diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 1163eae2..0657e8ef 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -1,47 +1,80 @@ -name: Build and Push Docker image +name: Dashboard Docker Buildx Workflow on: pull_request: types: [closed] branches: - main + - development + release: + types: [published, edited] jobs: - build: + build_pr: + if: github.event_name == 'pull_request' && github.event.pull_request.merged == true runs-on: ubuntu-latest - if: github.event.pull_request.merged == true steps: - name: Checkout code - uses: actions/checkout@v3.5.3 + uses: actions/checkout@v4.1.1 - name: Set up QEMU - uses: docker/setup-qemu-action@v2.2.0 + uses: docker/setup-qemu-action@v3 - name: Set up Docker Buildx - uses: docker/setup-buildx-action@v2.9.1 - with: - version: latest + uses: docker/setup-buildx-action@v3.1.0 - name: Login to DockerHub - uses: docker/login-action@v2.2.0 + uses: docker/login-action@v3 with: username: ${{ secrets.DOCKERHUB_USERNAME }} password: ${{ secrets.DOCKERHUB_TOKEN }} - - name: Build and push - id: docker_build - uses: docker/build-push-action@v4.1.1 + - name: Build and push Development Image + if: github.base_ref == 'development' + uses: docker/build-push-action@v5 + with: + context: . + platforms: linux/amd64,linux/arm64 + push: true + tags: hummingbot/dashboard:development + + - name: Build and push Latest Image + if: github.base_ref == 'main' + uses: docker/build-push-action@v5 with: context: . + file: ./Dockerfile + platforms: linux/amd64,linux/arm64 push: true tags: hummingbot/dashboard:latest + + build_release: + if: github.event_name == 'release' + runs-on: ubuntu-latest + steps: + - name: Checkout code + uses: actions/checkout@v4.1.1 + + - name: Set up QEMU + uses: docker/setup-qemu-action@v3 + + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@v3.1.0 + + - name: Login to DockerHub + uses: docker/login-action@v3 + with: + username: ${{ secrets.DOCKERHUB_USERNAME }} + password: ${{ secrets.DOCKERHUB_TOKEN }} + + - name: Extract tag name + id: get_tag + run: echo ::set-output name=VERSION::${GITHUB_REF#refs/tags/} + + - name: Build and push + uses: docker/build-push-action@v5 + with: + context: . platforms: linux/amd64,linux/arm64 - build-args: | - BRANCH=${{ github.ref }} - COMMIT=${{ github.sha }} - BUILD_DATE=$(date -u +'%Y-%m-%dT%H:%M:%SZ') - cache-from: type=registry,ref=hummingbot/dashboard:latest - cache-to: type=inline - - - name: Image digest - run: echo ${{ steps.docker_build.outputs.digest }} + push: true + tags: hummingbot/dashboard:${{ steps.get_tag.outputs.VERSION }} diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml new file mode 100644 index 00000000..dc82c98b --- /dev/null +++ b/.pre-commit-config.yaml @@ -0,0 +1,33 @@ +repos: +- repo: https://github.com/pre-commit/pre-commit-hooks + rev: v2.3.0 + hooks: + - id: detect-private-key + +- repo: https://github.com/pre-commit/mirrors-eslint + rev: v8.10.0 + hooks: + - id: eslint + files: \.[jt]sx?$ # *.js, *.jsx, *.ts and *.tsx + types: [file] + +- repo: https://github.com/CoinAlpha/git-hooks + rev: 78f0683233a09c68a072fd52740d32c0376d4f0f + hooks: + - id: detect-wallet-private-key + types: [file] + exclude: .json + +- repo: https://github.com/pycqa/isort + rev: 5.12.0 + hooks: + - id: isort + files: "\\.(py)$" + args: [--settings-path=pyproject.toml] + +- repo: https://github.com/pycqa/flake8 + rev: 3.9.2 + hooks: + - id: flake8 + additional_dependencies: ['flake8'] + args: [--max-line-length=130] diff --git a/CONFIG.py b/CONFIG.py index 527f29b1..bd702cb9 100644 --- a/CONFIG.py +++ b/CONFIG.py @@ -2,12 +2,11 @@ from dotenv import load_dotenv - load_dotenv() MINER_COINS = ["Algorand", "Avalanche", "DAO Maker", "Faith Tribe", "Fear", "Frontier", - "Harmony", "Hot Cross", "HUMAN Protocol", "Oddz", "Shera", "Firo", - "Vesper Finance", "Youclout", "Nimiq"] + "Harmony", "Hot Cross", "HUMAN Protocol", "Oddz", "Shera", "Firo", + "Vesper Finance", "Youclout", "Nimiq"] MINER_EXCHANGES = ["Binance", "FTX", "Coinbase Exchange", "Huobi Global", "OKX", "KuCoin", "Kraken", "Bybit (Spot)", "FTX.US", "Crypto.com Exchange", "Binance US", "MEXC Global", "Gate.io", "BitMart", "Bitfinex", "AscendEX (BitMax)", @@ -18,7 +17,7 @@ CERTIFIED_EXCHANGES = ["ascendex", "binance", "bybit", "gate.io", "hitbtc", "huobi", "kucoin", "okx", "gateway"] CERTIFIED_STRATEGIES = ["xemm", "cross exchange market making", "pmm", "pure market making"] -AUTH_SYSTEM_ENABLED = False +AUTH_SYSTEM_ENABLED = os.getenv("AUTH_SYSTEM_ENABLED", "False").lower() in ("true", "1", "t") BACKEND_API_HOST = os.getenv("BACKEND_API_HOST", "127.0.0.1") BACKEND_API_PORT = os.getenv("BACKEND_API_PORT", 8000) diff --git a/Makefile b/Makefile index 830c46c7..902588c3 100644 --- a/Makefile +++ b/Makefile @@ -1,19 +1,49 @@ .ONESHELL: +.SHELLFLAGS := -c + .PHONY: run .PHONY: uninstall .PHONY: install +.PHONY: install-pre-commit +.PHONY: docker_build +.PHONY: docker_run + + +detect_conda_bin := $(shell bash -c 'if [ "${CONDA_EXE} " == " " ]; then \ + CONDA_EXE=$$((find /opt/conda/bin/conda || find ~/anaconda3/bin/conda || \ + find /usr/local/anaconda3/bin/conda || find ~/miniconda3/bin/conda || \ + find /root/miniconda/bin/conda || find ~/Anaconda3/Scripts/conda || \ + find $$CONDA/bin/conda) 2>/dev/null); fi; \ + if [ "${CONDA_EXE}_" == "_" ]; then \ + echo "Please install Anaconda w/ Python 3.10+ first"; \ + echo "See: https://www.anaconda.com/distribution/"; \ + exit 1; fi; \ + echo $$(dirname $${CONDA_EXE})') + +CONDA_BIN := $(detect_conda_bin) run: - streamlit run main.py + streamlit run main.py --server.headless true uninstall: conda env remove -n dashboard install: - conda env create -f environment_conda.yml + if conda env list | grep -q '^dashboard '; then \ + echo "Environment already exists."; \ + else \ + conda env create -f environment_conda.yml; \ + fi + $(MAKE) install-pre-commit + +install-pre-commit: + /bin/bash -c 'source "${CONDA_BIN}/activate" dashboard && \ + if ! conda list pre-commit | grep pre-commit &> /dev/null; then \ + pip install pre-commit; \ + fi && pre-commit install' docker_build: docker build -t hummingbot/dashboard:latest . docker_run: - docker run -p 8501:8501 dashboard:latest \ No newline at end of file + docker run -p 8501:8501 hummingbot/dashboard:latest diff --git a/backend/services/backend_api_client.py b/backend/services/backend_api_client.py index 9bc128b8..91b9979c 100644 --- a/backend/services/backend_api_client.py +++ b/backend/services/backend_api_client.py @@ -1,4 +1,4 @@ -from typing import Optional, Dict +from typing import Dict, Optional import pandas as pd import requests @@ -115,7 +115,8 @@ def start_bot(self, start_bot_config: dict): def stop_bot(self, bot_name: str, skip_order_cancellation: bool = False, async_backend: bool = True): """Stop a Hummingbot bot.""" endpoint = "stop-bot" - return self.post(endpoint, payload={"bot_name": bot_name, "skip_order_cancellation": skip_order_cancellation, "async_backend": async_backend}) + return self.post(endpoint, payload={"bot_name": bot_name, "skip_order_cancellation": skip_order_cancellation, + "async_backend": async_backend}) def import_strategy(self, strategy_config: dict): """Import a trading strategy to a bot.""" diff --git a/backend/services/coingecko_client.py b/backend/services/coingecko_client.py index d870addc..61ca5f7a 100644 --- a/backend/services/coingecko_client.py +++ b/backend/services/coingecko_client.py @@ -1,8 +1,8 @@ +import re import time -from pycoingecko import CoinGeckoAPI import pandas as pd -import re +from pycoingecko import CoinGeckoAPI class CoinGeckoClient: diff --git a/backend/services/miner_client.py b/backend/services/miner_client.py index 2332d8ca..aff73cdf 100644 --- a/backend/services/miner_client.py +++ b/backend/services/miner_client.py @@ -1,6 +1,6 @@ import pandas as pd import requests -from glom import * +from glom import glom class MinerClient: diff --git a/backend/utils/optuna_database_manager.py b/backend/utils/optuna_database_manager.py index 9293c84c..f6cc229c 100644 --- a/backend/utils/optuna_database_manager.py +++ b/backend/utils/optuna_database_manager.py @@ -1,5 +1,5 @@ -import os import json +import os from typing import Optional import pandas as pd @@ -102,18 +102,6 @@ def _get_trial_system_attributes_table(self): except Exception as e: return f"Error: {str(e)}" - @property - def trial_system_attributes(self): - return self._get_trial_system_attributes_table() - - def _get_trial_system_attributes_table(self): - try: - with self.session_maker() as session: - df = pd.read_sql_query(text("SELECT * FROM trial_system_attributes"), session.connection()) - return df - except Exception as e: - return f"Error: {str(e)}" - @property def version_info(self): return self._get_version_info_table() diff --git a/backend/utils/os_utils.py b/backend/utils/os_utils.py index bec72936..cd42a69c 100644 --- a/backend/utils/os_utils.py +++ b/backend/utils/os_utils.py @@ -1,14 +1,19 @@ import glob -import subprocess import importlib.util import inspect import os +import subprocess import pandas as pd - import yaml -from hummingbot.strategy_v2.controllers.directional_trading_controller_base import DirectionalTradingControllerBase, DirectionalTradingControllerConfigBase -from hummingbot.strategy_v2.controllers.market_making_controller_base import MarketMakingControllerBase, MarketMakingControllerConfigBase +from hummingbot.strategy_v2.controllers.directional_trading_controller_base import ( + DirectionalTradingControllerBase, + DirectionalTradingControllerConfigBase, +) +from hummingbot.strategy_v2.controllers.market_making_controller_base import ( + MarketMakingControllerBase, + MarketMakingControllerConfigBase, +) def remove_files_from_directory(directory: str): diff --git a/credentials.yml b/credentials.yml index eabdf258..e4c35693 100644 --- a/credentials.yml +++ b/credentials.yml @@ -1,13 +1,14 @@ -cookie: - expiry_days: 30 - key: random_signature_key - name: random_cookie_name credentials: usernames: admin: email: admin@gmail.com name: Admin User - password: abc # To be replaced with hashed password: hashed_passwords = stauth.Hasher(['abc', 'def']).generate() -preauthorized: # the preferred way to add users since there is no need for manual hashing of passwords + logged_in: False + password: abc +cookie: + expiry_days: 0 + key: some_signature_key # Must be string + name: some_cookie_name +pre-authorized: emails: - admin@admin.com diff --git a/environment_conda.yml b/environment_conda.yml index 41f9bafa..19faacf8 100644 --- a/environment_conda.yml +++ b/environment_conda.yml @@ -27,3 +27,6 @@ dependencies: - streamlit-elements==0.1.* - streamlit-authenticator - pydantic==1.10.4 + - flake8 + - isort + - pre-commit diff --git a/frontend/components/backtesting.py b/frontend/components/backtesting.py index 6b9d54a7..8b342a08 100644 --- a/frontend/components/backtesting.py +++ b/frontend/components/backtesting.py @@ -1,6 +1,7 @@ -import streamlit as st from datetime import datetime, timedelta +import streamlit as st + def backtesting_section(inputs, backend_api_client): st.write("### Backtesting") @@ -13,7 +14,8 @@ def backtesting_section(inputs, backend_api_client): end_date = st.date_input("End Date", default_end_time, help="End date is inclusive, make sure that you are not including the current date.") with c3: - backtesting_resolution = st.selectbox("Backtesting Resolution", options=["1m", "3m", "5m", "15m", "30m", "1h", "1s"], index=0) + backtesting_resolution = st.selectbox("Backtesting Resolution", + options=["1m", "3m", "5m", "15m", "30m", "1h", "1s"], index=0) with c4: trade_cost = st.number_input("Trade Cost (%)", min_value=0.0, value=0.06, step=0.01, format="%.2f") with c5: @@ -24,8 +26,8 @@ def backtesting_section(inputs, backend_api_client): end_datetime = datetime.combine(end_date, datetime.max.time()) try: backtesting_results = backend_api_client.run_backtesting( - start_time=int(start_datetime.timestamp()) * 1000, - end_time=int(end_datetime.timestamp()) * 1000, + start_time=int(start_datetime.timestamp()), + end_time=int(end_datetime.timestamp()), backtesting_resolution=backtesting_resolution, trade_cost=trade_cost / 100, config=inputs, @@ -33,7 +35,6 @@ def backtesting_section(inputs, backend_api_client): except Exception as e: st.error(e) return None - if len(backtesting_results["processed_data"]) == 0: st.error("No trades were executed during the backtesting period.") return None diff --git a/frontend/components/bot_performance_card.py b/frontend/components/bot_performance_card.py index e567ae32..b97f3ba6 100644 --- a/frontend/components/bot_performance_card.py +++ b/frontend/components/bot_performance_card.py @@ -1,10 +1,7 @@ import pandas as pd -import streamlit as st -from hummingbot.strategy_v2.models.executors import CloseType from streamlit_elements import mui from frontend.components.dashboard import Dashboard - from frontend.st_utils import get_backend_api_client TRADES_TO_SHOW = 5 @@ -31,10 +28,12 @@ class BotPerformanceCardV2(Dashboard.Item): {"field": 'connector', "headerName": 'Connector', "width": SMALL_COL_WIDTH, "editable": False}, {"field": 'trading_pair', "headerName": 'Trading Pair', "width": SMALL_COL_WIDTH, "editable": False}, {"field": 'realized_pnl_quote', "headerName": 'Realized PNL ($)', "width": MEDIUM_COL_WIDTH, "editable": False}, - {"field": 'unrealized_pnl_quote', "headerName": 'Unrealized PNL ($)', "width": MEDIUM_COL_WIDTH, "editable": False}, + {"field": 'unrealized_pnl_quote', "headerName": 'Unrealized PNL ($)', "width": MEDIUM_COL_WIDTH, + "editable": False}, {"field": 'global_pnl_quote', "headerName": 'NET PNL ($)', "width": MEDIUM_COL_WIDTH, "editable": False}, {"field": 'volume_traded', "headerName": 'Volume ($)', "width": SMALL_COL_WIDTH, "editable": False}, - {"field": 'open_order_volume', "headerName": 'Liquidity Placed ($)', "width": MEDIUM_COL_WIDTH, "editable": False}, + {"field": 'open_order_volume', "headerName": 'Liquidity Placed ($)', "width": MEDIUM_COL_WIDTH, + "editable": False}, {"field": 'imbalance', "headerName": 'Imbalance ($)', "width": SMALL_COL_WIDTH, "editable": False}, {"field": 'close_types', "headerName": 'Close Types', "width": ULTRA_WIDE_COL_WIDTH, "editable": False} ] @@ -88,7 +87,9 @@ def __call__(self, bot_name: str): subheader="Not Available", avatar=mui.Avatar("🤖", sx={"bgcolor": "red"}), className=self._draggable_class) - mui.Alert(f"An error occurred while fetching bot status of the bot {bot_name}. Please check the bot client.", severity="error") + mui.Alert( + f"An error occurred while fetching bot status of the bot {bot_name}. Please check the bot client.", + severity="error") else: bot_data = bot_status.get("data") is_running = bot_data.get("status") == "running" @@ -103,7 +104,8 @@ def __call__(self, bot_name: str): {"id": controller, "error": inner_dict.get("error")}) continue controller_performance = inner_dict.get("performance") - controller_config = next((config for config in controller_configs if config.get("id") == controller), {}) + controller_config = next( + (config for config in controller_configs if config.get("id") == controller), {}) controller_name = controller_config.get("controller_name", controller) connector_name = controller_config.get("connector_name", "NaN") trading_pair = controller_config.get("trading_pair", "NaN") @@ -159,7 +161,9 @@ def __call__(self, bot_name: str): title=bot_name, subheader=status, avatar=mui.Avatar("🤖", sx={"bgcolor": color}), - action=mui.IconButton(mui.icon.Stop, onClick=lambda: stop_bot(bot_name)) if is_running else mui.IconButton(mui.icon.Archive, onClick=lambda: archive_bot(bot_name)), + action=mui.IconButton(mui.icon.Stop, + onClick=lambda: stop_bot(bot_name)) if is_running else mui.IconButton( + mui.icon.Archive, onClick=lambda: archive_bot(bot_name)), className=self._draggable_class) if is_running: with mui.CardContent(sx={"flex": 1}): @@ -171,7 +175,8 @@ def __call__(self, bot_name: str): elevation=1): with self.title_bar(padding="10px 15px 10px 15px", dark_switcher=False): mui.Typography("🏦 NET PNL", variant="h6") - mui.Typography(f"$ {total_global_pnl_quote:.3f}", variant="h6", sx={"padding": "10px 15px 10px 15px"}) + mui.Typography(f"$ {total_global_pnl_quote:.3f}", variant="h6", + sx={"padding": "10px 15px 10px 15px"}) with mui.Grid(item=True, xs=2): with mui.Paper(key=self._key, sx={"display": "flex", "flexDirection": "column", "borderRadius": 3, @@ -179,7 +184,8 @@ def __call__(self, bot_name: str): elevation=1): with self.title_bar(padding="10px 15px 10px 15px", dark_switcher=False): mui.Typography("📊 NET PNL (%)", variant="h6") - mui.Typography(f"{total_global_pnl_pct:.3%}", variant="h6", sx={"padding": "10px 15px 10px 15px"}) + mui.Typography(f"{total_global_pnl_pct:.3%}", variant="h6", + sx={"padding": "10px 15px 10px 15px"}) with mui.Grid(item=True, xs=2): with mui.Paper(key=self._key, sx={"display": "flex", "flexDirection": "column", "borderRadius": 3, @@ -187,7 +193,8 @@ def __call__(self, bot_name: str): elevation=1): with self.title_bar(padding="10px 15px 10px 15px", dark_switcher=False): mui.Typography("💸 Volume Traded", variant="h6") - mui.Typography(f"$ {total_volume_traded:.2f}", variant="h6", sx={"padding": "10px 15px 10px 15px"}) + mui.Typography(f"$ {total_volume_traded:.2f}", variant="h6", + sx={"padding": "10px 15px 10px 15px"}) with mui.Grid(item=True, xs=2): with mui.Paper(key=self._key, sx={"display": "flex", "flexDirection": "column", "borderRadius": 3, @@ -195,7 +202,8 @@ def __call__(self, bot_name: str): elevation=1): with self.title_bar(padding="10px 15px 10px 15px", dark_switcher=False): mui.Typography("📖 Liquidity Placed", variant="h6") - mui.Typography(f"$ {total_open_order_volume:.2f}", variant="h6", sx={"padding": "10px 15px 10px 15px"}) + mui.Typography(f"$ {total_open_order_volume:.2f}", variant="h6", + sx={"padding": "10px 15px 10px 15px"}) with mui.Grid(item=True, xs=2): with mui.Paper(key=self._key, sx={"display": "flex", "flexDirection": "column", "borderRadius": 3, @@ -203,7 +211,8 @@ def __call__(self, bot_name: str): elevation=1): with self.title_bar(padding="10px 15px 10px 15px", dark_switcher=False): mui.Typography("💹 Unrealized PNL", variant="h6") - mui.Typography(f"$ {total_unrealized_pnl_quote:.2f}", variant="h6", sx={"padding": "10px 15px 10px 15px"}) + mui.Typography(f"$ {total_unrealized_pnl_quote:.2f}", variant="h6", + sx={"padding": "10px 15px 10px 15px"}) with mui.Grid(item=True, xs=2): with mui.Paper(key=self._key, sx={"display": "flex", "flexDirection": "column", "borderRadius": 3, @@ -211,7 +220,8 @@ def __call__(self, bot_name: str): elevation=1): with self.title_bar(padding="10px 15px 10px 15px", dark_switcher=False): mui.Typography("📊 Imbalance", variant="h6") - mui.Typography(f"$ {total_imbalance:.2f}", variant="h6", sx={"padding": "10px 15px 10px 15px"}) + mui.Typography(f"$ {total_imbalance:.2f}", variant="h6", + sx={"padding": "10px 15px 10px 15px"}) with mui.Grid(container=True, spacing=1, sx={"padding": "10px 15px 10px 15px"}): with mui.Grid(item=True, xs=11): @@ -242,7 +252,8 @@ def __call__(self, bot_name: str): with mui.Grid(container=True, spacing=1, sx={"padding": "10px 15px 10px 15px"}): with mui.Grid(item=True, xs=11): with mui.Paper(key=self._key, - sx={"display": "flex", "flexDirection": "column", "borderRadius": 3, + sx={"display": "flex", "flexDirection": "column", + "borderRadius": 3, "overflow": "hidden"}, elevation=1): with self.title_bar(padding="10px 15px 10px 15px", dark_switcher=False): @@ -268,7 +279,8 @@ def __call__(self, bot_name: str): with mui.Grid(container=True, spacing=1, sx={"padding": "10px 15px 10px 15px"}): with mui.Grid(item=True, xs=11): with mui.Paper(key=self._key, - sx={"display": "flex", "flexDirection": "column", "borderRadius": 3, + sx={"display": "flex", "flexDirection": "column", + "borderRadius": 3, "overflow": "hidden"}, elevation=1): with self.title_bar(padding="10px 15px 10px 15px", dark_switcher=False): @@ -326,5 +338,6 @@ def __call__(self, bot_name: str): action=mui.IconButton(mui.icon.Stop, onClick=lambda: stop_bot(bot_name)), className=self._draggable_class) with mui.CardContent(sx={"flex": 1}): - mui.Typography("An error occurred while fetching bot status.", sx={"padding": "10px 15px 10px 15px"}) - mui.Typography(str(e), sx={"padding": "10px 15px 10px 15px"}) \ No newline at end of file + mui.Typography("An error occurred while fetching bot status.", + sx={"padding": "10px 15px 10px 15px"}) + mui.Typography(str(e), sx={"padding": "10px 15px 10px 15px"}) diff --git a/frontend/components/bots_file_explorer.py b/frontend/components/bots_file_explorer.py index a91cd0c7..ea3593ee 100644 --- a/frontend/components/bots_file_explorer.py +++ b/frontend/components/bots_file_explorer.py @@ -1,8 +1,12 @@ from streamlit_elements import mui import constants -from backend.utils.os_utils import get_directories_from_directory, get_python_files_from_directory, \ - get_yml_files_from_directory, get_log_files_from_directory +from backend.utils.os_utils import ( + get_directories_from_directory, + get_log_files_from_directory, + get_python_files_from_directory, + get_yml_files_from_directory, +) from frontend.components.file_explorer_base import FileExplorerBase diff --git a/frontend/components/card.py b/frontend/components/card.py index 557a2909..a1b1da15 100644 --- a/frontend/components/card.py +++ b/frontend/components/card.py @@ -1,9 +1,9 @@ from streamlit_elements import mui + from frontend.components.dashboard import Dashboard class Card(Dashboard.Item): - DEFAULT_CONTENT = ( "This impressive paella is a perfect party dish and a fun meal to cook " "together with your guests. Add 1 cup of frozen peas along with the mussels, " @@ -11,7 +11,9 @@ class Card(Dashboard.Item): ) def __call__(self, content): - with mui.Card(key=self._key, sx={"display": "flex", "flexDirection": "column", "borderRadius": 3, "overflow": "hidden"}, elevation=1): + with mui.Card(key=self._key, + sx={"display": "flex", "flexDirection": "column", "borderRadius": 3, "overflow": "hidden"}, + elevation=1): mui.CardHeader( title="Shrimp and Chorizo Paella", subheader="September 14, 2016", diff --git a/frontend/components/config_loader.py b/frontend/components/config_loader.py index 03a74d9d..20f0da8b 100644 --- a/frontend/components/config_loader.py +++ b/frontend/components/config_loader.py @@ -23,9 +23,8 @@ def get_default_config_loader(controller_name: str): configs = [config for config in all_configs if config["controller_name"] == controller_name] if len(configs) > 0: default_config = st.selectbox("Select a config", [config["id"] for config in configs]) - st.session_state["default_config"] = next((config for config in all_configs if config["id"] == default_config), None) + st.session_state["default_config"] = next( + (config for config in all_configs if config["id"] == default_config), None) st.session_state["default_config"]["id"] = st.session_state["default_config"]["id"].split("_")[0] else: st.warning("No existing configs found for this controller.") - - diff --git a/frontend/components/controllers_file_explorer.py b/frontend/components/controllers_file_explorer.py index b38bebb3..5939aa75 100644 --- a/frontend/components/controllers_file_explorer.py +++ b/frontend/components/controllers_file_explorer.py @@ -11,11 +11,13 @@ def add_tree_view(self): onNodeSelect=lambda event, node_id: self.set_selected_file(event, node_id), defaultExpanded=["directional_strategies"]): available_controllers = load_controllers(constants.CONTROLLERS_PATH) - with mui.lab.TreeItem(nodeId="directional_strategies", label=f"⚔️Directional Strategies"): + with mui.lab.TreeItem(nodeId="directional_strategies", label="⚔️Directional Strategies"): for controller in available_controllers: if available_controllers[controller]["type"] == "directional_trading": - mui.lab.TreeItem(nodeId=constants.CONTROLLERS_PATH + "/" + controller + ".py", label=f"🐍{controller}") - with mui.lab.TreeItem(nodeId="market_making_strategies", label=f"🪙Market Making Strategies"): + mui.lab.TreeItem(nodeId=constants.CONTROLLERS_PATH + "/" + controller + ".py", + label=f"🐍{controller}") + with mui.lab.TreeItem(nodeId="market_making_strategies", label="🪙Market Making Strategies"): for controller in available_controllers: if available_controllers[controller]["type"] == "market_making": - mui.lab.TreeItem(nodeId=constants.CONTROLLERS_PATH + "/" + controller + ".py", label=f"🐍{controller}") + mui.lab.TreeItem(nodeId=constants.CONTROLLERS_PATH + "/" + controller + ".py", + label=f"🐍{controller}") diff --git a/frontend/components/dashboard.py b/frontend/components/dashboard.py index abc81a4b..988878f3 100644 --- a/frontend/components/dashboard.py +++ b/frontend/components/dashboard.py @@ -1,11 +1,11 @@ -from uuid import uuid4 from abc import ABC, abstractmethod -from streamlit_elements import dashboard, mui from contextlib import contextmanager +from uuid import uuid4 +from streamlit_elements import dashboard, mui -class Dashboard: +class Dashboard: DRAGGABLE_CLASS = "draggable" def __init__(self): @@ -36,15 +36,15 @@ def _switch_theme(self): @contextmanager def title_bar(self, padding="5px 15px 5px 15px", dark_switcher=True): with mui.Stack( - className=self._draggable_class, - alignItems="center", - direction="row", - spacing=1, - sx={ - "padding": padding, - "borderBottom": 1, - "borderColor": "divider", - }, + className=self._draggable_class, + alignItems="center", + direction="row", + spacing=1, + sx={ + "padding": padding, + "borderBottom": 1, + "borderColor": "divider", + }, ): yield diff --git a/frontend/components/datagrid.py b/frontend/components/datagrid.py index b8fbf888..88e6be1d 100644 --- a/frontend/components/datagrid.py +++ b/frontend/components/datagrid.py @@ -1,6 +1,7 @@ import json from streamlit_elements import mui + from .dashboard import Dashboard diff --git a/frontend/components/dca_distribution.py b/frontend/components/dca_distribution.py index a6cd060f..fe3867b5 100644 --- a/frontend/components/dca_distribution.py +++ b/frontend/components/dca_distribution.py @@ -1,6 +1,6 @@ import streamlit as st -from frontend.components.st_inputs import get_distribution, normalize, distribution_inputs +from frontend.components.st_inputs import distribution_inputs, get_distribution, normalize def get_dca_distribution_inputs(): @@ -28,11 +28,13 @@ def get_dca_distribution_inputs(): dca_amounts = dca_amounts[:buy_order_levels] col_spreads, col_amounts = st.columns(2) with col_spreads: - buy_spread_dist_type, buy_spread_start, buy_spread_base, buy_spread_scaling, buy_spread_step, buy_spread_ratio, buy_manual_spreads = distribution_inputs( - col_spreads, "Spread", buy_order_levels, dca_spreads) + buy_spread_dist_type, buy_spread_start, buy_spread_base, buy_spread_scaling, buy_spread_step, \ + buy_spread_ratio, buy_manual_spreads = distribution_inputs(col_spreads, + "Spread", buy_order_levels, dca_spreads) with col_amounts: - buy_amount_dist_type, buy_amount_start, buy_amount_base, buy_amount_scaling, buy_amount_step, buy_amount_ratio, buy_manual_amounts = distribution_inputs( - col_amounts, "Amount", buy_order_levels, dca_amounts) + buy_amount_dist_type, buy_amount_start, buy_amount_base, buy_amount_scaling, buy_amount_step, \ + buy_amount_ratio, buy_manual_amounts = distribution_inputs(col_amounts, "Amount", + buy_order_levels, dca_amounts) # Generate distributions spread_distributions = get_distribution(buy_spread_dist_type, buy_order_levels, buy_spread_start, @@ -63,7 +65,8 @@ def get_dca_distribution_inputs(): step=0.1, help="Enter the tr ailing stop activation price as a percentage (e.g., 1.0 for 1%).") / 100 # with c5: - ts_delta = st.number_input("Trailing Stop Delta (%)", min_value=0.0, max_value=100.0, value=ts_delta, step=0.1, + ts_delta = st.number_input("Trailing Stop Delta (%)", min_value=0.0, max_value=100.0, value=ts_delta, + step=0.1, help="Enter the trailing stop delta as a percentage (e.g., 0.3 for 0.3%).") / 100 return { diff --git a/frontend/components/deploy_v2_with_controllers.py b/frontend/components/deploy_v2_with_controllers.py index ef39165d..7a49bf9b 100644 --- a/frontend/components/deploy_v2_with_controllers.py +++ b/frontend/components/deploy_v2_with_controllers.py @@ -1,9 +1,8 @@ import time -import streamlit as st + import pandas as pd +import streamlit as st -from CONFIG import BACKEND_API_HOST, BACKEND_API_PORT -from backend.services.backend_api_client import BackendAPIClient from frontend.st_utils import get_backend_api_client @@ -93,7 +92,8 @@ def __call__(self): edited_df = st.data_editor(df, hide_index=True) - self._controller_config_selected = [f"{config}.yml" for config in edited_df[edited_df["selected"]]["id"].tolist()] + self._controller_config_selected = [f"{config}.yml" for config in + edited_df[edited_df["selected"]]["id"].tolist()] st.write(self._controller_config_selected) c1, c2, c3, c4 = st.columns([1, 1, 1, 0.3]) with c1: @@ -108,4 +108,4 @@ def __call__(self): with c4: deploy_button = st.button("Deploy Bot") if deploy_button: - self.launch_new_bot() \ No newline at end of file + self.launch_new_bot() diff --git a/frontend/components/directional_trading_general_inputs.py b/frontend/components/directional_trading_general_inputs.py index 5f7b03a7..fa8d0a3c 100644 --- a/frontend/components/directional_trading_general_inputs.py +++ b/frontend/components/directional_trading_general_inputs.py @@ -22,7 +22,8 @@ def get_directional_trading_general_inputs(): connector_name = st.text_input("Connector", value=connector_name, help="Enter the name of the exchange to trade on (e.g., binance_perpetual).") candles_connector_name = st.text_input("Candles Connector", value=candles_connector_name, - help="Enter the name of the exchange to get candles from (e.g., binance_perpetual).") + help="Enter the name of the exchange to get candles from" + " (e.g., binance_perpetual).") with c2: trading_pair = st.text_input("Trading Pair", value=trading_pair, help="Enter the trading pair to trade on (e.g., WLD-USDT).") @@ -30,19 +31,22 @@ def get_directional_trading_general_inputs(): help="Enter the trading pair to get candles for (e.g., WLD-USDT).") with c3: leverage = st.number_input("Leverage", value=leverage, - help="Set the leverage to use for trading (e.g., 20 for 20x leverage). Set it to 1 for spot trading.") - interval = st.selectbox("Candles Interval", ("1m", "3m", "5m", "15m", "1h", "4h", "1d"), index=interval_index, + help="Set the leverage to use for trading (e.g., 20 for 20x leverage)." + "Set it to 1 for spot trading.") + interval = st.selectbox("Candles Interval", ("1m", "3m", "5m", "15m", "1h", "4h", "1d"), + index=interval_index, help="Enter the interval for candles (e.g., 1m).") with c4: total_amount_quote = st.number_input("Total amount of quote", value=total_amount_quote, help="Enter the total amount in quote asset to use for trading (e.g., 1000).") with c5: max_executors_per_side = st.number_input("Max Executors Per Side", value=max_executors_per_side, - help="Enter the maximum number of executors per side (e.g., 5).") + help="Enter the maximum number of executors per side (e.g., 5).") with c6: cooldown_time = st.number_input("Cooldown Time (minutes)", value=cooldown_time, help="Time between accepting a new signal in minutes (e.g., 60).") * 60 with c7: position_mode = st.selectbox("Position Mode", ("HEDGE", "ONEWAY"), index=position_mode, help="Enter the position mode (HEDGE/ONEWAY).") - return connector_name, trading_pair, leverage, total_amount_quote, max_executors_per_side, cooldown_time, position_mode, candles_connector_name, candles_trading_pair, interval + return connector_name, trading_pair, leverage, total_amount_quote, max_executors_per_side, cooldown_time, \ + position_mode, candles_connector_name, candles_trading_pair, interval diff --git a/frontend/components/editor.py b/frontend/components/editor.py index ea4a4547..7d3edfb8 100644 --- a/frontend/components/editor.py +++ b/frontend/components/editor.py @@ -1,8 +1,10 @@ from functools import partial + import streamlit as st -from streamlit_elements import mui, editor, sync, lazy, event +from streamlit_elements import editor, event, lazy, mui, sync from backend.utils.os_utils import save_file + from .dashboard import Dashboard @@ -37,7 +39,7 @@ def _change_tab(self, _, index): @property def tabs(self): return self._tabs - + def update_content(self, label, content): self._tabs[label]["content"] = content @@ -54,7 +56,9 @@ def get_content(self, label): return self._tabs[label]["content"] def __call__(self): - with mui.Paper(key=self._key, sx={"display": "flex", "flexDirection": "column", "borderRadius": 3, "overflow": "hidden"}, elevation=1): + with mui.Paper(key=self._key, + sx={"display": "flex", "flexDirection": "column", "borderRadius": 3, "overflow": "hidden"}, + elevation=1): with self.title_bar("0px 15px 0px 15px"): with mui.Grid(container=True, spacing=4, sx={"display": "flex", "alignItems": "center"}): diff --git a/frontend/components/executors_distribution.py b/frontend/components/executors_distribution.py index 5cdae999..522f13e4 100644 --- a/frontend/components/executors_distribution.py +++ b/frontend/components/executors_distribution.py @@ -1,5 +1,6 @@ import streamlit as st -from frontend.components.st_inputs import get_distribution, normalize, distribution_inputs + +from frontend.components.st_inputs import distribution_inputs, get_distribution, normalize def get_executors_distribution_inputs(use_custom_spread_units=False): @@ -40,17 +41,21 @@ def get_executors_distribution_inputs(use_custom_spread_units=False): sell_amounts_pct = sell_amounts_pct[:sell_order_levels] col_buy_spreads, col_buy_amounts, col_sell_spreads, col_sell_amounts = st.columns(4) with col_buy_spreads: - buy_spread_dist_type, buy_spread_start, buy_spread_base, buy_spread_scaling, buy_spread_step, buy_spread_ratio, buy_manual_spreads = distribution_inputs( - col_buy_spreads, "Spread", buy_order_levels, buy_spreads) + buy_spread_dist_type, buy_spread_start, buy_spread_base, buy_spread_scaling, buy_spread_step, \ + buy_spread_ratio, buy_manual_spreads = distribution_inputs(col_buy_spreads, + "Spread", buy_order_levels, buy_spreads) with col_buy_amounts: - buy_amount_dist_type, buy_amount_start, buy_amount_base, buy_amount_scaling, buy_amount_step, buy_amount_ratio, buy_manual_amounts = distribution_inputs( - col_buy_amounts, "Amount", buy_order_levels, buy_amounts_pct) + buy_amount_dist_type, buy_amount_start, buy_amount_base, buy_amount_scaling, buy_amount_step, \ + buy_amount_ratio, buy_manual_amounts = distribution_inputs(col_buy_amounts, + "Amount", buy_order_levels, buy_amounts_pct) with col_sell_spreads: - sell_spread_dist_type, sell_spread_start, sell_spread_base, sell_spread_scaling, sell_spread_step, sell_spread_ratio, sell_manual_spreads = distribution_inputs( - col_sell_spreads, "Spread", sell_order_levels, sell_spreads) + sell_spread_dist_type, sell_spread_start, sell_spread_base, sell_spread_scaling, sell_spread_step, \ + sell_spread_ratio, sell_manual_spreads = distribution_inputs(col_sell_spreads, + "Spread", sell_order_levels, sell_spreads) with col_sell_amounts: - sell_amount_dist_type, sell_amount_start, sell_amount_base, sell_amount_scaling, sell_amount_step, sell_amount_ratio, sell_manual_amounts = distribution_inputs( - col_sell_amounts, "Amount", sell_order_levels, sell_amounts_pct) + sell_amount_dist_type, sell_amount_start, sell_amount_base, sell_amount_scaling, sell_amount_step, \ + sell_amount_ratio, sell_manual_amounts = distribution_inputs(col_sell_amounts, "Amount", + sell_order_levels, sell_amounts_pct) # Generate distributions buy_spread_distributions = get_distribution(buy_spread_dist_type, buy_order_levels, buy_spread_start, @@ -60,10 +65,13 @@ def get_executors_distribution_inputs(use_custom_spread_units=False): sell_spread_base, sell_spread_scaling, sell_spread_step, sell_spread_ratio, sell_manual_spreads) - buy_amount_distributions = get_distribution(buy_amount_dist_type, buy_order_levels, buy_amount_start, buy_amount_base, buy_amount_scaling, - buy_amount_step, buy_amount_ratio, buy_manual_amounts) - sell_amount_distributions = get_distribution(sell_amount_dist_type, sell_order_levels, sell_amount_start, sell_amount_base, - sell_amount_scaling, sell_amount_step, sell_amount_ratio, sell_manual_amounts) + buy_amount_distributions = get_distribution(buy_amount_dist_type, buy_order_levels, buy_amount_start, + buy_amount_base, buy_amount_scaling, + buy_amount_step, buy_amount_ratio, buy_manual_amounts) + sell_amount_distributions = get_distribution(sell_amount_dist_type, sell_order_levels, sell_amount_start, + sell_amount_base, + sell_amount_scaling, sell_amount_step, sell_amount_ratio, + sell_manual_amounts) # Normalize and calculate order amounts all_orders_amount_normalized = normalize(buy_amount_distributions + sell_amount_distributions) diff --git a/frontend/components/exited_bot_card.py b/frontend/components/exited_bot_card.py deleted file mode 100644 index df40ae7c..00000000 --- a/frontend/components/exited_bot_card.py +++ /dev/null @@ -1,44 +0,0 @@ -from docker_manager import DockerManager -from streamlit_elements import mui -from frontend.components.dashboard import Dashboard - -from backend.utils import os_utils - - -class ExitedBotCard(Dashboard.Item): - - def __init__(self, board, x, y, w, h, **item_props): - super().__init__(board, x, y, w, h, **item_props) - - @staticmethod - def remove_container(bot_name): - DockerManager().remove_container(bot_name) - os_utils.remove_directory(f"./hummingbot_files/bot_configs/{bot_name}") - - def __call__(self, bot_name: str): - with mui.Card(key=self._key, - sx={"display": "flex", "flexDirection": "column", "borderRadius": 2, "overflow": "auto"}, - elevation=2): - mui.CardHeader( - title=bot_name, - subheader="Stopped", - avatar=mui.Avatar("💀", sx={"bgcolor": "black"}), - className=self._draggable_class, - ) - - with mui.CardActions(): - with mui.Grid(container=True, spacing=2): - with mui.Grid(item=True, xs=6): - with mui.Button(onClick=lambda: DockerManager().start_container(bot_name), - variant="outlined", - color="success", - sx={"width": "100%"}): - mui.icon.PlayCircle() - mui.Typography("Start Instance") - with mui.Grid(item=True, xs=6): - with mui.Button(onClick=lambda: self.remove_container(bot_name), - variant="outlined", - color="error", - sx={"width": "100%"}): - mui.icon.DeleteForever() - mui.Typography("Delete Instance") diff --git a/frontend/components/file_explorer_base.py b/frontend/components/file_explorer_base.py index 4d643183..6481c4b7 100644 --- a/frontend/components/file_explorer_base.py +++ b/frontend/components/file_explorer_base.py @@ -1,7 +1,8 @@ import streamlit as st from streamlit_elements import mui -from backend.utils.os_utils import remove_file, load_file +from backend.utils.os_utils import load_file, remove_file + from .dashboard import Dashboard @@ -61,4 +62,3 @@ def __call__(self): mui.IconButton(mui.icon.Close, onClick=self.remove_file_from_tab, sx={"mx": 1}) with mui.Box(sx={"overflow": "auto"}): self.add_tree_view() - diff --git a/frontend/components/launch_bot_card.py b/frontend/components/launch_bot_card.py deleted file mode 100644 index c4355189..00000000 --- a/frontend/components/launch_bot_card.py +++ /dev/null @@ -1,97 +0,0 @@ -import os -import time - -from docker_manager import DockerManager -import streamlit as st -from streamlit_elements import mui, lazy - -import constants -from backend.utils.os_utils import get_directories_from_directory -from .dashboard import Dashboard - - -class LaunchBotCard(Dashboard.Item): - def __init__(self, *args, **kwargs): - super().__init__(*args, **kwargs) - self.is_master_bot_running = False - self._bot_name = None - self._image_name = "hummingbot/hummingbot:latest" - self._base_bot_config = "master_bot_conf" - - def _set_bot_name(self, event): - self._bot_name = event.target.value - - def _set_image_name(self, event): - self._image_name = event.target.value - - def _set_base_bot_config(self, event): - self._base_bot_config = event.target.value - - def launch_new_bot(self): - if self._bot_name and self._image_name: - bot_name = f"hummingbot-{self._bot_name}" - DockerManager().create_hummingbot_instance(instance_name=bot_name, - base_conf_folder=f"{constants.HUMMINGBOT_TEMPLATES}/{self._base_bot_config}/.", - target_conf_folder=f"{constants.BOTS_FOLDER}/{bot_name}/.", - controllers_folder=constants.CONTROLLERS_PATH, - controllers_config_folder=constants.CONTROLLERS_CONFIG_PATH, - image=self._image_name) - with st.spinner('Starting Master Configs instance... This process may take a few seconds'): - time.sleep(3) - else: - st.warning("You need to define the bot name and image in order to create one.") - - def __call__(self): - active_containers = DockerManager.get_active_containers() - self.is_master_bot_running = "hummingbot-master_bot_conf" in active_containers - password_file_path = os.path.join(constants.HUMMINGBOT_TEMPLATES + "/master_bot_conf/conf", - '.password_verification') - is_master_password_set = os.path.isfile(password_file_path) - with mui.Paper(key=self._key, - sx={"display": "flex", "flexDirection": "column", "borderRadius": 3, "overflow": "hidden"}, - elevation=1): - with self.title_bar(padding="10px 15px 10px 15px", dark_switcher=False): - mui.Typography("🚀 Create Instance", variant="h5") - - with mui.Grid(container=True, spacing=2, sx={"padding": "10px 15px 10px 15px"}): - with mui.Grid(item=True, xs=8): - if not is_master_password_set: - base_warning = "You need to set a master password in order to use the dashboard." - if self.is_master_bot_running: - mui.Alert(f"{base_warning} The Master Configs instance is running." - f" Attach to it in Terminal to set the master password.", severity="success") - else: - mui.Alert(f"{base_warning} Master Configs instance isn't running. Start it and" - f" set the master password to continue.", severity="error") - else: - mui.Alert("The new instance will contain the credentials configured in the following base instance:", - severity="info") - with mui.Grid(item=True, xs=4): - master_configs = [conf.split("/")[-2] for conf in - get_directories_from_directory(constants.HUMMINGBOT_TEMPLATES) if - "bot_conf" in conf] - with mui.FormControl(variant="standard", sx={"width": "100%"}): - mui.FormHelperText("Base Configs") - with mui.Select(label="Base Configs", defaultValue=master_configs[0], - variant="standard", onChange=lazy(self._set_base_bot_config)): - for master_config in master_configs: - mui.MenuItem(master_config, value=master_config) - with mui.Grid(item=True, xs=4): - mui.TextField(label="Instance Name", variant="outlined", onChange=lazy(self._set_bot_name), - sx={"width": "100%"}) - with mui.Grid(item=True, xs=4): - mui.TextField(label="Hummingbot Image", - defaultValue="hummingbot/hummingbot:latest", - variant="outlined", - placeholder="hummingbot-[name]", - onChange=lazy(self._set_image_name), - sx={"width": "100%"}) - - with mui.Grid(item=True, xs=4): - with mui.Button(onClick=self.launch_new_bot, - variant="outlined", - color="success", - sx={"width": "100%", "height": "100%"}): - mui.icon.AddCircleOutline() - mui.Typography("Create") - diff --git a/frontend/components/launch_broker_card.py b/frontend/components/launch_broker_card.py deleted file mode 100644 index c842583a..00000000 --- a/frontend/components/launch_broker_card.py +++ /dev/null @@ -1,54 +0,0 @@ -import os -import time - -from docker_manager import DockerManager -import streamlit as st -from streamlit_elements import mui, sync - -import constants -from .dashboard import Dashboard - - -class LaunchBrokerCard(Dashboard.Item): - def __init__(self, *args, **kwargs): - super().__init__(*args, **kwargs) - self.is_broker_running = False - - def manage_broker_container(self): - if self.is_broker_running: - DockerManager().stop_container("hummingbot-broker") - with st.spinner('Stopping Hummingbot Broker... This process may take a few seconds...'): - time.sleep(5) - else: - DockerManager().create_broker() - with st.spinner('Starting Hummingbot Broker... This process may take a few seconds...'): - time.sleep(20) - - def __call__(self): - active_containers = DockerManager.get_active_containers() - self.is_broker_running = "hummingbot-broker" in active_containers - with mui.Paper(key=self._key, - sx={"display": "flex", "flexDirection": "column", "borderRadius": 3, "overflow": "hidden"}, - elevation=1): - with self.title_bar(padding="10px 15px 10px 15px", dark_switcher=False): - mui.Typography("🐙 Manage Broker", variant="h5") - with mui.Grid(container=True, spacing=2, sx={"padding": "10px 15px 10px 15px"}): - with mui.Grid(item=True, xs=8): - if self.is_broker_running: - mui.Alert("Hummingbot Broker is running - control your bots now!", severity="success") - else: - mui.Alert("Hummingbot Broker is not running - start it to control your bots.", - severity="error") - - with mui.Grid(item=True, xs=4): - button_text = "Stop" if self.is_broker_running else "Start" - color = "error" if self.is_broker_running else "success" - icon = mui.icon.Stop if self.is_broker_running else mui.icon.PlayCircle - with mui.Button(onClick=self.manage_broker_container, - color=color, - variant="outlined", - sx={"width": "100%", "height": "100%"}): - icon() - mui.Typography(button_text) - - diff --git a/frontend/components/launch_master_bot_card.py b/frontend/components/launch_master_bot_card.py deleted file mode 100644 index 07d08742..00000000 --- a/frontend/components/launch_master_bot_card.py +++ /dev/null @@ -1,81 +0,0 @@ -import os -import time - -from docker_manager import DockerManager -import streamlit as st -from streamlit_elements import mui - -import constants -from .dashboard import Dashboard - - -class LaunchMasterBotCard(Dashboard.Item): - def __init__(self, *args, **kwargs): - super().__init__(*args, **kwargs) - self.is_master_bot_running = False - - def manage_master_bot_container(self): - if self.is_master_bot_running: - DockerManager().stop_container("hummingbot-master_bot_conf") - with st.spinner('Stopping Master Configs instance... This process may take a few seconds.'): - time.sleep(5) - else: - DockerManager().remove_container("hummingbot-master_bot_conf") - time.sleep(2) - DockerManager().create_hummingbot_instance(instance_name="hummingbot-master_bot_conf", - base_conf_folder="hummingbot_files/templates/master_bot_conf/.", - target_conf_folder="hummingbot_files/templates/master_bot_conf/." - ) - with st.spinner('Starting Master Configs instance... This process may take a few seconds.'): - time.sleep(3) - - def __call__(self): - active_containers = DockerManager.get_active_containers() - self.is_master_bot_running = "hummingbot-master_bot_conf" in active_containers - password_file_path = os.path.join(constants.HUMMINGBOT_TEMPLATES + "/master_bot_conf/conf", - '.password_verification') - is_master_password_set = os.path.isfile(password_file_path) - with mui.Paper(key=self._key, - sx={"display": "flex", "flexDirection": "column", "borderRadius": 3, "overflow": "hidden"}, - elevation=1): - with self.title_bar(padding="10px 15px 10px 15px", dark_switcher=False): - mui.icon.Key() - mui.Typography("Master Configs", variant="h6", sx={"marginLeft": 1}) - - with mui.Grid(container=True, spacing=2, sx={"padding": "10px 15px 10px 15px"}): - with mui.Grid(item=True, xs=8): - if not is_master_password_set: - base_warning = "You need to set a master password in order to use the dashboard." - if self.is_master_bot_running: - mui.Alert(f"{base_warning} The Master Configs instance is running." - f" Attach to it in Terminal to set the master password.", severity="success") - else: - mui.Alert(f"{base_warning} Master Configs instance isn't running. Start it and" - f" set the master password to continue.", severity="error") - else: - if self.is_master_bot_running: - mui.Alert("The Master Configs instance is running." - " Attach to it in Terminal to add credentials.", - severity="success", - sx={"margin": 2}) - else: - mui.Alert("Master Configs instance isn't running. Start it to add credentials.", - severity="error") - with mui.Grid(item=True, xs=4): - button_text = "Stop" if self.is_master_bot_running else "Start" - color = "error" if self.is_master_bot_running else "success" - icon = mui.icon.Stop if self.is_master_bot_running else mui.icon.PlayCircle - with mui.Button(onClick=self.manage_master_bot_container, - color=color, - variant="outlined", - sx={"width": "100%", "height": "100%"}): - icon() - mui.Typography(button_text) - - with mui.Grid(item=True, xs=8): - if self.is_master_bot_running: - mui.TextField(InputProps={"readOnly": True}, - label="Attach to Master Configs instance", - value="docker attach hummingbot-master_bot_conf", - sx={"width": "100%"}) - diff --git a/frontend/components/launch_strategy_v2.py b/frontend/components/launch_strategy_v2.py index 268faf4d..98f59d17 100644 --- a/frontend/components/launch_strategy_v2.py +++ b/frontend/components/launch_strategy_v2.py @@ -1,12 +1,10 @@ import time import streamlit as st -from streamlit_elements import mui, lazy +from streamlit_elements import lazy, mui -from CONFIG import BACKEND_API_HOST, BACKEND_API_PORT -from backend.services.backend_api_client import BackendAPIClient -from .dashboard import Dashboard from ..st_utils import get_backend_api_client +from .dashboard import Dashboard class LaunchStrategyV2(Dashboard.Item): @@ -134,14 +132,14 @@ def __call__(self): else: config_base = config["id"] version = "NaN" + ts_text = str(trailing_stop["activation_price"]) + " / " + str(trailing_stop["trailing_delta"]) data.append({ "id": config["id"], "config_base": config_base, "version": version, "controller_name": config["controller_name"], "controller_type": config["controller_type"], "connector_name": connector_name, "trading_pair": trading_pair, "total_amount_quote": total_amount_quote, "max_loss_quote": total_amount_quote * stop_loss / 2, "stop_loss": stop_loss, "take_profit": take_profit, - "trailing_stop": str(trailing_stop["activation_price"]) + " / " + - str(trailing_stop["trailing_delta"]), + "trailing_stop": ts_text, "time_limit": time_limit}) with mui.Grid(item=True, xs=12): diff --git a/frontend/components/market_making_general_inputs.py b/frontend/components/market_making_general_inputs.py index 47b7f5e6..31111947 100644 --- a/frontend/components/market_making_general_inputs.py +++ b/frontend/components/market_making_general_inputs.py @@ -23,16 +23,19 @@ def get_market_making_general_inputs(custom_candles=False): help="Enter the trading pair to trade on (e.g., WLD-USDT).") with c3: leverage = st.number_input("Leverage", value=leverage, - help="Set the leverage to use for trading (e.g., 20 for 20x leverage). Set it to 1 for spot trading.") + help="Set the leverage to use for trading (e.g., 20 for 20x leverage). " + "Set it to 1 for spot trading.") with c4: total_amount_quote = st.number_input("Total amount of quote", value=total_amount_quote, - help="Enter the total amount in quote asset to use for trading (e.g., 1000).") + help="Enter the total amount in quote asset to use for " + "trading (e.g., 1000).") with c5: position_mode = st.selectbox("Position Mode", ("HEDGE", "ONEWAY"), index=position_mode, help="Enter the position mode (HEDGE/ONEWAY).") with c6: cooldown_time = st.number_input("Stop Loss Cooldown Time (minutes)", value=cooldown_time, - help="Specify the cooldown time in minutes after having a stop loss (e.g., 60).") * 60 + help="Specify the cooldown time in minutes after having a" + "stop loss (e.g., 60).") * 60 with c7: executor_refresh_time = st.number_input("Executor Refresh Time (minutes)", value=executor_refresh_time, help="Enter the refresh time in minutes for executors (e.g., 60).") * 60 @@ -44,11 +47,13 @@ def get_market_making_general_inputs(custom_candles=False): interval_index = intervals.index(interval) with c1: candles_connector = st.text_input("Candles Connector", value=candles_connector, - help="Enter the name of the exchange to get candles from (e.g., binance_perpetual).") + help="Enter the name of the exchange to get candles from" + "(e.g., binance_perpetual).") with c2: candles_trading_pair = st.text_input("Candles Trading Pair", value=candles_trading_pair, - help="Enter the trading pair to get candles for (e.g., WLD-USDT).") + help="Enter the trading pair to get candles for (e.g., WLD-USDT).") with c3: interval = st.selectbox("Candles Interval", intervals, index=interval_index, help="Enter the interval for candles (e.g., 1m).") - return connector_name, trading_pair, leverage, total_amount_quote, position_mode, cooldown_time, executor_refresh_time, candles_connector, candles_trading_pair, interval + return connector_name, trading_pair, leverage, total_amount_quote, position_mode, cooldown_time, \ + executor_refresh_time, candles_connector, candles_trading_pair, interval diff --git a/frontend/components/media_player.py b/frontend/components/media_player.py index 6faf78ee..f816944b 100644 --- a/frontend/components/media_player.py +++ b/frontend/components/media_player.py @@ -1,6 +1,8 @@ -from streamlit_elements import media, mui, sync, lazy +from streamlit_elements import lazy, media, mui, sync + from .dashboard import Dashboard + class Player(Dashboard.Item): def __init__(self, *args, **kwargs): @@ -11,13 +13,17 @@ def _set_url(self, event): self._url = event.target.value def __call__(self): - with mui.Paper(key=self._key, sx={"display": "flex", "flexDirection": "column", "borderRadius": 3, "overflow": "hidden"}, elevation=1): + with mui.Paper(key=self._key, + sx={"display": "flex", "flexDirection": "column", "borderRadius": 3, "overflow": "hidden"}, + elevation=1): with self.title_bar(padding="10px 15px 10px 15px", dark_switcher=False): mui.icon.OndemandVideo() mui.Typography("Media player") - with mui.Stack(direction="row", spacing=2, justifyContent="space-evenly", alignItems="center", sx={"padding": "10px"}): - mui.TextField(defaultValue=self._url, label="URL", variant="standard", sx={"flex": 0.97}, onChange=lazy(self._set_url)) + with mui.Stack(direction="row", spacing=2, justifyContent="space-evenly", alignItems="center", + sx={"padding": "10px"}): + mui.TextField(defaultValue=self._url, label="URL", variant="standard", sx={"flex": 0.97}, + onChange=lazy(self._set_url)) mui.IconButton(mui.icon.PlayCircleFilled, onClick=sync(), sx={"color": "primary.main"}) media.Player(self._url, controls=True, width="100%", height="100%") diff --git a/frontend/components/optimization_creation_card.py b/frontend/components/optimization_creation_card.py index 78765acc..3afbb1b6 100644 --- a/frontend/components/optimization_creation_card.py +++ b/frontend/components/optimization_creation_card.py @@ -1,9 +1,11 @@ -from streamlit_elements import mui, lazy import datetime +from streamlit_elements import lazy, mui + import constants from backend.utils.file_templates import strategy_optimization_template from backend.utils.os_utils import load_controllers, save_file + from .dashboard import Dashboard @@ -28,7 +30,8 @@ def _create_optimization(self, strategy_info): def __call__(self): available_strategies = load_controllers(constants.CONTROLLERS_PATH) - strategy_names = [strategy for strategy, strategy_info in available_strategies.items() if strategy_info["type"] == "directional_trading"] + strategy_names = [strategy for strategy, strategy_info in available_strategies.items() if + strategy_info["type"] == "directional_trading"] with mui.Paper(key=self._key, sx={"display": "flex", "flexDirection": "column", "borderRadius": 3, "overflow": "hidden"}, elevation=1): diff --git a/frontend/components/optimization_run_card.py b/frontend/components/optimization_run_card.py index 531cec30..822c64bb 100644 --- a/frontend/components/optimization_run_card.py +++ b/frontend/components/optimization_run_card.py @@ -1,10 +1,11 @@ import threading import optuna -from streamlit_elements import mui, lazy +from streamlit_elements import lazy, mui import constants from backend.utils.os_utils import get_function_from_file, get_python_files_from_directory + from .dashboard import Dashboard @@ -36,7 +37,9 @@ def optimization_process(): def __call__(self): optimizations = get_python_files_from_directory(constants.OPTIMIZATIONS_PATH) - with mui.Paper(key=self._key, sx={"display": "flex", "flexDirection": "column", "borderRadius": 3, "overflow": "hidden"}, elevation=1): + with mui.Paper(key=self._key, + sx={"display": "flex", "flexDirection": "column", "borderRadius": 3, "overflow": "hidden"}, + elevation=1): with self.title_bar(padding="10px 15px 10px 15px", dark_switcher=False): mui.icon.AutoFixHigh() mui.Typography("Run a optimization", variant="h6") @@ -58,7 +61,7 @@ def __call__(self): with mui.Grid(item=True, xs=4): with mui.FormControl(variant="standard", sx={"width": "100%"}): mui.TextField(defaultValue=self._optimization_name, label="Number of trials", type="number", - variant="standard", onChange=lazy(self._set_number_of_trials)) + variant="standard", onChange=lazy(self._set_number_of_trials)) with mui.Grid(item=True, xs=4): with mui.Button(variant="contained", onClick=self._run_optimization, sx={"width": "100%"}): mui.icon.PlayCircleFilled() diff --git a/frontend/components/risk_management.py b/frontend/components/risk_management.py index bcf3ee11..abeef270 100644 --- a/frontend/components/risk_management.py +++ b/frontend/components/risk_management.py @@ -29,7 +29,8 @@ def get_risk_management_inputs(): step=0.1, help="Enter the tr ailing stop activation price as a percentage (e.g., 1.0 for 1%).") / 100 with c5: - ts_delta = st.number_input("Trailing Stop Delta (%)", min_value=0.0, max_value=100.0, value=ts_delta, step=0.1, + ts_delta = st.number_input("Trailing Stop Delta (%)", min_value=0.0, max_value=100.0, value=ts_delta, + step=0.1, help="Enter the trailing stop delta as a percentage (e.g., 0.3 for 0.3%).") / 100 with c6: take_profit_order_type = st.selectbox("Take Profit Order Type", (OrderType.LIMIT, OrderType.MARKET), diff --git a/frontend/components/save_config.py b/frontend/components/save_config.py index a23dc800..7b49b352 100644 --- a/frontend/components/save_config.py +++ b/frontend/components/save_config.py @@ -1,7 +1,5 @@ import streamlit as st -from CONFIG import BACKEND_API_HOST, BACKEND_API_PORT -from backend.services.backend_api_client import BackendAPIClient from frontend.st_utils import get_backend_api_client diff --git a/frontend/components/st_inputs.py b/frontend/components/st_inputs.py index bd1d904c..a20c0708 100644 --- a/frontend/components/st_inputs.py +++ b/frontend/components/st_inputs.py @@ -1,6 +1,6 @@ -from _decimal import Decimal from math import exp +from _decimal import Decimal from hummingbot.strategy_v2.utils.distributions import Distributions @@ -45,7 +45,7 @@ def distribution_inputs(column, dist_type_name, levels=3, default_values=None): key=f"{column}_{dist_type_name.lower()}_ratio") elif dist_type == "Linear": step = column.number_input(f"{dist_type_name} End", value=1.0, - key=f"{column}_{dist_type_name.lower()}_end") + key=f"{column}_{dist_type_name.lower()}_end") else: if default_values: manual_values = [column.number_input(f"{dist_type_name} for level {i + 1}", value=value * 100.0, @@ -53,7 +53,8 @@ def distribution_inputs(column, dist_type_name, levels=3, default_values=None): enumerate(default_values)] else: manual_values = [column.number_input(f"{dist_type_name} for level {i + 1}", value=i + 1.0, - key=f"{column}_{dist_type_name.lower()}_{i}") for i, value in range(levels)] + key=f"{column}_{dist_type_name.lower()}_{i}") for i, value in + range(levels)] start = None # As start is not relevant for Manual type return dist_type, start, base, scaling_factor, step, ratio, manual_values diff --git a/frontend/pages/backtesting/analyze/analyze.py b/frontend/pages/backtesting/analyze/analyze.py index 791cd978..4d7cda26 100644 --- a/frontend/pages/backtesting/analyze/analyze.py +++ b/frontend/pages/backtesting/analyze/analyze.py @@ -1,20 +1,20 @@ -from hummingbot.core.data_type.common import PositionMode, TradeType, OrderType +import json +import os +from decimal import Decimal + +import streamlit as st +from hummingbot.core.data_type.common import OrderType, PositionMode, TradeType from hummingbot.data_feed.candles_feed.candles_factory import CandlesConfig from hummingbot.strategy_v2.strategy_frameworks.data_types import OrderLevel, TripleBarrierConf from hummingbot.strategy_v2.strategy_frameworks.directional_trading import DirectionalTradingBacktestingEngine from hummingbot.strategy_v2.utils.config_encoder_decoder import ConfigEncoderDecoder import constants -import os -import json -import streamlit as st -from decimal import Decimal - from backend.utils.optuna_database_manager import OptunaDBManager from backend.utils.os_utils import load_controllers +from frontend.st_utils import initialize_st_page from frontend.visualization.graphs import BacktestingGraphs from frontend.visualization.strategy_analysis import StrategyAnalysis -from frontend.st_utils import initialize_st_page initialize_st_page(title="Analyze", icon="🔬") @@ -56,18 +56,26 @@ def initialize_session_state_vars(): filters_column, scatter_column = st.columns([1, 6]) with filters_column: accuracy = st.slider("Accuracy", min_value=0.0, max_value=1.0, value=[0.4, 1.0], step=0.01) - net_profit = st.slider("Net PNL (%)", min_value=merged_df["net_pnl_pct"].min(), max_value=merged_df["net_pnl_pct"].max(), + net_profit = st.slider("Net PNL (%)", min_value=merged_df["net_pnl_pct"].min(), + max_value=merged_df["net_pnl_pct"].max(), value=[merged_df["net_pnl_pct"].min(), merged_df["net_pnl_pct"].max()], step=0.01) - max_drawdown = st.slider("Max Drawdown (%)", min_value=merged_df["max_drawdown_pct"].min(), max_value=merged_df["max_drawdown_pct"].max(), - value=[merged_df["max_drawdown_pct"].min(), merged_df["max_drawdown_pct"].max()], step=0.01) - total_positions = st.slider("Total Positions", min_value=merged_df["total_positions"].min(), max_value=merged_df["total_positions"].max(), - value=[merged_df["total_positions"].min(), merged_df["total_positions"].max()], step=1) + max_drawdown = st.slider("Max Drawdown (%)", min_value=merged_df["max_drawdown_pct"].min(), + max_value=merged_df["max_drawdown_pct"].max(), + value=[merged_df["max_drawdown_pct"].min(), merged_df["max_drawdown_pct"].max()], + step=0.01) + total_positions = st.slider("Total Positions", min_value=merged_df["total_positions"].min(), + max_value=merged_df["total_positions"].max(), + value=[merged_df["total_positions"].min(), merged_df["total_positions"].max()], + step=1) net_profit_filter = (merged_df["net_pnl_pct"] >= net_profit[0]) & (merged_df["net_pnl_pct"] <= net_profit[1]) accuracy_filter = (merged_df["accuracy"] >= accuracy[0]) & (merged_df["accuracy"] <= accuracy[1]) - max_drawdown_filter = (merged_df["max_drawdown_pct"] >= max_drawdown[0]) & (merged_df["max_drawdown_pct"] <= max_drawdown[1]) - total_positions_filter = (merged_df["total_positions"] >= total_positions[0]) & (merged_df["total_positions"] <= total_positions[1]) + max_drawdown_filter = (merged_df["max_drawdown_pct"] >= max_drawdown[0]) & ( + merged_df["max_drawdown_pct"] <= max_drawdown[1]) + total_positions_filter = (merged_df["total_positions"] >= total_positions[0]) & ( + merged_df["total_positions"] <= total_positions[1]) with scatter_column: - bt_graphs = BacktestingGraphs(merged_df[net_profit_filter & accuracy_filter & max_drawdown_filter & total_positions_filter]) + bt_graphs = BacktestingGraphs( + merged_df[net_profit_filter & accuracy_filter & max_drawdown_filter & total_positions_filter]) # Show and compare all of the study trials st.plotly_chart(bt_graphs.pnl_vs_maxdrawdown(), use_container_width=True) # Get study trials @@ -107,11 +115,11 @@ def initialize_session_state_vars(): # TODO: Add support for boolean fields in optimize tab field_value = st.checkbox(field_name, value=field_value) else: - raise ValueError(f"Field type {field_type} not supported") + raise ValueError("Field type {field_type} not supported") else: if field_name == "candles_config": st.write("---") - st.write(f"## Candles Config:") + st.write("## Candles Config:") candles = [] for i, candles_config in enumerate(field_value): st.write(f"#### Candle {i}:") @@ -130,7 +138,7 @@ def initialize_session_state_vars(): field_value = candles elif field_name == "order_levels": new_levels = [] - st.write(f"## Order Levels:") + st.write("## Order Levels:") for order_level in field_value: st.write(f"### Level {order_level['level']} {order_level['side'].name}") ol_c1, ol_c2 = st.columns([5, 1]) @@ -139,30 +147,38 @@ def initialize_session_state_vars(): c21, c22, c23, c24, c25 = st.columns(5) triple_barrier_conf_level = order_level["triple_barrier_conf"] with c21: - take_profit = st.number_input("Take profit", value=float(triple_barrier_conf_level["take_profit"]), + take_profit = st.number_input("Take profit", + value=float(triple_barrier_conf_level["take_profit"]), key=f"{order_level['level']}_{order_level['side'].name}_tp") with c22: - stop_loss = st.number_input("Stop Loss", value=float(triple_barrier_conf_level["stop_loss"]), + stop_loss = st.number_input("Stop Loss", + value=float(triple_barrier_conf_level["stop_loss"]), key=f"{order_level['level']}_{order_level['side'].name}_sl") with c23: time_limit = st.number_input("Time Limit", value=triple_barrier_conf_level["time_limit"], key=f"{order_level['level']}_{order_level['side'].name}_tl") with c24: - ts_ap = st.number_input("Trailing Stop Activation Price", value=float(triple_barrier_conf_level["trailing_stop_activation_price_delta"]), - key=f"{order_level['level']}_{order_level['side'].name}_tsap", format="%.4f") + ts_ap = st.number_input("Trailing Stop Activation Price", value=float( + triple_barrier_conf_level["trailing_stop_activation_price_delta"]), + key=f"{order_level['level']}_{order_level['side'].name}_tsap", + format="%.4f") with c25: - ts_td = st.number_input("Trailing Stop Trailing Delta", value=float(triple_barrier_conf_level["trailing_stop_trailing_delta"]), - key=f"{order_level['level']}_{order_level['side'].name}_tstd", format="%.4f") + ts_td = st.number_input("Trailing Stop Trailing Delta", value=float( + triple_barrier_conf_level["trailing_stop_trailing_delta"]), + key=f"{order_level['level']}_{order_level['side'].name}_tstd", + format="%.4f") with ol_c2: st.write("#### Position config:") c31, c32 = st.columns(2) with c31: - order_amount = st.number_input("Order amount USD", value=float(order_level["order_amount_usd"]), + order_amount = st.number_input("Order amount USD", + value=float(order_level["order_amount_usd"]), key=f"{order_level['level']}_{order_level['side'].name}_oa") with c32: cooldown_time = st.number_input("Cooldown time", value=order_level["cooldown_time"], key=f"{order_level['level']}_{order_level['side'].name}_cd") - triple_barrier_conf = TripleBarrierConf(stop_loss=Decimal(stop_loss), take_profit=Decimal(take_profit), + triple_barrier_conf = TripleBarrierConf(stop_loss=Decimal(stop_loss), + take_profit=Decimal(take_profit), time_limit=time_limit, trailing_stop_activation_price_delta=Decimal(ts_ap), trailing_stop_trailing_delta=Decimal(ts_td), @@ -225,4 +241,4 @@ def initialize_session_state_vars(): add_volume=add_volume) except FileNotFoundError: - st.warning(f"The requested candles could not be found.") + st.warning("The requested candles could not be found.") diff --git a/frontend/pages/backtesting/create/create.py b/frontend/pages/backtesting/create/create.py index 90086935..bdea7fc7 100644 --- a/frontend/pages/backtesting/create/create.py +++ b/frontend/pages/backtesting/create/create.py @@ -3,8 +3,8 @@ import streamlit as st from streamlit_elements import elements, mui -from frontend.components.dashboard import Dashboard from frontend.components.controllers_file_explorer import ControllersFileExplorer +from frontend.components.dashboard import Dashboard from frontend.components.directional_strategy_creation_card import DirectionalStrategyCreationCard from frontend.components.editor import Editor from frontend.st_utils import initialize_st_page diff --git a/frontend/pages/backtesting/optimize/optimize.py b/frontend/pages/backtesting/optimize/optimize.py index 498a9d4e..673df01d 100644 --- a/frontend/pages/backtesting/optimize/optimize.py +++ b/frontend/pages/backtesting/optimize/optimize.py @@ -5,18 +5,19 @@ import streamlit as st from streamlit_elements import elements, mui +from backend.utils import os_utils from frontend.components.dashboard import Dashboard from frontend.components.editor import Editor from frontend.components.optimization_creation_card import OptimizationCreationCard from frontend.components.optimization_run_card import OptimizationRunCard from frontend.components.optimizations_file_explorer import OptimizationsStrategiesFileExplorer -from backend.utils import os_utils from frontend.st_utils import initialize_st_page initialize_st_page(title="Optimize", icon="🧪") + def run_optuna_dashboard(): - os_utils.execute_bash_command(f"optuna-dashboard sqlite:///data/backtesting/backtesting_report.db") + os_utils.execute_bash_command("optuna-dashboard sqlite:///data/backtesting/backtesting_report.db") time.sleep(5) webbrowser.open("http://127.0.0.1:8080/dashboard", new=2) diff --git a/frontend/pages/config/bollinger_v1/app.py b/frontend/pages/config/bollinger_v1/app.py index b0bbdd0d..977c26e3 100644 --- a/frontend/pages/config/bollinger_v1/app.py +++ b/frontend/pages/config/bollinger_v1/app.py @@ -1,18 +1,16 @@ -import streamlit as st import pandas_ta as ta # noqa: F401 +import streamlit as st +from plotly.subplots import make_subplots from frontend.components.backtesting import backtesting_section from frontend.components.config_loader import get_default_config_loader from frontend.components.save_config import render_save_config -from frontend.pages.config.utils import get_candles -from frontend.st_utils import initialize_st_page, get_backend_api_client from frontend.pages.config.bollinger_v1.user_inputs import user_inputs -from plotly.subplots import make_subplots - +from frontend.pages.config.utils import get_candles +from frontend.st_utils import get_backend_api_client, initialize_st_page from frontend.visualization import theme from frontend.visualization.backtesting import create_backtesting_figure -from frontend.visualization.backtesting_metrics import render_backtesting_metrics, render_accuracy_metrics, \ - render_close_types +from frontend.visualization.backtesting_metrics import render_accuracy_metrics, render_backtesting_metrics, render_close_types from frontend.visualization.candles import get_candlestick_trace from frontend.visualization.indicators import get_bbands_traces, get_volume_trace from frontend.visualization.signals import get_bollinger_v1_signal_traces @@ -22,7 +20,6 @@ initialize_st_page(title="Bollinger V1", icon="📈", initial_sidebar_state="expanded") backend_api_client = get_backend_api_client() - st.text("This tool will let you create a config for Bollinger V1 and visualize the strategy.") get_default_config_loader("bollinger_v1") @@ -32,7 +29,8 @@ st.write("### Visualizing Bollinger Bands and Trading Signals") days_to_visualize = st.number_input("Days to Visualize", min_value=1, max_value=365, value=7) # Load candle data -candles = get_candles(connector_name=inputs["candles_connector"], trading_pair=inputs["candles_trading_pair"], interval=inputs["interval"], days=days_to_visualize) +candles = get_candles(connector_name=inputs["candles_connector"], trading_pair=inputs["candles_trading_pair"], + interval=inputs["interval"], days=days_to_visualize) # Create a subplot with 2 rows fig = make_subplots(rows=2, cols=1, shared_xaxes=True, @@ -41,7 +39,9 @@ add_traces_to_fig(fig, [get_candlestick_trace(candles)], row=1, col=1) add_traces_to_fig(fig, get_bbands_traces(candles, inputs["bb_length"], inputs["bb_std"]), row=1, col=1) -add_traces_to_fig(fig, get_bollinger_v1_signal_traces(candles, inputs["bb_length"], inputs["bb_std"], inputs["bb_long_threshold"], inputs["bb_short_threshold"]), row=1, col=1) +add_traces_to_fig(fig, get_bollinger_v1_signal_traces(candles, inputs["bb_length"], inputs["bb_std"], + inputs["bb_long_threshold"], inputs["bb_short_threshold"]), row=1, + col=1) add_traces_to_fig(fig, [get_volume_trace(candles)], row=2, col=1) fig.update_layout(**theme.get_default_layout()) diff --git a/frontend/pages/config/bollinger_v1/user_inputs.py b/frontend/pages/config/bollinger_v1/user_inputs.py index 8bc8988f..d5a7e0a8 100644 --- a/frontend/pages/config/bollinger_v1/user_inputs.py +++ b/frontend/pages/config/bollinger_v1/user_inputs.py @@ -1,4 +1,5 @@ import streamlit as st + from frontend.components.directional_trading_general_inputs import get_directional_trading_general_inputs from frontend.components.risk_management import get_risk_management_inputs @@ -9,7 +10,8 @@ def user_inputs(): bb_std = default_config.get("bb_std", 2.0) bb_long_threshold = default_config.get("bb_long_threshold", 0.0) bb_short_threshold = default_config.get("bb_short_threshold", 1.0) - connector_name, trading_pair, leverage, total_amount_quote, max_executors_per_side, cooldown_time, position_mode, candles_connector_name, candles_trading_pair, interval = get_directional_trading_general_inputs() + connector_name, trading_pair, leverage, total_amount_quote, max_executors_per_side, cooldown_time, position_mode, \ + candles_connector_name, candles_trading_pair, interval = get_directional_trading_general_inputs() sl, tp, time_limit, ts_ap, ts_delta, take_profit_order_type = get_risk_management_inputs() with st.expander("Bollinger Bands Configuration", expanded=True): c1, c2, c3, c4 = st.columns(4) diff --git a/frontend/pages/config/dman_maker_v2/app.py b/frontend/pages/config/dman_maker_v2/app.py index 830fe994..0649f9c1 100644 --- a/frontend/pages/config/dman_maker_v2/app.py +++ b/frontend/pages/config/dman_maker_v2/app.py @@ -1,16 +1,13 @@ import streamlit as st -from CONFIG import BACKEND_API_HOST, BACKEND_API_PORT -from backend.services.backend_api_client import BackendAPIClient from frontend.components.backtesting import backtesting_section from frontend.components.config_loader import get_default_config_loader from frontend.components.dca_distribution import get_dca_distribution_inputs from frontend.components.save_config import render_save_config from frontend.pages.config.dman_maker_v2.user_inputs import user_inputs -from frontend.st_utils import initialize_st_page, get_backend_api_client +from frontend.st_utils import get_backend_api_client, initialize_st_page from frontend.visualization.backtesting import create_backtesting_figure -from frontend.visualization.backtesting_metrics import render_backtesting_metrics, render_accuracy_metrics, \ - render_close_types +from frontend.visualization.backtesting_metrics import render_accuracy_metrics, render_backtesting_metrics, render_close_types from frontend.visualization.dca_builder import create_dca_graph from frontend.visualization.executors_distribution import create_executors_distribution_traces @@ -18,14 +15,14 @@ initialize_st_page(title="D-Man Maker V2", icon="🧙‍♂️") backend_api_client = get_backend_api_client() - # Page content st.text("This tool will let you create a config for D-Man Maker V2 and upload it to the BackendAPI.") get_default_config_loader("dman_maker_v2") inputs = user_inputs() with st.expander("Executor Distribution:", expanded=True): - fig = create_executors_distribution_traces(inputs["buy_spreads"], inputs["sell_spreads"], inputs["buy_amounts_pct"], inputs["sell_amounts_pct"], inputs["total_amount_quote"]) + fig = create_executors_distribution_traces(inputs["buy_spreads"], inputs["sell_spreads"], inputs["buy_amounts_pct"], + inputs["sell_amounts_pct"], inputs["total_amount_quote"]) st.plotly_chart(fig, use_container_width=True) dca_inputs = get_dca_distribution_inputs() diff --git a/frontend/pages/config/dman_maker_v2/user_inputs.py b/frontend/pages/config/dman_maker_v2/user_inputs.py index 5ccf4d99..8f207f3c 100644 --- a/frontend/pages/config/dman_maker_v2/user_inputs.py +++ b/frontend/pages/config/dman_maker_v2/user_inputs.py @@ -5,8 +5,10 @@ def user_inputs(): - connector_name, trading_pair, leverage, total_amount_quote, position_mode, cooldown_time, executor_refresh_time, _, _, _ = get_market_making_general_inputs() - buy_spread_distributions, sell_spread_distributions, buy_order_amounts_pct, sell_order_amounts_pct = get_executors_distribution_inputs() + connector_name, trading_pair, leverage, total_amount_quote, position_mode, cooldown_time,\ + executor_refresh_time, _, _, _ = get_market_making_general_inputs() + buy_spread_distributions, sell_spread_distributions, buy_order_amounts_pct, \ + sell_order_amounts_pct = get_executors_distribution_inputs() with st.expander("Custom D-Man Maker V2 Settings"): c1, c2 = st.columns(2) with c1: diff --git a/frontend/pages/config/dman_v5/README.md b/frontend/pages/config/dman_v5/README.md deleted file mode 100644 index 2fa8d53f..00000000 --- a/frontend/pages/config/dman_v5/README.md +++ /dev/null @@ -1,19 +0,0 @@ -# D-Man Maker V2 - -## Features -- **Interactive Configuration**: Configure market making parameters such as spreads, amounts, and order levels through an intuitive web interface. -- **Visual Feedback**: Visualize order spread and amount distributions using dynamic Plotly charts. -- **Backend Integration**: Save and deploy configurations directly to a backend system for active management and execution. - -### Using the Tool -1. **Configure Parameters**: Use the Streamlit interface to input parameters such as connector type, trading pair, and leverage. -2. **Set Distributions**: Define distributions for buy and sell orders, including spread and amount, either manually or through predefined distribution types like Geometric or Fibonacci. -3. **Visualize Orders**: View the configured order distributions on a Plotly graph, which illustrates the relationship between spread and amount. -4. **Export Configuration**: Once the configuration is set, export it as a YAML file or directly upload it to the Backend API. -5. **Upload**: Use the "Upload Config to BackendAPI" button to send your configuration to the backend system. Then can be used to deploy a new bot. - -## Troubleshooting -- **UI Not Loading**: Ensure all Python dependencies are installed and that the Streamlit server is running correctly. -- **API Errors**: Check the console for any error messages that may indicate issues with the backend connection. - -For more detailed documentation on the backend API and additional configurations, please refer to the project's documentation or contact the development team. \ No newline at end of file diff --git a/frontend/pages/config/dman_v5/__init__.py b/frontend/pages/config/dman_v5/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/frontend/pages/config/dman_v5/app.py b/frontend/pages/config/dman_v5/app.py deleted file mode 100644 index 9522cb88..00000000 --- a/frontend/pages/config/dman_v5/app.py +++ /dev/null @@ -1,147 +0,0 @@ -import streamlit as st -import pandas as pd -import plotly.graph_objects as go -import yaml -from plotly.subplots import make_subplots - -from CONFIG import BACKEND_API_HOST, BACKEND_API_PORT -from backend.services.backend_api_client import BackendAPIClient -from frontend.st_utils import initialize_st_page, get_backend_api_client - -# Initialize the Streamlit page -initialize_st_page(title="D-Man V5", icon="📊", initial_sidebar_state="expanded") - -@st.cache_data -def get_candles(connector_name, trading_pair, interval, max_records): - backend_client = BackendAPIClient(BACKEND_API_HOST, BACKEND_API_PORT) - return backend_client.get_real_time_candles(connector_name, trading_pair, interval, max_records) - -@st.cache_data -def add_indicators(df, macd_fast, macd_slow, macd_signal, diff_lookback): - # MACD - df.ta.macd(fast=macd_fast, slow=macd_slow, signal=macd_signal, append=True) - - # Decision Logic - macdh = df[f"MACDh_{macd_fast}_{macd_slow}_{macd_signal}"] - macdh_diff = df[f"MACDh_{macd_fast}_{macd_slow}_{macd_signal}"].diff(diff_lookback) - - long_condition = (macdh > 0) & (macdh_diff > 0) - short_condition = (macdh < 0) & (macdh_diff < 0) - - df["signal"] = 0 - df.loc[long_condition, "signal"] = 1 - df.loc[short_condition, "signal"] = -1 - - return df - -st.write("## Configuration") -c1, c2, c3 = st.columns(3) -with c1: - connector_name = st.text_input("Connector Name", value="binance_perpetual") - trading_pair = st.text_input("Trading Pair", value="WLD-USDT") -with c2: - interval = st.selectbox("Candle Interval", ["1m", "3m", "5m", "15m", "30m"], index=1) - max_records = st.number_input("Max Records", min_value=100, max_value=10000, value=1000) -with c3: - macd_fast = st.number_input("MACD Fast", min_value=1, value=21) - macd_slow = st.number_input("MACD Slow", min_value=1, value=42) - macd_signal = st.number_input("MACD Signal", min_value=1, value=9) - diff_lookback = st.number_input("MACD Diff Lookback", min_value=1, value=5) - -# Fetch and process data -candle_data = get_candles(connector_name, trading_pair, interval, max_records) -df = pd.DataFrame(candle_data) -df.index = pd.to_datetime(df['timestamp'], unit='s') -df = add_indicators(df, macd_fast, macd_slow, macd_signal, diff_lookback) - -# Prepare data for signals -signals = df[df['signal'] != 0] -buy_signals = signals[signals['signal'] == 1] -sell_signals = signals[signals['signal'] == -1] - - -# Define your color palette -tech_colors = { - 'upper_band': '#4682B4', - 'middle_band': '#FFD700', - 'lower_band': '#32CD32', - 'buy_signal': '#1E90FF', - 'sell_signal': '#FF0000', -} - -# Create a subplot with 3 rows -fig = make_subplots(rows=3, cols=1, shared_xaxes=True, - vertical_spacing=0.05, # Adjust spacing to make the plot look better - subplot_titles=('Candlestick', 'MACD Line and Histogram', 'Trading Signals'), - row_heights=[0.5, 0.3, 0.2]) # Adjust heights to give more space to candlestick and MACD - -# Candlestick and Bollinger Bands -fig.add_trace(go.Candlestick(x=df.index, - open=df['open'], - high=df['high'], - low=df['low'], - close=df['close'], - name="Candlesticks", increasing_line_color='#2ECC71', decreasing_line_color='#E74C3C'), - row=1, col=1) - -# MACD Line and Histogram -fig.add_trace(go.Scatter(x=df.index, y=df[f"MACD_{macd_fast}_{macd_slow}_{macd_signal}"], line=dict(color='orange'), name='MACD Line'), row=2, col=1) -fig.add_trace(go.Scatter(x=df.index, y=df[f"MACDs_{macd_fast}_{macd_slow}_{macd_signal}"], line=dict(color='purple'), name='MACD Signal'), row=2, col=1) -fig.add_trace(go.Bar(x=df.index, y=df[f"MACDh_{macd_fast}_{macd_slow}_{macd_signal}"], name='MACD Histogram', marker_color=df[f"MACDh_{macd_fast}_{macd_slow}_{macd_signal}"].apply(lambda x: '#FF6347' if x < 0 else '#32CD32')), row=2, col=1) -# Signals plot -fig.add_trace(go.Scatter(x=buy_signals.index, y=buy_signals['close'], mode='markers', - marker=dict(color=tech_colors['buy_signal'], size=10, symbol='triangle-up'), - name='Buy Signal'), row=1, col=1) -fig.add_trace(go.Scatter(x=sell_signals.index, y=sell_signals['close'], mode='markers', - marker=dict(color=tech_colors['sell_signal'], size=10, symbol='triangle-down'), - name='Sell Signal'), row=1, col=1) - -# Trading Signals -fig.add_trace(go.Scatter(x=signals.index, y=signals['signal'], mode='markers', marker=dict(color=signals['signal'].map({1: '#1E90FF', -1: '#FF0000'}), size=10), name='Trading Signals'), row=3, col=1) - -# Update layout settings for a clean look -fig.update_layout(height=1000, title="MACD and Bollinger Bands Strategy", xaxis_title="Time", yaxis_title="Price", template="plotly_dark", showlegend=True) -fig.update_xaxes(rangeslider_visible=False, row=1, col=1) -fig.update_xaxes(rangeslider_visible=False, row=2, col=1) -fig.update_xaxes(rangeslider_visible=False, row=3, col=1) - -# Display the chart -st.plotly_chart(fig, use_container_width=True) - - -c1, c2, c3 = st.columns([2, 2, 1]) - -with c1: - config_base = st.text_input("Config Base", value=f"macd_bb_v1-{connector_name}-{trading_pair.split('-')[0]}") -with c2: - config_tag = st.text_input("Config Tag", value="1.1") - -# Save the configuration -id = f"{config_base}-{config_tag}" - -config = { - "id": id, - "connector_name": connector_name, - "trading_pair": trading_pair, - "interval": interval, - "macd_fast": macd_fast, - "macd_slow": macd_slow, - "macd_signal": macd_signal, -} - -yaml_config = yaml.dump(config, default_flow_style=False) - -with c3: - download_config = st.download_button( - label="Download YAML", - data=yaml_config, - file_name=f'{id.lower()}.yml', - mime='text/yaml' - ) - upload_config_to_backend = st.button("Upload Config to BackendAPI") - - -if upload_config_to_backend: - backend_api_client = get_backend_api_client() - backend_api_client.add_controller_config(config) - st.success("Config uploaded successfully!") diff --git a/frontend/pages/config/kalman_filter_v1/app.py b/frontend/pages/config/kalman_filter_v1/app.py index 2479d186..08749dcd 100644 --- a/frontend/pages/config/kalman_filter_v1/app.py +++ b/frontend/pages/config/kalman_filter_v1/app.py @@ -1,13 +1,14 @@ -import streamlit as st import pandas as pd import plotly.graph_objects as go +import streamlit as st import yaml from hummingbot.connector.connector_base import OrderType +from plotly.subplots import make_subplots from pykalman import KalmanFilter -from CONFIG import BACKEND_API_HOST, BACKEND_API_PORT from backend.services.backend_api_client import BackendAPIClient -from frontend.st_utils import initialize_st_page, get_backend_api_client +from CONFIG import BACKEND_API_HOST, BACKEND_API_PORT +from frontend.st_utils import get_backend_api_client, initialize_st_page # Initialize the Streamlit page initialize_st_page(title="Kalman Filter V1", icon="📈", initial_sidebar_state="expanded") @@ -18,6 +19,7 @@ def get_candles(connector_name="binance", trading_pair="BTC-USDT", interval="1m" backend_client = BackendAPIClient(BACKEND_API_HOST, BACKEND_API_PORT) return backend_client.get_real_time_candles(connector_name, trading_pair, interval, max_records) + @st.cache_data def add_indicators(df, observation_covariance=1, transition_covariance=0.01, initial_state_covariance=0.001): # Add Bollinger Bands @@ -61,7 +63,6 @@ def add_indicators(df, observation_covariance=1, transition_covariance=0.01, ini with c4: max_records = st.number_input("Max Records", min_value=100, max_value=10000, value=1000) - st.write("## Positions Configuration") c1, c2, c3, c4 = st.columns(4) with c1: @@ -87,28 +88,25 @@ def add_indicators(df, observation_covariance=1, transition_covariance=0.01, ini with c2: transition_covariance = st.number_input("Transition Covariance", value=0.001, step=0.0001, format="%.4f") - # Load candle data -candle_data = get_candles(connector_name=candles_connector, trading_pair=candles_trading_pair, interval=interval, max_records=max_records) +candle_data = get_candles(connector_name=candles_connector, trading_pair=candles_trading_pair, interval=interval, + max_records=max_records) df = pd.DataFrame(candle_data) df.index = pd.to_datetime(df['timestamp'], unit='s') candles_processed = add_indicators(df, observation_covariance, transition_covariance) - - # Prepare data for signals signals = candles_processed[candles_processed['signal'] != 0] buy_signals = signals[signals['signal'] == 1] sell_signals = signals[signals['signal'] == -1] -from plotly.subplots import make_subplots # Define your color palette tech_colors = { - 'upper_band': '#4682B4', # Steel Blue for the Upper Bollinger Band + 'upper_band': '#4682B4', # Steel Blue for the Upper Bollinger Band 'middle_band': '#FFD700', # Gold for the Middle Bollinger Band - 'lower_band': '#32CD32', # Green for the Lower Bollinger Band - 'buy_signal': '#1E90FF', # Dodger Blue for Buy Signals + 'lower_band': '#32CD32', # Green for the Lower Bollinger Band + 'buy_signal': '#1E90FF', # Dodger Blue for Buy Signals 'sell_signal': '#FF0000', # Red for Sell Signals } @@ -127,9 +125,15 @@ def add_indicators(df, observation_covariance=1, transition_covariance=0.01, ini row=1, col=1) # Bollinger Bands -fig.add_trace(go.Scatter(x=candles_processed.index, y=candles_processed['kf_upper'], line=dict(color=tech_colors['upper_band']), name='Upper Band'), row=1, col=1) -fig.add_trace(go.Scatter(x=candles_processed.index, y=candles_processed['kf'], line=dict(color=tech_colors['middle_band']), name='Middle Band'), row=1, col=1) -fig.add_trace(go.Scatter(x=candles_processed.index, y=candles_processed['kf_lower'], line=dict(color=tech_colors['lower_band']), name='Lower Band'), row=1, col=1) +fig.add_trace( + go.Scatter(x=candles_processed.index, y=candles_processed['kf_upper'], line=dict(color=tech_colors['upper_band']), + name='Upper Band'), row=1, col=1) +fig.add_trace( + go.Scatter(x=candles_processed.index, y=candles_processed['kf'], line=dict(color=tech_colors['middle_band']), + name='Middle Band'), row=1, col=1) +fig.add_trace( + go.Scatter(x=candles_processed.index, y=candles_processed['kf_lower'], line=dict(color=tech_colors['lower_band']), + name='Lower Band'), row=1, col=1) # Signals plot fig.add_trace(go.Scatter(x=buy_signals.index, y=buy_signals['close'], mode='markers', @@ -140,7 +144,8 @@ def add_indicators(df, observation_covariance=1, transition_covariance=0.01, ini name='Sell Signal'), row=1, col=1) fig.add_trace(go.Scatter(x=signals.index, y=signals['signal'], mode='markers', - marker=dict(color=signals['signal'].map({1: tech_colors['buy_signal'], -1: tech_colors['sell_signal']}), size=10), + marker=dict(color=signals['signal'].map( + {1: tech_colors['buy_signal'], -1: tech_colors['sell_signal']}), size=10), showlegend=False), row=2, col=1) # Update layout @@ -218,8 +223,7 @@ def add_indicators(df, observation_covariance=1, transition_covariance=0.01, ini ) upload_config_to_backend = st.button("Upload Config to BackendAPI") - if upload_config_to_backend: backend_api_client = get_backend_api_client() backend_api_client.add_controller_config(config) - st.success("Config uploaded successfully!") \ No newline at end of file + st.success("Config uploaded successfully!") diff --git a/frontend/pages/config/macd_bb_v1/app.py b/frontend/pages/config/macd_bb_v1/app.py index 3857587d..02372924 100644 --- a/frontend/pages/config/macd_bb_v1/app.py +++ b/frontend/pages/config/macd_bb_v1/app.py @@ -6,11 +6,10 @@ from frontend.components.save_config import render_save_config from frontend.pages.config.macd_bb_v1.user_inputs import user_inputs from frontend.pages.config.utils import get_candles -from frontend.st_utils import initialize_st_page, get_backend_api_client +from frontend.st_utils import get_backend_api_client, initialize_st_page from frontend.visualization import theme from frontend.visualization.backtesting import create_backtesting_figure -from frontend.visualization.backtesting_metrics import render_backtesting_metrics, render_accuracy_metrics, \ - render_close_types +from frontend.visualization.backtesting_metrics import render_accuracy_metrics, render_backtesting_metrics, render_close_types from frontend.visualization.candles import get_candlestick_trace from frontend.visualization.indicators import get_bbands_traces, get_macd_traces from frontend.visualization.signals import get_macdbb_v1_signal_traces @@ -25,11 +24,11 @@ inputs = user_inputs() st.session_state["default_config"].update(inputs) - st.write("### Visualizing MACD Bollinger Trading Signals") days_to_visualize = st.number_input("Days to Visualize", min_value=1, max_value=365, value=7) # Load candle data -candles = get_candles(connector_name=inputs["candles_connector"], trading_pair=inputs["candles_trading_pair"], interval=inputs["interval"], days=days_to_visualize) +candles = get_candles(connector_name=inputs["candles_connector"], trading_pair=inputs["candles_trading_pair"], + interval=inputs["interval"], days=days_to_visualize) # Create a subplot with 2 rows fig = make_subplots(rows=2, cols=1, shared_xaxes=True, @@ -38,9 +37,12 @@ add_traces_to_fig(fig, [get_candlestick_trace(candles)], row=1, col=1) add_traces_to_fig(fig, get_bbands_traces(candles, inputs["bb_length"], inputs["bb_std"]), row=1, col=1) add_traces_to_fig(fig, get_macdbb_v1_signal_traces(df=candles, bb_length=inputs["bb_length"], bb_std=inputs["bb_std"], - bb_long_threshold=inputs["bb_long_threshold"], bb_short_threshold=inputs["bb_short_threshold"], - macd_fast=inputs["macd_fast"], macd_slow=inputs["macd_slow"], macd_signal=inputs["macd_signal"]), row=1, col=1) -add_traces_to_fig(fig, get_macd_traces(df=candles, macd_fast=inputs["macd_fast"], macd_slow=inputs["macd_slow"], macd_signal=inputs["macd_signal"]), row=2, col=1) + bb_long_threshold=inputs["bb_long_threshold"], + bb_short_threshold=inputs["bb_short_threshold"], + macd_fast=inputs["macd_fast"], macd_slow=inputs["macd_slow"], + macd_signal=inputs["macd_signal"]), row=1, col=1) +add_traces_to_fig(fig, get_macd_traces(df=candles, macd_fast=inputs["macd_fast"], macd_slow=inputs["macd_slow"], + macd_signal=inputs["macd_signal"]), row=2, col=1) fig.update_layout(**theme.get_default_layout()) # Use Streamlit's functionality to display the plot @@ -61,4 +63,3 @@ render_close_types(bt_results["results"]) st.write("---") render_save_config(st.session_state["default_config"]["id"], st.session_state["default_config"]) - diff --git a/frontend/pages/config/macd_bb_v1/user_inputs.py b/frontend/pages/config/macd_bb_v1/user_inputs.py index 3e7e2129..b928a827 100644 --- a/frontend/pages/config/macd_bb_v1/user_inputs.py +++ b/frontend/pages/config/macd_bb_v1/user_inputs.py @@ -1,4 +1,5 @@ import streamlit as st + from frontend.components.directional_trading_general_inputs import get_directional_trading_general_inputs from frontend.components.risk_management import get_risk_management_inputs @@ -12,7 +13,8 @@ def user_inputs(): macd_fast = default_config.get("macd_fast", 21) macd_slow = default_config.get("macd_slow", 42) macd_signal = default_config.get("macd_signal", 9) - connector_name, trading_pair, leverage, total_amount_quote, max_executors_per_side, cooldown_time, position_mode, candles_connector_name, candles_trading_pair, interval = get_directional_trading_general_inputs() + connector_name, trading_pair, leverage, total_amount_quote, max_executors_per_side, cooldown_time, position_mode,\ + candles_connector_name, candles_trading_pair, interval = get_directional_trading_general_inputs() sl, tp, time_limit, ts_ap, ts_delta, take_profit_order_type = get_risk_management_inputs() with st.expander("MACD Bollinger Configuration", expanded=True): c1, c2, c3, c4, c5, c6, c7 = st.columns(7) diff --git a/frontend/pages/config/pmm_dynamic/app.py b/frontend/pages/config/pmm_dynamic/app.py index f1544444..3c7eb521 100644 --- a/frontend/pages/config/pmm_dynamic/app.py +++ b/frontend/pages/config/pmm_dynamic/app.py @@ -1,23 +1,21 @@ -import streamlit as st import plotly.graph_objects as go +import streamlit as st from plotly.subplots import make_subplots +# Import submodules +from frontend.components.backtesting import backtesting_section from frontend.components.config_loader import get_default_config_loader from frontend.components.executors_distribution import get_executors_distribution_inputs from frontend.components.save_config import render_save_config - -# Import submodules -from frontend.components.backtesting import backtesting_section from frontend.pages.config.pmm_dynamic.spread_and_price_multipliers import get_pmm_dynamic_multipliers from frontend.pages.config.pmm_dynamic.user_inputs import user_inputs from frontend.pages.config.utils import get_candles -from frontend.st_utils import initialize_st_page, get_backend_api_client +from frontend.st_utils import get_backend_api_client, initialize_st_page from frontend.visualization import theme from frontend.visualization.backtesting import create_backtesting_figure +from frontend.visualization.backtesting_metrics import render_accuracy_metrics, render_backtesting_metrics, render_close_types from frontend.visualization.candles import get_candlestick_trace from frontend.visualization.executors_distribution import create_executors_distribution_traces -from frontend.visualization.backtesting_metrics import render_backtesting_metrics, render_close_types, \ - render_accuracy_metrics from frontend.visualization.indicators import get_macd_traces from frontend.visualization.utils import add_traces_to_fig @@ -35,16 +33,25 @@ "In the order distributions graph, we are going to see the values of the orders affected by the average NATR") days_to_visualize = st.number_input("Days to Visualize", min_value=1, max_value=365, value=7) # Load candle data -candles = get_candles(connector_name=inputs["candles_connector"], trading_pair=inputs["candles_trading_pair"], interval=inputs["interval"], days=days_to_visualize) +candles = get_candles(connector_name=inputs["candles_connector"], trading_pair=inputs["candles_trading_pair"], + interval=inputs["interval"], days=days_to_visualize) with st.expander("Visualizing PMM Dynamic Indicators", expanded=True): fig = make_subplots(rows=4, cols=1, shared_xaxes=True, - vertical_spacing=0.02, subplot_titles=('Candlestick with Bollinger Bands', 'MACD', "Price Multiplier", "Spreads Multiplier"), + vertical_spacing=0.02, subplot_titles=("Candlestick with Bollinger Bands", "MACD", + "Price Multiplier", "Spreads Multiplier"), row_heights=[0.8, 0.2, 0.2, 0.2]) add_traces_to_fig(fig, [get_candlestick_trace(candles)], row=1, col=1) - add_traces_to_fig(fig, get_macd_traces(df=candles, macd_fast=inputs["macd_fast"], macd_slow=inputs["macd_slow"], macd_signal=inputs["macd_signal"]), row=2, col=1) - price_multiplier, spreads_multiplier = get_pmm_dynamic_multipliers(candles, inputs["macd_fast"], inputs["macd_slow"], inputs["macd_signal"], inputs["natr_length"]) - add_traces_to_fig(fig, [go.Scatter(x=candles.index, y=price_multiplier, name="Price Multiplier", line=dict(color="blue"))], row=3, col=1) - add_traces_to_fig(fig, [go.Scatter(x=candles.index, y=spreads_multiplier, name="Base Spread", line=dict(color="red"))], row=4, col=1) + add_traces_to_fig(fig, get_macd_traces(df=candles, macd_fast=inputs["macd_fast"], macd_slow=inputs["macd_slow"], + macd_signal=inputs["macd_signal"]), row=2, col=1) + price_multiplier, spreads_multiplier = get_pmm_dynamic_multipliers(candles, inputs["macd_fast"], + inputs["macd_slow"], inputs["macd_signal"], + inputs["natr_length"]) + add_traces_to_fig(fig, [ + go.Scatter(x=candles.index, y=price_multiplier, name="Price Multiplier", line=dict(color="blue"))], row=3, + col=1) + add_traces_to_fig(fig, + [go.Scatter(x=candles.index, y=spreads_multiplier, name="Base Spread", line=dict(color="red"))], + row=4, col=1) fig.update_layout(**theme.get_default_layout(height=1000)) fig.update_yaxes(tickformat=".2%", row=3, col=1) fig.update_yaxes(tickformat=".2%", row=4, col=1) @@ -53,7 +60,8 @@ st.write("### Executors Distribution") st.write("The order distributions are affected by the average NATR. This means that if the first order has a spread of " "1 and the NATR is 0.005, the first order will have a spread of 0.5% of the mid price.") -buy_spread_distributions, sell_spread_distributions, buy_order_amounts_pct, sell_order_amounts_pct = get_executors_distribution_inputs(use_custom_spread_units=True) +buy_spread_distributions, sell_spread_distributions, buy_order_amounts_pct, \ + sell_order_amounts_pct = get_executors_distribution_inputs(use_custom_spread_units=True) inputs["buy_spreads"] = [spread * 100 for spread in buy_spread_distributions] inputs["sell_spreads"] = [spread * 100 for spread in sell_spread_distributions] inputs["buy_amounts_pct"] = buy_order_amounts_pct @@ -64,7 +72,8 @@ buy_spreads = [spread * natr_avarage for spread in inputs["buy_spreads"]] sell_spreads = [spread * natr_avarage for spread in inputs["sell_spreads"]] st.write(f"Average NATR: {natr_avarage:.2%}") - fig = create_executors_distribution_traces(buy_spreads, sell_spreads, inputs["buy_amounts_pct"], inputs["sell_amounts_pct"], inputs["total_amount_quote"]) + fig = create_executors_distribution_traces(buy_spreads, sell_spreads, inputs["buy_amounts_pct"], + inputs["sell_amounts_pct"], inputs["total_amount_quote"]) st.plotly_chart(fig, use_container_width=True) bt_results = backtesting_section(inputs, backend_api_client) diff --git a/frontend/pages/config/pmm_dynamic/spread_and_price_multipliers.py b/frontend/pages/config/pmm_dynamic/spread_and_price_multipliers.py index dfb85f2a..efd99c56 100644 --- a/frontend/pages/config/pmm_dynamic/spread_and_price_multipliers.py +++ b/frontend/pages/config/pmm_dynamic/spread_and_price_multipliers.py @@ -1,4 +1,4 @@ -import pandas_ta as ta # noqa: F401 +import pandas_ta as ta # noqa: F401 def get_pmm_dynamic_multipliers(df, macd_fast, macd_slow, macd_signal, natr_length): diff --git a/frontend/pages/config/pmm_dynamic/user_inputs.py b/frontend/pages/config/pmm_dynamic/user_inputs.py index 21e7736d..1487e424 100644 --- a/frontend/pages/config/pmm_dynamic/user_inputs.py +++ b/frontend/pages/config/pmm_dynamic/user_inputs.py @@ -10,7 +10,8 @@ def user_inputs(): macd_slow = default_config.get("macd_slow", 42) macd_signal = default_config.get("macd_signal", 9) natr_length = default_config.get("natr_length", 14) - connector_name, trading_pair, leverage, total_amount_quote, position_mode, cooldown_time, executor_refresh_time, candles_connector, candles_trading_pair, interval = get_market_making_general_inputs(custom_candles=True) + connector_name, trading_pair, leverage, total_amount_quote, position_mode, cooldown_time, executor_refresh_time, \ + candles_connector, candles_trading_pair, interval = get_market_making_general_inputs(custom_candles=True) sl, tp, time_limit, ts_ap, ts_delta, take_profit_order_type = get_risk_management_inputs() with st.expander("PMM Dynamic Configuration", expanded=True): c1, c2, c3, c4 = st.columns(4) diff --git a/frontend/pages/config/pmm_simple/app.py b/frontend/pages/config/pmm_simple/app.py index 445c3629..e6f25989 100644 --- a/frontend/pages/config/pmm_simple/app.py +++ b/frontend/pages/config/pmm_simple/app.py @@ -1,23 +1,20 @@ import streamlit as st -from backend.services.backend_api_client import BackendAPIClient -from CONFIG import BACKEND_API_HOST, BACKEND_API_PORT + +from frontend.components.backtesting import backtesting_section from frontend.components.config_loader import get_default_config_loader from frontend.components.save_config import render_save_config # Import submodules from frontend.pages.config.pmm_simple.user_inputs import user_inputs -from frontend.components.backtesting import backtesting_section -from frontend.st_utils import initialize_st_page, get_backend_api_client +from frontend.st_utils import get_backend_api_client, initialize_st_page from frontend.visualization.backtesting import create_backtesting_figure +from frontend.visualization.backtesting_metrics import render_accuracy_metrics, render_backtesting_metrics, render_close_types from frontend.visualization.executors_distribution import create_executors_distribution_traces -from frontend.visualization.backtesting_metrics import render_backtesting_metrics, render_close_types, \ - render_accuracy_metrics # Initialize the Streamlit page initialize_st_page(title="PMM Simple", icon="👨‍🏫") backend_api_client = get_backend_api_client() - # Page content st.text("This tool will let you create a config for PMM Simple, backtest and upload it to the Backend API.") get_default_config_loader("pmm_simple") @@ -26,7 +23,8 @@ st.session_state["default_config"].update(inputs) with st.expander("Executor Distribution:", expanded=True): - fig = create_executors_distribution_traces(inputs["buy_spreads"], inputs["sell_spreads"], inputs["buy_amounts_pct"], inputs["sell_amounts_pct"], inputs["total_amount_quote"]) + fig = create_executors_distribution_traces(inputs["buy_spreads"], inputs["sell_spreads"], inputs["buy_amounts_pct"], + inputs["sell_amounts_pct"], inputs["total_amount_quote"]) st.plotly_chart(fig, use_container_width=True) bt_results = backtesting_section(inputs, backend_api_client) diff --git a/frontend/pages/config/pmm_simple/user_inputs.py b/frontend/pages/config/pmm_simple/user_inputs.py index b1604811..6c4f62d6 100644 --- a/frontend/pages/config/pmm_simple/user_inputs.py +++ b/frontend/pages/config/pmm_simple/user_inputs.py @@ -1,13 +1,13 @@ -import streamlit as st - from frontend.components.executors_distribution import get_executors_distribution_inputs from frontend.components.market_making_general_inputs import get_market_making_general_inputs from frontend.components.risk_management import get_risk_management_inputs def user_inputs(): - connector_name, trading_pair, leverage, total_amount_quote, position_mode, cooldown_time, executor_refresh_time, _, _, _ = get_market_making_general_inputs() - buy_spread_distributions, sell_spread_distributions, buy_order_amounts_pct, sell_order_amounts_pct = get_executors_distribution_inputs() + connector_name, trading_pair, leverage, total_amount_quote, position_mode, cooldown_time, \ + executor_refresh_time, _, _, _ = get_market_making_general_inputs() + buy_spread_distributions, sell_spread_distributions, buy_order_amounts_pct, \ + sell_order_amounts_pct = get_executors_distribution_inputs() sl, tp, time_limit, ts_ap, ts_delta, take_profit_order_type = get_risk_management_inputs() # Create the config config = { diff --git a/frontend/pages/config/position_builder/README.md b/frontend/pages/config/position_builder/README.md deleted file mode 100644 index e69de29b..00000000 diff --git a/frontend/pages/config/position_builder/__init__.py b/frontend/pages/config/position_builder/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/frontend/pages/config/position_builder/app.py b/frontend/pages/config/position_builder/app.py deleted file mode 100644 index 8feb50ab..00000000 --- a/frontend/pages/config/position_builder/app.py +++ /dev/null @@ -1,207 +0,0 @@ -import streamlit as st -from plotly.subplots import make_subplots -import plotly.graph_objects as go -from decimal import Decimal -import yaml - -from frontend.components.st_inputs import normalize, distribution_inputs, get_distribution -from frontend.st_utils import initialize_st_page - -# Initialize the Streamlit page -initialize_st_page(title="Position Generator", icon="🔭") - -# Page content -st.text("This tool will help you analyze and generate a position config.") -st.write("---") - -# Layout in columns -col_quote, col_tp_sl, col_levels, col_spread_dist, col_amount_dist = st.columns([1, 1, 1, 2, 2]) - -def convert_to_yaml(spreads, order_amounts): - data = { - 'dca_spreads': [float(spread)/100 for spread in spreads], - 'dca_amounts': [float(amount) for amount in order_amounts] - } - return yaml.dump(data, default_flow_style=False) - - -with col_quote: - total_amount_quote = st.number_input("Total amount of quote", value=1000) - -with col_tp_sl: - tp = st.number_input("Take Profit (%)", min_value=0.0, max_value=100.0, value=2.0, step=0.1) - sl = st.number_input("Stop Loss (%)", min_value=0.0, max_value=100.0, value=8.0, step=0.1) - -with col_levels: - n_levels = st.number_input("Number of Levels", min_value=1, value=5) - - -# Spread and Amount Distributions -spread_dist_type, spread_start, spread_base, spread_scaling, spread_step, spread_ratio, manual_spreads = distribution_inputs(col_spread_dist, "Spread", n_levels) -amount_dist_type, amount_start, amount_base, amount_scaling, amount_step, amount_ratio, manual_amounts = distribution_inputs(col_amount_dist, "Amount", n_levels) - -spread_distribution = get_distribution(spread_dist_type, n_levels, spread_start, spread_base, spread_scaling, spread_step, spread_ratio, manual_spreads) -amount_distribution = normalize(get_distribution(amount_dist_type, n_levels, amount_start, amount_base, amount_scaling, amount_step, amount_ratio, manual_amounts)) -order_amounts = [Decimal(amount_dist * total_amount_quote) for amount_dist in amount_distribution] -spreads = [Decimal(spread - spread_distribution[0]) for spread in spread_distribution] - - -# Export Button -if st.button('Export as YAML'): - yaml_data = convert_to_yaml(spreads, order_amounts) - st.download_button( - label="Download YAML", - data=yaml_data, - file_name='config.yaml', - mime='text/yaml' - ) - -break_even_values = [] -take_profit_values = [] -for level in range(n_levels): - spreads_normalized = [Decimal(spread) + Decimal(0.01) for spread in spreads[:level+1]] - amounts = order_amounts[:level+1] - break_even = (sum([spread * amount for spread, amount in zip(spreads_normalized, amounts)]) / sum(amounts)) - Decimal(0.01) - break_even_values.append(break_even) - take_profit_values.append(break_even - Decimal(tp)) - -accumulated_amount = [sum(order_amounts[:i+1]) for i in range(len(order_amounts))] - - -def calculate_unrealized_pnl(spreads, break_even_values, accumulated_amount): - unrealized_pnl = [] - for i in range(len(spreads)): - distance = abs(spreads[i] - break_even_values[i]) - pnl = accumulated_amount[i] * distance / 100 # PNL calculation - unrealized_pnl.append(pnl) - return unrealized_pnl - -# Calculate unrealized PNL -cum_unrealized_pnl = calculate_unrealized_pnl(spreads, break_even_values, accumulated_amount) - - -tech_colors = { - 'spread': '#00BFFF', # Deep Sky Blue - 'break_even': '#FFD700', # Gold - 'take_profit': '#32CD32', # Green - 'order_amount': '#1E90FF', # Dodger Blue - 'cum_amount': '#4682B4', # Steel Blue - 'stop_loss': '#FF0000', # Red -} - -# Create Plotly figure with secondary y-axis and a dark theme -fig = make_subplots(specs=[[{"secondary_y": True}]]) -fig.update_layout(template="plotly_dark") - -# Update the Scatter Plots and Horizontal Lines -fig.add_trace(go.Scatter(x=list(range(len(spreads))), y=spreads, name='Spread (%)', mode='lines+markers', line=dict(width=3, color=tech_colors['spread'])), secondary_y=False) -fig.add_trace(go.Scatter(x=list(range(len(break_even_values))), y=break_even_values, name='Break Even (%)', mode='lines+markers', line=dict(width=3, color=tech_colors['break_even'])), secondary_y=False) -fig.add_trace(go.Scatter(x=list(range(len(take_profit_values))), y=take_profit_values, name='Take Profit (%)', mode='lines+markers', line=dict(width=3, color=tech_colors['take_profit'])), secondary_y=False) - -# Add the new Bar Plot for Cumulative Unrealized PNL -fig.add_trace(go.Bar( - x=list(range(len(cum_unrealized_pnl))), - y=cum_unrealized_pnl, - text=[f"{pnl:.2f}" for pnl in cum_unrealized_pnl], - textposition='auto', - textfont=dict(color='white', size=12), - name='Cum Unrealized PNL', - marker=dict(color='#FFA07A', opacity=0.6) # Light Salmon color, adjust as needed -), secondary_y=True) - -fig.add_trace(go.Bar( - x=list(range(len(order_amounts))), - y=order_amounts, - text=[f"{amt:.2f}" for amt in order_amounts], # List comprehension to format text labels - textposition='auto', - textfont=dict( - color='white', - size=12 - ), - name='Order Amount', - marker=dict(color=tech_colors['order_amount'], opacity=0.5), -), secondary_y=True) - -# Modify the Bar Plot for Accumulated Amount -fig.add_trace(go.Bar( - x=list(range(len(accumulated_amount))), - y=accumulated_amount, - text=[f"{amt:.2f}" for amt in accumulated_amount], # List comprehension to format text labels - textposition='auto', - textfont=dict( - color='white', - size=12 - ), - name='Cum Amount', - marker=dict(color=tech_colors['cum_amount'], opacity=0.5), -), secondary_y=True) - - -# Add Horizontal Lines for Last Breakeven Price and Stop Loss Level -last_break_even = break_even_values[-1] -stop_loss_value = last_break_even + Decimal(sl) -# Horizontal Lines for Last Breakeven and Stop Loss -fig.add_hline(y=last_break_even, line_dash="dash", annotation_text=f"Global Break Even: {last_break_even:.2f} (%)", annotation_position="top left", line_color=tech_colors['break_even']) -fig.add_hline(y=stop_loss_value, line_dash="dash", annotation_text=f"Stop Loss: {stop_loss_value:.2f} (%)", annotation_position="bottom right", line_color=tech_colors['stop_loss']) - -# Update Annotations for Spread and Break Even -for i, (spread, be_value, tp_value) in enumerate(zip(spreads, break_even_values, take_profit_values)): - fig.add_annotation(x=i, y=spread, text=f"{spread:.2f}%", showarrow=True, arrowhead=1, yshift=10, xshift=-2, font=dict(color=tech_colors['spread'])) - fig.add_annotation(x=i, y=be_value, text=f"{be_value:.2f}%", showarrow=True, arrowhead=1, yshift=5, xshift=-2, font=dict(color=tech_colors['break_even'])) - fig.add_annotation(x=i, y=tp_value, text=f"{tp_value:.2f}%", showarrow=True, arrowhead=1, yshift=10, xshift=-2, font=dict(color=tech_colors['take_profit'])) -# Update Layout with a Dark Theme -fig.update_layout( - title="Spread, Accumulated Amount, Break Even, and Take Profit by Order Level", - xaxis_title="Order Level", - yaxis_title="Spread (%)", - yaxis2_title="Amount (Quote)", - height=800, - width=1800, - plot_bgcolor='rgba(0, 0, 0, 0)', # Transparent background - paper_bgcolor='rgba(0, 0, 0, 0.1)', # Lighter shade for the paper - font=dict(color='white') # Font color -) - -# Calculate metrics -max_loss = total_amount_quote * Decimal(sl / 100) -profit_per_level = [cum_amount * Decimal(tp / 100) for cum_amount in accumulated_amount] -loots_to_recover = [max_loss / profit for profit in profit_per_level] - -# Define a consistent annotation size and maximum value for the secondary y-axis -circle_text = "●" # Unicode character for a circle -max_secondary_value = max(max(accumulated_amount), max(order_amounts), max(cum_unrealized_pnl)) # Adjust based on your secondary y-axis data - -# Determine an appropriate y-offset for annotations -y_offset_secondary = max_secondary_value * Decimal(0.1) # Adjusts the height relative to the maximum value on the secondary y-axis - -# Add annotations to the Plotly figure for the secondary y-axis -for i, loot in enumerate(loots_to_recover): - fig.add_annotation( - x=i, - y=max_secondary_value + y_offset_secondary, # Position above the maximum value using the offset - text=f"{circle_text}
LTR: {round(loot, 2)}", # Circle symbol and loot value in separate lines - showarrow=False, - font=dict(size=16, color='purple'), - xanchor="center", # Centers the text above the x coordinate - yanchor="bottom", # Anchors the text at its bottom to avoid overlapping - align="center", - yref="y2" # Reference the secondary y-axis - ) -# Add Max Loss Metric as an Annotation -max_loss_annotation_text = f"Max Loss (Quote): {max_loss:.2f}" -fig.add_annotation( - x=max(len(spreads), len(break_even_values)) - 1, # Positioning the annotation to the right - text=max_loss_annotation_text, - showarrow=False, - font=dict(size=20, color='white'), - bgcolor='red', # Red background for emphasis - xanchor="left", - yanchor="top", - yref="y2" # Reference the secondary y-axis -) - -st.write("---") - -# Display in Streamlit -st.plotly_chart(fig) - diff --git a/frontend/pages/config/supertrend_v1/app.py b/frontend/pages/config/supertrend_v1/app.py index 83e6633b..97e68bf7 100644 --- a/frontend/pages/config/supertrend_v1/app.py +++ b/frontend/pages/config/supertrend_v1/app.py @@ -6,13 +6,12 @@ from frontend.components.save_config import render_save_config from frontend.pages.config.supertrend_v1.user_inputs import user_inputs from frontend.pages.config.utils import get_candles -from frontend.st_utils import initialize_st_page, get_backend_api_client +from frontend.st_utils import get_backend_api_client, initialize_st_page from frontend.visualization import theme from frontend.visualization.backtesting import create_backtesting_figure -from frontend.visualization.backtesting_metrics import render_backtesting_metrics, render_accuracy_metrics, \ - render_close_types +from frontend.visualization.backtesting_metrics import render_accuracy_metrics, render_backtesting_metrics, render_close_types from frontend.visualization.candles import get_candlestick_trace -from frontend.visualization.indicators import get_volume_trace, get_supertrend_traces +from frontend.visualization.indicators import get_supertrend_traces, get_volume_trace from frontend.visualization.signals import get_supertrend_v1_signal_traces from frontend.visualization.utils import add_traces_to_fig @@ -28,7 +27,8 @@ st.write("### Visualizing Supertrend Trading Signals") days_to_visualize = st.number_input("Days to Visualize", min_value=1, max_value=365, value=7) # Load candle data -candles = get_candles(connector_name=inputs["candles_connector"], trading_pair=inputs["candles_trading_pair"], interval=inputs["interval"], days=days_to_visualize) +candles = get_candles(connector_name=inputs["candles_connector"], trading_pair=inputs["candles_trading_pair"], + interval=inputs["interval"], days=days_to_visualize) # Create a subplot with 2 rows fig = make_subplots(rows=2, cols=1, shared_xaxes=True, @@ -36,7 +36,8 @@ row_heights=[0.8, 0.2]) add_traces_to_fig(fig, [get_candlestick_trace(candles)], row=1, col=1) add_traces_to_fig(fig, get_supertrend_traces(candles, inputs["length"], inputs["multiplier"]), row=1, col=1) -add_traces_to_fig(fig, get_supertrend_v1_signal_traces(candles, inputs["length"], inputs["multiplier"], inputs["percentage_threshold"]), row=1, col=1) +add_traces_to_fig(fig, get_supertrend_v1_signal_traces(candles, inputs["length"], inputs["multiplier"], + inputs["percentage_threshold"]), row=1, col=1) add_traces_to_fig(fig, [get_volume_trace(candles)], row=2, col=1) layout_settings = theme.get_default_layout() diff --git a/frontend/pages/config/supertrend_v1/user_inputs.py b/frontend/pages/config/supertrend_v1/user_inputs.py index 05245eba..d4a9436b 100644 --- a/frontend/pages/config/supertrend_v1/user_inputs.py +++ b/frontend/pages/config/supertrend_v1/user_inputs.py @@ -1,4 +1,5 @@ import streamlit as st + from frontend.components.directional_trading_general_inputs import get_directional_trading_general_inputs from frontend.components.risk_management import get_risk_management_inputs @@ -8,7 +9,8 @@ def user_inputs(): length = default_config.get("length", 20) multiplier = default_config.get("multiplier", 3.0) percentage_threshold = default_config.get("percentage_threshold", 0.5) - connector_name, trading_pair, leverage, total_amount_quote, max_executors_per_side, cooldown_time, position_mode, candles_connector_name, candles_trading_pair, interval = get_directional_trading_general_inputs() + connector_name, trading_pair, leverage, total_amount_quote, max_executors_per_side, cooldown_time, position_mode, \ + candles_connector_name, candles_trading_pair, interval = get_directional_trading_general_inputs() sl, tp, time_limit, ts_ap, ts_delta, take_profit_order_type = get_risk_management_inputs() with st.expander("SuperTrend Configuration", expanded=True): diff --git a/frontend/pages/config/utils.py b/frontend/pages/config/utils.py index cfebbd20..591cc682 100644 --- a/frontend/pages/config/utils.py +++ b/frontend/pages/config/utils.py @@ -1,10 +1,10 @@ import datetime -import streamlit as st import pandas as pd +import streamlit as st -from CONFIG import BACKEND_API_HOST, BACKEND_API_PORT from backend.services.backend_api_client import BackendAPIClient +from CONFIG import BACKEND_API_HOST, BACKEND_API_PORT def get_max_records(days_to_download: int, interval: str) -> int: @@ -21,8 +21,7 @@ def get_candles(connector_name="binance", trading_pair="BTC-USDT", interval="1m" start_time = end_time - datetime.timedelta(days=days) df = pd.DataFrame(backend_client.get_historical_candles(connector_name, trading_pair, interval, - start_time=int(start_time.timestamp() * 1000), - end_time=int(end_time.timestamp() * 1000))) + start_time=int(start_time.timestamp()), + end_time=int(end_time.timestamp()))) df.index = pd.to_datetime(df.timestamp, unit='s') return df - diff --git a/frontend/pages/config/xemm_controller/app.py b/frontend/pages/config/xemm_controller/app.py index f8431e8f..f916dadf 100644 --- a/frontend/pages/config/xemm_controller/app.py +++ b/frontend/pages/config/xemm_controller/app.py @@ -1,10 +1,8 @@ -import streamlit as st import plotly.graph_objects as go +import streamlit as st import yaml -from CONFIG import BACKEND_API_HOST, BACKEND_API_PORT -from backend.services.backend_api_client import BackendAPIClient -from frontend.st_utils import initialize_st_page, get_backend_api_client +from frontend.st_utils import get_backend_api_client, initialize_st_page # Initialize the Streamlit page initialize_st_page(title="XEMM Multiple Levels", icon="⚡️") @@ -29,9 +27,9 @@ c41, c42 = st.columns([1, 1]) for i in range(buy_maker_levels): with c41: - target_profitability = st.number_input(f"Target Profitability {i+1} B% ", value=0.3, step=0.01) + target_profitability = st.number_input(f"Target Profitability {i + 1} B% ", value=0.3, step=0.01) with c42: - amount = st.number_input(f"Amount {i+1}B Quote", value=10, step=1) + amount = st.number_input(f"Amount {i + 1}B Quote", value=10, step=1) buy_targets_amounts.append([target_profitability / 100, amount]) with c5: sell_maker_levels = st.number_input("Sell Maker Levels", value=1, step=1) @@ -39,9 +37,9 @@ c51, c52 = st.columns([1, 1]) for i in range(sell_maker_levels): with c51: - target_profitability = st.number_input(f"Target Profitability {i+1}S %", value=0.3, step=0.001) + target_profitability = st.number_input(f"Target Profitability {i + 1}S %", value=0.3, step=0.001) with c52: - amount = st.number_input(f"Amount {i+1} S Quote", value=10, step=1) + amount = st.number_input(f"Amount {i + 1} S Quote", value=10, step=1) sell_targets_amounts.append([target_profitability / 100, amount]) @@ -82,7 +80,8 @@ def create_order_graph(order_type, targets, min_profit, max_profit): title=f"{order_type.capitalize()} Order Distribution with Profitability Targets", xaxis=dict( title="Profitability (%)", - range=[0, max(max(x_values + [min_profit_percent, max_profit_percent]) + 0.1, 1)] # Adjust range to include a buffer + range=[0, max(max(x_values + [min_profit_percent, max_profit_percent]) + 0.1, 1)] + # Adjust range to include a buffer ), yaxis=dict( title="Order Amount" @@ -93,6 +92,7 @@ def create_order_graph(order_type, targets, min_profit, max_profit): return fig + # Use the function for both buy and sell orders buy_order_fig = create_order_graph('buy', buy_targets_amounts, min_profitability, max_profitability) sell_order_fig = create_order_graph('sell', sell_targets_amounts, min_profitability, max_profitability) @@ -104,31 +104,31 @@ def create_order_graph(order_type, targets, min_profit, max_profit): # Display in Streamlit c1, c2, c3 = st.columns([2, 2, 1]) with c1: - config_base = st.text_input("Config Base", value=f"xemm-{maker_connector}-{taker_connector}-{maker_trading_pair.split('-')[0]}") + config_base = st.text_input("Config Base", + value=f"xemm-{maker_connector}-{taker_connector}-{maker_trading_pair.split('-')[0]}") with c2: config_tag = st.text_input("Config Tag", value="1.1") id = f"{config_base}_{config_tag}" config = { - "id": id.lower(), - "controller_name": "xemm_multiple_levels", - "controller_type": "generic", - "maker_connector": maker_connector, - "maker_trading_pair": maker_trading_pair, - "taker_connector": taker_connector, - "taker_trading_pair": taker_trading_pair, - "min_profitability": min_profitability, - "max_profitability": max_profitability, - "buy_levels_targets_amount": buy_targets_amounts, - "sell_levels_targets_amount": sell_targets_amounts + "id": id.lower(), + "controller_name": "xemm_multiple_levels", + "controller_type": "generic", + "maker_connector": maker_connector, + "maker_trading_pair": maker_trading_pair, + "taker_connector": taker_connector, + "taker_trading_pair": taker_trading_pair, + "min_profitability": min_profitability, + "max_profitability": max_profitability, + "buy_levels_targets_amount": buy_targets_amounts, + "sell_levels_targets_amount": sell_targets_amounts } yaml_config = yaml.dump(config, default_flow_style=False) with c3: upload_config_to_backend = st.button("Upload Config to BackendAPI") - if upload_config_to_backend: backend_api_client = get_backend_api_client() backend_api_client.add_controller_config(config) - st.success("Config uploaded successfully!") \ No newline at end of file + st.success("Config uploaded successfully!") diff --git a/frontend/pages/data/download_candles/app.py b/frontend/pages/data/download_candles/app.py index d03aca01..52454589 100644 --- a/frontend/pages/data/download_candles/app.py +++ b/frontend/pages/data/download_candles/app.py @@ -1,9 +1,10 @@ -import streamlit as st from datetime import datetime, time + import pandas as pd import plotly.graph_objects as go +import streamlit as st -from frontend.st_utils import initialize_st_page, get_backend_api_client +from frontend.st_utils import get_backend_api_client, initialize_st_page # Initialize Streamlit page initialize_st_page(title="Download Candles", icon="💾") @@ -11,7 +12,9 @@ c1, c2, c3, c4 = st.columns([2, 2, 2, 0.5]) with c1: - connector = st.selectbox("Exchange", ["binance_perpetual", "binance", "gate_io", "gate_io_perpetual", "kucoin", "ascend_ex"], index=0) + connector = st.selectbox("Exchange", + ["binance_perpetual", "binance", "gate_io", "gate_io_perpetual", "kucoin", "ascend_ex"], + index=0) trading_pair = st.text_input("Trading Pair", value="BTC-USDT") with c2: interval = st.selectbox("Interval", options=["1m", "3m", "5m", "15m", "1h", "4h", "1d", "1s"]) @@ -29,8 +32,8 @@ connector=connector, trading_pair=trading_pair, interval=interval, - start_time=int(start_datetime.timestamp()) * 1000, - end_time=int(end_datetime.timestamp()) * 1000 + start_time=int(start_datetime.timestamp()), + end_time=int(end_datetime.timestamp()) ) candles_df = pd.DataFrame(candles) diff --git a/frontend/pages/data/token_spreads/app.py b/frontend/pages/data/token_spreads/app.py index 56a30f63..5581f68d 100644 --- a/frontend/pages/data/token_spreads/app.py +++ b/frontend/pages/data/token_spreads/app.py @@ -1,5 +1,6 @@ -import streamlit as st import plotly.express as px +import streamlit as st + import CONFIG from backend.services.coingecko_client import CoinGeckoClient from backend.services.miner_client import MinerClient @@ -11,22 +12,27 @@ cg_utils = CoinGeckoClient() miner_utils = MinerClient() + @st.cache_data def get_all_coins_df(): return cg_utils.get_all_coins_df() + @st.cache_data def get_all_exchanges_df(): return cg_utils.get_all_exchanges_df() + @st.cache_data def get_miner_stats_df(): return miner_utils.get_miner_stats_df() + @st.cache_data def get_coin_tickers_by_id_list(coins_id: list): return cg_utils.get_coin_tickers_by_id_list(coins_id) + with st.spinner(text='In progress'): exchanges_df = get_all_exchanges_df() coins_df = get_all_coins_df() @@ -43,7 +49,8 @@ def get_coin_tickers_by_id_list(coins_id: list): coins_id = coins_df.loc[coins_df["name"].isin(tokens), "id"].tolist() coin_tickers_df = get_coin_tickers_by_id_list(coins_id) -coin_tickers_df["coin_name"] = coin_tickers_df.apply(lambda x: coins_df.loc[coins_df["id"] == x.token_id, "name"].item(), axis=1) +coin_tickers_df["coin_name"] = coin_tickers_df.apply( + lambda x: coins_df.loc[coins_df["id"] == x.token_id, "name"].item(), axis=1) exchanges = st.multiselect( "Select the exchanges to analyze:", diff --git a/frontend/pages/data/tvl_vs_mcap/app.py b/frontend/pages/data/tvl_vs_mcap/app.py index 48e276f7..d6e7de42 100644 --- a/frontend/pages/data/tvl_vs_mcap/app.py +++ b/frontend/pages/data/tvl_vs_mcap/app.py @@ -1,7 +1,7 @@ import numpy as np -import streamlit as st import pandas as pd import plotly.express as px +import streamlit as st from defillama import DefiLlama from frontend.st_utils import initialize_st_page @@ -12,16 +12,21 @@ MIN_TVL = 1000000. MIN_MCAP = 1000000. + @st.cache_data def get_tvl_mcap_data(): llama = DefiLlama() df = pd.DataFrame(llama.get_all_protocols()) - tvl_mcap_df = df.loc[(df["tvl"]>0) & (df["mcap"]>0), ["name", "tvl", "mcap", "chain", "category", "slug"]].sort_values(by=["mcap"], ascending=False) - return tvl_mcap_df[(tvl_mcap_df["tvl"] > MIN_TVL) & (tvl_mcap_df["mcap"]> MIN_MCAP)] + tvl_mcap_df = df.loc[ + (df["tvl"] > 0) & (df["mcap"] > 0), ["name", "tvl", "mcap", "chain", "category", "slug"]].sort_values( + by=["mcap"], ascending=False) + return tvl_mcap_df[(tvl_mcap_df["tvl"] > MIN_TVL) & (tvl_mcap_df["mcap"] > MIN_MCAP)] + def get_protocols_by_chain_category(protocols: pd.DataFrame, group_by: list, nth: list): return protocols.sort_values('tvl', ascending=False).groupby(group_by).nth(nth).reset_index() + with st.spinner(text='In progress'): tvl_mcap_df = get_tvl_mcap_data() @@ -57,7 +62,8 @@ def get_protocols_by_chain_category(protocols: pd.DataFrame, group_by: list, nth groupby = st.selectbox('Group by:', [['chain', 'category'], ['category', 'chain']]) nth = st.slider('Top protocols by Category', min_value=1, max_value=5) -proto_agg = get_protocols_by_chain_category(tvl_mcap_df[tvl_mcap_df["chain"].isin(chains)], groupby, np.arange(0, nth, 1).tolist()) +proto_agg = get_protocols_by_chain_category(tvl_mcap_df[tvl_mcap_df["chain"].isin(chains)], + groupby, np.arange(0, nth, 1).tolist()) groupby.append("slug") sunburst = px.sunburst( proto_agg, @@ -65,6 +71,6 @@ def get_protocols_by_chain_category(protocols: pd.DataFrame, group_by: list, nth values='tvl', height=800, title="SunBurst", - template="plotly_dark",) + template="plotly_dark", ) -st.plotly_chart(sunburst, use_container_width=True) \ No newline at end of file +st.plotly_chart(sunburst, use_container_width=True) diff --git a/frontend/pages/orchestration/credentials/app.py b/frontend/pages/orchestration/credentials/app.py index 666f0545..3e57f884 100644 --- a/frontend/pages/orchestration/credentials/app.py +++ b/frontend/pages/orchestration/credentials/app.py @@ -1,8 +1,6 @@ -from CONFIG import BACKEND_API_HOST, BACKEND_API_PORT -from backend.services.backend_api_client import BackendAPIClient -from frontend.st_utils import initialize_st_page, get_backend_api_client import streamlit as st +from frontend.st_utils import get_backend_api_client, initialize_st_page initialize_st_page(title="Credentials", icon="🔑") @@ -15,6 +13,7 @@ def get_all_connectors_config_map(): return client.get_all_connectors_config_map() + # Section to display available accounts and credentials accounts = client.get_accounts() all_connector_config_map = get_all_connectors_config_map() @@ -58,7 +57,8 @@ def get_all_connectors_config_map(): with c2: # Section to delete an existing account st.header("Delete an Account") - delete_account_name = st.selectbox("Select Account to Delete", options=accounts if accounts else ["No accounts available"], ) + delete_account_name = st.selectbox("Select Account to Delete", + options=accounts if accounts else ["No accounts available"], ) if st.button("Delete Account"): if delete_account_name and delete_account_name != "No accounts available": response = client.delete_account(delete_account_name) @@ -69,11 +69,14 @@ def get_all_connectors_config_map(): with c3: # Section to delete a credential from an existing account st.header("Delete Credential") - delete_account_cred_name = st.selectbox("Select the credentials account", options=accounts if accounts else ["No accounts available"],) + delete_account_cred_name = st.selectbox("Select the credentials account", + options=accounts if accounts else ["No accounts available"], ) creds_for_account = [credential.split(".")[0] for credential in client.get_credentials(delete_account_cred_name)] - delete_cred_name = st.selectbox("Select a Credential to Delete", options=creds_for_account if creds_for_account else ["No credentials available"]) + delete_cred_name = st.selectbox("Select a Credential to Delete", + options=creds_for_account if creds_for_account else ["No credentials available"]) if st.button("Delete Credential"): - if (delete_account_cred_name and delete_account_cred_name != "No accounts available") and (delete_cred_name and delete_cred_name != "No credentials available"): + if (delete_account_cred_name and delete_account_cred_name != "No accounts available") and \ + (delete_cred_name and delete_cred_name != "No credentials available"): response = client.delete_credential(delete_account_cred_name, delete_cred_name) st.warning(response) else: @@ -88,7 +91,8 @@ def get_all_connectors_config_map(): account_name = st.selectbox("Select Account", options=accounts if accounts else ["No accounts available"]) with c2: all_connectors = list(all_connector_config_map.keys()) - binance_perpetual_index = all_connectors.index("binance_perpetual") if "binance_perpetual" in all_connectors else None + binance_perpetual_index = all_connectors.index( + "binance_perpetual") if "binance_perpetual" in all_connectors else None connector_name = st.selectbox("Select Connector", options=all_connectors, index=binance_perpetual_index) config_map = all_connector_config_map[connector_name] @@ -103,4 +107,4 @@ def get_all_connectors_config_map(): if st.button("Submit Credentials"): response = client.add_connector_keys(account_name, connector_name, config_inputs) if response: - st.success(response) \ No newline at end of file + st.success(response) diff --git a/frontend/pages/orchestration/file_manager/app.py b/frontend/pages/orchestration/file_manager/app.py index 8f208398..f771d544 100644 --- a/frontend/pages/orchestration/file_manager/app.py +++ b/frontend/pages/orchestration/file_manager/app.py @@ -1,4 +1,5 @@ from types import SimpleNamespace + import streamlit as st from streamlit_elements import elements, mui diff --git a/frontend/pages/orchestration/instances/app.py b/frontend/pages/orchestration/instances/app.py index e854da4f..59aaa991 100644 --- a/frontend/pages/orchestration/instances/app.py +++ b/frontend/pages/orchestration/instances/app.py @@ -1,20 +1,19 @@ import time +from types import SimpleNamespace import streamlit as st from streamlit_elements import elements, mui -from types import SimpleNamespace -from CONFIG import BACKEND_API_HOST, BACKEND_API_PORT from frontend.components.bot_performance_card import BotPerformanceCardV2 from frontend.components.dashboard import Dashboard -from backend.services.backend_api_client import BackendAPIClient -from frontend.st_utils import initialize_st_page, get_backend_api_client +from frontend.st_utils import get_backend_api_client, initialize_st_page # Constants for UI layout CARD_WIDTH = 12 CARD_HEIGHT = 4 NUM_CARD_COLS = 1 + def get_grid_positions(n_cards: int, cols: int = NUM_CARD_COLS, card_width: int = CARD_WIDTH, card_height: int = CARD_HEIGHT): rows = n_cards // cols + 1 x_y = [(x * card_width, y * card_height) for x in range(cols) for y in range(rows)] @@ -30,7 +29,9 @@ def update_active_bots(api_client): new_bots = set(current_active_bots.keys()) - set(stored_bots.keys()) removed_bots = set(stored_bots.keys()) - set(current_active_bots.keys()) for bot in removed_bots: - st.session_state.active_instances_board.bot_cards = [card for card in st.session_state.active_instances_board.bot_cards if card[1] != bot] + st.session_state.active_instances_board.bot_cards = [card for card in + st.session_state.active_instances_board.bot_cards + if card[1] != bot] positions = get_grid_positions(len(current_active_bots), NUM_CARD_COLS, CARD_WIDTH, CARD_HEIGHT) for bot, (x, y) in zip(new_bots, positions[:len(new_bots)]): card = BotPerformanceCardV2(st.session_state.active_instances_board.dashboard, x, y, CARD_WIDTH, CARD_HEIGHT) @@ -72,4 +73,4 @@ def update_active_bots(api_client): while True: time.sleep(10) - st.rerun() \ No newline at end of file + st.rerun() diff --git a/frontend/pages/orchestration/launch_bot_v2_st/app.py b/frontend/pages/orchestration/launch_bot_v2_st/app.py index 50c2c087..0766de0d 100644 --- a/frontend/pages/orchestration/launch_bot_v2_st/app.py +++ b/frontend/pages/orchestration/launch_bot_v2_st/app.py @@ -1,7 +1,6 @@ from frontend.components.deploy_v2_with_controllers import LaunchV2WithControllers from frontend.st_utils import initialize_st_page - initialize_st_page(title="Launch Bot ST", icon="🙌") diff --git a/frontend/pages/orchestration/portfolio/app.py b/frontend/pages/orchestration/portfolio/app.py index 27d86075..eefc60f6 100644 --- a/frontend/pages/orchestration/portfolio/app.py +++ b/frontend/pages/orchestration/portfolio/app.py @@ -1,8 +1,8 @@ -from frontend.st_utils import initialize_st_page, get_backend_api_client -import streamlit as st import pandas as pd -import plotly.graph_objects as go import plotly.express as px +import streamlit as st + +from frontend.st_utils import get_backend_api_client, initialize_st_page initialize_st_page(title="Portfolio", icon="💰") @@ -91,7 +91,8 @@ def account_history_to_df(history): filtered_account_state[account] = {} for exchange in exchanges: if exchange in account_state[account]: - filtered_account_state[account][exchange] = [token_info for token_info in account_state[account][exchange] if token_info["token"] in tokens_available] + filtered_account_state[account][exchange] = [token_info for token_info in account_state[account][exchange] + if token_info["token"] in tokens_available] filtered_account_history = [] for record in account_history: @@ -101,7 +102,9 @@ def account_history_to_df(history): filtered_record["state"][account] = {} for exchange in exchanges: if exchange in record["state"][account]: - filtered_record["state"][account][exchange] = [token_info for token_info in record["state"][account][exchange] if token_info["token"] in tokens_available] + filtered_record["state"][account][exchange] = [token_info for token_info in + record["state"][account][exchange] if + token_info["token"] in tokens_available] filtered_account_history.append(filtered_record) if len(filtered_account_state) > 0: diff --git a/frontend/pages/performance/__init__.py b/frontend/pages/performance/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/frontend/pages/performance/db_inspector/README.md b/frontend/pages/performance/db_inspector/README.md deleted file mode 100644 index 2b0b7ca7..00000000 --- a/frontend/pages/performance/db_inspector/README.md +++ /dev/null @@ -1 +0,0 @@ -Inspect and analyze the orders and trades data contained in a Hummingbot strategy database \ No newline at end of file diff --git a/frontend/pages/performance/db_inspector/__init__.py b/frontend/pages/performance/db_inspector/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/frontend/pages/performance/db_inspector/app.py b/frontend/pages/performance/db_inspector/app.py deleted file mode 100644 index a1a6d61f..00000000 --- a/frontend/pages/performance/db_inspector/app.py +++ /dev/null @@ -1,34 +0,0 @@ -import streamlit as st - -import sqlite3 -import pandas as pd - -from frontend.st_utils import initialize_st_page - -initialize_st_page(title="DB Inspector", icon="🔍") - -# Start content here -@st.cache_data -def get_table_data(database_name: str, table_name: str): - conn = sqlite3.connect(database_name) - orders = pd.read_sql_query(f"SELECT * FROM '{table_name}'", conn) - return orders - -@st.cache_data -def get_all_tables(database_name: str): - con = sqlite3.connect(database_name) - cursor = con.cursor() - cursor.execute("SELECT name FROM sqlite_master WHERE type='table';") - tables = [table_row[0] for table_row in cursor.fetchall()] - return tables - -uploaded_file = st.file_uploader("Add your database") - -if uploaded_file is not None: - with open(f"{uploaded_file.name}", "wb") as f: - f.write(uploaded_file.getbuffer()) - tables = get_all_tables(uploaded_file.name) - st.subheader("Tables of the database:") - for table in tables: - st.write(table) - st.dataframe(get_table_data(uploaded_file.name, table)) diff --git a/frontend/pages/performance/strategy_performance/README.md b/frontend/pages/performance/strategy_performance/README.md deleted file mode 100644 index 77acd505..00000000 --- a/frontend/pages/performance/strategy_performance/README.md +++ /dev/null @@ -1 +0,0 @@ -This page helps you load the database file of a Hummingbot strategy and analyze its performance. \ No newline at end of file diff --git a/frontend/pages/performance/strategy_performance/__init__.py b/frontend/pages/performance/strategy_performance/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/frontend/pages/performance/strategy_performance/app.py b/frontend/pages/performance/strategy_performance/app.py deleted file mode 100644 index b1ccef50..00000000 --- a/frontend/pages/performance/strategy_performance/app.py +++ /dev/null @@ -1,235 +0,0 @@ -import os -import pandas as pd -import streamlit as st -import math - -from backend.utils.os_utils import get_databases -from frontend.visualization.graphs import PerformanceGraphs -from frontend.st_utils import initialize_st_page, style_metric_cards - -initialize_st_page(title="Strategy Performance", icon="🚀") -style_metric_cards() - -UPLOAD_FOLDER = "data" - -# Start content here -intervals = { - "1m": 60, - "3m": 60 * 3, - "5m": 60 * 5, - "15m": 60 * 15, - "30m": 60 * 30, - "1h": 60 * 60, - "6h": 60 * 60 * 6, - "1d": 60 * 60 * 24, -} - -# Data source section -st.subheader("🔫 Data source") - -# Upload database -with st.expander("⬆️ Upload"): - uploaded_db = st.file_uploader("Select a Hummingbot SQLite Database", type=["sqlite", "db"]) - if uploaded_db is not None: - file_contents = uploaded_db.read() - with open(os.path.join(UPLOAD_FOLDER, uploaded_db.name), "wb") as f: - f.write(file_contents) - st.success("File uploaded and saved successfully!") - selected_db = DatabaseManager(uploaded_db.name) - -# Find and select existing databases -dbs = get_databases() -if dbs is not None: - bot_source = st.selectbox("Choose your database source:", dbs.keys()) - db_names = [x for x in dbs[bot_source]] - selected_db_name = st.selectbox("Select a database to start:", db_names) - selected_db = DatabaseManager(db_name=dbs[bot_source][selected_db_name]) -else: - st.warning("Ups! No databases were founded. Start uploading one") - selected_db = None - st.stop() - -# Load strategy data -strategy_data = selected_db.get_strategy_data() -main_performance_charts = PerformanceGraphs(strategy_data) - -# Strategy summary section -st.divider() -st.subheader("📝 Strategy summary") -if not main_performance_charts.has_summary_table: - db_error_message(db=selected_db, - error_message="Inaccesible summary table. Please try uploading a new database.") - st.stop() -else: - main_tab, chart_tab = st.tabs(["Main", "Chart"]) - with chart_tab: - st.plotly_chart(main_performance_charts.summary_chart(), use_container_width=True) - with main_tab: - selection = main_performance_charts.strategy_summary_table() - if selection is None: - st.info("💡 Choose a trading pair and start analyzing!") - st.stop() - elif len(selection) > 1: - st.warning("This version doesn't support multiple selections. Please try selecting only one.") - st.stop() - else: - selected_exchange = selection["Exchange"].values[0] - selected_trading_pair = selection["Trading Pair"].values[0] - - -# Explore Trading Pair section -st.divider() -st.subheader("🔍 Explore Trading Pair") - -if any("Error" in status for status in [selected_db.status["trade_fill"], selected_db.status["orders"]]): - db_error_message(db=selected_db, - error_message="Database error. Check the status of your database.") - st.stop() - -# Filter strategy data by time -date_array = pd.date_range(start=strategy_data.start_time, end=strategy_data.end_time, periods=60) -start_time, end_time = st.select_slider("Select a time range to analyze", - options=date_array.tolist(), - value=(date_array[0], date_array[-1])) -single_market_strategy_data = strategy_data.get_single_market_strategy_data(selected_exchange, selected_trading_pair) -time_filtered_strategy_data = single_market_strategy_data.get_filtered_strategy_data(start_time, end_time) -time_filtered_performance_charts = PerformanceGraphs(time_filtered_strategy_data) - -# Header metrics -col1, col2, col3, col4, col5, col6, col7, col8 = st.columns(8) -with col1: - st.metric(label=f'Net PNL {time_filtered_strategy_data.quote_asset}', - value=round(time_filtered_strategy_data.net_pnl_quote, 2), - help="The overall profit or loss achieved in quote asset.") -with col2: - st.metric(label='Total Trades', value=time_filtered_strategy_data.total_orders, - help="The total number of closed trades, winning and losing.") -with col3: - st.metric(label='Accuracy', - value=f"{100 * time_filtered_strategy_data.accuracy:.2f} %", - help="The percentage of winning trades, the number of winning trades divided by the total number of closed trades.") -with col4: - st.metric(label="Profit Factor", - value=round(time_filtered_strategy_data.profit_factor, 2), - help="The amount of money the strategy made for every unit of money it lost, net profits divided by gross losses.") -with col5: - st.metric(label='Duration (Days)', - value=round(time_filtered_strategy_data.duration_seconds / (60 * 60 * 24), 2), - help="The number of days the strategy was running.") -with col6: - st.metric(label='Price change', - value=f"{round(time_filtered_strategy_data.price_change * 100, 2)} %", - help="The percentage change in price from the start to the end of the strategy.") -with col7: - buy_trades_amount = round(time_filtered_strategy_data.total_buy_amount, 2) - avg_buy_price = round(time_filtered_strategy_data.average_buy_price, 4) - st.metric(label="Total Buy Volume", - value=round(buy_trades_amount * avg_buy_price, 2), - help="The total amount of quote asset bought.") -with col8: - sell_trades_amount = round(time_filtered_strategy_data.total_sell_amount, 2) - avg_sell_price = round(time_filtered_strategy_data.average_sell_price, 4) - st.metric(label="Total Sell Volume", - value=round(sell_trades_amount * avg_sell_price, 2), - help="The total amount of quote asset sold.") - -# Cummulative pnl chart -st.plotly_chart(time_filtered_performance_charts.pnl_over_time(), use_container_width=True) - -# Market activity section -st.subheader("💱 Market activity") -if "Error" in selected_db.status["market_data"] or time_filtered_strategy_data.market_data.empty: - st.warning("Market data is not available so the candles graph is not going to be rendered." - "Make sure that you are using the latest version of Hummingbot and market data recorder activated.") -else: - col1, col2 = st.columns([3, 1]) - with col2: - # Set custom configs - interval = st.selectbox("Candles Interval:", intervals.keys(), index=2) - rows_per_page = st.number_input("Candles per Page", value=1500, min_value=1, max_value=5000) - - # Add pagination - total_rows = len(time_filtered_strategy_data.get_market_data_resampled(interval=f"{intervals[interval]}S")) - total_pages = math.ceil(total_rows / rows_per_page) - if total_pages > 1: - selected_page = st.select_slider("Select page", list(range(total_pages)), total_pages - 1, key="page_slider") - else: - selected_page = 0 - start_idx = selected_page * rows_per_page - end_idx = start_idx + rows_per_page - candles_df = time_filtered_strategy_data.get_market_data_resampled(interval=f"{intervals[interval]}S").iloc[start_idx:end_idx] - start_time_page = candles_df.index.min() - end_time_page = candles_df.index.max() - - # Get Page Filtered Strategy Data - page_filtered_strategy_data = single_market_strategy_data.get_filtered_strategy_data(start_time_page, end_time_page) - page_performance_charts = PerformanceGraphs(page_filtered_strategy_data) - candles_chart = page_performance_charts.candles_graph(candles_df, interval=interval) - - # Show auxiliary charts - intraday_tab, returns_tab, returns_data_tab, positions_tab, other_metrics_tab = st.tabs(["Intraday", "Returns", "Returns Data", "Positions", "Other Metrics"]) - with intraday_tab: - st.plotly_chart(time_filtered_performance_charts.intraday_performance(), use_container_width=True) - with returns_tab: - st.plotly_chart(time_filtered_performance_charts.returns_histogram(), use_container_width=True) - with returns_data_tab: - raw_returns_data = time_filtered_strategy_data.trade_fill[["timestamp", "gross_pnl", "trade_fee", "realized_pnl"]].dropna(subset="realized_pnl") - st.dataframe(raw_returns_data, - use_container_width=True, - hide_index=True, - height=(min(len(time_filtered_strategy_data.trade_fill) * 39, 600))) - download_csv_button(raw_returns_data, "raw_returns_data", "download-raw-returns") - with positions_tab: - positions_sunburst = page_performance_charts.position_executor_summary_sunburst() - if positions_sunburst: - st.plotly_chart(page_performance_charts.position_executor_summary_sunburst(), use_container_width=True) - else: - st.info("No position executor data found.") - with other_metrics_tab: - col3, col4 = st.columns(2) - with col3: - st.metric(label=f'Trade PNL {time_filtered_strategy_data.quote_asset}', - value=round(time_filtered_strategy_data.trade_pnl_quote, 2), - help="The overall profit or loss achieved in quote asset, without fees.") - st.metric(label='Total Buy Trades', value=time_filtered_strategy_data.total_buy_trades, - help="The total number of buy trades.") - st.metric(label='Total Buy Trades Amount', - value=round(time_filtered_strategy_data.total_buy_amount, 2), - help="The total amount of base asset bought.") - st.metric(label='Average Buy Price', value=round(time_filtered_strategy_data.average_buy_price, 4), - help="The average price of the base asset bought.") - - with col4: - st.metric(label=f'Fees {time_filtered_strategy_data.quote_asset}', - value=round(time_filtered_strategy_data.cum_fees_in_quote, 2), - help="The overall fees paid in quote asset.") - st.metric(label='Total Sell Trades', value=time_filtered_strategy_data.total_sell_trades, - help="The total number of sell trades.") - st.metric(label='Total Sell Trades Amount', - value=round(time_filtered_strategy_data.total_sell_amount, 2), - help="The total amount of base asset sold.") - st.metric(label='Average Sell Price', value=round(time_filtered_strategy_data.average_sell_price, 4), - help="The average price of the base asset sold.") - with col1: - st.plotly_chart(candles_chart, use_container_width=True) - -# Tables section -st.divider() -st.subheader("Tables") -with st.expander("💵 Trades"): - st.write(strategy_data.trade_fill) - download_csv_button(strategy_data.trade_fill, "trade_fill", "download-trades") -with st.expander("📩 Orders"): - st.write(strategy_data.orders) - download_csv_button(strategy_data.orders, "orders", "download-orders") -with st.expander("⌕ Order Status"): - st.write(strategy_data.order_status) - download_csv_button(strategy_data.order_status, "order_status", "download-order-status") -if not strategy_data.market_data.empty: - with st.expander("💱 Market Data"): - st.write(strategy_data.market_data) - download_csv_button(strategy_data.market_data, "market_data", "download-market-data") -if strategy_data.position_executor is not None and not strategy_data.position_executor.empty: - with st.expander("🤖 Position executor"): - st.write(strategy_data.position_executor) - download_csv_button(strategy_data.position_executor, "position_executor", "download-position-executor") diff --git a/frontend/pages/permissions.py b/frontend/pages/permissions.py new file mode 100644 index 00000000..bca3e9e7 --- /dev/null +++ b/frontend/pages/permissions.py @@ -0,0 +1,33 @@ +from st_pages import Page, Section + + +def main_page(): + return [Page("main.py", "Hummingbot Dashboard", "📊")] + + +def public_pages(): + return [ + Section("Config Generator", "🎛️"), + Page("frontend/pages/config/pmm_simple/app.py", "PMM Simple", "👨‍🏫"), + Page("frontend/pages/config/pmm_dynamic/app.py", "PMM Dynamic", "👩‍🏫"), + Page("frontend/pages/config/dman_maker_v2/app.py", "D-Man Maker V2", "🤖"), + Page("frontend/pages/config/bollinger_v1/app.py", "Bollinger V1", "📈"), + Page("frontend/pages/config/macd_bb_v1/app.py", "MACD_BB V1", "📊"), + Page("frontend/pages/config/supertrend_v1/app.py", "SuperTrend V1", "👨‍🔬"), + Page("frontend/pages/config/xemm_controller/app.py", "XEMM Controller", "⚡️"), + Section("Data", "💾"), + Page("frontend/pages/data/download_candles/app.py", "Download Candles", "💹"), + Section("Community Pages", "👨‍👩‍👧‍👦"), + Page("frontend/pages/data/token_spreads/app.py", "Token Spreads", "🧙"), + Page("frontend/pages/data/tvl_vs_mcap/app.py", "TVL vs Market Cap", "🦉"), + ] + + +def private_pages(): + return [ + Section("Bot Orchestration", "🐙"), + Page("frontend/pages/orchestration/instances/app.py", "Instances", "🦅"), + Page("frontend/pages/orchestration/launch_bot_v2/app.py", "Deploy V2", "🚀"), + Page("frontend/pages/orchestration/credentials/app.py", "Credentials", "🔑"), + Page("frontend/pages/orchestration/portfolio/app.py", "Portfolio", "💰"), + ] diff --git a/frontend/st_utils.py b/frontend/st_utils.py index 6336e334..7a23fdb4 100644 --- a/frontend/st_utils.py +++ b/frontend/st_utils.py @@ -1,11 +1,16 @@ +import inspect import os.path - -import pandas as pd from pathlib import Path -import inspect +import pandas as pd import streamlit as st -from st_pages import add_page_title +import streamlit_authenticator as stauth +import yaml +from st_pages import add_page_title, show_pages +from yaml import SafeLoader + +from CONFIG import AUTH_SYSTEM_ENABLED +from frontend.pages.permissions import main_page, private_pages, public_pages def initialize_st_page(title: str, icon: str, layout="wide", initial_sidebar_state="expanded"): @@ -28,23 +33,22 @@ def initialize_st_page(title: str, icon: str, layout="wide", initial_sidebar_sta def download_csv_button(df: pd.DataFrame, filename: str, key: str): csv = df.to_csv(index=False).encode('utf-8') return st.download_button( - label="Download CSV", - data=csv, - file_name=f"{filename}.csv", - mime="text/csv", - key=key - ) + label="Download CSV", + data=csv, + file_name=f"{filename}.csv", + mime="text/csv", + key=key + ) def style_metric_cards( - background_color: str = "rgba(255, 255, 255, 0)", - border_size_px: int = 1, - border_color: str = "rgba(255, 255, 255, 0.3)", - border_radius_px: int = 5, - border_left_color: str = "rgba(255, 255, 255, 0.5)", - box_shadow: bool = True, + background_color: str = "rgba(255, 255, 255, 0)", + border_size_px: int = 1, + border_color: str = "rgba(255, 255, 255, 0.3)", + border_radius_px: int = 5, + border_left_color: str = "rgba(255, 255, 255, 0.5)", + box_shadow: bool = True, ): - box_shadow_str = ( "box-shadow: 0 0.15rem 1.75rem 0 rgba(58, 59, 69, 0.15) !important;" if box_shadow @@ -68,16 +72,45 @@ def style_metric_cards( def get_backend_api_client(): - from CONFIG import BACKEND_API_HOST, BACKEND_API_PORT from backend.services.backend_api_client import BackendAPIClient + from CONFIG import BACKEND_API_HOST, BACKEND_API_PORT backend_api_client = BackendAPIClient.get_instance(host=BACKEND_API_HOST, port=BACKEND_API_PORT) is_docker_running = False try: is_docker_running = backend_api_client.is_docker_running() except Exception as e: - st.error(f"There was an error trying to connect to the Backend API: \n\n{str(e)} \n\nPlease make sure the Backend API is running.") + st.error( + f"There was an error trying to connect to the Backend API: " + f"\n\n{str(e)} \n\nPlease make sure the Backend API is running.") st.stop() if not is_docker_running: st.error("Docker is not running. Please make sure Docker is running.") st.stop() return backend_api_client + + +def auth_system(): + if not AUTH_SYSTEM_ENABLED: + show_pages(main_page() + private_pages() + public_pages()) + else: + with open('credentials.yml') as file: + config = yaml.load(file, Loader=SafeLoader) + if "authenticator" not in st.session_state or "authentication_status" not in st.session_state or not st.session_state.get( + "authentication_status", False): + st.session_state.authenticator = stauth.Authenticate( + config['credentials'], + config['cookie']['name'], + config['cookie']['key'], + config['cookie']['expiry_days'], + config['pre-authorized'] + ) + show_pages(main_page() + public_pages()) + st.session_state.authenticator.login() + if st.session_state["authentication_status"] is False: + st.error('Username/password is incorrect') + elif st.session_state["authentication_status"] is None: + st.warning('Please enter your username and password') + else: + st.session_state.authenticator.logout(location="sidebar") + st.sidebar.write(f'Welcome *{st.session_state["name"]}*') + show_pages(main_page() + private_pages() + public_pages()) diff --git a/frontend/visualization/backtesting.py b/frontend/visualization/backtesting.py index 4d4f3b0f..9b19481d 100644 --- a/frontend/visualization/backtesting.py +++ b/frontend/visualization/backtesting.py @@ -1,5 +1,6 @@ from plotly.subplots import make_subplots -from frontend.visualization.candles import get_bt_candlestick_trace, get_candlestick_trace + +from frontend.visualization.candles import get_bt_candlestick_trace from frontend.visualization.executors import add_executors_trace from frontend.visualization.pnl import get_pnl_trace from frontend.visualization.theme import get_default_layout diff --git a/frontend/visualization/backtesting_metrics.py b/frontend/visualization/backtesting_metrics.py index 4714cbbb..30fe42a8 100644 --- a/frontend/visualization/backtesting_metrics.py +++ b/frontend/visualization/backtesting_metrics.py @@ -38,6 +38,7 @@ def render_accuracy_metrics(summary_results): st.metric(label="Accuracy Long", value=f"{accuracy_long:.2%}") st.metric(label="Accuracy Short", value=f"{accuracy_short:.2%}") + def render_accuracy_metrics2(summary_results): accuracy = summary_results.get('accuracy', 0) total_long = summary_results.get('total_long', 0) diff --git a/frontend/visualization/candles.py b/frontend/visualization/candles.py index 6bbbdda6..2b60aa1b 100644 --- a/frontend/visualization/candles.py +++ b/frontend/visualization/candles.py @@ -1,5 +1,5 @@ -import plotly.graph_objects as go import pandas as pd +import plotly.graph_objects as go from frontend.visualization import theme @@ -11,7 +11,7 @@ def get_candlestick_trace(df): low=df['low'], close=df['close'], name="Candlesticks", - increasing_line_color='#2ECC71', decreasing_line_color='#E74C3C',) + increasing_line_color='#2ECC71', decreasing_line_color='#E74C3C', ) def get_bt_candlestick_trace(df): diff --git a/frontend/visualization/dca_builder.py b/frontend/visualization/dca_builder.py index bfa3e7bd..3e1372bf 100644 --- a/frontend/visualization/dca_builder.py +++ b/frontend/visualization/dca_builder.py @@ -1,6 +1,6 @@ -from decimal import Decimal import plotly.graph_objects as go from plotly.subplots import make_subplots + import frontend.visualization.theme as theme diff --git a/frontend/visualization/executors.py b/frontend/visualization/executors.py index b94cff7e..7554a121 100644 --- a/frontend/visualization/executors.py +++ b/frontend/visualization/executors.py @@ -1,7 +1,7 @@ -import plotly.graph_objects as go -import pandas as pd from decimal import Decimal +import pandas as pd +import plotly.graph_objects as go from hummingbot.connector.connector_base import TradeType diff --git a/frontend/visualization/executors_distribution.py b/frontend/visualization/executors_distribution.py index d5d9f81b..ee9ff488 100644 --- a/frontend/visualization/executors_distribution.py +++ b/frontend/visualization/executors_distribution.py @@ -1,9 +1,11 @@ import numpy as np import plotly.graph_objects as go + import frontend.visualization.theme as theme -def create_executors_distribution_traces(buy_spreads, sell_spreads, buy_amounts_pct, sell_amounts_pct, total_amount_quote): +def create_executors_distribution_traces(buy_spreads, sell_spreads, buy_amounts_pct, sell_amounts_pct, + total_amount_quote): colors = theme.get_color_scheme() buy_spread_distributions = [spread * 100 for spread in buy_spreads] diff --git a/frontend/visualization/indicators.py b/frontend/visualization/indicators.py index e5965a4f..763743cf 100644 --- a/frontend/visualization/indicators.py +++ b/frontend/visualization/indicators.py @@ -24,7 +24,9 @@ def get_bbands_traces(df, bb_length, bb_std): def get_volume_trace(df): df.index = pd.to_datetime(df.timestamp, unit='s') - return go.Bar(x=df.index, y=df['volume'], name="Volume", marker_color=theme.get_color_scheme()["volume"], opacity=0.7) + return go.Bar(x=df.index, y=df['volume'], name="Volume", marker_color=theme.get_color_scheme()["volume"], + opacity=0.7) + def get_macd_traces(df, macd_fast, macd_slow, macd_signal): tech_colors = theme.get_color_scheme() @@ -38,7 +40,8 @@ def get_macd_traces(df, macd_fast, macd_slow, macd_signal): go.Scatter(x=df.index, y=df[macd_s], line=dict(color=tech_colors['macd_signal']), name='MACD Signal'), go.Bar(x=df.index, y=df[macd_hist], name='MACD Histogram', - marker_color=df[f"MACDh_{macd_fast}_{macd_slow}_{macd_signal}"].apply(lambda x: '#FF6347' if x < 0 else '#32CD32')) + marker_color=df[f"MACDh_{macd_fast}_{macd_slow}_{macd_signal}"].apply( + lambda x: '#FF6347' if x < 0 else '#32CD32')) ] return traces @@ -79,4 +82,3 @@ def get_supertrend_traces(df, length, multiplier): ] return traces - diff --git a/frontend/visualization/pnl.py b/frontend/visualization/pnl.py index 488f75ef..de2263c9 100644 --- a/frontend/visualization/pnl.py +++ b/frontend/visualization/pnl.py @@ -1,6 +1,6 @@ -import plotly.graph_objects as go import numpy as np import pandas as pd +import plotly.graph_objects as go def get_pnl_trace(executors): diff --git a/frontend/visualization/signals.py b/frontend/visualization/signals.py index 1cbec29e..9a12ac1e 100644 --- a/frontend/visualization/signals.py +++ b/frontend/visualization/signals.py @@ -1,6 +1,7 @@ -from frontend.visualization import theme -import plotly.graph_objects as go import pandas_ta as ta # noqa: F401 +import plotly.graph_objects as go + +from frontend.visualization import theme def get_signal_traces(buy_signals, sell_signals): @@ -15,6 +16,7 @@ def get_signal_traces(buy_signals, sell_signals): ] return traces + def get_bollinger_v1_signal_traces(df, bb_length, bb_std, bb_long_threshold, bb_short_threshold): # Add Bollinger Bands candles = df.copy() @@ -29,7 +31,6 @@ def get_bollinger_v1_signal_traces(df, bb_length, bb_std, bb_long_threshold, bb_ def get_macdbb_v1_signal_traces(df, bb_length, bb_std, bb_long_threshold, bb_short_threshold, macd_fast, macd_slow, macd_signal): - tech_colors = theme.get_color_scheme() # Add Bollinger Bands df.ta.bbands(length=bb_length, std=bb_std, append=True) # Add MACD diff --git a/frontend/visualization/utils.py b/frontend/visualization/utils.py index 8c95b85d..15b3ae91 100644 --- a/frontend/visualization/utils.py +++ b/frontend/visualization/utils.py @@ -1,3 +1,3 @@ def add_traces_to_fig(fig, traces, row=1, col=1): for trace in traces: - fig.add_trace(trace, row=row, col=col) \ No newline at end of file + fig.add_trace(trace, row=row, col=col) diff --git a/main.py b/main.py index d037b1a6..98d20c98 100644 --- a/main.py +++ b/main.py @@ -1,134 +1,25 @@ import streamlit as st -from st_pages import Page, Section, show_pages -from streamlit_authenticator import Authenticate -from CONFIG import AUTH_SYSTEM_ENABLED -from backend.utils.os_utils import read_yaml_file, dump_dict_to_yaml +from frontend.st_utils import auth_system -def main_page(): - show_pages( - [ - Page("main.py", "Hummingbot Dashboard", "📊"), - Section("Bot Orchestration", "🐙"), - Page("frontend/pages/orchestration/instances/app.py", "Instances", "🦅"), - Page("frontend/pages/orchestration/launch_bot_v2/app.py", "Deploy V2", "🚀"), - Page("frontend/pages/orchestration/credentials/app.py", "Credentials", "🔑"), - Page("frontend/pages/orchestration/portfolio/app.py", "Portfolio", "💰"), - # Page("frontend/pages/orchestration/launch_bot_v2_st/app.py", "Deploy ST", "🙌"), - # Page("pages/file_manager/app.py", "File Explorer", "🗂"), - Section("Config Generator", "🎛️"), - Page("frontend/pages/config/pmm_simple/app.py", "PMM Simple", "👨‍🏫"), - Page("frontend/pages/config/pmm_dynamic/app.py", "PMM Dynamic", "👩‍🏫"), - Page("frontend/pages/config/dman_maker_v2/app.py", "D-Man Maker V2", "🤖"), - Page("frontend/pages/config/bollinger_v1/app.py", "Bollinger V1", "📈"), - Page("frontend/pages/config/macd_bb_v1/app.py", "MACD_BB V1", "📊"), - Page("frontend/pages/config/supertrend_v1/app.py", "SuperTrend V1", "👨‍🔬"), - Page("frontend/pages/config/xemm_controller/app.py", "XEMM Controller", "⚡️"), - # Page("frontend/pages/config/position_builder/app.py", "Position Builder", "🔭"), - Section("Data", "💾"), - Page("frontend/pages/data/download_candles/app.py", "Download Candles", "💹"), - # Page("pages/create/create.py", "Create", "⚔️"), - # Page("pages/optimize/optimize.py", "Optimize", "🧪"), - # Page("pages/analyze/analyze.py", "Analyze", "🔬"), - Section("Community Pages", "👨‍👩‍👧‍👦"), - # Page("frontend/pages/performance/strategy_performance/app.py", "Strategy Performance", "🚀"), - Page("frontend/pages/data/token_spreads/app.py", "Token Spreads", "🧙"), - Page("frontend/pages/data/tvl_vs_mcap/app.py", "TVL vs Market Cap", "🦉"), - ] - ) - - # Readme Section - readme_container = st.container() - with readme_container: - st.markdown("# 📊 Hummingbot Dashboard") - st.markdown(""" - Hummingbot Dashboard is an open source application that helps you create, backtest, and optimize various - types of algo trading strategies. Afterwards, you can deploy them as [Hummingbot](http://hummingbot.org) - instances in either paper or live trading mode.""") - +def main(): + # readme section + st.markdown("# 📊 Hummingbot Dashboard") + st.markdown("Hummingbot Dashboard is an open source application that helps you create, backtest, and optimize " + "various types of algo trading strategies. Afterwards, you can deploy them as " + "[Hummingbot](http://hummingbot.org)") st.write("---") - - st.header("Getting Started") - + st.header("Watch the Hummingbot Dashboard Tutorial!") + st.video("https://youtu.be/7eHiMPRBQLQ?si=PAvCq0D5QDZz1h1D") + st.header("Feedback and issues") st.write( - "Watch the [Hummingbot Dashboard Tutorial playlist](https://www.youtube.com/watch?v=a-kenMqRB00) to get started!") - - # Container for the videos - container = st.container() - - video_titles = [ - "1 - Introduction to Dashboard", - "2 - Setting up the Environment", - "3 - Managing Credentials", - "4 - Using the Master Bot Profile", - "5 - Deploying Bots and Running Strategies", - "7 - Controllers, Backtesting, and Optimization", - "8 - Deploying Best Strategies from Backtests", - "9 - Conclusions and Next Steps" - ] - # List of YouTube video links - video_links = [ - "https://www.youtube.com/embed/a-kenMqRB00", - "https://www.youtube.com/embed/AbezIhb6iJg", - "https://www.youtube.com/embed/VmlD_WQVe4M", - "https://www.youtube.com/embed/MPQTnlDXPno", - "https://www.youtube.com/embed/915E-C2LWdg", - "https://www.youtube.com/embed/bAi2ok7_boo", - "https://www.youtube.com/embed/BJf3ml-9JIQ", - "https://www.youtube.com/embed/ug_SSZb2HYE", - ] - - # Ensure the lists have the same length - assert len(video_titles) == len(video_links), "Mismatch between titles and links." - - # Create a carousel-like feature - video_selection = st.selectbox("Choose a video:", options=video_titles) - - # Get the index of the selected video title - selected_index = video_titles.index(video_selection) - - # Display the selected video - st.video(video_links[selected_index]) - - st.write("---") - - st.header("Feedback and Issues") - - st.write("Please give us feedback in the **#dashboard** channel of the [Hummingbot Discord](https://discord.gg/hummingbot)! 🙏") - - st.write("If you encounter any bugs or have suggestions for improvement, please create an issue in the [Hummingbot Dashboard Github](https://github.com/hummingbot/dashboard).") - + "Please give us feedback in the **#dashboard** channel of the " + "[hummingbot discord](https://discord.gg/hummingbot)! 🙏") + st.write( + "If you encounter any bugs or have suggestions for improvement, please create an issue in the " + "[hummingbot dashboard github](https://github.com/hummingbot/dashboard).") -# config = read_yaml_file("credentials.yml") -# -# if "authenticator" not in st.session_state: -# st.session_state.authenticator = Authenticate( -# config['credentials'], -# config['cookie']['name'], -# config['cookie']['key'], -# config['cookie']['expiry_days'], -# config['preauthorized'] -# ) -# if not AUTH_SYSTEM_ENABLED: -main_page() -# elif st.session_state["authentication_status"]: -# config["credentials"] = st.session_state.authenticator_handler.credentials -# dump_dict_to_yaml(config, "credentials.yml") -# with st.sidebar: -# st.write(f'Welcome {st.session_state["name"]}!') -# st.session_state.authenticator.logout(location='sidebar') # Updated logout call -# main_page() -# else: -# show_pages([ -# Page("main.py", "Hummingbot Dashboard", "📊"), -# ]) -# name, authentication_status, username = st.session_state.authenticator.login(location='main') # Updated login call -# if st.session_state["authentication_status"] == False: -# st.error('Username/password is incorrect') -# elif st.session_state["authentication_status"] == None: -# st.warning('Please enter your username and password') -# st.write("---") -# st.write("If you are pre-authorized, you can login with your pre-authorized mail!") -# st.session_state.authenticator.register_user(location='main') # Updated register user call +auth_system() +main() diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 00000000..4ad399a1 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,23 @@ +[build-system] +requires = ["setuptools>=42", "wheel"] +build-backend = "setuptools.build_meta" + +[tool.black] +line-length = 130 +target-version = ["py38"] + +[tool.isort] +line_length = 130 +profile = "black" +multi_line_output = 3 +include_trailing_comma = true +use_parentheses = true +ensure_newline_before_comments = true +combine_as_imports = true + +[tool.pre-commit] +repos = [ + { repo = "https://github.com/pre-commit/pre-commit-hooks", rev = "v3.4.0", hooks = [{ id = "check-yaml" }, { id = "end-of-file-fixer" }] }, + { repo = "https://github.com/psf/black", rev = "21.6b0", hooks = [{ id = "black" }] }, + { repo = "https://github.com/pre-commit/mirrors-isort", rev = "v5.9.3", hooks = [{ id = "isort" }] } +] diff --git a/quants_lab/__init__.py b/quants_lab/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/quants_lab/optimizations/__init__.py b/quants_lab/optimizations/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/quants_lab/research_notebooks/analyze_optimization_results.ipynb b/quants_lab/research_notebooks/analyze_optimization_results.ipynb deleted file mode 100644 index 8ecdcc40..00000000 --- a/quants_lab/research_notebooks/analyze_optimization_results.ipynb +++ /dev/null @@ -1,10911 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "\n", - "root_path = os.path.abspath(os.path.join(os.getcwd(), '../../..'))\n", - "sys.path.append(root_path)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 1, - "outputs": [], - "source": [ - "\n", - "from utils.optuna_database_manager import OptunaDBManager\n", - "\n", - "db_root_path = \"../../data/backtesting/\"\n", - "db_name = \"backtesting_report.db\"\n", - "\n", - "optuna_db_manager = OptunaDBManager(db_name=db_name,\n", - " db_root_path=db_root_path)" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T01:19:16.027765Z", - "start_time": "2023-12-12T01:19:15.541461Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 2, - "outputs": [ - { - "data": { - "text/plain": " study_id study_name\n0 1 super_trend_optimization_1\n1 2 super_trend_optimization_mt", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
study_idstudy_name
01super_trend_optimization_1
12super_trend_optimization_mt
\n
" - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "optuna_db_manager.studies" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T01:19:16.035913Z", - "start_time": "2023-12-12T01:19:16.028683Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 3, - "outputs": [], - "source": [ - "study_name = \"super_trend_optimization_mt\"\n", - "df = optuna_db_manager.merged_df[optuna_db_manager.merged_df[\"study_name\"] == study_name]" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T01:19:19.411856Z", - "start_time": "2023-12-12T01:19:19.363030Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 4, - "outputs": [ - { - "data": { - "text/plain": " trial_id number study_id state datetime_start \\\n227 230 0 2 COMPLETE 2023-12-11 22:02:43.231166 \n228 231 1 2 COMPLETE 2023-12-11 22:03:00.567468 \n229 232 2 2 COMPLETE 2023-12-11 22:03:17.064624 \n230 233 3 2 COMPLETE 2023-12-11 22:03:33.427127 \n231 234 4 2 COMPLETE 2023-12-11 22:03:49.957449 \n232 235 5 2 COMPLETE 2023-12-11 22:04:07.168221 \n233 236 6 2 COMPLETE 2023-12-11 22:04:24.076702 \n234 237 7 2 COMPLETE 2023-12-11 22:04:41.112936 \n235 238 8 2 COMPLETE 2023-12-11 22:04:57.612671 \n236 239 9 2 COMPLETE 2023-12-11 22:05:15.275493 \n237 240 10 2 COMPLETE 2023-12-11 22:05:33.219372 \n238 241 11 2 COMPLETE 2023-12-11 22:05:50.586509 \n239 242 12 2 COMPLETE 2023-12-11 22:06:07.817956 \n240 243 13 2 COMPLETE 2023-12-11 22:06:24.458958 \n241 244 14 2 COMPLETE 2023-12-11 22:06:41.104551 \n242 245 15 2 COMPLETE 2023-12-11 22:06:57.609660 \n243 246 16 2 COMPLETE 2023-12-11 22:07:14.212057 \n244 247 17 2 COMPLETE 2023-12-11 22:07:30.827380 \n245 248 18 2 COMPLETE 2023-12-11 22:07:47.529136 \n246 249 19 2 COMPLETE 2023-12-11 22:08:04.398085 \n\n datetime_complete study_name accuracy \\\n227 2023-12-11 22:03:00.557164 super_trend_optimization_mt 0.479042 \n228 2023-12-11 22:03:17.057086 super_trend_optimization_mt 0.417391 \n229 2023-12-11 22:03:33.419313 super_trend_optimization_mt 0.340796 \n230 2023-12-11 22:03:49.949266 super_trend_optimization_mt 0.283824 \n231 2023-12-11 22:04:07.160226 super_trend_optimization_mt 0.417303 \n232 2023-12-11 22:04:24.069134 super_trend_optimization_mt 0.623590 \n233 2023-12-11 22:04:41.105547 super_trend_optimization_mt 0.625000 \n234 2023-12-11 22:04:57.605407 super_trend_optimization_mt 0.355278 \n235 2023-12-11 22:05:15.267079 super_trend_optimization_mt 0.513237 \n236 2023-12-11 22:05:33.211438 super_trend_optimization_mt 0.482476 \n237 2023-12-11 22:05:50.577500 super_trend_optimization_mt 0.294807 \n238 2023-12-11 22:06:07.810065 super_trend_optimization_mt 0.294807 \n239 2023-12-11 22:06:24.450827 super_trend_optimization_mt 0.294807 \n240 2023-12-11 22:06:41.097271 super_trend_optimization_mt 0.294807 \n241 2023-12-11 22:06:57.602507 super_trend_optimization_mt 0.260870 \n242 2023-12-11 22:07:14.204659 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Study: super_trend_... \n228 Trial ID: 231
Study: super_trend_... \n229 Trial ID: 232
Study: super_trend_... \n230 Trial ID: 233
Study: super_trend_... \n231 Trial ID: 234
Study: super_trend_... \n232 Trial ID: 235
Study: super_trend_... \n233 Trial ID: 236
Study: super_trend_... \n234 Trial ID: 237
Study: super_trend_... \n235 Trial ID: 238
Study: super_trend_... \n236 Trial ID: 239
Study: super_trend_... \n237 Trial ID: 240
Study: super_trend_... \n238 Trial ID: 241
Study: super_trend_... \n239 Trial ID: 242
Study: super_trend_... \n240 Trial ID: 243
Study: super_trend_... \n241 Trial ID: 244
Study: super_trend_... \n242 Trial ID: 245
Study: super_trend_... \n243 Trial ID: 246
Study: super_trend_... \n244 Trial ID: 247
Study: super_trend_... \n245 Trial ID: 248
Study: super_trend_... \n246 Trial ID: 249
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trial_idnumberstudy_idstatedatetime_startdatetime_completestudy_nameaccuracyavg_trading_time_in_hoursconfig...total_positionswin_signalstrial_value_idobjective_xvaluevalue_typestudy_direction_iddirectionobjective_yhover_text
22723002COMPLETE2023-12-11 22:02:43.2311662023-12-11 22:03:00.557164super_trend_optimization_mt0.4790422.822156\"{\\\"exchange\\\": \\\"binance_perpetual\\\", \\\"tradi......5012402280-0.350982FINITE2MAXIMIZE0<b>Trial ID: 230</b><br><b>Study: super_trend_...
22823112COMPLETE2023-12-11 22:03:00.5674682023-12-11 22:03:17.057086super_trend_optimization_mt0.4173914.070543\"{\\\"exchange\\\": \\\"binance_perpetual\\\", \\\"tradi......46019222900.124883FINITE2MAXIMIZE0<b>Trial ID: 231</b><br><b>Study: super_trend_...
22923222COMPLETE2023-12-11 22:03:17.0646242023-12-11 22:03:33.419313super_trend_optimization_mt0.3407961.579353\"{\\\"exchange\\\": \\\"binance_perpetual\\\", \\\"tradi......8042742300-0.453629FINITE2MAXIMIZE0<b>Trial ID: 232</b><br><b>Study: super_trend_...
23023332COMPLETE2023-12-11 22:03:33.4271272023-12-11 22:03:49.949266super_trend_optimization_mt0.2838242.090662\"{\\\"exchange\\\": \\\"binance_perpetual\\\", \\\"tradi......6801932310-0.050734FINITE2MAXIMIZE0<b>Trial ID: 233</b><br><b>Study: super_trend_...
23123442COMPLETE2023-12-11 22:03:49.9574492023-12-11 22:04:07.160226super_trend_optimization_mt0.4173033.651018\"{\\\"exchange\\\": \\\"binance_perpetual\\\", \\\"tradi......39316423200.161915FINITE2MAXIMIZE0<b>Trial ID: 234</b><br><b>Study: super_trend_...
23223552COMPLETE2023-12-11 22:04:07.1682212023-12-11 22:04:24.069134super_trend_optimization_mt0.6235901.696103\"{\\\"exchange\\\": \\\"binance_perpetual\\\", \\\"tradi......9756082330-0.185476FINITE2MAXIMIZE0<b>Trial ID: 235</b><br><b>Study: super_trend_...
23323662COMPLETE2023-12-11 22:04:24.0767022023-12-11 22:04:41.105547super_trend_optimization_mt0.6250001.627661\"{\\\"exchange\\\": \\\"binance_perpetual\\\", \\\"tradi......8085052340-0.316476FINITE2MAXIMIZE0<b>Trial ID: 236</b><br><b>Study: super_trend_...
23423772COMPLETE2023-12-11 22:04:41.1129362023-12-11 22:04:57.605407super_trend_optimization_mt0.3552781.569410\"{\\\"exchange\\\": \\\"binance_perpetual\\\", \\\"tradi......8813132350-0.103853FINITE2MAXIMIZE0<b>Trial ID: 237</b><br><b>Study: super_trend_...
23523882COMPLETE2023-12-11 22:04:57.6126712023-12-11 22:05:15.267079super_trend_optimization_mt0.5132370.961312\"{\\\"exchange\\\": \\\"binance_perpetual\\\", \\\"tradi......166285323600.740488FINITE2MAXIMIZE0<b>Trial ID: 238</b><br><b>Study: super_trend_...
23623992COMPLETE2023-12-11 22:05:15.2754932023-12-11 22:05:33.211438super_trend_optimization_mt0.4824760.928934\"{\\\"exchange\\\": \\\"binance_perpetual\\\", \\\"tradi......13416472370-0.960720FINITE2MAXIMIZE0<b>Trial ID: 239</b><br><b>Study: super_trend_...
237240102COMPLETE2023-12-11 22:05:33.2193722023-12-11 22:05:50.577500super_trend_optimization_mt0.2948073.181910\"{\\\"exchange\\\": \\\"binance_perpetual\\\", \\\"tradi......59717623801.199858FINITE2MAXIMIZE0<b>Trial ID: 240</b><br><b>Study: super_trend_...
238241112COMPLETE2023-12-11 22:05:50.5865092023-12-11 22:06:07.810065super_trend_optimization_mt0.2948073.181910\"{\\\"exchange\\\": \\\"binance_perpetual\\\", \\\"tradi......59717623901.199858FINITE2MAXIMIZE0<b>Trial ID: 241</b><br><b>Study: super_trend_...
239242122COMPLETE2023-12-11 22:06:07.8179562023-12-11 22:06:24.450827super_trend_optimization_mt0.2948073.181910\"{\\\"exchange\\\": \\\"binance_perpetual\\\", \\\"tradi......59717624001.199858FINITE2MAXIMIZE0<b>Trial ID: 242</b><br><b>Study: super_trend_...
240243132COMPLETE2023-12-11 22:06:24.4589582023-12-11 22:06:41.097271super_trend_optimization_mt0.2948073.181910\"{\\\"exchange\\\": \\\"binance_perpetual\\\", \\\"tradi......59717624101.199858FINITE2MAXIMIZE0<b>Trial ID: 243</b><br><b>Study: super_trend_...
241244142COMPLETE2023-12-11 22:06:41.1045512023-12-11 22:06:57.602507super_trend_optimization_mt0.2608702.892609\"{\\\"exchange\\\": \\\"binance_perpetual\\\", \\\"tradi......57515024200.020470FINITE2MAXIMIZE0<b>Trial ID: 244</b><br><b>Study: super_trend_...
242245152COMPLETE2023-12-11 22:06:57.6096602023-12-11 22:07:14.204659super_trend_optimization_mt0.2885913.179195\"{\\\"exchange\\\": \\\"binance_perpetual\\\", \\\"tradi......59617224300.993143FINITE2MAXIMIZE0<b>Trial ID: 245</b><br><b>Study: super_trend_...
243246162COMPLETE2023-12-11 22:07:14.2120572023-12-11 22:07:30.819529super_trend_optimization_mt0.3035972.316331\"{\\\"exchange\\\": \\\"binance_perpetual\\\", \\\"tradi......69521124400.378650FINITE2MAXIMIZE0<b>Trial ID: 246</b><br><b>Study: super_trend_...
244247172COMPLETE2023-12-11 22:07:30.8273802023-12-11 22:07:47.521386super_trend_optimization_mt0.2931323.186348\"{\\\"exchange\\\": \\\"binance_perpetual\\\", \\\"tradi......59717524501.089455FINITE2MAXIMIZE0<b>Trial ID: 247</b><br><b>Study: super_trend_...
245248182COMPLETE2023-12-11 22:07:47.5291362023-12-11 22:08:04.390746super_trend_optimization_mt0.2381852.656522\"{\\\"exchange\\\": \\\"binance_perpetual\\\", \\\"tradi......5291262460-0.201113FINITE2MAXIMIZE0<b>Trial ID: 248</b><br><b>Study: super_trend_...
246249192COMPLETE2023-12-11 22:08:04.3980852023-12-11 22:08:20.923331super_trend_optimization_mt0.2950582.328125\"{\\\"exchange\\\": \\\"binance_perpetual\\\", \\\"tradi......68820324700.192099FINITE2MAXIMIZE0<b>Trial ID: 249</b><br><b>Study: super_trend_...
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20 rows × 28 columns

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" - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T01:19:20.320562Z", - "start_time": "2023-12-12T01:19:20.307716Z" - } - } - }, - { - "cell_type": "markdown", - "source": [ - "### Bar Chart of Average Trading Time\n", - "This bar chart compares the average trading time across trials. It helps to quickly identify trials with unusually long or short trading times.\n" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 5, - "outputs": [ - { - "data": { - "text/html": " \n " - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/vnd.plotly.v1+json": { - "data": [ - { - "alignmentgroup": "True", - "hovertemplate": "trial_id=%{x}
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" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import plotly.express as px\n", - "\n", - "fig = px.bar(df, x='trial_id', y='avg_trading_time_in_hours', title='Average Trading Time per Trial')\n", - "fig.show()" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T01:19:22.141266Z", - "start_time": "2023-12-12T01:19:21.903882Z" - } - } - }, - { - "cell_type": "markdown", - "source": [ - "### Scatter Plot of Accuracy vs. Average Trading Time\n", - "This scatter plot shows the relationship between the accuracy and the average trading time of each trial. It can help to identify if there is any correlation between these two metrics.\n" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 6, - "outputs": [ - { - "data": { - "application/vnd.plotly.v1+json": { - "data": [ - { - "hovertemplate": "avg_trading_time_in_hours=%{x}
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" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig = px.scatter(df, x='avg_trading_time_in_hours', y='accuracy', title='Accuracy vs. Average Trading Time')\n", - "fig.show()\n" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T01:19:23.283595Z", - "start_time": "2023-12-12T01:19:23.253297Z" - } - } - }, - { - "cell_type": "markdown", - "source": [ - "### Histogram of Total Positions\n", - "The histogram represents the distribution of total positions across all trials. This visualization is useful for understanding the general spread and most common values of positions.\n" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 7, - "outputs": [ - { - "data": { - "application/vnd.plotly.v1+json": { - "data": [ - { - "alignmentgroup": "True", - "bingroup": "x", - "hovertemplate": "total_positions=%{x}
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" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig = px.histogram(df, x='total_positions', title='Distribution of Total Positions')\n", - "fig.show()" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T01:19:27.300286Z", - "start_time": "2023-12-12T01:19:27.273268Z" - } - } - }, - { - "cell_type": "markdown", - "source": [ - "### Pie Chart of Win Signals\n", - "This pie chart shows the proportion of win signals in each trial, providing a visual representation of the success rate distribution across trials.\n" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 8, - "outputs": [ - { - "data": { - "application/vnd.plotly.v1+json": { - "data": [ - { - "domain": { - "x": [ - 0.0, - 1.0 - ], - "y": [ - 0.0, - 1.0 - ] - }, - "hovertemplate": "trial_id=%{label}
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" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import plotly.express as px\n", - "\n", - "# Calculate the correlation matrix\n", - "correlation_matrix = df[['accuracy', 'avg_trading_time_in_hours', 'total_positions', 'win_signals', 'value']].corr()\n", - "\n", - "# Generate the heatmap\n", - "fig = px.imshow(correlation_matrix,\n", - " x=correlation_matrix.columns,\n", - " y=correlation_matrix.columns,\n", - " title='Correlation Heatmap',\n", - " labels=dict(x=\"Variable\", y=\"Variable\", color=\"Correlation\"),\n", - " color_continuous_scale='RdBu')\n", - "\n", - "fig.show()\n", - "\n" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T01:19:38.887073Z", - "start_time": "2023-12-12T01:19:38.854461Z" - } - } - }, - { - "cell_type": "markdown", - "source": [ - "### Stacked Bar Chart for Win Signals vs Total Positions\n", - "A stacked bar chart displaying the ratio of win signals to total positions for each trial. This helps in visualizing the efficiency and effectiveness of each trial.\n" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 11, - "outputs": [ - { - "data": { - "application/vnd.plotly.v1+json": { - "data": [ - { - "alignmentgroup": "True", - "customdata": [ - [ - 501 - ], - [ - 460 - ], - [ - 804 - ], - [ - 680 - ], - [ - 393 - ], - [ - 975 - ], - [ - 808 - ], - [ - 881 - ], - [ - 1662 - ], - [ - 1341 - ], - [ - 597 - ], - [ - 597 - ], - [ - 597 - ], - [ - 597 - ], - [ - 575 - ], - [ - 596 - ], - [ - 695 - ], - [ - 597 - ], - [ - 529 - ], - [ - 688 - ] - ], - "hovertemplate": "variable=win_signals
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}, - "title": { - "text": "Win Signals vs PNL" - } - }, - "config": { - "plotlyServerURL": "https://plot.ly" - } - }, - "text/html": "
" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Scatter Plot for Accuracy vs PNL\n", - "fig_accuracy_pnl = px.scatter(df, x='accuracy', y='value', title='Accuracy vs PNL')\n", - "fig_accuracy_pnl.show()\n", - "\n", - "# Scatter Plot for Average Trading Time vs PNL\n", - "fig_tradingtime_pnl = px.scatter(df, x='avg_trading_time_in_hours', y='value', title='Average Trading Time vs PNL')\n", - "fig_tradingtime_pnl.show()\n", - "\n", - "# Scatter Plot for Total Positions vs PNL\n", - "fig_positions_pnl = px.scatter(df, x='total_positions', y='value', title='Total Positions vs PNL')\n", - "fig_positions_pnl.show()\n", - "\n", - "# Scatter Plot for Win Signals vs PNL\n", - "fig_winsignals_pnl = px.scatter(df, x='win_signals', y='value', title='Win Signals vs PNL')\n", - "fig_winsignals_pnl.show()\n" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T01:19:56.004126Z", - "start_time": "2023-12-12T01:19:55.945664Z" - } - } - }, - { - "cell_type": "markdown", - "source": [ - "### Scatter Matrix of All Variables\n", - "A scatter matrix allows us to see both the distribution of single variables and the relationships between two variables. The diagonal shows histograms for each variable, and the scatter plots show correlations between them.\n" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [ - "import plotly.express as px\n", - "\n", - "# Selecting columns for scatter matrix\n", - "selected_columns = ['accuracy', 'avg_trading_time_in_hours', 'total_positions', 'win_signals', 'value']\n", - "\n", - "# Creating scatter matrix\n", - "fig_matrix = px.scatter_matrix(df[selected_columns], dimensions=selected_columns, title='Scatter Matrix of Variables', height=800)\n", - "fig_matrix.show()\n" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [ - "import json\n", - "from hummingbot.core.data_type.common import PositionMode\n", - "from hummingbot.connector.connector_base import TradeType, OrderType\n", - "from hummingbot.smart_components.utils.config_encoder_decoder import ConfigEncoderDecoder\n", - "\n", - "trial_to_analyze = 36\n", - "\n", - "trial = df[df[\"trial_id\"] == trial_to_analyze]" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [ - "trial" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [ - "# Transform trial config in a dictionary\n", - "encoder_decoder = ConfigEncoderDecoder(TradeType, OrderType, PositionMode)\n", - "trial_config = encoder_decoder.decode(json.loads(trial[\"config\"].item()))\n", - "trial_config" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [ - "from quants_lab.controllers.supertrend import SuperTrend, SuperTrendConfig\n", - "\n", - "# In this case we are using the supertrend controller but we can also access to the controller by using the method load_controllers\n", - "config = SuperTrendConfig(**trial_config)\n", - "controller = SuperTrend(config)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [ - "from quants_lab.strategy.strategy_analysis import StrategyAnalysis\n", - "from hummingbot.smart_components.strategy_frameworks.directional_trading import DirectionalTradingBacktestingEngine\n", - "\n", - "# Backtest configuration\n", - "trade_cost = 0.0006\n", - "initial_portfolio_usd = 1000\n", - "start = \"2023-01-01\"\n", - "end = \"2024-01-02\"\n", - "\n", - "# Load the data\n", - "engine = DirectionalTradingBacktestingEngine(controller=controller)\n", - "engine.load_controller_data(\"../../data/candles\")\n", - "backtesting_results = engine.run_backtesting(initial_portfolio_usd=initial_portfolio_usd,\n", - " trade_cost=trade_cost,\n", - " start=start, end=end)\n", - "strategy_analysis = StrategyAnalysis(\n", - " positions=backtesting_results[\"executors_df\"],\n", - " candles_df=backtesting_results[\"processed_data\"],\n", - ")" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [ - "strategy_analysis.create_base_figure(volume=False, positions=False, trade_pnl=True)\n", - "strategy_analysis.figure()" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [ - "strategy_analysis.pnl_over_time()" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [], - "metadata": { - "collapsed": false - } - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 2 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} diff --git a/quants_lab/research_notebooks/dman_maker/01_strategy_design_dman_maker.ipynb b/quants_lab/research_notebooks/dman_maker/01_strategy_design_dman_maker.ipynb deleted file mode 100644 index 5de48901..00000000 --- a/quants_lab/research_notebooks/dman_maker/01_strategy_design_dman_maker.ipynb +++ /dev/null @@ -1,201 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "source": [ - "# RESEARCH NOTEBOOK --> DMAN Maker V2" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 12, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 10080/10080 [00:13<00:00, 772.37it/s]\n", - "Unclosed client session\n", - "client_session: \n", - "Unclosed connector\n", - "connections: ['[(, 127427.978703458)]']\n", - "connector: \n" - ] - } - ], - "source": [ - "from hummingbot.data_feed.candles_feed.candles_factory import CandlesConfig\n", - "import asyncio\n", - "from utils.hummingbot_processes import aget_candles_list\n", - "\n", - "exchange = \"binance_perpetual\"\n", - "symbols = [\"XRP-USDT\"]\n", - "intervals = [\"3m\"]\n", - "max_records = 10080\n", - "\n", - "candles_config = [CandlesConfig(connector=exchange,\n", - " trading_pair=symbol,\n", - " interval=interval,\n", - " max_records=max_records) for symbol in symbols for interval in intervals]\n", - "\n", - "all_candles = await aget_candles_list(candles_config)" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-04-18T22:02:52.165106Z", - "start_time": "2024-04-18T22:02:39.073506Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 13, - "outputs": [], - "source": [ - "import pandas as pd\n", - "\n", - "def analyze_candle_ranges(df, window_length):\n", - " # List to store range data\n", - " range_data = []\n", - "\n", - " # Loop through the DataFrame based on the window length\n", - " for start_idx in range(len(df) - window_length + 1):\n", - " # Define the window\n", - " end_idx = start_idx + window_length\n", - " window = df[start_idx:end_idx]\n", - "\n", - " # Find the max and min values within the window\n", - " max_price = window['high'].max()\n", - " min_price = window['low'].min()\n", - "\n", - " # Calculate the range\n", - " price_range = max_price - min_price\n", - " price_range_pct = price_range / min_price\n", - "\n", - " # Store the data\n", - " range_data.append((start_idx, start_idx + window_length, max_price, min_price, price_range, price_range_pct))\n", - "\n", - " # Create a DataFrame from the range data\n", - " columns = ['Start_Index', 'End_Index', 'Max_Price', 'Min_Price', 'Price_Range', 'Price_Range_Pct']\n", - " ranges_df = pd.DataFrame(range_data, columns=columns)\n", - "\n", - " return ranges_df\n", - "\n", - "# To use the function:\n", - "# Assuming 'df' is your DataFrame with 'high' and 'low' price columns\n" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-04-18T22:02:54.638744Z", - "start_time": "2024-04-18T22:02:54.635152Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 14, - "outputs": [], - "source": [ - "window_length = 240 # Replace with your desired\n", - "\n", - "range_analysis_df = analyze_candle_ranges(all_candles[0], window_length)" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-04-18T22:02:56.718508Z", - "start_time": "2024-04-18T22:02:56.321691Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 15, - "outputs": [ - { - "data": { - "text/plain": "
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" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import matplotlib.pyplot as plt\n", - "\n", - "# Assuming range_analysis_df is your DataFrame from the previous function and has a 'Price_Range' column\n", - "plt.figure(figsize=(10, 6))\n", - "plt.hist(range_analysis_df['Price_Range_Pct'] * 100, bins=50, alpha=0.7, color='blue')\n", - "plt.title('Distribution of Price Ranges')\n", - "plt.xlabel('Price Range')\n", - "plt.ylabel('Frequency')\n", - "plt.grid(True)\n", - "plt.show()\n" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-04-18T22:03:04.360281Z", - "start_time": "2024-04-18T22:03:04.258530Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 16, - "outputs": [ - { - "data": { - "text/plain": "
", - "image/png": 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- }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=(14, 7))\n", - "plt.plot(range_analysis_df['Start_Index'], range_analysis_df['Price_Range_Pct'] * 100, marker='o', linestyle='-', color='blue')\n", - "plt.title('Price Range Over Time')\n", - "plt.xlabel('Index')\n", - "plt.ylabel('Price Range')\n", - "plt.grid(True)\n", - "plt.show()\n" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-04-18T22:03:34.608164Z", - "start_time": "2024-04-18T22:03:34.504796Z" - } - } - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 2 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} diff --git a/quants_lab/research_notebooks/dman_maker/02_single_controller_backtest.ipynb b/quants_lab/research_notebooks/dman_maker/02_single_controller_backtest.ipynb deleted file mode 100644 index b480200b..00000000 --- a/quants_lab/research_notebooks/dman_maker/02_single_controller_backtest.ipynb +++ /dev/null @@ -1,39262 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2024-05-21T23:33:43.257748Z", - "start_time": "2024-05-21T23:33:43.251873Z" - } - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "\n", - "root_path = os.path.abspath(os.path.join(os.getcwd(), '../../..'))\n", - "sys.path.append(root_path)" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "outputs": [], - "source": [ - "from decimal import Decimal\n", - "\n", - "# Controller configuration\n", - "connector_name = \"kucoin\"\n", - "trading_pair = \"WLD-USDT\"\n", - "total_amount_quote = 1000\n", - "trade_cost = 0.0006\n", - "buy_spreads = [Decimal(\"0.002\")]\n", - "sell_spreads = [Decimal(\"0.002\")]\n", - "buy_amounts_pct = [Decimal(\"1\")]\n", - "sell_amounts_pct = [Decimal(\"1\")]\n", - "executor_refresh_time = 60\n", - "cooldown_time = 3600\n", - "top_executor_refresh_time = 60\n", - "executor_activation_bounds = [Decimal(\"0.01\")]\n", - "dca_spreads = [Decimal(\"0.\"), Decimal(\"0.002\"), Decimal(\"0.008\"), Decimal(\"0.01\"), Decimal(\"0.015\"), Decimal(\"0.02\")]\n", - "dca_amounts = [Decimal(\"0.1\"), Decimal(\"0.2\"), Decimal(\"0.3\"), Decimal(\"0.4\"), Decimal(\"0.5\"), Decimal(\"0.6\")]\n", - "\n", - "# Triple barrier configuration\n", - "stop_loss = Decimal(\"0.015\")\n", - "take_profit = Decimal(\"0.03\")\n", - "time_limit = 60 * 60 * 12 # 12 hours\n", - "trailing_stop_activation_price_delta = Decimal(\"0.008\")\n", - "trailing_stop_trailing_delta = Decimal(\"0.004\")" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-05-21T23:53:21.058600Z", - "start_time": "2024-05-21T23:53:21.024538Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 39, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2024-05-21T23:53:21.062445Z", - "start_time": "2024-05-21T23:53:21.029893Z" - } - }, - "outputs": [], - "source": [ - "from hummingbot.strategy_v2.executors.position_executor.data_types import TrailingStop\n", - "from quants_lab.controllers.market_making.dman_maker_v2 import DManMakerV2Config, DManMakerV2\n", - "\n", - "\n", - "# Creating the instance of the configuration and the controller\n", - "config = DManMakerV2Config(\n", - " connector_name=connector_name,\n", - " trading_pair=trading_pair,\n", - " total_amount_quote=total_amount_quote,\n", - " buy_spreads=buy_spreads,\n", - " sell_spreads=sell_spreads,\n", - " buy_amounts_pct=buy_amounts_pct,\n", - " sell_amounts_pct=sell_amounts_pct,\n", - " executor_refresh_time=executor_refresh_time,\n", - " cooldown_time=cooldown_time,\n", - " top_executor_refresh_time=top_executor_refresh_time,\n", - " executor_activation_bounds=executor_activation_bounds,\n", - " stop_loss=stop_loss,\n", - " take_profit=take_profit,\n", - " time_limit=time_limit,\n", - " trailing_stop=TrailingStop(activation_price=trailing_stop_activation_price_delta,\n", - " trailing_delta=trailing_stop_trailing_delta),\n", - " dca_spreads=dca_spreads,\n", - " dca_amounts=dca_amounts\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 47, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2024-05-21T23:53:53.099177Z", - "start_time": "2024-05-21T23:53:39.419416Z" - } - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2024-05-21 18:53:41,626 - asyncio - ERROR - Unclosed client session\n", - "client_session: \n", - "2024-05-21 18:53:41,627 - asyncio - ERROR - Unclosed connector\n", - "connections: ['[(, 55330.4882885)]']\n", - "connector: \n" - ] - } - ], - "source": [ - "import pandas as pd\n", - "from hummingbot.strategy_v2.backtesting import MarketMakingBacktesting\n", - "\n", - "backtesting_engine = MarketMakingBacktesting()\n", - "\n", - "# Backtest period\n", - "start = \"2024-01-01\"\n", - "end = \"2024-01-10\"\n", - "backtesting_resolution = \"1m\"\n", - "\n", - "start_time = pd.to_datetime(start).timestamp() * 1e3\n", - "end_time = pd.to_datetime(end).timestamp() * 1e3\n", - "backtesting_results = await backtesting_engine.run_backtesting(\n", - " controller_config=config, trade_cost=trade_cost,\n", - " start=int(start_time), end=int(end_time),\n", - " backtesting_resolution=backtesting_resolution)" - ] - }, - { - "cell_type": "code", - "execution_count": 48, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2024-05-21T23:53:53.105729Z", - "start_time": "2024-05-21T23:53:53.098438Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": "dict_keys(['executors', 'results', 'processed_data'])" - }, - "execution_count": 48, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Let's see what is inside the backtesting results\n", - "backtesting_results.keys()" - ] - }, - { - "cell_type": "code", - "execution_count": 49, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2024-05-21T23:53:53.107299Z", - "start_time": "2024-05-21T23:53:53.104827Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": "{'reference_price': Decimal('2.497599999999999820232687852694652974605560302734375'),\n 'spread_multiplier': Decimal('1'),\n 'features': timestamp_bt open_bt high_bt low_bt close_bt volume_bt \\\n 0 1704067200000 3.6272 3.6335 3.6268 3.6335 1247.4443 \n 1 1704067260000 3.6333 3.639 3.6317 3.639 373.5355 \n 2 1704067320000 3.6476 3.657 3.6476 3.657 504.2724 \n 3 1704067380000 3.6601 3.6622 3.6586 3.6622 43.5494 \n 4 1704067440000 3.6622 3.6622 3.6622 3.6622 0 \n ... ... ... ... ... ... ... \n 12964 1704844560000 2.4965 2.4965 2.495 2.495 5.1705 \n 12965 1704844620000 2.4978 2.5025 2.4978 2.5025 37.5497 \n 12966 1704844680000 2.5025 2.5025 2.5025 2.5025 0 \n 12967 1704844740000 2.5027 2.5034 2.5006 2.5006 63.5077 \n 12968 1704844800000 2.5026 2.5026 2.4976 2.4976 1009.2771 \n \n quote_asset_volume_bt n_trades_bt taker_buy_base_volume_bt \\\n 0 4528.54482718 0 0 \n 1 1357.28548746 0 0 \n 2 1843.41100357 0 0 \n 3 159.35951529 0 0 \n 4 0 0 0 \n ... ... ... ... \n 12964 12.9018441 0 0 \n 12965 93.93699135 0 0 \n 12966 0 0 0 \n 12967 158.88729718 0 0 \n 12968 2523.49246652 0 0 \n \n taker_buy_quote_volume_bt reference_price spread_multiplier signal \\\n 0 0 3.6335 1 0 \n 1 0 3.639 1 0 \n 2 0 3.657 1 0 \n 3 0 3.6622 1 0 \n 4 0 3.6622 1 0 \n ... ... ... ... ... \n 12964 0 2.495 1 0 \n 12965 0 2.5025 1 0 \n 12966 0 2.5025 1 0 \n 12967 0 2.5006 1 0 \n 12968 0 2.4976 1 0 \n \n timestamp open high low close volume \n 0 1704067200000 3.6272 3.6335 3.6268 3.6335 1247.4443 \n 1 1704067260000 3.6333 3.639 3.6317 3.639 373.5355 \n 2 1704067320000 3.6476 3.657 3.6476 3.657 504.2724 \n 3 1704067380000 3.6601 3.6622 3.6586 3.6622 43.5494 \n 4 1704067440000 3.6622 3.6622 3.6622 3.6622 0 \n ... ... ... ... ... ... ... \n 12964 1704844560000 2.4965 2.4965 2.495 2.495 5.1705 \n 12965 1704844620000 2.4978 2.5025 2.4978 2.5025 37.5497 \n 12966 1704844680000 2.5025 2.5025 2.5025 2.5025 0 \n 12967 1704844740000 2.5027 2.5034 2.5006 2.5006 63.5077 \n 12968 1704844800000 2.5026 2.5026 2.4976 2.4976 1009.2771 \n \n [12961 rows x 19 columns]}" - }, - "execution_count": 49, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# now let's analyze each of the dataframes\n", - "\n", - "# 1. The processed data: this is the data that we are going to use to generate the signal\n", - "backtesting_results[\"processed_data\"]" - ] - }, - { - "cell_type": "code", - "execution_count": 50, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2024-05-21T23:53:53.140339Z", - "start_time": "2024-05-21T23:53:53.117236Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": "[ExecutorInfo(id='ATh9By7hcv5V8pLarj4Cy69kKuYgBpNYag1QS428cgjc', timestamp=1704067200000.0, type='dca_executor', close_timestamp=1704067320000.0, close_type=, status=, config=DCAExecutorConfig(id='ATh9By7hcv5V8pLarj4Cy69kKuYgBpNYag1QS428cgjc', type='dca_executor', timestamp=1704067200000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380955'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.626233000000000173583529495'), Decimal('3.618980534000000173236362436'), Decimal('3.597223136000000172194861259'), Decimal('3.589970670000000171847694200'), Decimal('3.571839505000000170979776553'), Decimal('3.553708340000000170111858905')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.657, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.626233}, controller_id=None),\n ExecutorInfo(id='J5kLBeH8TTiQRd1iMTnEG9hHRwp44sBRbgta7PhkP7U4', timestamp=1704067200000.0, type='dca_executor', close_timestamp=1704072300000.0, close_type=, status=, config=DCAExecutorConfig(id='J5kLBeH8TTiQRd1iMTnEG9hHRwp44sBRbgta7PhkP7U4', type='dca_executor', timestamp=1704067200000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('71.99999999999999999999999999'), Decimal('96.19047619047619047619047617'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.640767000000000174582411026'), Decimal('3.648048534000000174931575848'), Decimal('3.669893136000000175979070314'), Decimal('3.677174670000000176328235136'), Decimal('3.695378505000000177201147191'), Decimal('3.713582340000000178074059247')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('-0.01516281491309645797216365536996818264015018939971923828125'), net_pnl_quote=Decimal('-7.67635555945642789055227694916538894176483154296875'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 3.7496, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.686505601555519}, controller_id=None),\n ExecutorInfo(id='FbqtGEUMzuDrG1G9cEP3aV31rLQwjWGxLoyV7TnDeDXs', timestamp=1704067380000.0, type='dca_executor', close_timestamp=1704072360000.0, close_type=, status=, config=DCAExecutorConfig(id='FbqtGEUMzuDrG1G9cEP3aV31rLQwjWGxLoyV7TnDeDXs', type='dca_executor', timestamp=1704067380000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380955'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.654875599999999899861377606'), Decimal('3.647565848799999900061654851'), Decimal('3.625636595199999900662486585'), Decimal('3.618326843999999900862763830'), Decimal('3.600052465999999901363456942'), Decimal('3.581778087999999901864150054')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.033093745264367972758190461490812595002353191375732421875'), net_pnl_quote=Decimal('2.36068716219158236668818062753416597843170166015625'), cum_fees_quote=Decimal('0.042800000000000004707345624410663731396198272705078125'), filled_amount_quote=Decimal('71.333333333333342807236476801335811614990234375'), is_active=False, is_trading=False, custom_info={'close_price': 3.7679, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.650005685649132}, controller_id=None),\n ExecutorInfo(id='HVMBhGCSPyoW2MxZEFeKyq5CmdqEDVmaYz4Up44JrfV9', timestamp=1704075900000.0, type='dca_executor', close_timestamp=1704076020000.0, close_type=, status=, config=DCAExecutorConfig(id='HVMBhGCSPyoW2MxZEFeKyq5CmdqEDVmaYz4Up44JrfV9', type='dca_executor', timestamp=1704075900000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.688762800000000005848979632'), Decimal('3.696140325600000005860677591'), Decimal('3.718272902400000005895771469'), Decimal('3.725650428000000005907469428'), Decimal('3.744094242000000005936714326'), Decimal('3.762538056000000005965959225')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.6849, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.6887628}, controller_id=None),\n ExecutorInfo(id='Giv5Y3r8oT7THrkusS6Pjef5hU8Wc5rHhiy47RugTyTa', timestamp=1704076080000.0, type='dca_executor', close_timestamp=1704076200000.0, close_type=, status=, config=DCAExecutorConfig(id='Giv5Y3r8oT7THrkusS6Pjef5hU8Wc5rHhiy47RugTyTa', type='dca_executor', timestamp=1704076080000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.693772799999999899054614614'), Decimal('3.701160345599999898852723843'), Decimal('3.723322982399999898247051531'), Decimal('3.730710527999999898045160760'), Decimal('3.749179391999999897540433833'), Decimal('3.767648255999999897035706906')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.6843, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.6937728}, controller_id=None),\n ExecutorInfo(id='A2nCeBXQfU9WT8xQkW9fkuS1EUqQaqaUCeX5R5XkLXbd', timestamp=1704076260000.0, type='dca_executor', close_timestamp=1704076380000.0, close_type=, status=, config=DCAExecutorConfig(id='A2nCeBXQfU9WT8xQkW9fkuS1EUqQaqaUCeX5R5XkLXbd', type='dca_executor', timestamp=1704076260000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428570'), Decimal('71.99999999999999999999999998'), Decimal('96.19047619047619047619047617'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.688362000000000049990719895'), Decimal('3.695738724000000050090701335'), Decimal('3.717868896000000050390645654'), Decimal('3.725245620000000050490627094'), Decimal('3.743687430000000050740580693'), Decimal('3.762129240000000050990534293')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.6783, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.688362}, controller_id=None),\n ExecutorInfo(id='EpHqffK2HVxQJZnwy3DtiFAfpioZH4X2KDGTQvDxuZE2', timestamp=1704076440000.0, type='dca_executor', close_timestamp=1704076560000.0, close_type=, status=, config=DCAExecutorConfig(id='EpHqffK2HVxQJZnwy3DtiFAfpioZH4X2KDGTQvDxuZE2', type='dca_executor', timestamp=1704076440000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.685957199999999869863773204'), Decimal('3.693329114399999869603500750'), Decimal('3.715444857599999868822683390'), Decimal('3.722816771999999868562410936'), Decimal('3.741246557999999867911729802'), Decimal('3.759676343999999867261048668')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.6786, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.6859572}, controller_id=None),\n ExecutorInfo(id='76VV1Dj9mDBg7vpAsSR1i55gbndn1Wds9auLpiAd6CQk', timestamp=1704076620000.0, type='dca_executor', close_timestamp=1704076740000.0, close_type=, status=, config=DCAExecutorConfig(id='76VV1Dj9mDBg7vpAsSR1i55gbndn1Wds9auLpiAd6CQk', type='dca_executor', timestamp=1704076620000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047623'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142858')], prices=[Decimal('3.680546400000000020799878485'), Decimal('3.687907492800000020841478242'), Decimal('3.709990771200000020966277513'), Decimal('3.717351864000000021007877270'), Decimal('3.735754596000000021111876662'), Decimal('3.754157328000000021215876055')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.6715, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.6805464}, controller_id=None),\n ExecutorInfo(id='E3vRDqYQbgm6YFYYxqDAjd5Wcy4SRZYJ11AvibZbHVTU', timestamp=1704072360000.0, type='dca_executor', close_timestamp=1704076860000.0, close_type=, status=, config=DCAExecutorConfig(id='E3vRDqYQbgm6YFYYxqDAjd5Wcy4SRZYJ11AvibZbHVTU', type='dca_executor', timestamp=1704072360000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.760364200000000026789752361'), Decimal('3.752843471600000026736172856'), Decimal('3.730281286400000026575434342'), Decimal('3.722760558000000026521854837'), Decimal('3.703958737000000026387906076'), Decimal('3.685156916000000026253957314')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.0145037687138440223033608589275900158099830150604248046875'), net_pnl_quote=Decimal('-7.1610631385472256482671582489274442195892333984375'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 3.6552, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.713420848392969}, controller_id=None),\n ExecutorInfo(id='2oEWXZQv7ewiAUt6VRU5VHLqBgJc3vJXVU3SCjS9FyxT', timestamp=1704076800000.0, type='dca_executor', close_timestamp=1704076920000.0, close_type=, status=, config=DCAExecutorConfig(id='2oEWXZQv7ewiAUt6VRU5VHLqBgJc3vJXVU3SCjS9FyxT', type='dca_executor', timestamp=1704076800000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000006'), Decimal('96.19047619047619047619047624'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.676137600000000061381633108'), Decimal('3.683489875200000061504396374'), Decimal('3.705546700800000061872686173'), Decimal('3.712898976000000061995449439'), Decimal('3.731279664000000062302357605'), Decimal('3.749660352000000062609265770')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.6576, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.6761376}, controller_id=None),\n ExecutorInfo(id='6GmfMuYpmpcoZ8S4qsdwsNrGFLbykxRTPjA4MRjho8YE', timestamp=1704076980000.0, type='dca_executor', close_timestamp=1704077100000.0, close_type=, status=, config=DCAExecutorConfig(id='6GmfMuYpmpcoZ8S4qsdwsNrGFLbykxRTPjA4MRjho8YE', type='dca_executor', timestamp=1704076980000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000006'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142858')], prices=[Decimal('3.654995399999999942482796498'), Decimal('3.662305390799999942367762091'), Decimal('3.684235363199999942022658870'), Decimal('3.691545353999999941907624463'), Decimal('3.709820330999999941620038445'), Decimal('3.728095307999999941332452428')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.6333, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.6549954}, controller_id=None),\n ExecutorInfo(id='C3gb5NYU3hcdJfzUvzTaLwXK8t7ZqtvgkC7jNGkBaB3b', timestamp=1704077160000.0, type='dca_executor', close_timestamp=1704077280000.0, close_type=, status=, config=DCAExecutorConfig(id='C3gb5NYU3hcdJfzUvzTaLwXK8t7ZqtvgkC7jNGkBaB3b', type='dca_executor', timestamp=1704077160000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428570'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.639364199999999884101113677'), Decimal('3.646642928399999883869315904'), Decimal('3.668479113599999883173922586'), Decimal('3.675757841999999882942124814'), Decimal('3.693954662999999882362630382'), Decimal('3.712151483999999881783135951')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.6304, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.6393641999999997}, controller_id=None),\n ExecutorInfo(id='2Q78Zgrg28Vj1zxYs4RaawWc1uJBbAS1vkkdjQdB9n7i', timestamp=1704077340000.0, type='dca_executor', close_timestamp=1704109320000.0, close_type=, status=, config=DCAExecutorConfig(id='2Q78Zgrg28Vj1zxYs4RaawWc1uJBbAS1vkkdjQdB9n7i', type='dca_executor', timestamp=1704077340000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047623'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.637059599999999915427426054'), Decimal('3.644333719199999915258280906'), Decimal('3.666156076799999914750845462'), Decimal('3.673430195999999914581700315'), Decimal('3.691615493999999914158837445'), Decimal('3.709800791999999913735974575')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.031084693949450438454906731067239888943731784820556640625'), net_pnl_quote=Decimal('2.22329572914640749559112009592354297637939453125'), cum_fees_quote=Decimal('0.0429142857142857103713851074644480831921100616455078125'), filled_amount_quote=Decimal('71.5238095238095183958648703992366790771484375'), is_active=False, is_trading=False, custom_info={'close_price': 3.5315, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.641912241437017}, controller_id=None),\n ExecutorInfo(id='AzHcWY7a6BZcEZL1YHHwoZAYq8bSKe9zQQ68nBCBnzCt', timestamp=1704109320000.0, type='dca_executor', close_timestamp=1704109440000.0, close_type=, status=, config=DCAExecutorConfig(id='AzHcWY7a6BZcEZL1YHHwoZAYq8bSKe9zQQ68nBCBnzCt', type='dca_executor', timestamp=1704109320000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000006'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142858')], prices=[Decimal('3.538562999999999861314083081'), Decimal('3.545640125999999861036711247'), Decimal('3.566871503999999860204595746'), Decimal('3.573948629999999859927223912'), Decimal('3.591641444999999859233794327'), Decimal('3.609334259999999858540364743')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.5385, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.538563}, controller_id=None),\n ExecutorInfo(id='G676QHWqXVGeBr7MtEw7BCkgJsy1v8gZ6QFUrYouBrBy', timestamp=1704109500000.0, type='dca_executor', close_timestamp=1704109620000.0, close_type=, status=, config=DCAExecutorConfig(id='G676QHWqXVGeBr7MtEw7BCkgJsy1v8gZ6QFUrYouBrBy', type='dca_executor', timestamp=1704109500000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000005'), Decimal('96.19047619047619047619047624'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142858')], prices=[Decimal('3.548182200000000136844481578'), Decimal('3.555278564400000137118170541'), Decimal('3.576567657600000137939237431'), Decimal('3.583664022000000138212926394'), Decimal('3.601404933000000138897148802'), Decimal('3.619145844000000139581371210')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.5404, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.5481822000000003}, controller_id=None),\n ExecutorInfo(id='78aQMv4CM5ZX2qK8cpK4kaZMG9p5LfgaST4upkumjHDe', timestamp=1704109680000.0, type='dca_executor', close_timestamp=1704109800000.0, close_type=, status=, config=DCAExecutorConfig(id='78aQMv4CM5ZX2qK8cpK4kaZMG9p5LfgaST4upkumjHDe', type='dca_executor', timestamp=1704109680000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428571'), Decimal('71.99999999999999999999999999'), Decimal('96.19047619047619047619047617'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.540567000000000085582770036'), Decimal('3.547648134000000085753935576'), Decimal('3.568891536000000086267432196'), Decimal('3.575972670000000086438597736'), Decimal('3.593675505000000086866511587'), Decimal('3.611378340000000087294425437')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.5366, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.5405670000000002}, controller_id=None),\n ExecutorInfo(id='DMuck9wctakrNJ2sZ3qNiJ4oNxZvqJ9SPcFDEtoFq7bf', timestamp=1704109860000.0, type='dca_executor', close_timestamp=1704109980000.0, close_type=, status=, config=DCAExecutorConfig(id='DMuck9wctakrNJ2sZ3qNiJ4oNxZvqJ9SPcFDEtoFq7bf', type='dca_executor', timestamp=1704109860000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.543673199999999965972977132'), Decimal('3.550760546399999965904923086'), Decimal('3.572022585599999965700760949'), Decimal('3.579109931999999965632706903'), Decimal('3.596828297999999965462571789'), Decimal('3.614546663999999965292436675')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.539, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.5436731999999997}, controller_id=None),\n ExecutorInfo(id='9oSUcrrAE3MccCqVK7Hd4rJr2fcq4QLopXju24y6RXnc', timestamp=1704080460000.0, type='dca_executor', close_timestamp=1704123660000.0, close_type=, status=, config=DCAExecutorConfig(id='9oSUcrrAE3MccCqVK7Hd4rJr2fcq4QLopXju24y6RXnc', type='dca_executor', timestamp=1704080460000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.569446800000000001269337413'), Decimal('3.562307906400000001266798738'), Decimal('3.540891225600000001259182714'), Decimal('3.533752332000000001256644039'), Decimal('3.515905098000000001250297352'), Decimal('3.498057864000000001243950665')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.00023754063515637728761474567473754859747714363038539886474609375'), net_pnl_quote=Decimal('-0.117282860743757044730273264576680958271026611328125'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 3.5185, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.524886808663259}, controller_id=None),\n ExecutorInfo(id='8Tkirv9ee195HKe5iLoEucwThiHVD5oaa5zVkqXFkMCy', timestamp=1704123660000.0, type='dca_executor', close_timestamp=1704123780000.0, close_type=, status=, config=DCAExecutorConfig(id='8Tkirv9ee195HKe5iLoEucwThiHVD5oaa5zVkqXFkMCy', type='dca_executor', timestamp=1704123660000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.511462999999999960851822245'), Decimal('3.504440073999999960930118601'), Decimal('3.483371295999999961165007667'), Decimal('3.476348369999999961243304023'), Decimal('3.458791054999999961439044911'), Decimal('3.441233739999999961634785800')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.5228, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.511463}, controller_id=None),\n ExecutorInfo(id='3A2bsXXCUsutNgULychab5goCkaRvWoZSzdmjbfzhk4U', timestamp=1704123840000.0, type='dca_executor', close_timestamp=1704123960000.0, close_type=, status=, config=DCAExecutorConfig(id='3A2bsXXCUsutNgULychab5goCkaRvWoZSzdmjbfzhk4U', type='dca_executor', timestamp=1704123840000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.525135600000000006235037486'), Decimal('3.518085328800000006222567411'), Decimal('3.496934515200000006185157186'), Decimal('3.489884244000000006172687111'), Decimal('3.472258566000000006141511924'), Decimal('3.454632888000000006110336736')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.5363, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.5251356}, controller_id=None),\n ExecutorInfo(id='3ZGoQ6gtLd49DNDuMbYTkJs9cXGgpPR7MRLxbzCxWbeA', timestamp=1704124020000.0, type='dca_executor', close_timestamp=1704139260000.0, close_type=, status=, config=DCAExecutorConfig(id='3ZGoQ6gtLd49DNDuMbYTkJs9cXGgpPR7MRLxbzCxWbeA', type='dca_executor', timestamp=1704124020000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714291'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.529227400000000220389605177'), Decimal('3.522168945200000219948825967'), Decimal('3.500993580800000218626488336'), Decimal('3.493935126000000218185709125'), Decimal('3.476288989000000217083761099'), Decimal('3.458642852000000215981813073')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.0308962131428041804348527676893354509957134723663330078125'), net_pnl_quote=Decimal('7.30621878415074110790783379343338310718536376953125'), cum_fees_quote=Decimal('0.14188571428571428167941803621943108737468719482421875'), filled_amount_quote=Decimal('236.4761904761904816041351296007633209228515625'), is_active=False, is_trading=False, custom_info={'close_price': 3.6117, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.5052775483326624}, controller_id=None),\n ExecutorInfo(id='HfeBhgPMXUN7FEf9X2hYcEn1vDgmCZ78LQ1igd48eYYM', timestamp=1704139260000.0, type='dca_executor', close_timestamp=1704139380000.0, close_type=, status=, config=DCAExecutorConfig(id='HfeBhgPMXUN7FEf9X2hYcEn1vDgmCZ78LQ1igd48eYYM', type='dca_executor', timestamp=1704139260000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380950'), Decimal('70.85714285714285714285714284'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.604476599999999910500304845'), Decimal('3.597267646799999910679304235'), Decimal('3.575640787199999911216302406'), Decimal('3.568431833999999911395301797'), Decimal('3.550409450999999911842800272'), Decimal('3.532387067999999912290298748')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.6112, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.6044766}, controller_id=None),\n ExecutorInfo(id='4RRTfhyXDBSH4SpAt5eCNoRwAsCBcgrCnjUQNjTRDocb', timestamp=1704139440000.0, type='dca_executor', close_timestamp=1704139560000.0, close_type=, status=, config=DCAExecutorConfig(id='4RRTfhyXDBSH4SpAt5eCNoRwAsCBcgrCnjUQNjTRDocb', type='dca_executor', timestamp=1704139440000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.598887800000000082817099012'), Decimal('3.591690024400000082651464814'), Decimal('3.570096697600000082154562220'), Decimal('3.562898922000000081988928022'), Decimal('3.544904483000000081574842527'), Decimal('3.526910044000000081160757032')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.6138, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.5988878}, controller_id=None),\n ExecutorInfo(id='CN8X5KdydpXCEYWBSxvWVFSbai96m8TYai2TJNaSnB4L', timestamp=1704139620000.0, type='dca_executor', close_timestamp=1704139740000.0, close_type=, status=, config=DCAExecutorConfig(id='CN8X5KdydpXCEYWBSxvWVFSbai96m8TYai2TJNaSnB4L', type='dca_executor', timestamp=1704139620000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.607869799999999979994085020'), Decimal('3.600654060399999980034096850'), Decimal('3.579006841599999980154132340'), Decimal('3.571791101999999980194144170'), Decimal('3.553751752999999980294173745'), Decimal('3.535712403999999980394203320')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.6148, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.6078698}, controller_id=None),\n ExecutorInfo(id='9Hbf6s4dUzibQBzKGtxBYiXmgaFFHa8SxXdwky3rhK2a', timestamp=1704139800000.0, type='dca_executor', close_timestamp=1704139920000.0, close_type=, status=, config=DCAExecutorConfig(id='9Hbf6s4dUzibQBzKGtxBYiXmgaFFHa8SxXdwky3rhK2a', type='dca_executor', timestamp=1704139800000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.607370799999999813350518019'), Decimal('3.600156058399999813723816983'), Decimal('3.578511833599999814843713875'), Decimal('3.571297091999999815217012839'), Decimal('3.553260237999999816150260249'), Decimal('3.535223383999999817083507659')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.6124, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.6073708}, controller_id=None),\n ExecutorInfo(id='EDn4KZGBAuJkiEJ6tZ6CofT6DqUgZ8wsuTyNNgq5gEYK', timestamp=1704110040000.0, type='dca_executor', close_timestamp=1704153240000.0, close_type=, status=, config=DCAExecutorConfig(id='EDn4KZGBAuJkiEJ6tZ6CofT6DqUgZ8wsuTyNNgq5gEYK', type='dca_executor', timestamp=1704110040000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047617'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.546078000000000146099923824'), Decimal('3.553170156000000146392123672'), Decimal('3.574446624000000147268723215'), Decimal('3.581538780000000147560923062'), Decimal('3.599269170000000148291422681'), Decimal('3.616999560000000149021922300')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('-0.00854299774488135633954133396628094487823545932769775390625'), net_pnl_quote=Decimal('-4.3249943107002923881054812227375805377960205078125'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 3.6245, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.590627032862249}, controller_id=None),\n ExecutorInfo(id='9ZcJRETDNT2qt5zqyGAfdStFRB4eqj5y9FVVfsJJMVVd', timestamp=1704153240000.0, type='dca_executor', close_timestamp=1704153360000.0, close_type=, status=, config=DCAExecutorConfig(id='9ZcJRETDNT2qt5zqyGAfdStFRB4eqj5y9FVVfsJJMVVd', type='dca_executor', timestamp=1704153240000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('71.99999999999999999999999999'), Decimal('96.19047619047619047619047616'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.631748999999999832839402135'), Decimal('3.639012497999999832505080939'), Decimal('3.660802991999999831502117352'), Decimal('3.668066489999999831167796156'), Decimal('3.686225234999999830331993167'), Decimal('3.704383979999999829496190178')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.6174, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.6317489999999997}, controller_id=None),\n ExecutorInfo(id='7qv4cbX8wcYNQoBzjKFX8KNneQ8jwtePgwbZdDCbpTP8', timestamp=1704153420000.0, type='dca_executor', close_timestamp=1704153540000.0, close_type=, status=, config=DCAExecutorConfig(id='7qv4cbX8wcYNQoBzjKFX8KNneQ8jwtePgwbZdDCbpTP8', type='dca_executor', timestamp=1704153420000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.624735000000000160342468468'), Decimal('3.631984470000000160663153405'), Decimal('3.653732880000000161625208216'), Decimal('3.660982350000000161945893153'), Decimal('3.679106025000000162747605495'), Decimal('3.697229700000000163549317837')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.6119, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.6247350000000003}, controller_id=None),\n ExecutorInfo(id='CYAt1pa4TTc4goAfMXC9NA4PUuSpudVf4JCoujG6Pv5U', timestamp=1704153600000.0, type='dca_executor', close_timestamp=1704153720000.0, close_type=, status=, config=DCAExecutorConfig(id='CYAt1pa4TTc4goAfMXC9NA4PUuSpudVf4JCoujG6Pv5U', type='dca_executor', timestamp=1704153600000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.613512600000000061379031023'), Decimal('3.620739625200000061501789085'), Decimal('3.642420700800000061870063271'), Decimal('3.649647726000000061992821333'), Decimal('3.667715289000000062299716488'), Decimal('3.685782852000000062606611643')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.599, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.6135126}, controller_id=None),\n ExecutorInfo(id='HbP6YqUFhpxnFWdEw9N2uviWQ7TVuWWuKKnW3q75KTv9', timestamp=1704139980000.0, type='dca_executor', close_timestamp=1704160620000.0, close_type=, status=, config=DCAExecutorConfig(id='HbP6YqUFhpxnFWdEw9N2uviWQ7TVuWWuKKnW3q75KTv9', type='dca_executor', timestamp=1704139980000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.606771999999999879298856476'), Decimal('3.599558455999999879540258763'), Decimal('3.577917823999999880264465624'), Decimal('3.570704279999999880505867911'), Decimal('3.552670419999999881109373629'), Decimal('3.534636559999999881712879346')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.03145933504437083139126940523055964149534702301025390625'), net_pnl_quote=Decimal('7.4393837062069305687828091322444379329681396484375'), cum_fees_quote=Decimal('0.14188571428571428167941803621943108737468719482421875'), filled_amount_quote=Decimal('236.4761904761904816041351296007633209228515625'), is_active=False, is_trading=False, custom_info={'close_price': 3.6908, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.5822959193717274}, controller_id=None),\n ExecutorInfo(id='BCwKiF9hHYvyG4uiyZVrsiGYBLY2bsktMPBZqaa2gR5U', timestamp=1704153780000.0, type='dca_executor', close_timestamp=1704161760000.0, close_type=, status=, config=DCAExecutorConfig(id='BCwKiF9hHYvyG4uiyZVrsiGYBLY2bsktMPBZqaa2gR5U', type='dca_executor', timestamp=1704153780000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047624'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.603692999999999807919502657'), Decimal('3.610900385999999807535341662'), Decimal('3.632522543999999806382858678'), Decimal('3.639729929999999805998697684'), Decimal('3.657748394999999805038295197'), Decimal('3.675766859999999804077892710')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('-0.01493250714901908811349517947064668987877666950225830078125'), net_pnl_quote=Decimal('-7.55975951213316310628442806773819029331207275390625'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 3.706, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.648965844501011}, controller_id=None),\n ExecutorInfo(id='mxTQ9PYU7EkQQaY7BLcFwcLxT4HtQTQRdYQxSxwkx9V', timestamp=1704160620000.0, type='dca_executor', close_timestamp=1704177900000.0, close_type=, status=, config=DCAExecutorConfig(id='mxTQ9PYU7EkQQaY7BLcFwcLxT4HtQTQRdYQxSxwkx9V', type='dca_executor', timestamp=1704160620000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380955'), Decimal('70.85714285714285714285714292'), Decimal('94.28571428571428571428571433'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000001')], prices=[Decimal('3.683418399999999858731131175'), Decimal('3.676051563199999859013668913'), Decimal('3.653951052799999859861282126'), Decimal('3.646584215999999860143819863'), Decimal('3.628167123999999860850164207'), Decimal('3.609750031999999861556508552')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.032656674102879611198968490270999609492719173431396484375'), net_pnl_quote=Decimal('2.32950941933874577927099380758590996265411376953125'), cum_fees_quote=Decimal('0.042800000000000004707345624410663731396198272705078125'), filled_amount_quote=Decimal('71.333333333333342807236476801335811614990234375'), is_active=False, is_trading=False, custom_info={'close_price': 3.7946, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.678510453987717}, controller_id=None),\n ExecutorInfo(id='3gqAmdWvLCPHMXCsKA3MZ5JemnTMF4Q7SiR6mdmQYmZq', timestamp=1704165360000.0, type='dca_executor', close_timestamp=1704189000000.0, close_type=, status=, config=DCAExecutorConfig(id='3gqAmdWvLCPHMXCsKA3MZ5JemnTMF4Q7SiR6mdmQYmZq', type='dca_executor', timestamp=1704165360000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428574'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.743271599999999787278351369'), Decimal('3.750758143199999786852908072'), Decimal('3.773217772799999785576578180'), Decimal('3.780704315999999785151134883'), Decimal('3.799420673999999784087526640'), Decimal('3.818137031999999783023918396')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('-0.01390103960291601097043479029480295139364898204803466796875'), net_pnl_quote=Decimal('-7.037566787542932189580824342556297779083251953125'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 3.8476, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.7902979568710906}, controller_id=None),\n ExecutorInfo(id='8TA9qPcksvZ9gtDM31BMdJiVsR2zt2JPTxVwAyDX2PR1', timestamp=1704177900000.0, type='dca_executor', close_timestamp=1704189120000.0, close_type=, status=, config=DCAExecutorConfig(id='8TA9qPcksvZ9gtDM31BMdJiVsR2zt2JPTxVwAyDX2PR1', type='dca_executor', timestamp=1704177900000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571433'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.787010799999999972895395328'), Decimal('3.779436778399999972949604537'), Decimal('3.756714713599999973112232165'), Decimal('3.749140691999999973166441375'), Decimal('3.730205637999999973301964398'), Decimal('3.711270583999999973437487421')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.036201224464641391931341019017054350115358829498291015625'), net_pnl_quote=Decimal('5.147469345305676569068964454345405101776123046875'), cum_fees_quote=Decimal('0.08531428571428571749901692555795307271182537078857421875'), filled_amount_quote=Decimal('142.19047619047620401033782400190830230712890625'), is_active=False, is_trading=False, custom_info={'close_price': 3.9043, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.769382049122572}, controller_id=None),\n ExecutorInfo(id='DkU1sUjB4rGrQtcnh3Y31oCKdrdH15MHaLT2LQUV2mDp', timestamp=1704189120000.0, type='dca_executor', close_timestamp=1704191940000.0, close_type=, status=, config=DCAExecutorConfig(id='DkU1sUjB4rGrQtcnh3Y31oCKdrdH15MHaLT2LQUV2mDp', type='dca_executor', timestamp=1704189120000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714290'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.896491400000000103369211801'), Decimal('3.888698417200000103162473377'), Decimal('3.865319468800000102542258107'), Decimal('3.857526486000000102335519683'), Decimal('3.838044029000000101818673624'), Decimal('3.818561572000000101301827565')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.0132542149687274839198192211142668384127318859100341796875'), net_pnl_quote=Decimal('-6.54411085253575830478212083107791841030120849609375'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 3.7888, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.847848673898105}, controller_id=None),\n ExecutorInfo(id='HaKQSmrpfox47QNdakGadZjBSfeJ2mEAjiyNhHNqQYZK', timestamp=1704192600000.0, type='dca_executor', close_timestamp=1704192720000.0, close_type=, status=, config=DCAExecutorConfig(id='HaKQSmrpfox47QNdakGadZjBSfeJ2mEAjiyNhHNqQYZK', type='dca_executor', timestamp=1704192600000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.774533999999999904041717012'), Decimal('3.782083067999999903849800446'), Decimal('3.804730271999999903274050748'), Decimal('3.812279339999999903082134182'), Decimal('3.831152009999999902602342767'), Decimal('3.850024679999999902122551352')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.7523, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.774534}, controller_id=None),\n ExecutorInfo(id='BkfmvzjJWjFsjXjmPYb5Baa1k195rQ6EsL7yngZzHrca', timestamp=1704195540000.0, type='dca_executor', close_timestamp=1704195660000.0, close_type=, status=, config=DCAExecutorConfig(id='BkfmvzjJWjFsjXjmPYb5Baa1k195rQ6EsL7yngZzHrca', type='dca_executor', timestamp=1704195540000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.711661800000000072175569688'), Decimal('3.704238476400000072031218549'), Decimal('3.681968505600000071598165130'), Decimal('3.674545182000000071453813991'), Decimal('3.655986873000000071092936143'), Decimal('3.637428564000000070732058294')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.7206, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.7116618}, controller_id=None),\n ExecutorInfo(id='GhmdG1UuNYxHo5HjAVgMuktTav4nK3rZNWMYHAnsTcec', timestamp=1704195720000.0, type='dca_executor', close_timestamp=1704195840000.0, close_type=, status=, config=DCAExecutorConfig(id='GhmdG1UuNYxHo5HjAVgMuktTav4nK3rZNWMYHAnsTcec', type='dca_executor', timestamp=1704195720000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380950'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.712460199999999984244451745'), Decimal('3.705035279599999984275962842'), Decimal('3.682760518399999984370496131'), Decimal('3.675335597999999984402007228'), Decimal('3.656773296999999984480784969'), Decimal('3.638210995999999984559562710')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.7128, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.7124601999999998}, controller_id=None),\n ExecutorInfo(id='7QufBAMdvc1eeup3wNAH2aDKjJq2w4MiaYecsNxBAUFJ', timestamp=1704195900000.0, type='dca_executor', close_timestamp=1704202320000.0, close_type=, status=, config=DCAExecutorConfig(id='7QufBAMdvc1eeup3wNAH2aDKjJq2w4MiaYecsNxBAUFJ', type='dca_executor', timestamp=1704195900000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380955'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.719146799999999912622886122'), Decimal('3.711708506399999912797640350'), Decimal('3.689393625599999913321903033'), Decimal('3.681955331999999913496657261'), Decimal('3.663359597999999913933542830'), Decimal('3.644763863999999914370428400')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.0322810098878496543051141998148523271083831787109375'), net_pnl_quote=Decimal('2.302712038666609117854022770188748836517333984375'), cum_fees_quote=Decimal('0.042800000000000004707345624410663731396198272705078125'), filled_amount_quote=Decimal('71.333333333333342807236476801335811614990234375'), is_active=False, is_trading=False, custom_info={'close_price': 3.832, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.714191247922029}, controller_id=None),\n ExecutorInfo(id='6LkhuSxFWhpFFSmyFSkMFr2EdcADe7Z9CKfnxLEFedeN', timestamp=1704202320000.0, type='dca_executor', close_timestamp=1704205500000.0, close_type=, status=, config=DCAExecutorConfig(id='6LkhuSxFWhpFFSmyFSkMFr2EdcADe7Z9CKfnxLEFedeN', type='dca_executor', timestamp=1704202320000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380950'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('139.9999999999999999999999999')], prices=[Decimal('3.824335999999999850924914391'), Decimal('3.816687327999999851223064562'), Decimal('3.793741311999999852117515076'), Decimal('3.786092639999999852415665247'), Decimal('3.766970959999999853161040675'), Decimal('3.747849279999999853906416103')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.01559459184714712988439888619041084893979132175445556640625'), net_pnl_quote=Decimal('-7.69964407462595357145573871093802154064178466796875'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 3.714, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.776594042050441}, controller_id=None),\n ExecutorInfo(id='346HDSG85aqivXjSABkFJSoQPYW4DgT9iNyh2uG6ufhg', timestamp=1704192780000.0, type='dca_executor', close_timestamp=1704205920000.0, close_type=, status=, config=DCAExecutorConfig(id='346HDSG85aqivXjSABkFJSoQPYW4DgT9iNyh2uG6ufhg', type='dca_executor', timestamp=1704192780000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428574'), Decimal('72.00000000000000000000000005'), Decimal('96.19047619047619047619047624'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142858')], prices=[Decimal('3.760506000000000114070461408'), Decimal('3.768027012000000114298602331'), Decimal('3.790590048000000114983025099'), Decimal('3.798111060000000115211166022'), Decimal('3.816913590000000115781518329'), Decimal('3.835716120000000116351870636')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.034961247657317638670715354010098963044583797454833984375'), net_pnl_quote=Decimal('17.69954783184630997538988594897091388702392578125'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 3.6854, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.8077488709612943}, controller_id=None),\n ExecutorInfo(id='GGSePg14t2FWjCC8VxyibfyCR2MLkmg6w7ATy6byG5Ju', timestamp=1704205920000.0, type='dca_executor', close_timestamp=1704206040000.0, close_type=, status=, config=DCAExecutorConfig(id='GGSePg14t2FWjCC8VxyibfyCR2MLkmg6w7ATy6byG5Ju', type='dca_executor', timestamp=1704205920000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428570'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.692770800000000009408965272'), Decimal('3.700156341600000009427783203'), Decimal('3.722312966400000009484236994'), Decimal('3.729698508000000009503054925'), Decimal('3.748162362000000009550099751'), Decimal('3.766626216000000009597144577')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.6769, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.6927708}, controller_id=None),\n ExecutorInfo(id='7rAyQqPqub9DsQLHYdGFaxhfEzyxJkfj4AR6mQ97Vr8b', timestamp=1704206100000.0, type='dca_executor', close_timestamp=1704211860000.0, close_type=, status=, config=DCAExecutorConfig(id='7rAyQqPqub9DsQLHYdGFaxhfEzyxJkfj4AR6mQ97Vr8b', type='dca_executor', timestamp=1704206100000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.677239800000000162480541520'), Decimal('3.684594279600000162805502603'), Decimal('3.706657718400000163780385852'), Decimal('3.714012198000000164105346935'), Decimal('3.732398397000000164917749643'), Decimal('3.750784596000000165730152350')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.031711147218162601124635813221175340004265308380126953125'), net_pnl_quote=Decimal('2.268102053413343810461810790002346038818359375'), cum_fees_quote=Decimal('0.0429142857142857103713851074644480831921100616455078125'), filled_amount_quote=Decimal('71.5238095238095183958648703992366790771484375'), is_active=False, is_trading=False, custom_info={'close_price': 3.5685, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.6821460507051933}, controller_id=None),\n ExecutorInfo(id='BKuDzKDZk3LCbwXaoiLoMhvgDygUQYSRMg5rqQz6smDi', timestamp=1704211860000.0, type='dca_executor', close_timestamp=1704211980000.0, close_type=, status=, config=DCAExecutorConfig(id='BKuDzKDZk3LCbwXaoiLoMhvgDygUQYSRMg5rqQz6smDi', type='dca_executor', timestamp=1704211860000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047624'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.575636999999999782999603180'), Decimal('3.582788273999999782565602386'), Decimal('3.604242095999999781263600005'), Decimal('3.611393369999999780829599212'), Decimal('3.629271554999999779744597228'), Decimal('3.647149739999999778659595244')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.5699, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.575637}, controller_id=None),\n ExecutorInfo(id='7W2XaaDr9XMtareJnGAcyZGiac9T1UsxV9eACkV7uvjv', timestamp=1704212040000.0, type='dca_executor', close_timestamp=1704212160000.0, close_type=, status=, config=DCAExecutorConfig(id='7W2XaaDr9XMtareJnGAcyZGiac9T1UsxV9eACkV7uvjv', type='dca_executor', timestamp=1704212040000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428569'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142856')], prices=[Decimal('3.578442599999999918984809609'), Decimal('3.585599485199999918822779228'), Decimal('3.607070140799999918336688086'), Decimal('3.614227025999999918174657705'), Decimal('3.632119238999999917769581753'), Decimal('3.650011451999999917364505801')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.5759, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.5784426}, controller_id=None),\n ExecutorInfo(id='3WWGshTprU6CHY7gNha3QSU7DSKbvfFRZwZ5uwLUcVxt', timestamp=1704212220000.0, type='dca_executor', close_timestamp=1704212340000.0, close_type=, status=, config=DCAExecutorConfig(id='3WWGshTprU6CHY7gNha3QSU7DSKbvfFRZwZ5uwLUcVxt', type='dca_executor', timestamp=1704212220000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047624'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142858')], prices=[Decimal('3.587460599999999815750430231'), Decimal('3.594635521199999815381931091'), Decimal('3.616160284799999814276433673'), Decimal('3.623335205999999813907934533'), Decimal('3.641272508999999812986686684'), Decimal('3.659209811999999812065438836')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.5704, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.5874606}, controller_id=None),\n ExecutorInfo(id='3V4eLchsWfVTJhkHE192wP9CNom8NzsYQYNWPpunetsC', timestamp=1704212400000.0, type='dca_executor', close_timestamp=1704212520000.0, close_type=, status=, config=DCAExecutorConfig(id='3V4eLchsWfVTJhkHE192wP9CNom8NzsYQYNWPpunetsC', type='dca_executor', timestamp=1704212400000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428570'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.580045800000000187395236827'), Decimal('3.587205891600000187770027301'), Decimal('3.608686166400000188894398722'), Decimal('3.615846258000000189269189195'), Decimal('3.633746487000000190206165379'), Decimal('3.651646716000000191143141564')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.5572, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.5800458}, controller_id=None),\n ExecutorInfo(id='Fz2F9cR4yjRAp94MJ2Py9p9cJodsg99Xc5GkDXs94dCm', timestamp=1704212580000.0, type='dca_executor', close_timestamp=1704212700000.0, close_type=, status=, config=DCAExecutorConfig(id='Fz2F9cR4yjRAp94MJ2Py9p9cJodsg99Xc5GkDXs94dCm', type='dca_executor', timestamp=1704212580000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.575136000000000060665472644'), Decimal('3.582286272000000060786803589'), Decimal('3.603737088000000061150796425'), Decimal('3.610887360000000061272127370'), Decimal('3.628763040000000061575454734'), Decimal('3.646638720000000061878782097')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.5744, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.575136}, controller_id=None),\n ExecutorInfo(id='6zxuKQfrSfHxjHinTQVQQtuzU4p45Ct52MQAh9tdJeAE', timestamp=1704212760000.0, type='dca_executor', close_timestamp=1704229380000.0, close_type=, status=, config=DCAExecutorConfig(id='6zxuKQfrSfHxjHinTQVQQtuzU4p45Ct52MQAh9tdJeAE', type='dca_executor', timestamp=1704212760000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.590767200000000119047155465'), Decimal('3.597948734400000119285249776'), Decimal('3.619493337600000119999532709'), Decimal('3.626674872000000120237627020'), Decimal('3.644628708000000120832862797'), Decimal('3.662582544000000121428098574')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.03109490402272947762174482022601296193897724151611328125'), net_pnl_quote=Decimal('11.21119360990934410438057966530323028564453125'), cum_fees_quote=Decimal('0.2163285714285713978721759076506714336574077606201171875'), filled_amount_quote=Decimal('360.547619047619036791729740798473358154296875'), is_active=False, is_trading=False, custom_info={'close_price': 3.515, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.625084956258337}, controller_id=None),\n ExecutorInfo(id='HL62x9eQoubPuYEARCrrMmQSa4VGMdxXZttCmbQFvHrP', timestamp=1704229380000.0, type='dca_executor', close_timestamp=1704240600000.0, close_type=, status=, config=DCAExecutorConfig(id='HL62x9eQoubPuYEARCrrMmQSa4VGMdxXZttCmbQFvHrP', type='dca_executor', timestamp=1704229380000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428570'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.522030000000000124740009986'), Decimal('3.529074060000000124989490006'), Decimal('3.550206240000000125737930066'), Decimal('3.557250300000000125987410086'), Decimal('3.574860450000000126611110136'), Decimal('3.592470600000000127234810186')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('-0.01450100081272183948077891812999951071105897426605224609375'), net_pnl_quote=Decimal('-7.341304292402487163826663163490593433380126953125'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 3.6202, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.566276920178244}, controller_id=None),\n ExecutorInfo(id='9ieqt1rvuN6xKqGfxw6ShAbqYei88234uzv6QGkFvnsL', timestamp=1704209100000.0, type='dca_executor', close_timestamp=1704241020000.0, close_type=, status=, config=DCAExecutorConfig(id='9ieqt1rvuN6xKqGfxw6ShAbqYei88234uzv6QGkFvnsL', type='dca_executor', timestamp=1704209100000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714285'), Decimal('94.28571428571428571428571427'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.596492599999999903409421409'), Decimal('3.589299614799999903602602566'), Decimal('3.567720659199999904182146038'), Decimal('3.560527673999999904375327195'), Decimal('3.542545210999999904858280088'), Decimal('3.524562747999999905341232981')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.0323125623759738800355734156255493871867656707763671875'), net_pnl_quote=Decimal('15.95394299977548513425062992610037326812744140625'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 3.6624, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.5515949763405987}, controller_id=None),\n ExecutorInfo(id='GV6mrTPwwDyq4yHji5QfhzszVQorqAdyWzgiGjmTnzqh', timestamp=1704244200000.0, type='dca_executor', close_timestamp=1704244320000.0, close_type=, status=, config=DCAExecutorConfig(id='GV6mrTPwwDyq4yHji5QfhzszVQorqAdyWzgiGjmTnzqh', type='dca_executor', timestamp=1704244200000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428570'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.708101399999999878408259156'), Decimal('3.715517602799999878165075674'), Decimal('3.737766211199999877435525229'), Decimal('3.745182413999999877192341748'), Decimal('3.763722920999999876584383043'), Decimal('3.782263427999999875976424339')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.7079, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.7081014}, controller_id=None),\n ExecutorInfo(id='6W93bN3bQKwnpA2Sh6qLyjBPbRXxaukAvFvKe5nPCL4P', timestamp=1704244380000.0, type='dca_executor', close_timestamp=1704244500000.0, close_type=, status=, config=DCAExecutorConfig(id='6W93bN3bQKwnpA2Sh6qLyjBPbRXxaukAvFvKe5nPCL4P', type='dca_executor', timestamp=1704244380000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047615'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.710506200000000058535205848'), Decimal('3.717927212400000058652276260'), Decimal('3.740190249600000059003487495'), Decimal('3.747611262000000059120557906'), Decimal('3.766163793000000059413233936'), Decimal('3.784716324000000059705909965')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.6655, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.7105062}, controller_id=None),\n ExecutorInfo(id='4BYCPWt2PPo4WXPKSxkjUKbeyT8G6sNjjZ1suNkhtu38', timestamp=1704241020000.0, type='dca_executor', close_timestamp=1704245220000.0, close_type=, status=, config=DCAExecutorConfig(id='4BYCPWt2PPo4WXPKSxkjUKbeyT8G6sNjjZ1suNkhtu38', type='dca_executor', timestamp=1704241020000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714290'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.655075199999999877878598120'), Decimal('3.647765049599999878122840924'), Decimal('3.625834598399999878855569335'), Decimal('3.618524447999999879099812139'), Decimal('3.600249071999999879710419148'), Decimal('3.581973695999999880321026158')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.03258121944274920689377239568784716539084911346435546875'), net_pnl_quote=Decimal('11.525218506212500102492413134314119815826416015625'), cum_fees_quote=Decimal('0.212242857142857122010326520467060618102550506591796875'), filled_amount_quote=Decimal('353.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 3.7295, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.62031914232483}, controller_id=None),\n ExecutorInfo(id='HFVNitZ4R1oW9f5495PRCLEqhbxUfssii2Lq55XKaABc', timestamp=1704245220000.0, type='dca_executor', close_timestamp=1704245340000.0, close_type=, status=, config=DCAExecutorConfig(id='HFVNitZ4R1oW9f5495PRCLEqhbxUfssii2Lq55XKaABc', type='dca_executor', timestamp=1704245220000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.722040999999999815473099296'), Decimal('3.714596917999999815842153097'), Decimal('3.692264671999999816949314502'), Decimal('3.684820589999999817318368303'), Decimal('3.666210384999999818241002807'), Decimal('3.647600179999999819163637310')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.7312, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.722041}, controller_id=None),\n ExecutorInfo(id='GwP9uByaYVAkccmftF2q3UgeVk9kprvVuBzoWRHDF874', timestamp=1704244560000.0, type='dca_executor', close_timestamp=1704255480000.0, close_type=, status=, config=DCAExecutorConfig(id='GwP9uByaYVAkccmftF2q3UgeVk9kprvVuBzoWRHDF874', type='dca_executor', timestamp=1704244560000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428572'), Decimal('71.99999999999999999999999999'), Decimal('96.19047619047619047619047617'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142856')], prices=[Decimal('3.675135600000000171735983766'), Decimal('3.682485871200000172079455734'), Decimal('3.704536684800000173109871636'), Decimal('3.711886956000000173453343604'), Decimal('3.730262634000000174312023522'), Decimal('3.748638312000000175170703441')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('-0.0137716680756585323208707194453381816856563091278076171875'), net_pnl_quote=Decimal('-6.9720709117316044256540408241562545299530029296875'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 3.78, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.7213059709330762}, controller_id=None),\n ExecutorInfo(id='74NikdSGUtPrvJYY2NL57GSdTEG2yYFytiY6p6tYAE9p', timestamp=1704259080000.0, type='dca_executor', close_timestamp=1704259200000.0, close_type=, status=, config=DCAExecutorConfig(id='74NikdSGUtPrvJYY2NL57GSdTEG2yYFytiY6p6tYAE9p', type='dca_executor', timestamp=1704259080000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047624'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.795475800000000045011423753'), Decimal('3.803066751600000045101446601'), Decimal('3.825839606400000045371515143'), Decimal('3.833430558000000045461537991'), Decimal('3.852407937000000045686595109'), Decimal('3.871385316000000045911652228')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.7747, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.7954758}, controller_id=None),\n ExecutorInfo(id='d2ipo5guRUudxKiYNfrHichxt5i3e9nAbWM6Y9yCkyT', timestamp=1704245400000.0, type='dca_executor', close_timestamp=1704259860000.0, close_type=, status=, config=DCAExecutorConfig(id='d2ipo5guRUudxKiYNfrHichxt5i3e9nAbWM6Y9yCkyT', type='dca_executor', timestamp=1704245400000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.723737599999999850219989384'), Decimal('3.716290124799999850519549405'), Decimal('3.693947699199999851418229469'), Decimal('3.686500223999999851717789490'), Decimal('3.667881535999999852466689543'), Decimal('3.649262847999999853215589596')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.033182323229279310494721499935621977783739566802978515625'), net_pnl_quote=Decimal('7.8468293884095743351281271316111087799072265625'), cum_fees_quote=Decimal('0.14188571428571428167941803621943108737468719482421875'), filled_amount_quote=Decimal('236.4761904761904816041351296007633209228515625'), is_active=False, is_trading=False, custom_info={'close_price': 3.8164, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.6984677737575513}, controller_id=None),\n ExecutorInfo(id='73TYTDnBAEKdTddu4YfLQHxci6N3zCMaZBHtES2tJGCa', timestamp=1704259260000.0, type='dca_executor', close_timestamp=1704280260000.0, close_type=, status=, config=DCAExecutorConfig(id='73TYTDnBAEKdTddu4YfLQHxci6N3zCMaZBHtES2tJGCa', type='dca_executor', timestamp=1704259260000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.785756400000000003005154457'), Decimal('3.793327912800000003011164766'), Decimal('3.816042451200000003029195693'), Decimal('3.823613964000000003035206002'), Decimal('3.842542746000000003050231774'), Decimal('3.861471528000000003065257546')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.0332292905953751327441381135940901003777980804443359375'), net_pnl_quote=Decimal('11.9807416068039440659731553751043975353240966796875'), cum_fees_quote=Decimal('0.2163285714285713978721759076506714336574077606201171875'), filled_amount_quote=Decimal('360.547619047619036791729740798473358154296875'), is_active=False, is_trading=False, custom_info={'close_price': 3.6995, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.8219377111662154}, controller_id=None),\n ExecutorInfo(id='33Eqbq7QQokveGypRapvfdoAeBxn57awm146xyGHv2Sn', timestamp=1704259860000.0, type='dca_executor', close_timestamp=1704280260000.0, close_type=, status=, config=DCAExecutorConfig(id='33Eqbq7QQokveGypRapvfdoAeBxn57awm146xyGHv2Sn', type='dca_executor', timestamp=1704259860000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.808767199999999792777588548'), Decimal('3.801149665599999793192033371'), Decimal('3.778297062399999794435367840'), Decimal('3.770679527999999794849812663'), Decimal('3.751635691999999795885924720'), Decimal('3.732591855999999796922036777')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.01472786297712492219191826592350480495952069759368896484375'), net_pnl_quote=Decimal('-7.27170701325332213826868610340170562267303466796875'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 3.6995, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.761219598664223}, controller_id=None),\n ExecutorInfo(id='AbcwgEZtzHNydHG84d1uXSrCs5XRyMLkwWRrc858n83E', timestamp=1704280260000.0, type='dca_executor', close_timestamp=1704280380000.0, close_type=, status=, config=DCAExecutorConfig(id='AbcwgEZtzHNydHG84d1uXSrCs5XRyMLkwWRrc858n83E', type='dca_executor', timestamp=1704280260000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428575'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142858')], prices=[Decimal('3.706899000000000010833479945'), Decimal('3.714312798000000010855146905'), Decimal('3.736554192000000010920147785'), Decimal('3.743967990000000010941814744'), Decimal('3.762502485000000010995982144'), Decimal('3.781036980000000011050149544')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.6961, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.706899}, controller_id=None),\n ExecutorInfo(id='HdKRmy6nGXsmqYMkh2x6wrAvf1EoNqhuGiqM4cha4hv4', timestamp=1704280440000.0, type='dca_executor', close_timestamp=1704283260000.0, close_type=, status=, config=DCAExecutorConfig(id='HdKRmy6nGXsmqYMkh2x6wrAvf1EoNqhuGiqM4cha4hv4', type='dca_executor', timestamp=1704280440000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.680346000000000042870748616'), Decimal('3.687706692000000042956490113'), Decimal('3.709788768000000043213714605'), Decimal('3.717149460000000043299456102'), Decimal('3.735551190000000043513809845'), Decimal('3.753952920000000043728163588')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.0578587166740297254019509409772581420838832855224609375'), net_pnl_quote=Decimal('8.3041034312155037611091756843961775302886962890625'), cum_fees_quote=Decimal('0.08611428571428569878065673037781380116939544677734375'), filled_amount_quote=Decimal('143.5238095238095183958648703992366790771484375'), is_active=False, is_trading=False, custom_info={'close_price': 3.488, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.697563278898474}, controller_id=None),\n ExecutorInfo(id='8urnJCcj1kVQ6TAKEfBzrrqQBxqMJXdcZYWgcWirdAjS', timestamp=1704283260000.0, type='dca_executor', close_timestamp=1704283680000.0, close_type=, status=, config=DCAExecutorConfig(id='8urnJCcj1kVQ6TAKEfBzrrqQBxqMJXdcZYWgcWirdAjS', type='dca_executor', timestamp=1704283260000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.494975999999999989465759852'), Decimal('3.501965951999999989444691372'), Decimal('3.522935807999999989381485931'), Decimal('3.529925759999999989360417451'), Decimal('3.547400639999999989307746250'), Decimal('3.564875519999999989255075049')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.1406777257904436861934982516686432063579559326171875'), net_pnl_quote=Decimal('20.19060312059034600906670675612986087799072265625'), cum_fees_quote=Decimal('0.08611428571428569878065673037781380116939544677734375'), filled_amount_quote=Decimal('143.5238095238095183958648703992366790771484375'), is_active=False, is_trading=False, custom_info={'close_price': 3.0304, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.511326086794957}, controller_id=None),\n ExecutorInfo(id='D77zT11dfVfbQqYJ5x72A52zvzmPH9FDP4ELGNE4YMfD', timestamp=1704283680000.0, type='dca_executor', close_timestamp=1704283800000.0, close_type=, status=, config=DCAExecutorConfig(id='D77zT11dfVfbQqYJ5x72A52zvzmPH9FDP4ELGNE4YMfD', type='dca_executor', timestamp=1704283680000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.036460800000000205171746258'), Decimal('3.042533721600000205582089751'), Decimal('3.060752486400000206813120228'), Decimal('3.066825408000000207223463721'), Decimal('3.082007712000000208249322452'), Decimal('3.097190016000000209275181183')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.4556, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.0364608000000004}, controller_id=None),\n ExecutorInfo(id='652B2Bdp5qehoqQbTeJgUEYWNJQEsEfuGHwGcqFzrcTJ', timestamp=1704283860000.0, type='dca_executor', close_timestamp=1704283920000.0, close_type=, status=, config=DCAExecutorConfig(id='652B2Bdp5qehoqQbTeJgUEYWNJQEsEfuGHwGcqFzrcTJ', type='dca_executor', timestamp=1704283860000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.722634400000000059918087157'), Decimal('2.728079668800000060037923331'), Decimal('2.744415475200000060397431854'), Decimal('2.749860744000000060517268029'), Decimal('2.763473916000000060816858464'), Decimal('2.777087088000000061116448900')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 2.8168, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.756838591040775}, controller_id=None),\n ExecutorInfo(id='69jSp1WSNi3sFfJmR1xeQpFdiTB7TutdqzPb7kVFzjyj', timestamp=1704283860000.0, type='dca_executor', close_timestamp=1704283980000.0, close_type=, status=, config=DCAExecutorConfig(id='69jSp1WSNi3sFfJmR1xeQpFdiTB7TutdqzPb7kVFzjyj', type='dca_executor', timestamp=1704283860000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.711765600000000059453092449'), Decimal('2.706342068800000059334186264'), Decimal('2.690071475200000058977467709'), Decimal('2.684647944000000058858561525'), Decimal('2.671089116000000058561296062'), Decimal('2.657530288000000058264030600')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.9242, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7117656}, controller_id=None),\n ExecutorInfo(id='BCaK5pj9Sk7ZdEhm5BsCxuXk1SF1GFZCfrjN9UEs7D36', timestamp=1704284040000.0, type='dca_executor', close_timestamp=1704284160000.0, close_type=, status=, config=DCAExecutorConfig(id='BCaK5pj9Sk7ZdEhm5BsCxuXk1SF1GFZCfrjN9UEs7D36', type='dca_executor', timestamp=1704284040000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714285'), Decimal('94.28571428571428571428571425'), Decimal('117.2619047619047619047619047'), Decimal('139.9999999999999999999999999')], prices=[Decimal('2.976335399999999950946442950'), Decimal('2.970382729199999951044550064'), Decimal('2.952524716799999951338871406'), Decimal('2.946572045999999951436978520'), Decimal('2.931690368999999951682246306'), Decimal('2.916808691999999951927514091')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0258, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.9763354}, controller_id=None),\n ExecutorInfo(id='9hCimsNzMt6LmsMQuyJCUEXgcAR9x1QNx1S34LRn18Zq', timestamp=1704284220000.0, type='dca_executor', close_timestamp=1704284640000.0, close_type=, status=, config=DCAExecutorConfig(id='9hCimsNzMt6LmsMQuyJCUEXgcAR9x1QNx1S34LRn18Zq', type='dca_executor', timestamp=1704284220000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714290'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.042303199999999998454841554'), Decimal('3.036218593599999998457931871'), Decimal('3.017964774399999998467202822'), Decimal('3.011880167999999998470293138'), Decimal('2.996668651999999998478018931'), Decimal('2.981457135999999998485744723')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.032962694914138612745091450051404535770416259765625'), net_pnl_quote=Decimal('0.78482606938425270026726821015472523868083953857421875'), cum_fees_quote=Decimal('0.01428571428571428526821396332024960429407656192779541015625'), filled_amount_quote=Decimal('23.8095238095238102005168912000954151153564453125'), is_active=False, is_trading=False, custom_info={'close_price': 3.14, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0423032}, controller_id=None),\n ExecutorInfo(id='Ga4c6Y27UX19pG8CgfSxMTxh92CQd8EVUD4NLeMyHD7P', timestamp=1704284640000.0, type='dca_executor', close_timestamp=1704284940000.0, close_type=, status=, config=DCAExecutorConfig(id='Ga4c6Y27UX19pG8CgfSxMTxh92CQd8EVUD4NLeMyHD7P', type='dca_executor', timestamp=1704284640000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619047'), Decimal('139.9999999999999999999999999')], prices=[Decimal('3.133720000000000123965560039'), Decimal('3.127452560000000123717628919'), Decimal('3.108650240000000122973835559'), Decimal('3.102382800000000122725904439'), Decimal('3.086714200000000122106076638'), Decimal('3.071045600000000121486248838')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.041373410367910368190536019028513692319393157958984375'), net_pnl_quote=Decimal('9.7838264708115669776589129469357430934906005859375'), cum_fees_quote=Decimal('0.14188571428571428167941803621943108737468719482421875'), filled_amount_quote=Decimal('236.4761904761904816041351296007633209228515625'), is_active=False, is_trading=False, custom_info={'close_price': 3.2265, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.1124541192106325}, controller_id=None),\n ExecutorInfo(id='4mksuVN9mukXBrFL5GKJ5FWz1SSinyUHKGVWLhzARuZY', timestamp=1704284940000.0, type='dca_executor', close_timestamp=1704285120000.0, close_type=, status=, config=DCAExecutorConfig(id='4mksuVN9mukXBrFL5GKJ5FWz1SSinyUHKGVWLhzARuZY', type='dca_executor', timestamp=1704284940000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380950'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571427'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.220047000000000145235608262'), Decimal('3.213606906000000144945137045'), Decimal('3.194286624000000144073723396'), Decimal('3.187846530000000143783252179'), Decimal('3.171746295000000143057074138'), Decimal('3.155646060000000142330896097')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.010682266166465392842610526713542640209197998046875'), net_pnl_quote=Decimal('-5.274241749856972916177255683578550815582275390625'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 3.1118, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.1798488195917924}, controller_id=None),\n ExecutorInfo(id='FXBoFrr5XtWo2EZc8iAZEbu5z6a3cW7aLiNtospFcCsv', timestamp=1704287520000.0, type='dca_executor', close_timestamp=1704287640000.0, close_type=, status=, config=DCAExecutorConfig(id='FXBoFrr5XtWo2EZc8iAZEbu5z6a3cW7aLiNtospFcCsv', type='dca_executor', timestamp=1704287520000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047625'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.207101399999999878387442474'), Decimal('3.213515602799999878144217359'), Decimal('3.232758211199999877414542014'), Decimal('3.239172413999999877171316899'), Decimal('3.255207920999999876563254111'), Decimal('3.271243427999999875955191323')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.181, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.2071014}, controller_id=None),\n ExecutorInfo(id='FsAfLV4DpmUAmQnuFmbWBy4xegYGQXNftqb7dg6FZsJE', timestamp=1704287700000.0, type='dca_executor', close_timestamp=1704287820000.0, close_type=, status=, config=DCAExecutorConfig(id='FsAfLV4DpmUAmQnuFmbWBy4xegYGQXNftqb7dg6FZsJE', type='dca_executor', timestamp=1704287700000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047615'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.207301799999999856316572343'), Decimal('3.213716403599999856029205488'), Decimal('3.232960214399999855167104922'), Decimal('3.239374817999999854879738066'), Decimal('3.255411326999999854161320928'), Decimal('3.271447835999999853442903790')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.1951, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.2073017999999998}, controller_id=None),\n ExecutorInfo(id='GFV6SsX4e5WsLAYccbPYtmAtskWQaVYEvad9rUjc4Shw', timestamp=1704287880000.0, type='dca_executor', close_timestamp=1704288000000.0, close_type=, status=, config=DCAExecutorConfig(id='GFV6SsX4e5WsLAYccbPYtmAtskWQaVYEvad9rUjc4Shw', type='dca_executor', timestamp=1704287880000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428570'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142856')], prices=[Decimal('3.191871000000000220841407660'), Decimal('3.198254742000000221283090475'), Decimal('3.217405968000000222608138921'), Decimal('3.223789710000000223049821737'), Decimal('3.239749065000000224154028775'), Decimal('3.255708420000000225258235813')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.1658, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.1918710000000003}, controller_id=None),\n ExecutorInfo(id='ANiGDGBTKdC8gSA6TjjRgs8W3y3UmW7FPcreN6JbDhcy', timestamp=1704288060000.0, type='dca_executor', close_timestamp=1704288180000.0, close_type=, status=, config=DCAExecutorConfig(id='ANiGDGBTKdC8gSA6TjjRgs8W3y3UmW7FPcreN6JbDhcy', type='dca_executor', timestamp=1704288060000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.169325999999999811461273701'), Decimal('3.175664651999999811084196248'), Decimal('3.194680607999999809952963891'), Decimal('3.201019259999999809575886438'), Decimal('3.216865889999999808633192807'), Decimal('3.232712519999999807690499175')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.1498, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.169326}, controller_id=None),\n ExecutorInfo(id='AjDqTnAY7BvmRQ4wRkGSKFg62qSP7s1DEY4Lc4Twzu9j', timestamp=1704288240000.0, type='dca_executor', close_timestamp=1704288360000.0, close_type=, status=, config=DCAExecutorConfig(id='AjDqTnAY7BvmRQ4wRkGSKFg62qSP7s1DEY4Lc4Twzu9j', type='dca_executor', timestamp=1704288240000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.155097600000000043560888229'), Decimal('3.161407795200000043648010005'), Decimal('3.180338380800000043909375335'), Decimal('3.186648576000000043996497111'), Decimal('3.202424064000000044214301552'), Decimal('3.218199552000000044432105994')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.1378, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.1550976}, controller_id=None),\n ExecutorInfo(id='EwnWpvUmVtDXF4ELaNfvN5LWv2oed9SqFS9n7KmE1ZQz', timestamp=1704288420000.0, type='dca_executor', close_timestamp=1704288540000.0, close_type=, status=, config=DCAExecutorConfig(id='EwnWpvUmVtDXF4ELaNfvN5LWv2oed9SqFS9n7KmE1ZQz', type='dca_executor', timestamp=1704288420000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428569'), Decimal('71.99999999999999999999999999'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.143274000000000010810061178'), Decimal('3.149560548000000010831681300'), Decimal('3.168420192000000010896541667'), Decimal('3.174706740000000010918161790'), Decimal('3.190423110000000010972212096'), Decimal('3.206139480000000011026262402')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.1383, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.143274}, controller_id=None),\n ExecutorInfo(id='cqZ6b8oXi4azNZ83H3ED4uNdNpgdPqvBe8QW2YMK9bH', timestamp=1704288600000.0, type='dca_executor', close_timestamp=1704288720000.0, close_type=, status=, config=DCAExecutorConfig(id='cqZ6b8oXi4azNZ83H3ED4uNdNpgdPqvBe8QW2YMK9bH', type='dca_executor', timestamp=1704288600000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.157301999999999800781316782'), Decimal('3.163616603999999800382879416'), Decimal('3.182560415999999799187567316'), Decimal('3.188875019999999798789129950'), Decimal('3.204661529999999797793036534'), Decimal('3.220448039999999796796943118')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.128, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.1573019999999996}, controller_id=None),\n ExecutorInfo(id='3ei5wbgLnsd88xgVrLucHYuCUEmeW5GK9xafWpDBajks', timestamp=1704288720000.0, type='dca_executor', close_timestamp=1704288840000.0, close_type=, status=, config=DCAExecutorConfig(id='3ei5wbgLnsd88xgVrLucHYuCUEmeW5GK9xafWpDBajks', type='dca_executor', timestamp=1704288720000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.121744000000000113329234885'), Decimal('3.115500512000000113102576415'), Decimal('3.096770048000000112422601006'), Decimal('3.090526560000000112195942536'), Decimal('3.074917840000000111629296362'), Decimal('3.059309120000000111062650187')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.1371, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.121744}, controller_id=None),\n ExecutorInfo(id='GYvKgxy8vL4avnrbf4DhVp7wQJBeinbSV6emCVLRLF8n', timestamp=1704288900000.0, type='dca_executor', close_timestamp=1704289020000.0, close_type=, status=, config=DCAExecutorConfig(id='GYvKgxy8vL4avnrbf4DhVp7wQJBeinbSV6emCVLRLF8n', type='dca_executor', timestamp=1704288900000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.162063200000000104818093094'), Decimal('3.155739073600000104608456908'), Decimal('3.136766694400000103979548349'), Decimal('3.130442568000000103769912163'), Decimal('3.114632252000000103245821698'), Decimal('3.098821936000000102721731232')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.1631, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.1620632}, controller_id=None),\n ExecutorInfo(id='2Q7aLqqLVZafqCSH2ggn5QxECrbb7YGfKmU4kwYmz6sd', timestamp=1704289080000.0, type='dca_executor', close_timestamp=1704289200000.0, close_type=, status=, config=DCAExecutorConfig(id='2Q7aLqqLVZafqCSH2ggn5QxECrbb7YGfKmU4kwYmz6sd', type='dca_executor', timestamp=1704289080000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619047'), Decimal('139.9999999999999999999999999')], prices=[Decimal('3.161863600000000126800872580'), Decimal('3.155539872800000126547270835'), Decimal('3.136568691200000125786465599'), Decimal('3.130244964000000125532863854'), Decimal('3.114435646000000124898859491'), Decimal('3.098626328000000124264855128')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.1803, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.1618636}, controller_id=None),\n ExecutorInfo(id='3TsjvC2JstYxn2DxdkyJLzJgGsFX27QQD6dsDmXvhRT8', timestamp=1704289260000.0, type='dca_executor', close_timestamp=1704291360000.0, close_type=, status=, config=DCAExecutorConfig(id='3TsjvC2JstYxn2DxdkyJLzJgGsFX27QQD6dsDmXvhRT8', type='dca_executor', timestamp=1704289260000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571427'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.176434399999999851661064421'), Decimal('3.170081531199999851957742292'), Decimal('3.151022924799999852847775906'), Decimal('3.144670055999999853144453777'), Decimal('3.128787883999999853886148455'), Decimal('3.112905711999999854627843133')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.018363013039559193673166959115405916236340999603271484375'), net_pnl_quote=Decimal('-9.0665190809842624020120638306252658367156982421875'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 3.0707, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.136780667285528}, controller_id=None),\n ExecutorInfo(id='J7qssTJ4FpeobdRXML53djhz78hwJy2K6Qh1e2XqejMN', timestamp=1704288780000.0, type='dca_executor', close_timestamp=1704292680000.0, close_type=, status=, config=DCAExecutorConfig(id='J7qssTJ4FpeobdRXML53djhz78hwJy2K6Qh1e2XqejMN', type='dca_executor', timestamp=1704288780000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047624'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.144075599999999922526580652'), Decimal('3.150363751199999922371633813'), Decimal('3.169228204799999921906793297'), Decimal('3.175516355999999921751846459'), Decimal('3.191236733999999921364479362'), Decimal('3.206957111999999920977112265')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.034104156072522116838197092647533281706273555755615234375'), net_pnl_quote=Decimal('8.175253412813159314964650548063218593597412109375'), cum_fees_quote=Decimal('0.1438285714285714167459673262783326208591461181640625'), filled_amount_quote=Decimal('239.71428571428572240620269440114498138427734375'), is_active=False, is_trading=False, custom_info={'close_price': 3.0684, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.165498284362336}, controller_id=None),\n ExecutorInfo(id='AndGfBStS7tZWA2ZnHwbDQwpuWW85yPLzwt8LVoaDcfG', timestamp=1704294960000.0, type='dca_executor', close_timestamp=1704295080000.0, close_type=, status=, config=DCAExecutorConfig(id='AndGfBStS7tZWA2ZnHwbDQwpuWW85yPLzwt8LVoaDcfG', type='dca_executor', timestamp=1704294960000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.062263200000000016182050144'), Decimal('3.056138673600000016149686044'), Decimal('3.037765094400000016052593743'), Decimal('3.031640568000000016020229643'), Decimal('3.016329252000000015939319392'), Decimal('3.001017936000000015858409141')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0628, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0622632}, controller_id=None),\n ExecutorInfo(id='6DEHf8T52zYFcjf9ckB5d1wvTytSQEoVa9HDGDabqAvZ', timestamp=1704295140000.0, type='dca_executor', close_timestamp=1704297540000.0, close_type=, status=, config=DCAExecutorConfig(id='6DEHf8T52zYFcjf9ckB5d1wvTytSQEoVa9HDGDabqAvZ', type='dca_executor', timestamp=1704295140000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619047'), Decimal('139.9999999999999999999999999')], prices=[Decimal('3.051085599999999917614607048'), Decimal('3.044983428799999917779377834'), Decimal('3.026676915199999918273690192'), Decimal('3.020574743999999918438460978'), Decimal('3.005319315999999918850387942'), Decimal('2.990063887999999919262314907')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.036281667430440533994584484389633871614933013916015625'), net_pnl_quote=Decimal('2.5880922767047582766508639906533062458038330078125'), cum_fees_quote=Decimal('0.042800000000000004707345624410663731396198272705078125'), filled_amount_quote=Decimal('71.333333333333342807236476801335811614990234375'), is_active=False, is_trading=False, custom_info={'close_price': 3.1453, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0470202015636847}, controller_id=None),\n ExecutorInfo(id='AGCb9Nh9weDSyiEVPPeUVgsLHntqvzNdraP5nmZUSE57', timestamp=1704292680000.0, type='dca_executor', close_timestamp=1704298320000.0, close_type=, status=, config=DCAExecutorConfig(id='AGCb9Nh9weDSyiEVPPeUVgsLHntqvzNdraP5nmZUSE57', type='dca_executor', timestamp=1704292680000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428569'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.074536800000000016502915699'), Decimal('3.080685873600000016535921530'), Decimal('3.099133094400000016634939025'), Decimal('3.105282168000000016667944856'), Decimal('3.120654852000000016750459434'), Decimal('3.136027536000000016832974013')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('-0.0139393572832908520242600758365369983948767185211181640625'), net_pnl_quote=Decimal('-7.0569655693955564146335746045224368572235107421875'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 3.1632, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.1131619066500495}, controller_id=None),\n ExecutorInfo(id='BvoDGJ6JnhRE5HoVBJXSC96ESFNCSzxx76JsoCz4HS3u', timestamp=1704301920000.0, type='dca_executor', close_timestamp=1704302040000.0, close_type=, status=, config=DCAExecutorConfig(id='BvoDGJ6JnhRE5HoVBJXSC96ESFNCSzxx76JsoCz4HS3u', type='dca_executor', timestamp=1704301920000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.103193999999999975210204782'), Decimal('3.109400387999999975160625192'), Decimal('3.128019551999999975011886420'), Decimal('3.134225939999999974962306830'), Decimal('3.149741909999999974838357854'), Decimal('3.165257879999999974714408878')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0969, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.103194}, controller_id=None),\n ExecutorInfo(id='3i7yjMcgaLmmGhQeJoAUzECqp8BiDxtLcpNmMXJA8k3A', timestamp=1704302100000.0, type='dca_executor', close_timestamp=1704302220000.0, close_type=, status=, config=DCAExecutorConfig(id='3i7yjMcgaLmmGhQeJoAUzECqp8BiDxtLcpNmMXJA8k3A', type='dca_executor', timestamp=1704302100000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.102192000000000085564555440'), Decimal('3.108396384000000085735684551'), Decimal('3.127009536000000086249071884'), Decimal('3.133213920000000086420200994'), Decimal('3.148724880000000086848023772'), Decimal('3.164235840000000087275846549')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0875, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.102192}, controller_id=None),\n ExecutorInfo(id='6LxzTH4USCntJcpqvdR5FJnMFkWHE4wWEaVZDYwmQqWA', timestamp=1704302280000.0, type='dca_executor', close_timestamp=1704302400000.0, close_type=, status=, config=DCAExecutorConfig(id='6LxzTH4USCntJcpqvdR5FJnMFkWHE4wWEaVZDYwmQqWA', type='dca_executor', timestamp=1704302280000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428570'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047617'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.083554799999999913268536321'), Decimal('3.089721909599999913095073394'), Decimal('3.108223238399999912574684612'), Decimal('3.114390347999999912401221684'), Decimal('3.129808121999999911967564366'), Decimal('3.145225895999999911533907047')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0807, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.0835548}, controller_id=None),\n ExecutorInfo(id='Ccwz7KaYhnaTzgYWSQxwJWnXGhKq9oyjTAg9xntypfRd', timestamp=1704302460000.0, type='dca_executor', close_timestamp=1704302580000.0, close_type=, status=, config=DCAExecutorConfig(id='Ccwz7KaYhnaTzgYWSQxwJWnXGhKq9oyjTAg9xntypfRd', type='dca_executor', timestamp=1704302460000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000005'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.082753200000000001552016847'), Decimal('3.088918706400000001555120881'), Decimal('3.107415225600000001564432982'), Decimal('3.113580732000000001567537015'), Decimal('3.128994498000000001575297100'), Decimal('3.144408264000000001583057184')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0615, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.0827532}, controller_id=None),\n ExecutorInfo(id='BmPF4ppQ1hgn5RSD55rpSqxtm9Um6CP9UFHqqCXqSBbG', timestamp=1704302640000.0, type='dca_executor', close_timestamp=1704302760000.0, close_type=, status=, config=DCAExecutorConfig(id='BmPF4ppQ1hgn5RSD55rpSqxtm9Um6CP9UFHqqCXqSBbG', type='dca_executor', timestamp=1704302640000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.076440600000000029318343585'), Decimal('3.082593481200000029376980272'), Decimal('3.101052124800000029552890334'), Decimal('3.107205006000000029611527021'), Decimal('3.122587209000000029758118739'), Decimal('3.137969412000000029904710457')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0635, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.0764406}, controller_id=None),\n ExecutorInfo(id='DvSPrzw6KrCG2xZMz3k9AfVgHmCuqfnFpEHC3817vDwM', timestamp=1704302820000.0, type='dca_executor', close_timestamp=1704302940000.0, close_type=, status=, config=DCAExecutorConfig(id='DvSPrzw6KrCG2xZMz3k9AfVgHmCuqfnFpEHC3817vDwM', type='dca_executor', timestamp=1704302820000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.084456600000000036438314864'), Decimal('3.090625513200000036511191494'), Decimal('3.109132252800000036729821383'), Decimal('3.115301166000000036802698013'), Decimal('3.130723449000000036984889587'), Decimal('3.146145732000000037167081161')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0667, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.0844566}, controller_id=None),\n ExecutorInfo(id='BiJBgY2repvDwh16yXBS6k71NCBogorSda2QkDynEZux', timestamp=1704297540000.0, type='dca_executor', close_timestamp=1704308100000.0, close_type=, status=, config=DCAExecutorConfig(id='BiJBgY2repvDwh16yXBS6k71NCBogorSda2QkDynEZux', type='dca_executor', timestamp=1704297540000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571433'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.139009400000000206223450816'), Decimal('3.132731381200000205811003914'), Decimal('3.113897324800000204573663209'), Decimal('3.107619306000000204161216308'), Decimal('3.091924259000000203130099054'), Decimal('3.076229212000000202098981800')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.0157490360619489365434642280661137192510068416595458984375'), net_pnl_quote=Decimal('-7.7758990670627401442516202223487198352813720703125'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 3.0467, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.099822870684043}, controller_id=None),\n ExecutorInfo(id='6LQuSPYcmYdp5QWb492QVzi3T3njQiKv7RG7btzj6ptv', timestamp=1704311700000.0, type='dca_executor', close_timestamp=1704311820000.0, close_type=, status=, config=DCAExecutorConfig(id='6LQuSPYcmYdp5QWb492QVzi3T3njQiKv7RG7btzj6ptv', type='dca_executor', timestamp=1704311700000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.052981799999999930378717650'), Decimal('3.046875836399999930517960215'), Decimal('3.028557945599999930935687909'), Decimal('3.022451981999999931074930474'), Decimal('3.007187072999999931423036885'), Decimal('2.991922163999999931771143297')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0563, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0529818}, controller_id=None),\n ExecutorInfo(id='998TLAKgn1YaGp4DPPRqEnH4B1D8fSzm5Fa9Nkf1pVYY', timestamp=1704311880000.0, type='dca_executor', close_timestamp=1704312000000.0, close_type=, status=, config=DCAExecutorConfig(id='998TLAKgn1YaGp4DPPRqEnH4B1D8fSzm5Fa9Nkf1pVYY', type='dca_executor', timestamp=1704311880000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.048191400000000014764393874'), Decimal('3.042095017200000014734865086'), Decimal('3.023805868800000014646278723'), Decimal('3.017709486000000014616749935'), Decimal('3.002468529000000014542927966'), Decimal('2.987227572000000014469105997')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0549, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0481914}, controller_id=None),\n ExecutorInfo(id='7wfzbRwsc5z388eNAkCmonfbvCuQGBQ5Z2RFr3VqDZeX', timestamp=1704312060000.0, type='dca_executor', close_timestamp=1704312180000.0, close_type=, status=, config=DCAExecutorConfig(id='7wfzbRwsc5z388eNAkCmonfbvCuQGBQ5Z2RFr3VqDZeX', type='dca_executor', timestamp=1704312060000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.051684399999999851666268591'), Decimal('3.045581031199999851962936054'), Decimal('3.027270924799999852852938442'), Decimal('3.021167555999999853149605905'), Decimal('3.005909133999999853891274562'), Decimal('2.990650711999999854632943219')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0638, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0516843999999996}, controller_id=None),\n ExecutorInfo(id='9yEmrBacX18Xmzqmewve2GYqvQBXjVa6NbJfQ9h49wcm', timestamp=1704312240000.0, type='dca_executor', close_timestamp=1704317520000.0, close_type=, status=, config=DCAExecutorConfig(id='9yEmrBacX18Xmzqmewve2GYqvQBXjVa6NbJfQ9h49wcm', type='dca_executor', timestamp=1704312240000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.051983800000000040292615078'), Decimal('3.045879832400000040212029848'), Decimal('3.027567929600000039970274157'), Decimal('3.021463962000000039889688927'), Decimal('3.006204043000000039688225852'), Decimal('2.990944124000000039486762776')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.031078717970544240956076720294731785543262958526611328125'), net_pnl_quote=Decimal('2.21694854856548939636695649824105203151702880859375'), cum_fees_quote=Decimal('0.042800000000000004707345624410663731396198272705078125'), filled_amount_quote=Decimal('71.333333333333342807236476801335811614990234375'), is_active=False, is_trading=False, custom_info={'close_price': 3.1407, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.047917204763151}, controller_id=None),\n ExecutorInfo(id='DJYuBgMGxccABFVqnT3bQgkFY3ysfPro2xfXF7Pzdm5R', timestamp=1704317520000.0, type='dca_executor', close_timestamp=1704317640000.0, close_type=, status=, config=DCAExecutorConfig(id='DJYuBgMGxccABFVqnT3bQgkFY3ysfPro2xfXF7Pzdm5R', type='dca_executor', timestamp=1704317520000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.134418599999999825425316125'), Decimal('3.128149762799999825774465493'), Decimal('3.109343251199999826821913596'), Decimal('3.103074413999999827171062964'), Decimal('3.087402320999999828043936383'), Decimal('3.071730227999999828916809802')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.1408, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.1344185999999996}, controller_id=None),\n ExecutorInfo(id='23kVFqkPYKs3kfH7jJtqVsbHXeB2PB7LMhag7CGtrWBA', timestamp=1704317700000.0, type='dca_executor', close_timestamp=1704317820000.0, close_type=, status=, config=DCAExecutorConfig(id='23kVFqkPYKs3kfH7jJtqVsbHXeB2PB7LMhag7CGtrWBA', type='dca_executor', timestamp=1704317700000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619047'), Decimal('139.9999999999999999999999999')], prices=[Decimal('3.133720000000000123965560039'), Decimal('3.127452560000000123717628919'), Decimal('3.108650240000000122973835559'), Decimal('3.102382800000000122725904439'), Decimal('3.086714200000000122106076638'), Decimal('3.071045600000000121486248838')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.1449, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.1337200000000003}, controller_id=None),\n ExecutorInfo(id='2oBqknwYBznjQfd7xLW4mQ69PErpT628kpNPD4XZtv3j', timestamp=1704303000000.0, type='dca_executor', close_timestamp=1704318420000.0, close_type=, status=, config=DCAExecutorConfig(id='2oBqknwYBznjQfd7xLW4mQ69PErpT628kpNPD4XZtv3j', type='dca_executor', timestamp=1704303000000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428571'), Decimal('71.99999999999999999999999998'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.072833399999999981616617682'), Decimal('3.078979066799999981579850917'), Decimal('3.097416067199999981469550623'), Decimal('3.103561733999999981432783859'), Decimal('3.118925900999999981340866947'), Decimal('3.134290067999999981248950036')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('-0.014410874612652495307951738823248888365924358367919921875'), net_pnl_quote=Decimal('-7.295676830686428360195350251160562038421630859375'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 3.1598, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.111437107001599}, controller_id=None),\n ExecutorInfo(id='6Q83eeTDQDrMLzmautWJm7bk4fyim6PFL475avG3ns95', timestamp=1704322020000.0, type='dca_executor', close_timestamp=1704322140000.0, close_type=, status=, config=DCAExecutorConfig(id='6Q83eeTDQDrMLzmautWJm7bk4fyim6PFL475avG3ns95', type='dca_executor', timestamp=1704322020000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428569'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.073735200000000104786396225'), Decimal('3.079882670400000104995969017'), Decimal('3.098325081600000105624687395'), Decimal('3.104472552000000105834260187'), Decimal('3.119841228000000106358192168'), Decimal('3.135209904000000106882124150')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0668, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.0737352000000002}, controller_id=None),\n ExecutorInfo(id='3DaXty3ASyC5omVix9CPb77yikQ1v2zTQX4xKuLzkEPq', timestamp=1704317880000.0, type='dca_executor', close_timestamp=1704323400000.0, close_type=, status=, config=DCAExecutorConfig(id='3DaXty3ASyC5omVix9CPb77yikQ1v2zTQX4xKuLzkEPq', type='dca_executor', timestamp=1704317880000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571433'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.135117199999999970086103640'), Decimal('3.128846965599999970145931433'), Decimal('3.110036262399999970325414811'), Decimal('3.103766027999999970385242604'), Decimal('3.088090441999999970534812085'), Decimal('3.072414855999999970684381567')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.01482051719277664714180531291276565752923488616943359375'), net_pnl_quote=Decimal('-7.31745392920498449740307478350587189197540283203125'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 3.0439, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0959792598374887}, controller_id=None),\n ExecutorInfo(id='36wmFhM1opxrBQgM5bYPDpBC3WgE1bDYVwaSVje342Mn', timestamp=1704327000000.0, type='dca_executor', close_timestamp=1704327120000.0, close_type=, status=, config=DCAExecutorConfig(id='36wmFhM1opxrBQgM5bYPDpBC3WgE1bDYVwaSVje342Mn', type='dca_executor', timestamp=1704327000000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.075237199999999916904477870'), Decimal('3.069086725599999917070668914'), Decimal('3.050635302399999917569242047'), Decimal('3.044484827999999917735433091'), Decimal('3.029108641999999918150910702'), Decimal('3.013732455999999918566388313')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0848, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0752372}, controller_id=None),\n ExecutorInfo(id='BLvSMNzPyUgG64mtC9AHPEkXMLatPzYkQ6WX1viU81qi', timestamp=1704327180000.0, type='dca_executor', close_timestamp=1704327300000.0, close_type=, status=, config=DCAExecutorConfig(id='BLvSMNzPyUgG64mtC9AHPEkXMLatPzYkQ6WX1viU81qi', type='dca_executor', timestamp=1704327180000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714290'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.099388799999999916194348693'), Decimal('3.093190022399999916361959996'), Decimal('3.074593689599999916864793903'), Decimal('3.068394911999999917032405206'), Decimal('3.052897967999999917451433463'), Decimal('3.037401023999999917870461719')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.1201, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0993888}, controller_id=None),\n ExecutorInfo(id='8WDr1ESrfmeHZfDebRDpU4Xb2uxLjNB4z6aJALjk8Gid', timestamp=1704327360000.0, type='dca_executor', close_timestamp=1704331200000.0, close_type=, status=, config=DCAExecutorConfig(id='8WDr1ESrfmeHZfDebRDpU4Xb2uxLjNB4z6aJALjk8Gid', type='dca_executor', timestamp=1704327360000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.114159200000000062272792478'), Decimal('3.107930881600000062148246893'), Decimal('3.089245926400000061774610138'), Decimal('3.083017608000000061650064553'), Decimal('3.067446812000000061338700591'), Decimal('3.051876016000000061027336628')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.01367262712594022495971035624506839667446911334991455078125'), net_pnl_quote=Decimal('-6.75069687406243890137602647882886230945587158203125'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 3.029, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0752828937406567}, controller_id=None),\n ExecutorInfo(id='M341Byz8v9UDZjay1LnrYU9Hy568Lcxu4UtQNScwVr7', timestamp=1704322200000.0, type='dca_executor', close_timestamp=1704331440000.0, close_type=, status=, config=DCAExecutorConfig(id='M341Byz8v9UDZjay1LnrYU9Hy568Lcxu4UtQNScwVr7', type='dca_executor', timestamp=1704322200000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428570'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.070027799999999845631411254'), Decimal('3.076167855599999845322674077'), Decimal('3.094588022399999844396462544'), Decimal('3.100728077999999844087725367'), Decimal('3.116078216999999843315882423'), Decimal('3.131428355999999842544039479')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.034615295998641569530374084706636494956910610198974609375'), net_pnl_quote=Decimal('12.480462554938792862913032877258956432342529296875'), cum_fees_quote=Decimal('0.2163285714285713978721759076506714336574077606201171875'), filled_amount_quote=Decimal('360.547619047619036791729740798473358154296875'), is_active=False, is_trading=False, custom_info={'close_price': 2.997, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.0993687346467014}, controller_id=None),\n ExecutorInfo(id='NzXHdJ5uWm6chPf8BrgUez3te6Mg3Xo1AnAy1gcTPxd', timestamp=1704334800000.0, type='dca_executor', close_timestamp=1704334920000.0, close_type=, status=, config=DCAExecutorConfig(id='NzXHdJ5uWm6chPf8BrgUez3te6Mg3Xo1AnAy1gcTPxd', type='dca_executor', timestamp=1704334800000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714285'), Decimal('94.28571428571428571428571427'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.079229199999999920449919588'), Decimal('3.073070741599999920609019749'), Decimal('3.054595366399999921086320231'), Decimal('3.048436907999999921245420392'), Decimal('3.033040761999999921643170794'), Decimal('3.017644615999999922040921196')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0832, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0792292}, controller_id=None),\n ExecutorInfo(id='6iddh1YnxQBgYgsbKqjbKzvoXDwBPMQdkvCxGLipu3cR', timestamp=1704334980000.0, type='dca_executor', close_timestamp=1704335100000.0, close_type=, status=, config=DCAExecutorConfig(id='6iddh1YnxQBgYgsbKqjbKzvoXDwBPMQdkvCxGLipu3cR', type='dca_executor', timestamp=1704334980000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571426'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.069548599999999878612146065'), Decimal('3.063409502799999878854921773'), Decimal('3.044992211199999879583248896'), Decimal('3.038853113999999879826024604'), Decimal('3.023505370999999880432963874'), Decimal('3.008157627999999881039903144')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0824, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0695486}, controller_id=None),\n ExecutorInfo(id='21MGFxoir7L5xTFi51TQzEoPrPxcWvmP6ZwJVTPv98tM', timestamp=1704331440000.0, type='dca_executor', close_timestamp=1704335820000.0, close_type=, status=, config=DCAExecutorConfig(id='21MGFxoir7L5xTFi51TQzEoPrPxcWvmP6ZwJVTPv98tM', type='dca_executor', timestamp=1704331440000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428571'), Decimal('71.99999999999999999999999998'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.002993999999999886210563792'), Decimal('3.008999987999999885982984920'), Decimal('3.027017951999999885300248302'), Decimal('3.033023939999999885072669430'), Decimal('3.048038909999999884503722249'), Decimal('3.063053879999999883934775068')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('-0.0177243060058717427640573305325233377516269683837890625'), net_pnl_quote=Decimal('-8.973140919115497382563262362964451313018798828125'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 3.0992, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.0407203214151344}, controller_id=None),\n ExecutorInfo(id='AUKZTALxV9rUWHTHU419cmQxvTpF51DiBa8ofu4acxPy', timestamp=1704339420000.0, type='dca_executor', close_timestamp=1704339540000.0, close_type=, status=, config=DCAExecutorConfig(id='AUKZTALxV9rUWHTHU419cmQxvTpF51DiBa8ofu4acxPy', type='dca_executor', timestamp=1704339420000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.096881400000000002976531520'), Decimal('3.103075162800000002982484583'), Decimal('3.121656451200000003000343772'), Decimal('3.127850214000000003006296835'), Decimal('3.143334621000000003021179493'), Decimal('3.158819028000000003036062150')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.091, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.0968814}, controller_id=None),\n ExecutorInfo(id='E1XYqCLQjAZCzDC5jviLcQ9pxtCFM7JYcYLWBSXY7fPe', timestamp=1704339600000.0, type='dca_executor', close_timestamp=1704339720000.0, close_type=, status=, config=DCAExecutorConfig(id='E1XYqCLQjAZCzDC5jviLcQ9pxtCFM7JYcYLWBSXY7fPe', type='dca_executor', timestamp=1704339600000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000006'), Decimal('96.19047619047619047619047624'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142858')], prices=[Decimal('3.099486600000000161032608080'), Decimal('3.105685573200000161354673296'), Decimal('3.124282492800000162320868945'), Decimal('3.130481466000000162642934161'), Decimal('3.145978899000000163448097201'), Decimal('3.161476332000000164253260242')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0913, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.0994866}, controller_id=None),\n ExecutorInfo(id='CatHQLwYiWzKXid3G6yb9LFvqH25WJktxeTy2mAgBLay', timestamp=1704339780000.0, type='dca_executor', close_timestamp=1704339900000.0, close_type=, status=, config=DCAExecutorConfig(id='CatHQLwYiWzKXid3G6yb9LFvqH25WJktxeTy2mAgBLay', type='dca_executor', timestamp=1704339780000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000005'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142858')], prices=[Decimal('3.102292199999999852040426239'), Decimal('3.108496784399999851744507091'), Decimal('3.127110537599999850856749649'), Decimal('3.133315121999999850560830501'), Decimal('3.148826582999999849821032633'), Decimal('3.164338043999999849081234764')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0981, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.1022922}, controller_id=None),\n ExecutorInfo(id='CgU7sRKX1TF6TivEpRXUFoyPdpregPt6f689yzRF7Mj3', timestamp=1704335160000.0, type='dca_executor', close_timestamp=1704362160000.0, close_type=, status=, config=DCAExecutorConfig(id='CgU7sRKX1TF6TivEpRXUFoyPdpregPt6f689yzRF7Mj3', type='dca_executor', timestamp=1704335160000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.076235199999999806990580442'), Decimal('3.070082729599999807376599281'), Decimal('3.051625318399999808534655798'), Decimal('3.045472847999999808920674638'), Decimal('3.030091671999999809885721735'), Decimal('3.014710495999999810850768833')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.032257939517162347031753455439684330485761165618896484375'), net_pnl_quote=Decimal('2.30106635222424760200965465628542006015777587890625'), cum_fees_quote=Decimal('0.042800000000000004707345624410663731396198272705078125'), filled_amount_quote=Decimal('71.333333333333342807236476801335811614990234375'), is_active=False, is_trading=False, custom_info={'close_price': 3.1691, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0721362911487313}, controller_id=None),\n ExecutorInfo(id='JBdrBqxYVFfRZQp4YPaMBMnwzyxvQTeHob5XJFfEUFiR', timestamp=1704362160000.0, type='dca_executor', close_timestamp=1704363360000.0, close_type=, status=, config=DCAExecutorConfig(id='JBdrBqxYVFfRZQp4YPaMBMnwzyxvQTeHob5XJFfEUFiR', type='dca_executor', timestamp=1704362160000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714291'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.162761799999999806277849179'), Decimal('3.156436276399999806665293481'), Decimal('3.137459705599999807827626386'), Decimal('3.131134181999999808215070687'), Decimal('3.115320372999999809183681441'), Decimal('3.099506563999999810152292195')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.01334749331035865564654141479650206747464835643768310546875'), net_pnl_quote=Decimal('-6.59016592325970140819890730199404060840606689453125'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 3.0727, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.123278752260452}, controller_id=None),\n ExecutorInfo(id='HhAbhFALdu1DY9fjuc3i4rc4uLXNuvxKViqFMCXUpBce', timestamp=1704366960000.0, type='dca_executor', close_timestamp=1704367080000.0, close_type=, status=, config=DCAExecutorConfig(id='HhAbhFALdu1DY9fjuc3i4rc4uLXNuvxKViqFMCXUpBce', type='dca_executor', timestamp=1704366960000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714285'), Decimal('94.28571428571428571428571427'), Decimal('117.2619047619047619047619047'), Decimal('139.9999999999999999999999999')], prices=[Decimal('3.072442799999999781462359239'), Decimal('3.066297914399999781899434521'), Decimal('3.047863257599999783210660365'), Decimal('3.041718371999999783647735647'), Decimal('3.026356157999999784740423850'), Decimal('3.010993943999999785833112054')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0967, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0724427999999997}, controller_id=None),\n ExecutorInfo(id='Du2p8GDpETqQij7iKQ1DzZe5tJHufLavn8TRaYiWMpbf', timestamp=1704367140000.0, type='dca_executor', close_timestamp=1704367260000.0, close_type=, status=, config=DCAExecutorConfig(id='Du2p8GDpETqQij7iKQ1DzZe5tJHufLavn8TRaYiWMpbf', type='dca_executor', timestamp=1704367140000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.089608400000000106948480627'), Decimal('3.083429183200000106734583666'), Decimal('3.064891532800000106092892782'), Decimal('3.058712316000000105878995821'), Decimal('3.043264274000000105344253418'), Decimal('3.027816232000000104809511014')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.1031, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0896084}, controller_id=None),\n ExecutorInfo(id='9Vg2DyiJTLc9LoLQ1uzYYowzuFsTJHaa5tg5Cab7aCuQ', timestamp=1704367320000.0, type='dca_executor', close_timestamp=1704367440000.0, close_type=, status=, config=DCAExecutorConfig(id='9Vg2DyiJTLc9LoLQ1uzYYowzuFsTJHaa5tg5Cab7aCuQ', type='dca_executor', timestamp=1704367320000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.096893799999999969378576548'), Decimal('3.090700012399999969439819395'), Decimal('3.072118649599999969623547936'), Decimal('3.065924861999999969684790783'), Decimal('3.050440392999999969837897900'), Decimal('3.034955923999999969991005017')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.1059, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0968938}, controller_id=None),\n ExecutorInfo(id='EyFhy8o8HirDjzPoS5A5tXgctwJKANNp3FmnCULqm2Qa', timestamp=1704367500000.0, type='dca_executor', close_timestamp=1704367620000.0, close_type=, status=, config=DCAExecutorConfig(id='EyFhy8o8HirDjzPoS5A5tXgctwJKANNp3FmnCULqm2Qa', type='dca_executor', timestamp=1704367500000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.096694199999999991361356033'), Decimal('3.090500811599999991378633321'), Decimal('3.071920646399999991430465185'), Decimal('3.065727257999999991447742473'), Decimal('3.050243786999999991490935693'), Decimal('3.034760315999999991534128912')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0977, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0966942}, controller_id=None),\n ExecutorInfo(id='3fsX92tY4dDSoVw9A67bCoBnhJWGMB54XMAhxpRgGsNZ', timestamp=1704367680000.0, type='dca_executor', close_timestamp=1704367800000.0, close_type=, status=, config=DCAExecutorConfig(id='3fsX92tY4dDSoVw9A67bCoBnhJWGMB54XMAhxpRgGsNZ', type='dca_executor', timestamp=1704367680000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380950'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619048'), Decimal('139.9999999999999999999999999')], prices=[Decimal('3.094199200000000044545583888'), Decimal('3.088010801600000044456492720'), Decimal('3.069445606400000044189219217'), Decimal('3.063257208000000044100128049'), Decimal('3.047786212000000043877400130'), Decimal('3.032315216000000043654672210')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0975, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0941992000000003}, controller_id=None),\n ExecutorInfo(id='2fdUq3rzrMjRusCHmCocT6LiZNniddC38SpxqygWxfKD', timestamp=1704367860000.0, type='dca_executor', close_timestamp=1704367980000.0, close_type=, status=, config=DCAExecutorConfig(id='2fdUq3rzrMjRusCHmCocT6LiZNniddC38SpxqygWxfKD', type='dca_executor', timestamp=1704367860000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714285'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.098889800000000192751813122'), Decimal('3.092692020400000192366309496'), Decimal('3.074098681600000191209798617'), Decimal('3.067900902000000190824294991'), Decimal('3.052406453000000189860535925'), Decimal('3.036912004000000188896776860')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.1144, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0988898000000002}, controller_id=None),\n ExecutorInfo(id='BEU5gE7XgFbLYuibRYyKNsMABq6edzssBRvAfbBBbe75', timestamp=1704368040000.0, type='dca_executor', close_timestamp=1704368160000.0, close_type=, status=, config=DCAExecutorConfig(id='BEU5gE7XgFbLYuibRYyKNsMABq6edzssBRvAfbBBbe75', type='dca_executor', timestamp=1704368040000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.095496600000000123258032947'), Decimal('3.089305606800000123011516881'), Decimal('3.070732627200000122271968683'), Decimal('3.064541634000000122025452618'), Decimal('3.049064151000000121409162453'), Decimal('3.033586668000000120792872288')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.1069, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0954966}, controller_id=None),\n ExecutorInfo(id='EVdrMFhiq6k323ev7tRovcUtBDrYkzMxAeHegyU2cnd8', timestamp=1704368220000.0, type='dca_executor', close_timestamp=1704368340000.0, close_type=, status=, config=DCAExecutorConfig(id='EVdrMFhiq6k323ev7tRovcUtBDrYkzMxAeHegyU2cnd8', type='dca_executor', timestamp=1704368220000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380955'), Decimal('70.85714285714285714285714291'), Decimal('94.28571428571428571428571434'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000001')], prices=[Decimal('3.096993600000000179987702520'), Decimal('3.090799612800000179627727115'), Decimal('3.072217651200000178547800900'), Decimal('3.066023664000000178187825495'), Decimal('3.050538696000000177287886982'), Decimal('3.035053728000000176387948470')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.1089, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0969936000000002}, controller_id=None),\n ExecutorInfo(id='5xAn8SG3mg2Ge6TqFf8KMNmLgMa6NXprEPBBuq3XLjQe', timestamp=1704339960000.0, type='dca_executor', close_timestamp=1704381540000.0, close_type=, status=, config=DCAExecutorConfig(id='5xAn8SG3mg2Ge6TqFf8KMNmLgMa6NXprEPBBuq3XLjQe', type='dca_executor', timestamp=1704339960000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428570'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.102793200000000019351945045'), Decimal('3.108998786400000019390648935'), Decimal('3.127615545600000019506760605'), Decimal('3.133821132000000019545464495'), Decimal('3.149335098000000019642224221'), Decimal('3.164849064000000019738983946')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('-0.01488779426553446007253089788946454063989222049713134765625'), net_pnl_quote=Decimal('-7.5371230825728385838147005415521562099456787109375'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 3.1933, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.1417732890537553}, controller_id=None),\n ExecutorInfo(id='GSEzTaGjJf6idatM2Mfj7XeS1bUZvsVquprpL3pPoQFT', timestamp=1704368400000.0, type='dca_executor', close_timestamp=1704382020000.0, close_type=, status=, config=DCAExecutorConfig(id='GSEzTaGjJf6idatM2Mfj7XeS1bUZvsVquprpL3pPoQFT', type='dca_executor', timestamp=1704368400000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714285'), Decimal('94.28571428571428571428571427'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.102083399999999841027341352'), Decimal('3.095879233199999841345286669'), Decimal('3.077266732799999842299122621'), Decimal('3.071062565999999842617067938'), Decimal('3.055552148999999843411931232'), Decimal('3.040041731999999844206794525')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.0313729283549353255011737928725779056549072265625'), net_pnl_quote=Decimal('0.7469744846413173267052343362593092024326324462890625'), cum_fees_quote=Decimal('0.01428571428571428526821396332024960429407656192779541015625'), filled_amount_quote=Decimal('23.8095238095238102005168912000954151153564453125'), is_active=False, is_trading=False, custom_info={'close_price': 3.1987, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.1020833999999997}, controller_id=None),\n ExecutorInfo(id='9W7nBNiBGPNdCkS42itVHHLcifh6XjQG3eQVVau4X1EV', timestamp=1704382020000.0, type='dca_executor', close_timestamp=1704382140000.0, close_type=, status=, config=DCAExecutorConfig(id='9W7nBNiBGPNdCkS42itVHHLcifh6XjQG3eQVVau4X1EV', type='dca_executor', timestamp=1704382020000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714291'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.192302600000000098434736751'), Decimal('3.185917994800000098237867277'), Decimal('3.166764179200000097647258857'), Decimal('3.160379574000000097450389383'), Decimal('3.144418061000000096958215700'), Decimal('3.128456548000000096466042016')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.2092, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.1923026}, controller_id=None),\n ExecutorInfo(id='8MtgqDbZBreJCZK8YUFkR3onLoZo8WNHUCuyPMvJr36K', timestamp=1704382200000.0, type='dca_executor', close_timestamp=1704382320000.0, close_type=, status=, config=DCAExecutorConfig(id='8MtgqDbZBreJCZK8YUFkR3onLoZo8WNHUCuyPMvJr36K', type='dca_executor', timestamp=1704382200000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.214757600000000062977717485'), Decimal('3.208328084800000062851762050'), Decimal('3.189039539200000062473895745'), Decimal('3.182610024000000062347940310'), Decimal('3.166536236000000062033051723'), Decimal('3.150462448000000061718163135')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.2186, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.2147576}, controller_id=None),\n ExecutorInfo(id='7Rne4n8QcQKZ4hEmqbYEwUpd57UgAe93ES1yn7RjFhr6', timestamp=1704382380000.0, type='dca_executor', close_timestamp=1704382500000.0, close_type=, status=, config=DCAExecutorConfig(id='7Rne4n8QcQKZ4hEmqbYEwUpd57UgAe93ES1yn7RjFhr6', type='dca_executor', timestamp=1704382380000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571426'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.196095000000000123962957954'), Decimal('3.189702810000000123715032038'), Decimal('3.170526240000000122971254290'), Decimal('3.164134050000000122723328374'), Decimal('3.148153575000000122103513585'), Decimal('3.132173100000000121483698795')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.2143, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.196095}, controller_id=None),\n ExecutorInfo(id='WMYXLpERBcyMoMMnm36TCgmdCi2r6kgTP9RGw4A6B9v', timestamp=1704382560000.0, type='dca_executor', close_timestamp=1704382680000.0, close_type=, status=, config=DCAExecutorConfig(id='WMYXLpERBcyMoMMnm36TCgmdCi2r6kgTP9RGw4A6B9v', type='dca_executor', timestamp=1704382560000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.215156800000000019012158514'), Decimal('3.208726486400000018974134197'), Decimal('3.189435545600000018860061246'), Decimal('3.183005232000000018822036929'), Decimal('3.166929448000000018726976136'), Decimal('3.150853664000000018631915344')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.2272, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.2151568}, controller_id=None),\n ExecutorInfo(id='GyQrh1Lb8LSxWXXmRrdGS8LK4DxBgSc6iryeZrXYwMNJ', timestamp=1704385140000.0, type='dca_executor', close_timestamp=1704385260000.0, close_type=, status=, config=DCAExecutorConfig(id='GyQrh1Lb8LSxWXXmRrdGS8LK4DxBgSc6iryeZrXYwMNJ', type='dca_executor', timestamp=1704385140000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.187863000000000217281422020'), Decimal('3.194238726000000217715984864'), Decimal('3.213365904000000219019673396'), Decimal('3.219741630000000219454236240'), Decimal('3.235680945000000220540643350'), Decimal('3.251620260000000221627050460')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.1788, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.187863}, controller_id=None),\n ExecutorInfo(id='44AvEJnyHHAPhJbNLUTKdftKL8DntHrdPgL4BeFSUx1g', timestamp=1704385320000.0, type='dca_executor', close_timestamp=1704385440000.0, close_type=, status=, config=DCAExecutorConfig(id='44AvEJnyHHAPhJbNLUTKdftKL8DntHrdPgL4BeFSUx1g', type='dca_executor', timestamp=1704385320000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428570'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047616'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.171530400000000013659090524'), Decimal('3.177873460800000013686408705'), Decimal('3.196902643200000013768363248'), Decimal('3.203245704000000013795681429'), Decimal('3.219103356000000013863976882'), Decimal('3.234961008000000013932272334')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.157, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.1715304}, controller_id=None),\n ExecutorInfo(id='8NBoYg87bYmLpZUQrLHiGBegJRDkr8BtZFb2k1vy5Fn8', timestamp=1704385500000.0, type='dca_executor', close_timestamp=1704385620000.0, close_type=, status=, config=DCAExecutorConfig(id='8NBoYg87bYmLpZUQrLHiGBegJRDkr8BtZFb2k1vy5Fn8', type='dca_executor', timestamp=1704385500000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.164315999999999918255638719'), Decimal('3.170644631999999918092149996'), Decimal('3.189630527999999917601683829'), Decimal('3.195959159999999917438195106'), Decimal('3.211780739999999917029473300'), Decimal('3.227602319999999916620751493')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.1639, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.164316}, controller_id=None),\n ExecutorInfo(id='DXY3RNbq8n8XsDuKqvZH6yEopbetfUEtdAbNPqgQtcr4', timestamp=1704385680000.0, type='dca_executor', close_timestamp=1704385800000.0, close_type=, status=, config=DCAExecutorConfig(id='DXY3RNbq8n8XsDuKqvZH6yEopbetfUEtdAbNPqgQtcr4', type='dca_executor', timestamp=1704385680000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142858')], prices=[Decimal('3.162312000000000138964340034'), Decimal('3.168636624000000139242268714'), Decimal('3.187610496000000140076054754'), Decimal('3.193935120000000140353983434'), Decimal('3.209746680000000141048805135'), Decimal('3.225558240000000141743626835')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.157, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.162312}, controller_id=None),\n ExecutorInfo(id='7DR7mV9DedEiQT5vwuDhQ2zjnLPH5c6cVC8dm4Bj7E9g', timestamp=1704385860000.0, type='dca_executor', close_timestamp=1704385980000.0, close_type=, status=, config=DCAExecutorConfig(id='7DR7mV9DedEiQT5vwuDhQ2zjnLPH5c6cVC8dm4Bj7E9g', type='dca_executor', timestamp=1704385860000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.169325999999999811461273701'), Decimal('3.175664651999999811084196248'), Decimal('3.194680607999999809952963891'), Decimal('3.201019259999999809575886438'), Decimal('3.216865889999999808633192807'), Decimal('3.232712519999999807690499175')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.1646, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.169326}, controller_id=None),\n ExecutorInfo(id='6SmD513qHvvXHtTuU1izxLuibE24PCDiZGVj59RDoMth', timestamp=1704386040000.0, type='dca_executor', close_timestamp=1704386160000.0, close_type=, status=, config=DCAExecutorConfig(id='6SmD513qHvvXHtTuU1izxLuibE24PCDiZGVj59RDoMth', type='dca_executor', timestamp=1704386040000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.170428199999999912560182112'), Decimal('3.176769056399999912385302476'), Decimal('3.195791625599999911860663569'), Decimal('3.202132481999999911685783933'), Decimal('3.217984622999999911248584844'), Decimal('3.233836763999999910811385754')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.1563, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.1704282}, controller_id=None),\n ExecutorInfo(id='8ZXz97CXUNKgPZuSkyHzb2xZTUbKj5zQEERWTwvQWHv', timestamp=1704386220000.0, type='dca_executor', close_timestamp=1704386340000.0, close_type=, status=, config=DCAExecutorConfig(id='8ZXz97CXUNKgPZuSkyHzb2xZTUbKj5zQEERWTwvQWHv', type='dca_executor', timestamp=1704386220000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428574'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.175037399999999849907557357'), Decimal('3.181387474799999849607372472'), Decimal('3.200437699199999848706817816'), Decimal('3.206787773999999848406632931'), Decimal('3.222662960999999847656170717'), Decimal('3.238538147999999846905708504')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.1646, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.1750374}, controller_id=None),\n ExecutorInfo(id='8Z4hUJv5ThyeW26vQaA6iqRKe1s1fsV6p8bY8SMHTNmx', timestamp=1704386400000.0, type='dca_executor', close_timestamp=1704386520000.0, close_type=, status=, config=DCAExecutorConfig(id='8Z4hUJv5ThyeW26vQaA6iqRKe1s1fsV6p8bY8SMHTNmx', type='dca_executor', timestamp=1704386400000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.170929200000000079871700918'), Decimal('3.177271058400000080031444320'), Decimal('3.196296633600000080510674525'), Decimal('3.202638492000000080670417927'), Decimal('3.218493138000000081069776432'), Decimal('3.234347784000000081469134936')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.163, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.1709292000000002}, controller_id=None),\n ExecutorInfo(id='7LBtNuoSAGBHKEd2Lf8JwhUFKVYHn44fhdYrMwsN8NJs', timestamp=1704382740000.0, type='dca_executor', close_timestamp=1704419220000.0, close_type=, status=, config=DCAExecutorConfig(id='7LBtNuoSAGBHKEd2Lf8JwhUFKVYHn44fhdYrMwsN8NJs', type='dca_executor', timestamp=1704382740000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714285'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.220745599999999846695364347'), Decimal('3.214304108799999847001973618'), Decimal('3.194979635199999847921801432'), Decimal('3.188538143999999848228410704'), Decimal('3.172434415999999848994933882'), Decimal('3.156330687999999849761457060')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.0144564951537943971182631486271930043585598468780517578125'), net_pnl_quote=Decimal('-7.13772238105320067091952296323142945766448974609375'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 3.131, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.1805386984616866}, controller_id=None),\n ExecutorInfo(id='Ah4hikxVXa7gQ93Srmvf14FxqjviBxyyW3J3jeYiFFSM', timestamp=1704386580000.0, type='dca_executor', close_timestamp=1704419280000.0, close_type=, status=, config=DCAExecutorConfig(id='Ah4hikxVXa7gQ93Srmvf14FxqjviBxyyW3J3jeYiFFSM', type='dca_executor', timestamp=1704386580000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.169325999999999811461273701'), Decimal('3.175664651999999811084196248'), Decimal('3.194680607999999809952963891'), Decimal('3.201019259999999809575886438'), Decimal('3.216865889999999808633192807'), Decimal('3.232712519999999807690499175')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.064999559240774329449408241998753510415554046630859375'), net_pnl_quote=Decimal('32.906800669918681023773388005793094635009765625'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 3.0041, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.209141934146169}, controller_id=None),\n ExecutorInfo(id='8V9cGMojSQ5HTwMwc8Dr5awhtBFh1ddoBQYtxkQpTszU', timestamp=1704419280000.0, type='dca_executor', close_timestamp=1704419640000.0, close_type=, status=, config=DCAExecutorConfig(id='8V9cGMojSQ5HTwMwc8Dr5awhtBFh1ddoBQYtxkQpTszU', type='dca_executor', timestamp=1704419280000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.010108200000000215138144798'), Decimal('3.016128416400000215568421088'), Decimal('3.034189065600000216859249956'), Decimal('3.040209282000000217289526246'), Decimal('3.055259823000000218365216970'), Decimal('3.070310364000000219440907694')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('-0.0068582201131117681569548949482850730419158935546875'), net_pnl_quote=Decimal('-3.47205557774036943641249308711849153041839599609375'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 3.0977, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.047923896417486}, controller_id=None),\n ExecutorInfo(id='ERhnEqELbFJBFHMCCSmAvbpixVWcsx1DESYgCgEEzuu7', timestamp=1704422820000.0, type='dca_executor', close_timestamp=1704422940000.0, close_type=, status=, config=DCAExecutorConfig(id='ERhnEqELbFJBFHMCCSmAvbpixVWcsx1DESYgCgEEzuu7', type='dca_executor', timestamp=1704422820000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.078330999999999797771911558'), Decimal('3.072174337999999798176367735'), Decimal('3.053704351999999799389736266'), Decimal('3.047547689999999799794192442'), Decimal('3.032156034999999800805332885'), Decimal('3.016764379999999801816473327')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0886, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.078331}, controller_id=None),\n ExecutorInfo(id='8pGwy1m3MstZSmMHNQHsbqdWkQYRGDYWWkDJefzXQE9q', timestamp=1704423240000.0, type='dca_executor', close_timestamp=1704423360000.0, close_type=, status=, config=DCAExecutorConfig(id='8pGwy1m3MstZSmMHNQHsbqdWkQYRGDYWWkDJefzXQE9q', type='dca_executor', timestamp=1704423240000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000005'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.082352400000000045693757110'), Decimal('3.088517104800000045785144624'), Decimal('3.107011219200000046059307167'), Decimal('3.113175924000000046150694681'), Decimal('3.128587686000000046379163467'), Decimal('3.143999448000000046607632252')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0689, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.0823524}, controller_id=None),\n ExecutorInfo(id='JA3Xwcum9oY2azFwE7GT28WviVCP7CJfuNhmhGkvq36R', timestamp=1704423420000.0, type='dca_executor', close_timestamp=1704423540000.0, close_type=, status=, config=DCAExecutorConfig(id='JA3Xwcum9oY2azFwE7GT28WviVCP7CJfuNhmhGkvq36R', type='dca_executor', timestamp=1704423420000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047617'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.075037800000000183814434505'), Decimal('3.081187875600000184182063374'), Decimal('3.099638102400000185284949981'), Decimal('3.105788178000000185652578850'), Decimal('3.121163367000000186571651023'), Decimal('3.136538556000000187490723195')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 3.0732, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.0750378}, controller_id=None),\n ExecutorInfo(id='CWJPgeLupjVB4WJzaBqyKHVXQLbktTC5E6c9ZUF4z1pq', timestamp=1704423600000.0, type='dca_executor', close_timestamp=1704464400000.0, close_type=, status=, config=DCAExecutorConfig(id='CWJPgeLupjVB4WJzaBqyKHVXQLbktTC5E6c9ZUF4z1pq', type='dca_executor', timestamp=1704423600000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047623'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.078144000000000064204641602'), Decimal('3.084300288000000064333050885'), Decimal('3.102769152000000064718278735'), Decimal('3.108925440000000064846688018'), Decimal('3.124316160000000065167711226'), Decimal('3.139706880000000065488734434')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.034742183517674628256965974060221924446523189544677734375'), net_pnl_quote=Decimal('8.3281977060940040047398724709637463092803955078125'), cum_fees_quote=Decimal('0.1438285714285714167459673262783326208591461181640625'), filled_amount_quote=Decimal('239.71428571428572240620269440114498138427734375'), is_active=False, is_trading=False, custom_info={'close_price': 2.9949, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.099117448390942}, controller_id=None),\n ExecutorInfo(id='fGaMG4uC8dSbKRDVK9khkbKKFV8piL4u5NLYM84iSmJ', timestamp=1704423000000.0, type='dca_executor', close_timestamp=1704465300000.0, close_type=, status=, config=DCAExecutorConfig(id='fGaMG4uC8dSbKRDVK9khkbKKFV8piL4u5NLYM84iSmJ', type='dca_executor', timestamp=1704423000000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('3.075736200000000083548044871'), Decimal('3.069584727600000083380948781'), Decimal('3.051130310400000082879660512'), Decimal('3.044978838000000082712564422'), Decimal('3.029600157000000082294824198'), Decimal('3.014221476000000081877083974')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.02088586157362193329589672430302016437053680419921875'), net_pnl_quote=Decimal('-10.31214551076661933848299668170511722564697265625'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 2.9723, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 3.0373395558964655}, controller_id=None),\n ExecutorInfo(id='Ce6Bhfou2ThAeZCaN1XGYhsQgUYaMvTX8vVponKTUNLj', timestamp=1704468900000.0, type='dca_executor', close_timestamp=1704469020000.0, close_type=, status=, config=DCAExecutorConfig(id='Ce6Bhfou2ThAeZCaN1XGYhsQgUYaMvTX8vVponKTUNLj', type='dca_executor', timestamp=1704468900000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380950'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.964359399999999940310117796'), Decimal('2.958430681199999940429497560'), Decimal('2.940644524799999940787636854'), Decimal('2.934715805999999940907016618'), Decimal('2.919894008999999941205466029'), Decimal('2.905072211999999941503915440')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.9652, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.9643593999999998}, controller_id=None),\n ExecutorInfo(id='A6iftg1kz8GwN1WSmJRpKahG7YG1ua1pkYAFVJr6hGWP', timestamp=1704469080000.0, type='dca_executor', close_timestamp=1704469200000.0, close_type=, status=, config=DCAExecutorConfig(id='A6iftg1kz8GwN1WSmJRpKahG7YG1ua1pkYAFVJr6hGWP', type='dca_executor', timestamp=1704469080000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.960766599999999892799117107'), Decimal('2.954845066799999893013518873'), Decimal('2.937080467199999893656724170'), Decimal('2.931158933999999893871125936'), Decimal('2.916355100999999894407130350'), Decimal('2.901551267999999894943134765')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.9663, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.9607666}, controller_id=None),\n ExecutorInfo(id='7BnBih2a5oTG3yQSJw6TzTm1dYYqFTvdMFXggdqXNytU', timestamp=1704469260000.0, type='dca_executor', close_timestamp=1704469380000.0, close_type=, status=, config=DCAExecutorConfig(id='7BnBih2a5oTG3yQSJw6TzTm1dYYqFTvdMFXggdqXNytU', type='dca_executor', timestamp=1704469260000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571426'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.965157799999999852378999854'), Decimal('2.959227484399999852674241854'), Decimal('2.941436537599999853559967855'), Decimal('2.935506221999999853855209855'), Decimal('2.920680432999999854593314856'), Decimal('2.905854643999999855331419857')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.9705, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.9651578}, controller_id=None),\n ExecutorInfo(id='7g11a4r7RFRCBSDhLXCkz56qeivsKDyhQa743z8KVmo', timestamp=1704469440000.0, type='dca_executor', close_timestamp=1704469560000.0, close_type=, status=, config=DCAExecutorConfig(id='7g11a4r7RFRCBSDhLXCkz56qeivsKDyhQa743z8KVmo', type='dca_executor', timestamp=1704469440000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380950'), Decimal('70.85714285714285714285714285'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.947193800000000058025027838'), Decimal('2.941299412400000057908977782'), Decimal('2.923616249600000057560827615'), Decimal('2.917721862000000057444777560'), Decimal('2.902985893000000057154652420'), Decimal('2.888249924000000056864527281')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.9635, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.9471938}, controller_id=None),\n ExecutorInfo(id='4S9AuEjwY5M6Ap8PHX85UiHxJUuwCkqVnV7AqTA6LWru', timestamp=1704469620000.0, type='dca_executor', close_timestamp=1704469740000.0, close_type=, status=, config=DCAExecutorConfig(id='4S9AuEjwY5M6Ap8PHX85UiHxJUuwCkqVnV7AqTA6LWru', type='dca_executor', timestamp=1704469620000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.952982199999999863725454186'), Decimal('2.947076235599999863998003278'), Decimal('2.929358342399999864815650553'), Decimal('2.923452377999999865088199644'), Decimal('2.908687466999999865769572373'), Decimal('2.893922555999999866450945102')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.9688, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.9529821999999997}, controller_id=None),\n ExecutorInfo(id='9uURWtLRnUeTbuFPmirHBhQvjEPYjPZFz4XXEATZFtdm', timestamp=1704469800000.0, type='dca_executor', close_timestamp=1704469920000.0, close_type=, status=, config=DCAExecutorConfig(id='9uURWtLRnUeTbuFPmirHBhQvjEPYjPZFz4XXEATZFtdm', type='dca_executor', timestamp=1704469800000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.954579000000000131064249731'), Decimal('2.948669842000000130802121232'), Decimal('2.930942368000000130015735733'), Decimal('2.925033210000000129753607234'), Decimal('2.910260315000000129098285985'), Decimal('2.895487420000000128442964736')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.9605, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.9545790000000003}, controller_id=None),\n ExecutorInfo(id='5eFLc6iobJAB4Bsgst62XaNvU9qk2Cv4PT46FuoZ5Yo2', timestamp=1704469980000.0, type='dca_executor', close_timestamp=1704470100000.0, close_type=, status=, config=DCAExecutorConfig(id='5eFLc6iobJAB4Bsgst62XaNvU9qk2Cv4PT46FuoZ5Yo2', type='dca_executor', timestamp=1704469980000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714291'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.946195800000000167938925266'), Decimal('2.940303408400000167603047415'), Decimal('2.922626233600000166595413864'), Decimal('2.916733842000000166259536013'), Decimal('2.902002863000000165419841387'), Decimal('2.887271884000000164580146761')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.9482, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.9461958000000004}, controller_id=None),\n ExecutorInfo(id='Bv374hG8F2wZPtQtWC8mW9MRQmBKLRkTwGncnvCfu6Fs', timestamp=1704470160000.0, type='dca_executor', close_timestamp=1704470280000.0, close_type=, status=, config=DCAExecutorConfig(id='Bv374hG8F2wZPtQtWC8mW9MRQmBKLRkTwGncnvCfu6Fs', type='dca_executor', timestamp=1704470160000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714285'), Decimal('94.28571428571428571428571426'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.942303599999999931801578090'), Decimal('2.936418992799999931937974934'), Decimal('2.918765171199999932347165465'), Decimal('2.912880563999999932483562309'), Decimal('2.898169045999999932824554419'), Decimal('2.883457527999999933165546528')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.9605, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.9423036}, controller_id=None),\n ExecutorInfo(id='4ji5N3fikGpS38xe9CoTQppqwSSDH8rsihCBty2E65tx', timestamp=1704470340000.0, type='dca_executor', close_timestamp=1704470460000.0, close_type=, status=, config=DCAExecutorConfig(id='4ji5N3fikGpS38xe9CoTQppqwSSDH8rsihCBty2E65tx', type='dca_executor', timestamp=1704470340000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714290'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000001')], prices=[Decimal('2.958171800000000178575250420'), Decimal('2.952255456400000178218099919'), Decimal('2.934506425600000177146648417'), Decimal('2.928590082000000176789497916'), Decimal('2.913799223000000175896621664'), Decimal('2.899008364000000175003745412')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.9853, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.9581718}, controller_id=None),\n ExecutorInfo(id='2xM6HRJTkLUBR3s352rnmSe6Nk5wYRiLU5hxwJfoSK1o', timestamp=1704464400000.0, type='dca_executor', close_timestamp=1704474300000.0, close_type=, status=, config=DCAExecutorConfig(id='2xM6HRJTkLUBR3s352rnmSe6Nk5wYRiLU5hxwJfoSK1o', type='dca_executor', timestamp=1704464400000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('3.000889799999999895466006038'), Decimal('3.006891579599999895256938050'), Decimal('3.024896918399999894629734086'), Decimal('3.030898697999999894420666098'), Decimal('3.045903146999999893897996129'), Decimal('3.060907595999999893375326159')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.036492954001594364588090257939256844110786914825439453125'), net_pnl_quote=Decimal('2.6101150909711776648691738955676555633544921875'), cum_fees_quote=Decimal('0.0429142857142857103713851074644480831921100616455078125'), filled_amount_quote=Decimal('71.5238095238095183958648703992366790771484375'), is_active=False, is_trading=False, custom_info={'close_price': 2.899, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 3.0048936503057257}, controller_id=None),\n ExecutorInfo(id='BGaP2V7nznqr4czBcNBCsZqqqd74pjqfXt1aPtBWkEgV', timestamp=1704470520000.0, type='dca_executor', close_timestamp=1704474480000.0, close_type=, status=, config=DCAExecutorConfig(id='BGaP2V7nznqr4czBcNBCsZqqqd74pjqfXt1aPtBWkEgV', type='dca_executor', timestamp=1704470520000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380950'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619047'), Decimal('139.9999999999999999999999999')], prices=[Decimal('2.976235600000000183538348408'), Decimal('2.970283128800000183171271711'), Decimal('2.952425715200000182070041621'), Decimal('2.946473244000000181702964924'), Decimal('2.931592066000000180785273182'), Decimal('2.916710888000000179867581440')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.0121839387249758727971293836844779434613883495330810546875'), net_pnl_quote=Decimal('-6.0156746985672544525414195959456264972686767578125'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 2.8949, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.93908109399865}, controller_id=None),\n ExecutorInfo(id='94XYuwV5RtrPedXRPmejAtAQWK3mx4g4krDznR1oMHi6', timestamp=1704478080000.0, type='dca_executor', close_timestamp=1704478200000.0, close_type=, status=, config=DCAExecutorConfig(id='94XYuwV5RtrPedXRPmejAtAQWK3mx4g4krDznR1oMHi6', type='dca_executor', timestamp=1704478080000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.921345600000000023988266928'), Decimal('2.915502908800000023940290394'), Decimal('2.897974835200000023796360793'), Decimal('2.892132144000000023748384259'), Decimal('2.877525416000000023628442924'), Decimal('2.862918688000000023508501589')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.9239, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.9213456}, controller_id=None),\n ExecutorInfo(id='EhPNQhBgD9qFTXkNpGidPkFrcSijs42sNjni8ENE1jxv', timestamp=1704478260000.0, type='dca_executor', close_timestamp=1704478380000.0, close_type=, status=, config=DCAExecutorConfig(id='EhPNQhBgD9qFTXkNpGidPkFrcSijs42sNjni8ENE1jxv', type='dca_executor', timestamp=1704478260000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571433'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.920148000000000155884943842'), Decimal('2.914307704000000155573173954'), Decimal('2.896786816000000154637864291'), Decimal('2.890946520000000154326094404'), Decimal('2.876345780000000153546669684'), Decimal('2.861745040000000152767244965')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.9285, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.920148}, controller_id=None),\n ExecutorInfo(id='EpMSPThyAxpHRwmT8SuJUrMJEvoFqjahNMn3gPcRr698', timestamp=1704478440000.0, type='dca_executor', close_timestamp=1704478560000.0, close_type=, status=, config=DCAExecutorConfig(id='EpMSPThyAxpHRwmT8SuJUrMJEvoFqjahNMn3gPcRr698', type='dca_executor', timestamp=1704478440000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.926834600000000084263378219'), Decimal('2.920980930800000084094851463'), Decimal('2.903419923200000083589271193'), Decimal('2.897566254000000083420744437'), Decimal('2.882932081000000082999427546'), Decimal('2.868297908000000082578110655')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.9303, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.9268346000000003}, controller_id=None),\n ExecutorInfo(id='9BtHjkc39WSYdynXZzwo2rT7wwsRDum3z59PF9oHyUiq', timestamp=1704478620000.0, type='dca_executor', close_timestamp=1704478740000.0, close_type=, status=, config=DCAExecutorConfig(id='9BtHjkc39WSYdynXZzwo2rT7wwsRDum3z59PF9oHyUiq', type='dca_executor', timestamp=1704478620000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571433'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.921545200000000002005487443'), Decimal('2.915702109600000002001476468'), Decimal('2.898172838400000001989443543'), Decimal('2.892329748000000001985432569'), Decimal('2.877722022000000001975405131'), Decimal('2.863114296000000001965377694')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.9219, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.9215452}, controller_id=None),\n ExecutorInfo(id='32PF8nTXMJ1rkcpfL4WYVNDyQh1nQdQdRbsSGxGAouxP', timestamp=1704478800000.0, type='dca_executor', close_timestamp=1704498960000.0, close_type=, status=, config=DCAExecutorConfig(id='32PF8nTXMJ1rkcpfL4WYVNDyQh1nQdQdRbsSGxGAouxP', type='dca_executor', timestamp=1704478800000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.913561199999999994914604007'), Decimal('2.907734077599999994924774799'), Decimal('2.890252710399999994955287175'), Decimal('2.884425587999999994965457967'), Decimal('2.869857781999999994990884947'), Decimal('2.855289975999999995016311927')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.03178415474597177936555425503684091381728649139404296875'), net_pnl_quote=Decimal('11.243266358592922671277847257442772388458251953125'), cum_fees_quote=Decimal('0.212242857142857122010326520467060618102550506591796875'), filled_amount_quote=Decimal('353.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 2.9731, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.885856188319984}, controller_id=None),\n ExecutorInfo(id='3bqrFYQGxqtbsAzdoN8Aut84PNjNg1jAfMQ3d8MFwgiy', timestamp=1704498960000.0, type='dca_executor', close_timestamp=1704499080000.0, close_type=, status=, config=DCAExecutorConfig(id='3bqrFYQGxqtbsAzdoN8Aut84PNjNg1jAfMQ3d8MFwgiy', type='dca_executor', timestamp=1704498960000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.967153800000000075752236428'), Decimal('2.961219492400000075600731955'), Decimal('2.943416569600000075146218537'), Decimal('2.937482262000000074994714064'), Decimal('2.922646493000000074615952882'), Decimal('2.907810724000000074237191699')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.9773, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.9671538}, controller_id=None),\n ExecutorInfo(id='94M3BE3Ci45ZePH5jWZgbwdEg7BNw3eqWTYcZZGG1GsQ', timestamp=1704499140000.0, type='dca_executor', close_timestamp=1704504000000.0, close_type=, status=, config=DCAExecutorConfig(id='94M3BE3Ci45ZePH5jWZgbwdEg7BNw3eqWTYcZZGG1GsQ', type='dca_executor', timestamp=1704499140000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.975137800000000082843119864'), Decimal('2.969187524400000082677433624'), Decimal('2.951336697600000082180374905'), Decimal('2.945386422000000082014688665'), Decimal('2.930510733000000081600473066'), Decimal('2.915635044000000081186257467')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.0156901973586849215192007278574237716384232044219970703125'), net_pnl_quote=Decimal('-7.7468481577868857357316301204264163970947265625'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 2.8906, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.937996998631673}, controller_id=None),\n ExecutorInfo(id='8v4XLKD2RCRC6VFiRn3354Gr8PDZaoynzFBmc6HEuGR1', timestamp=1704507600000.0, type='dca_executor', close_timestamp=1704507720000.0, close_type=, status=, config=DCAExecutorConfig(id='8v4XLKD2RCRC6VFiRn3354Gr8PDZaoynzFBmc6HEuGR1', type='dca_executor', timestamp=1704507600000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714291'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.859070399999999791398963556'), Decimal('2.853352259199999791816165629'), Decimal('2.836197836799999793067771848'), Decimal('2.830479695999999793484973920'), Decimal('2.816184343999999794527979103'), Decimal('2.801888991999999795570984285')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8715, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8590704}, controller_id=None),\n ExecutorInfo(id='31jaDzZHoPchfBxNw9mTZTScdgSbG8Pzz4rU1z4RSoH7', timestamp=1704507780000.0, type='dca_executor', close_timestamp=1704507900000.0, close_type=, status=, config=DCAExecutorConfig(id='31jaDzZHoPchfBxNw9mTZTScdgSbG8Pzz4rU1z4RSoH7', type='dca_executor', timestamp=1704507780000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.869449599999999977897524595'), Decimal('2.863710700799999977941729546'), Decimal('2.846494003199999978074344398'), Decimal('2.840755103999999978118549349'), Decimal('2.826407855999999978229061726'), Decimal('2.812060607999999978339574103')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8844, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8694496}, controller_id=None),\n ExecutorInfo(id='3SKjPgfK5PhWjBtJeTMHJLk7Wsc1aYqrUNPZGSHDMKbQ', timestamp=1704507960000.0, type='dca_executor', close_timestamp=1704508080000.0, close_type=, status=, config=DCAExecutorConfig(id='3SKjPgfK5PhWjBtJeTMHJLk7Wsc1aYqrUNPZGSHDMKbQ', type='dca_executor', timestamp=1704507960000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380950'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571425'), Decimal('117.2619047619047619047619047'), Decimal('139.9999999999999999999999999')], prices=[Decimal('2.881824799999999944568290777'), Decimal('2.876061150399999944679154195'), Decimal('2.858770201599999945011744451'), Decimal('2.853006551999999945122607869'), Decimal('2.838597427999999945399766415'), Decimal('2.824188303999999945676924961')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8896, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8818248}, controller_id=None),\n ExecutorInfo(id='2tqxuywFsCfiEFCuKbwhPggaVu5BcXRrhCFjVasYU6kG', timestamp=1704508140000.0, type='dca_executor', close_timestamp=1704508260000.0, close_type=, status=, config=DCAExecutorConfig(id='2tqxuywFsCfiEFCuKbwhPggaVu5BcXRrhCFjVasYU6kG', type='dca_executor', timestamp=1704508140000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.882623199999999856637172835'), Decimal('2.876857953599999856923898489'), Decimal('2.859562214399999857784075452'), Decimal('2.853796967999999858070801107'), Decimal('2.839383851999999858787615242'), Decimal('2.824970735999999859504429378')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8932, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8826232}, controller_id=None),\n ExecutorInfo(id='3Fe6d3wnCU6eoqMrVvFnwrDaVRxm5uLxoBQbG1tMPygN', timestamp=1704508320000.0, type='dca_executor', close_timestamp=1704508440000.0, close_type=, status=, config=DCAExecutorConfig(id='3Fe6d3wnCU6eoqMrVvFnwrDaVRxm5uLxoBQbG1tMPygN', type='dca_executor', timestamp=1704508320000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.888910599999999828981166183'), Decimal('2.883132778799999829323203851'), Decimal('2.865799315199999830349316854'), Decimal('2.860021493999999830691354521'), Decimal('2.845576940999999831546448690'), Decimal('2.831132387999999832401542859')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8947, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8889106}, controller_id=None),\n ExecutorInfo(id='HoWXibemEGgsRNVZisx8e6d1JEDUXAV911sf3CemmHuX', timestamp=1704508500000.0, type='dca_executor', close_timestamp=1704508620000.0, close_type=, status=, config=DCAExecutorConfig(id='HoWXibemEGgsRNVZisx8e6d1JEDUXAV911sf3CemmHuX', type='dca_executor', timestamp=1704508500000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.888910599999999828981166183'), Decimal('2.883132778799999829323203851'), Decimal('2.865799315199999830349316854'), Decimal('2.860021493999999830691354521'), Decimal('2.845576940999999831546448690'), Decimal('2.831132387999999832401542859')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.901, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8889106}, controller_id=None),\n ExecutorInfo(id='AgwR8BW9EWNA75aLQiNCemWxcX6o2WXjhvHz2gvSKyDn', timestamp=1704508680000.0, type='dca_executor', close_timestamp=1704508800000.0, close_type=, status=, config=DCAExecutorConfig(id='AgwR8BW9EWNA75aLQiNCemWxcX6o2WXjhvHz2gvSKyDn', type='dca_executor', timestamp=1704508680000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.892503399999999876492166873'), Decimal('2.886718393199999876739182539'), Decimal('2.869363372799999877480229538'), Decimal('2.863578365999999877727245204'), Decimal('2.849115848999999878344784370'), Decimal('2.834653331999999878962323536')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8951, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8925034}, controller_id=None),\n ExecutorInfo(id='49SjdbWJUSJ18c4Ng6xu2SWrRGMS5nLzhwAmfT7rhQQo', timestamp=1704508860000.0, type='dca_executor', close_timestamp=1704508980000.0, close_type=, status=, config=DCAExecutorConfig(id='49SjdbWJUSJ18c4Ng6xu2SWrRGMS5nLzhwAmfT7rhQQo', type='dca_executor', timestamp=1704508860000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.875337799999999994207076914'), Decimal('2.869587124399999994218662760'), Decimal('2.852335097599999994253420299'), Decimal('2.846584421999999994265006145'), Decimal('2.832207732999999994293970760'), Decimal('2.817831043999999994322935376')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8831, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8753378}, controller_id=None),\n ExecutorInfo(id='81uzWMXDdYMgQabsFp4WNAPJ9Tc29QKhUwq6C2pYXFVm', timestamp=1704509040000.0, type='dca_executor', close_timestamp=1704509160000.0, close_type=, status=, config=DCAExecutorConfig(id='81uzWMXDdYMgQabsFp4WNAPJ9Tc29QKhUwq6C2pYXFVm', type='dca_executor', timestamp=1704509040000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.877333800000000217580313489'), Decimal('2.871579132400000217145152862'), Decimal('2.854315129600000215839670981'), Decimal('2.848560462000000215404510354'), Decimal('2.834173793000000214316608787'), Decimal('2.819787124000000213228707219')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8921, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8773338}, controller_id=None),\n ExecutorInfo(id='FxZB9vq81VqhVrrCMgjH2p3MRwRkm283fsAWsZ6BuTjb', timestamp=1704509220000.0, type='dca_executor', close_timestamp=1704509340000.0, close_type=, status=, config=DCAExecutorConfig(id='FxZB9vq81VqhVrrCMgjH2p3MRwRkm283fsAWsZ6BuTjb', type='dca_executor', timestamp=1704509220000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.878032399999999919040069574'), Decimal('2.872276335199999919201989435'), Decimal('2.855008140799999919687749017'), Decimal('2.849252075999999919849668878'), Decimal('2.834861913999999920254468530'), Decimal('2.820471751999999920659268183')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8821, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8780324}, controller_id=None),\n ExecutorInfo(id='FqtfgYCmg5x4inYLmCHbkSZqQ346Ery5H2hFFV6sc8wQ', timestamp=1704509400000.0, type='dca_executor', close_timestamp=1704509520000.0, close_type=, status=, config=DCAExecutorConfig(id='FqtfgYCmg5x4inYLmCHbkSZqQ346Ery5H2hFFV6sc8wQ', type='dca_executor', timestamp=1704509400000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.876435600000000094902305459'), Decimal('2.870682728800000094712500848'), Decimal('2.853424115200000094143087015'), Decimal('2.847671244000000093953282404'), Decimal('2.833289066000000093478770877'), Decimal('2.818906888000000093004259350')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8822, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8764356}, controller_id=None),\n ExecutorInfo(id='Hr668z3eYaHgvdA6FmQLJ5V2oZXzTU6tU6nTmR5TMJQv', timestamp=1704509580000.0, type='dca_executor', close_timestamp=1704509700000.0, close_type=, status=, config=DCAExecutorConfig(id='Hr668z3eYaHgvdA6FmQLJ5V2oZXzTU6tU6nTmR5TMJQv', type='dca_executor', timestamp=1704509580000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.876435600000000094902305459'), Decimal('2.870682728800000094712500848'), Decimal('2.853424115200000094143087015'), Decimal('2.847671244000000093953282404'), Decimal('2.833289066000000093478770877'), Decimal('2.818906888000000093004259350')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8857, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8764356}, controller_id=None),\n ExecutorInfo(id='G6L3bjAnFMmYQ6M418oHp9dqXrskNVKdEiua6mmpHTZQ', timestamp=1704509760000.0, type='dca_executor', close_timestamp=1704509880000.0, close_type=, status=, config=DCAExecutorConfig(id='G6L3bjAnFMmYQ6M418oHp9dqXrskNVKdEiua6mmpHTZQ', type='dca_executor', timestamp=1704509760000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571427'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.874639199999999849546289399'), Decimal('2.868889921599999849847196820'), Decimal('2.851642086399999850749919084'), Decimal('2.845892807999999851050826505'), Decimal('2.831519611999999851803095058'), Decimal('2.817146415999999852555363611')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8833, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8746392}, controller_id=None),\n ExecutorInfo(id='7jfGV8kfxiS5FM3HG1FgzaF68mEG8mkHjQk2NvuytsY9', timestamp=1704509940000.0, type='dca_executor', close_timestamp=1704510060000.0, close_type=, status=, config=DCAExecutorConfig(id='7jfGV8kfxiS5FM3HG1FgzaF68mEG8mkHjQk2NvuytsY9', type='dca_executor', timestamp=1704509940000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.872244000000000113339643226'), Decimal('2.866499512000000113112963940'), Decimal('2.849266048000000112432926080'), Decimal('2.843521560000000112206246794'), Decimal('2.829160340000000111639548578'), Decimal('2.814799120000000111072850361')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8799, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8722440000000002}, controller_id=None),\n ExecutorInfo(id='CQjaXT8ekhH5Lcx4XutaGs8nT2hiiyfXsZqeHu8ErSeg', timestamp=1704510120000.0, type='dca_executor', close_timestamp=1704510240000.0, close_type=, status=, config=DCAExecutorConfig(id='CQjaXT8ekhH5Lcx4XutaGs8nT2hiiyfXsZqeHu8ErSeg', type='dca_executor', timestamp=1704510120000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.875437600000000204816202887'), Decimal('2.869686724800000204406570481'), Decimal('2.852434099200000203177673264'), Decimal('2.846683224000000202768040858'), Decimal('2.832306036000000201743959844'), Decimal('2.817928848000000200719878829')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8761, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8754376}, controller_id=None),\n ExecutorInfo(id='Co38LJy4QbZ9gHwLzy2HieuWs8EoHaLX14vwzcPJkca6', timestamp=1704510300000.0, type='dca_executor', close_timestamp=1704510420000.0, close_type=, status=, config=DCAExecutorConfig(id='Co38LJy4QbZ9gHwLzy2HieuWs8EoHaLX14vwzcPJkca6', type='dca_executor', timestamp=1704510300000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714290'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.870347800000000100575532625'), Decimal('2.864607104400000100374381560'), Decimal('2.847385017600000099770928364'), Decimal('2.841644322000000099569777299'), Decimal('2.827292583000000099066899636'), Decimal('2.812940844000000098564021972')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.886, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8703478000000002}, controller_id=None),\n ExecutorInfo(id='H1w4UgkSprGQyJcAN8uZGrXSPE5ENVgrmukfVeww9hof', timestamp=1704510480000.0, type='dca_executor', close_timestamp=1704510600000.0, close_type=, status=, config=DCAExecutorConfig(id='H1w4UgkSprGQyJcAN8uZGrXSPE5ENVgrmukfVeww9hof', type='dca_executor', timestamp=1704510480000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.880228000000000120430526662'), Decimal('2.874467544000000120189665609'), Decimal('2.857186176000000119467082449'), Decimal('2.851425720000000119226221395'), Decimal('2.837024580000000118624068762'), Decimal('2.822623440000000118021916129')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.881, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8802280000000002}, controller_id=None),\n ExecutorInfo(id='8WCztfAYL7DvhJvbbK6JvgPPcaPJVm6npwq3dpoyc2Sj', timestamp=1704510660000.0, type='dca_executor', close_timestamp=1704510780000.0, close_type=, status=, config=DCAExecutorConfig(id='8WCztfAYL7DvhJvbbK6JvgPPcaPJVm6npwq3dpoyc2Sj', type='dca_executor', timestamp=1704510660000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.875237999999999783597950942'), Decimal('2.869487523999999784030755040'), Decimal('2.852236095999999785329167334'), Decimal('2.846485619999999785761971433'), Decimal('2.832109429999999786843981678'), Decimal('2.817733239999999787925991923')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8809, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.875238}, controller_id=None),\n ExecutorInfo(id='9WP5uBD17D5HusaERkEcLuN49FmqhqEeStdYYuumJ7Sp', timestamp=1704510840000.0, type='dca_executor', close_timestamp=1704510960000.0, close_type=, status=, config=DCAExecutorConfig(id='9WP5uBD17D5HusaERkEcLuN49FmqhqEeStdYYuumJ7Sp', type='dca_executor', timestamp=1704510840000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.873042400000000025408525284'), Decimal('2.867296315200000025357708233'), Decimal('2.850058060800000025205257082'), Decimal('2.844311976000000025154440031'), Decimal('2.829946764000000025027397405'), Decimal('2.815581552000000024900354778')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8788, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8730424}, controller_id=None),\n ExecutorInfo(id='E6vrH1Ue6wqaAwduKo57TWNh3BERRe5ayuvcnprAmbZe', timestamp=1704511020000.0, type='dca_executor', close_timestamp=1704511140000.0, close_type=, status=, config=DCAExecutorConfig(id='E6vrH1Ue6wqaAwduKo57TWNh3BERRe5ayuvcnprAmbZe', type='dca_executor', timestamp=1704511020000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714291'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.877832799999999941022849059'), Decimal('2.872077134399999941140803361'), Decimal('2.854810137599999941494666267'), Decimal('2.849054471999999941612620568'), Decimal('2.834665307999999941907506323'), Decimal('2.820276143999999942202392078')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8882, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8778327999999997}, controller_id=None),\n ExecutorInfo(id='DzrbuxQbKhATe5THNeHRdGqHecnAy8ufG1Khm7g5EKZi', timestamp=1704511200000.0, type='dca_executor', close_timestamp=1704511320000.0, close_type=, status=, config=DCAExecutorConfig(id='DzrbuxQbKhATe5THNeHRdGqHecnAy8ufG1Khm7g5EKZi', type='dca_executor', timestamp=1704511200000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714290'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.883521399999999979315180865'), Decimal('2.877754357199999979356550503'), Decimal('2.860453228799999979480659418'), Decimal('2.854686185999999979522029056'), Decimal('2.840268578999999979625453152'), Decimal('2.825850971999999979728877248')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8893, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8835214}, controller_id=None),\n ExecutorInfo(id='AACtC1s99b4jubwNp7XL3NuEh3buYkFCjuaHnqrg989h', timestamp=1704511380000.0, type='dca_executor', close_timestamp=1704511500000.0, close_type=, status=, config=DCAExecutorConfig(id='AACtC1s99b4jubwNp7XL3NuEh3buYkFCjuaHnqrg989h', type='dca_executor', timestamp=1704511380000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714290'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.883521399999999979315180865'), Decimal('2.877754357199999979356550503'), Decimal('2.860453228799999979480659418'), Decimal('2.854686185999999979522029056'), Decimal('2.840268578999999979625453152'), Decimal('2.825850971999999979728877248')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.891, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8835214}, controller_id=None),\n ExecutorInfo(id='9fbsMxc2inLGBrjs6VuSZKX1g68b5TwPbGaUmTzNQH5P', timestamp=1704511560000.0, type='dca_executor', close_timestamp=1704511680000.0, close_type=, status=, config=DCAExecutorConfig(id='9fbsMxc2inLGBrjs6VuSZKX1g68b5TwPbGaUmTzNQH5P', type='dca_executor', timestamp=1704511560000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571425'), Decimal('117.2619047619047619047619048'), Decimal('139.9999999999999999999999999')], prices=[Decimal('2.885218000000000014062070952'), Decimal('2.879447564000000014033946810'), Decimal('2.862136256000000013949574384'), Decimal('2.856365820000000013921450242'), Decimal('2.841939730000000013851139888'), Decimal('2.827513640000000013780829533')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8892, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.885218}, controller_id=None),\n ExecutorInfo(id='6nb8wkx9efmhy98c4QcN9VrA3b6NrWtmXQScP6HH83PV', timestamp=1704511740000.0, type='dca_executor', close_timestamp=1704511860000.0, close_type=, status=, config=DCAExecutorConfig(id='6nb8wkx9efmhy98c4QcN9VrA3b6NrWtmXQScP6HH83PV', type='dca_executor', timestamp=1704511740000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.883421600000000211907086323'), Decimal('2.877654756800000211483272150'), Decimal('2.860354227200000210211829632'), Decimal('2.854587384000000209788015460'), Decimal('2.840170276000000208728480028'), Decimal('2.825753168000000207668944597')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8838, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8834216}, controller_id=None),\n ExecutorInfo(id='H6kJWSbZdTWbgNNXX55xJuEhixxw6akt1j2KFY9oWiHa', timestamp=1704511920000.0, type='dca_executor', close_timestamp=1704512040000.0, close_type=, status=, config=DCAExecutorConfig(id='H6kJWSbZdTWbgNNXX55xJuEhixxw6akt1j2KFY9oWiHa', type='dca_executor', timestamp=1704511920000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.881226000000000010516629234'), Decimal('2.875463548000000010495595976'), Decimal('2.858176192000000010432496200'), Decimal('2.852413740000000010411462942'), Decimal('2.838007610000000010358879795'), Decimal('2.823601480000000010306296649')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8892, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.881226}, controller_id=None),\n ExecutorInfo(id='6A9ogcXJN7UsDq2S68Qx3zRBycHM5PVLnxCYWYaGWjjx', timestamp=1704512100000.0, type='dca_executor', close_timestamp=1704512220000.0, close_type=, status=, config=DCAExecutorConfig(id='6A9ogcXJN7UsDq2S68Qx3zRBycHM5PVLnxCYWYaGWjjx', type='dca_executor', timestamp=1704512100000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.885417599999999992079291467'), Decimal('2.879646764799999992095132884'), Decimal('2.862334259199999992142657135'), Decimal('2.856563423999999992158498552'), Decimal('2.842136335999999992198102095'), Decimal('2.827709247999999992237705638')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.892, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8854176}, controller_id=None),\n ExecutorInfo(id='Fs2o2nMWxsvHdgQ9jAsvzahFCXYM69BhKEXHG1xo7aPS', timestamp=1704512280000.0, type='dca_executor', close_timestamp=1704512400000.0, close_type=, status=, config=DCAExecutorConfig(id='Fs2o2nMWxsvHdgQ9jAsvzahFCXYM69BhKEXHG1xo7aPS', type='dca_executor', timestamp=1704512280000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000001')], prices=[Decimal('2.894998399999999823307939018'), Decimal('2.889208403199999823661323140'), Decimal('2.871838412799999824721475506'), Decimal('2.866048415999999825074859628'), Decimal('2.851573423999999825958319933'), Decimal('2.837098431999999826841780238')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8997, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8949984}, controller_id=None),\n ExecutorInfo(id='7nZu1mvTnSDCDoffZAfgnPVT8dsphaaPovjgb3kn4uZd', timestamp=1704512460000.0, type='dca_executor', close_timestamp=1704512580000.0, close_type=, status=, config=DCAExecutorConfig(id='7nZu1mvTnSDCDoffZAfgnPVT8dsphaaPovjgb3kn4uZd', type='dca_executor', timestamp=1704512460000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380950'), Decimal('70.85714285714285714285714285'), Decimal('94.28571428571428571428571427'), Decimal('117.2619047619047619047619047'), Decimal('139.9999999999999999999999999')], prices=[Decimal('2.885118199999999803452944980'), Decimal('2.879347963599999803846039090'), Decimal('2.862037254399999805025321420'), Decimal('2.856267017999999805418415530'), Decimal('2.841841426999999806401150805'), Decimal('2.827415835999999807383886080')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8865, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8851182}, controller_id=None),\n ExecutorInfo(id='DJF2PePDjCRGsrhuQepZcr4uHBXe8CLimhtgo7AbyNEd', timestamp=1704512640000.0, type='dca_executor', close_timestamp=1704512760000.0, close_type=, status=, config=DCAExecutorConfig(id='DJF2PePDjCRGsrhuQepZcr4uHBXe8CLimhtgo7AbyNEd', type='dca_executor', timestamp=1704512640000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571427'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.879429600000000208361644605'), Decimal('2.873670740800000207944921316'), Decimal('2.856394163200000206694751448'), Decimal('2.850635304000000206278028159'), Decimal('2.836238156000000205236219936'), Decimal('2.821841008000000204194411713')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.884, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8794296000000004}, controller_id=None),\n ExecutorInfo(id='552gmKn12YHA96aUHN8Bt1rw84SnYdBupRjpHjja9zWB', timestamp=1704474300000.0, type='dca_executor', close_timestamp=1704516000000.0, close_type=, status=, config=DCAExecutorConfig(id='552gmKn12YHA96aUHN8Bt1rw84SnYdBupRjpHjja9zWB', type='dca_executor', timestamp=1704474300000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.904798000000000021479609756'), Decimal('2.910607596000000021522568976'), Decimal('2.928036384000000021651446634'), Decimal('2.933845980000000021694405854'), Decimal('2.948369970000000021801803902'), Decimal('2.962893960000000021909201951')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.0333493407592587443044607198316953144967555999755859375'), net_pnl_quote=Decimal('16.883500775336159449580009095370769500732421875'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 2.8453, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.9412906946221136}, controller_id=None),\n ExecutorInfo(id='9UEiLyWHCcKvxaYnmdJ3TcJUEMyqvNCtJE7R8gmxostL', timestamp=1704516000000.0, type='dca_executor', close_timestamp=1704516120000.0, close_type=, status=, config=DCAExecutorConfig(id='9UEiLyWHCcKvxaYnmdJ3TcJUEMyqvNCtJE7R8gmxostL', type='dca_executor', timestamp=1704516000000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428574'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.850990599999999940313498424'), Decimal('2.856692581199999940194125421'), Decimal('2.873798524799999939836006411'), Decimal('2.879500505999999939716633408'), Decimal('2.893755458999999939418200900'), Decimal('2.908010411999999939119768392')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8481, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.8509906}, controller_id=None),\n ExecutorInfo(id='DgVWvLuCCJAVNsUopnbsw25Xh4aiEh4abWEfSMy4SQfo', timestamp=1704516180000.0, type='dca_executor', close_timestamp=1704516300000.0, close_type=, status=, config=DCAExecutorConfig(id='DgVWvLuCCJAVNsUopnbsw25Xh4aiEh4abWEfSMy4SQfo', type='dca_executor', timestamp=1704516180000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047624'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.853796200000000076298704853'), Decimal('2.859503792400000076451302263'), Decimal('2.876626569600000076909094492'), Decimal('2.882334162000000077061691902'), Decimal('2.896603143000000077443185426'), Decimal('2.910872124000000077824678950')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8266, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.8537962}, controller_id=None),\n ExecutorInfo(id='CccHSJj3AiLMBRrgem2KoCvVkaPTLyujUZHzvULJjyoM', timestamp=1704516360000.0, type='dca_executor', close_timestamp=1704516480000.0, close_type=, status=, config=DCAExecutorConfig(id='CccHSJj3AiLMBRrgem2KoCvVkaPTLyujUZHzvULJjyoM', type='dca_executor', timestamp=1704516360000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.832854399999999935328998112'), Decimal('2.838520108799999935199656108'), Decimal('2.855517235199999934811630097'), Decimal('2.861182943999999934682288093'), Decimal('2.875347215999999934358933084'), Decimal('2.889511487999999934035578074')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8239, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.8328544}, controller_id=None),\n ExecutorInfo(id='9q1vAc4dwtuLk2n3Q7CFAVH8ARXkg5ts9w8qYJheoBMi', timestamp=1704512820000.0, type='dca_executor', close_timestamp=1704517680000.0, close_type=, status=, config=DCAExecutorConfig(id='9q1vAc4dwtuLk2n3Q7CFAVH8ARXkg5ts9w8qYJheoBMi', type='dca_executor', timestamp=1704512820000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.872244000000000113339643226'), Decimal('2.866499512000000113112963940'), Decimal('2.849266048000000112432926080'), Decimal('2.843521560000000112206246794'), Decimal('2.829160340000000111639548578'), Decimal('2.814799120000000111072850361')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.0129355617171167218415472888182193855755031108856201171875'), net_pnl_quote=Decimal('-6.3867796030440349142054401454515755176544189453125'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 2.7926, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8363876965086563}, controller_id=None),\n ExecutorInfo(id='Qocc8fAshdXs5umDMqePYimF8d69dUB7LiY9fhGBmYY', timestamp=1704516540000.0, type='dca_executor', close_timestamp=1704523800000.0, close_type=, status=, config=DCAExecutorConfig(id='Qocc8fAshdXs5umDMqePYimF8d69dUB7LiY9fhGBmYY', type='dca_executor', timestamp=1704516540000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.829547800000000077009661147'), Decimal('2.835206895600000077163680469'), Decimal('2.852184182400000077625738436'), Decimal('2.857843278000000077779757758'), Decimal('2.871991017000000078164806064'), Decimal('2.886138756000000078549854370')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.033876152460347253025929603609256446361541748046875'), net_pnl_quote=Decimal('0.8065750585796964688967136680730618536472320556640625'), cum_fees_quote=Decimal('0.01428571428571428526821396332024960429407656192779541015625'), filled_amount_quote=Decimal('23.8095238095238102005168912000954151153564453125'), is_active=False, is_trading=False, custom_info={'close_price': 2.735, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.8295478000000003}, controller_id=None),\n ExecutorInfo(id='EEm3CjMa7AZ35UWr7LGg8dQbHQBVxPavEGM6xj293xQ1', timestamp=1704523800000.0, type='dca_executor', close_timestamp=1704523920000.0, close_type=, status=, config=DCAExecutorConfig(id='EEm3CjMa7AZ35UWr7LGg8dQbHQBVxPavEGM6xj293xQ1', type='dca_executor', timestamp=1704523800000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.740469999999999875520198532'), Decimal('2.745950939999999875271238929'), Decimal('2.762393759999999874524360120'), Decimal('2.767874699999999874275400517'), Decimal('2.781577049999999873653001510'), Decimal('2.795279399999999873030602503')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.739, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7404699999999997}, controller_id=None),\n ExecutorInfo(id='5ik72Z7zVMVvAhGbMz7DFRTRWonPG5UgPe4EighSXuBM', timestamp=1704521280000.0, type='dca_executor', close_timestamp=1704524100000.0, close_type=, status=, config=DCAExecutorConfig(id='5ik72Z7zVMVvAhGbMz7DFRTRWonPG5UgPe4EighSXuBM', type='dca_executor', timestamp=1704521280000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.785617599999999903443248517'), Decimal('2.780046364799999903636362020'), Decimal('2.763332659199999904215702529'), Decimal('2.757761423999999904408816032'), Decimal('2.743833335999999904891599789'), Decimal('2.729905247999999905374383547')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.01225597852579453882204685299939228571020066738128662109375'), net_pnl_quote=Decimal('-6.051243492604793772215998615138232707977294921875'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 2.7072, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7508427166417513}, controller_id=None),\n ExecutorInfo(id='FhLrAeRpUbMyRb4ZApHHF2EFiHvcuZro3pHDheDudKKW', timestamp=1704523980000.0, type='dca_executor', close_timestamp=1704524100000.0, close_type=, status=, config=DCAExecutorConfig(id='FhLrAeRpUbMyRb4ZApHHF2EFiHvcuZro3pHDheDudKKW', type='dca_executor', timestamp=1704523980000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.754798599999999854873843074'), Decimal('2.760308197199999854583590760'), Decimal('2.776836988799999853712833819'), Decimal('2.782346585999999853422581505'), Decimal('2.796120578999999852696950720'), Decimal('2.809894571999999851971319935')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7072, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7547986}, controller_id=None),\n ExecutorInfo(id='2bMcEvTC4RqovEkKpyyz18grzpYQUq4URLdAKMhUBJFs', timestamp=1704527700000.0, type='dca_executor', close_timestamp=1704527820000.0, close_type=, status=, config=DCAExecutorConfig(id='2bMcEvTC4RqovEkKpyyz18grzpYQUq4URLdAKMhUBJFs', type='dca_executor', timestamp=1704527700000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714290'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.758072799999999834659597520'), Decimal('2.752556654399999834990278325'), Decimal('2.736008217599999835982320740'), Decimal('2.730492071999999836313001545'), Decimal('2.716701707999999837139703557'), Decimal('2.702911343999999837966405570')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7659, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7580728}, controller_id=None),\n ExecutorInfo(id='95DqAZJ5gjpNrRDuM1H8Nm39B96FjQ4oWy4heqMfonmK', timestamp=1704527880000.0, type='dca_executor', close_timestamp=1704528000000.0, close_type=, status=, config=DCAExecutorConfig(id='95DqAZJ5gjpNrRDuM1H8Nm39B96FjQ4oWy4heqMfonmK', type='dca_executor', timestamp=1704527880000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714284'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.764959000000000184256283842'), Decimal('2.759429082000000183887771274'), Decimal('2.742839328000000182782233571'), Decimal('2.737309410000000182413721004'), Decimal('2.723484615000000181492439584'), Decimal('2.709659820000000180571158165')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7684, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.764959}, controller_id=None),\n ExecutorInfo(id='344Zi9rRFHVBa17Y8bBXKnoGhy4SfUNxyXMmc5rDLwAK', timestamp=1704528060000.0, type='dca_executor', close_timestamp=1704528180000.0, close_type=, status=, config=DCAExecutorConfig(id='344Zi9rRFHVBa17Y8bBXKnoGhy4SfUNxyXMmc5rDLwAK', type='dca_executor', timestamp=1704528060000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.758671600000000211912290493'), Decimal('2.753154256800000211488465912'), Decimal('2.736602227200000210216992169'), Decimal('2.731084884000000209793167588'), Decimal('2.717291526000000208733606136'), Decimal('2.703498168000000207674044683')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7643, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7586716}, controller_id=None),\n ExecutorInfo(id='3CzrxuCabXr4Nn6ujEiyT9JrJaWnw3xDxptX5RUdr3TH', timestamp=1704524160000.0, type='dca_executor', close_timestamp=1704528720000.0, close_type=, status=, config=DCAExecutorConfig(id='3CzrxuCabXr4Nn6ujEiyT9JrJaWnw3xDxptX5RUdr3TH', type='dca_executor', timestamp=1704524160000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.700389999999999839920342136'), Decimal('2.705790779999999839600182820'), Decimal('2.721993119999999838639704873'), Decimal('2.727393899999999838319545557'), Decimal('2.740895849999999837519147268'), Decimal('2.754397799999999836718748979')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('-0.014648871266261333234925956503502675332129001617431640625'), net_pnl_quote=Decimal('-7.4161654698693979526069597341120243072509765625'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 2.7775, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.73431473680807}, controller_id=None),\n ExecutorInfo(id='7jBiQ1WUjFfPKPsciKJfErDWbZ2GZdCBAmrbGw2uYU98', timestamp=1704532320000.0, type='dca_executor', close_timestamp=1704532440000.0, close_type=, status=, config=DCAExecutorConfig(id='7jBiQ1WUjFfPKPsciKJfErDWbZ2GZdCBAmrbGw2uYU98', type='dca_executor', timestamp=1704532320000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428570'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.790970800000000098366972899'), Decimal('2.796552741600000098563706845'), Decimal('2.813298566400000099153908682'), Decimal('2.818880508000000099350642628'), Decimal('2.832835362000000099842477492'), Decimal('2.846790216000000100334312357')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.787, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7909708}, controller_id=None),\n ExecutorInfo(id='JbRU5cZHJdnsZ9FPr6cNutHXvodwESurvjE2Dab76HF', timestamp=1704532500000.0, type='dca_executor', close_timestamp=1704532620000.0, close_type=, status=, config=DCAExecutorConfig(id='JbRU5cZHJdnsZ9FPr6cNutHXvodwESurvjE2Dab76HF', type='dca_executor', timestamp=1704532500000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.793776399999999789374791058'), Decimal('2.799363952799999788953540640'), Decimal('2.816126611199999787689789386'), Decimal('2.821714163999999787268538969'), Decimal('2.835683045999999786215412924'), Decimal('2.849651927999999785162286879')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7885, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7937763999999996}, controller_id=None),\n ExecutorInfo(id='BbG4MUCZ1FtJC6V4TGyn9uoaWuR1w2Q2chGk4VyihWy2', timestamp=1704532680000.0, type='dca_executor', close_timestamp=1704532800000.0, close_type=, status=, config=DCAExecutorConfig(id='BbG4MUCZ1FtJC6V4TGyn9uoaWuR1w2Q2chGk4VyihWy2', type='dca_executor', timestamp=1704532680000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.795379600000000057785218276'), Decimal('2.800970359200000057900788713'), Decimal('2.817742636800000058247500022'), Decimal('2.823333396000000058363070459'), Decimal('2.837310294000000058651996550'), Decimal('2.851287192000000058940922642')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.791, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7953796}, controller_id=None),\n ExecutorInfo(id='ELxDBokXFhs19rQryCdho4cpJbPFSZuxVBbwhnDs1p3j', timestamp=1704532860000.0, type='dca_executor', close_timestamp=1704532980000.0, close_type=, status=, config=DCAExecutorConfig(id='ELxDBokXFhs19rQryCdho4cpJbPFSZuxVBbwhnDs1p3j', type='dca_executor', timestamp=1704532860000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047623'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.794778400000000123997828670'), Decimal('2.800367956800000124245824327'), Decimal('2.817136627200000124989811299'), Decimal('2.822726184000000125237806957'), Decimal('2.836700076000000125857796100'), Decimal('2.850673968000000126477785243')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7767, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7947784}, controller_id=None),\n ExecutorInfo(id='8EPEdEuC8qMazf2Tn5PzWX6scb2x4n8CzwyUk9KgKeKF', timestamp=1704533040000.0, type='dca_executor', close_timestamp=1704533160000.0, close_type=, status=, config=DCAExecutorConfig(id='8EPEdEuC8qMazf2Tn5PzWX6scb2x4n8CzwyUk9KgKeKF', type='dca_executor', timestamp=1704533040000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142858')], prices=[Decimal('2.784758399999999892609170436'), Decimal('2.790327916799999892394388777'), Decimal('2.807036467199999891750043799'), Decimal('2.812605983999999891535262140'), Decimal('2.826529775999999890998307993'), Decimal('2.840453567999999890461353845')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7801, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7847584}, controller_id=None),\n ExecutorInfo(id='CPwWsajKGDYgNo7TvgwNbRnZC1Ptidp1Tp4v8fkCPZYN', timestamp=1704533220000.0, type='dca_executor', close_timestamp=1704533340000.0, close_type=, status=, config=DCAExecutorConfig(id='CPwWsajKGDYgNo7TvgwNbRnZC1Ptidp1Tp4v8fkCPZYN', type='dca_executor', timestamp=1704533220000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.788966799999999874098285945'), Decimal('2.794544733599999873846482517'), Decimal('2.811278534399999873091072233'), Decimal('2.816856467999999872839268804'), Decimal('2.830801301999999872209760234'), Decimal('2.844746135999999871580251664')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.775, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7889668}, controller_id=None),\n ExecutorInfo(id='E6E7g5SwWzpSuuDwrEuFHEEcqHccyCBsSwB1KC8985Xj', timestamp=1704528240000.0, type='dca_executor', close_timestamp=1704557820000.0, close_type=, status=, config=DCAExecutorConfig(id='E6E7g5SwWzpSuuDwrEuFHEEcqHccyCBsSwB1KC8985Xj', type='dca_executor', timestamp=1704528240000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380950'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.764460000000000017612716841'), Decimal('2.758931080000000017577491407'), Decimal('2.742344320000000017471815106'), Decimal('2.736815400000000017436589673'), Decimal('2.722993100000000017348526088'), Decimal('2.709170800000000017260462504')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.0315703837923945462851094134748564101755619049072265625'), net_pnl_quote=Decimal('4.48900790495667223467535222880542278289794921875'), cum_fees_quote=Decimal('0.08531428571428571749901692555795307271182537078857421875'), filled_amount_quote=Decimal('142.19047619047620401033782400190830230712890625'), is_active=False, is_trading=False, custom_info={'close_price': 2.8344, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.751591281312793}, controller_id=None),\n ExecutorInfo(id='9SUn9qeV4Jj7okT4ZfsqsC1AXQqEgpC6ey98WAXYbutk', timestamp=1704533400000.0, type='dca_executor', close_timestamp=1704576600000.0, close_type=, status=, config=DCAExecutorConfig(id='9SUn9qeV4Jj7okT4ZfsqsC1AXQqEgpC6ey98WAXYbutk', type='dca_executor', timestamp=1704533400000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.781251400000000056360703603'), Decimal('2.786813902800000056473425010'), Decimal('2.803501411200000056811589232'), Decimal('2.809063914000000056924310639'), Decimal('2.822970171000000057206114157'), Decimal('2.836876428000000057487917675')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.00970968279059442572476168464845613925717771053314208984375'), net_pnl_quote=Decimal('4.9156425042002211966973845846951007843017578125'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 2.7933, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.8161919907080373}, controller_id=None),\n ExecutorInfo(id='2AcfUjg9VkoKYagogAfybdvTeq228nQjidNZdbm7N8ZX', timestamp=1704576600000.0, type='dca_executor', close_timestamp=1704576720000.0, close_type=, status=, config=DCAExecutorConfig(id='2AcfUjg9VkoKYagogAfybdvTeq228nQjidNZdbm7N8ZX', type='dca_executor', timestamp=1704576600000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000005'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.798886599999999894033685109'), Decimal('2.804484373199999893821752479'), Decimal('2.821277692799999893185954590'), Decimal('2.826875465999999892974021960'), Decimal('2.840869898999999892444190386'), Decimal('2.854864331999999891914358811')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7901, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7988866}, controller_id=None),\n ExecutorInfo(id='AY8AD6swpaeRhMCdyJCmWZMRDngBdgwWd5cCXQoi3C3X', timestamp=1704557820000.0, type='dca_executor', close_timestamp=1704582240000.0, close_type=, status=, config=DCAExecutorConfig(id='AY8AD6swpaeRhMCdyJCmWZMRDngBdgwWd5cCXQoi3C3X', type='dca_executor', timestamp=1704557820000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.828731200000000030374225357'), Decimal('2.823073737600000030313476906'), Decimal('2.806101350400000030131231554'), Decimal('2.800443888000000030070483103'), Decimal('2.786300232000000029918611977'), Decimal('2.772156576000000029766740850')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.015333232123732158658224733471797662787139415740966796875'), net_pnl_quote=Decimal('-7.5706008226150895978889820980839431285858154296875'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 2.7484, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7934180983266623}, controller_id=None),\n ExecutorInfo(id='LSpVLPKG6mJMa7B78aAZfhs2BWY1M35vwPtUKJEXuRa', timestamp=1704585840000.0, type='dca_executor', close_timestamp=1704585960000.0, close_type=, status=, config=DCAExecutorConfig(id='LSpVLPKG6mJMa7B78aAZfhs2BWY1M35vwPtUKJEXuRa', type='dca_executor', timestamp=1704585840000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.758272399999999812676818034'), Decimal('2.752755855199999813051464398'), Decimal('2.736206220799999814175403490'), Decimal('2.730689675999999814550049854'), Decimal('2.716898313999999815486665763'), Decimal('2.703106951999999816423281673')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7693, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7582723999999996}, controller_id=None),\n ExecutorInfo(id='JAkFoNjSMFq7Qq3wejkEKiyMjkk8kJwK547daDibhLrN', timestamp=1704586020000.0, type='dca_executor', close_timestamp=1704586140000.0, close_type=, status=, config=DCAExecutorConfig(id='JAkFoNjSMFq7Qq3wejkEKiyMjkk8kJwK547daDibhLrN', type='dca_executor', timestamp=1704586020000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.767454000000000131072055987'), Decimal('2.761919092000000130809911875'), Decimal('2.745314368000000130023479539'), Decimal('2.739779460000000129761335427'), Decimal('2.725942190000000129105975147'), Decimal('2.712104920000000128450614867')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.768, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7674540000000003}, controller_id=None),\n ExecutorInfo(id='2RK1gTqMw9fq6VB6VkXcNPCk4yqaNJT7hEoL7nK3mini', timestamp=1704586200000.0, type='dca_executor', close_timestamp=1704586320000.0, close_type=, status=, config=DCAExecutorConfig(id='2RK1gTqMw9fq6VB6VkXcNPCk4yqaNJT7hEoL7nK3mini', type='dca_executor', timestamp=1704586200000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.766256399999999819767701470'), Decimal('2.760723887199999820128166067'), Decimal('2.744126348799999821209559858'), Decimal('2.738593835999999821570024455'), Decimal('2.724762553999999822471185948'), Decimal('2.710931271999999823372347441')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7776, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7662563999999996}, controller_id=None),\n ExecutorInfo(id='6XhnMDfQue9GWKDWHs1K9seaxmPSrcCPzeiWjtrN2RRp', timestamp=1704586380000.0, type='dca_executor', close_timestamp=1704586500000.0, close_type=, status=, config=DCAExecutorConfig(id='6XhnMDfQue9GWKDWHs1K9seaxmPSrcCPzeiWjtrN2RRp', type='dca_executor', timestamp=1704586380000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571433'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.770647599999999779347584217'), Decimal('2.765106304799999779788889049'), Decimal('2.748482419199999781112803543'), Decimal('2.742941123999999781554108375'), Decimal('2.729087885999999782657370454'), Decimal('2.715234647999999783760632533')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7791, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7706475999999998}, controller_id=None),\n ExecutorInfo(id='AKpKZWapdPxNpkwCbum99hGfY1x8GtpzkWKYEyF2xrdC', timestamp=1704586560000.0, type='dca_executor', close_timestamp=1704586680000.0, close_type=, status=, config=DCAExecutorConfig(id='AKpKZWapdPxNpkwCbum99hGfY1x8GtpzkWKYEyF2xrdC', type='dca_executor', timestamp=1704586560000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.774140600000000059450490364'), Decimal('2.768592318800000059331589383'), Decimal('2.751947475200000058974886441'), Decimal('2.746399194000000058855985460'), Decimal('2.732528491000000058558733009'), Decimal('2.718657788000000058261480557')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7899, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7741406}, controller_id=None),\n ExecutorInfo(id='zjxVfyvhr4V97D7fARyydLtYuzQMpr569SDMoqP4DSH', timestamp=1704586740000.0, type='dca_executor', close_timestamp=1704586860000.0, close_type=, status=, config=DCAExecutorConfig(id='zjxVfyvhr4V97D7fARyydLtYuzQMpr569SDMoqP4DSH', type='dca_executor', timestamp=1704586740000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714284'), Decimal('94.28571428571428571428571426'), Decimal('117.2619047619047619047619047'), Decimal('139.9999999999999999999999999')], prices=[Decimal('2.787114599999999960172918090'), Decimal('2.781540370799999960252572254'), Decimal('2.764817683199999960491534745'), Decimal('2.759243453999999960571188909'), Decimal('2.745307880999999960770324319'), Decimal('2.731372307999999960969459728')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.795, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7871145999999998}, controller_id=None),\n ExecutorInfo(id='5FzYpf96oyUCyewJCyWBezLAT5uahgdifpgUdXWbiaqJ', timestamp=1704586920000.0, type='dca_executor', close_timestamp=1704587040000.0, close_type=, status=, config=DCAExecutorConfig(id='5FzYpf96oyUCyewJCyWBezLAT5uahgdifpgUdXWbiaqJ', type='dca_executor', timestamp=1704586920000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.789409999999999928971469720'), Decimal('2.783831179999999929113526781'), Decimal('2.767094719999999929539697962'), Decimal('2.761515899999999929681755023'), Decimal('2.747568849999999930036897674'), Decimal('2.733621799999999930392040326')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7952, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7894099999999997}, controller_id=None),\n ExecutorInfo(id='Kb7vb4TWncFnS2B2jkPzX3n57Fqn1niE9YkaxZ9Bvqy', timestamp=1704587100000.0, type='dca_executor', close_timestamp=1704587220000.0, close_type=, status=, config=DCAExecutorConfig(id='Kb7vb4TWncFnS2B2jkPzX3n57Fqn1niE9YkaxZ9Bvqy', type='dca_executor', timestamp=1704587100000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.790507800000000029666698265'), Decimal('2.784926784400000029607364868'), Decimal('2.768183737600000029429364679'), Decimal('2.762602722000000029370031282'), Decimal('2.748650183000000029221697791'), Decimal('2.734697644000000029073364300')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7932, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7905078}, controller_id=None),\n ExecutorInfo(id='acyUA98nfJY9XH1Rf1fV8NW9PFi4x2nmFuNgm5vqPcN', timestamp=1704587280000.0, type='dca_executor', close_timestamp=1704587400000.0, close_type=, status=, config=DCAExecutorConfig(id='acyUA98nfJY9XH1Rf1fV8NW9PFi4x2nmFuNgm5vqPcN', type='dca_executor', timestamp=1704587280000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.779729399999999887133696197'), Decimal('2.774169941199999887359428805'), Decimal('2.757491564799999888036626627'), Decimal('2.751932105999999888262359235'), Decimal('2.738033458999999888826690754'), Decimal('2.724134811999999889391022273')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7881, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7797294}, controller_id=None),\n ExecutorInfo(id='B5amAVm96gZ1oiNLpP2FNmrgbgxneqbFhJ3G4L1CsAD3', timestamp=1704587460000.0, type='dca_executor', close_timestamp=1704587580000.0, close_type=, status=, config=DCAExecutorConfig(id='B5amAVm96gZ1oiNLpP2FNmrgbgxneqbFhJ3G4L1CsAD3', type='dca_executor', timestamp=1704587460000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571433'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.786615599999999793529351089'), Decimal('2.781042368799999793942292387'), Decimal('2.764322675199999795181116280'), Decimal('2.758749443999999795594057578'), Decimal('2.744816365999999796626410823'), Decimal('2.730883287999999797658764067')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7891, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7866155999999997}, controller_id=None),\n ExecutorInfo(id='6Ne6wtCHAADCszJSW54YoZfefVHuCVM4gFRyqJYhqptv', timestamp=1704587640000.0, type='dca_executor', close_timestamp=1704587760000.0, close_type=, status=, config=DCAExecutorConfig(id='6Ne6wtCHAADCszJSW54YoZfefVHuCVM4gFRyqJYhqptv', type='dca_executor', timestamp=1704587640000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.786316200000000048104036032'), Decimal('2.780743567600000048007827960'), Decimal('2.764025670400000047719203744'), Decimal('2.758453038000000047622995672'), Decimal('2.744521457000000047382475492'), Decimal('2.730589876000000047141955311')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.794, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7863162}, controller_id=None),\n ExecutorInfo(id='CjC9dY2sXAr4D8pxLq2JMiPKKU9Ptdst7uXC7Zqm7d8z', timestamp=1704587820000.0, type='dca_executor', close_timestamp=1704587940000.0, close_type=, status=, config=DCAExecutorConfig(id='CjC9dY2sXAr4D8pxLq2JMiPKKU9Ptdst7uXC7Zqm7d8z', type='dca_executor', timestamp=1704587820000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.793901000000000099160478440'), Decimal('2.788313198000000098962157483'), Decimal('2.771549792000000098367194612'), Decimal('2.765961990000000098168873656'), Decimal('2.751992485000000097673071263'), Decimal('2.738022980000000097177268871')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8089, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.793901}, controller_id=None),\n ExecutorInfo(id='CudGB7dW6yxgwWvHfjSFjczaDkXQggZD3F5SxryPw3VP', timestamp=1704576780000.0, type='dca_executor', close_timestamp=1704619920000.0, close_type=, status=, config=DCAExecutorConfig(id='CudGB7dW6yxgwWvHfjSFjczaDkXQggZD3F5SxryPw3VP', type='dca_executor', timestamp=1704576780000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('71.99999999999999999999999998'), Decimal('96.19047619047619047619047616'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.794978800000000101926958539'), Decimal('2.800568757600000102130812456'), Decimal('2.817338630400000102742374207'), Decimal('2.822928588000000102946228124'), Decimal('2.836903482000000103455862917'), Decimal('2.850878376000000103965497710')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.03133838088979633285102721629300503991544246673583984375'), net_pnl_quote=Decimal('11.29897861462347208316714386455714702606201171875'), cum_fees_quote=Decimal('0.2163285714285713978721759076506714336574077606201171875'), filled_amount_quote=Decimal('360.547619047619036791729740798473358154296875'), is_active=False, is_trading=False, custom_info={'close_price': 2.736, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.8216910305243346}, controller_id=None),\n ExecutorInfo(id='69Eky2AWhnnyEXfSHKCxJDT2qm3uqRq54gHZmP3ym53V', timestamp=1704588000000.0, type='dca_executor', close_timestamp=1704619980000.0, close_type=, status=, config=DCAExecutorConfig(id='69Eky2AWhnnyEXfSHKCxJDT2qm3uqRq54gHZmP3ym53V', type='dca_executor', timestamp=1704588000000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714290'), Decimal('94.28571428571428571428571433'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.806176399999999855222118650'), Decimal('2.800564047199999855511674413'), Decimal('2.783726988799999856380341701'), Decimal('2.778114635999999856669897464'), Decimal('2.764083753999999857393786870'), Decimal('2.750052871999999858117676277')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.01503634152403388046792542809271253645420074462890625'), net_pnl_quote=Decimal('-7.4240146234259665192212196416221559047698974609375'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 2.7262, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7711448662415004}, controller_id=None),\n ExecutorInfo(id='7YeGgdub7PvzgkMbDTx1nM7FNshVxwmadnJobGF49USu', timestamp=1704619920000.0, type='dca_executor', close_timestamp=1704620040000.0, close_type=, status=, config=DCAExecutorConfig(id='7YeGgdub7PvzgkMbDTx1nM7FNshVxwmadnJobGF49USu', type='dca_executor', timestamp=1704619920000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.741472000000000210143236144'), Decimal('2.746954944000000210563522616'), Decimal('2.763403776000000211824382033'), Decimal('2.768886720000000212244668505'), Decimal('2.782594080000000213295384686'), Decimal('2.796301440000000214346100867')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7332, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7414720000000004}, controller_id=None),\n ExecutorInfo(id='5HahyNDnu1uEMVrFZgGQG3kXqTgtns181AoVbHvsGjh7', timestamp=1704623580000.0, type='dca_executor', close_timestamp=1704623700000.0, close_type=, status=, config=DCAExecutorConfig(id='5HahyNDnu1uEMVrFZgGQG3kXqTgtns181AoVbHvsGjh7', type='dca_executor', timestamp=1704623580000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.744699599999999977902728765'), Decimal('2.739210200799999977946923307'), Decimal('2.722742003199999978079506935'), Decimal('2.717252603999999978123701477'), Decimal('2.703529105999999978234187834'), Decimal('2.689805607999999978344674190')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.75, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7446996}, controller_id=None),\n ExecutorInfo(id='4Q91agNcDPnTAyYB68iEEQARWCvb4wzEbkGfhvKM9dhs', timestamp=1704623760000.0, type='dca_executor', close_timestamp=1704623880000.0, close_type=, status=, config=DCAExecutorConfig(id='4Q91agNcDPnTAyYB68iEEQARWCvb4wzEbkGfhvKM9dhs', type='dca_executor', timestamp=1704623760000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.745198600000000144546295766'), Decimal('2.739708202800000144257203174'), Decimal('2.723237011200000143389925400'), Decimal('2.717746614000000143100832808'), Decimal('2.704020621000000142378101330'), Decimal('2.690294628000000141655369851')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7578, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7451986}, controller_id=None),\n ExecutorInfo(id='5menQYkrTsKJvEygMd4HNV6NXY1wvh1v2yKjhVkjFhgF', timestamp=1704623940000.0, type='dca_executor', close_timestamp=1704624060000.0, close_type=, status=, config=DCAExecutorConfig(id='5menQYkrTsKJvEygMd4HNV6NXY1wvh1v2yKjhVkjFhgF', type='dca_executor', timestamp=1704623940000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571427'), Decimal('117.2619047619047619047619048'), Decimal('139.9999999999999999999999999')], prices=[Decimal('2.751984999999999840332824685'), Decimal('2.746481029999999840652159036'), Decimal('2.729969119999999841610162088'), Decimal('2.724465149999999841929496438'), Decimal('2.710705224999999842727832315'), Decimal('2.696945299999999843526168191')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7558, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.751985}, controller_id=None),\n ExecutorInfo(id='8MPQ9j4KHxxgvy9MQixKKq4z5JSaXRvNMnag8zQspFNw', timestamp=1704624120000.0, type='dca_executor', close_timestamp=1704624240000.0, close_type=, status=, config=DCAExecutorConfig(id='8MPQ9j4KHxxgvy9MQixKKq4z5JSaXRvNMnag8zQspFNw', type='dca_executor', timestamp=1704624120000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.751386199999999906281163142'), Decimal('2.745883427599999906468600816'), Decimal('2.729375110399999907030913837'), Decimal('2.723872337999999907218351511'), Decimal('2.710115406999999907686945695'), Decimal('2.696358475999999908155539879')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7562, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7513862}, controller_id=None),\n ExecutorInfo(id='DM4t52nqhbSVALXmp9ziKUFzecokD7opt754fhDXoV6D', timestamp=1704624300000.0, type='dca_executor', close_timestamp=1704624420000.0, close_type=, status=, config=DCAExecutorConfig(id='DM4t52nqhbSVALXmp9ziKUFzecokD7opt754fhDXoV6D', type='dca_executor', timestamp=1704624300000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.748891199999999959465390997'), Decimal('2.743393417599999959546460215'), Decimal('2.726900070399999959789667869'), Decimal('2.721402287999999959870737087'), Decimal('2.707657831999999960073410132'), Decimal('2.693913375999999960276083177')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7516, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7488912}, controller_id=None),\n ExecutorInfo(id='3ywhuSNiN2td66QpHQkkCj1A9h7Cv7WgeEefW7XAeGau', timestamp=1704624480000.0, type='dca_executor', close_timestamp=1704624600000.0, close_type=, status=, config=DCAExecutorConfig(id='3ywhuSNiN2td66QpHQkkCj1A9h7Cv7WgeEefW7XAeGau', type='dca_executor', timestamp=1704624480000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571427'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.747194599999999924718500910'), Decimal('2.741700210799999924869063908'), Decimal('2.725217043199999925320752903'), Decimal('2.719722653999999925471315901'), Decimal('2.705986680999999925847723396'), Decimal('2.692250707999999926224130892')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7521, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7471946}, controller_id=None),\n ExecutorInfo(id='w2BYxQs3FhaQsUWjt58YHzFULZWWHs48kBPRdAHsr9t', timestamp=1704624660000.0, type='dca_executor', close_timestamp=1704624780000.0, close_type=, status=, config=DCAExecutorConfig(id='w2BYxQs3FhaQsUWjt58YHzFULZWWHs48kBPRdAHsr9t', type='dca_executor', timestamp=1704624660000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.741905199999999842460610133'), Decimal('2.736421389599999842775688913'), Decimal('2.719969958399999843720925252'), Decimal('2.714486147999999844036004032'), Decimal('2.700776621999999844823700981'), Decimal('2.687067095999999845611397930')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7546, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7419051999999997}, controller_id=None),\n ExecutorInfo(id='2g8yPDTEcuaz9SVM7qPWmBVV3djdTG2WsBMsgSrZSuCi', timestamp=1704624840000.0, type='dca_executor', close_timestamp=1704624960000.0, close_type=, status=, config=DCAExecutorConfig(id='2g8yPDTEcuaz9SVM7qPWmBVV3djdTG2WsBMsgSrZSuCi', type='dca_executor', timestamp=1704624840000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.750288399999999805585934598'), Decimal('2.744787823199999805974762729'), Decimal('2.728286092799999807141247121'), Decimal('2.722785515999999807530075252'), Decimal('2.709034073999999808502145579'), Decimal('2.695282631999999809474215906')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7505, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7502883999999996}, controller_id=None),\n ExecutorInfo(id='5hrTZBxS1tUCat4xZVTMBfYmpDuh58RZhhQ18eRPXEEP', timestamp=1704625020000.0, type='dca_executor', close_timestamp=1704625140000.0, close_type=, status=, config=DCAExecutorConfig(id='5hrTZBxS1tUCat4xZVTMBfYmpDuh58RZhhQ18eRPXEEP', type='dca_executor', timestamp=1704625020000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571426'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.744999000000000166529075252'), Decimal('2.739509002000000166196017101'), Decimal('2.723039008000000165196842650'), Decimal('2.717549010000000164863784499'), Decimal('2.703824015000000164031139123'), Decimal('2.690099020000000163198493747')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7528, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.744999}, controller_id=None),\n ExecutorInfo(id='DURbNwaRxyCteABi7H9xq1bArCNWrs64fwfzWjz88DtQ', timestamp=1704625200000.0, type='dca_executor', close_timestamp=1704625320000.0, close_type=, status=, config=DCAExecutorConfig(id='DURbNwaRxyCteABi7H9xq1bArCNWrs64fwfzWjz88DtQ', type='dca_executor', timestamp=1704625200000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380950'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571426'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.748991000000000170074516970'), Decimal('2.743493018000000169734367936'), Decimal('2.726999072000000168713920834'), Decimal('2.721501090000000168373771800'), Decimal('2.707756135000000167523399215'), Decimal('2.694011180000000166673026631')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7503, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.748991}, controller_id=None),\n ExecutorInfo(id='5jeGzN6ipVpBHPCDvTxK1pdot5UwodLCuoZHNCtFa8Qg', timestamp=1704625380000.0, type='dca_executor', close_timestamp=1704625500000.0, close_type=, status=, config=DCAExecutorConfig(id='5jeGzN6ipVpBHPCDvTxK1pdot5UwodLCuoZHNCtFa8Qg', type='dca_executor', timestamp=1704625380000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619047'), Decimal('139.9999999999999999999999999')], prices=[Decimal('2.744799400000000188511854737'), Decimal('2.739309801200000188134831028'), Decimal('2.722841004800000187003759899'), Decimal('2.717351406000000186626736190'), Decimal('2.703627409000000185684176916'), Decimal('2.689903412000000184741617642')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7593, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7447994000000002}, controller_id=None),\n ExecutorInfo(id='H7Gb5uop54hFVLSXKdgeHL5xTUoKpz2bycgurunEdR7E', timestamp=1704620100000.0, type='dca_executor', close_timestamp=1704646080000.0, close_type=, status=, config=DCAExecutorConfig(id='H7Gb5uop54hFVLSXKdgeHL5xTUoKpz2bycgurunEdR7E', type='dca_executor', timestamp=1704620100000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428569'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047617'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.733656400000000180952394734'), Decimal('2.739123712800000181314299523'), Decimal('2.755525651200000182400013892'), Decimal('2.760992964000000182761918681'), Decimal('2.774661246000000183666680655'), Decimal('2.788329528000000184571442629')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.033392556783727440905540362336978432722389698028564453125'), net_pnl_quote=Decimal('16.90537940219991952517375466413795948028564453125'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 2.678, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7679990593542776}, controller_id=None),\n ExecutorInfo(id='yBgTBRvyf8XmCDN2btnNnPC9DnpZVaLpTXU4AV3jjJc', timestamp=1704625560000.0, type='dca_executor', close_timestamp=1704646140000.0, close_type=, status=, config=DCAExecutorConfig(id='yBgTBRvyf8XmCDN2btnNnPC9DnpZVaLpTXU4AV3jjJc', type='dca_executor', timestamp=1704625560000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.750388200000000016195060570'), Decimal('2.744887423600000016162670449'), Decimal('2.728385094400000016065500085'), Decimal('2.722884318000000016033109964'), Decimal('2.709132377000000015952134661'), Decimal('2.695380436000000015871159359')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.0149259343217204264175901329281259677372872829437255859375'), net_pnl_quote=Decimal('-7.3695023816551543660580136929638683795928955078125'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 2.6731, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.71605311077422}, controller_id=None),\n ExecutorInfo(id='9vtJ6BymoC11Cgy98YfsvVcgqnr4p6nxFYGxotGtiWf3', timestamp=1704646080000.0, type='dca_executor', close_timestamp=1704646200000.0, close_type=, status=, config=DCAExecutorConfig(id='9vtJ6BymoC11Cgy98YfsvVcgqnr4p6nxFYGxotGtiWf3', type='dca_executor', timestamp=1704646080000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.683355999999999936034750235'), Decimal('2.688722711999999935906819735'), Decimal('2.704822847999999935523028237'), Decimal('2.710189559999999935395097737'), Decimal('2.723606339999999935075271489'), Decimal('2.737023119999999934755445240')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6793, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.683356}, controller_id=None),\n ExecutorInfo(id='2T22vUS5B42yfaWJx1VZ4DgdWM9BVU6Ky7QTJHqAZKVa', timestamp=1704646260000.0, type='dca_executor', close_timestamp=1704646380000.0, close_type=, status=, config=DCAExecutorConfig(id='2T22vUS5B42yfaWJx1VZ4DgdWM9BVU6Ky7QTJHqAZKVa', type='dca_executor', timestamp=1704646260000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.684458200000000037133658647'), Decimal('2.689827116400000037207925964'), Decimal('2.705933865600000037430727916'), Decimal('2.711302782000000037504995233'), Decimal('2.724725073000000037690663527'), Decimal('2.738147364000000037876331820')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6714, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.6844582}, controller_id=None),\n ExecutorInfo(id='5jfmx94fUwpCW1dqxPyf1sQKqQbwzJuQCaqBwhJi4Nhp', timestamp=1704649740000.0, type='dca_executor', close_timestamp=1704649860000.0, close_type=, status=, config=DCAExecutorConfig(id='5jfmx94fUwpCW1dqxPyf1sQKqQbwzJuQCaqBwhJi4Nhp', type='dca_executor', timestamp=1704649740000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.720148800000000022578416914'), Decimal('2.714708502400000022533260080'), Decimal('2.698387609600000022397789579'), Decimal('2.692947312000000022352632745'), Decimal('2.679346568000000022239740660'), Decimal('2.665745824000000022126848576')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7268, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7201488}, controller_id=None),\n ExecutorInfo(id='5ht6z6F8G5oesDxb84LEg6NrAs3UE6JcGVdeCFYKvqQQ', timestamp=1704649920000.0, type='dca_executor', close_timestamp=1704650040000.0, close_type=, status=, config=DCAExecutorConfig(id='5ht6z6F8G5oesDxb84LEg6NrAs3UE6JcGVdeCFYKvqQQ', type='dca_executor', timestamp=1704649920000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.712763599999999949539195021'), Decimal('2.707338072799999949640116631'), Decimal('2.691061491199999949942881461'), Decimal('2.685635963999999950043803071'), Decimal('2.672072145999999950296107096'), Decimal('2.658508327999999950548411121')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7246, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7127636}, controller_id=None),\n ExecutorInfo(id='G4PB74DBa63jB9RRTpdjxdXk1rwWsMACcaPt9PYjRHHb', timestamp=1704650100000.0, type='dca_executor', close_timestamp=1704650220000.0, close_type=, status=, config=DCAExecutorConfig(id='G4PB74DBa63jB9RRTpdjxdXk1rwWsMACcaPt9PYjRHHb', type='dca_executor', timestamp=1704650100000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('139.9999999999999999999999999')], prices=[Decimal('2.719150800000000132492314342'), Decimal('2.713712498400000132227329713'), Decimal('2.697397593600000131432375827'), Decimal('2.691959292000000131167391199'), Decimal('2.678363538000000130504929627'), Decimal('2.664767784000000129842468055')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7219, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7191508}, controller_id=None),\n ExecutorInfo(id='BXaRoVP8nuyqo9K7548BNYaTUKq4unUQSAxs5pFM6MXN', timestamp=1704650280000.0, type='dca_executor', close_timestamp=1704650400000.0, close_type=, status=, config=DCAExecutorConfig(id='BXaRoVP8nuyqo9K7548BNYaTUKq4unUQSAxs5pFM6MXN', type='dca_executor', timestamp=1704650280000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.719949200000000044561196400'), Decimal('2.714509301600000044472074007'), Decimal('2.698189606400000044204706829'), Decimal('2.692749708000000044115584436'), Decimal('2.679149962000000043892778454'), Decimal('2.665550216000000043669972472')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.728, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7199492}, controller_id=None),\n ExecutorInfo(id='CkEhHkzv6JNTnV4zh7k2ieBdRUkdTAeNmXnY7fXDmYTq', timestamp=1704650460000.0, type='dca_executor', close_timestamp=1704650580000.0, close_type=, status=, config=DCAExecutorConfig(id='CkEhHkzv6JNTnV4zh7k2ieBdRUkdTAeNmXnY7fXDmYTq', type='dca_executor', timestamp=1704650460000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714290'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.721945199999999824733401543'), Decimal('2.716501309599999825083934740'), Decimal('2.700169638399999826135534331'), Decimal('2.694725747999999826486067528'), Decimal('2.681116021999999827362400520'), Decimal('2.667506295999999828238733512')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.733, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7219452}, controller_id=None),\n ExecutorInfo(id='6cgHhF1RsS9wJhJwhDMncDVuuNT3JKdNun6ami4cTEQM', timestamp=1704650640000.0, type='dca_executor', close_timestamp=1704650760000.0, close_type=, status=, config=DCAExecutorConfig(id='6cgHhF1RsS9wJhJwhDMncDVuuNT3JKdNun6ami4cTEQM', type='dca_executor', timestamp=1704650640000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.727733600000000073634859321'), Decimal('2.722278132800000073487589602'), Decimal('2.705911731200000073045780446'), Decimal('2.700456264000000072898510728'), Decimal('2.686817596000000072530336431'), Decimal('2.673178928000000072162162135')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7341, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7277336}, controller_id=None),\n ExecutorInfo(id='EdvoB3j52pqMLh1qemSckpemHbTYFVKUAdXoqndwtu6f', timestamp=1704650820000.0, type='dca_executor', close_timestamp=1704650940000.0, close_type=, status=, config=DCAExecutorConfig(id='EdvoB3j52pqMLh1qemSckpemHbTYFVKUAdXoqndwtu6f', type='dca_executor', timestamp=1704650820000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571427'), Decimal('117.2619047619047619047619048'), Decimal('139.9999999999999999999999999')], prices=[Decimal('2.728631800000000196312867351'), Decimal('2.723174536400000195920241616'), Decimal('2.706802745600000194742364412'), Decimal('2.701345482000000194349738677'), Decimal('2.687702323000000193368174341'), Decimal('2.674059164000000192386610004')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7319, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7286318}, controller_id=None),\n ExecutorInfo(id='2cL7sFv79C4QejdqveYyoJN9yJfihx51nYv1cFfbnX2N', timestamp=1704651000000.0, type='dca_executor', close_timestamp=1704651120000.0, close_type=, status=, config=DCAExecutorConfig(id='2cL7sFv79C4QejdqveYyoJN9yJfihx51nYv1cFfbnX2N', type='dca_executor', timestamp=1704651000000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.730827399999999954502293009'), Decimal('2.725365745199999954593288423'), Decimal('2.708980780799999954866274665'), Decimal('2.703519125999999954957270079'), Decimal('2.689864988999999955184758614'), Decimal('2.676210851999999955412247149')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7402, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7308274}, controller_id=None),\n ExecutorInfo(id='6T19Ujy2GiwJQxLqwWvyHDNxo5UVujSZUkmxjg7zXndN', timestamp=1704651180000.0, type='dca_executor', close_timestamp=1704651300000.0, close_type=, status=, config=DCAExecutorConfig(id='6T19Ujy2GiwJQxLqwWvyHDNxo5UVujSZUkmxjg7zXndN', type='dca_executor', timestamp=1704651180000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571427'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.729529999999999875789843951'), Decimal('2.724070939999999876038264263'), Decimal('2.707693759999999876783525199'), Decimal('2.702234699999999877031945511'), Decimal('2.688587049999999877652996292'), Decimal('2.674939399999999878274047072')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7376, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.72953}, controller_id=None),\n ExecutorInfo(id='9mAt8GMnFpaRsqEk6ArH7TRaSdhn5fgPm6QqG6YM55Nn', timestamp=1704651360000.0, type='dca_executor', close_timestamp=1704651480000.0, close_type=, status=, config=DCAExecutorConfig(id='9mAt8GMnFpaRsqEk6ArH7TRaSdhn5fgPm6QqG6YM55Nn', type='dca_executor', timestamp=1704651360000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.732124800000000033214742068'), Decimal('2.726660550400000033148312584'), Decimal('2.710267801600000032949024131'), Decimal('2.704803552000000032882594647'), Decimal('2.691142928000000032716520937'), Decimal('2.677482304000000032550447227')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7361, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7321248000000002}, controller_id=None),\n ExecutorInfo(id='AQ1ojiqpo7d9boeRA2TQmMfq7gvD8ujMSnt8we78Qi5', timestamp=1704651540000.0, type='dca_executor', close_timestamp=1704651660000.0, close_type=, status=, config=DCAExecutorConfig(id='AQ1ojiqpo7d9boeRA2TQmMfq7gvD8ujMSnt8we78Qi5', type='dca_executor', timestamp=1704651540000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.730827399999999954502293009'), Decimal('2.725365745199999954593288423'), Decimal('2.708980780799999954866274665'), Decimal('2.703519125999999954957270079'), Decimal('2.689864988999999955184758614'), Decimal('2.676210851999999955412247149')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7377, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7308274}, controller_id=None),\n ExecutorInfo(id='82EiqYPSSuemEJu8oPn37fTDMM7m5TbEmRtiz7ozC2cc', timestamp=1704651720000.0, type='dca_executor', close_timestamp=1704651840000.0, close_type=, status=, config=DCAExecutorConfig(id='82EiqYPSSuemEJu8oPn37fTDMM7m5TbEmRtiz7ozC2cc', type='dca_executor', timestamp=1704651720000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.733821400000000067961632155'), Decimal('2.728353757200000067825708891'), Decimal('2.711950828800000067417939098'), Decimal('2.706483186000000067282015833'), Decimal('2.692814079000000066942207673'), Decimal('2.679144972000000066602399512')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7393, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7338214}, controller_id=None),\n ExecutorInfo(id='9Y1ywJ6eHAusfUBTUbjiKbwdGxd4AppcQDEsE6mqsRrw', timestamp=1704646440000.0, type='dca_executor', close_timestamp=1704653400000.0, close_type=, status=, config=DCAExecutorConfig(id='9Y1ywJ6eHAusfUBTUbjiKbwdGxd4AppcQDEsE6mqsRrw', type='dca_executor', timestamp=1704646440000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.680951200000000200885191813'), Decimal('2.686313102400000201286962197'), Decimal('2.702398809600000202492273348'), Decimal('2.707760712000000202894043731'), Decimal('2.721165468000000203898469690'), Decimal('2.734570224000000204902895649')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('-0.01516875694464119538051871671768822125159204006195068359375'), net_pnl_quote=Decimal('-7.6793637836644226268845159211196005344390869140625'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 2.7582, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7146317290551663}, controller_id=None),\n ExecutorInfo(id='9tK3TeF9pZKfCkpkbagEETXCgfpHWnC2CLKPzARobL5J', timestamp=1704657000000.0, type='dca_executor', close_timestamp=1704657120000.0, close_type=, status=, config=DCAExecutorConfig(id='9tK3TeF9pZKfCkpkbagEETXCgfpHWnC2CLKPzARobL5J', type='dca_executor', timestamp=1704657000000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.758004999999999946717309239'), Decimal('2.763521009999999946610743857'), Decimal('2.780069039999999946291047713'), Decimal('2.785585049999999946184482331'), Decimal('2.799375074999999945918068878'), Decimal('2.813165099999999945651655424')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7553, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.758005}, controller_id=None),\n ExecutorInfo(id='iDsYnQHTZ6mXZAaAAZ5NkcYc4Vs6cnPXoS7aPjRk4Tc', timestamp=1704657180000.0, type='dca_executor', close_timestamp=1704657300000.0, close_type=, status=, config=DCAExecutorConfig(id='iDsYnQHTZ6mXZAaAAZ5NkcYc4Vs6cnPXoS7aPjRk4Tc', type='dca_executor', timestamp=1704657180000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.761311599999999805036646204'), Decimal('2.766834223199999804646719496'), Decimal('2.783402092799999803476939374'), Decimal('2.788924715999999803087012666'), Decimal('2.802731273999999802112195897'), Decimal('2.816537831999999801137379128')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7535, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7613116}, controller_id=None),\n ExecutorInfo(id='AsHmrG44ygQBi3tQihBoDiZnkVGu2SGVe2LRX4zR1tK6', timestamp=1704657360000.0, type='dca_executor', close_timestamp=1704657480000.0, close_type=, status=, config=DCAExecutorConfig(id='AsHmrG44ygQBi3tQihBoDiZnkVGu2SGVe2LRX4zR1tK6', type='dca_executor', timestamp=1704657360000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047623'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.758806599999999858433828713'), Decimal('2.764324213199999858150696370'), Decimal('2.780877052799999857301299343'), Decimal('2.786394665999999857018167000'), Decimal('2.800188698999999856310336144'), Decimal('2.813982731999999855602505287')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7527, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7588065999999998}, controller_id=None),\n ExecutorInfo(id='Cpg49jjpmmv5DRE9CUJu4Gk7PRTDcf62x7Rk5pkUsCpS', timestamp=1704657540000.0, type='dca_executor', close_timestamp=1704657660000.0, close_type=, status=, config=DCAExecutorConfig(id='Cpg49jjpmmv5DRE9CUJu4Gk7PRTDcf62x7Rk5pkUsCpS', type='dca_executor', timestamp=1704657540000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047623'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.758806599999999858433828713'), Decimal('2.764324213199999858150696370'), Decimal('2.780877052799999857301299343'), Decimal('2.786394665999999857018167000'), Decimal('2.800188698999999856310336144'), Decimal('2.813982731999999855602505287')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7499, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7588065999999998}, controller_id=None),\n ExecutorInfo(id='HWMrv3QmJcbcoVkncxqxp1Tkf2nZbAB7tJmBiqekVC3w', timestamp=1704657720000.0, type='dca_executor', close_timestamp=1704657840000.0, close_type=, status=, config=DCAExecutorConfig(id='HWMrv3QmJcbcoVkncxqxp1Tkf2nZbAB7tJmBiqekVC3w', type='dca_executor', timestamp=1704657720000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142858')], prices=[Decimal('2.755399799999999788661232679'), Decimal('2.760910599599999788238555144'), Decimal('2.777442998399999786970522540'), Decimal('2.782953797999999786547845006'), Decimal('2.796730796999999785491151169'), Decimal('2.810507795999999784434457333')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7534, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7553997999999997}, controller_id=None),\n ExecutorInfo(id='AcFrewj9PrX2vcyT4GsjTbt5TZthpsmCB9mGf86eguhe', timestamp=1704657900000.0, type='dca_executor', close_timestamp=1704658020000.0, close_type=, status=, config=DCAExecutorConfig(id='AcFrewj9PrX2vcyT4GsjTbt5TZthpsmCB9mGf86eguhe', type='dca_executor', timestamp=1704657900000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.758906800000000069887087782'), Decimal('2.764424613600000070026861958'), Decimal('2.780978054400000070446184484'), Decimal('2.786495868000000070585958660'), Decimal('2.800290402000000070935394099'), Decimal('2.814084936000000071284829538')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7534, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7589068}, controller_id=None),\n ExecutorInfo(id='7wbx2BtdEDXCtN2P7fWgDegEDRqsf8nCxoZiN29chei5', timestamp=1704658080000.0, type='dca_executor', close_timestamp=1704658200000.0, close_type=, status=, config=DCAExecutorConfig(id='7wbx2BtdEDXCtN2P7fWgDegEDRqsf8nCxoZiN29chei5', type='dca_executor', timestamp=1704658080000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.766020999999999953837280519'), Decimal('2.771553041999999953744955080'), Decimal('2.788149167999999953467978763'), Decimal('2.793681209999999953375653324'), Decimal('2.807511314999999953144839727'), Decimal('2.821341419999999952914026129')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7652, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.766021}, controller_id=None),\n ExecutorInfo(id='3YjYcmVzX7DQtfWgD37M4QrvNCaWZDmmnGvenc5jxHrA', timestamp=1704658260000.0, type='dca_executor', close_timestamp=1704658380000.0, close_type=, status=, config=DCAExecutorConfig(id='3YjYcmVzX7DQtfWgD37M4QrvNCaWZDmmnGvenc5jxHrA', type='dca_executor', timestamp=1704658260000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.770229399999999935326396027'), Decimal('2.775769858799999935197048819'), Decimal('2.792391235199999934809007195'), Decimal('2.797931693999999934679659987'), Decimal('2.811782840999999934356291967'), Decimal('2.825633987999999934032923948')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7655, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7702294}, controller_id=None),\n ExecutorInfo(id='EyWM9PPWQTrs1phdgH8f53Nb9qCnawjuFGYvNjXTmugK', timestamp=1704658440000.0, type='dca_executor', close_timestamp=1704658560000.0, close_type=, status=, config=DCAExecutorConfig(id='EyWM9PPWQTrs1phdgH8f53Nb9qCnawjuFGYvNjXTmugK', type='dca_executor', timestamp=1704658440000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.769728400000000212992265490'), Decimal('2.775267856800000213418250021'), Decimal('2.791886227200000214696203614'), Decimal('2.797425684000000215122188145'), Decimal('2.811274326000000216187149472'), Decimal('2.825122968000000217252110800')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7549, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7697284000000004}, controller_id=None),\n ExecutorInfo(id='8wwvZLmEJJXETCr8wfLqhKLiZwZSx3xaKkutdpDsSm1M', timestamp=1704658620000.0, type='dca_executor', close_timestamp=1704658740000.0, close_type=, status=, config=DCAExecutorConfig(id='8wwvZLmEJJXETCr8wfLqhKLiZwZSx3xaKkutdpDsSm1M', type='dca_executor', timestamp=1704658620000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428574'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142858')], prices=[Decimal('2.760409800000000126844255931'), Decimal('2.765930619600000127097944443'), Decimal('2.782493078400000127859009978'), Decimal('2.788013898000000128112698490'), Decimal('2.801815947000000128746919770'), Decimal('2.815617996000000129381141050')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.752, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7604098}, controller_id=None),\n ExecutorInfo(id='692LNSqqMFu4RQyFJJ75w45Hgq9UUAMpjzV13NCh9cVn', timestamp=1704658800000.0, type='dca_executor', close_timestamp=1704658920000.0, close_type=, status=, config=DCAExecutorConfig(id='692LNSqqMFu4RQyFJJ75w45Hgq9UUAMpjzV13NCh9cVn', type='dca_executor', timestamp=1704658800000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428571'), Decimal('71.99999999999999999999999999'), Decimal('96.19047619047619047619047616'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142856')], prices=[Decimal('2.756301599999999911831011222'), Decimal('2.761814203199999911654673244'), Decimal('2.778352012799999911125659312'), Decimal('2.783864615999999910949321334'), Decimal('2.797646123999999910508476390'), Decimal('2.811427631999999910067631446')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.756, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7563016}, controller_id=None),\n ExecutorInfo(id='CE5N9rt1rff8xgUUy6q9fTu6BprG5C1ch6BDR3rup7r6', timestamp=1704658980000.0, type='dca_executor', close_timestamp=1704659100000.0, close_type=, status=, config=DCAExecutorConfig(id='CE5N9rt1rff8xgUUy6q9fTu6BprG5C1ch6BDR3rup7r6', type='dca_executor', timestamp=1704658980000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047623'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.761511999999999782965776073'), Decimal('2.767035023999999782531707625'), Decimal('2.783604095999999781229502282'), Decimal('2.789127119999999780795433834'), Decimal('2.802934679999999779710262714'), Decimal('2.816742239999999778625091594')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7544, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7615119999999997}, controller_id=None),\n ExecutorInfo(id='FnMtYHMSUw1WY9dBatCydtmVzr6YHf9JRvfSnLYTAkTU', timestamp=1704659160000.0, type='dca_executor', close_timestamp=1704659280000.0, close_type=, status=, config=DCAExecutorConfig(id='FnMtYHMSUw1WY9dBatCydtmVzr6YHf9JRvfSnLYTAkTU', type='dca_executor', timestamp=1704659160000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.759908799999999959532737125'), Decimal('2.765428617599999959451802599'), Decimal('2.781988070399999959208999022'), Decimal('2.787507887999999959128064496'), Decimal('2.801307431999999958925728182'), Decimal('2.815106975999999958723391868')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.755, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7599088}, controller_id=None),\n ExecutorInfo(id='4DTemdWSKWC728xq8Xbb26oxLx6hGUrsmyCAS8889WVW', timestamp=1704659340000.0, type='dca_executor', close_timestamp=1704659460000.0, close_type=, status=, config=DCAExecutorConfig(id='4DTemdWSKWC728xq8Xbb26oxLx6hGUrsmyCAS8889WVW', type='dca_executor', timestamp=1704659340000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428570'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047617'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.760509999999999893320126730'), Decimal('2.766031019999999893106766983'), Decimal('2.782594079999999892466687744'), Decimal('2.788115099999999892253327997'), Decimal('2.801917649999999891719928631'), Decimal('2.815720199999999891186529265')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.755, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.76051}, controller_id=None),\n ExecutorInfo(id='9rUsuon41zpkJb2mKCZLZmFaaZMs1CLiJfrioo6rtyCg', timestamp=1704659520000.0, type='dca_executor', close_timestamp=1704659640000.0, close_type=, status=, config=DCAExecutorConfig(id='9rUsuon41zpkJb2mKCZLZmFaaZMs1CLiJfrioo6rtyCg', type='dca_executor', timestamp=1704659520000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428570'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047617'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.760509999999999893320126730'), Decimal('2.766031019999999893106766983'), Decimal('2.782594079999999892466687744'), Decimal('2.788115099999999892253327997'), Decimal('2.801917649999999891719928631'), Decimal('2.815720199999999891186529265')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.755, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.76051}, controller_id=None),\n ExecutorInfo(id='AFXLKZB4ghActtJq5ZefMgNXy8bEeURg8WYwzDzfNHwt', timestamp=1704659700000.0, type='dca_executor', close_timestamp=1704659820000.0, close_type=, status=, config=DCAExecutorConfig(id='AFXLKZB4ghActtJq5ZefMgNXy8bEeURg8WYwzDzfNHwt', type='dca_executor', timestamp=1704659700000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047623'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142858')], prices=[Decimal('2.757103199999999823547530696'), Decimal('2.762617406399999823194625757'), Decimal('2.779160025599999822135910942'), Decimal('2.784674231999999821783006003'), Decimal('2.798459747999999820900743656'), Decimal('2.812245263999999820018481310')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7442, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7571032}, controller_id=None),\n ExecutorInfo(id='71uxrmdhT3MfwTRiin3CeFJLbrEY2LUKsq23paqxHrre', timestamp=1704659880000.0, type='dca_executor', close_timestamp=1704660000000.0, close_type=, status=, config=DCAExecutorConfig(id='71uxrmdhT3MfwTRiin3CeFJLbrEY2LUKsq23paqxHrre', type='dca_executor', timestamp=1704659880000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428570'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.745880800000000169561481521'), Decimal('2.751372561600000169900604484'), Decimal('2.767847846400000170917973373'), Decimal('2.773339608000000171257096336'), Decimal('2.787069012000000172104903744'), Decimal('2.800798416000000172952711151')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7404, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7458808}, controller_id=None),\n ExecutorInfo(id='2SmyUAWEvgqvrAGDEvkhQ4Lg93TN27oCsEunfyorShrK', timestamp=1704660060000.0, type='dca_executor', close_timestamp=1704660180000.0, close_type=, status=, config=DCAExecutorConfig(id='2SmyUAWEvgqvrAGDEvkhQ4Lg93TN27oCsEunfyorShrK', type='dca_executor', timestamp=1704660060000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428570'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.745880800000000169561481521'), Decimal('2.751372561600000169900604484'), Decimal('2.767847846400000170917973373'), Decimal('2.773339608000000171257096336'), Decimal('2.787069012000000172104903744'), Decimal('2.800798416000000172952711151')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7397, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7458808}, controller_id=None),\n ExecutorInfo(id='6arfc33WaTkotJB6apt6pPSJnFmCDNagt1xV9haEGf1c', timestamp=1704660240000.0, type='dca_executor', close_timestamp=1704660360000.0, close_type=, status=, config=DCAExecutorConfig(id='6arfc33WaTkotJB6apt6pPSJnFmCDNagt1xV9haEGf1c', type='dca_executor', timestamp=1704660240000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.745179400000000024320832846'), Decimal('2.750669758800000024369474512'), Decimal('2.767140835200000024515399509'), Decimal('2.772631194000000024564041174'), Decimal('2.786357091000000024685645339'), Decimal('2.800082988000000024807249503')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.741, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7451794}, controller_id=None),\n ExecutorInfo(id='93bnYzYESnBgkJGsAYcLgNSnv95Fwt7tJq1CbH1kAQpd', timestamp=1704660420000.0, type='dca_executor', close_timestamp=1704660540000.0, close_type=, status=, config=DCAExecutorConfig(id='93bnYzYESnBgkJGsAYcLgNSnv95Fwt7tJq1CbH1kAQpd', type='dca_executor', timestamp=1704660420000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.745279599999999790796703646'), Decimal('2.750770159199999790378297053'), Decimal('2.767241836799999789123077275'), Decimal('2.772732395999999788704670682'), Decimal('2.786458793999999787658654201'), Decimal('2.800185191999999786612637719')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7381, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7452796}, controller_id=None),\n ExecutorInfo(id='96X2hDSNjLJ9tKUGehebQPkm8EmEMKA5ReGw7NQo2Wxz', timestamp=1704660600000.0, type='dca_executor', close_timestamp=1704660720000.0, close_type=, status=, config=DCAExecutorConfig(id='96X2hDSNjLJ9tKUGehebQPkm8EmEMKA5ReGw7NQo2Wxz', type='dca_executor', timestamp=1704660600000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.746882800000000059207130864'), Decimal('2.752376565600000059325545126'), Decimal('2.768857862400000059680787911'), Decimal('2.774351628000000059799202173'), Decimal('2.788086042000000060095237827'), Decimal('2.801820456000000060391273481')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7389, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7468828}, controller_id=None),\n ExecutorInfo(id='HbkQaVrgKQWBkR3cYP7YLz1MDJyqCmBai8mC1FGPc1ep', timestamp=1704660780000.0, type='dca_executor', close_timestamp=1704660900000.0, close_type=, status=, config=DCAExecutorConfig(id='HbkQaVrgKQWBkR3cYP7YLz1MDJyqCmBai8mC1FGPc1ep', type='dca_executor', timestamp=1704660780000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.744377800000000112604313373'), Decimal('2.749866555600000112829522000'), Decimal('2.766332822400000113505147880'), Decimal('2.771821578000000113730356507'), Decimal('2.785543467000000114293378074'), Decimal('2.799265356000000114856399640')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7389, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7443778}, controller_id=None),\n ExecutorInfo(id='7J1h319fSLn9TUkSfDwbC6Sqata4XcpBqqmZQs8Upve3', timestamp=1704660960000.0, type='dca_executor', close_timestamp=1704661080000.0, close_type=, status=, config=DCAExecutorConfig(id='7J1h319fSLn9TUkSfDwbC6Sqata4XcpBqqmZQs8Upve3', type='dca_executor', timestamp=1704660960000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.744377800000000112604313373'), Decimal('2.749866555600000112829522000'), Decimal('2.766332822400000113505147880'), Decimal('2.771821578000000113730356507'), Decimal('2.785543467000000114293378074'), Decimal('2.799265356000000114856399640')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.735, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7443778}, controller_id=None),\n ExecutorInfo(id='Es7ydLEMpuBkn34ZvFsYnYwAgq2bLw9BkknLVQG15rxj', timestamp=1704661140000.0, type='dca_executor', close_timestamp=1704661260000.0, close_type=, status=, config=DCAExecutorConfig(id='Es7ydLEMpuBkn34ZvFsYnYwAgq2bLw9BkknLVQG15rxj', type='dca_executor', timestamp=1704661140000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.740469999999999875520198532'), Decimal('2.745950939999999875271238929'), Decimal('2.762393759999999874524360120'), Decimal('2.767874699999999874275400517'), Decimal('2.781577049999999873653001510'), Decimal('2.795279399999999873030602503')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7296, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7404699999999997}, controller_id=None),\n ExecutorInfo(id='AVo51FLz2F6RS6asJ8fQrWYCCZefKrpYWQAxGFYW9U7k', timestamp=1704661320000.0, type='dca_executor', close_timestamp=1704661440000.0, close_type=, status=, config=DCAExecutorConfig(id='AVo51FLz2F6RS6asJ8fQrWYCCZefKrpYWQAxGFYW9U7k', type='dca_executor', timestamp=1704661320000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.738966999999999818563030384'), Decimal('2.744444933999999818200156445'), Decimal('2.760878735999999817111534627'), Decimal('2.766356669999999816748660688'), Decimal('2.780051504999999815841475840'), Decimal('2.793746339999999814934290992')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7335, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7389669999999997}, controller_id=None),\n ExecutorInfo(id='6ujk5o2pbtfdtQijgvrE9dYpruq25bpZXdqmiMNM3WP3', timestamp=1704661500000.0, type='dca_executor', close_timestamp=1704661620000.0, close_type=, status=, config=DCAExecutorConfig(id='6ujk5o2pbtfdtQijgvrE9dYpruq25bpZXdqmiMNM3WP3', type='dca_executor', timestamp=1704661500000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.738966999999999818563030384'), Decimal('2.744444933999999818200156445'), Decimal('2.760878735999999817111534627'), Decimal('2.766356669999999816748660688'), Decimal('2.780051504999999815841475840'), Decimal('2.793746339999999814934290992')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7381, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7389669999999997}, controller_id=None),\n ExecutorInfo(id='A8bBnxjpWsaZjDi8ae5DHPvaVbFn9eL3wnCBNtuTfJzM', timestamp=1704661680000.0, type='dca_executor', close_timestamp=1704661800000.0, close_type=, status=, config=DCAExecutorConfig(id='A8bBnxjpWsaZjDi8ae5DHPvaVbFn9eL3wnCBNtuTfJzM', type='dca_executor', timestamp=1704661680000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.743576200000000200887793899'), Decimal('2.749063352400000201289569487'), Decimal('2.765524809600000202494896250'), Decimal('2.771011962000000202896671838'), Decimal('2.784729843000000203901110807'), Decimal('2.798447724000000204905549777')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7428, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7435762}, controller_id=None),\n ExecutorInfo(id='13a2xWfLccv1KX9qbYbu3JMo9MpcxwxNjThQ2aSBvQ1n', timestamp=1704661860000.0, type='dca_executor', close_timestamp=1704661980000.0, close_type=, status=, config=DCAExecutorConfig(id='13a2xWfLccv1KX9qbYbu3JMo9MpcxwxNjThQ2aSBvQ1n', type='dca_executor', timestamp=1704661860000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000005'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.748285599999999904711039943'), Decimal('2.753782171199999904520462023'), Decimal('2.770271884799999903948728263'), Decimal('2.775768455999999903758150342'), Decimal('2.789509883999999903281705542'), Decimal('2.803251311999999902805260742')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7401, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7482856}, controller_id=None),\n ExecutorInfo(id='31nKe3NrnAWoL943GnWGh2W5L65xpJ6ut54HzfjNYtE4', timestamp=1704662040000.0, type='dca_executor', close_timestamp=1704662160000.0, close_type=, status=, config=DCAExecutorConfig(id='31nKe3NrnAWoL943GnWGh2W5L65xpJ6ut54HzfjNYtE4', type='dca_executor', timestamp=1704662040000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.745580199999999980179092583'), Decimal('2.751071360399999980139450768'), Decimal('2.767544841599999980020525324'), Decimal('2.773036001999999979980883509'), Decimal('2.786763902999999979881778972'), Decimal('2.800491803999999979782674435')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7411, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7455802}, controller_id=None),\n ExecutorInfo(id='HahS3Ca8ReNLaccrhzLi8UA4bU59Cfv4mQeuEYYNyXEj', timestamp=1704662220000.0, type='dca_executor', close_timestamp=1704662340000.0, close_type=, status=, config=DCAExecutorConfig(id='HahS3Ca8ReNLaccrhzLi8UA4bU59Cfv4mQeuEYYNyXEj', type='dca_executor', timestamp=1704662220000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.746582199999999869824741926'), Decimal('2.752075364399999869564391410'), Decimal('2.768554857599999868783339861'), Decimal('2.774048021999999868522989345'), Decimal('2.787780932999999867872113055'), Decimal('2.801513843999999867221236765')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7338, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7465821999999998}, controller_id=None),\n ExecutorInfo(id='H6YApyvwiQqHJdcrDN3Qq5cv8dt6AfjSGKmpHRKCUX4Z', timestamp=1704662400000.0, type='dca_executor', close_timestamp=1704662520000.0, close_type=, status=, config=DCAExecutorConfig(id='H6YApyvwiQqHJdcrDN3Qq5cv8dt6AfjSGKmpHRKCUX4Z', type='dca_executor', timestamp=1704662400000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428569'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.740269599999999897591068664'), Decimal('2.745750139199999897386250801'), Decimal('2.762191756799999896771797213'), Decimal('2.767672295999999896566979351'), Decimal('2.781373643999999896054934694'), Decimal('2.795074991999999895542890037')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7348, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7402696}, controller_id=None),\n ExecutorInfo(id='9wDCjoBo42t62Rw1rq58itiXbeEp15PiQXSVmH4kuVYu', timestamp=1704662580000.0, type='dca_executor', close_timestamp=1704662700000.0, close_type=, status=, config=DCAExecutorConfig(id='9wDCjoBo42t62Rw1rq58itiXbeEp15PiQXSVmH4kuVYu', type='dca_executor', timestamp=1704662580000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.739267600000000007945419321'), Decimal('2.744746135200000007961310160'), Decimal('2.761181740800000008008982676'), Decimal('2.766660276000000008024873514'), Decimal('2.780356614000000008064600611'), Decimal('2.794052952000000008104327707')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7317, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7392676}, controller_id=None),\n ExecutorInfo(id='332FcETfZ65CFwBox448nPtZPe1aRkbjs4Gcr85Go3sz', timestamp=1704662760000.0, type='dca_executor', close_timestamp=1704662880000.0, close_type=, status=, config=DCAExecutorConfig(id='332FcETfZ65CFwBox448nPtZPe1aRkbjs4Gcr85Go3sz', type='dca_executor', timestamp=1704662760000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('71.99999999999999999999999998'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.736061199999999916101953156'), Decimal('2.741533322399999915934157062'), Decimal('2.757949689599999915430768781'), Decimal('2.763421811999999915262972688'), Decimal('2.777102117999999914843482453'), Decimal('2.790782423999999914423992219')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7313, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7360612}, controller_id=None),\n ExecutorInfo(id='HhY9Fqqc8BAEEgNx9rY74XF2LenRyag9kWegBb2U1B2p', timestamp=1704662940000.0, type='dca_executor', close_timestamp=1704663060000.0, close_type=, status=, config=DCAExecutorConfig(id='HhY9Fqqc8BAEEgNx9rY74XF2LenRyag9kWegBb2U1B2p', type='dca_executor', timestamp=1704662940000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.736762600000000061342601830'), Decimal('2.742236125200000061465287034'), Decimal('2.758656700800000061833342645'), Decimal('2.764130226000000061956027848'), Decimal('2.777814039000000062262740857'), Decimal('2.791497852000000062569453867')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.727, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7367626}, controller_id=None),\n ExecutorInfo(id='4sqCzUN6VAmsvhdPa9RFquZ5kjxQMRXfGXSkVhBJBEkQ', timestamp=1704663120000.0, type='dca_executor', close_timestamp=1704663240000.0, close_type=, status=, config=DCAExecutorConfig(id='4sqCzUN6VAmsvhdPa9RFquZ5kjxQMRXfGXSkVhBJBEkQ', type='dca_executor', timestamp=1704663120000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428574'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.732453999999999868400227253'), Decimal('2.737918907999999868137027708'), Decimal('2.754313631999999867347429071'), Decimal('2.759778539999999867084229526'), Decimal('2.773440809999999866426230662'), Decimal('2.787103079999999865768231798')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7253, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7324539999999997}, controller_id=None),\n ExecutorInfo(id='3kmkDpdweyAmic6RMMHwWCqSoNKNPaesiMufhfBZFyzk', timestamp=1704663300000.0, type='dca_executor', close_timestamp=1704663420000.0, close_type=, status=, config=DCAExecutorConfig(id='3kmkDpdweyAmic6RMMHwWCqSoNKNPaesiMufhfBZFyzk', type='dca_executor', timestamp=1704663300000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.728947000000000032151760420'), Decimal('2.734404894000000032216063941'), Decimal('2.750778576000000032408974503'), Decimal('2.756236470000000032473278024'), Decimal('2.769881205000000032634036826'), Decimal('2.783525940000000032794795628')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7167, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7289470000000002}, controller_id=None),\n ExecutorInfo(id='QumDTYefG6n8WhLJAa7wPq52PYTfzcAnaFtrof76ErG', timestamp=1704663480000.0, type='dca_executor', close_timestamp=1704663600000.0, close_type=, status=, config=DCAExecutorConfig(id='QumDTYefG6n8WhLJAa7wPq52PYTfzcAnaFtrof76ErG', type='dca_executor', timestamp=1704663480000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142858')], prices=[Decimal('2.721331799999999980890048877'), Decimal('2.726774463599999980851828975'), Decimal('2.743102454399999980737169268'), Decimal('2.748545117999999980698949366'), Decimal('2.762151776999999980603399610'), Decimal('2.775758435999999980507849855')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7124, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7213318}, controller_id=None),\n ExecutorInfo(id='EUK4QwWePhS2GALeVxymYcL2MHYunguMunbKsiw61bAK', timestamp=1704663660000.0, type='dca_executor', close_timestamp=1704663780000.0, close_type=, status=, config=DCAExecutorConfig(id='EUK4QwWePhS2GALeVxymYcL2MHYunguMunbKsiw61bAK', type='dca_executor', timestamp=1704663660000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000005'), Decimal('96.19047619047619047619047623'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.713315799999999973770077598'), Decimal('2.718742431599999973717617753'), Decimal('2.735022326399999973560238219'), Decimal('2.740448957999999973507778374'), Decimal('2.754015536999999973376628762'), Decimal('2.767582115999999973245479150')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7127, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7133158}, controller_id=None),\n ExecutorInfo(id='3zuvvGN3UaZQxxj83DtK3tZtxdqPLqu6p8oG6woh8aXz', timestamp=1704663840000.0, type='dca_executor', close_timestamp=1704663960000.0, close_type=, status=, config=DCAExecutorConfig(id='3zuvvGN3UaZQxxj83DtK3tZtxdqPLqu6p8oG6woh8aXz', type='dca_executor', timestamp=1704663840000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.718125399999999889046582712'), Decimal('2.723561650799999888824675877'), Decimal('2.739870403199999888158955374'), Decimal('2.745306653999999887937048539'), Decimal('2.758897280999999887382281453'), Decimal('2.772487907999999886827514366')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.705, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7181254}, controller_id=None),\n ExecutorInfo(id='6izmHkrDjoBJtyL8aoBsPt2hnV9S6N6XXHsspSY9mUxy', timestamp=1704664020000.0, type='dca_executor', close_timestamp=1704664140000.0, close_type=, status=, config=DCAExecutorConfig(id='6izmHkrDjoBJtyL8aoBsPt2hnV9S6N6XXHsspSY9mUxy', type='dca_executor', timestamp=1704664020000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000005'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.708907000000000014351832222'), Decimal('2.714324814000000014380535886'), Decimal('2.730578256000000014466646880'), Decimal('2.735996070000000014495350544'), Decimal('2.749540605000000014567109705'), Decimal('2.763085140000000014638868866')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7035, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.708907}, controller_id=None),\n ExecutorInfo(id='CkxEPep7vJLEdx5byXcG77yFanpv2EQAdZyFHgG6UnYW', timestamp=1704664200000.0, type='dca_executor', close_timestamp=1704664320000.0, close_type=, status=, config=DCAExecutorConfig(id='CkxEPep7vJLEdx5byXcG77yFanpv2EQAdZyFHgG6UnYW', type='dca_executor', timestamp=1704664200000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047624'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.713516199999999951699207467'), Decimal('2.718943232399999951602605882'), Decimal('2.735224329599999951312801127'), Decimal('2.740651361999999951216199542'), Decimal('2.754218942999999950974695579'), Decimal('2.767786523999999950733191616')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7081, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7135162}, controller_id=None),\n ExecutorInfo(id='9KeANedw2yNnEJBTkkwAsiqB5HNy65L4rDENhTCj77KB', timestamp=1704664380000.0, type='dca_executor', close_timestamp=1704664500000.0, close_type=, status=, config=DCAExecutorConfig(id='9KeANedw2yNnEJBTkkwAsiqB5HNy65L4rDENhTCj77KB', type='dca_executor', timestamp=1704664380000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.713215600000000207294206799'), Decimal('2.718642031200000207708795213'), Decimal('2.734921324800000208952560453'), Decimal('2.740347756000000209367148867'), Decimal('2.753913834000000210403619901'), Decimal('2.767479912000000211440090935')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7093, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7132156000000003}, controller_id=None),\n ExecutorInfo(id='H7LkGLutHwurFmFLznz7KtDioYpakyGVNs6ruDkQ4Efo', timestamp=1704664560000.0, type='dca_executor', close_timestamp=1704664680000.0, close_type=, status=, config=DCAExecutorConfig(id='H7LkGLutHwurFmFLznz7KtDioYpakyGVNs6ruDkQ4Efo', type='dca_executor', timestamp=1704664560000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428571'), Decimal('71.99999999999999999999999999'), Decimal('96.19047619047619047619047617'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.715720600000000153897024290'), Decimal('2.721152041200000154204818339'), Decimal('2.737446364800000155128200484'), Decimal('2.742877806000000155435994533'), Decimal('2.756456409000000156205479654'), Decimal('2.770035012000000156974964776')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7132, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7157206}, controller_id=None),\n ExecutorInfo(id='J3ExgLQzyYCxXhx8M2DabL1qyX1eUBp4hbd7xQe33duC', timestamp=1704664740000.0, type='dca_executor', close_timestamp=1704664860000.0, close_type=, status=, config=DCAExecutorConfig(id='J3ExgLQzyYCxXhx8M2DabL1qyX1eUBp4hbd7xQe33duC', type='dca_executor', timestamp=1704664740000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047623'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.715419999999999964514635352'), Decimal('2.720850839999999964443664623'), Decimal('2.737143359999999964230752435'), Decimal('2.742574199999999964159781706'), Decimal('2.756151299999999963982354882'), Decimal('2.769728399999999963804928059')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.701, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.71542}, controller_id=None),\n ExecutorInfo(id='A6cE6eAdymGkvL9wsRuMdJjGA22gfTutjGvk6AxkTpx6', timestamp=1704664920000.0, type='dca_executor', close_timestamp=1704665040000.0, close_type=, status=, config=DCAExecutorConfig(id='A6cE6eAdymGkvL9wsRuMdJjGA22gfTutjGvk6AxkTpx6', type='dca_executor', timestamp=1704664920000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047617'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.706402000000000067749014730'), Decimal('2.711814804000000067884512759'), Decimal('2.728053216000000068291006848'), Decimal('2.733466020000000068426504877'), Decimal('2.746998030000000068765249951'), Decimal('2.760530040000000069103995025')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6977, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.706402}, controller_id=None),\n ExecutorInfo(id='8f55LoscGJ5q2VcTk9CJZTmUvJfnduNtQcTKNAGxKFaP', timestamp=1704651900000.0, type='dca_executor', close_timestamp=1704665760000.0, close_type=, status=, config=DCAExecutorConfig(id='8f55LoscGJ5q2VcTk9CJZTmUvJfnduNtQcTKNAGxKFaP', type='dca_executor', timestamp=1704651900000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.735418199999999892099396270'), Decimal('2.729947363599999892315197477'), Decimal('2.713534854399999892962601100'), Decimal('2.708064017999999893178402307'), Decimal('2.694386926999999893717905326'), Decimal('2.680709835999999894257408345')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.0157408656589923083568560713274564477615058422088623046875'), net_pnl_quote=Decimal('-7.7718650278696070898831749218516051769256591796875'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 2.6568, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.701269992133626}, controller_id=None),\n ExecutorInfo(id='42MribVgyfdKcXPJuUA89n8RD8fKanTZboQz3fsDEqom', timestamp=1704665100000.0, type='dca_executor', close_timestamp=1704666900000.0, close_type=, status=, config=DCAExecutorConfig(id='42MribVgyfdKcXPJuUA89n8RD8fKanTZboQz3fsDEqom', type='dca_executor', timestamp=1704665100000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428571'), Decimal('71.99999999999999999999999999'), Decimal('96.19047619047619047619047616'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.694778800000000012927317549'), Decimal('2.700168357600000012953172184'), Decimal('2.716337030400000013030736089'), Decimal('2.721726588000000013056590724'), Decimal('2.735200482000000013121227312'), Decimal('2.748674376000000013185863900')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.03149577088588839668403807081631384789943695068359375'), net_pnl_quote=Decimal('0.74989930680686656128131062359898351132869720458984375'), cum_fees_quote=Decimal('0.01428571428571428526821396332024960429407656192779541015625'), filled_amount_quote=Decimal('23.8095238095238102005168912000954151153564453125'), is_active=False, is_trading=False, custom_info={'close_price': 2.6107, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.6947788}, controller_id=None),\n ExecutorInfo(id='BWtYh8XJnXL1W77DsogFWNu8KUgygXQA1JNdPV33SjTq', timestamp=1704666900000.0, type='dca_executor', close_timestamp=1704678180000.0, close_type=, status=, config=DCAExecutorConfig(id='BWtYh8XJnXL1W77DsogFWNu8KUgygXQA1JNdPV33SjTq', type='dca_executor', timestamp=1704666900000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.615921400000000020755643037'), Decimal('2.621153242800000020797154323'), Decimal('2.636848771200000020921688181'), Decimal('2.642080614000000020963199467'), Decimal('2.655160221000000021066977683'), Decimal('2.668239828000000021170755898')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.0375307606003321136967088023084215819835662841796875'), net_pnl_quote=Decimal('13.53162637549593227959121577441692352294921875'), cum_fees_quote=Decimal('0.2163285714285713978721759076506714336574077606201171875'), filled_amount_quote=Decimal('360.547619047619036791729740798473358154296875'), is_active=False, is_trading=False, custom_info={'close_price': 2.5472, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.6409223393525063}, controller_id=None),\n ExecutorInfo(id='3PcxXJLAywAeBj8mkgBaG58vBDq1fRKaB6oRJjhSNa4t', timestamp=1704669360000.0, type='dca_executor', close_timestamp=1704678180000.0, close_type=, status=, config=DCAExecutorConfig(id='3PcxXJLAywAeBj8mkgBaG58vBDq1fRKaB6oRJjhSNa4t', type='dca_executor', timestamp=1704669360000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.630328800000000164406493974'), Decimal('2.625068142400000164077680986'), Decimal('2.609286169600000163091242022'), Decimal('2.604025512000000162762429034'), Decimal('2.590873868000000161940396564'), Decimal('2.577722224000000161118364095')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.018065381088094516204289874394817161373794078826904296875'), net_pnl_quote=Decimal('-8.9195668481860952425677169230766594409942626953125'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 2.5472, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.5974924992766555}, controller_id=None),\n ExecutorInfo(id='HYttT7TPfvMTi63QP5UvuKR3nku2dSeeyxomnEtpWQUU', timestamp=1704678180000.0, type='dca_executor', close_timestamp=1704681420000.0, close_type=, status=, config=DCAExecutorConfig(id='HYttT7TPfvMTi63QP5UvuKR3nku2dSeeyxomnEtpWQUU', type='dca_executor', timestamp=1704678180000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.552294400000000131107391609'), Decimal('2.557398988800000131369606392'), Decimal('2.572712755200000132156250742'), Decimal('2.577817344000000132418465525'), Decimal('2.590578816000000133074002483'), Decimal('2.603340288000000133729539441')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.031414858673586766590890562156346277333796024322509765625'), net_pnl_quote=Decimal('11.326552497479152492587672895751893520355224609375'), cum_fees_quote=Decimal('0.2163285714285713978721759076506714336574077606201171875'), filled_amount_quote=Decimal('360.547619047619036791729740798473358154296875'), is_active=False, is_trading=False, custom_info={'close_price': 2.498, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.5766872420418676}, controller_id=None),\n ExecutorInfo(id='AEvoriYoHDnW6RRaapZfhkkS7vPBwbrm1sSoJ9QMghS', timestamp=1704681780000.0, type='dca_executor', close_timestamp=1704681900000.0, close_type=, status=, config=DCAExecutorConfig(id='AEvoriYoHDnW6RRaapZfhkkS7vPBwbrm1sSoJ9QMghS', type='dca_executor', timestamp=1704681780000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714290'), Decimal('94.28571428571428571428571433'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.506476999999999843888674744'), Decimal('2.501464045999999844200897395'), Decimal('2.486425183999999845137565346'), Decimal('2.481412229999999845449787997'), Decimal('2.468879844999999846230344623'), Decimal('2.456347459999999847010901249')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.5107, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.506477}, controller_id=None),\n ExecutorInfo(id='FSMRK3cTPBfBkkLK9KfbZAf6ZCrULVH3UEoc4LpvQYFg', timestamp=1704681960000.0, type='dca_executor', close_timestamp=1704682080000.0, close_type=, status=, config=DCAExecutorConfig(id='FSMRK3cTPBfBkkLK9KfbZAf6ZCrULVH3UEoc4LpvQYFg', type='dca_executor', timestamp=1704681960000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.483722600000000133920378953'), Decimal('2.478755154800000133652538195'), Decimal('2.463852819200000132849015921'), Decimal('2.458885374000000132581175163'), Decimal('2.446466761000000131911573269'), Decimal('2.434048148000000131241971374')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.508, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.4837226}, controller_id=None),\n ExecutorInfo(id='wyqPc111MMUc5qDnwcHV69Wck1zLZjPhBSsRqs5yk4P', timestamp=1704682140000.0, type='dca_executor', close_timestamp=1704684240000.0, close_type=, status=, config=DCAExecutorConfig(id='wyqPc111MMUc5qDnwcHV69Wck1zLZjPhBSsRqs5yk4P', type='dca_executor', timestamp=1704682140000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.506377200000000076480580202'), Decimal('2.501364445600000076327619042'), Decimal('2.486326182400000075868735560'), Decimal('2.481313428000000075715774400'), Decimal('2.468781542000000075333371499'), Decimal('2.456249656000000074950968598')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.01326318625583954198543512603691851836629211902618408203125'), net_pnl_quote=Decimal('-6.5485403187462996044132523820735514163970947265625'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 2.435, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.475088276932536}, controller_id=None),\n ExecutorInfo(id='2bc8JNunT5958j2Dg7DnAQmK1vDgU8r9jaSssqxxPYak', timestamp=1704681420000.0, type='dca_executor', close_timestamp=1704684300000.0, close_type=, status=, config=DCAExecutorConfig(id='2bc8JNunT5958j2Dg7DnAQmK1vDgU8r9jaSssqxxPYak', type='dca_executor', timestamp=1704681420000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.502996000000000220812784723'), Decimal('2.508001992000000221254410292'), Decimal('2.523019968000000222579287001'), Decimal('2.528025960000000223020912570'), Decimal('2.540540940000000224124976494'), Decimal('2.553055920000000225229040417')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.0379631101923998404146232132916338741779327392578125'), net_pnl_quote=Decimal('2.71526626233259804621411603875458240509033203125'), cum_fees_quote=Decimal('0.0429142857142857103713851074644480831921100616455078125'), filled_amount_quote=Decimal('71.5238095238095183958648703992366790771484375'), is_active=False, is_trading=False, custom_info={'close_price': 2.4201, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.50633554992277}, controller_id=None),\n ExecutorInfo(id='6A2P272WuqcYB46gcAsNmikjuTZFAiGFhbMSpBxR9wT8', timestamp=1704684300000.0, type='dca_executor', close_timestamp=1704685680000.0, close_type=, status=, config=DCAExecutorConfig(id='6A2P272WuqcYB46gcAsNmikjuTZFAiGFhbMSpBxR9wT8', type='dca_executor', timestamp=1704684300000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047623'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142858')], prices=[Decimal('2.424940200000000140357629684'), Decimal('2.429790080400000140638344943'), Decimal('2.444339721600000141480490721'), Decimal('2.449189602000000141761205981'), Decimal('2.461314303000000142462994129'), Decimal('2.473439004000000143164782278')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('-0.01370487273407631871602330164705563220195472240447998046875'), net_pnl_quote=Decimal('-6.9382549748729704930383377359248697757720947265625'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 2.497, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.4554044877733623}, controller_id=None),\n ExecutorInfo(id='CF37NHAeFkCkJch1ubZfvr89NHmmsz17UfKdr9y6wSLU', timestamp=1704687840000.0, type='dca_executor', close_timestamp=1704687960000.0, close_type=, status=, config=DCAExecutorConfig(id='CF37NHAeFkCkJch1ubZfvr89NHmmsz17UfKdr9y6wSLU', type='dca_executor', timestamp=1704687840000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714290'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.503383199999999963021241056'), Decimal('2.498376433599999963095198574'), Decimal('2.483356134399999963317071128'), Decimal('2.478349367999999963391028645'), Decimal('2.465832451999999963575922440'), Decimal('2.453315535999999963760816235')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.5241, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.5033832}, controller_id=None),\n ExecutorInfo(id='9XM6Hm69dBpoSp1uTjEXWbtQWb9a2fyX21o4TSJtj5HH', timestamp=1704688020000.0, type='dca_executor', close_timestamp=1704688140000.0, close_type=, status=, config=DCAExecutorConfig(id='9XM6Hm69dBpoSp1uTjEXWbtQWb9a2fyX21o4TSJtj5HH', type='dca_executor', timestamp=1704688020000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.513762400000000149519802095'), Decimal('2.508734875200000149220762491'), Decimal('2.493652300800000148323643678'), Decimal('2.488624776000000148024604074'), Decimal('2.476055964000000147277005064'), Decimal('2.463487152000000146529406053')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.5267, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.5137624}, controller_id=None),\n ExecutorInfo(id='8pRsJQFqxWkcKbhRyaRxjemTnHBGBUdE8XYZrWUVWFNh', timestamp=1704688200000.0, type='dca_executor', close_timestamp=1704688320000.0, close_type=, status=, config=DCAExecutorConfig(id='8pRsJQFqxWkcKbhRyaRxjemTnHBGBUdE8XYZrWUVWFNh', type='dca_executor', timestamp=1704688200000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.524640600000000059460898705'), Decimal('2.519591318800000059341976908'), Decimal('2.504443475200000058985211515'), Decimal('2.499394194000000058866289718'), Decimal('2.486770991000000058568985224'), Decimal('2.474147788000000058271680731')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.529, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.5246406}, controller_id=None),\n ExecutorInfo(id='GkVgBVpFkJgxuLBX2691DJUDUH8qpA4uiovPcksSxiAK', timestamp=1704688380000.0, type='dca_executor', close_timestamp=1704688500000.0, close_type=, status=, config=DCAExecutorConfig(id='GkVgBVpFkJgxuLBX2691DJUDUH8qpA4uiovPcksSxiAK', type='dca_executor', timestamp=1704688380000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.525039800000000015495339734'), Decimal('2.519989720400000015464349055'), Decimal('2.504839481600000015371377016'), Decimal('2.499789402000000015340386337'), Decimal('2.487164203000000015262909638'), Decimal('2.474539004000000015185432939')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.5356, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.5250398}, controller_id=None),\n ExecutorInfo(id='8LtDHQpKLjnUPqLYX1m4hvuXQugA8GjpFk9ZUXzaUD8K', timestamp=1704688560000.0, type='dca_executor', close_timestamp=1704688680000.0, close_type=, status=, config=DCAExecutorConfig(id='8LtDHQpKLjnUPqLYX1m4hvuXQugA8GjpFk9ZUXzaUD8K', type='dca_executor', timestamp=1704688560000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.533722400000000167247010685'), Decimal('2.528654955200000166912516664'), Decimal('2.513452620800000165909034600'), Decimal('2.508385176000000165574540578'), Decimal('2.495716564000000164738305525'), Decimal('2.483047952000000163902070471')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.5423, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.5337224000000003}, controller_id=None),\n ExecutorInfo(id='9C6V2jA2qzuJ67HXpAqeLCgRYmozDLb1uTvgox7XcAzN', timestamp=1704688740000.0, type='dca_executor', close_timestamp=1704688860000.0, close_type=, status=, config=DCAExecutorConfig(id='9C6V2jA2qzuJ67HXpAqeLCgRYmozDLb1uTvgox7XcAzN', type='dca_executor', timestamp=1704688740000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.537215400000000004148885402'), Decimal('2.532140969200000004140587631'), Decimal('2.516917676800000004115694319'), Decimal('2.511843246000000004107396548'), Decimal('2.499157169000000004086652121'), Decimal('2.486471092000000004065907694')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.5456, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.5372154}, controller_id=None),\n ExecutorInfo(id='2KxrSfbdibicBNUhXou1sVgJvLMs73FDcTFhtk3P8Pdo', timestamp=1704688920000.0, type='dca_executor', close_timestamp=1704689040000.0, close_type=, status=, config=DCAExecutorConfig(id='2KxrSfbdibicBNUhXou1sVgJvLMs73FDcTFhtk3P8Pdo', type='dca_executor', timestamp=1704688920000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571427'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.536117599999999903453656858'), Decimal('2.531045364799999903646749544'), Decimal('2.515828659199999904226027603'), Decimal('2.510756423999999904419120289'), Decimal('2.498075835999999904901852005'), Decimal('2.485395247999999905384583721')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.5493, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.5361176}, controller_id=None),\n ExecutorInfo(id='5F6CvLQqZrCisWFP4gRug9XgEDHEH1MtvFrqQycTB8Tq', timestamp=1704689100000.0, type='dca_executor', close_timestamp=1704689220000.0, close_type=, status=, config=DCAExecutorConfig(id='5F6CvLQqZrCisWFP4gRug9XgEDHEH1MtvFrqQycTB8Tq', type='dca_executor', timestamp=1704689100000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.544600600000000077188107295'), Decimal('2.539511398800000077033731080'), Decimal('2.524243795200000076570602437'), Decimal('2.519154594000000076416226222'), Decimal('2.506431591000000076030285686'), Decimal('2.493708588000000075644345149')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.5482, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.5446006}, controller_id=None),\n ExecutorInfo(id='71NQbivdTti6dFhA1rpZnV2CAGYXxMqpXgStr9AQe4CR', timestamp=1704689280000.0, type='dca_executor', close_timestamp=1704689400000.0, close_type=, status=, config=DCAExecutorConfig(id='71NQbivdTti6dFhA1rpZnV2CAGYXxMqpXgStr9AQe4CR', type='dca_executor', timestamp=1704689280000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428569'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047617'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.553997800000000165993689626'), Decimal('2.559105795600000166325677005'), Decimal('2.574429782400000167321639143'), Decimal('2.579537778000000167653626522'), Decimal('2.592307767000000168483594970'), Decimal('2.605077756000000169313563419')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.5419, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.5539978000000003}, controller_id=None),\n ExecutorInfo(id='584xc5nzxWYdmvLGC7YkxLY1MNQMqnaPsV393RrX4S8x', timestamp=1704689460000.0, type='dca_executor', close_timestamp=1704689580000.0, close_type=, status=, config=DCAExecutorConfig(id='584xc5nzxWYdmvLGC7YkxLY1MNQMqnaPsV393RrX4S8x', type='dca_executor', timestamp=1704689460000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.545681199999999969491329409'), Decimal('2.550772562399999969430312068'), Decimal('2.566046649599999969247260044'), Decimal('2.571138011999999969186242703'), Decimal('2.583866417999999969033699350'), Decimal('2.596594823999999968881155997')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.5379, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.5456811999999998}, controller_id=None),\n ExecutorInfo(id='AxwG9Ngjy1njAy74Dk1qypsyxs5qu6xhprz7ut4N4jFM', timestamp=1704689640000.0, type='dca_executor', close_timestamp=1704689760000.0, close_type=, status=, config=DCAExecutorConfig(id='AxwG9Ngjy1njAy74Dk1qypsyxs5qu6xhprz7ut4N4jFM', type='dca_executor', timestamp=1704689640000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.546883599999999837066108620'), Decimal('2.551977367199999836740240837'), Decimal('2.567258668799999835762637489'), Decimal('2.572352435999999835436769706'), Decimal('2.585086853999999834622100249'), Decimal('2.597821271999999833807430792')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.5402, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.5468835999999997}, controller_id=None),\n ExecutorInfo(id='8R8K54juRqjHAAfFMAWzFJWdmFwKbrYvPSKuk3NV2KFp', timestamp=1704689280000.0, type='dca_executor', close_timestamp=1704702060000.0, close_type=, status=, config=DCAExecutorConfig(id='8R8K54juRqjHAAfFMAWzFJWdmFwKbrYvPSKuk3NV2KFp', type='dca_executor', timestamp=1704689280000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.543802200000000165119225237'), Decimal('2.538714595600000164788986787'), Decimal('2.523451782400000163798271435'), Decimal('2.518364178000000163468032985'), Decimal('2.505645167000000162642436858'), Decimal('2.492926156000000161816840732')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.03180270840338129956226254080320359207689762115478515625'), net_pnl_quote=Decimal('2.26859319944119963707862552837468683719635009765625'), cum_fees_quote=Decimal('0.042800000000000004707345624410663731396198272705078125'), filled_amount_quote=Decimal('71.333333333333342807236476801335811614990234375'), is_active=False, is_trading=False, custom_info={'close_price': 2.6193, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.5404127279097466}, controller_id=None),\n ExecutorInfo(id='GeEK5CmRaXtvtciTrB1oXgcxPVrxth9z4cQL3RHum4J', timestamp=1704689820000.0, type='dca_executor', close_timestamp=1704702060000.0, close_type=, status=, config=DCAExecutorConfig(id='GeEK5CmRaXtvtciTrB1oXgcxPVrxth9z4cQL3RHum4J', type='dca_executor', timestamp=1704689820000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.547083999999999814995238489'), Decimal('2.552178167999999814625228966'), Decimal('2.567460671999999813515200397'), Decimal('2.572554839999999813145190874'), Decimal('2.585290259999999812220167066'), Decimal('2.598025679999999811295143259')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('-0.01393955986358939337643736422478468739427626132965087890625'), net_pnl_quote=Decimal('-7.0570681280833635895533006987534463405609130859375'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 2.6193, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.5790827684475377}, controller_id=None),\n ExecutorInfo(id='8j1xtjy3gge4RVUWPZp6hxKkxF8o7XZ1q5dQp57XBDRc', timestamp=1704705660000.0, type='dca_executor', close_timestamp=1704705780000.0, close_type=, status=, config=DCAExecutorConfig(id='8j1xtjy3gge4RVUWPZp6hxKkxF8o7XZ1q5dQp57XBDRc', type='dca_executor', timestamp=1704705660000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428574'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.593877399999999778687027884'), Decimal('2.599065154799999778244401940'), Decimal('2.614628419199999776916524107'), Decimal('2.619816173999999776473898163'), Decimal('2.632785560999999775367333302'), Decimal('2.645754947999999774260768442')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.584, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.5938773999999998}, controller_id=None),\n ExecutorInfo(id='2b1fPkxhsX12NUHBMNT3wLjSoe9s8pNd6v9bA7dqAZVs', timestamp=1704705840000.0, type='dca_executor', close_timestamp=1704705960000.0, close_type=, status=, config=DCAExecutorConfig(id='2b1fPkxhsX12NUHBMNT3wLjSoe9s8pNd6v9bA7dqAZVs', type='dca_executor', timestamp=1704705840000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.587865399999999995835743559'), Decimal('2.593041130799999995827415046'), Decimal('2.608568323199999995802429507'), Decimal('2.613744053999999995794100995'), Decimal('2.626683380999999995773279712'), Decimal('2.639622707999999995752458430')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.5827, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.5878654}, controller_id=None),\n ExecutorInfo(id='HqSnX5YCHgmhwzdtJR9FNJfrYoUoAeX4bwMJt5mCWpof', timestamp=1704706020000.0, type='dca_executor', close_timestamp=1704706140000.0, close_type=, status=, config=DCAExecutorConfig(id='HqSnX5YCHgmhwzdtJR9FNJfrYoUoAeX4bwMJt5mCWpof', type='dca_executor', timestamp=1704706020000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428569'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.597684999999999804317883655'), Decimal('2.602880369999999803926519422'), Decimal('2.618466479999999802752426724'), Decimal('2.623661849999999802361062492'), Decimal('2.636650274999999801382651910'), Decimal('2.649638699999999800404241328')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.5964, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.597685}, controller_id=None),\n ExecutorInfo(id='32FPS6xMYR3nw59iew4KYgbfao7Xs5XRVS1Aa6C4gw3Y', timestamp=1704706200000.0, type='dca_executor', close_timestamp=1704706320000.0, close_type=, status=, config=DCAExecutorConfig(id='32FPS6xMYR3nw59iew4KYgbfao7Xs5XRVS1Aa6C4gw3Y', type='dca_executor', timestamp=1704706200000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.599187999999999861275051803'), Decimal('2.604386375999999860997601907'), Decimal('2.619981503999999860165252217'), Decimal('2.625179879999999859887802321'), Decimal('2.638175819999999859194177580'), Decimal('2.651171759999999858500552839')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.5798, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.599188}, controller_id=None),\n ExecutorInfo(id='8huNA31NKhYHdf5gsRbGDDmhn5vaTxCgEd3Z5nYnttMm', timestamp=1704706380000.0, type='dca_executor', close_timestamp=1704706500000.0, close_type=, status=, config=DCAExecutorConfig(id='8huNA31NKhYHdf5gsRbGDDmhn5vaTxCgEd3Z5nYnttMm', type='dca_executor', timestamp=1704706380000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428574'), Decimal('72.00000000000000000000000005'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.584959600000000093374666331'), Decimal('2.590129519200000093561415664'), Decimal('2.605639276800000094121663662'), Decimal('2.610809196000000094308412994'), Decimal('2.623733994000000094775286326'), Decimal('2.636658792000000095242159658')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.5798, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.5849596}, controller_id=None),\n ExecutorInfo(id='De9UcR7aXprEY1KAvtegjV8T8NrwnNxULb2ob5xwYPRk', timestamp=1704706560000.0, type='dca_executor', close_timestamp=1704715260000.0, close_type=, status=, config=DCAExecutorConfig(id='De9UcR7aXprEY1KAvtegjV8T8NrwnNxULb2ob5xwYPRk', type='dca_executor', timestamp=1704706560000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047623'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.578647000000000121140993069'), Decimal('2.583804294000000121383275055'), Decimal('2.599276176000000122110121014'), Decimal('2.604433470000000122352403000'), Decimal('2.617326705000000122958107965'), Decimal('2.630219940000000123563812930')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('-0.0142964864358016245649007913698369520716369152069091796875'), net_pnl_quote=Decimal('-7.23776645439166532725039360229857265949249267578125'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 2.6533, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.611042291345295}, controller_id=None),\n ExecutorInfo(id='EYhv3pSLBn232afgsFbAUo1wQRQXPsrK5YCXsG5Hgxsf', timestamp=1704702060000.0, type='dca_executor', close_timestamp=1704715380000.0, close_type=, status=, config=DCAExecutorConfig(id='EYhv3pSLBn232afgsFbAUo1wQRQXPsrK5YCXsG5Hgxsf', type='dca_executor', timestamp=1704702060000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714290'), Decimal('94.28571428571428571428571433'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.614061399999999961598380616'), Decimal('2.608833277199999961675183855'), Decimal('2.593148908799999961905593571'), Decimal('2.587920785999999961982396810'), Decimal('2.574850478999999962174404907'), Decimal('2.561780171999999962366413004')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.031266794892132181160615544968095491640269756317138671875'), net_pnl_quote=Decimal('15.4376077542415490739813321852125227451324462890625'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 2.6591, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.581428177020543}, controller_id=None),\n ExecutorInfo(id='8Q1WyWPbh3eu7aN3LSTYuyeenA6EYKtQ1fEVyPbiyj7p', timestamp=1704715380000.0, type='dca_executor', close_timestamp=1704715500000.0, close_type=, status=, config=DCAExecutorConfig(id='8Q1WyWPbh3eu7aN3LSTYuyeenA6EYKtQ1fEVyPbiyj7p', type='dca_executor', timestamp=1704715380000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.653781800000000019035577281'), Decimal('2.648474236400000018997506126'), Decimal('2.632551545600000018883292663'), Decimal('2.627243982000000018845221508'), Decimal('2.613975073000000018750043622'), Decimal('2.600706164000000018654865735')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6544, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6537818}, controller_id=None),\n ExecutorInfo(id='97LTY8tKkyYFV9GoQwyx2SgksNykmg3EX7YQYU959Caq', timestamp=1704715560000.0, type='dca_executor', close_timestamp=1704715680000.0, close_type=, status=, config=DCAExecutorConfig(id='97LTY8tKkyYFV9GoQwyx2SgksNykmg3EX7YQYU959Caq', type='dca_executor', timestamp=1704715560000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619047'), Decimal('139.9999999999999999999999999')], prices=[Decimal('2.643202999999999854519795728'), Decimal('2.637916593999999854810756137'), Decimal('2.622057375999999855683637362'), Decimal('2.616770969999999855974597771'), Decimal('2.603554954999999856701998792'), Decimal('2.590338939999999857429399813')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.68, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6432029999999997}, controller_id=None),\n ExecutorInfo(id='3eQbCsm5KwvXkpzvTDmeMzyUow4MbAvMDDRGZPeG31QB', timestamp=1704715740000.0, type='dca_executor', close_timestamp=1704715860000.0, close_type=, status=, config=DCAExecutorConfig(id='3eQbCsm5KwvXkpzvTDmeMzyUow4MbAvMDDRGZPeG31QB', type='dca_executor', timestamp=1704715740000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380955'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571434'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.671246800000000089947013726'), Decimal('2.665904306400000089767119699'), Decimal('2.649876825600000089227437616'), Decimal('2.644534332000000089047543589'), Decimal('2.631178098000000088597808520'), Decimal('2.617821864000000088148073451')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6752, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6712468}, controller_id=None),\n ExecutorInfo(id='5B97U9nwGaQPdTFBXNuS34mZhoXoe72k59CeCJ8VoYrT', timestamp=1704715920000.0, type='dca_executor', close_timestamp=1704716040000.0, close_type=, status=, config=DCAExecutorConfig(id='5B97U9nwGaQPdTFBXNuS34mZhoXoe72k59CeCJ8VoYrT', type='dca_executor', timestamp=1704715920000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.678332599999999974359889132'), Decimal('2.672975934799999974411169354'), Decimal('2.656905939199999974565010019'), Decimal('2.651549273999999974616290241'), Decimal('2.638157610999999974744490795'), Decimal('2.624765947999999974872691349')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6862, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6783326}, controller_id=None),\n ExecutorInfo(id='FhWZ74Bzi91g2UoE7M5jzL2teetzmCoc4gZoBMyR41Ew', timestamp=1704718860000.0, type='dca_executor', close_timestamp=1704718980000.0, close_type=, status=, config=DCAExecutorConfig(id='FhWZ74Bzi91g2UoE7M5jzL2teetzmCoc4gZoBMyR41Ew', type='dca_executor', timestamp=1704718860000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.688866999999999996551904023'), Decimal('2.694244733999999996545007831'), Decimal('2.710377935999999996524319255'), Decimal('2.715755669999999996517423063'), Decimal('2.729200004999999996500182583'), Decimal('2.742644339999999996482942103')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6852, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.688867}, controller_id=None),\n ExecutorInfo(id='3HyKvwEjujjtwWaiwioTuDTjzCUPuEhs4rjS63vXDSAC', timestamp=1704719040000.0, type='dca_executor', close_timestamp=1704719160000.0, close_type=, status=, config=DCAExecutorConfig(id='3HyKvwEjujjtwWaiwioTuDTjzCUPuEhs4rjS63vXDSAC', type='dca_executor', timestamp=1704719040000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428570'), Decimal('72.00000000000000000000000000'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.690570400000000031438202041'), Decimal('2.695951540800000031501078445'), Decimal('2.712094963200000031689707657'), Decimal('2.717476104000000031752584061'), Decimal('2.730928956000000031909775072'), Decimal('2.744381808000000032066966082')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6749, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.6905704}, controller_id=None),\n ExecutorInfo(id='FekwuF5EBVmzpQ9epKjtDvxqvhWoHqN83rszFotS7gq8', timestamp=1704719220000.0, type='dca_executor', close_timestamp=1704719340000.0, close_type=, status=, config=DCAExecutorConfig(id='FekwuF5EBVmzpQ9epKjtDvxqvhWoHqN83rszFotS7gq8', type='dca_executor', timestamp=1704719220000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428574'), Decimal('72.00000000000000000000000006'), Decimal('96.19047619047619047619047623'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.682053399999999857006711955'), Decimal('2.687417506799999856720725379'), Decimal('2.703509827199999855862765651'), Decimal('2.708873933999999855576779075'), Decimal('2.722284200999999854861812634'), Decimal('2.735694467999999854146846194')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6757, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.6820534}, controller_id=None),\n ExecutorInfo(id='5AJcoXDDKwtcgfznrRCQwBkLwnaQtNtqAuSGkA3PSSps', timestamp=1704716100000.0, type='dca_executor', close_timestamp=1704729120000.0, close_type=, status=, config=DCAExecutorConfig(id='5AJcoXDDKwtcgfznrRCQwBkLwnaQtNtqAuSGkA3PSSps', type='dca_executor', timestamp=1704716100000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.694001199999999799915309517'), Decimal('2.688613197599999800315478898'), Decimal('2.672449190399999801515987041'), Decimal('2.667061187999999801916156422'), Decimal('2.653591181999999802916579874'), Decimal('2.640121175999999803917003327')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.0371008297154550581442578049973235465586185455322265625'), net_pnl_quote=Decimal('13.1239768352979950805092812515795230865478515625'), cum_fees_quote=Decimal('0.212242857142857122010326520467060618102550506591796875'), filled_amount_quote=Decimal('353.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 2.7631, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.668383981212223}, controller_id=None),\n ExecutorInfo(id='52cQMids319G91TFaaraxaQTiMbDRbUWuVAX2iUUph4a', timestamp=1704719400000.0, type='dca_executor', close_timestamp=1704729120000.0, close_type=, status=, config=DCAExecutorConfig(id='52cQMids319G91TFaaraxaQTiMbDRbUWuVAX2iUUph4a', type='dca_executor', timestamp=1704719400000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047624'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.680750799999999777978673675'), Decimal('2.686112301599999777534631022'), Decimal('2.702196806399999776202503064'), Decimal('2.707558307999999775758460412'), Decimal('2.720962061999999774648353780'), Decimal('2.734365815999999773538247148')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('-0.0160133022677683110879254257952197804115712642669677734375'), net_pnl_quote=Decimal('-8.1069249076085139193992290529422461986541748046875'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 2.7631, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.714428811449466}, controller_id=None),\n ExecutorInfo(id='FsyawCzju9JH9hK6GSm4h4b6sgHP3Mf6UUEkoxdqPcVB', timestamp=1704732720000.0, type='dca_executor', close_timestamp=1704732840000.0, close_type=, status=, config=DCAExecutorConfig(id='FsyawCzju9JH9hK6GSm4h4b6sgHP3Mf6UUEkoxdqPcVB', type='dca_executor', timestamp=1704732720000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.726341799999999874095683859'), Decimal('2.731794483599999873843875227'), Decimal('2.748152534399999873088449330'), Decimal('2.753605217999999872836640698'), Decimal('2.767236926999999872207119117'), Decimal('2.780868635999999871577597536')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7182, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7263417999999997}, controller_id=None),\n ExecutorInfo(id='GmsQQ35x3ihN7XKvFDZ6kaDDUmcSgbCubBjivx9vgWSa', timestamp=1704732900000.0, type='dca_executor', close_timestamp=1704733020000.0, close_type=, status=, config=DCAExecutorConfig(id='GmsQQ35x3ihN7XKvFDZ6kaDDUmcSgbCubBjivx9vgWSa', type='dca_executor', timestamp=1704732900000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.724538200000000072733515043'), Decimal('2.729987276400000072878982073'), Decimal('2.746334505600000073315383163'), Decimal('2.751783582000000073460850193'), Decimal('2.765406273000000073824517769'), Decimal('2.779028964000000074188185344')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7206, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7245382}, controller_id=None),\n ExecutorInfo(id='HjqjdmxRmec1vZz1C8RgWZL9HfQqN98Wku5P8uFkCRdE', timestamp=1704733080000.0, type='dca_executor', close_timestamp=1704733200000.0, close_type=, status=, config=DCAExecutorConfig(id='HjqjdmxRmec1vZz1C8RgWZL9HfQqN98Wku5P8uFkCRdE', type='dca_executor', timestamp=1704733080000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.726041200000000129690683192'), Decimal('2.731493282400000129950064558'), Decimal('2.747849529600000130728208658'), Decimal('2.753301612000000130987590024'), Decimal('2.766931818000000131636043440'), Decimal('2.780562024000000132284496856')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7163, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7260412}, controller_id=None),\n ExecutorInfo(id='6eSjkcq8M5GNyGjT31kgrqtxjJcWtX7Woao3M57tkhwH', timestamp=1704733260000.0, type='dca_executor', close_timestamp=1704733380000.0, close_type=, status=, config=DCAExecutorConfig(id='6eSjkcq8M5GNyGjT31kgrqtxjJcWtX7Woao3M57tkhwH', type='dca_executor', timestamp=1704733260000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428570'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.721732599999999936748308614'), Decimal('2.727176065199999936621805231'), Decimal('2.743506460799999936242295083'), Decimal('2.748949925999999936115791700'), Decimal('2.762558588999999935799533243'), Decimal('2.776167251999999935483274786')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7209, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7217325999999997}, controller_id=None),\n ExecutorInfo(id='Dw7PUBmAGTWX3x935UwmoQBy5niXejvyfwzNrv1VHbCa', timestamp=1704733440000.0, type='dca_executor', close_timestamp=1704733560000.0, close_type=, status=, config=DCAExecutorConfig(id='Dw7PUBmAGTWX3x935UwmoQBy5niXejvyfwzNrv1VHbCa', type='dca_executor', timestamp=1704733440000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.731953000000000146066096717'), Decimal('2.737416906000000146358228910'), Decimal('2.753808624000000147234625491'), Decimal('2.759272530000000147526757684'), Decimal('2.772932295000000148257088168'), Decimal('2.786592060000000148987418651')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7261, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7319530000000003}, controller_id=None),\n ExecutorInfo(id='4ndh1SBPoBRPEeBQ9Ri68oq2bHpP5qaSzYH67wq7EWAm', timestamp=1704733620000.0, type='dca_executor', close_timestamp=1704733740000.0, close_type=, status=, config=DCAExecutorConfig(id='4ndh1SBPoBRPEeBQ9Ri68oq2bHpP5qaSzYH67wq7EWAm', type='dca_executor', timestamp=1704733620000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.739067200000000030016289453'), Decimal('2.744545334400000030076322032'), Decimal('2.760979737600000030256419769'), Decimal('2.766457872000000030316452348'), Decimal('2.780153208000000030466533795'), Decimal('2.793848544000000030616615242')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7268, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7390672}, controller_id=None),\n ExecutorInfo(id='3YAt8KaTTqtan5LbSyKeo1AcvJTuVeMrgV9LSwYr3hvt', timestamp=1704733800000.0, type='dca_executor', close_timestamp=1704733920000.0, close_type=, status=, config=DCAExecutorConfig(id='3YAt8KaTTqtan5LbSyKeo1AcvJTuVeMrgV9LSwYr3hvt', type='dca_executor', timestamp=1704733800000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.737764599999999950988251173'), Decimal('2.743240129199999950890227675'), Decimal('2.759666716799999950596157182'), Decimal('2.765142245999999950498133685'), Decimal('2.778831068999999950253074941'), Decimal('2.792519891999999950008016196')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7303, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7377645999999998}, controller_id=None),\n ExecutorInfo(id='A1CAebyAraYN1Gyvf2vCYBRrNDQMh7H6Pw1WUwc6Lic2', timestamp=1704733980000.0, type='dca_executor', close_timestamp=1704734100000.0, close_type=, status=, config=DCAExecutorConfig(id='A1CAebyAraYN1Gyvf2vCYBRrNDQMh7H6Pw1WUwc6Lic2', type='dca_executor', timestamp=1704733980000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.747283600000000015065390601'), Decimal('2.752778167200000015095521382'), Decimal('2.769261868800000015185913726'), Decimal('2.774756436000000015216044507'), Decimal('2.788492854000000015291371460'), Decimal('2.802229272000000015366698413')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7409, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7472836}, controller_id=None),\n ExecutorInfo(id='BsDD4chiLzSMDvrCwdPQU6DwkRfdkpTghtr8VGTaDHei', timestamp=1704734160000.0, type='dca_executor', close_timestamp=1704734280000.0, close_type=, status=, config=DCAExecutorConfig(id='BsDD4chiLzSMDvrCwdPQU6DwkRfdkpTghtr8VGTaDHei', type='dca_executor', timestamp=1704734160000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.732153400000000123995226585'), Decimal('2.737617706800000124243217038'), Decimal('2.754010627200000124987188398'), Decimal('2.759474934000000125235178851'), Decimal('2.773135701000000125855154984'), Decimal('2.786796468000000126475131117')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7317, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7321534}, controller_id=None),\n ExecutorInfo(id='GyjEp5KznE7beSYpYQM9casGo4Hg4pFt6UyuLWdS9xVk', timestamp=1704734340000.0, type='dca_executor', close_timestamp=1704734460000.0, close_type=, status=, config=DCAExecutorConfig(id='GyjEp5KznE7beSYpYQM9casGo4Hg4pFt6UyuLWdS9xVk', type='dca_executor', timestamp=1704734340000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000005'), Decimal('96.19047619047619047619047623'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.737163400000000017200861567'), Decimal('2.742637726800000017235263290'), Decimal('2.759060707200000017338468460'), Decimal('2.764535034000000017372870183'), Decimal('2.778220851000000017458874491'), Decimal('2.791906668000000017544878798')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7322, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7371634}, controller_id=None),\n ExecutorInfo(id='A9jHkiQ4AQyxuz7Snq3oQBMDJwEhe3DeYwyAeYDhPWUa', timestamp=1704734520000.0, type='dca_executor', close_timestamp=1704738720000.0, close_type=, status=, config=DCAExecutorConfig(id='A9jHkiQ4AQyxuz7Snq3oQBMDJwEhe3DeYwyAeYDhPWUa', type='dca_executor', timestamp=1704734520000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428574'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.730349799999999877655669499'), Decimal('2.735810499599999877410980838'), Decimal('2.752192598399999876676914855'), Decimal('2.757653297999999876432226194'), Decimal('2.771305046999999875820504541'), Decimal('2.784956795999999875208782889')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('-0.0150632936348847508434278807953887735493481159210205078125'), net_pnl_quote=Decimal('-7.62597172758462971131621088716201484203338623046875'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 2.8107, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.7646509188602266}, controller_id=None),\n ExecutorInfo(id='FK9NACu5Lhv5DWmG6p5LAEhe9o3MudixhVK9sWWcqvro', timestamp=1704729120000.0, type='dca_executor', close_timestamp=1704738900000.0, close_type=, status=, config=DCAExecutorConfig(id='FK9NACu5Lhv5DWmG6p5LAEhe9o3MudixhVK9sWWcqvro', type='dca_executor', timestamp=1704729120000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571435'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.757573800000000111217061949'), Decimal('2.752058652400000110994627825'), Decimal('2.735513209600000110327325453'), Decimal('2.729998062000000110104891330'), Decimal('2.716210193000000109548806020'), Decimal('2.702422324000000108992720710')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.0325987909926984398278904109247378073632717132568359375'), net_pnl_quote=Decimal('11.5314342328219208155815067584626376628875732421875'), cum_fees_quote=Decimal('0.212242857142857122010326520467060618102550506591796875'), filled_amount_quote=Decimal('353.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 2.8183, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.731352070270243}, controller_id=None),\n ExecutorInfo(id='J9gmjwwFYxjczMgFy3kuXkwdb15wLdU9HiXPs2SNBD26', timestamp=1704738900000.0, type='dca_executor', close_timestamp=1704739020000.0, close_type=, status=, config=DCAExecutorConfig(id='J9gmjwwFYxjczMgFy3kuXkwdb15wLdU9HiXPs2SNBD26', type='dca_executor', timestamp=1704738900000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380955'), Decimal('70.85714285714285714285714290'), Decimal('94.28571428571428571428571434'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000001')], prices=[Decimal('2.812663399999999805583332513'), Decimal('2.807038073199999805972165848'), Decimal('2.790162092799999807138665853'), Decimal('2.784536765999999807527499188'), Decimal('2.770473448999999808499582525'), Decimal('2.756410131999999809471665863')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8156, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.8126634}, controller_id=None),\n ExecutorInfo(id='Dq4tJruPAM5PgyQiXyVhwjyFeBWVFrPTSPbQ9TfD21KR', timestamp=1704742320000.0, type='dca_executor', close_timestamp=1704742440000.0, close_type=, status=, config=DCAExecutorConfig(id='Dq4tJruPAM5PgyQiXyVhwjyFeBWVFrPTSPbQ9TfD21KR', type='dca_executor', timestamp=1704742320000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428570'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.845780200000000069178733574'), Decimal('2.851471760400000069317091041'), Decimal('2.868546441600000069732163443'), Decimal('2.874238002000000069870520910'), Decimal('2.888466903000000070216414578'), Decimal('2.902695804000000070562308245')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.837, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.8457802}, controller_id=None),\n ExecutorInfo(id='6JWbJcQ8i7uW8wQYcicMRgUDuXew6CWguLXnyWpmv1Vc', timestamp=1704742500000.0, type='dca_executor', close_timestamp=1704742620000.0, close_type=, status=, config=DCAExecutorConfig(id='6JWbJcQ8i7uW8wQYcicMRgUDuXew6CWguLXnyWpmv1Vc', type='dca_executor', timestamp=1704742500000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.844577800000000201603954363'), Decimal('2.850266955600000202007162272'), Decimal('2.867334422400000203216785998'), Decimal('2.873023578000000203619993907'), Decimal('2.887246467000000204628013678'), Decimal('2.901469356000000205636033450')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8418, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.8445778}, controller_id=None),\n ExecutorInfo(id='AXzrWzgf6CQRToN7LyPX4zG5jgbnxQ9GirJX3fvcQwYk', timestamp=1704742680000.0, type='dca_executor', close_timestamp=1704742800000.0, close_type=, status=, config=DCAExecutorConfig(id='AXzrWzgf6CQRToN7LyPX4zG5jgbnxQ9GirJX3fvcQwYk', type='dca_executor', timestamp=1704742680000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047623'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.851291200000000129695887362'), Decimal('2.856993782400000129955279137'), Decimal('2.874101529600000130733454461'), Decimal('2.879804112000000130992846236'), Decimal('2.894060568000000131641325672'), Decimal('2.908317024000000132289805109')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8277, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.8512912}, controller_id=None),\n ExecutorInfo(id='4Q8mvfckdKqpjuaadsfBwBjQd5YUEpb5bA4k68uqFBqw', timestamp=1704742860000.0, type='dca_executor', close_timestamp=1704742980000.0, close_type=, status=, config=DCAExecutorConfig(id='4Q8mvfckdKqpjuaadsfBwBjQd5YUEpb5bA4k68uqFBqw', type='dca_executor', timestamp=1704742860000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000003'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.840970600000000153902228460'), Decimal('2.846652541200000154210032917'), Decimal('2.863698364800000155133446288'), Decimal('2.869380306000000155441250745'), Decimal('2.883585159000000156210761887'), Decimal('2.897790012000000156980273029')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.8384, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.8409706000000003}, controller_id=None),\n ExecutorInfo(id='EJxBAdHDXJd7ksisoZsioCMQJnDfReig2dCiC9q8cmZv', timestamp=1704743040000.0, type='dca_executor', close_timestamp=1704760080000.0, close_type=, status=, config=DCAExecutorConfig(id='EJxBAdHDXJd7ksisoZsioCMQJnDfReig2dCiC9q8cmZv', type='dca_executor', timestamp=1704743040000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.843876400000000056363305688'), Decimal('2.849564152800000056476032299'), Decimal('2.866627411200000056814212134'), Decimal('2.872315164000000056926938745'), Decimal('2.886534546000000057208755273'), Decimal('2.900753928000000057490571802')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.03310010250620980254421255040142568759620189666748046875'), net_pnl_quote=Decimal('7.9345674293457211234681381029076874256134033203125'), cum_fees_quote=Decimal('0.1438285714285714167459673262783326208591461181640625'), filled_amount_quote=Decimal('239.71428571428572240620269440114498138427734375'), is_active=False, is_trading=False, custom_info={'close_price': 2.7714, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.8632536269606677}, controller_id=None),\n ExecutorInfo(id='F9C3hrsEfT8BrLGJPCr2RZRJe9cTLcAeFqcRE3qFz9Uz', timestamp=1704739080000.0, type='dca_executor', close_timestamp=1704773940000.0, close_type=, status=, config=DCAExecutorConfig(id='F9C3hrsEfT8BrLGJPCr2RZRJe9cTLcAeFqcRE3qFz9Uz', type='dca_executor', timestamp=1704739080000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714285'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.817453800000000164398687719'), Decimal('2.811818892400000164069890344'), Decimal('2.794914169600000163083498217'), Decimal('2.789279262000000162754700842'), Decimal('2.775191993000000161932707403'), Decimal('2.761104724000000161110713965')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.01522397459528530838657189860896323807537555694580078125'), net_pnl_quote=Decimal('-7.5166562186293202074693908798508346080780029296875'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 2.734, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.782281482284082}, controller_id=None),\n ExecutorInfo(id='8erKNH4PxGxGCw1WmjCR3yrfkoJh52Vzv2RKhGF1T2Mt', timestamp=1704777540000.0, type='dca_executor', close_timestamp=1704777660000.0, close_type=, status=, config=DCAExecutorConfig(id='8erKNH4PxGxGCw1WmjCR3yrfkoJh52Vzv2RKhGF1T2Mt', type='dca_executor', timestamp=1704777540000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.758871200000000189929511008'), Decimal('2.753353457600000189549651986'), Decimal('2.736800230400000188410074920'), Decimal('2.731282488000000188030215898'), Decimal('2.717488132000000187080568343'), Decimal('2.703693776000000186130920788')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7653, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7588712}, controller_id=None),\n ExecutorInfo(id='Db2mmQaSW7peRfaR56jFfeF6rnkR2QKSJoSeQm996Uui', timestamp=1704760080000.0, type='dca_executor', close_timestamp=1704791700000.0, close_type=, status=, config=DCAExecutorConfig(id='Db2mmQaSW7peRfaR56jFfeF6rnkR2QKSJoSeQm996Uui', type='dca_executor', timestamp=1704760080000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.776942799999999863418329026'), Decimal('2.782496685599999863145165684'), Decimal('2.799158342399999862325675658'), Decimal('2.804712227999999862052512316'), Decimal('2.818596941999999861369603961'), Decimal('2.832481655999999860686695607')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.036861732644866140873318727244623005390167236328125'), net_pnl_quote=Decimal('2.6364915444089973561858641915023326873779296875'), cum_fees_quote=Decimal('0.0429142857142857103713851074644480831921100616455078125'), filled_amount_quote=Decimal('71.5238095238095183958648703992366790771484375'), is_active=False, is_trading=False, custom_info={'close_price': 2.686, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.780647855506791}, controller_id=None),\n ExecutorInfo(id='CboGuSxy9PYAfXEGh7baRVoyeNx1tSZ4GDNDGpau9rwA', timestamp=1704777720000.0, type='dca_executor', close_timestamp=1704792000000.0, close_type=, status=, config=DCAExecutorConfig(id='CboGuSxy9PYAfXEGh7baRVoyeNx1tSZ4GDNDGpau9rwA', type='dca_executor', timestamp=1704777720000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.760767400000000202693621609'), Decimal('2.755245865200000202288234366'), Decimal('2.738681260800000201072072636'), Decimal('2.733159726000000200666685393'), Decimal('2.719355889000000199653217285'), Decimal('2.705552052000000198639749177')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.0159798523983966135608714154159315512515604496002197265625'), net_pnl_quote=Decimal('-7.88986188537025245892664315761066973209381103515625'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 2.6789, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7263027396983652}, controller_id=None),\n ExecutorInfo(id='8To54dk9VXwfTPamAiDBLhK1WhpEZztGaU8d7eQEkyrC', timestamp=1704795600000.0, type='dca_executor', close_timestamp=1704795720000.0, close_type=, status=, config=DCAExecutorConfig(id='8To54dk9VXwfTPamAiDBLhK1WhpEZztGaU8d7eQEkyrC', type='dca_executor', timestamp=1704795600000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.692903400000000142421112404'), Decimal('2.687517593200000142136270179'), Decimal('2.671360172800000141281743505'), Decimal('2.665974366000000140996901280'), Decimal('2.652509849000000140284795718'), Decimal('2.639045332000000139572690156')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7007, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6929034}, controller_id=None),\n ExecutorInfo(id='8q4UCiPfCpewkvBfag2jQzqi5XVumvMGGuyi5pD4B8Wy', timestamp=1704795780000.0, type='dca_executor', close_timestamp=1704795900000.0, close_type=, status=, config=DCAExecutorConfig(id='8q4UCiPfCpewkvBfag2jQzqi5XVumvMGGuyi5pD4B8Wy', type='dca_executor', timestamp=1704795780000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.697793599999999825443530721'), Decimal('2.692398012799999825792643660'), Decimal('2.676211251199999826839982475'), Decimal('2.670815663999999827189095414'), Decimal('2.657326695999999828061877760'), Decimal('2.643837727999999828934660107')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.703, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6977936}, controller_id=None),\n ExecutorInfo(id='Dpdo7xPAZzdJssPVVUwHF1UDc72boCLWFwH72LCu9vxM', timestamp=1704795960000.0, type='dca_executor', close_timestamp=1704796080000.0, close_type=, status=, config=DCAExecutorConfig(id='Dpdo7xPAZzdJssPVVUwHF1UDc72boCLWFwH72LCu9vxM', type='dca_executor', timestamp=1704795960000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.700288600000000215460334296'), Decimal('2.694888022800000215029413627'), Decimal('2.678686291200000213736651622'), Decimal('2.673285714000000213305730953'), Decimal('2.659784271000000212228429282'), Decimal('2.646282828000000211151127610')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7026, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7002886000000004}, controller_id=None),\n ExecutorInfo(id='HwWrDYT95sTwy2aDUPT95u9b8kFw7VPitJmXYV9UdT3E', timestamp=1704796140000.0, type='dca_executor', close_timestamp=1704796260000.0, close_type=, status=, config=DCAExecutorConfig(id='HwWrDYT95sTwy2aDUPT95u9b8kFw7VPitJmXYV9UdT3E', type='dca_executor', timestamp=1704796140000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714291'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.694500199999999966558876519'), Decimal('2.689111199599999966625758766'), Decimal('2.672944198399999966826405507'), Decimal('2.667555197999999966893287754'), Decimal('2.654082696999999967060493371'), Decimal('2.640610195999999967227698989')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6995, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6945002}, controller_id=None),\n ExecutorInfo(id='9z1NQSNCtrXwu9s4rAT5jog6XtTAxJDnvCWitgNfR9ef', timestamp=1704796320000.0, type='dca_executor', close_timestamp=1704796440000.0, close_type=, status=, config=DCAExecutorConfig(id='9z1NQSNCtrXwu9s4rAT5jog6XtTAxJDnvCWitgNfR9ef', type='dca_executor', timestamp=1704796320000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.694101000000000010524435490'), Decimal('2.688712798000000010503386619'), Decimal('2.672548192000000010440240006'), Decimal('2.667159990000000010419191135'), Decimal('2.653689485000000010366568958'), Decimal('2.640218980000000010313946780')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6995, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.694101}, controller_id=None),\n ExecutorInfo(id='ARnd45aYRTXR8vwTCs1exrwtMj16zyRAV9qVmaoPS6oA', timestamp=1704796500000.0, type='dca_executor', close_timestamp=1704796620000.0, close_type=, status=, config=DCAExecutorConfig(id='ARnd45aYRTXR8vwTCs1exrwtMj16zyRAV9qVmaoPS6oA', type='dca_executor', timestamp=1704796500000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.694101000000000010524435490'), Decimal('2.688712798000000010503386619'), Decimal('2.672548192000000010440240006'), Decimal('2.667159990000000010419191135'), Decimal('2.653689485000000010366568958'), Decimal('2.640218980000000010313946780')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.697, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.694101}, controller_id=None),\n ExecutorInfo(id='AFYF7a4KaS1rCCXLte5DfTPPF5ad6AZfmnXApKMykH2w', timestamp=1704796680000.0, type='dca_executor', close_timestamp=1704796800000.0, close_type=, status=, config=DCAExecutorConfig(id='AFYF7a4KaS1rCCXLte5DfTPPF5ad6AZfmnXApKMykH2w', type='dca_executor', timestamp=1704796680000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.692005200000000019743104374'), Decimal('2.686621189600000019703618165'), Decimal('2.670469158400000019585159539'), Decimal('2.665085148000000019545673330'), Decimal('2.651625122000000019446957808'), Decimal('2.638165096000000019348242287')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7045, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6920052}, controller_id=None),\n ExecutorInfo(id='5NvbuRaT1sB4DmrPbDSJjeVrNuE4tdCahWTwu23k685u', timestamp=1704796860000.0, type='dca_executor', close_timestamp=1704796980000.0, close_type=, status=, config=DCAExecutorConfig(id='5NvbuRaT1sB4DmrPbDSJjeVrNuE4tdCahWTwu23k685u', type='dca_executor', timestamp=1704796860000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.699090999999999904155979780'), Decimal('2.693692817999999904347667820'), Decimal('2.677498271999999904922731942'), Decimal('2.672100089999999905114419982'), Decimal('2.658604634999999905593640083'), Decimal('2.645109179999999906072860184')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.702, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6990909999999997}, controller_id=None),\n ExecutorInfo(id='2q7EFjNpHBAhmWQHU4Dk6Afk3E3WchKNZXSBs5B6J3bw', timestamp=1704797040000.0, type='dca_executor', close_timestamp=1704797160000.0, close_type=, status=, config=DCAExecutorConfig(id='2q7EFjNpHBAhmWQHU4Dk6Afk3E3WchKNZXSBs5B6J3bw', type='dca_executor', timestamp=1704797040000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714290'), Decimal('94.28571428571428571428571433'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.696595999999999957340207635'), Decimal('2.691202807999999957425527220'), Decimal('2.675023231999999957681485974'), Decimal('2.669630039999999957766805559'), Decimal('2.656147059999999957980104520'), Decimal('2.642664079999999958193403482')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6982, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.696596}, controller_id=None),\n ExecutorInfo(id='FiNogpiBpB6KTXrDGWAxzwgKMgSMn5zWccajP3f2VBfi', timestamp=1704797220000.0, type='dca_executor', close_timestamp=1704797340000.0, close_type=, status=, config=DCAExecutorConfig(id='FiNogpiBpB6KTXrDGWAxzwgKMgSMn5zWccajP3f2VBfi', type='dca_executor', timestamp=1704797220000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.688611999999999950249324199'), Decimal('2.683234775999999950348825551'), Decimal('2.667103103999999950647329605'), Decimal('2.661725879999999950746830957'), Decimal('2.648282819999999950995584336'), Decimal('2.634839759999999951244337715')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6905, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.688612}, controller_id=None),\n ExecutorInfo(id='DyBQ9o5moFXHqtL58eSoLX1MUzWNcHC3i2ZquUJM7hyS', timestamp=1704797400000.0, type='dca_executor', close_timestamp=1704797520000.0, close_type=, status=, config=DCAExecutorConfig(id='DyBQ9o5moFXHqtL58eSoLX1MUzWNcHC3i2ZquUJM7hyS', type='dca_executor', timestamp=1704797400000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.681825599999999811261763849'), Decimal('2.676461948799999811639240321'), Decimal('2.660370995199999812771669738'), Decimal('2.655007343999999813149146211'), Decimal('2.641598215999999814092837391'), Decimal('2.628189087999999815036528572')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6901, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6818256}, controller_id=None),\n ExecutorInfo(id='6uQqdbMBG7TrDhai5JTVwgb6erP38DHEmzxuwwWuee8U', timestamp=1704797580000.0, type='dca_executor', close_timestamp=1704797700000.0, close_type=, status=, config=DCAExecutorConfig(id='6uQqdbMBG7TrDhai5JTVwgb6erP38DHEmzxuwwWuee8U', type='dca_executor', timestamp=1704797580000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.682424400000000188514456823'), Decimal('2.677059551200000188137427909'), Decimal('2.660965004800000187006341168'), Decimal('2.655600156000000186629312255'), Decimal('2.642188034000000185686739971'), Decimal('2.628775912000000184744167687')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6871, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6824244000000004}, controller_id=None),\n ExecutorInfo(id='FEgC3X6FRkbFH52XWQaevSdbMaB8K3TpRUSd5dTRXEuy', timestamp=1704797760000.0, type='dca_executor', close_timestamp=1704797880000.0, close_type=, status=, config=DCAExecutorConfig(id='FEgC3X6FRkbFH52XWQaevSdbMaB8K3TpRUSd5dTRXEuy', type='dca_executor', timestamp=1704797760000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380955'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571433'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.679929399999999798497653247'), Decimal('2.674569541199999798900657941'), Decimal('2.658489964799999800109672021'), Decimal('2.653130105999999800512676715'), Decimal('2.639730458999999801520188448'), Decimal('2.626330811999999802527700182')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6853, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6799294}, controller_id=None),\n ExecutorInfo(id='DmhGg1rnbt2EFzZZotGDWWxE1553Sz9C4f5JaYZxJVKC', timestamp=1704797940000.0, type='dca_executor', close_timestamp=1704798060000.0, close_type=, status=, config=DCAExecutorConfig(id='DmhGg1rnbt2EFzZZotGDWWxE1553Sz9C4f5JaYZxJVKC', type='dca_executor', timestamp=1704797940000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380950'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571427'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.680627999999999943158440763'), Decimal('2.675266743999999943272123881'), Decimal('2.659182975999999943613173237'), Decimal('2.653821719999999943726856355'), Decimal('2.640418579999999944011064152'), Decimal('2.627015439999999944295271948')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6884, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.680628}, controller_id=None),\n ExecutorInfo(id='9wHU1YQ9VPuvSidaeeCUU4uyoFqexPaVLHLRyKpV37s1', timestamp=1704798120000.0, type='dca_executor', close_timestamp=1704798240000.0, close_type=, status=, config=DCAExecutorConfig(id='9wHU1YQ9VPuvSidaeeCUU4uyoFqexPaVLHLRyKpV37s1', type='dca_executor', timestamp=1704798120000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.688013200000000016197662656'), Decimal('2.682637173600000016165267331'), Decimal('2.666509094400000016068081355'), Decimal('2.661133068000000016035686029'), Decimal('2.647693002000000015954697716'), Decimal('2.634252936000000015873709403')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6934, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6880132}, controller_id=None),\n ExecutorInfo(id='h9qFHGvxsaoBUZxjBwiC5xXTTRtzSVimVJfmXi8AzXk', timestamp=1704798300000.0, type='dca_executor', close_timestamp=1704798420000.0, close_type=, status=, config=DCAExecutorConfig(id='h9qFHGvxsaoBUZxjBwiC5xXTTRtzSVimVJfmXi8AzXk', type='dca_executor', timestamp=1704798300000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.688711800000000160858450171'), Decimal('2.683334376400000160536733271'), Decimal('2.667202105600000159571582570'), Decimal('2.661824682000000159249865669'), Decimal('2.648381123000000158445573418'), Decimal('2.634937564000000157641281168')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6915, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6887118}, controller_id=None),\n ExecutorInfo(id='HMjbk4mUj7UEGKinfDiGxu1bcVVqkSE9CKfPkAw2kgxs', timestamp=1704798480000.0, type='dca_executor', close_timestamp=1704798600000.0, close_type=, status=, config=DCAExecutorConfig(id='HMjbk4mUj7UEGKinfDiGxu1bcVVqkSE9CKfPkAw2kgxs', type='dca_executor', timestamp=1704798480000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.686715799999999937485213597'), Decimal('2.681342368399999937610243170'), Decimal('2.665222073599999937985331888'), Decimal('2.659848641999999938110361461'), Decimal('2.646415062999999938422935393'), Decimal('2.632981483999999938735509325')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6921, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6867158}, controller_id=None),\n ExecutorInfo(id='Fe8TR1jqxrrSTiW5m4pZJKZ4vVEc6UHz27YJTsMEQW5L', timestamp=1704798660000.0, type='dca_executor', close_timestamp=1704798780000.0, close_type=, status=, config=DCAExecutorConfig(id='Fe8TR1jqxrrSTiW5m4pZJKZ4vVEc6UHz27YJTsMEQW5L', type='dca_executor', timestamp=1704798660000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.686715799999999937485213597'), Decimal('2.681342368399999937610243170'), Decimal('2.665222073599999937985331888'), Decimal('2.659848641999999938110361461'), Decimal('2.646415062999999938422935393'), Decimal('2.632981483999999938735509325')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6921, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6867158}, controller_id=None),\n ExecutorInfo(id='Agi495JReE4EpfqBLEJEZjsu89GLkh9WBKmSrBX9TvTB', timestamp=1704798840000.0, type='dca_executor', close_timestamp=1704798960000.0, close_type=, status=, config=DCAExecutorConfig(id='Agi495JReE4EpfqBLEJEZjsu89GLkh9WBKmSrBX9TvTB', type='dca_executor', timestamp=1704798840000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.686715799999999937485213597'), Decimal('2.681342368399999937610243170'), Decimal('2.665222073599999937985331888'), Decimal('2.659848641999999938110361461'), Decimal('2.646415062999999938422935393'), Decimal('2.632981483999999938735509325')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6971, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6867158}, controller_id=None),\n ExecutorInfo(id='HdpzKPfS24fu4vm8otwAEnBAKgDnUChfk6Nac9fcTUyD', timestamp=1704799020000.0, type='dca_executor', close_timestamp=1704799140000.0, close_type=, status=, config=DCAExecutorConfig(id='HdpzKPfS24fu4vm8otwAEnBAKgDnUChfk6Nac9fcTUyD', type='dca_executor', timestamp=1704799020000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.696096999999999790696640634'), Decimal('2.690704805999999791115247353'), Decimal('2.674528223999999792371067509'), Decimal('2.669136029999999792789674228'), Decimal('2.655655544999999793836191024'), Decimal('2.642175059999999794882707821')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.702, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.696097}, controller_id=None),\n ExecutorInfo(id='6WqixtyNTd64qzHyrBiWH6tKxvxRF1eKBXnoLQfVqUae', timestamp=1704799200000.0, type='dca_executor', close_timestamp=1704799320000.0, close_type=, status=, config=DCAExecutorConfig(id='6WqixtyNTd64qzHyrBiWH6tKxvxRF1eKBXnoLQfVqUae', type='dca_executor', timestamp=1704799200000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.696895400000000145966554122'), Decimal('2.691501609200000145674621014'), Decimal('2.675320236800000144798821689'), Decimal('2.669926446000000144506888581'), Decimal('2.656441969000000143777055810'), Decimal('2.642957492000000143047223040')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7099, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6968954000000003}, controller_id=None),\n ExecutorInfo(id='SffP8V59qViDWk7hH6g9SoUrcoxWbGpEfUHRixhcbJZ', timestamp=1704799380000.0, type='dca_executor', close_timestamp=1704799500000.0, close_type=, status=, config=DCAExecutorConfig(id='SffP8V59qViDWk7hH6g9SoUrcoxWbGpEfUHRixhcbJZ', type='dca_executor', timestamp=1704799380000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571427'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.705777599999999832534414157'), Decimal('2.700366044799999832869345329'), Decimal('2.684131379199999833874138844'), Decimal('2.678719823999999834209070015'), Decimal('2.665190935999999835046397945'), Decimal('2.651662047999999835883725874')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7114, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7057776}, controller_id=None),\n ExecutorInfo(id='Q9vD6rEv5Bvc8P4ZaYUXPugmbk22CnenXGVT7bPBiVC', timestamp=1704799560000.0, type='dca_executor', close_timestamp=1704799680000.0, close_type=, status=, config=DCAExecutorConfig(id='Q9vD6rEv5Bvc8P4ZaYUXPugmbk22CnenXGVT7bPBiVC', type='dca_executor', timestamp=1704799560000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.707374400000000099873209702'), Decimal('2.701959651200000099673463283'), Decimal('2.685715404800000099074224024'), Decimal('2.680300656000000098874477605'), Decimal('2.666763784000000098375111556'), Decimal('2.653226912000000097875745508')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7121, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7073744}, controller_id=None),\n ExecutorInfo(id='HuMyKFrnrRPPDrib1HsrUvoPasmjmXqmpM1hV7F1md9x', timestamp=1704799740000.0, type='dca_executor', close_timestamp=1704799860000.0, close_type=, status=, config=DCAExecutorConfig(id='HuMyKFrnrRPPDrib1HsrUvoPasmjmXqmpM1hV7F1md9x', type='dca_executor', timestamp=1704799740000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.706675799999999955212422187'), Decimal('2.701262448399999955301997343'), Decimal('2.685022393599999955570722810'), Decimal('2.679609041999999955660297965'), Decimal('2.666075662999999955884235854'), Decimal('2.652542283999999956108173743')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7121, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7066757999999997}, controller_id=None),\n ExecutorInfo(id='CeuvWDiGCfu4o3e5ZD58mm7M3Li128QPuDM7yx7b9o6H', timestamp=1704799920000.0, type='dca_executor', close_timestamp=1704800040000.0, close_type=, status=, config=DCAExecutorConfig(id='CeuvWDiGCfu4o3e5ZD58mm7M3Li128QPuDM7yx7b9o6H', type='dca_executor', timestamp=1704799920000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.706675799999999955212422187'), Decimal('2.701262448399999955301997343'), Decimal('2.685022393599999955570722810'), Decimal('2.679609041999999955660297965'), Decimal('2.666075662999999955884235854'), Decimal('2.652542283999999956108173743')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.7077, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.7066757999999997}, controller_id=None),\n ExecutorInfo(id='8PqXdfAi8EGmZh99j8MyNgyq6MhPwxqGak8dBVLZdhYL', timestamp=1704791700000.0, type='dca_executor', close_timestamp=1704804960000.0, close_type=, status=, config=DCAExecutorConfig(id='8PqXdfAi8EGmZh99j8MyNgyq6MhPwxqGak8dBVLZdhYL', type='dca_executor', timestamp=1704791700000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.691371999999999943154721514'), Decimal('2.696754743999999943041030957'), Decimal('2.712902975999999942699959286'), Decimal('2.718285719999999942586268729'), Decimal('2.731742579999999942302042337'), Decimal('2.745199439999999942017815944')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.045790110121999315351271064855609438382089138031005859375'), net_pnl_quote=Decimal('3.2750831144401413297373437671922147274017333984375'), cum_fees_quote=Decimal('0.0429142857142857103713851074644480831921100616455078125'), filled_amount_quote=Decimal('71.5238095238095183958648703992366790771484375'), is_active=False, is_trading=False, custom_info={'close_price': 2.5736, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.6949628851451397}, controller_id=None),\n ExecutorInfo(id='GMvKfogWv1dDx9RvzLkSqM3iLribZBMB7PfyLa3EAazf', timestamp=1704800100000.0, type='dca_executor', close_timestamp=1704804960000.0, close_type=, status=, config=DCAExecutorConfig(id='GMvKfogWv1dDx9RvzLkSqM3iLribZBMB7PfyLa3EAazf', type='dca_executor', timestamp=1704800100000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.702384400000000206241665413'), Decimal('2.696979631200000205829182082'), Decimal('2.680765324800000204591732090'), Decimal('2.675360556000000204179248759'), Decimal('2.661848634000000203148040432'), Decimal('2.648336712000000202116832105')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.026780683021526731357742079353556619025766849517822265625'), net_pnl_quote=Decimal('-13.2226434242238060079444039729423820972442626953125'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 2.5736, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6686485770000483}, controller_id=None),\n ExecutorInfo(id='3n1imgepneMBt9yYv29YzYhPa97FmN9ti6RuvxE3vweU', timestamp=1704804960000.0, type='dca_executor', close_timestamp=1704806220000.0, close_type=, status=, config=DCAExecutorConfig(id='3n1imgepneMBt9yYv29YzYhPa97FmN9ti6RuvxE3vweU', type='dca_executor', timestamp=1704804960000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047623'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.578747199999999887616863868'), Decimal('2.583904694399999887392097596'), Decimal('2.599377177599999886717798779'), Decimal('2.604534671999999886493032507'), Decimal('2.617428407999999885931116826'), Decimal('2.630322143999999885369201145')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('-0.0111603318274736788839884837898352998308837413787841796875'), net_pnl_quote=Decimal('-5.6500508487517340228123430279083549976348876953125'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 2.6521, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.6111437501481447}, controller_id=None),\n ExecutorInfo(id='GRFKuQxgZiPBu1uhsbkHMueWrWr8kZ5RMkvg8BbKmSby', timestamp=1704808560000.0, type='dca_executor', close_timestamp=1704808680000.0, close_type=, status=, config=DCAExecutorConfig(id='GRFKuQxgZiPBu1uhsbkHMueWrWr8kZ5RMkvg8BbKmSby', type='dca_executor', timestamp=1704808560000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.671646000000000045981454755'), Decimal('2.666302708000000045889491845'), Decimal('2.650272832000000045613603117'), Decimal('2.644929540000000045521640207'), Decimal('2.631571310000000045291732934'), Decimal('2.618213080000000045061825660')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6825, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.671646}, controller_id=None),\n ExecutorInfo(id='63HWTZjiQJSYxtFyC47KhmhiWvVchEdjF8osuA6qVygV', timestamp=1704808740000.0, type='dca_executor', close_timestamp=1704808860000.0, close_type=, status=, config=DCAExecutorConfig(id='63HWTZjiQJSYxtFyC47KhmhiWvVchEdjF8osuA6qVygV', type='dca_executor', timestamp=1704808740000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714290'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.676236799999999983578558016'), Decimal('2.670884326399999983611400900'), Decimal('2.654826905599999983709929552'), Decimal('2.649474431999999983742772436'), Decimal('2.636093247999999983824879646'), Decimal('2.622712063999999983906986856')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.691, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6762368}, controller_id=None),\n ExecutorInfo(id='EzmZKkPTVBFr7bCKgRzDfzK8byEVZQog2WSBkvhMG3uy', timestamp=1704809820000.0, type='dca_executor', close_timestamp=1704809940000.0, close_type=, status=, config=DCAExecutorConfig(id='EzmZKkPTVBFr7bCKgRzDfzK8byEVZQog2WSBkvhMG3uy', type='dca_executor', timestamp=1704809820000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047624'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.650991400000000163149864451'), Decimal('2.656293382800000163476164180'), Decimal('2.672199331200000164455063367'), Decimal('2.677501314000000164781363096'), Decimal('2.690756271000000165597112418'), Decimal('2.704011228000000166412861740')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6457, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.6509914}, controller_id=None),\n ExecutorInfo(id='EtGfXBjb1uNu8yvwHwKTEXBkchsK4hUJJSGcoYHqDS4D', timestamp=1704810000000.0, type='dca_executor', close_timestamp=1704810120000.0, close_type=, status=, config=DCAExecutorConfig(id='EtGfXBjb1uNu8yvwHwKTEXBkchsK4hUJJSGcoYHqDS4D', type='dca_executor', timestamp=1704810000000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000005'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.659809000000000081986355204'), Decimal('2.665128618000000082150327914'), Decimal('2.681087472000000082642246046'), Decimal('2.686407090000000082806218756'), Decimal('2.699706135000000083216150532'), Decimal('2.713005180000000083626082308')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6534, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.659809}, controller_id=None),\n ExecutorInfo(id='B83oMVk8kDd8oi5ZuNALSnJ2za4ttwuqtHbxsajEULs8', timestamp=1704810180000.0, type='dca_executor', close_timestamp=1704810300000.0, close_type=, status=, config=DCAExecutorConfig(id='B83oMVk8kDd8oi5ZuNALSnJ2za4ttwuqtHbxsajEULs8', type='dca_executor', timestamp=1704810180000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.657003399999999946001148775'), Decimal('2.662317406799999945893151073'), Decimal('2.678259427199999945569157965'), Decimal('2.683573433999999945461160263'), Decimal('2.696858450999999945191166007'), Decimal('2.710143467999999944921171750')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6452, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.6570034}, controller_id=None),\n ExecutorInfo(id='HcFZCe5fEewmutCAfD23DB8HCxr5KatWChfgUdY1GmxJ', timestamp=1704810360000.0, type='dca_executor', close_timestamp=1704810480000.0, close_type=, status=, config=DCAExecutorConfig(id='HcFZCe5fEewmutCAfD23DB8HCxr5KatWChfgUdY1GmxJ', type='dca_executor', timestamp=1704810360000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.651492399999999885483994987'), Decimal('2.656795384799999885254962977'), Decimal('2.672704339199999884567866947'), Decimal('2.678007323999999884338834937'), Decimal('2.691264785999999883766254912'), Decimal('2.704522247999999883193674887')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6471, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.6514924}, controller_id=None),\n ExecutorInfo(id='jxGpC3AKHaDKWLcnDSqioEBTKTNHYQ61hEgYzBMqW9o', timestamp=1704810540000.0, type='dca_executor', close_timestamp=1704810660000.0, close_type=, status=, config=DCAExecutorConfig(id='jxGpC3AKHaDKWLcnDSqioEBTKTNHYQ61hEgYzBMqW9o', type='dca_executor', timestamp=1704810540000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.655400200000000122568109827'), Decimal('2.660711000400000122813246047'), Decimal('2.676643401600000123548654706'), Decimal('2.681954202000000123793790925'), Decimal('2.695231203000000124406631474'), Decimal('2.708508204000000125019472024')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6284, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.6554002000000003}, controller_id=None),\n ExecutorInfo(id='6GYN9meRya8cPxAUtU8h9fbHfjVskTxGGM5Gj7zzthF5', timestamp=1704808920000.0, type='dca_executor', close_timestamp=1704812460000.0, close_type=, status=, config=DCAExecutorConfig(id='6GYN9meRya8cPxAUtU8h9fbHfjVskTxGGM5Gj7zzthF5', type='dca_executor', timestamp=1704808920000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714290'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.685617999999999836789985053'), Decimal('2.680246763999999837116405083'), Decimal('2.664133055999999838095665173'), Decimal('2.658761819999999838422085202'), Decimal('2.645333729999999839238135277'), Decimal('2.631905639999999840054185352')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.0186607559157423337492520687419528258033096790313720703125'), net_pnl_quote=Decimal('-9.21352608154163732478991732932627201080322265625'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 2.6007, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6520914841225824}, controller_id=None),\n ExecutorInfo(id='HFtoJosWLMDUnhyKGfARQGRAZ2AAVE1dVNvHH1wXvv3i', timestamp=1704816060000.0, type='dca_executor', close_timestamp=1704816180000.0, close_type=, status=, config=DCAExecutorConfig(id='HFtoJosWLMDUnhyKGfARQGRAZ2AAVE1dVNvHH1wXvv3i', type='dca_executor', timestamp=1704816060000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.615558400000000018328050189'), Decimal('2.610327283200000018291394089'), Decimal('2.594633932800000018181425787'), Decimal('2.589402816000000018144769687'), Decimal('2.576325024000000018053129436'), Decimal('2.563247232000000017961489185')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.6158, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.6155584}, controller_id=None),\n ExecutorInfo(id='BihDHDCMjZkxjAye1R85tS2a6zyNp6vze24Tgqkt3qK8', timestamp=1704810720000.0, type='dca_executor', close_timestamp=1704828420000.0, close_type=, status=, config=DCAExecutorConfig(id='BihDHDCMjZkxjAye1R85tS2a6zyNp6vze24Tgqkt3qK8', type='dca_executor', timestamp=1704810720000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428572'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047618'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.634759000000000170980792024'), Decimal('2.640028518000000171322753608'), Decimal('2.655837072000000172348638360'), Decimal('2.661106590000000172690599944'), Decimal('2.674280385000000173545503904'), Decimal('2.687454180000000174400407864')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.03315116640521038882116755530660157091915607452392578125'), net_pnl_quote=Decimal('2.3710977114583808855741153820417821407318115234375'), cum_fees_quote=Decimal('0.0429142857142857103713851074644480831921100616455078125'), filled_amount_quote=Decimal('71.5238095238095183958648703992366790771484375'), is_active=False, is_trading=False, custom_info={'close_price': 2.5529, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.638274350889481}, controller_id=None),\n ExecutorInfo(id='8rDwYBtJh2BExy89GgKg9G2Z8MTtmuZxNaXoWM1okVBw', timestamp=1704828420000.0, type='dca_executor', close_timestamp=1704828540000.0, close_type=, status=, config=DCAExecutorConfig(id='8rDwYBtJh2BExy89GgKg9G2Z8MTtmuZxNaXoWM1okVBw', type='dca_executor', timestamp=1704828420000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000002'), Decimal('96.19047619047619047619047622'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.558005800000000169553675266'), Decimal('2.563121811600000169892782617'), Decimal('2.578469846400000170910104668'), Decimal('2.583585858000000171249212019'), Decimal('2.596375887000000172096980395'), Decimal('2.609165916000000172944748771')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.5494, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.5580058}, controller_id=None),\n ExecutorInfo(id='71K4zGQBKMpnrX9Np4dmXrJXYbnrYznS9LhUkupkWMPS', timestamp=1704816240000.0, type='dca_executor', close_timestamp=1704828900000.0, close_type=, status=, config=DCAExecutorConfig(id='71K4zGQBKMpnrX9Np4dmXrJXYbnrYznS9LhUkupkWMPS', type='dca_executor', timestamp=1704816240000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.615059399999999851684483188'), Decimal('2.609829281199999851981114222'), Decimal('2.594138924799999852871007322'), Decimal('2.588908805999999853167638356'), Decimal('2.575833508999999853909215940'), Decimal('2.562758211999999854650793524')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('-0.0140859578389018573474356088581771473400294780731201171875'), net_pnl_quote=Decimal('-6.95477399298351972589671277091838419437408447265625'), cum_fees_quote=Decimal('0.29624285714285714110616254401975311338901519775390625'), filled_amount_quote=Decimal('493.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 2.5434, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.582413718263249}, controller_id=None),\n ExecutorInfo(id='D2QzdDD3b37pP26bWr6ziY5MjdzXpCy4sQ4YZAec11qF', timestamp=1704828600000.0, type='dca_executor', close_timestamp=1704831180000.0, close_type=, status=, config=DCAExecutorConfig(id='D2QzdDD3b37pP26bWr6ziY5MjdzXpCy4sQ4YZAec11qF', type='dca_executor', timestamp=1704828600000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428571'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047619'), Decimal('120.8333333333333333333333333'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.560210199999999926774103819'), Decimal('2.565330620399999926627652027'), Decimal('2.580691881599999926188296650'), Decimal('2.585812301999999926041844857'), Decimal('2.598613352999999925675715376'), Decimal('2.611414403999999925309585895')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0.0346588693957112781163232284598052501678466796875'), net_pnl_quote=Decimal('0.82521117608836380696857304428704082965850830078125'), cum_fees_quote=Decimal('0.01428571428571428526821396332024960429407656192779541015625'), filled_amount_quote=Decimal('23.8095238095238102005168912000954151153564453125'), is_active=False, is_trading=False, custom_info={'close_price': 2.4761, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.5602101999999998}, controller_id=None),\n ExecutorInfo(id='5YkSKnuRkkWK8gdjSm9mUvhd6965ri7TnmdSwBWgpdXd', timestamp=1704831180000.0, type='dca_executor', close_timestamp=1704831300000.0, close_type=, status=, config=DCAExecutorConfig(id='5YkSKnuRkkWK8gdjSm9mUvhd6965ri7TnmdSwBWgpdXd', type='dca_executor', timestamp=1704831180000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000004'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.481052200000000190197428639'), Decimal('2.486014304400000190577823496'), Decimal('2.500900617600000191719008068'), Decimal('2.505862722000000192099402925'), Decimal('2.518267983000000193050390069'), Decimal('2.530673244000000194001377212')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.4022, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.4810522}, controller_id=None),\n ExecutorInfo(id='HDJbm9oZZ1PBg996aTHwyvGVpyfrk4ZXCeFK9S6FQcsT', timestamp=1704832500000.0, type='dca_executor', close_timestamp=1704832620000.0, close_type=, status=, config=DCAExecutorConfig(id='HDJbm9oZZ1PBg996aTHwyvGVpyfrk4ZXCeFK9S6FQcsT', type='dca_executor', timestamp=1704832500000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714287'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.390210000000000017628329352'), Decimal('2.385429580000000017593072693'), Decimal('2.371088320000000017487302717'), Decimal('2.366307900000000017452046058'), Decimal('2.354356850000000017363904412'), Decimal('2.342405800000000017275762765')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.3924, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.39021}, controller_id=None),\n ExecutorInfo(id='EYEaNNAtCmPQ31YxYY9Yga2Y6KuWPppYJ9HyDhGTQ73R', timestamp=1704832680000.0, type='dca_executor', close_timestamp=1704832800000.0, close_type=, status=, config=DCAExecutorConfig(id='EYEaNNAtCmPQ31YxYY9Yga2Y6KuWPppYJ9HyDhGTQ73R', type='dca_executor', timestamp=1704832680000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714289'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.388613200000000193490565237'), Decimal('2.383835973600000193103584107'), Decimal('2.369504294400000191942640715'), Decimal('2.364727068000000191555659585'), Decimal('2.352784002000000190588206758'), Decimal('2.340840936000000189620753932')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.4014, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.3886132}, controller_id=None),\n ExecutorInfo(id='CdtnTNduSiv3C6r8wA2ueV5C8MvrXq1z8RJDAV2PqAXb', timestamp=1704832860000.0, type='dca_executor', close_timestamp=1704832980000.0, close_type=, status=, config=DCAExecutorConfig(id='CdtnTNduSiv3C6r8wA2ueV5C8MvrXq1z8RJDAV2PqAXb', type='dca_executor', timestamp=1704832860000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380952'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619047'), Decimal('139.9999999999999999999999999')], prices=[Decimal('2.396397599999999779363196728'), Decimal('2.391604804799999779804470335'), Decimal('2.377226419199999781128291154'), Decimal('2.372433623999999781569564761'), Decimal('2.360451635999999782672748777'), Decimal('2.348469647999999783775932793')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.4042, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.3963976}, controller_id=None),\n ExecutorInfo(id='Fz2Mqi4kXTiznqEDbbLfpjCmQJGt2NHYhY1cU4k4boQ2', timestamp=1704833040000.0, type='dca_executor', close_timestamp=1704833160000.0, close_type=, status=, config=DCAExecutorConfig(id='Fz2Mqi4kXTiznqEDbbLfpjCmQJGt2NHYhY1cU4k4boQ2', type='dca_executor', timestamp=1704833040000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714288'), Decimal('94.28571428571428571428571431'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.396696999999999967989543215'), Decimal('2.391903605999999968053564129'), Decimal('2.377523423999999968245626869'), Decimal('2.372730029999999968309647783'), Decimal('2.360746544999999968469700067'), Decimal('2.348763059999999968629752351')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.403, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.396697}, controller_id=None),\n ExecutorInfo(id='B6yU5k1aSxv4wrcwZqvox99M47v1f3C8d2pRYNM92Kku', timestamp=1704833220000.0, type='dca_executor', close_timestamp=1704834720000.0, close_type=, status=, config=DCAExecutorConfig(id='B6yU5k1aSxv4wrcwZqvox99M47v1f3C8d2pRYNM92Kku', type='dca_executor', timestamp=1704833220000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714286'), Decimal('94.28571428571428571428571429'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.396497399999999989972322700'), Decimal('2.391704405199999989992378055'), Decimal('2.377325420799999990052544118'), Decimal('2.372532425999999990072599473'), Decimal('2.360549938999999990122737860'), Decimal('2.348567451999999990172876246')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.034594376927727744919227603759281919337809085845947265625'), net_pnl_quote=Decimal('4.91899092886643085620335114072076976299285888671875'), cum_fees_quote=Decimal('0.08531428571428571749901692555795307271182537078857421875'), filled_amount_quote=Decimal('142.19047619047620401033782400190830230712890625'), is_active=False, is_trading=False, custom_info={'close_price': 2.4622, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.385341568164769}, controller_id=None),\n ExecutorInfo(id='GaJxTCNCCy8X7UmQuxvjBSF2PYjXm8qHVJxfHsxkm2G4', timestamp=1704831360000.0, type='dca_executor', close_timestamp=1704834840000.0, close_type=, status=, config=DCAExecutorConfig(id='GaJxTCNCCy8X7UmQuxvjBSF2PYjXm8qHVJxfHsxkm2G4', type='dca_executor', timestamp=1704831360000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952382'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000001'), Decimal('96.19047619047619047619047620'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142858')], prices=[Decimal('2.399790000000000017898807435'), Decimal('2.404589580000000017934605050'), Decimal('2.418988320000000018041997894'), Decimal('2.423787900000000018077795509'), Decimal('2.435786850000000018167289547'), Decimal('2.447785800000000018256783584')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('-0.018034339400883760140548162098639295436441898345947265625'), net_pnl_quote=Decimal('-9.1300990162140802652857018983922898769378662109375'), cum_fees_quote=Decimal('0.3037571428571428366893769634771160781383514404296875'), filled_amount_quote=Decimal('506.26190476190475919793243519961833953857421875'), is_active=False, is_trading=False, custom_info={'close_price': 2.4793, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.429938328258007}, controller_id=None),\n ExecutorInfo(id='9gi7MJQwKkFb3htCQiksgSsJJueS5EPUPcNRcnnq4p4v', timestamp=1704834720000.0, type='dca_executor', close_timestamp=1704834840000.0, close_type=, status=, config=DCAExecutorConfig(id='9gi7MJQwKkFb3htCQiksgSsJJueS5EPUPcNRcnnq4p4v', type='dca_executor', timestamp=1704834720000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380954'), Decimal('70.85714285714285714285714290'), Decimal('94.28571428571428571428571432'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.457275600000000165831956500'), Decimal('2.452361048800000165500292587'), Decimal('2.437617395200000164505300848'), Decimal('2.432702844000000164173636935'), Decimal('2.420416466000000163344477152'), Decimal('2.408130088000000162515317370')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0'), net_pnl_quote=Decimal('0'), cum_fees_quote=Decimal('0'), filled_amount_quote=Decimal('0'), is_active=False, is_trading=False, custom_info={'close_price': 2.4793, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.4572756}, controller_id=None),\n ExecutorInfo(id='4rZaR1RGf8NpHZVgBEpVGRjAaABghXFjeKUfR9MwFSiP', timestamp=1704834900000.0, type='dca_executor', close_timestamp=1704839340000.0, close_type=, status=, config=DCAExecutorConfig(id='4rZaR1RGf8NpHZVgBEpVGRjAaABghXFjeKUfR9MwFSiP', type='dca_executor', timestamp=1704834900000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952380'), Decimal('47.52380952380952380952380951'), Decimal('70.85714285714285714285714284'), Decimal('94.28571428571428571428571428'), Decimal('117.2619047619047619047619047'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.442006199999999853109945713'), Decimal('2.437122187599999853403725822'), Decimal('2.422470150399999854285066147'), Decimal('2.417586137999999854578846256'), Decimal('2.405376106999999855313296527'), Decimal('2.393166075999999856047746799')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.03293539068315211315596258145887986756861209869384765625'), net_pnl_quote=Decimal('7.7884357205968282045205342001281678676605224609375'), cum_fees_quote=Decimal('0.14188571428571428167941803621943108737468719482421875'), filled_amount_quote=Decimal('236.4761904761904816041351296007633209228515625'), is_active=False, is_trading=False, custom_info={'close_price': 2.4991, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.4254343899033426}, controller_id=None),\n ExecutorInfo(id='CJzY1qHR8CKqZVm4sUmP55ZPXknLDcCf9UAZcTi7dcGD', timestamp=1704838440000.0, type='dca_executor', close_timestamp=1704844800000.0, close_type=, status=, config=DCAExecutorConfig(id='CJzY1qHR8CKqZVm4sUmP55ZPXknLDcCf9UAZcTi7dcGD', type='dca_executor', timestamp=1704838440000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.71428571428571428571428573'), Decimal('72.00000000000000000000000005'), Decimal('96.19047619047619047619047621'), Decimal('120.8333333333333333333333334'), Decimal('145.7142857142857142857142857')], prices=[Decimal('2.471332800000000148191159343'), Decimal('2.476275465600000148487541662'), Decimal('2.491103462400000149376688618'), Decimal('2.496046128000000149673070936'), Decimal('2.508402792000000150414026733'), Decimal('2.520759456000000151154982530')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='sell_0'), net_pnl_pct=Decimal('-0.00296554582491358360851751996278835576958954334259033203125'), net_pnl_quote=Decimal('-0.710883699172141891864384888322092592716217041015625'), cum_fees_quote=Decimal('0.1438285714285714167459673262783326208591461181640625'), filled_amount_quote=Decimal('239.71428571428572240620269440114498138427734375'), is_active=False, is_trading=False, custom_info={'close_price': 2.4976, 'level_id': 'sell_0', 'side': , 'current_position_average_price': 2.4881716389034567}, controller_id=None),\n ExecutorInfo(id='4Zwck6t3JedN37rwTm6fCEGTTkCUpQDdurLbhnvQ3kQU', timestamp=1704839340000.0, type='dca_executor', close_timestamp=1704844800000.0, close_type=, status=, config=DCAExecutorConfig(id='4Zwck6t3JedN37rwTm6fCEGTTkCUpQDdurLbhnvQ3kQU', type='dca_executor', timestamp=1704839340000.0, controller_id='main', connector_name='kucoin', trading_pair='WLD-USDT', side=, leverage=20, amounts_quote=[Decimal('23.80952380952380952380952381'), Decimal('47.52380952380952380952380953'), Decimal('70.85714285714285714285714290'), Decimal('94.28571428571428571428571430'), Decimal('117.2619047619047619047619048'), Decimal('140.0000000000000000000000000')], prices=[Decimal('2.494101799999999877217908562'), Decimal('2.489113596399999877463472745'), Decimal('2.474148985599999878200165294'), Decimal('2.469160781999999878445729476'), Decimal('2.456690272999999879059639934'), Decimal('2.444219763999999879673550391')], take_profit=Decimal('0.03'), stop_loss=Decimal('0.015'), trailing_stop=TrailingStop(activation_price=Decimal('0.008'), trailing_delta=Decimal('0.004')), time_limit=43200, mode=, activation_bounds=[Decimal('0.01')], level_id='buy_0'), net_pnl_pct=Decimal('0.0132894552408876105709101267393634770996868610382080078125'), net_pnl_quote=Decimal('4.7009865836635054137104816618375480175018310546875'), cum_fees_quote=Decimal('0.212242857142857122010326520467060618102550506591796875'), filled_amount_quote=Decimal('353.73809523809524080206756480038166046142578125'), is_active=False, is_trading=False, custom_info={'close_price': 2.4976, 'level_id': 'buy_0', 'side': , 'current_position_average_price': 2.47038542174093}, controller_id=None)]" - }, - "execution_count": 50, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# 2. The executors dataframe: this is the dataframe that contains the information of the orders that were executed\n", - "backtesting_results[\"executors\"]" - ] - }, - { - "cell_type": "code", - "execution_count": 51, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2024-05-21T23:53:53.160692Z", - "start_time": "2024-05-21T23:53:53.130394Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": "{'net_pnl': 0.042269981264627964,\n 'net_pnl_quote': 42.269981264627965,\n 'total_executors': 414,\n 'total_executors_with_position': 99,\n 'total_volume': 70749.14285714286,\n 'total_long': 52,\n 'total_short': 47,\n 'close_types': {'EARLY_STOP': 314,\n 'STOP_LOSS': 47,\n 'TAKE_PROFIT': 48,\n 'TIME_LIMIT': 5},\n 'accuracy_long': 0.46153846153846156,\n 'accuracy_short': 0.5531914893617021,\n 'total_positions': 99,\n 'accuracy': 0.5050505050505051,\n 'max_drawdown_usd': -52.26680777736686,\n 'max_drawdown_pct': -0.052671130099730776,\n 'sharpe_ratio': 0.479129045415411,\n 'profit_factor': 1.1213189350926154,\n 'win_signals': 50,\n 'loss_signals': 49}" - }, - "execution_count": 51, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# 3. The results dataframe: this is the dataframe that contains the information of the pnl of the strategy\n", - "backtesting_results[\"results\"]" - ] - }, - { - "cell_type": "code", - "execution_count": 52, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2024-05-21T23:53:53.332827Z", - "start_time": "2024-05-21T23:53:53.140541Z" - } - }, - "outputs": [], - "source": [ - "from frontend.visualization.backtesting import create_backtesting_figure\n", - "\n", - "fig = create_backtesting_figure(\n", - " df=backtesting_results[\"processed_data\"][\"features\"],\n", - " executors=backtesting_results[\"executors\"],\n", - " config=config.dict())" - ] - }, - { - "cell_type": "code", - "execution_count": 53, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2024-05-21T23:53:53.477392Z", - "start_time": "2024-05-21T23:53:53.340118Z" - } - }, - "outputs": [ - { - "data": { - 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}, - "config": { - "plotlyServerURL": "https://plot.ly" - } - }, - "text/html": "
" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig = px.histogram(executors_df, x='net_pnl_quote', title='PNL Distribution')\n", - "fig.show()\n" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.13" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/quants_lab/research_notebooks/dman_maker/03_optimization_notebook.ipynb b/quants_lab/research_notebooks/dman_maker/03_optimization_notebook.ipynb deleted file mode 100644 index 24d3db5d..00000000 --- a/quants_lab/research_notebooks/dman_maker/03_optimization_notebook.ipynb +++ /dev/null @@ -1,614 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "\n", - "root_path = os.path.abspath(os.path.join(os.getcwd(), '../../..'))\n", - "sys.path.append(root_path)" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-05-21T23:41:37.862880Z", - "start_time": "2024-05-21T23:41:37.861203Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 4, - "outputs": [], - "source": [ - "from quants_lab.controllers.market_making.dman_maker_v2 import DManMakerV2Config\n", - "from hummingbot.strategy_v2.backtesting import MarketMakingBacktesting\n", - "import traceback\n", - "from decimal import Decimal\n", - "import pandas_ta as ta # noqa: F401\n", - "import pandas as pd\n", - "from optuna import TrialPruned\n", - "\n", - "backtesting_engine = MarketMakingBacktesting()\n", - "\n", - "async def objective(trial, start, end, backtesting_resolution):\n", - " try:\n", - " # Market configuration\n", - " connector_name = \"binance_perpetual\"\n", - " trading_pair = \"WLD-USDT\"\n", - "\n", - " # Account configuration\n", - " total_amount_quote = 1000\n", - " trade_cost = 0.0006\n", - " buy_spreads = [Decimal(\"0.002\")]\n", - " sell_spreads = [Decimal(\"0.002\")]\n", - " buy_amounts_pct = [Decimal(\"1\")]\n", - " sell_amounts_pct = [Decimal(\"1\")]\n", - " executor_refresh_time = 60\n", - " cooldown_time = 3600\n", - " top_executor_refresh_time = 60\n", - " executor_activation_bounds = [Decimal(\"0.01\")]\n", - " dca_spreads = [Decimal(\"0.\"), Decimal(\"0.002\"), Decimal(\"0.004\"), Decimal(\"0.006\"), Decimal(\"0.008\"), Decimal(\"0.01\")]\n", - " dca_amounts = [Decimal(\"0.1\"), Decimal(\"0.2\"), Decimal(\"0.3\"), Decimal(\"0.4\"), Decimal(\"0.5\"), Decimal(\"0.6\")]\n", - "\n", - " # Triple barrier configuration\n", - " stop_loss = trial.suggest_float('stop_loss', 0.01, 0.04, step=0.01)\n", - " take_profit = trial.suggest_float('take_profit', 0.01, 0.04, step=0.01)\n", - " time_limit = 60 * 60 * 12 # 12 hours\n", - " trailing_stop_activation_price_delta = Decimal(\"0.008\")\n", - " trailing_stop_trailing_delta = Decimal(\"0.004\")\n", - " config_dict = {\n", - " \"connector_name\": connector_name,\n", - " \"trading_pair\": trading_pair,\n", - " \"total_amount_quote\": total_amount_quote,\n", - " \"buy_spreads\": buy_spreads,\n", - " \"sell_spreads\": sell_spreads,\n", - " \"buy_amounts_pct\": buy_amounts_pct,\n", - " \"sell_amounts_pct\": sell_amounts_pct,\n", - " \"executor_refresh_time\": executor_refresh_time,\n", - " \"cooldown_time\": cooldown_time,\n", - " \"top_executor_refresh_time\": top_executor_refresh_time,\n", - " \"executor_activation_bounds\": executor_activation_bounds,\n", - " \"stop_loss\": stop_loss,\n", - " \"take_profit\": take_profit,\n", - " \"time_limit\": time_limit,\n", - " \"trailing_stop\": {\n", - " \"activation_price\": trailing_stop_activation_price_delta,\n", - " \"trailing_delta\": trailing_stop_trailing_delta\n", - " },\n", - " \"dca_spreads\": dca_spreads,\n", - " \"dca_amounts\": dca_amounts\n", - " }\n", - "\n", - "\n", - " config = DManMakerV2Config(**config_dict)\n", - " start_time = pd.to_datetime(start).timestamp() * 1e3\n", - " end_time = pd.to_datetime(end).timestamp() * 1e3\n", - " backtesting_results = await backtesting_engine.run_backtesting(\n", - " controller_config=config, trade_cost=trade_cost,\n", - " start=int(start_time), end=int(end_time),\n", - " backtesting_resolution=backtesting_resolution)\n", - "\n", - " strategy_analysis = backtesting_results[\"results\"]\n", - "\n", - " trial.set_user_attr(\"net_pnl_quote\", strategy_analysis[\"net_pnl_quote\"])\n", - " trial.set_user_attr(\"net_pnl_pct\", strategy_analysis[\"net_pnl\"])\n", - " trial.set_user_attr(\"max_drawdown_usd\", strategy_analysis[\"max_drawdown_usd\"])\n", - " trial.set_user_attr(\"max_drawdown_pct\", strategy_analysis[\"max_drawdown_pct\"])\n", - " trial.set_user_attr(\"sharpe_ratio\", strategy_analysis[\"sharpe_ratio\"])\n", - " trial.set_user_attr(\"accuracy\", strategy_analysis[\"accuracy\"])\n", - " trial.set_user_attr(\"total_positions\", strategy_analysis[\"total_positions\"])\n", - " trial.set_user_attr(\"profit_factor\", strategy_analysis[\"profit_factor\"])\n", - " trial.set_user_attr(\"win_signals\", strategy_analysis[\"win_signals\"])\n", - " trial.set_user_attr(\"loss_signals\", strategy_analysis[\"loss_signals\"])\n", - " trial.set_user_attr(\"close_types\", strategy_analysis[\"close_types\"])\n", - " trial.set_user_attr(\"config\", config_dict)\n", - " return strategy_analysis[\"net_pnl\"]\n", - " except Exception as e:\n", - " traceback.print_exc()\n", - " raise TrialPruned()\n" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-05-22T00:12:09.348323Z", - "start_time": "2024-05-22T00:12:09.343772Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 6, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[I 2024-05-21 19:14:06,636] A new study created in RDB with name: dman_maker_v2_opt\n" - ] - } - ], - "source": [ - "import optuna\n", - "\n", - "# Now let's configure the parameters for the optimization\n", - "study_name = \"dman_maker_v2_opt\"\n", - "storage= \"sqlite:///../../../data/backtesting/backtesting_report.db\"\n", - "\n", - "study = optuna.create_study(direction=\"maximize\", study_name=study_name,\n", - " storage=storage,\n", - " load_if_exists=True) # If the study already exists, we load it)" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-05-22T00:14:06.642119Z", - "start_time": "2024-05-22T00:14:06.258703Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 7, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[W 2024-05-21 19:14:32,364] Trial 0 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,365] Trial 0 failed with value .\n", - "/Users/dardonacci/anaconda3/envs/dashboard/lib/python3.10/site-packages/optuna/study/_optimize.py:159: RuntimeWarning: coroutine 'objective' was never awaited\n", - " frozen_trial = _run_trial(study, func, catch)\n", - "RuntimeWarning: Enable tracemalloc to get the object allocation traceback\n", - "[W 2024-05-21 19:14:32,380] Trial 1 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,380] Trial 1 failed with value .\n", - "[W 2024-05-21 19:14:32,390] Trial 2 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,391] Trial 2 failed with value .\n", - "[W 2024-05-21 19:14:32,401] Trial 3 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,402] Trial 3 failed with value .\n", - "[W 2024-05-21 19:14:32,412] Trial 4 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,413] Trial 4 failed with value .\n", - "[W 2024-05-21 19:14:32,424] Trial 5 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,424] Trial 5 failed with value .\n", - "[W 2024-05-21 19:14:32,435] Trial 6 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,435] Trial 6 failed with value .\n", - "[W 2024-05-21 19:14:32,448] Trial 7 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,448] Trial 7 failed with value .\n", - "[W 2024-05-21 19:14:32,464] Trial 8 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,464] Trial 8 failed with value .\n", - "[W 2024-05-21 19:14:32,474] Trial 9 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,474] Trial 9 failed with value .\n", - "[W 2024-05-21 19:14:32,485] Trial 10 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,485] Trial 10 failed with value .\n", - "[W 2024-05-21 19:14:32,496] Trial 11 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,496] Trial 11 failed with value .\n", - "[W 2024-05-21 19:14:32,505] Trial 12 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,505] Trial 12 failed with value .\n", - "[W 2024-05-21 19:14:32,515] Trial 13 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,516] Trial 13 failed with value .\n", - "[W 2024-05-21 19:14:32,525] Trial 14 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,526] Trial 14 failed with value .\n", - "[W 2024-05-21 19:14:32,535] Trial 15 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,535] Trial 15 failed with value .\n", - "[W 2024-05-21 19:14:32,551] Trial 16 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,551] Trial 16 failed with value .\n", - "[W 2024-05-21 19:14:32,561] Trial 17 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,562] Trial 17 failed with value .\n", - "[W 2024-05-21 19:14:32,572] Trial 18 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,572] Trial 18 failed with value .\n", - "[W 2024-05-21 19:14:32,582] Trial 19 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,583] Trial 19 failed with value .\n", - "[W 2024-05-21 19:14:32,592] Trial 20 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,593] Trial 20 failed with value .\n", - "[W 2024-05-21 19:14:32,603] Trial 21 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,603] Trial 21 failed with value .\n", - "[W 2024-05-21 19:14:32,613] Trial 22 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,614] Trial 22 failed with value .\n", - "[W 2024-05-21 19:14:32,624] Trial 23 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,624] Trial 23 failed with value .\n", - "[W 2024-05-21 19:14:32,634] Trial 24 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,634] Trial 24 failed with value .\n", - "[W 2024-05-21 19:14:32,644] Trial 25 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,644] Trial 25 failed with value .\n", - "[W 2024-05-21 19:14:32,654] Trial 26 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,654] Trial 26 failed with value .\n", - "[W 2024-05-21 19:14:32,666] Trial 27 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,666] Trial 27 failed with value .\n", - "[W 2024-05-21 19:14:32,676] Trial 28 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,676] Trial 28 failed with value .\n", - "[W 2024-05-21 19:14:32,687] Trial 29 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,687] Trial 29 failed with value .\n", - "[W 2024-05-21 19:14:32,697] Trial 30 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,698] Trial 30 failed with value .\n", - "[W 2024-05-21 19:14:32,709] Trial 31 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,709] Trial 31 failed with value .\n", - "[W 2024-05-21 19:14:32,718] Trial 32 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,719] Trial 32 failed with value .\n", - "[W 2024-05-21 19:14:32,728] Trial 33 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,728] Trial 33 failed with value .\n", - "[W 2024-05-21 19:14:32,738] Trial 34 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,739] Trial 34 failed with value .\n", - "[W 2024-05-21 19:14:32,749] Trial 35 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,750] Trial 35 failed with value .\n", - "[W 2024-05-21 19:14:32,761] Trial 36 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,762] Trial 36 failed with value .\n", - "[W 2024-05-21 19:14:32,772] Trial 37 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,772] Trial 37 failed with value .\n", - "[W 2024-05-21 19:14:32,782] Trial 38 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,782] Trial 38 failed with value .\n", - "[W 2024-05-21 19:14:32,791] Trial 39 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,792] Trial 39 failed with value .\n", - "[W 2024-05-21 19:14:32,803] Trial 40 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,803] Trial 40 failed with value .\n", - "[W 2024-05-21 19:14:32,813] Trial 41 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,814] Trial 41 failed with value .\n", - "[W 2024-05-21 19:14:32,823] Trial 42 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,824] Trial 42 failed with value .\n", - "[W 2024-05-21 19:14:32,835] Trial 43 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,836] Trial 43 failed with value .\n", - "[W 2024-05-21 19:14:32,846] Trial 44 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,846] Trial 44 failed with value .\n", - "[W 2024-05-21 19:14:32,857] Trial 45 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,857] Trial 45 failed with value .\n", - "[W 2024-05-21 19:14:32,868] Trial 46 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,869] Trial 46 failed with value .\n", - "[W 2024-05-21 19:14:32,878] Trial 47 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,878] Trial 47 failed with value .\n", - "[W 2024-05-21 19:14:32,889] Trial 48 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,889] Trial 48 failed with value .\n", - "[W 2024-05-21 19:14:32,899] Trial 49 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,900] Trial 49 failed with value .\n", - "[W 2024-05-21 19:14:32,911] Trial 50 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,911] Trial 50 failed with value .\n", - "[W 2024-05-21 19:14:32,920] Trial 51 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,920] Trial 51 failed with value .\n", - "[W 2024-05-21 19:14:32,929] Trial 52 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,930] Trial 52 failed with value .\n", - "[W 2024-05-21 19:14:32,940] Trial 53 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,941] Trial 53 failed with value .\n", - "[W 2024-05-21 19:14:32,950] Trial 54 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,950] Trial 54 failed with value .\n", - "[W 2024-05-21 19:14:32,959] Trial 55 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,960] Trial 55 failed with value .\n", - "[W 2024-05-21 19:14:32,970] Trial 56 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,971] Trial 56 failed with value .\n", - "[W 2024-05-21 19:14:32,980] Trial 57 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,981] Trial 57 failed with value .\n", - "[W 2024-05-21 19:14:32,990] Trial 58 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:32,990] Trial 58 failed with value .\n", - "[W 2024-05-21 19:14:32,999] Trial 59 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,000] Trial 59 failed with value .\n", - "[W 2024-05-21 19:14:33,010] Trial 60 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,010] Trial 60 failed with value .\n", - "[W 2024-05-21 19:14:33,019] Trial 61 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,020] Trial 61 failed with value .\n", - "[W 2024-05-21 19:14:33,030] Trial 62 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,030] Trial 62 failed with value .\n", - "[W 2024-05-21 19:14:33,040] Trial 63 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,040] Trial 63 failed with value .\n", - "[W 2024-05-21 19:14:33,050] Trial 64 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,051] Trial 64 failed with value .\n", - "[W 2024-05-21 19:14:33,061] Trial 65 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,061] Trial 65 failed with value .\n", - "[W 2024-05-21 19:14:33,071] Trial 66 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,071] Trial 66 failed with value .\n", - "[W 2024-05-21 19:14:33,080] Trial 67 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,081] Trial 67 failed with value .\n", - "[W 2024-05-21 19:14:33,091] Trial 68 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,092] Trial 68 failed with value .\n", - "[W 2024-05-21 19:14:33,102] Trial 69 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,102] Trial 69 failed with value .\n", - "[W 2024-05-21 19:14:33,111] Trial 70 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,112] Trial 70 failed with value .\n", - "[W 2024-05-21 19:14:33,123] Trial 71 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,124] Trial 71 failed with value .\n", - "[W 2024-05-21 19:14:33,133] Trial 72 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,134] Trial 72 failed with value .\n", - "[W 2024-05-21 19:14:33,144] Trial 73 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,145] Trial 73 failed with value .\n", - "[W 2024-05-21 19:14:33,154] Trial 74 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,154] Trial 74 failed with value .\n", - "[W 2024-05-21 19:14:33,164] Trial 75 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,165] Trial 75 failed with value .\n", - "[W 2024-05-21 19:14:33,175] Trial 76 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,175] Trial 76 failed with value .\n", - "[W 2024-05-21 19:14:33,186] Trial 77 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,186] Trial 77 failed with value .\n", - "[W 2024-05-21 19:14:33,196] Trial 78 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,196] Trial 78 failed with value .\n", - "[W 2024-05-21 19:14:33,206] Trial 79 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,207] Trial 79 failed with value .\n", - "[W 2024-05-21 19:14:33,217] Trial 80 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,218] Trial 80 failed with value .\n", - "[W 2024-05-21 19:14:33,227] Trial 81 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,228] Trial 81 failed with value .\n", - "[W 2024-05-21 19:14:33,239] Trial 82 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,239] Trial 82 failed with value .\n", - "[W 2024-05-21 19:14:33,255] Trial 83 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,255] Trial 83 failed with value .\n", - "[W 2024-05-21 19:14:33,267] Trial 84 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,267] Trial 84 failed with value .\n", - "[W 2024-05-21 19:14:33,278] Trial 85 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,278] Trial 85 failed with value .\n", - "[W 2024-05-21 19:14:33,289] Trial 86 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,289] Trial 86 failed with value .\n", - "[W 2024-05-21 19:14:33,300] Trial 87 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,300] Trial 87 failed with value .\n", - "[W 2024-05-21 19:14:33,310] Trial 88 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,311] Trial 88 failed with value .\n", - "[W 2024-05-21 19:14:33,321] Trial 89 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,322] Trial 89 failed with value .\n", - "[W 2024-05-21 19:14:33,333] Trial 90 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,334] Trial 90 failed with value .\n", - "[W 2024-05-21 19:14:33,345] Trial 91 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,345] Trial 91 failed with value .\n", - "[W 2024-05-21 19:14:33,356] Trial 92 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,357] Trial 92 failed with value .\n", - "[W 2024-05-21 19:14:33,367] Trial 93 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,367] Trial 93 failed with value .\n", - "[W 2024-05-21 19:14:33,376] Trial 94 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,377] Trial 94 failed with value .\n", - "[W 2024-05-21 19:14:33,389] Trial 95 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,389] Trial 95 failed with value .\n", - "[W 2024-05-21 19:14:33,401] Trial 96 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,401] Trial 96 failed with value .\n", - "[W 2024-05-21 19:14:33,413] Trial 97 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,413] Trial 97 failed with value .\n", - "[W 2024-05-21 19:14:33,426] Trial 98 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,427] Trial 98 failed with value .\n", - "[W 2024-05-21 19:14:33,438] Trial 99 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,438] Trial 99 failed with value .\n", - "[W 2024-05-21 19:14:33,449] Trial 100 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,450] Trial 100 failed with value .\n", - "[W 2024-05-21 19:14:33,461] Trial 101 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,461] Trial 101 failed with value .\n", - "[W 2024-05-21 19:14:33,472] Trial 102 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,472] Trial 102 failed with value .\n", - "[W 2024-05-21 19:14:33,483] Trial 103 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,484] Trial 103 failed with value .\n", - "[W 2024-05-21 19:14:33,495] Trial 104 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,495] Trial 104 failed with value .\n", - "[W 2024-05-21 19:14:33,506] Trial 105 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,506] Trial 105 failed with value .\n", - "[W 2024-05-21 19:14:33,517] Trial 106 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,517] Trial 106 failed with value .\n", - "[W 2024-05-21 19:14:33,529] Trial 107 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,530] Trial 107 failed with value .\n", - "[W 2024-05-21 19:14:33,540] Trial 108 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,540] Trial 108 failed with value .\n", - "[W 2024-05-21 19:14:33,550] Trial 109 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,550] Trial 109 failed with value .\n", - "[W 2024-05-21 19:14:33,562] Trial 110 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,563] Trial 110 failed with value .\n", - "[W 2024-05-21 19:14:33,574] Trial 111 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,574] Trial 111 failed with value .\n", - "[W 2024-05-21 19:14:33,590] Trial 112 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,591] Trial 112 failed with value .\n", - "[W 2024-05-21 19:14:33,602] Trial 113 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,602] Trial 113 failed with value .\n", - "[W 2024-05-21 19:14:33,613] Trial 114 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,614] Trial 114 failed with value .\n", - "[W 2024-05-21 19:14:33,624] Trial 115 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,624] Trial 115 failed with value .\n", - "[W 2024-05-21 19:14:33,635] Trial 116 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,635] Trial 116 failed with value .\n", - "[W 2024-05-21 19:14:33,646] Trial 117 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,646] Trial 117 failed with value .\n", - "[W 2024-05-21 19:14:33,657] Trial 118 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,658] Trial 118 failed with value .\n", - "[W 2024-05-21 19:14:33,668] Trial 119 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,669] Trial 119 failed with value .\n", - "[W 2024-05-21 19:14:33,680] Trial 120 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,681] Trial 120 failed with value .\n", - "[W 2024-05-21 19:14:33,690] Trial 121 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,691] Trial 121 failed with value .\n", - "[W 2024-05-21 19:14:33,702] Trial 122 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,702] Trial 122 failed with value .\n", - "[W 2024-05-21 19:14:33,713] Trial 123 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,713] Trial 123 failed with value .\n", - "[W 2024-05-21 19:14:33,726] Trial 124 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,726] Trial 124 failed with value .\n", - "[W 2024-05-21 19:14:33,737] Trial 125 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,737] Trial 125 failed with value .\n", - "[W 2024-05-21 19:14:33,749] Trial 126 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,749] Trial 126 failed with value .\n", - "[W 2024-05-21 19:14:33,761] Trial 127 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,762] Trial 127 failed with value .\n", - "[W 2024-05-21 19:14:33,774] Trial 128 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,774] Trial 128 failed with value .\n", - "[W 2024-05-21 19:14:33,786] Trial 129 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,787] Trial 129 failed with value .\n", - "[W 2024-05-21 19:14:33,797] Trial 130 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,797] Trial 130 failed with value .\n", - "[W 2024-05-21 19:14:33,808] Trial 131 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,808] Trial 131 failed with value .\n", - "[W 2024-05-21 19:14:33,819] Trial 132 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,819] Trial 132 failed with value .\n", - "[W 2024-05-21 19:14:33,830] Trial 133 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,831] Trial 133 failed with value .\n", - "[W 2024-05-21 19:14:33,842] Trial 134 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,843] Trial 134 failed with value .\n", - "[W 2024-05-21 19:14:33,852] Trial 135 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,853] Trial 135 failed with value .\n", - "[W 2024-05-21 19:14:33,862] Trial 136 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,863] Trial 136 failed with value .\n", - "[W 2024-05-21 19:14:33,873] Trial 137 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,873] Trial 137 failed with value .\n", - "[W 2024-05-21 19:14:33,883] Trial 138 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,883] Trial 138 failed with value .\n", - "[W 2024-05-21 19:14:33,893] Trial 139 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,893] Trial 139 failed with value .\n", - "[W 2024-05-21 19:14:33,904] Trial 140 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,904] Trial 140 failed with value .\n", - "[W 2024-05-21 19:14:33,917] Trial 141 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,917] Trial 141 failed with value .\n", - "[W 2024-05-21 19:14:33,927] Trial 142 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,927] Trial 142 failed with value .\n", - "[W 2024-05-21 19:14:33,938] Trial 143 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,938] Trial 143 failed with value .\n", - "[W 2024-05-21 19:14:33,948] Trial 144 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:33,948] Trial 144 failed with value .\n", - "[W 2024-05-21 19:14:33,958] Trial 145 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - 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"[W 2024-05-21 19:14:34,433] Trial 190 failed with value .\n", - "[W 2024-05-21 19:14:34,442] Trial 191 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:34,442] Trial 191 failed with value .\n", - "[W 2024-05-21 19:14:34,452] Trial 192 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:34,452] Trial 192 failed with value .\n", - "[W 2024-05-21 19:14:34,462] Trial 193 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:34,463] Trial 193 failed with value .\n", - "[W 2024-05-21 19:14:34,473] Trial 194 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:34,474] Trial 194 failed with value .\n", - "[W 2024-05-21 19:14:34,484] Trial 195 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:34,485] Trial 195 failed with value .\n", - "[W 2024-05-21 19:14:34,494] Trial 196 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:34,495] Trial 196 failed with value .\n", - "[W 2024-05-21 19:14:34,505] Trial 197 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:34,505] Trial 197 failed with value .\n", - "[W 2024-05-21 19:14:34,515] Trial 198 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:34,515] Trial 198 failed with value .\n", - "[W 2024-05-21 19:14:34,524] Trial 199 failed with parameters: {} because of the following error: The value could not be cast to float.\n", - "[W 2024-05-21 19:14:34,525] Trial 199 failed with value .\n" - ] - } - ], - "source": [ - "# Not let's run the optimization!\n", - "start = \"2024-05-01\"\n", - "end = \"2024-05-20\"\n", - "backtesting_resolution = \"1m\"\n", - "n_trials = 200\n", - "study.optimize(lambda trial: objective(trial, start, end, backtesting_resolution), n_trials=n_trials)\n" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-05-22T00:14:34.527783Z", - "start_time": "2024-05-22T00:14:32.359422Z" - } - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [], - "metadata": { - "collapsed": false - } - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 2 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} diff --git a/quants_lab/research_notebooks/marroq (old)/01_strategy_design_marroq.ipynb b/quants_lab/research_notebooks/marroq (old)/01_strategy_design_marroq.ipynb deleted file mode 100644 index 089f07d1..00000000 --- a/quants_lab/research_notebooks/marroq (old)/01_strategy_design_marroq.ipynb +++ /dev/null @@ -1,22870 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "source": [ - "# RESEARCH NOTEBOOK --> SUPERTREND" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 1, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import pandas_ta as ta # noqa: F401\n", - "\n", - "candles = pd.read_csv(\n", - " \"/Users/dardonacci/Documents/work/dashboard/data/candles/candles_binance_perpetual_WLD-USDT_3m.csv\")\n", - "candles[\"date\"] = pd.to_datetime(candles[\"timestamp\"], unit=\"ms\")" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-04-08T15:18:09.980351Z", - "start_time": "2024-04-08T15:18:09.379563Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 2, - "outputs": [ - { - "data": { - "text/plain": " timestamp open high low close \\\ncount 4.320000e+04 43200.000000 43200.000000 43200.000000 43200.000000 \nmean 1.698444e+12 1.884709 1.888771 1.880592 1.884742 \nmin 1.694556e+12 0.974400 0.975800 0.970900 0.974400 \n25% 1.696500e+12 1.568600 1.571875 1.565400 1.568575 \n50% 1.698444e+12 1.791200 1.794100 1.788400 1.791200 \n75% 1.700388e+12 2.353225 2.361425 2.346425 2.353325 \nmax 1.702332e+12 2.873500 2.880700 2.854600 2.873300 \nstd 2.244764e+09 0.418210 0.419342 0.417014 0.418201 \n\n volume quote_asset_volume n_trades taker_buy_base_volume \\\ncount 4.320000e+04 4.320000e+04 43200.000000 4.320000e+04 \nmean 3.826104e+05 6.612243e+05 2724.278426 1.898674e+05 \nmin 0.000000e+00 0.000000e+00 0.000000 0.000000e+00 \n25% 9.382700e+04 1.799700e+05 962.750000 4.501600e+04 \n50% 1.842400e+05 3.429340e+05 1627.000000 8.972850e+04 \n75% 4.003505e+05 7.076663e+05 3029.250000 1.976002e+05 \nmax 3.518280e+07 5.409945e+07 138928.000000 2.052616e+07 \nstd 6.960429e+05 1.142285e+06 3828.753703 3.567905e+05 \n\n taker_buy_quote_volume date \ncount 4.320000e+04 43200 \nmean 3.279029e+05 2023-10-27 21:58:30 \nmin 0.000000e+00 2023-09-12 22:00:00 \n25% 8.572581e+04 2023-10-05 09:59:15 \n50% 1.659423e+05 2023-10-27 21:58:30 \n75% 3.482184e+05 2023-11-19 09:57:45 \nmax 3.142120e+07 2023-12-11 21:57:00 \nstd 5.868375e+05 NaN ", - 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" - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "candles.describe()" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-04-08T15:18:10.001886Z", - "start_time": "2024-04-08T15:18:09.977947Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 3, - "outputs": [], - "source": [ - "import pandas as pd\n", - "from scipy.signal import find_peaks\n", - "import plotly.graph_objects as go\n", - "from scipy.cluster.hierarchy import linkage, fcluster\n", - "\n", - "def calculate_prominence(candles, prominence_percentage):\n", - " price_range = candles['high'].max() - candles['low'].min()\n", - " return price_range * prominence_percentage\n", - "\n", - "def find_price_peaks(candles, prominence_nominal, distance):\n", - " high_peaks, _ = find_peaks(candles['high'], prominence=prominence_nominal, distance=distance)\n", - " low_peaks, _ = find_peaks(-candles['low'], prominence=prominence_nominal, distance=distance)\n", - " return high_peaks, low_peaks\n", - "\n", - "def hierarchical_clustering(peaks, num_clusters=3):\n", - " Z = linkage(peaks.reshape(-1, 1), method='ward')\n", - " labels = fcluster(Z, num_clusters, criterion='maxclust')\n", - " centroids = [peaks[labels == k].mean() for k in range(1, num_clusters + 1)]\n", - " return centroids, labels\n", - "\n", - "def plot_price_chart_with_clusters(candles, high_peaks, low_peaks, high_clusters, low_clusters):\n", - " fig = go.Figure(data=[go.Candlestick(\n", - " x=candles['date'],\n", - " open=candles['open'],\n", - " high=candles['high'],\n", - " low=candles['low'],\n", - " close=candles['close'],\n", - " name='OHLC Data'\n", - " )])\n", - " fig.add_trace(go.Scatter(\n", - " x=candles['date'].iloc[high_peaks],\n", - " y=candles['high'].iloc[high_peaks],\n", - " mode='markers',\n", - " marker=dict(size=7, color='red'),\n", - " name='High Peaks'\n", - " ))\n", - " fig.add_trace(go.Scatter(\n", - " x=candles['date'].iloc[low_peaks],\n", - " y=candles['low'].iloc[low_peaks],\n", - " mode='markers',\n", - " marker=dict(size=7, color='green'),\n", - " name='Low Peaks'\n", - " ))\n", - " for level in high_clusters:\n", - " fig.add_hline(y=level, line=dict(color='orange', width=2), annotation_text=f\"High Cluster: {level:.2f}\")\n", - " for level in low_clusters:\n", - " fig.add_hline(y=level, line=dict(color='blue', width=2, dash='dash'), annotation_text=f\"Low Cluster: {level:.2f}\")\n", - " fig.update_layout(xaxis_rangeslider_visible=False, height=800)\n", - " fig.show()\n", - "\n", - "def analyze_and_plot_candles_with_clusters(candles, prominence_percentage=1/100, distance=5, num_clusters=None):\n", - " candles['date'] = pd.to_datetime(candles['timestamp'], unit='ms')\n", - " prominence_nominal = calculate_prominence(candles, prominence_percentage)\n", - " high_peaks, low_peaks = find_price_peaks(candles, prominence_nominal, distance)\n", - " high_peak_prices = candles['high'].iloc[high_peaks].values\n", - " low_peak_prices = candles['low'].iloc[low_peaks].values\n", - " high_clusters, _ = hierarchical_clustering(high_peak_prices, num_clusters or 3)\n", - " low_clusters, _ = hierarchical_clustering(low_peak_prices, num_clusters or 3)\n", - " plot_price_chart_with_clusters(candles, high_peaks, low_peaks, high_clusters, low_clusters)\n" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-04-08T15:18:11.146361Z", - "start_time": "2024-04-08T15:18:09.980081Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 4, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/r8/2xrqvjjs37g0nbft2yz31b4m0000gn/T/ipykernel_20494/1161020026.py:52: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " candles['date'] = pd.to_datetime(candles['timestamp'], unit='ms')\n" - 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" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "\n", - "analyze_and_plot_candles_with_clusters(candles.iloc[-3500:], prominence_percentage=0.03, distance=10, num_clusters=3)\n" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-04-08T15:18:11.421615Z", - "start_time": "2024-04-08T15:18:11.148433Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 5, - "outputs": [], - "source": [ - "def analyze_and_plot_candles_with_clusters(candles, prominence_percentage=1/100, distance=5, num_clusters=None):\n", - " candles['date'] = pd.to_datetime(candles['timestamp'], unit='ms')\n", - " prominence_nominal = calculate_prominence(candles, prominence_percentage)\n", - " close_price = candles['close'].iloc[1]\n", - " high_peaks, _ = find_price_peaks(candles[candles[\"close\"] > close_price].copy(), prominence_nominal, distance)\n", - " _, low_peaks = find_price_peaks(candles[candles[\"close\"] < close_price].copy(), prominence_nominal, distance)\n", - " high_peak_prices = candles['high'].iloc[high_peaks].values\n", - " low_peak_prices = candles['low'].iloc[low_peaks].values\n", - " high_clusters, _ = hierarchical_clustering(high_peak_prices, num_clusters or 3)\n", - " low_clusters, _ = hierarchical_clustering(low_peak_prices, num_clusters or 3)\n", - " plot_price_chart_with_clusters(candles, high_peaks, low_peaks, high_clusters, low_clusters)" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-04-08T15:18:23.929900Z", - "start_time": "2024-04-08T15:18:23.927423Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 6, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/r8/2xrqvjjs37g0nbft2yz31b4m0000gn/T/ipykernel_20494/3870981304.py:2: SettingWithCopyWarning:\n", - "\n", - "\n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - 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" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "analyze_and_plot_candles_with_clusters(candles.iloc[-500:], num_clusters=3)" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-04-08T15:18:24.610029Z", - "start_time": "2024-04-08T15:18:24.441693Z" - } - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [], - "metadata": { - "collapsed": false - } - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 2 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} diff --git a/quants_lab/research_notebooks/marroq (old)/02_single_controller_backtest.ipynb b/quants_lab/research_notebooks/marroq (old)/02_single_controller_backtest.ipynb deleted file mode 100644 index 6d32473f..00000000 --- a/quants_lab/research_notebooks/marroq (old)/02_single_controller_backtest.ipynb +++ /dev/null @@ -1,591 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "\n", - "root_path = os.path.abspath(os.path.join(os.getcwd(), '../../..'))\n", - "sys.path.append(root_path)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [ - "from decimal import Decimal\n", - "\n", - "# Market configuration\n", - "exchange = \"binance_perpetual\"\n", - "trading_pair = \"WLD-USDT\"\n", - "interval = \"3m\"\n", - "\n", - "# Account configuration\n", - "initial_portfolio_usd = 1000\n", - "order_amount = Decimal(\"25\")\n", - "n_levels = 1\n", - "leverage = 20\n", - "trade_cost = 0.0006\n", - "\n", - "# Backtest period\n", - "start = \"2023-01-01\"\n", - "end = \"2024-01-02\"\n", - "\n", - "# Triple barrier configuration\n", - "stop_loss = Decimal(\"0.015\")\n", - "take_profit = Decimal(\"0.03\")\n", - "time_limit = 60 * 60 * 12 # 12 hours\n", - "trailing_stop_activation_price_delta = Decimal(\"0.008\")\n", - "trailing_stop_trailing_delta = Decimal(\"0.004\")" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "from hummingbot.smart_components.utils.order_level_builder import OrderLevelBuilder\n", - "from hummingbot.smart_components.strategy_frameworks.data_types import (\n", - " TripleBarrierConf\n", - ")\n", - "\n", - "# Building the order levels\n", - "order_level_builder = OrderLevelBuilder(n_levels=n_levels)\n", - "order_levels = order_level_builder.build_order_levels(\n", - " amounts=order_amount,\n", - " spreads=Decimal(\"0\"),\n", - " # for directional strategies we don't need spreads since we are going to use market orders to enter\n", - " triple_barrier_confs=TripleBarrierConf(\n", - " stop_loss=stop_loss, take_profit=take_profit, time_limit=time_limit,\n", - " trailing_stop_activation_price_delta=trailing_stop_activation_price_delta,\n", - " trailing_stop_trailing_delta=trailing_stop_trailing_delta),\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# Let's inpect the order levels\n", - "order_levels" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "import sys\n", - "from hummingbot.data_feed.candles_feed.candles_factory import CandlesConfig\n", - "from quants_lab.controllers.supertrend import SuperTrend, SuperTrendConfig\n", - "\n", - "# Controller configuration\n", - "length = 100\n", - "multiplier = 3.0\n", - "percentage_threshold = 0.01\n", - "\n", - "# Creating the instance of the configuration and the controller\n", - "config = SuperTrendConfig(\n", - " exchange=exchange,\n", - " trading_pair=trading_pair,\n", - " order_levels=order_levels,\n", - " candles_config=[\n", - " CandlesConfig(connector=exchange, trading_pair=trading_pair, interval=interval, max_records=sys.maxsize),\n", - " ],\n", - " leverage=leverage,\n", - " length=length,\n", - " multiplier=multiplier,\n", - " percentage_threshold=percentage_threshold,\n", - ")\n", - "controller = SuperTrend(config=config)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "from quants_lab.strategy.strategy_analysis import StrategyAnalysis\n", - "\n", - "from hummingbot.smart_components.strategy_frameworks.directional_trading.directional_trading_backtesting_engine import \\\n", - " DirectionalTradingBacktestingEngine\n", - "\n", - "# Creating the backtesting engine and loading the historical data\n", - "engine = DirectionalTradingBacktestingEngine(controller=controller)\n", - "engine.load_controller_data(\"../../../data/candles\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# Let's see what is inside the candles of the controller\n", - "engine.controller.candles" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "engine.controller.candles[0].candles_df" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# Let's understand what is inside the processed data since this is what we are going to use when generating the signal ;)\n", - "engine.controller.get_processed_data()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# Let's run the backtesting\n", - "\n", - "backtesting_results = engine.run_backtesting(initial_portfolio_usd=initial_portfolio_usd,\n", - " trade_cost=trade_cost,\n", - " start=start, end=end)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# Let's see what is inside the backtesting results\n", - "backtesting_results.keys()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# now let's analyze each of the dataframes\n", - "\n", - "# 1. The processed data: this is the data that we are going to use to generate the signal\n", - "backtesting_results[\"processed_data\"]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# 2. The executors dataframe: this is the dataframe that contains the information of the orders that were executed\n", - "backtesting_results[\"executors_df\"]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# 3. The results dataframe: this is the dataframe that contains the information of the pnl of the strategy\n", - "backtesting_results[\"results\"]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# Now let's analyze the results using the StrategyAnalysis class\n", - "strategy_analysis = StrategyAnalysis(\n", - " positions=backtesting_results[\"executors_df\"],\n", - " candles_df=backtesting_results[\"processed_data\"],\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# let's visualize the PNL over time of the strategy\n", - "strategy_analysis.pnl_over_time()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "strategy_analysis.create_base_figure(volume=False, positions=False, trade_pnl=True)\n", - "fig = strategy_analysis.figure()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "fig" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# Now let's see how we can add the SuperTrend to the plot\n", - "\n", - "import plotly.graph_objects as go\n", - "\n", - "super_trend_long = strategy_analysis.candles_df[strategy_analysis.candles_df[f\"SUPERTd_{length}_{multiplier}\"] == 1]\n", - "super_trend_short = strategy_analysis.candles_df[strategy_analysis.candles_df[f\"SUPERTd_{length}_{multiplier}\"] == -1]\n", - "# Add the SuperTrend line\n", - "fig.add_trace(go.Scatter(x=super_trend_long.index, y=super_trend_long[f'SUPERT_{length}_{multiplier}'],\n", - " mode='markers',\n", - " name='SuperTrend Long',\n", - " line=dict(color=\"green\")),\n", - " row=1, col=1)\n", - "# Add the SuperTrend line\n", - "fig.add_trace(go.Scatter(x=super_trend_short.index, y=super_trend_short[f'SUPERT_{length}_{multiplier}'],\n", - " mode='markers',\n", - " name='SuperTrend Short',\n", - " line=dict(color=\"red\")),\n", - " row=1, col=1)\n", - "\n", - "fig" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# To see the trades we will need to select a lower timeframe due the restrictions and speed of the plotly library\n", - "start_time = \"2023-11-03\"\n", - "end_time = \"2023-11-05\"\n", - "\n", - "processed_data_filtered = backtesting_results[\"processed_data\"][\n", - " (backtesting_results[\"processed_data\"][\"timestamp\"] >= start_time) &\n", - " (backtesting_results[\"processed_data\"][\"timestamp\"] <= end_time)\n", - "]\n", - "\n", - "executors_filtered = backtesting_results[\"executors_df\"][\n", - " (backtesting_results[\"executors_df\"][\"timestamp\"] >= start_time) &\n", - " (backtesting_results[\"executors_df\"][\"timestamp\"] <= end_time)\n", - "]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "executors_filtered" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "\n", - "strategy_analysis = StrategyAnalysis(\n", - " positions=executors_filtered,\n", - " candles_df=processed_data_filtered,\n", - ")\n", - "\n", - "strategy_analysis.create_base_figure(volume=False, positions=True, trade_pnl=True)\n", - "fig = strategy_analysis.figure()\n", - "super_trend_long = strategy_analysis.candles_df[strategy_analysis.candles_df[f\"SUPERTd_{length}_{multiplier}\"] == 1]\n", - "super_trend_short = strategy_analysis.candles_df[strategy_analysis.candles_df[f\"SUPERTd_{length}_{multiplier}\"] == -1]\n", - "# Add the SuperTrend line\n", - "fig.add_trace(go.Scatter(x=super_trend_long.index, y=super_trend_long[f'SUPERT_{length}_{multiplier}'],\n", - " mode='markers',\n", - " name='SuperTrend Long',\n", - " line=dict(color=\"green\")),\n", - " row=1, col=1)\n", - "# Add the SuperTrend line\n", - "fig.add_trace(go.Scatter(x=super_trend_short.index, y=super_trend_short[f'SUPERT_{length}_{multiplier}'],\n", - " mode='markers',\n", - " name='SuperTrend Short',\n", - " line=dict(color=\"red\")),\n", - " row=1, col=1)\n", - "fig" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "source": [ - "### Scatter of PNL per Trade\n", - "This bar chart illustrates the PNL for each individual trade. Positive PNLs are shown in green and negative PNLs in red, providing a clear view of profitable vs. unprofitable trades.\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "import plotly.express as px\n", - "\n", - "executors_df = backtesting_results[\"executors_df\"]\n", - "\n", - "fig = px.scatter(executors_df, x=\"timestamp\", y='net_pnl_quote', title='PNL per Trade',\n", - " color='profitable', color_continuous_scale=['red', 'green'])\n", - "fig.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "source": [ - "### Scatter Plot of Volume vs. PNL\n", - "This scatter plot explores the relationship between the trade volume and the PNL for each trade. It can reveal if larger volumes are associated with higher profits or losses.\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "fig = px.scatter(executors_df, x='volume', y='net_pnl_quote', title='Trade Volume vs. PNL')\n", - "fig.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "source": [ - "### Histogram of PNL Distribution\n", - "The histogram displays the distribution of PNL values across all trades. It helps in understanding the frequency and range of profit and loss outcomes.\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "fig = px.histogram(executors_df, x='net_pnl_quote', title='PNL Distribution')\n", - "fig.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "source": [ - "# Conclusion\n", - "We can see that the indicator has potential to bring good signals to trade and might be interesting to see how we can design a market maker that shifts the mid price based on this indicator.\n", - "A lot of the short signals are wrong but if we zoom in into the loss signals we can see that the losses are not that big and the wins are bigger and if we had implemented the trailing stop feature probably a lot of them are going to be profits." - ] - }, - { - "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "source": [ - "# Next steps\n", - "- Filter only the loss signals and understand what you can do to prevent them\n", - "- Try different configuration values for the indicator\n", - "- Test in multiple markets, pick mature markets like BTC-USDT or ETH-USDT and also volatile markets like DOGE-USDT or SHIB-USDT" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.13" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/quants_lab/research_notebooks/marroq (old)/03_optimization_notebook.ipynb b/quants_lab/research_notebooks/marroq (old)/03_optimization_notebook.ipynb deleted file mode 100644 index c09c9b79..00000000 --- a/quants_lab/research_notebooks/marroq (old)/03_optimization_notebook.ipynb +++ /dev/null @@ -1,183 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "\n", - "root_path = os.path.abspath(os.path.join(os.getcwd(), '../../..'))\n", - "sys.path.append(root_path)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [ - "import traceback\n", - "from decimal import Decimal\n", - "import pandas_ta as ta # noqa: F401\n", - "\n", - "from hummingbot.core.data_type.common import PositionMode, TradeType, OrderType\n", - "from hummingbot.data_feed.candles_feed.candles_factory import CandlesConfig\n", - "from hummingbot.smart_components.strategy_frameworks.data_types import TripleBarrierConf, OrderLevel\n", - "from hummingbot.smart_components.strategy_frameworks.directional_trading import DirectionalTradingBacktestingEngine\n", - "from hummingbot.smart_components.utils.config_encoder_decoder import ConfigEncoderDecoder\n", - "from optuna import TrialPruned\n", - "from hummingbot.smart_components.utils.order_level_builder import OrderLevelBuilder\n", - "\n", - "from quants_lab.controllers.supertrend import SuperTrend, SuperTrendConfig\n", - "\n", - "# To run an optimization with optuna we need to define the objective function that will be executed for each trial\n", - "\n", - "def objective(trial):\n", - " try:\n", - " # Market configuration\n", - " exchange = \"binance_perpetual\"\n", - " trading_pair = \"WLD-USDT\"\n", - " interval = \"3m\"\n", - "\n", - " # Account configuration\n", - " initial_portfolio_usd = 1000\n", - " order_amount = Decimal(\"25\")\n", - " n_levels = 1\n", - " leverage = 20\n", - " trade_cost = 0.0006\n", - "\n", - " # Backtest period\n", - " start = \"2023-01-01\"\n", - " end = \"2024-01-02\"\n", - "\n", - " # Triple barrier configuration\n", - " stop_loss = trial.suggest_float('stop_loss', 0.01, 0.02, step=0.01)\n", - " take_profit = trial.suggest_float('take_profit', 0.01, 0.04, step=0.01)\n", - " time_limit = 60 * 60 * 12 # 12 hours\n", - " trailing_stop_activation_price_delta = Decimal(\"0.008\")\n", - " trailing_stop_trailing_delta = Decimal(\"0.004\")\n", - "\n", - " length = trial.suggest_int('length', 20, 200, step=20)\n", - " multiplier = trial.suggest_float('multiplier', 2.0, 6.0, step=1.0)\n", - " percentage_threshold = trial.suggest_float('percentage_threshold', 0.01, 0.03, step=0.01)\n", - "\n", - " # Building the order levels\n", - " order_level_builder = OrderLevelBuilder(n_levels=n_levels)\n", - " order_levels = order_level_builder.build_order_levels(\n", - " amounts=order_amount,\n", - " spreads=Decimal(\"0\"),\n", - " triple_barrier_confs=TripleBarrierConf(\n", - " stop_loss=stop_loss, take_profit=take_profit, time_limit=time_limit,\n", - " trailing_stop_activation_price_delta=trailing_stop_activation_price_delta,\n", - " trailing_stop_trailing_delta=trailing_stop_trailing_delta),\n", - " )\n", - " config = SuperTrendConfig(\n", - " exchange=exchange,\n", - " trading_pair=trading_pair,\n", - " strategy_name='supertrend',\n", - " candles_config=[\n", - " CandlesConfig(connector=exchange, trading_pair=trading_pair,\n", - " interval=interval, max_records=sys.maxsize)\n", - " ],\n", - " order_levels=order_levels,\n", - " leverage=leverage,\n", - " position_mode=PositionMode.HEDGE,\n", - " length=length,\n", - " multiplier=multiplier,\n", - " percentage_threshold=percentage_threshold,\n", - "\n", - " )\n", - " controller = SuperTrend(config=config)\n", - " engine = DirectionalTradingBacktestingEngine(controller=controller)\n", - " engine.load_controller_data(\"../../../data/candles\")\n", - " backtesting_results = engine.run_backtesting(\n", - " initial_portfolio_usd=initial_portfolio_usd,\n", - " trade_cost=trade_cost,\n", - " start=start, end=end)\n", - "\n", - " strategy_analysis = backtesting_results[\"results\"]\n", - " encoder_decoder = ConfigEncoderDecoder(TradeType, OrderType, PositionMode)\n", - "\n", - " trial.set_user_attr(\"net_pnl_quote\", strategy_analysis[\"net_pnl_quote\"])\n", - " trial.set_user_attr(\"net_pnl_pct\", strategy_analysis[\"net_pnl\"])\n", - " trial.set_user_attr(\"max_drawdown_usd\", strategy_analysis[\"max_drawdown_usd\"])\n", - " trial.set_user_attr(\"max_drawdown_pct\", strategy_analysis[\"max_drawdown_pct\"])\n", - " trial.set_user_attr(\"sharpe_ratio\", strategy_analysis[\"sharpe_ratio\"])\n", - " trial.set_user_attr(\"accuracy\", strategy_analysis[\"accuracy\"])\n", - " trial.set_user_attr(\"total_positions\", strategy_analysis[\"total_positions\"])\n", - " trial.set_user_attr(\"profit_factor\", strategy_analysis[\"profit_factor\"])\n", - " trial.set_user_attr(\"duration_in_hours\", strategy_analysis[\"duration_minutes\"] / 60)\n", - " trial.set_user_attr(\"avg_trading_time_in_hours\", strategy_analysis[\"avg_trading_time_minutes\"] / 60)\n", - " trial.set_user_attr(\"win_signals\", strategy_analysis[\"win_signals\"])\n", - " trial.set_user_attr(\"loss_signals\", strategy_analysis[\"loss_signals\"])\n", - " trial.set_user_attr(\"config\", encoder_decoder.encode(config.dict()))\n", - " return strategy_analysis[\"net_pnl\"]\n", - " except Exception as e:\n", - " traceback.print_exc()\n", - " raise TrialPruned()\n" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [ - "import optuna\n", - "\n", - "# Now let's configure the parameters for the optimization\n", - "study_name = \"super_trend_optimization_1\"\n", - "storage= \"sqlite:///../../../data/backtesting/backtesting_report.db\"\n", - "\n", - "study = optuna.create_study(direction=\"maximize\", study_name=study_name,\n", - " storage=storage,\n", - " load_if_exists=True # If the study already exists, we load it\n", - " )" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [ - "# Not let's run the optimization!\n", - "\n", - "n_trials = 200\n", - "study.optimize(objective, n_trials=n_trials)" - ], - "metadata": { - "collapsed": false - } - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 2 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} diff --git a/quants_lab/research_notebooks/supertrend/01_strategy_design_supertrend.ipynb b/quants_lab/research_notebooks/supertrend/01_strategy_design_supertrend.ipynb deleted file mode 100644 index aedbd2c1..00000000 --- a/quants_lab/research_notebooks/supertrend/01_strategy_design_supertrend.ipynb +++ /dev/null @@ -1,19824 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "source": [ - "# RESEARCH NOTEBOOK --> SUPERTREND" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 1, - 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" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import plotly.graph_objects as go\n", - "\n", - "# We are going to use just a subset to see the graph better\n", - "candles = candles.tail(800)\n", - "\n", - "# Create a candlestick chart\n", - "fig = go.Figure(data=[go.Candlestick(\n", - " x=candles['date'],\n", - " open=candles['open'],\n", - " high=candles['high'],\n", - " low=candles['low'],\n", - " close=candles['close'])\n", - "])\n", - "fig.show()" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-11T21:52:44.528763Z", - "start_time": "2023-12-11T21:52:44.299515Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 7, - "outputs": [ - { - "data": { - "application/vnd.plotly.v1+json": { - "data": [ - { - "close": [ - 2.4215, - 2.4244, - 2.4238, - 2.4302, - 2.4289, - 2.4367, - 2.4176, - 2.4239, - 2.4175, - 2.4117, - 2.4193, - 2.4204, - 2.4184, - 2.4073, - 2.4035, - 2.4144, - 2.4139, - 2.4521, - 2.4458, - 2.4507, - 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"gridcolor": "#506784", - "linecolor": "#506784", - "showbackground": true, - "ticks": "", - "zerolinecolor": "#C8D4E3", - "gridwidth": 2 - }, - "zaxis": { - "backgroundcolor": "rgb(17,17,17)", - "gridcolor": "#506784", - "linecolor": "#506784", - "showbackground": true, - "ticks": "", - "zerolinecolor": "#C8D4E3", - "gridwidth": 2 - } - }, - "shapedefaults": { - "line": { - "color": "#f2f5fa" - } - }, - "annotationdefaults": { - "arrowcolor": "#f2f5fa", - "arrowhead": 0, - "arrowwidth": 1 - }, - "geo": { - "bgcolor": "rgb(17,17,17)", - "landcolor": "rgb(17,17,17)", - "subunitcolor": "#506784", - "showland": true, - "showlakes": true, - "lakecolor": "rgb(17,17,17)" - }, - "title": { - "x": 0.05 - }, - "updatemenudefaults": { - "bgcolor": "#506784", - "borderwidth": 0 - }, - "sliderdefaults": { - "bgcolor": "#C8D4E3", - "borderwidth": 1, - "bordercolor": "rgb(17,17,17)", - "tickwidth": 0 - }, - "mapbox": { - "style": "dark" - } - } - }, - "xaxis": { - "anchor": "y", - "domain": [ - 0.0, - 1.0 - ], - "matches": "x2", - "showticklabels": false, - "showline": true, - "linewidth": 2, - "linecolor": "grey", - "gridcolor": "lightgrey", - "rangeslider": { - "visible": false - } - }, - "yaxis": { - "anchor": "x", - "domain": [ - 0.314, - 1.0 - ], - "showline": true, - "linewidth": 2, - "linecolor": "grey", - "gridcolor": "lightgrey", - "title": { - "text": "Price" - } - }, - "xaxis2": { - "anchor": "y2", - "domain": [ - 0.0, - 1.0 - ], - "showline": true, - "linewidth": 2, - "linecolor": "grey", - "gridcolor": "lightgrey" - }, - "yaxis2": { - "anchor": "x2", - "domain": [ - 0.0, - 0.294 - ], - "showline": true, - "linewidth": 2, - "linecolor": "grey", - "gridcolor": "lightgrey" - }, - "annotations": [ - { - "font": { - "size": 16 - }, - "showarrow": false, - "text": "OHLC", - "x": 0.5, - "xanchor": "center", - "xref": "paper", - "y": 1.0, - "yanchor": "bottom", - "yref": "paper" - }, - { - "font": { - "size": 16 - }, - "showarrow": false, - "text": "Signal", - "x": 0.5, - "xanchor": "center", - "xref": "paper", - "y": 0.294, - "yanchor": "bottom", - "yref": "paper" - } - ], - "title": { - "text": "OHLC Chart with SuperTrend and Signals" - }, - "height": 800 - }, - "config": { - "plotlyServerURL": "https://plot.ly" - } - }, - "text/html": "
" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from plotly.subplots import make_subplots\n", - "\n", - "fig = make_subplots(rows=2, cols=1, shared_xaxes=True, vertical_spacing=0.02, subplot_titles=('OHLC', 'Signal'),\n", - " row_heights=[0.7, 0.3])\n", - "\n", - "# Add candlestick\n", - "fig.add_trace(go.Candlestick(\n", - " x=candles['date'],\n", - " open=candles['open'],\n", - " high=candles['high'],\n", - " low=candles['low'],\n", - " close=candles['close']),\n", - " row=1, col=1)\n", - "\n", - "# Add the SuperTrend line\n", - "fig.add_trace(go.Scatter(x=super_trend_long['date'], y=super_trend_long['SUPERT_20_3.0'],\n", - " mode='markers',\n", - " name='SuperTrend Long',\n", - " line=dict(color=\"green\")),\n", - " row=1, col=1)\n", - "# Add the SuperTrend line\n", - "fig.add_trace(go.Scatter(x=super_trend_short['date'], y=super_trend_short['SUPERT_20_3.0'],\n", - " mode='markers',\n", - " name='SuperTrend Short',\n", - " line=dict(color=\"red\")),\n", - " row=1, col=1)\n", - "\n", - "# Add the signal line\n", - "fig.add_trace(go.Scatter(x=candles['date'], y=candles['signal'],\n", - " mode='lines',\n", - " name='SuperTrend',\n", - " line=dict(color=\"white\")),\n", - " row=2, col=1)\n", - "\n", - "# Update x-axis and grid properties\n", - "fig.update_xaxes(showline=True, linewidth=2, linecolor='grey', gridcolor='lightgrey')\n", - "fig.update_yaxes(showline=True, linewidth=2, linecolor='grey', gridcolor='lightgrey')\n", - "\n", - "# Update layout to adjust the size and title\n", - "fig.update_layout(height=800, title_text=\"OHLC Chart with SuperTrend and Signals\",\n", - " yaxis_title='Price',\n", - " xaxis_rangeslider_visible=False)\n" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-11T21:52:45.592025Z", - "start_time": "2023-12-11T21:52:45.499165Z" - } - } - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 2 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} diff --git a/quants_lab/research_notebooks/supertrend/02_single_controller_backtest.ipynb b/quants_lab/research_notebooks/supertrend/02_single_controller_backtest.ipynb deleted file mode 100644 index 6d32473f..00000000 --- a/quants_lab/research_notebooks/supertrend/02_single_controller_backtest.ipynb +++ /dev/null @@ -1,591 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "\n", - "root_path = os.path.abspath(os.path.join(os.getcwd(), '../../..'))\n", - "sys.path.append(root_path)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [ - "from decimal import Decimal\n", - "\n", - "# Market configuration\n", - "exchange = \"binance_perpetual\"\n", - "trading_pair = \"WLD-USDT\"\n", - "interval = \"3m\"\n", - "\n", - "# Account configuration\n", - "initial_portfolio_usd = 1000\n", - "order_amount = Decimal(\"25\")\n", - "n_levels = 1\n", - "leverage = 20\n", - "trade_cost = 0.0006\n", - "\n", - "# Backtest period\n", - "start = \"2023-01-01\"\n", - "end = \"2024-01-02\"\n", - "\n", - "# Triple barrier configuration\n", - "stop_loss = Decimal(\"0.015\")\n", - "take_profit = Decimal(\"0.03\")\n", - "time_limit = 60 * 60 * 12 # 12 hours\n", - "trailing_stop_activation_price_delta = Decimal(\"0.008\")\n", - "trailing_stop_trailing_delta = Decimal(\"0.004\")" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "from hummingbot.smart_components.utils.order_level_builder import OrderLevelBuilder\n", - "from hummingbot.smart_components.strategy_frameworks.data_types import (\n", - " TripleBarrierConf\n", - ")\n", - "\n", - "# Building the order levels\n", - "order_level_builder = OrderLevelBuilder(n_levels=n_levels)\n", - "order_levels = order_level_builder.build_order_levels(\n", - " amounts=order_amount,\n", - " spreads=Decimal(\"0\"),\n", - " # for directional strategies we don't need spreads since we are going to use market orders to enter\n", - " triple_barrier_confs=TripleBarrierConf(\n", - " stop_loss=stop_loss, take_profit=take_profit, time_limit=time_limit,\n", - " trailing_stop_activation_price_delta=trailing_stop_activation_price_delta,\n", - " trailing_stop_trailing_delta=trailing_stop_trailing_delta),\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# Let's inpect the order levels\n", - "order_levels" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "import sys\n", - "from hummingbot.data_feed.candles_feed.candles_factory import CandlesConfig\n", - "from quants_lab.controllers.supertrend import SuperTrend, SuperTrendConfig\n", - "\n", - "# Controller configuration\n", - "length = 100\n", - "multiplier = 3.0\n", - "percentage_threshold = 0.01\n", - "\n", - "# Creating the instance of the configuration and the controller\n", - "config = SuperTrendConfig(\n", - " exchange=exchange,\n", - " trading_pair=trading_pair,\n", - " order_levels=order_levels,\n", - " candles_config=[\n", - " CandlesConfig(connector=exchange, trading_pair=trading_pair, interval=interval, max_records=sys.maxsize),\n", - " ],\n", - " leverage=leverage,\n", - " length=length,\n", - " multiplier=multiplier,\n", - " percentage_threshold=percentage_threshold,\n", - ")\n", - "controller = SuperTrend(config=config)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "from quants_lab.strategy.strategy_analysis import StrategyAnalysis\n", - "\n", - "from hummingbot.smart_components.strategy_frameworks.directional_trading.directional_trading_backtesting_engine import \\\n", - " DirectionalTradingBacktestingEngine\n", - "\n", - "# Creating the backtesting engine and loading the historical data\n", - "engine = DirectionalTradingBacktestingEngine(controller=controller)\n", - "engine.load_controller_data(\"../../../data/candles\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# Let's see what is inside the candles of the controller\n", - "engine.controller.candles" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "engine.controller.candles[0].candles_df" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# Let's understand what is inside the processed data since this is what we are going to use when generating the signal ;)\n", - "engine.controller.get_processed_data()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# Let's run the backtesting\n", - "\n", - "backtesting_results = engine.run_backtesting(initial_portfolio_usd=initial_portfolio_usd,\n", - " trade_cost=trade_cost,\n", - " start=start, end=end)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# Let's see what is inside the backtesting results\n", - "backtesting_results.keys()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# now let's analyze each of the dataframes\n", - "\n", - "# 1. The processed data: this is the data that we are going to use to generate the signal\n", - "backtesting_results[\"processed_data\"]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# 2. The executors dataframe: this is the dataframe that contains the information of the orders that were executed\n", - "backtesting_results[\"executors_df\"]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# 3. The results dataframe: this is the dataframe that contains the information of the pnl of the strategy\n", - "backtesting_results[\"results\"]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# Now let's analyze the results using the StrategyAnalysis class\n", - "strategy_analysis = StrategyAnalysis(\n", - " positions=backtesting_results[\"executors_df\"],\n", - " candles_df=backtesting_results[\"processed_data\"],\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# let's visualize the PNL over time of the strategy\n", - "strategy_analysis.pnl_over_time()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "strategy_analysis.create_base_figure(volume=False, positions=False, trade_pnl=True)\n", - "fig = strategy_analysis.figure()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "fig" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# Now let's see how we can add the SuperTrend to the plot\n", - "\n", - "import plotly.graph_objects as go\n", - "\n", - "super_trend_long = strategy_analysis.candles_df[strategy_analysis.candles_df[f\"SUPERTd_{length}_{multiplier}\"] == 1]\n", - "super_trend_short = strategy_analysis.candles_df[strategy_analysis.candles_df[f\"SUPERTd_{length}_{multiplier}\"] == -1]\n", - "# Add the SuperTrend line\n", - "fig.add_trace(go.Scatter(x=super_trend_long.index, y=super_trend_long[f'SUPERT_{length}_{multiplier}'],\n", - " mode='markers',\n", - " name='SuperTrend Long',\n", - " line=dict(color=\"green\")),\n", - " row=1, col=1)\n", - "# Add the SuperTrend line\n", - "fig.add_trace(go.Scatter(x=super_trend_short.index, y=super_trend_short[f'SUPERT_{length}_{multiplier}'],\n", - " mode='markers',\n", - " name='SuperTrend Short',\n", - " line=dict(color=\"red\")),\n", - " row=1, col=1)\n", - "\n", - "fig" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "# To see the trades we will need to select a lower timeframe due the restrictions and speed of the plotly library\n", - "start_time = \"2023-11-03\"\n", - "end_time = \"2023-11-05\"\n", - "\n", - "processed_data_filtered = backtesting_results[\"processed_data\"][\n", - " (backtesting_results[\"processed_data\"][\"timestamp\"] >= start_time) &\n", - " (backtesting_results[\"processed_data\"][\"timestamp\"] <= end_time)\n", - "]\n", - "\n", - "executors_filtered = backtesting_results[\"executors_df\"][\n", - " (backtesting_results[\"executors_df\"][\"timestamp\"] >= start_time) &\n", - " (backtesting_results[\"executors_df\"][\"timestamp\"] <= end_time)\n", - "]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "executors_filtered" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "\n", - "strategy_analysis = StrategyAnalysis(\n", - " positions=executors_filtered,\n", - " candles_df=processed_data_filtered,\n", - ")\n", - "\n", - "strategy_analysis.create_base_figure(volume=False, positions=True, trade_pnl=True)\n", - "fig = strategy_analysis.figure()\n", - "super_trend_long = strategy_analysis.candles_df[strategy_analysis.candles_df[f\"SUPERTd_{length}_{multiplier}\"] == 1]\n", - "super_trend_short = strategy_analysis.candles_df[strategy_analysis.candles_df[f\"SUPERTd_{length}_{multiplier}\"] == -1]\n", - "# Add the SuperTrend line\n", - "fig.add_trace(go.Scatter(x=super_trend_long.index, y=super_trend_long[f'SUPERT_{length}_{multiplier}'],\n", - " mode='markers',\n", - " name='SuperTrend Long',\n", - " line=dict(color=\"green\")),\n", - " row=1, col=1)\n", - "# Add the SuperTrend line\n", - "fig.add_trace(go.Scatter(x=super_trend_short.index, y=super_trend_short[f'SUPERT_{length}_{multiplier}'],\n", - " mode='markers',\n", - " name='SuperTrend Short',\n", - " line=dict(color=\"red\")),\n", - " row=1, col=1)\n", - "fig" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "source": [ - "### Scatter of PNL per Trade\n", - "This bar chart illustrates the PNL for each individual trade. Positive PNLs are shown in green and negative PNLs in red, providing a clear view of profitable vs. unprofitable trades.\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "import plotly.express as px\n", - "\n", - "executors_df = backtesting_results[\"executors_df\"]\n", - "\n", - "fig = px.scatter(executors_df, x=\"timestamp\", y='net_pnl_quote', title='PNL per Trade',\n", - " color='profitable', color_continuous_scale=['red', 'green'])\n", - "fig.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "source": [ - "### Scatter Plot of Volume vs. PNL\n", - "This scatter plot explores the relationship between the trade volume and the PNL for each trade. It can reveal if larger volumes are associated with higher profits or losses.\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "fig = px.scatter(executors_df, x='volume', y='net_pnl_quote', title='Trade Volume vs. PNL')\n", - "fig.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "source": [ - "### Histogram of PNL Distribution\n", - "The histogram displays the distribution of PNL values across all trades. It helps in understanding the frequency and range of profit and loss outcomes.\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "fig = px.histogram(executors_df, x='net_pnl_quote', title='PNL Distribution')\n", - "fig.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "source": [ - "# Conclusion\n", - "We can see that the indicator has potential to bring good signals to trade and might be interesting to see how we can design a market maker that shifts the mid price based on this indicator.\n", - "A lot of the short signals are wrong but if we zoom in into the loss signals we can see that the losses are not that big and the wins are bigger and if we had implemented the trailing stop feature probably a lot of them are going to be profits." - ] - }, - { - "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "source": [ - "# Next steps\n", - "- Filter only the loss signals and understand what you can do to prevent them\n", - "- Try different configuration values for the indicator\n", - "- Test in multiple markets, pick mature markets like BTC-USDT or ETH-USDT and also volatile markets like DOGE-USDT or SHIB-USDT" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.13" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/quants_lab/research_notebooks/supertrend/03_optimization_notebook.ipynb b/quants_lab/research_notebooks/supertrend/03_optimization_notebook.ipynb deleted file mode 100644 index c09c9b79..00000000 --- a/quants_lab/research_notebooks/supertrend/03_optimization_notebook.ipynb +++ /dev/null @@ -1,183 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "\n", - "root_path = os.path.abspath(os.path.join(os.getcwd(), '../../..'))\n", - "sys.path.append(root_path)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [ - "import traceback\n", - "from decimal import Decimal\n", - "import pandas_ta as ta # noqa: F401\n", - "\n", - "from hummingbot.core.data_type.common import PositionMode, TradeType, OrderType\n", - "from hummingbot.data_feed.candles_feed.candles_factory import CandlesConfig\n", - "from hummingbot.smart_components.strategy_frameworks.data_types import TripleBarrierConf, OrderLevel\n", - "from hummingbot.smart_components.strategy_frameworks.directional_trading import DirectionalTradingBacktestingEngine\n", - "from hummingbot.smart_components.utils.config_encoder_decoder import ConfigEncoderDecoder\n", - "from optuna import TrialPruned\n", - "from hummingbot.smart_components.utils.order_level_builder import OrderLevelBuilder\n", - "\n", - "from quants_lab.controllers.supertrend import SuperTrend, SuperTrendConfig\n", - "\n", - "# To run an optimization with optuna we need to define the objective function that will be executed for each trial\n", - "\n", - "def objective(trial):\n", - " try:\n", - " # Market configuration\n", - " exchange = \"binance_perpetual\"\n", - " trading_pair = \"WLD-USDT\"\n", - " interval = \"3m\"\n", - "\n", - " # Account configuration\n", - " initial_portfolio_usd = 1000\n", - " order_amount = Decimal(\"25\")\n", - " n_levels = 1\n", - " leverage = 20\n", - " trade_cost = 0.0006\n", - "\n", - " # Backtest period\n", - " start = \"2023-01-01\"\n", - " end = \"2024-01-02\"\n", - "\n", - " # Triple barrier configuration\n", - " stop_loss = trial.suggest_float('stop_loss', 0.01, 0.02, step=0.01)\n", - " take_profit = trial.suggest_float('take_profit', 0.01, 0.04, step=0.01)\n", - " time_limit = 60 * 60 * 12 # 12 hours\n", - " trailing_stop_activation_price_delta = Decimal(\"0.008\")\n", - " trailing_stop_trailing_delta = Decimal(\"0.004\")\n", - "\n", - " length = trial.suggest_int('length', 20, 200, step=20)\n", - " multiplier = trial.suggest_float('multiplier', 2.0, 6.0, step=1.0)\n", - " percentage_threshold = trial.suggest_float('percentage_threshold', 0.01, 0.03, step=0.01)\n", - "\n", - " # Building the order levels\n", - " order_level_builder = OrderLevelBuilder(n_levels=n_levels)\n", - " order_levels = order_level_builder.build_order_levels(\n", - " amounts=order_amount,\n", - " spreads=Decimal(\"0\"),\n", - " triple_barrier_confs=TripleBarrierConf(\n", - " stop_loss=stop_loss, take_profit=take_profit, time_limit=time_limit,\n", - " trailing_stop_activation_price_delta=trailing_stop_activation_price_delta,\n", - " trailing_stop_trailing_delta=trailing_stop_trailing_delta),\n", - " )\n", - " config = SuperTrendConfig(\n", - " exchange=exchange,\n", - " trading_pair=trading_pair,\n", - " strategy_name='supertrend',\n", - " candles_config=[\n", - " CandlesConfig(connector=exchange, trading_pair=trading_pair,\n", - " interval=interval, max_records=sys.maxsize)\n", - " ],\n", - " order_levels=order_levels,\n", - " leverage=leverage,\n", - " position_mode=PositionMode.HEDGE,\n", - " length=length,\n", - " multiplier=multiplier,\n", - " percentage_threshold=percentage_threshold,\n", - "\n", - " )\n", - " controller = SuperTrend(config=config)\n", - " engine = DirectionalTradingBacktestingEngine(controller=controller)\n", - " engine.load_controller_data(\"../../../data/candles\")\n", - " backtesting_results = engine.run_backtesting(\n", - " initial_portfolio_usd=initial_portfolio_usd,\n", - " trade_cost=trade_cost,\n", - " start=start, end=end)\n", - "\n", - " strategy_analysis = backtesting_results[\"results\"]\n", - " encoder_decoder = ConfigEncoderDecoder(TradeType, OrderType, PositionMode)\n", - "\n", - " trial.set_user_attr(\"net_pnl_quote\", strategy_analysis[\"net_pnl_quote\"])\n", - " trial.set_user_attr(\"net_pnl_pct\", strategy_analysis[\"net_pnl\"])\n", - " trial.set_user_attr(\"max_drawdown_usd\", strategy_analysis[\"max_drawdown_usd\"])\n", - " trial.set_user_attr(\"max_drawdown_pct\", strategy_analysis[\"max_drawdown_pct\"])\n", - " trial.set_user_attr(\"sharpe_ratio\", strategy_analysis[\"sharpe_ratio\"])\n", - " trial.set_user_attr(\"accuracy\", strategy_analysis[\"accuracy\"])\n", - " trial.set_user_attr(\"total_positions\", strategy_analysis[\"total_positions\"])\n", - " trial.set_user_attr(\"profit_factor\", strategy_analysis[\"profit_factor\"])\n", - " trial.set_user_attr(\"duration_in_hours\", strategy_analysis[\"duration_minutes\"] / 60)\n", - " trial.set_user_attr(\"avg_trading_time_in_hours\", strategy_analysis[\"avg_trading_time_minutes\"] / 60)\n", - " trial.set_user_attr(\"win_signals\", strategy_analysis[\"win_signals\"])\n", - " trial.set_user_attr(\"loss_signals\", strategy_analysis[\"loss_signals\"])\n", - " trial.set_user_attr(\"config\", encoder_decoder.encode(config.dict()))\n", - " return strategy_analysis[\"net_pnl\"]\n", - " except Exception as e:\n", - " traceback.print_exc()\n", - " raise TrialPruned()\n" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [ - "import optuna\n", - "\n", - "# Now let's configure the parameters for the optimization\n", - "study_name = \"super_trend_optimization_1\"\n", - "storage= \"sqlite:///../../../data/backtesting/backtesting_report.db\"\n", - "\n", - "study = optuna.create_study(direction=\"maximize\", study_name=study_name,\n", - " storage=storage,\n", - " load_if_exists=True # If the study already exists, we load it\n", - " )" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [ - "# Not let's run the optimization!\n", - "\n", - "n_trials = 200\n", - "study.optimize(objective, n_trials=n_trials)" - ], - "metadata": { - "collapsed": false - } - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 2 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} diff --git a/quants_lab/research_notebooks/supertrend_multitimeframe(old)/01_strategy_design_supertrend_multitimeframe.ipynb b/quants_lab/research_notebooks/supertrend_multitimeframe(old)/01_strategy_design_supertrend_multitimeframe.ipynb deleted file mode 100644 index 605a18f7..00000000 --- a/quants_lab/research_notebooks/supertrend_multitimeframe(old)/01_strategy_design_supertrend_multitimeframe.ipynb +++ /dev/null @@ -1,17485 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "source": [ - "# RESEARCH NOTEBOOK --> SUPERTREND" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 25, - "outputs": [], - "source": [ - "import sys\n", - "import os\n", - "\n", - "root_path = os.path.abspath(os.path.join(os.getcwd(), '../../..'))\n", - "sys.path.append(root_path)" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T23:32:30.950209Z", - "start_time": "2023-12-12T23:32:30.930263Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 17, - "outputs": [], - "source": [], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T23:32:13.047434Z", - "start_time": "2023-12-12T23:32:13.042314Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 27, - "outputs": [], - "source": [ - "from typing import Optional, Callable\n", - "from utils.os_utils import safe_read_csv\n", - "import glob\n", - "import pandas as pd\n", - "import pandas_ta as ta # noqa: F401\n", - "\n", - "\n", - "def get_market_data_dfs(trading_pair: str, intervals: list, base_path: Optional[str] = None):\n", - " if base_path is None:\n", - " base_path = f\"{root_path}/data/candles/\"\n", - " market_data = {}\n", - " for file_path in glob.glob(f\"{base_path}*.csv\"):\n", - " tp = file_path.split(\"_\")[-2]\n", - " interval = file_path.split(\"_\")[-1].split(\".\")[0]\n", - " if tp == trading_pair and interval in intervals:\n", - " candles_df = safe_read_csv(file_path)\n", - " candles_df[\"date\"] = pd.to_datetime(candles_df[\"timestamp\"], unit='ms')\n", - " market_data[f\"{tp}_{interval}\"] = candles_df\n", - " return market_data\n", - "\n", - "\n", - "def get_minutes_from_interval(interval: str):\n", - " unit = interval[-1]\n", - " quantity = int(interval[:-1])\n", - " conversion = {\"m\": 1, \"h\": 60, \"d\": 1440}\n", - " return conversion[unit] * quantity\n", - "\n", - "\n", - "def order_market_data_dfs(marked_data: dict):\n", - " return sorted(marked_data.items(), key=lambda x: get_minutes_from_interval(x[0].split(\"_\")[-1]))\n", - "\n", - "\n", - "def get_dataframes_merged_by_min_resolution(trading_pair, intervals, add_indicators_func: Optional[Callable] = None):\n", - " market_data = get_market_data_dfs(trading_pair, intervals)\n", - " ordered_data = order_market_data_dfs(market_data)\n", - " if add_indicators_func:\n", - " processed_data = []\n", - " for interval, df in ordered_data:\n", - " processed_df = add_indicators_func(df)\n", - " processed_data.append((interval, processed_df))\n", - " else:\n", - " processed_data = ordered_data\n", - " interval_suffixes = {key: f'_{key.split(\"_\")[1]}' for key, _ in processed_data}\n", - " merged_df = None\n", - " for interval, df in processed_data:\n", - " if merged_df is None:\n", - " merged_df = df.copy()\n", - " else:\n", - " merged_df = pd.merge_asof(merged_df, df.add_suffix(interval_suffixes[interval]),\n", - " left_on=f\"timestamp\", right_on=f\"timestamp{interval_suffixes[interval]}\",\n", - " direction=\"backward\")\n", - " return merged_df" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T23:33:11.159384Z", - "start_time": "2023-12-12T23:33:11.154356Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 28, - "outputs": [], - "source": [ - "trading_pair = \"WLD-USDT\"\n", - "intervals = [\"1h\", \"3m\"]\n", - "\n", - "candles = get_dataframes_merged_by_min_resolution(trading_pair, intervals)" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T23:33:11.527517Z", - "start_time": "2023-12-12T23:33:11.489614Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 29, - "outputs": [ - { - "data": { - "text/plain": " date date_1h\n0 2023-09-12 22:00:00 2023-09-12 22:00:00\n1 2023-09-12 22:03:00 2023-09-12 22:00:00\n2 2023-09-12 22:06:00 2023-09-12 22:00:00\n3 2023-09-12 22:09:00 2023-09-12 22:00:00\n4 2023-09-12 22:12:00 2023-09-12 22:00:00", - "text/html": "
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" - }, - "execution_count": 29, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "candles.head()[[\"date\", \"date_1h\"]]" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T23:33:11.813341Z", - "start_time": "2023-12-12T23:33:11.807231Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 24, - "outputs": [], - "source": [ - "def add_indicators(df, length=50, multiplier=3):\n", - " df.ta.supertrend(length=length, multiplier=multiplier, append=True)\n", - " return df" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T23:32:25.137032Z", - "start_time": "2023-12-12T23:32:25.131080Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 6, - "outputs": [], - "source": [ - "candles = get_dataframes_merged_by_min_resolution(trading_pair, intervals, add_indicators)" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-11T22:49:17.184794Z", - "start_time": "2023-12-11T22:49:15.935200Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 34, - "outputs": [ - { - "data": { - "text/plain": " timestamp open high low close volume quote_asset_volume \\\n42400 1702188000000 2.6141 2.6146 2.6083 2.6136 94295 246293.5383 \n42401 1702188180000 2.6136 2.6209 2.6136 2.6163 148183 387950.1921 \n42402 1702188360000 2.6164 2.622 2.6164 2.6207 78129 204668.9573 \n42403 1702188540000 2.6208 2.64 2.6192 2.6307 319552 841079.2017 \n42404 1702188720000 2.6308 2.6362 2.6262 2.633 206080 542193.9254 \n... ... ... ... ... ... ... ... \n43195 1702331100000 2.4337 2.4351 2.4306 2.4322 20567 50042.0176 \n43196 1702331280000 2.4321 2.435 2.4309 2.4343 13835 33652.4014 \n43197 1702331460000 2.4341 2.4365 2.4337 2.4355 28925 70431.1559 \n43198 1702331640000 2.4352 2.4379 2.4323 2.4343 37126 90419.8573 \n43199 1702331820000 2.4344 2.4347 2.4344 2.4347 1293 3147.8247 \n\n n_trades taker_buy_base_volume taker_buy_quote_volume ... \\\n42400 1472 40232 105098.6142 ... \n42401 1808 77465 202801.3118 ... \n42402 1307 53206 139385.015 ... \n42403 4210 175880 462747.592 ... \n42404 2798 115175 303008.475 ... \n... ... ... ... ... \n43195 499 7777 18924.0322 ... \n43196 371 7132 17349.9628 ... \n43197 452 9299 22645.5708 ... \n43198 623 17003 41416.239 ... \n43199 13 1249 3040.6979 ... \n\n n_trades_1h taker_buy_base_volume_1h taker_buy_quote_volume_1h \\\n42400 73942 2856944 7582684.1692 \n42401 73942 2856944 7582684.1692 \n42402 73942 2856944 7582684.1692 \n42403 73942 2856944 7582684.1692 \n42404 73942 2856944 7582684.1692 \n... ... ... ... \n43195 13666 434058 1052896.976 \n43196 13666 434058 1052896.976 \n43197 13666 434058 1052896.976 \n43198 13666 434058 1052896.976 \n43199 13666 434058 1052896.976 \n\n date_1h SUPERT_50_3.0_1h SUPERTd_50_3.0_1h \\\n42400 2023-12-10 06:00:00 2.52500053 1 \n42401 2023-12-10 06:00:00 2.52500053 1 \n42402 2023-12-10 06:00:00 2.52500053 1 \n42403 2023-12-10 06:00:00 2.52500053 1 \n42404 2023-12-10 06:00:00 2.52500053 1 \n... ... ... ... \n43195 2023-12-11 21:00:00 2.54828979 -1 \n43196 2023-12-11 21:00:00 2.54828979 -1 \n43197 2023-12-11 21:00:00 2.54828979 -1 \n43198 2023-12-11 21:00:00 2.54828979 -1 \n43199 2023-12-11 21:00:00 2.54828979 -1 \n\n SUPERTl_50_3.0_1h SUPERTs_50_3.0_1h percentage_distance signal \n42400 2.52500053 NaN 0.00996837 1 \n42401 2.52500053 NaN 0.00981613 1 \n42402 2.52500053 NaN 0.01066177 1 \n42403 2.52500053 NaN 0.01074257 1 \n42404 2.52500053 NaN 0.01102061 1 \n... ... ... ... ... \n43195 NaN 2.54828979 0.01053291 0 \n43196 NaN 2.54828979 0.01123065 0 \n43197 NaN 2.54828979 0.01069062 0 \n43198 NaN 2.54828979 0.01013033 0 \n43199 NaN 2.54828979 0.01029295 0 \n\n[800 rows x 32 columns]", - "text/html": "
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" - }, - "execution_count": 34, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "candles" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T00:33:43.499722Z", - "start_time": "2023-12-12T00:33:43.484559Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 37, - "outputs": [], - "source": [ - "columns_with_supertrend_d = [col for col in candles.columns if \"SUPERTd\" in col]\n", - "long_conditions = []\n", - "short_conditions = []\n", - "for col in columns_with_supertrend_d:\n", - " long_conditions.append(candles[col] == 1)\n", - " short_conditions.append(candles[col] == -1)\n" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T00:34:24.176531Z", - "start_time": "2023-12-12T00:34:24.170783Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 39, - "outputs": [ - { - "data": { - "text/plain": "[42400 True\n 42401 True\n 42402 True\n 42403 True\n 42404 True\n ... \n 43195 True\n 43196 True\n 43197 True\n 43198 True\n 43199 True\n Name: SUPERTd_50_3.0, Length: 800, dtype: bool,\n 42400 True\n 42401 True\n 42402 True\n 42403 True\n 42404 True\n ... \n 43195 False\n 43196 False\n 43197 False\n 43198 False\n 43199 False\n Name: SUPERTd_50_3.0_1h, Length: 800, dtype: bool]" - }, - "execution_count": 39, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "long_conditions" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T00:34:37.993163Z", - "start_time": "2023-12-12T00:34:37.971890Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 42, - "outputs": [], - "source": [ - "columns_with_supertrend = [col for col in candles.columns if \"SUPERT\" in col]\n", - "\n", - "# Conditions for long and short signals\n", - "long_condition = candles[columns_with_supertrend].apply(lambda x: all(item == 1 for item in x), axis=1)\n", - "short_condition = candles[columns_with_supertrend].apply(lambda x: all(item == -1 for item in x), axis=1)\n", - "\n", - "# Choose side\n", - "candles['signal'] = 0\n", - "candles.loc[long_condition, 'signal'] = 1\n", - "candles.loc[short_condition, 'signal'] = -1" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T00:38:47.692745Z", - "start_time": "2023-12-12T00:38:47.671420Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 44, - "outputs": [ - { - "data": { - "text/plain": "Empty DataFrame\nColumns: [date, signal, SUPERTd_50_3.0, SUPERTd_50_3.0_1h]\nIndex: []", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n
datesignalSUPERTd_50_3.0SUPERTd_50_3.0_1h
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" - }, - "execution_count": 44, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "candles[candles[\"signal\"] != 0][[\"date\", \"signal\", \"SUPERTd_50_3.0\", \"SUPERTd_50_3.0_1h\"]]" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T00:39:16.441294Z", - "start_time": "2023-12-12T00:39:16.439250Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 30, - "outputs": [], - "source": [ - "percentage_threshold = 0.03 # This is an example threshold value\n", - "second_timeframe = \"_1h\"\n", - "\n", - "candles[\"percentage_distance\"] = abs(candles[\"close\"] - candles[\"SUPERT_50_3.0\"]) / candles[\"close\"]\n", - "\n", - "candles[\"signal\"] = 0\n", - "long_condition = (candles[\"SUPERTd_50_3.0\"] == 1) & (candles[f\"SUPERTd_50_3.0{second_timeframe}\"] == 1) & (candles[\"percentage_distance\"] < percentage_threshold)\n", - "short_condition = (candles[\"SUPERTd_50_3.0\"] == -1) & (candles[f\"SUPERTd_50_3.0{second_timeframe}\"] == -1) & (candles[\"percentage_distance\"] < percentage_threshold)\n", - "\n", - "candles.loc[long_condition, \"signal\"] = 1\n", - "candles.loc[short_condition, \"signal\"] = -1" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T00:17:38.695324Z", - "start_time": "2023-12-12T00:17:38.693171Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 33, - "outputs": [ - { - "data": { - "application/vnd.plotly.v1+json": { - "data": [ - { - "close": [ - 2.6136, - 2.6163, - 2.6207, - 2.6307, - 2.633, - 2.6243, - 2.628, - 2.639, - 2.6374, - 2.648, - 2.6382, - 2.6724, - 2.6584, - 2.6512, - 2.6614, - 2.67, - 2.6787, - 2.6751, - 2.6759, - 2.6783, - 2.6752, - 2.6686, - 2.6649, - 2.6685, - 2.656, - 2.6449, - 2.6435, - 2.6396, - 2.6475, - 2.656, - 2.6678, - 2.6442, - 2.6374, - 2.6263, - 2.6414, - 2.6451, - 2.6304, - 2.6327, - 2.631, - 2.6324, - 2.6302, - 2.6212, - 2.6212, - 2.62, - 2.6223, - 2.616, - 2.6269, - 2.6194, - 2.6038, - 2.6004, - 2.5909, - 2.5863, - 2.5882, - 2.5732, - 2.5701, - 2.5782, - 2.5784, - 2.5825, - 2.5906, - 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" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import plotly.graph_objects as go\n", - "from plotly.subplots import make_subplots\n", - "\n", - "def add_signal_trace(fig, df, row, col):\n", - " # Add the signal line\n", - " fig.add_trace(go.Scatter(x=df['date'], y=df['signal'],\n", - " mode='lines',\n", - " name='SuperTrend',\n", - " line=dict(color=\"white\")),\n", - " row=row, col=col)\n", - "\n", - "def add_candlestick_trace(fig, df, row, col, name_suffix, timeframe_suffix=''):\n", - " fig.add_trace(go.Candlestick(\n", - " x=df[f'date{timeframe_suffix}'],\n", - " open=df[f'open{timeframe_suffix}'],\n", - " high=df[f'high{timeframe_suffix}'],\n", - " low=df[f'low{timeframe_suffix}'],\n", - " close=df[f'close{timeframe_suffix}'],\n", - " name=f\"OHLC_{name_suffix}\"),\n", - " row=row, col=col)\n", - "\n", - "def add_supertrend_traces(fig, df, row, col, timeframe_suffix='', color_long='green', color_short='red'):\n", - " fig.add_trace(go.Scatter(\n", - " x=df[f'date{timeframe_suffix}'],\n", - " y=df[f'SUPERTl_50_3.0{timeframe_suffix}'],\n", - " mode='lines',\n", - " name='SuperTrend Long',\n", - " line=dict(color=color_long)),\n", - " row=row, col=col)\n", - "\n", - " fig.add_trace(go.Scatter(\n", - " x=df[f'date{timeframe_suffix}'],\n", - " y=df[f'SUPERTs_50_3.0{timeframe_suffix}'],\n", - " mode='lines',\n", - " name='SuperTrend Short',\n", - " line=dict(color=color_short)),\n", - " row=row, col=col)\n", - "\n", - "# Data Preparation\n", - "candles = candles.tail(800)\n", - "\n", - "# Create Subplots\n", - "fig = make_subplots(rows=3, cols=1, shared_xaxes=True, vertical_spacing=0.02,\n", - " row_heights=[0.5, 0.5, 0.2])\n", - "\n", - "# Add Traces\n", - "add_candlestick_trace(fig, candles, 1, 1, '3m')\n", - "add_supertrend_traces(fig, candles, 1, 1)\n", - "\n", - "add_candlestick_trace(fig, candles, 2, 1, '1h', second_timeframe)\n", - "add_supertrend_traces(fig, candles, 2, 1, second_timeframe)\n", - "\n", - "add_signal_trace(fig, candles, 3, 1)\n", - "\n", - "# Style Improvements\n", - "fig.update_layout(\n", - " height=800,\n", - " title_text=\"OHLC Chart with SuperTrend and Signals\",\n", - " yaxis_title='Price',\n", - " xaxis_rangeslider_visible=False,\n", - " template=\"plotly_dark\", # For a dark theme\n", - " font=dict(size=12),\n", - " margin=dict(l=50, r=50, b=100, t=100, pad=4)\n", - ")\n", - "\n", - "# Update x-axis and grid properties\n", - "fig.update_xaxes(showline=True, linewidth=2, linecolor='grey', gridcolor='lightgrey', rangeslider_visible=False)\n", - "fig.update_yaxes(showline=True, linewidth=2, linecolor='grey', gridcolor='lightgrey')\n", - "# Update y-axis titles\n", - "fig.update_yaxes(title_text=\"Price (3m)\", row=1, col=1)\n", - "fig.update_yaxes(title_text=\"Price (1H)\", row=2, col=1)\n", - "fig.update_yaxes(title_text=\"Signal\", row=3, col=1)\n", - "\n", - "# Show the figure\n", - "fig.show()\n" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T00:19:37.268419Z", - "start_time": "2023-12-12T00:19:37.176665Z" - } - } - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 2 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} diff --git a/quants_lab/research_notebooks/supertrend_multitimeframe(old)/02_controller_backtest.ipynb b/quants_lab/research_notebooks/supertrend_multitimeframe(old)/02_controller_backtest.ipynb deleted file mode 100644 index 35809baa..00000000 --- a/quants_lab/research_notebooks/supertrend_multitimeframe(old)/02_controller_backtest.ipynb +++ /dev/null @@ -1,2583 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "\n", - "root_path = os.path.abspath(os.path.join(os.getcwd(), '../../..'))\n", - "sys.path.append(root_path)" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "outputs": [], - "source": [ - "from decimal import Decimal\n", - "\n", - "# Market configuration\n", - "exchange = \"binance_perpetual\"\n", - "trading_pair = \"WLD-USDT\"\n", - "intervals = [\"3m\", \"1h\"]\n", - "\n", - "# Account configuration\n", - "initial_portfolio_usd = 1000\n", - "order_amount = Decimal(\"25\")\n", - "n_levels = 1\n", - "leverage = 20\n", - "trade_cost = 0.0006\n", - "\n", - "# Backtest period\n", - "start = \"2023-01-01\"\n", - "end = \"2024-01-02\"\n", - "\n", - "# Triple barrier configuration\n", - "stop_loss = Decimal(\"0.015\")\n", - "take_profit = Decimal(\"0.03\")\n", - "time_limit = 60 * 60 * 12 # 12 hours\n", - "trailing_stop_activation_price_delta = Decimal(\"0.008\")\n", - "trailing_stop_trailing_delta = Decimal(\"0.004\")" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T00:55:58.318762Z", - "start_time": "2023-12-12T00:55:58.316006Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2023-12-12T00:56:00.008142Z", - "start_time": "2023-12-12T00:55:59.687309Z" - } - }, - "outputs": [], - "source": [ - "from hummingbot.smart_components.utils.order_level_builder import OrderLevelBuilder\n", - "from hummingbot.smart_components.strategy_frameworks.data_types import (\n", - " TripleBarrierConf\n", - ")\n", - "\n", - "# Building the order levels\n", - "order_level_builder = OrderLevelBuilder(n_levels=n_levels)\n", - "order_levels = order_level_builder.build_order_levels(\n", - " amounts=order_amount,\n", - " spreads=Decimal(\"0\"),\n", - " # for directional strategies we don't need spreads since we are going to use market orders to enter\n", - " triple_barrier_confs=TripleBarrierConf(\n", - " stop_loss=stop_loss, take_profit=take_profit, time_limit=time_limit,\n", - " trailing_stop_activation_price_delta=trailing_stop_activation_price_delta,\n", - " trailing_stop_trailing_delta=trailing_stop_trailing_delta),\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2023-12-12T00:56:01.028520Z", - "start_time": "2023-12-12T00:56:00.937173Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": "[OrderLevel(level=1, side=, order_amount_usd=Decimal('25'), spread_factor=Decimal('0'), order_refresh_time=300, cooldown_time=0, triple_barrier_conf=TripleBarrierConf(stop_loss=Decimal('0.015'), take_profit=Decimal('0.03'), time_limit=43200, trailing_stop_activation_price_delta=Decimal('0.008'), trailing_stop_trailing_delta=Decimal('0.004'), open_order_type=, take_profit_order_type=, stop_loss_order_type=, time_limit_order_type=)),\n OrderLevel(level=1, side=, order_amount_usd=Decimal('25'), spread_factor=Decimal('0'), order_refresh_time=300, cooldown_time=0, triple_barrier_conf=TripleBarrierConf(stop_loss=Decimal('0.015'), take_profit=Decimal('0.03'), time_limit=43200, trailing_stop_activation_price_delta=Decimal('0.008'), trailing_stop_trailing_delta=Decimal('0.004'), open_order_type=, take_profit_order_type=, stop_loss_order_type=, time_limit_order_type=))]" - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Let's inpect the order levels\n", - "order_levels" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2023-12-12T00:56:03.219930Z", - "start_time": "2023-12-12T00:56:02.030170Z" - } - }, - "outputs": [], - "source": [ - "from quants_lab.controllers.supertrend_multitimeframe import SuperTrendMT, SuperTrendMTConfig\n", - "import sys\n", - "from hummingbot.data_feed.candles_feed.candles_factory import CandlesConfig\n", - "\n", - "# Controller configuration\n", - "length = 100\n", - "multiplier = 3.0\n", - "percentage_threshold = 0.01\n", - "\n", - "# Creating the instance of the configuration and the controller\n", - "config = SuperTrendMTConfig(\n", - " exchange=exchange,\n", - " trading_pair=trading_pair,\n", - " order_levels=order_levels,\n", - " candles_config=[\n", - " CandlesConfig(connector=exchange, trading_pair=trading_pair, interval=intervals[0], max_records=sys.maxsize),\n", - " CandlesConfig(connector=exchange, trading_pair=trading_pair, interval=intervals[1], max_records=sys.maxsize),\n", - " ],\n", - " leverage=leverage,\n", - " length=length,\n", - " multiplier=multiplier,\n", - " percentage_threshold=percentage_threshold,\n", - ")\n", - "controller = SuperTrendMT(config=config)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2023-12-12T00:56:03.439673Z", - "start_time": "2023-12-12T00:56:03.220758Z" - } - }, - "outputs": [], - "source": [ - "from quants_lab.strategy.strategy_analysis import StrategyAnalysis\n", - "\n", - "from hummingbot.smart_components.strategy_frameworks.directional_trading.directional_trading_backtesting_engine import \\\n", - " DirectionalTradingBacktestingEngine\n", - "\n", - "# Creating the backtesting engine and loading the historical data\n", - "engine = DirectionalTradingBacktestingEngine(controller=controller)\n", - "engine.load_controller_data(\"../../../data/candles\")" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2023-12-12T00:56:04.690910Z", - "start_time": "2023-12-12T00:56:04.597523Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": "[,\n ]" - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Let's see what is inside the candles of the controller\n", - "engine.controller.candles" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2023-12-12T00:56:05.699704Z", - "start_time": "2023-12-12T00:56:05.611113Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": " timestamp open high low close volume quote_asset_volume \\\n0 1694556000000 1.0349 1.0349 1.03 1.0301 363805 375392.8499 \n1 1694556180000 1.03 1.03 1.0252 1.0269 474054 487105.7313 \n2 1694556360000 1.027 1.0278 1.0245 1.026 196479 201624.7994 \n3 1694556540000 1.0261 1.0274 1.0255 1.0264 139034 142697.4344 \n4 1694556720000 1.0263 1.0294 1.0257 1.0269 180365 185363.6953 \n... ... ... ... ... ... ... ... \n43195 1702331100000 2.4337 2.4351 2.4306 2.4322 20567 50042.0176 \n43196 1702331280000 2.4321 2.435 2.4309 2.4343 13835 33652.4014 \n43197 1702331460000 2.4341 2.4365 2.4337 2.4355 28925 70431.1559 \n43198 1702331640000 2.4352 2.4379 2.4323 2.4343 37126 90419.8573 \n43199 1702331820000 2.4344 2.4347 2.4344 2.4347 1293 3147.8247 \n\n n_trades taker_buy_base_volume taker_buy_quote_volume \n0 1605 130916 135077.9609 \n1 1798 156790 161104.0127 \n2 1088 91377 93774.1444 \n3 880 73711 75655.4898 \n4 1042 92352 94924.0028 \n... ... ... ... \n43195 499 7777 18924.0322 \n43196 371 7132 17349.9628 \n43197 452 9299 22645.5708 \n43198 623 17003 41416.239 \n43199 13 1249 3040.6979 \n\n[43200 rows x 10 columns]", - 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timestampopenhighlowclosevolumequote_asset_volumen_tradestaker_buy_base_volumetaker_buy_quote_volume
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" - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "engine.controller.candles[0].candles_df" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2023-12-12T00:56:08.641212Z", - "start_time": "2023-12-12T00:56:07.048484Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": " timestamp close SUPERTd_100_3.0 SUPERTd_100_3.0_1h signal\n0 1694556000000 1.0301 1 1 1\n1 1694556180000 1.0269 1 1 1\n2 1694556360000 1.026 1 1 1\n3 1694556540000 1.0264 1 1 1\n4 1694556720000 1.0269 1 1 1\n... ... ... ... ... ...\n43195 1702331100000 2.4322 1 -1 0\n43196 1702331280000 2.4343 1 -1 0\n43197 1702331460000 2.4355 1 -1 0\n43198 1702331640000 2.4343 1 -1 0\n43199 1702331820000 2.4347 1 -1 0\n\n[43200 rows x 5 columns]", - "text/html": "
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timestampcloseSUPERTd_100_3.0SUPERTd_100_3.0_1hsignal
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\n
" - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Let's understand what is inside the processed data since this is what we are going to use when generating the signal ;)\n", - "engine.controller.get_processed_data()[[\"timestamp\", \"close\", \"SUPERTd_100_3.0\", \"SUPERTd_100_3.0_1h\", \"signal\"]]" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2023-12-12T00:56:25.396235Z", - "start_time": "2023-12-12T00:56:08.661670Z" - } - }, - "outputs": [], - "source": [ - "# Let's run the backtesting\n", - "\n", - "backtesting_results = engine.run_backtesting(initial_portfolio_usd=initial_portfolio_usd,\n", - " trade_cost=trade_cost,\n", - " start=start, end=end)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2023-12-12T00:56:25.490346Z", - "start_time": "2023-12-12T00:56:25.396477Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": "dict_keys(['processed_data', 'executors_df', 'results'])" - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Let's see what is inside the backtesting results\n", - "backtesting_results.keys()" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2023-12-12T00:56:25.490576Z", - "start_time": "2023-12-12T00:56:25.401740Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": " timestamp open high low close volume \\\ntimestamp \n2023-09-12 22:00:00 1694556000000 1.0349 1.0349 1.03 1.0301 363805 \n2023-09-12 22:03:00 1694556180000 1.03 1.03 1.0252 1.0269 474054 \n2023-09-12 22:06:00 1694556360000 1.027 1.0278 1.0245 1.026 196479 \n2023-09-12 22:09:00 1694556540000 1.0261 1.0274 1.0255 1.0264 139034 \n2023-09-12 22:12:00 1694556720000 1.0263 1.0294 1.0257 1.0269 180365 \n... ... ... ... ... ... ... \n2023-12-11 21:45:00 1702331100000 2.4337 2.4351 2.4306 2.4322 20567 \n2023-12-11 21:48:00 1702331280000 2.4321 2.435 2.4309 2.4343 13835 \n2023-12-11 21:51:00 1702331460000 2.4341 2.4365 2.4337 2.4355 28925 \n2023-12-11 21:54:00 1702331640000 2.4352 2.4379 2.4323 2.4343 37126 \n2023-12-11 21:57:00 1702331820000 2.4344 2.4347 2.4344 2.4347 1293 \n\n quote_asset_volume n_trades taker_buy_base_volume \\\ntimestamp \n2023-09-12 22:00:00 375392.8499 1605 130916 \n2023-09-12 22:03:00 487105.7313 1798 156790 \n2023-09-12 22:06:00 201624.7994 1088 91377 \n2023-09-12 22:09:00 142697.4344 880 73711 \n2023-09-12 22:12:00 185363.6953 1042 92352 \n... ... ... ... \n2023-12-11 21:45:00 50042.0176 499 7777 \n2023-12-11 21:48:00 33652.4014 371 7132 \n2023-12-11 21:51:00 70431.1559 452 9299 \n2023-12-11 21:54:00 90419.8573 623 17003 \n2023-12-11 21:57:00 3147.8247 13 1249 \n\n taker_buy_quote_volume ... close_time \\\ntimestamp ... \n2023-09-12 22:00:00 135077.9609 ... 2023-09-12 23:15:00 \n2023-09-12 22:03:00 161104.0127 ... 2023-09-12 23:45:00 \n2023-09-12 22:06:00 93774.1444 ... 2023-09-12 23:45:00 \n2023-09-12 22:09:00 75655.4898 ... 2023-09-12 23:45:00 \n2023-09-12 22:12:00 94924.0028 ... 2023-09-12 23:45:00 \n... ... ... ... \n2023-12-11 21:45:00 18924.0322 ... 2023-12-12 09:45:00 \n2023-12-11 21:48:00 17349.9628 ... 2023-12-12 09:48:00 \n2023-12-11 21:51:00 22645.5708 ... 2023-12-12 09:51:00 \n2023-12-11 21:54:00 41416.239 ... 2023-12-12 09:54:00 \n2023-12-11 21:57:00 3040.6979 ... 2023-12-12 09:57:00 \n\n close_type trade_pnl net_pnl profitable \\\ntimestamp \n2023-09-12 22:00:00 sl -0.01504708 -0.01564708 -1 \n2023-09-12 22:03:00 sl -0.0159704 -0.0165704 -1 \n2023-09-12 22:06:00 sl -0.01510721 -0.01570721 -1 \n2023-09-12 22:09:00 sl -0.01549104 -0.01609104 -1 \n2023-09-12 22:12:00 sl -0.0159704 -0.0165704 -1 \n... ... ... ... ... \n2023-12-11 21:45:00 tl 0 -0.0006 -1 \n2023-12-11 21:48:00 tl 0 -0.0006 -1 \n2023-12-11 21:51:00 tl -0 -0.0006 -1 \n2023-12-11 21:54:00 tl 0 -0.0006 -1 \n2023-12-11 21:57:00 tl 0 -0.0006 -1 \n\n close_price tp sl take_profit_price \\\ntimestamp \n2023-09-12 22:00:00 1.0146 0.03 0.015 1.061003 \n2023-09-12 22:03:00 1.0105 0.03 0.015 1.057707 \n2023-09-12 22:06:00 1.0105 0.03 0.015 1.05678 \n2023-09-12 22:09:00 1.0105 0.03 0.015 1.057192 \n2023-09-12 22:12:00 1.0105 0.03 0.015 1.057707 \n... ... ... ... ... \n2023-12-11 21:45:00 2.4347 0.03 0.015 2.4322 \n2023-12-11 21:48:00 2.4347 0.03 0.015 2.4343 \n2023-12-11 21:51:00 2.4347 0.03 0.015 2.4355 \n2023-12-11 21:54:00 2.4347 0.03 0.015 2.4343 \n2023-12-11 21:57:00 2.4347 0.03 0.015 2.4347 \n\n stop_loss_price \ntimestamp \n2023-09-12 22:00:00 1.0146485 \n2023-09-12 22:03:00 1.0114965 \n2023-09-12 22:06:00 1.01061 \n2023-09-12 22:09:00 1.011004 \n2023-09-12 22:12:00 1.0114965 \n... ... \n2023-12-11 21:45:00 2.4322 \n2023-12-11 21:48:00 2.4343 \n2023-12-11 21:51:00 2.4355 \n2023-12-11 21:54:00 2.4343 \n2023-12-11 21:57:00 2.4347 \n\n[43200 rows x 45 columns]", - "text/html": "
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timestampopenhighlowclosevolumequote_asset_volumen_tradestaker_buy_base_volumetaker_buy_quote_volume...close_timeclose_typetrade_pnlnet_pnlprofitableclose_pricetpsltake_profit_pricestop_loss_price
timestamp
2023-09-12 22:00:0016945560000001.03491.03491.031.0301363805375392.84991605130916135077.9609...2023-09-12 23:15:00sl-0.01504708-0.01564708-11.01460.030.0151.0610031.0146485
2023-09-12 22:03:0016945561800001.031.031.02521.0269474054487105.73131798156790161104.0127...2023-09-12 23:45:00sl-0.0159704-0.0165704-11.01050.030.0151.0577071.0114965
2023-09-12 22:06:0016945563600001.0271.02781.02451.026196479201624.799410889137793774.1444...2023-09-12 23:45:00sl-0.01510721-0.01570721-11.01050.030.0151.056781.01061
2023-09-12 22:09:0016945565400001.02611.02741.02551.0264139034142697.43448807371175655.4898...2023-09-12 23:45:00sl-0.01549104-0.01609104-11.01050.030.0151.0571921.011004
2023-09-12 22:12:0016945567200001.02631.02941.02571.0269180365185363.695310429235294924.0028...2023-09-12 23:45:00sl-0.0159704-0.0165704-11.01050.030.0151.0577071.0114965
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2023-12-11 21:45:0017023311000002.43372.43512.43062.43222056750042.0176499777718924.0322...2023-12-12 09:45:00tl0-0.0006-12.43470.030.0152.43222.4322
2023-12-11 21:48:0017023312800002.43212.4352.43092.43431383533652.4014371713217349.9628...2023-12-12 09:48:00tl0-0.0006-12.43470.030.0152.43432.4343
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2023-12-11 21:57:0017023318200002.43442.43472.43442.434712933147.82471312493040.6979...2023-12-12 09:57:00tl0-0.0006-12.43470.030.0152.43472.4347
\n

43200 rows × 45 columns

\n
" - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# now let's analyze each of the dataframes\n", - "\n", - "# 1. The processed data: this is the data that we are going to use to generate the signal\n", - "backtesting_results[\"processed_data\"]" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2023-12-12T00:56:25.490669Z", - "start_time": "2023-12-12T00:56:25.402061Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": " timestamp open high low close volume \\\n2023-09-12 22:00:00 1694556000000 1.0349 1.0349 1.03 1.0301 363805 \n2023-09-12 23:15:00 1694560500000 1.015 1.0169 1.0137 1.0146 211461 \n2023-09-13 07:36:00 1694590560000 0.9744 1.02 0.9724 1.0176 2403913 \n2023-09-13 08:24:00 1694593440000 0.9988 1.0117 0.997 1.0102 2259493 \n2023-09-13 21:09:00 1694639340000 1.0169 1.0194 1.0166 1.019 327017 \n... ... ... ... ... ... ... \n2023-12-11 02:45:00 1702262700000 2.5391 2.5524 2.52 2.5231 326494 \n2023-12-11 02:48:00 1702262880000 2.5227 2.5635 2.5207 2.5633 436745 \n2023-12-11 03:57:00 1702267020000 2.633 2.6375 2.5929 2.5976 1206944 \n2023-12-11 05:24:00 1702272240000 2.5286 2.5304 2.4929 2.5008 962181 \n2023-12-11 17:24:00 1702315440000 2.4352 2.4372 2.4323 2.4345 36864 \n\n quote_asset_volume n_trades taker_buy_base_volume \\\n2023-09-12 22:00:00 375392.8499 1605 130916 \n2023-09-12 23:15:00 214675.4061 1255 97658 \n2023-09-13 07:36:00 2399365.8514 9008 1578697 \n2023-09-13 08:24:00 2271857.7182 7753 1296632 \n2023-09-13 21:09:00 333003.0976 1423 222245 \n... ... ... ... \n2023-12-11 02:45:00 828316.9386 6497 147898 \n2023-12-11 02:48:00 1111662.5474 7720 244827 \n2023-12-11 03:57:00 3142332.6997 8091 558948 \n2023-12-11 05:24:00 2414773.9029 8215 411079 \n2023-12-11 17:24:00 89744.8519 678 18800 \n\n taker_buy_quote_volume ... profitable close_price \\\n2023-09-12 22:00:00 135077.9609 ... -1 1.0146 \n2023-09-12 23:15:00 99147.2746 ... -1 0.9952 \n2023-09-13 07:36:00 1572532.0777 ... -1 0.9838 \n2023-09-13 08:24:00 1303297.8304 ... -1 1.0098 \n2023-09-13 21:09:00 226314.6751 ... -1 1.0012 \n... ... ... ... ... \n2023-12-11 02:45:00 375473.8198 ... -1 2.5633 \n2023-12-11 02:48:00 623363.4759 ... -1 2.6234 \n2023-12-11 03:57:00 1453653.2636 ... 1 2.5008 \n2023-12-11 05:24:00 1031623.8015 ... 1 2.4345 \n2023-12-11 17:24:00 45770.7657 ... -1 2.4347 \n\n tp sl take_profit_price stop_loss_price \\\n2023-09-12 22:00:00 0.03 0.015 1.061003 1.0146485 \n2023-09-12 23:15:00 0.03 0.015 1.045038 0.999381 \n2023-09-13 07:36:00 0.03 0.015 1.048128 1.002336 \n2023-09-13 08:24:00 0.03 0.015 1.040506 0.995047 \n2023-09-13 21:09:00 0.03 0.015 1.04957 1.003715 \n... ... ... ... ... \n2023-12-11 02:45:00 0.03 0.015 2.447407 2.5609465 \n2023-12-11 02:48:00 0.03 0.015 2.486401 2.6017495 \n2023-12-11 03:57:00 0.03 0.015 2.519672 2.636564 \n2023-12-11 05:24:00 0.03 0.015 2.425776 2.538312 \n2023-12-11 17:24:00 0.03 0.015 2.361465 2.4710175 \n\n order_level amount net_pnl_quote inventory \n2023-09-12 22:00:00 BUY_1 25 -0.39117707 1000 \n2023-09-12 23:15:00 BUY_1 25 -0.49302089 999.60882293 \n2023-09-13 07:36:00 BUY_1 25 -0.84538522 999.11580203 \n2023-09-13 08:24:00 BUY_1 25 -0.02489903 998.27041681 \n2023-09-13 21:09:00 BUY_1 25 -0.45170265 998.24551778 \n... ... ... ... ... \n2023-12-11 02:45:00 SELL_1 25 -0.41331953 1002.47254371 \n2023-12-11 02:48:00 SELL_1 25 -0.60115847 1002.05922418 \n2023-12-11 03:57:00 SELL_1 25 0.9166292 1001.45806571 \n2023-12-11 05:24:00 SELL_1 25 0.64778791 1002.37469491 \n2023-12-11 17:24:00 SELL_1 25 -0.01705381 1003.02248281 \n\n[551 rows x 49 columns]", - "text/html": "
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timestampopenhighlowclosevolumequote_asset_volumen_tradestaker_buy_base_volumetaker_buy_quote_volume...profitableclose_pricetpsltake_profit_pricestop_loss_priceorder_levelamountnet_pnl_quoteinventory
2023-09-12 22:00:0016945560000001.03491.03491.031.0301363805375392.84991605130916135077.9609...-11.01460.030.0151.0610031.0146485BUY_125-0.391177071000
2023-09-12 23:15:0016945605000001.0151.01691.01371.0146211461214675.406112559765899147.2746...-10.99520.030.0151.0450380.999381BUY_125-0.49302089999.60882293
2023-09-13 07:36:0016945905600000.97441.020.97241.017624039132399365.8514900815786971572532.0777...-10.98380.030.0151.0481281.002336BUY_125-0.84538522999.11580203
2023-09-13 08:24:0016945934400000.99881.01170.9971.010222594932271857.7182775312966321303297.8304...-11.00980.030.0151.0405060.995047BUY_125-0.02489903998.27041681
2023-09-13 21:09:0016946393400001.01691.01941.01661.019327017333003.09761423222245226314.6751...-11.00120.030.0151.049571.003715BUY_125-0.45170265998.24551778
..................................................................
2023-12-11 02:45:0017022627000002.53912.55242.522.5231326494828316.93866497147898375473.8198...-12.56330.030.0152.4474072.5609465SELL_125-0.413319531002.47254371
2023-12-11 02:48:0017022628800002.52272.56352.52072.56334367451111662.54747720244827623363.4759...-12.62340.030.0152.4864012.6017495SELL_125-0.601158471002.05922418
2023-12-11 03:57:0017022670200002.6332.63752.59292.597612069443142332.699780915589481453653.2636...12.50080.030.0152.5196722.636564SELL_1250.91662921001.45806571
2023-12-11 05:24:0017022722400002.52862.53042.49292.50089621812414773.902982154110791031623.8015...12.43450.030.0152.4257762.538312SELL_1250.647787911002.37469491
2023-12-11 17:24:0017023154400002.43522.43722.43232.43453686489744.85196781880045770.7657...-12.43470.030.0152.3614652.4710175SELL_125-0.017053811003.02248281
\n

551 rows × 49 columns

\n
" - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# 2. The executors dataframe: this is the dataframe that contains the information of the orders that were executed\n", - "backtesting_results[\"executors_df\"]" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2023-12-12T00:56:26.331299Z", - "start_time": "2023-12-12T00:56:26.090805Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": "{'net_pnl': 0.12021716017624748,\n 'net_pnl_quote': 3.0054290044061798,\n 'total_executors': 551,\n 'total_executors_with_position': 551,\n 'total_volume': 27550.0,\n 'total_long': 343,\n 'total_short': 208,\n 'close_types': close_type\n sl 340\n tl 36\n tp 175\n Name: timestamp, dtype: int64,\n 'accuracy_long': 0.3877551020408163,\n 'accuracy_short': 0.3269230769230769,\n 'total_positions': 551,\n 'accuracy': 0.3647912885662432,\n 'max_drawdown_usd': -15.96060151554901,\n 'max_drawdown_pct': -0.01596060151554901,\n 'sharpe_ratio': 0.008385521983469623,\n 'profit_factor': 1.0187635736236,\n 'duration_minutes': 130044.0,\n 'avg_trading_time_minutes': 188.89110707803994,\n 'win_signals': 201,\n 'loss_signals': 350}" - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# 3. The results dataframe: this is the dataframe that contains the information of the pnl of the strategy\n", - "backtesting_results[\"results\"]" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2023-12-12T00:56:27.788751Z", - "start_time": "2023-12-12T00:56:27.700388Z" - } - }, - "outputs": [], - "source": [ - "# Now let's analyze the results using the StrategyAnalysis class\n", - "strategy_analysis = StrategyAnalysis(\n", - " positions=backtesting_results[\"executors_df\"],\n", - " candles_df=backtesting_results[\"processed_data\"],\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2023-12-12T00:56:29.856122Z", - "start_time": "2023-12-12T00:56:29.421987Z" - } - }, - "outputs": [ - { - "data": { - "text/html": " \n " - }, - 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"arrowcolor": "#f2f5fa", - "arrowhead": 0, - "arrowwidth": 1 - }, - "geo": { - "bgcolor": "rgb(17,17,17)", - "landcolor": "rgb(17,17,17)", - "subunitcolor": "#506784", - "showland": true, - "showlakes": true, - "lakecolor": "rgb(17,17,17)" - }, - "title": { - "x": 0.05 - }, - "updatemenudefaults": { - "bgcolor": "#506784", - "borderwidth": 0 - }, - "sliderdefaults": { - "bgcolor": "#C8D4E3", - "borderwidth": 1, - "bordercolor": "rgb(17,17,17)", - "tickwidth": 0 - }, - "mapbox": { - "style": "dark" - } - } - }, - "yaxis": { - "title": { - "text": "Net PnL USD" - }, - "side": "left", - "showgrid": false - }, - "title": { - "text": "PnL Over Time" - }, - "xaxis": { - "title": { - "text": "N° Position" - } - } - }, - "config": { - "plotlyServerURL": "https://plot.ly" - } - }, - "text/html": "
" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# let's visualize the PNL over time of the strategy\n", - "strategy_analysis.pnl_over_time()" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "ExecuteTime": { - "end_time": "2023-12-12T00:56:33.972817Z", - "start_time": "2023-12-12T00:56:33.751617Z" - } - }, - "outputs": [], - "source": [ - "strategy_analysis.create_base_figure(volume=False, positions=False, trade_pnl=True)\n", - "fig = strategy_analysis.figure()" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "source": [ - "### Scatter of PNL per Trade\n", - "This bar chart illustrates the PNL for each individual trade. Positive PNLs are shown in green and negative PNLs in red, providing a clear view of profitable vs. unprofitable trades.\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "import plotly.express as px\n", - "\n", - "executors_df = backtesting_results[\"executors_df\"]\n", - "\n", - "fig = px.scatter(executors_df, x=\"timestamp\", y='net_pnl_quote', title='PNL per Trade',\n", - " color='profitable', color_continuous_scale=['red', 'green'])\n", - "fig.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "source": [ - "### Scatter Plot of Volume vs. PNL\n", - "This scatter plot explores the relationship between the trade volume and the PNL for each trade. It can reveal if larger volumes are associated with higher profits or losses.\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "fig = px.scatter(executors_df, x='volume', y='net_pnl_quote', title='Trade Volume vs. PNL')\n", - "fig.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "source": [ - "### Histogram of PNL Distribution\n", - "The histogram displays the distribution of PNL values across all trades. It helps in understanding the frequency and range of profit and loss outcomes.\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "outputs": [], - "source": [ - "fig = px.histogram(executors_df, x='net_pnl_quote', title='PNL Distribution')\n", - "fig.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "source": [ - "# Conclusion\n", - "We can see that the indicator has potential to bring good signals to trade and might be interesting to see how we can design a market maker that shifts the mid price based on this indicator.\n", - "A lot of the short signals are wrong but if we zoom in into the loss signals we can see that the losses are not that big and the wins are bigger and if we had implemented the trailing stop feature probably a lot of them are going to be profits." - ] - }, - { - "cell_type": "markdown", - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } - }, - "source": [ - "# Next steps\n", - "- Filter only the loss signals and understand what you can do to prevent them\n", - "- Try different configuration values for the indicator\n", - "- Test in multiple markets, pick mature markets like BTC-USDT or ETH-USDT and also volatile markets like DOGE-USDT or SHIB-USDT" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.13" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/quants_lab/research_notebooks/supertrend_multitimeframe(old)/03_optimization_notebook.ipynb b/quants_lab/research_notebooks/supertrend_multitimeframe(old)/03_optimization_notebook.ipynb deleted file mode 100644 index 91c98940..00000000 --- a/quants_lab/research_notebooks/supertrend_multitimeframe(old)/03_optimization_notebook.ipynb +++ /dev/null @@ -1,241 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "\n", - "root_path = os.path.abspath(os.path.join(os.getcwd(), '../../..'))\n", - "sys.path.append(root_path)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 2, - "outputs": [], - "source": [ - "import traceback\n", - "from decimal import Decimal\n", - "import pandas_ta as ta # noqa: F401\n", - "\n", - "from hummingbot.core.data_type.common import PositionMode, TradeType, OrderType\n", - "from hummingbot.data_feed.candles_feed.candles_factory import CandlesConfig\n", - "from hummingbot.smart_components.strategy_frameworks.data_types import TripleBarrierConf, OrderLevel\n", - "from hummingbot.smart_components.strategy_frameworks.directional_trading import DirectionalTradingBacktestingEngine\n", - "from hummingbot.smart_components.utils.config_encoder_decoder import ConfigEncoderDecoder\n", - "from optuna import TrialPruned\n", - "from hummingbot.smart_components.utils.order_level_builder import OrderLevelBuilder\n", - "\n", - "from quants_lab.controllers.supertrend_multitimeframe import SuperTrendMT, SuperTrendMTConfig\n", - "\n", - "# To run an optimization with optuna we need to define the objective function that will be executed for each trial\n", - "\n", - "def objective(trial):\n", - " try:\n", - " # Market configuration\n", - " exchange = \"binance_perpetual\"\n", - " trading_pair = \"WLD-USDT\"\n", - " intervals = [\"3m\", \"1h\"]\n", - "\n", - " # Account configuration\n", - " initial_portfolio_usd = 1000\n", - " order_amount = Decimal(\"25\")\n", - " n_levels = 1\n", - " leverage = 20\n", - " trade_cost = 0.0006\n", - "\n", - " # Backtest period\n", - " start = \"2023-01-01\"\n", - " end = \"2024-01-02\"\n", - "\n", - " # Triple barrier configuration\n", - " stop_loss = trial.suggest_float('stop_loss', 0.01, 0.02, step=0.01)\n", - " take_profit = trial.suggest_float('take_profit', 0.01, 0.04, step=0.01)\n", - " time_limit = 60 * 60 * 12 # 12 hours\n", - " trailing_stop_activation_price_delta = Decimal(\"0.008\")\n", - " trailing_stop_trailing_delta = Decimal(\"0.004\")\n", - "\n", - " length = trial.suggest_int('length', 20, 200, step=20)\n", - " multiplier = trial.suggest_float('multiplier', 2.0, 6.0, step=1.0)\n", - " percentage_threshold = trial.suggest_float('percentage_threshold', 0.01, 0.03, step=0.01)\n", - "\n", - " # Building the order levels\n", - " order_level_builder = OrderLevelBuilder(n_levels=n_levels)\n", - " order_levels = order_level_builder.build_order_levels(\n", - " amounts=order_amount,\n", - " spreads=Decimal(\"0\"),\n", - " triple_barrier_confs=TripleBarrierConf(\n", - " stop_loss=stop_loss, take_profit=take_profit, time_limit=time_limit,\n", - " trailing_stop_activation_price_delta=trailing_stop_activation_price_delta,\n", - " trailing_stop_trailing_delta=trailing_stop_trailing_delta),\n", - " )\n", - " config = SuperTrendMTConfig(\n", - " exchange=exchange,\n", - " trading_pair=trading_pair,\n", - " strategy_name='supertrend_multitimeframe',\n", - " candles_config=[\n", - " CandlesConfig(connector=exchange, trading_pair=trading_pair,\n", - " interval=intervals[0], max_records=sys.maxsize),\n", - " CandlesConfig(connector=exchange, trading_pair=trading_pair,\n", - " interval=intervals[1], max_records=sys.maxsize),\n", - " ],\n", - " order_levels=order_levels,\n", - " leverage=leverage,\n", - " position_mode=PositionMode.HEDGE,\n", - " length=length,\n", - " multiplier=multiplier,\n", - " percentage_threshold=percentage_threshold,\n", - "\n", - " )\n", - " controller = SuperTrendMT(config=config)\n", - " engine = DirectionalTradingBacktestingEngine(controller=controller)\n", - " engine.load_controller_data(\"../../../data/candles\")\n", - " backtesting_results = engine.run_backtesting(\n", - " initial_portfolio_usd=initial_portfolio_usd,\n", - " trade_cost=trade_cost,\n", - " start=start, end=end)\n", - "\n", - " strategy_analysis = backtesting_results[\"results\"]\n", - " encoder_decoder = ConfigEncoderDecoder(TradeType, OrderType, PositionMode)\n", - "\n", - " trial.set_user_attr(\"net_pnl_quote\", strategy_analysis[\"net_pnl_quote\"])\n", - " trial.set_user_attr(\"net_pnl_pct\", strategy_analysis[\"net_pnl\"])\n", - " trial.set_user_attr(\"max_drawdown_usd\", strategy_analysis[\"max_drawdown_usd\"])\n", - " trial.set_user_attr(\"max_drawdown_pct\", strategy_analysis[\"max_drawdown_pct\"])\n", - " trial.set_user_attr(\"sharpe_ratio\", strategy_analysis[\"sharpe_ratio\"])\n", - " trial.set_user_attr(\"accuracy\", strategy_analysis[\"accuracy\"])\n", - " trial.set_user_attr(\"total_positions\", strategy_analysis[\"total_positions\"])\n", - " trial.set_user_attr(\"profit_factor\", strategy_analysis[\"profit_factor\"])\n", - " trial.set_user_attr(\"duration_in_hours\", strategy_analysis[\"duration_minutes\"] / 60)\n", - " trial.set_user_attr(\"avg_trading_time_in_hours\", strategy_analysis[\"avg_trading_time_minutes\"] / 60)\n", - " trial.set_user_attr(\"win_signals\", strategy_analysis[\"win_signals\"])\n", - " trial.set_user_attr(\"loss_signals\", strategy_analysis[\"loss_signals\"])\n", - " trial.set_user_attr(\"config\", encoder_decoder.encode(config.dict()))\n", - " return strategy_analysis[\"net_pnl\"]\n", - " except Exception as e:\n", - " traceback.print_exc()\n", - " raise TrialPruned()\n" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T01:02:29.309413Z", - "start_time": "2023-12-12T01:02:29.300687Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 4, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[I 2023-12-11 22:02:37,318] A new study created in RDB with name: super_trend_optimization_mt\n" - ] - } - ], - "source": [ - "import optuna\n", - "\n", - "# Now let's configure the parameters for the optimization\n", - "study_name = \"super_trend_optimization_mt\"\n", - "storage= \"sqlite:///../../../data/backtesting/backtesting_report.db\"\n", - "\n", - "study = optuna.create_study(direction=\"maximize\", study_name=study_name,\n", - " storage=storage,\n", - " load_if_exists=True # If the study already exists, we load it\n", - " )" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T01:02:37.322291Z", - "start_time": "2023-12-12T01:02:37.245002Z" - } - } - }, - { - "cell_type": "code", - "execution_count": 5, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[I 2023-12-11 22:03:00,563] Trial 0 finished with value: -0.35098199626293336 and parameters: {'stop_loss': 0.02, 'take_profit': 0.02, 'length': 40, 'multiplier': 6.0, 'percentage_threshold': 0.03}. Best is trial 0 with value: -0.35098199626293336.\n", - "[I 2023-12-11 22:03:17,061] Trial 1 finished with value: 0.12488305093272298 and parameters: {'stop_loss': 0.02, 'take_profit': 0.03, 'length': 140, 'multiplier': 3.0, 'percentage_threshold': 0.01}. Best is trial 1 with value: 0.12488305093272298.\n", - "[I 2023-12-11 22:03:33,423] Trial 2 finished with value: -0.4536291130718499 and parameters: {'stop_loss': 0.01, 'take_profit': 0.02, 'length': 120, 'multiplier': 5.0, 'percentage_threshold': 0.02}. Best is trial 1 with value: 0.12488305093272298.\n", - "[I 2023-12-11 22:03:49,953] Trial 3 finished with value: -0.05073410868582624 and parameters: {'stop_loss': 0.01, 'take_profit': 0.03, 'length': 100, 'multiplier': 4.0, 'percentage_threshold': 0.01}. Best is trial 1 with value: 0.12488305093272298.\n", - "[I 2023-12-11 22:04:07,164] Trial 4 finished with value: 0.1619153622180836 and parameters: {'stop_loss': 0.02, 'take_profit': 0.03, 'length': 200, 'multiplier': 6.0, 'percentage_threshold': 0.01}. Best is trial 4 with value: 0.1619153622180836.\n", - "[I 2023-12-11 22:04:24,073] Trial 5 finished with value: -0.18547605063707406 and parameters: {'stop_loss': 0.02, 'take_profit': 0.01, 'length': 40, 'multiplier': 3.0, 'percentage_threshold': 0.02}. Best is trial 4 with value: 0.1619153622180836.\n", - "[I 2023-12-11 22:04:41,109] Trial 6 finished with value: -0.3164755434895661 and parameters: {'stop_loss': 0.02, 'take_profit': 0.01, 'length': 180, 'multiplier': 6.0, 'percentage_threshold': 0.01}. Best is trial 4 with value: 0.1619153622180836.\n", - "[I 2023-12-11 22:04:57,609] Trial 7 finished with value: -0.1038527397065552 and parameters: {'stop_loss': 0.01, 'take_profit': 0.02, 'length': 140, 'multiplier': 4.0, 'percentage_threshold': 0.03}. Best is trial 4 with value: 0.1619153622180836.\n", - "[I 2023-12-11 22:05:15,271] Trial 8 finished with value: 0.7404879450347805 and parameters: {'stop_loss': 0.01, 'take_profit': 0.01, 'length': 40, 'multiplier': 2.0, 'percentage_threshold': 0.01}. Best is trial 8 with value: 0.7404879450347805.\n", - "[I 2023-12-11 22:05:33,215] Trial 9 finished with value: -0.960719787819319 and parameters: {'stop_loss': 0.01, 'take_profit': 0.01, 'length': 60, 'multiplier': 6.0, 'percentage_threshold': 0.01}. Best is trial 8 with value: 0.7404879450347805.\n", - "[I 2023-12-11 22:05:50,582] Trial 10 finished with value: 1.1998584529952074 and parameters: {'stop_loss': 0.01, 'take_profit': 0.04, 'length': 80, 'multiplier': 2.0, 'percentage_threshold': 0.02}. Best is trial 10 with value: 1.1998584529952074.\n", - "[I 2023-12-11 22:06:07,814] Trial 11 finished with value: 1.1998584529952074 and parameters: {'stop_loss': 0.01, 'take_profit': 0.04, 'length': 80, 'multiplier': 2.0, 'percentage_threshold': 0.02}. Best is trial 10 with value: 1.1998584529952074.\n", - "[I 2023-12-11 22:06:24,455] Trial 12 finished with value: 1.1998584529952074 and parameters: {'stop_loss': 0.01, 'take_profit': 0.04, 'length': 80, 'multiplier': 2.0, 'percentage_threshold': 0.02}. Best is trial 10 with value: 1.1998584529952074.\n", - "[I 2023-12-11 22:06:41,101] Trial 13 finished with value: 1.1998584529952074 and parameters: {'stop_loss': 0.01, 'take_profit': 0.04, 'length': 80, 'multiplier': 2.0, 'percentage_threshold': 0.02}. Best is trial 10 with value: 1.1998584529952074.\n", - "[I 2023-12-11 22:06:57,606] Trial 14 finished with value: 0.02047001353630673 and parameters: {'stop_loss': 0.01, 'take_profit': 0.04, 'length': 20, 'multiplier': 3.0, 'percentage_threshold': 0.03}. Best is trial 10 with value: 1.1998584529952074.\n", - "[I 2023-12-11 22:07:14,208] Trial 15 finished with value: 0.9931433766610962 and parameters: {'stop_loss': 0.01, 'take_profit': 0.04, 'length': 100, 'multiplier': 2.0, 'percentage_threshold': 0.02}. Best is trial 10 with value: 1.1998584529952074.\n", - "[I 2023-12-11 22:07:30,823] Trial 16 finished with value: 0.37864993105614836 and parameters: {'stop_loss': 0.01, 'take_profit': 0.03, 'length': 80, 'multiplier': 3.0, 'percentage_threshold': 0.02}. Best is trial 10 with value: 1.1998584529952074.\n", - "[I 2023-12-11 22:07:47,525] Trial 17 finished with value: 1.089455391608849 and parameters: {'stop_loss': 0.01, 'take_profit': 0.04, 'length': 140, 'multiplier': 2.0, 'percentage_threshold': 0.03}. Best is trial 10 with value: 1.1998584529952074.\n", - "[I 2023-12-11 22:08:04,394] Trial 18 finished with value: -0.2011129787326267 and parameters: {'stop_loss': 0.01, 'take_profit': 0.04, 'length': 60, 'multiplier': 5.0, 'percentage_threshold': 0.02}. Best is trial 10 with value: 1.1998584529952074.\n", - "[I 2023-12-11 22:08:20,927] Trial 19 finished with value: 0.19209940796981184 and parameters: {'stop_loss': 0.01, 'take_profit': 0.03, 'length': 120, 'multiplier': 3.0, 'percentage_threshold': 0.02}. Best is trial 10 with value: 1.1998584529952074.\n" - ] - } - ], - "source": [ - "# Not let's run the optimization!\n", - "\n", - "n_trials = 20\n", - "study.optimize(objective, n_trials=n_trials)" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2023-12-12T01:08:20.930649Z", - "start_time": "2023-12-12T01:02:43.228031Z" - } - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [], - "metadata": { - "collapsed": false - } - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 2 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} diff --git a/quants_lab/utils/__init__.py b/quants_lab/utils/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/quants_lab/utils/labeling.py b/quants_lab/utils/labeling.py deleted file mode 100644 index eac567d8..00000000 --- a/quants_lab/utils/labeling.py +++ /dev/null @@ -1,70 +0,0 @@ -from typing import Optional - -import numpy as np -import pandas as pd - - -def triple_barrier_method(df, tp=1.0, sl=1.0, tl=5, std_span: Optional[int] = 100, trade_cost=0.0006, max_executors: int = 1): - df.index = pd.to_datetime(df.timestamp, unit="s") - if std_span: - df["target"] = df["close"].rolling(std_span).std() / df["close"] - else: - df["target"] = 1 / 100 - df["tl"] = df.index + pd.Timedelta(seconds=tl) - df.dropna(subset="target", inplace=True) - - df = apply_tp_sl_on_tl(df, tp=tp, sl=sl) - - df = get_bins(df, trade_cost) - - df['tp'] = df['close'] * (1 + df['target'] * tp * df["side"]) - df['sl'] = df['close'] * (1 - df['target'] * sl * df["side"]) - - df = add_active_signals(df, max_executors) - return df - - -def add_active_signals(df, max_executors): - close_times = [pd.Timestamp.min] * max_executors - df["active_signal"] = 0 - for index, row in df[(df["side"] != 0)].iterrows(): - for close_time in close_times: - if row["timestamp"] > close_time: - df.loc[df.index == index, "active_signal"] = 1 - close_times.remove(close_time) - close_times.append(row["close_time"]) - break - return df - - -def get_bins(df, trade_cost): - # 1) prices aligned with events - px = df.index.union(df['tl'].values).drop_duplicates() - px = df.close.reindex(px, method='ffill') - - # 2) create out object - df['ret'] = (px.loc[df['close_time'].values].values / px.loc[df.index] - 1) * df['side'] - df['real_class'] = np.sign(df['ret'] - trade_cost) - return df - - -def apply_tp_sl_on_tl(df: pd.DataFrame, tp: float, sl: float): - events = df[df["side"] != 0].copy() - if tp > 0: - take_profit = tp * events['target'] - else: - take_profit = pd.Series(index=df.index) # NaNs - if sl > 0: - stop_loss = - sl * events['target'] - else: - stop_loss = pd.Series(index=df.index) # NaNs - - for loc, tl in events['tl'].fillna(df.index[-1]).items(): - df0 = df.close[loc:tl] # path prices - df0 = (df0 / df.close[loc] - 1) * events.at[loc, 'side'] # path returns - df.loc[loc, 'stop_loss_time'] = df0[df0 < stop_loss[loc]].index.min() # earliest stop loss. - df.loc[loc, 'take_profit_time'] = df0[df0 > take_profit[loc]].index.min() # earliest profit taking. - df["close_time"] = df[["tl", "take_profit_time", "stop_loss_time"]].dropna(how='all').min(axis=1) - df['close_type'] = df[['take_profit_time', 'stop_loss_time', 'tl']].dropna(how='all').idxmin(axis=1) - df['close_type'].replace({'take_profit_time': 'tp', 'stop_loss_time': 'sl'}, inplace=True) - return df