Iaroslav Omelianenko

Performance optimizations and refactoring

1

* Refactored max activation depth estimation to be more effective * Implemented lazy genesis of the organism's phenotype to reduce CPU usage during reproduction * Changed species sorting order implementation...

We need to implement standard utility method to save experiment results in native and NPZ formats.

[OPIK-1216]: [SDK] Client-side dynamic rate limiting

5

## Details Implemented dynamic rate limiting to handle rate-limited exceptions with configurable retry logic. Enhanced message queue functionality with a maximum size, discard handling, and queue size monitoring to prevent...

[OPIK-1538]: Improve error message when invalid thread_id for Langgraph

1

## Details Added parameter validation utilities and integrated with core classes. Introduced `Parameter` and `MethodParametersTypeValidator` classes to enable standardized parameter validation with type checking. Implement and test helper functions for...

[OPIK-1567]: [SDK] Implement support for compressed GET responses

2

## Details Enabled support for compressed GET responses by explicitly setting `{"Accept-Encoding": "gzip"}` header into each request to the server. ## Testing Manual testing using a proxy server was performed...

## Details Refactored experiments fetching by name to use streaming API. Updated experiment data retrieval to leverage the streaming API for improved performance and scalability. Adjusted imports and error messages...

[OPIK-1624]: [SDK] Proper handling of batch splitting when dynamic rate limit applied

2

## Details Dynamic rate limiting has been introduced in the SDK to handle 429 responses (rate limit exceeded) by retrying message delivery after waiting for a new time bucket to...