# Module: Tracking ## Goal The `tracking` module is responsible for tracking and analyzing the usage and cost of various APIs used in the project. It includes two files: `api_tracking.py` and `cost_analytics.py`. ## File: api_tracking.py ### Class: APITracker This class is responsible for tracking the usage of APIs and saving the data to a content manager. #### Method: `__init__()` - Initializes the APITracker object. - Calls the `initiateAPITracking()` method. #### Method: `setDataManager(contentManager: ContentDataManager)` - Sets the content manager for storing the API usage data. - Raises an exception if the content manager is null. #### Method: `openAIWrapper(gptFunc)` - Wrapper function for OpenAI API calls. - Saves the API usage data to the content manager. - Returns the result of the API call. #### Method: `elevenWrapper(audioFunc)` - Wrapper function for Eleven API calls. - Saves the API usage data to the content manager. - Returns the result of the API call. #### Method: `wrap_turbo()` - Wraps the `gpt3Turbo_completion` function from the `gpt_utils` module using the `openAIWrapper` method. - Replaces the original function with the wrapped function. #### Method: `wrap_eleven()` - Wraps the `generateVoice` function from the `audio_generation` module using the `elevenWrapper` method. - Replaces the original function with the wrapped function. #### Method: `initiateAPITracking()` - Initiates the tracking of APIs by wrapping the necessary functions using the `wrap_turbo` and `wrap_eleven` methods. ## File: cost_analytics.py ### Function: calculateCostAnalytics() This function calculates the average usage and cost of OpenAI and Eleven APIs based on the data stored in the content database. - Initializes the content database. - Retrieves the API usage data from the database. - Calculates the average usage and cost for OpenAI and Eleven APIs. - Prints the results. ### Usage example: ```python calculateCostAnalytics() ``` Note: The commented code at the end of the file is unrelated and can be ignored.