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feat: 🎸 posthog #1978

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Jan 4, 2024
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88 changes: 88 additions & 0 deletions backend/models/settings.py
Original file line number Diff line number Diff line change
@@ -1,7 +1,10 @@
from uuid import UUID

from langchain.embeddings.ollama import OllamaEmbeddings
from langchain.embeddings.openai import OpenAIEmbeddings
from logger import get_logger
from models.databases.supabase.supabase import SupabaseDB
from posthog import Posthog
from pydantic import BaseSettings
from supabase.client import Client, create_client
from vectorstore.supabase import SupabaseVectorStore
Expand All @@ -13,6 +16,91 @@ class BrainRateLimiting(BaseSettings):
max_brain_per_user: int = 5


# The `PostHogSettings` class is used to initialize and interact with the PostHog analytics service.
class PostHogSettings(BaseSettings):
posthog_api_key: str = None
posthog_api_url: str = None
posthog: Posthog = None

def __init__(self, *args, **kwargs):
"""
The function initializes the "posthog" attribute and calls the "initialize_posthog" method.
"""
super().__init__(*args, **kwargs)
self.posthog = None
self.initialize_posthog()

def initialize_posthog(self):
"""
The function initializes a PostHog client with an API key and URL.
"""
if self.posthog_api_key and self.posthog_api_url:
self.posthog = Posthog(
api_key=self.posthog_api_key, host=self.posthog_api_url
)

def log_event(self, user_id: UUID, event_name: str, event_properties: dict):
"""
The function logs an event with a user ID, event name, and event properties using the PostHog
analytics tool.

:param user_id: The user_id parameter is a UUID (Universally Unique Identifier) that uniquely
identifies a user. It is typically used to track and identify individual users in an application
or system
:type user_id: UUID
:param event_name: The event_name parameter is a string that represents the name or type of the
event that you want to log. It could be something like "user_signed_up", "item_purchased", or
"page_viewed"
:type event_name: str
:param event_properties: The event_properties parameter is a dictionary that contains additional
information or properties related to the event being logged. These properties provide more
context or details about the event and can be used for analysis or filtering purposes
:type event_properties: dict
"""
if self.posthog:
self.posthog.capture(user_id, event_name, event_properties)

def set_user_properties(self, user_id: UUID, event_name, properties: dict):
"""
The function sets user properties for a given user ID and event name using the PostHog analytics
tool.

:param user_id: The user_id parameter is a UUID (Universally Unique Identifier) that uniquely
identifies a user. It is used to associate the user with the event and properties being captured
:type user_id: UUID
:param event_name: The `event_name` parameter is a string that represents the name of the event
that you want to capture. It could be something like "user_signed_up" or "item_purchased"
:param properties: The `properties` parameter is a dictionary that contains the user properties
that you want to set. Each key-value pair in the dictionary represents a user property, where
the key is the name of the property and the value is the value you want to set for that property
:type properties: dict
"""
if self.posthog:
self.posthog.capture(
user_id, event=event_name, properties={"$set": properties}
)

def set_once_user_properties(self, user_id: UUID, event_name, properties: dict):
"""
The function sets user properties for a specific event, ensuring that the properties are only
set once.

:param user_id: The user_id parameter is a UUID (Universally Unique Identifier) that uniquely
identifies a user
:type user_id: UUID
:param event_name: The `event_name` parameter is a string that represents the name of the event
that you want to capture. It could be something like "user_signed_up" or "item_purchased"
:param properties: The `properties` parameter is a dictionary that contains the user properties
that you want to set. Each key-value pair in the dictionary represents a user property, where
the key is the property name and the value is the property value
:type properties: dict
"""
if self.posthog:
self.posthog.capture(
user_id, event=event_name, properties={"$set_once": properties}
)


class BrainSettings(BaseSettings):
openai_api_key: str
supabase_url: str
Expand Down
18 changes: 17 additions & 1 deletion backend/models/user_usage.py
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
from logger import get_logger
from models.databases.supabase.supabase import SupabaseDB
from models.settings import get_supabase_db
from models.settings import PostHogSettings, get_supabase_db
from modules.user.entity.user_identity import UserIdentity

logger = get_logger(__name__)
Expand Down Expand Up @@ -36,15 +36,31 @@ def get_user_settings(self):
"""
Fetch the user settings from the database
"""
posthog = PostHogSettings()
request = self.supabase_db.get_user_settings(self.id)
if request is not None and request.get("is_premium", False):
posthog.set_once_user_properties(
self.id, "HAS_OR_HAD_PREMIUM", {"bought_premium": "true"}
)
posthog.set_user_properties(
self.id, "CURRENT_PREMIUM", {"is_premium": "true"}
)
else:
posthog.set_user_properties(
self.id, "CURRENT_PREMIUM", {"is_premium": "false"}
)

return request

def get_user_daily_usage(self, date):
"""
Fetch the user daily usage from the database
"""
posthog = PostHogSettings()
request = self.supabase_db.get_user_requests_count_for_day(self.id, date)
posthog.set_user_properties(
self.id, "DAILY_USAGE", {"daily_chat_usage": request}
)

return request

Expand Down
4 changes: 0 additions & 4 deletions backend/modules/chat/controller/chat/utils.py
Original file line number Diff line number Diff line change
Expand Up @@ -36,10 +36,6 @@ def check_user_requests_limit(user: UserIdentity, model: str):
for model_setting in models_price:
if model_setting["name"] == model:
user_choosen_model_price = model_setting["price"]
print(f"User {user.id} has {daily_user_count} requests for today")
print(f"User {user.id} has {daily_chat_credit} daily chat credit")
print(f"User {user.id} has {user_choosen_model_price} price for the model")
print(f"User {user.id} has {models_price} models price")

if int(daily_user_count + user_choosen_model_price) > int(daily_chat_credit):
raise HTTPException(
Expand Down
40 changes: 0 additions & 40 deletions backend/renovate.json

This file was deleted.

1 change: 1 addition & 0 deletions backend/requirements.txt
Original file line number Diff line number Diff line change
Expand Up @@ -38,3 +38,4 @@ pytest-mock
pytest-celery
pytesseract==0.3.10
async_generator
posthog==3.1.0
3 changes: 0 additions & 3 deletions supabase/migrations/20240103185550_upgrade.sql

This file was deleted.

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