This pull request introduces a significant refactor of the Twitter profile querying and scoring system within the Bittensor network. The changes encompass the creation of new classes and methods to streamline the process of fetching, deserializing, and scoring Twitter profile data. The refactor enhances modularity, readability, and maintainability of the codebase.
Changes
Validator Refactor: The Validator class now utilizes the query_and_score function for processing Twitter profiles.
Miner Enhancements: The Miner class includes new rate limiting and blacklisting features, improving the robustness of the miner's response to profile requests.
Forward Logic: Introduced a new query_and_score function that encapsulates the logic for querying miners and scoring their responses.
Protocol Definition: A new TwitterProfileProtocol class has been created to handle the serialization and deserialization of Twitter profile data.
Twitter Profile Request: Implemented a TwitterProfileRequest class to interact with an external API and format the response into a TwitterProfileObject.
Twitter Profile Type: Defined a new TwitterProfileObject TypedDict for better type-checking and clarity of the Twitter profile data structure.
TODOs
[ ] Complete the update_weights method in neurons/validator.py with actual weight update logic.
[ ] Implement logic to handle exceptions and errors during the Twitter profile fetching process in masa/miner/twitter_profile_request.py.
[ ] Optimize the selection and scoring algorithm in masa/validator/forward.py.
[ ] Add unit tests for the new classes and methods to ensure reliability and maintainability.
[ ] Document the new codebase, including docstrings for functions and classes.
[ ] Review and potentially refactor the blacklisting and prioritization logic in neurons/miner.py.
[ ] Set up environment variables for BASE_URL and AUTHORIZATION in masa/miner/twitter_profile_request.py.
Additional Notes
The refactor aims to align with the project's long-term goals of scalability and decentralization.
Further optimization and enhancements are planned for future iterations.
Summary
This pull request introduces a significant refactor of the Twitter profile querying and scoring system within the Bittensor network. The changes encompass the creation of new classes and methods to streamline the process of fetching, deserializing, and scoring Twitter profile data. The refactor enhances modularity, readability, and maintainability of the codebase.
Changes
Validator
class now utilizes thequery_and_score
function for processing Twitter profiles.Miner
class includes new rate limiting and blacklisting features, improving the robustness of the miner's response to profile requests.query_and_score
function that encapsulates the logic for querying miners and scoring their responses.TwitterProfileProtocol
class has been created to handle the serialization and deserialization of Twitter profile data.TwitterProfileRequest
class to interact with an external API and format the response into aTwitterProfileObject
.TwitterProfileObject
TypedDict for better type-checking and clarity of the Twitter profile data structure.TODOs
update_weights
method inneurons/validator.py
with actual weight update logic.masa/miner/twitter_profile_request.py
.masa/validator/forward.py
.neurons/miner.py
.BASE_URL
andAUTHORIZATION
inmasa/miner/twitter_profile_request.py
.Additional Notes