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Fix crypto/dd/eb in SDK #3523

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Nov 22, 2022
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63 changes: 40 additions & 23 deletions openbb_terminal/cryptocurrency/due_diligence/glassnode_model.py
Original file line number Diff line number Diff line change
@@ -1,6 +1,7 @@
from datetime import datetime
from datetime import datetime, timedelta
import logging
import json
from typing import Optional

import pandas as pd
import requests
Expand Down Expand Up @@ -452,9 +453,9 @@ def get_hashrate(
@check_api_key(["API_GLASSNODE_KEY"])
def get_exchange_balances(
symbol: str,
exchange: str = "binance",
start_date: str = "2010-01-01",
end_date: str = None,
exchange: str = "aggregated",
start_date: Optional[str] = None,
end_date: Optional[str] = None,
) -> pd.DataFrame:
"""Returns the total amount of coins held on exchange addresses in units and percentage.
[Source: https://glassnode.com]
Expand All @@ -464,20 +465,30 @@ def get_exchange_balances(
symbol : str
Asset to search active addresses (e.g., BTC)
exchange : str
Exchange to check net position change (e.g., binance)
start_date : str
Initial date, format YYYY-MM-DD
end_date : str
Final date, format YYYY-MM-DD
Exchange to check net position change (possible values are: aggregated, binance, bittrex,
coinex, gate.io, gemini, huobi, kucoin, poloniex, bibox, bigone, bitfinex, hitbtc, kraken,
okex, bithumb, zb.com, cobinhood, bitmex, bitstamp, coinbase, coincheck, luno), by default "aggregated"
start_date : Optional[str], optional
Initial date (format YYYY-MM-DD) by default 2 years ago
end_date : Optional[str], optional
Final date (format YYYY-MM-DD) by default 1 year ago

Returns
-------
pd.DataFrame
total amount of coins in units/percentage and symbol price over time

Examples
--------
>>> from openbb_terminal.sdk import openbb
>>> df = openbb.crypto.dd.eb(symbol="BTC")
"""

if start_date is None:
start_date = (datetime.now() - timedelta(days=365 * 2)).strftime("%Y-%m-%d")

if end_date is None:
end_date = datetime.now().strftime("%Y-%m-%d")
end_date = (datetime.now() - timedelta(days=367)).strftime("%Y-%m-%d")

ts_start_date = str_date_to_timestamp(start_date)
ts_end_date = str_date_to_timestamp(end_date)
Expand All @@ -496,32 +507,38 @@ def get_exchange_balances(
}
df = pd.DataFrame()

r = requests.get(url, params=parameters) # get balances
r1 = requests.get(url, params=parameters) # get balances
r2 = requests.get(url2, params=parameters) # get relative (percentage) balances
r3 = requests.get(
url3, params=parameters
) # get price TODO: grab data from loaded symbol

if r.status_code == 200 and r2.status_code == 200 and r3.status_code == 200:
df3 = pd.DataFrame(json.loads(r3.text))
if r1.status_code == 200 and r2.status_code == 200 and r3.status_code == 200:

df1 = pd.DataFrame(json.loads(r1.text))
df1.set_index("t", inplace=True)
df1.rename(columns={"v": "stacked"}, inplace=True)

df2 = pd.DataFrame(json.loads(r2.text))
df = pd.DataFrame(json.loads(r.text))
df2.set_index("t", inplace=True)
df2.rename(columns={"v": "percentage"}, inplace=True)

df = df.set_index("t")
df.index = pd.to_datetime(df.index, unit="s")
df["percentage"] = df2["v"].values
df["price"] = df3["v"].values
df3 = pd.DataFrame(json.loads(r3.text))
df3.set_index("t", inplace=True)
df3.rename(columns={"v": "price"}, inplace=True)

df.rename(columns={"v": "stacked"}, inplace=True)
df = pd.merge(df1, df2, left_index=True, right_index=True)
df = pd.merge(df, df3, left_index=True, right_index=True)
df.index = pd.to_datetime(df.index, unit="s")

if df.empty or df2.empty or df3.empty:
if df.empty or df1.empty or df2.empty or df3.empty:
console.print(f"No data found for {symbol}'s exchange balance or price.\n")

elif r.status_code == 401 or r2.status_code == 401 or r3.status_code == 401:
elif r1.status_code == 401 or r2.status_code == 401 or r3.status_code == 401:
console.print("[red]Invalid API Key[/red]\n")
else:
if r.status_code != 200:
console.print(f"Error getting {symbol}'s exchange balance: {r.text}")
if r1.status_code != 200:
console.print(f"Error getting {symbol}'s exchange balance: {r1.text}")

if r2.status_code != 200:
console.print(
Expand Down
24 changes: 13 additions & 11 deletions openbb_terminal/cryptocurrency/due_diligence/glassnode_view.py
Original file line number Diff line number Diff line change
Expand Up @@ -238,9 +238,9 @@ def display_exchange_net_position_change(
@check_api_key(["API_GLASSNODE_KEY"])
def display_exchange_balances(
symbol: str,
exchange: str = "binance",
start_date: str = "2010-01-01",
end_date: str = None,
exchange: str = "aggregated",
start_date: Optional[str] = None,
end_date: Optional[str] = None,
percentage: bool = False,
export: str = "",
external_axes: Optional[List[plt.Axes]] = None,
Expand All @@ -255,21 +255,23 @@ def display_exchange_balances(
exchange : str
Exchange to check net position change (possible values are: aggregated, binance, bittrex,
coinex, gate.io, gemini, huobi, kucoin, poloniex, bibox, bigone, bitfinex, hitbtc, kraken,
okex, bithumb, zb.com, cobinhood, bitmex, bitstamp, coinbase, coincheck, luno)
start_date : str
Initial date, format YYYY-MM-DD
end_date : str
Final date, format YYYY-MM-DD
okex, bithumb, zb.com, cobinhood, bitmex, bitstamp, coinbase, coincheck, luno), by default "aggregated"
start_date : Optional[str], optional
Initial date (format YYYY-MM-DD) by default 2 years ago
end_date : Optional[str], optional
Final date (format YYYY-MM-DD) by default 1 year ago
percentage : bool
Show percentage instead of stacked value.
export : str
Export dataframe data to csv,json,xlsx file
external_axes : Optional[List[plt.Axes]], optional
External axes (2 axes are expected in the list), by default None
"""

if end_date is None:
end_date = datetime.now().strftime("%Y-%m-%d")
Examples
--------
>>> from openbb_terminal.sdk import openbb
>>> openbb.crypto.dd.eb_chart(symbol="BTC")
"""

df_balance = get_exchange_balances(symbol, exchange, start_date, end_date)

Expand Down