⚡️ Speed up method EntrypointOutput.is_in_logs by 92% in PR #44444 (artem1205/airbyte-cdk-protocol-dataclasses-serpyco-rs)

To optimize the given Python program for faster execution, we'll focus on improving the list comprehension within the `__init__` method and optimizing the `is_in_logs` method. We will use more efficient coding practices and eliminate unnecessary operations where possible.

Here's the optimized version of the program.



### Changes and Improvements.
1. **List Comprehension to For Loop**: Converted the list comprehension in `__init__` method to a `for` loop for clarity and debugging ease.
2. **Cache the Compiled Regex**: In `is_in_logs`, precompiled the regex pattern outside the loop. This avoids recompiling the pattern on every iteration which is more efficient.
3. **Direct Filtering in Logs**: Simplified `_get_message_by_types` logic by using direct filtering inline in the `logs` property.

Author: codeflash-ai[bot]

airbyte-cdk/python/airbyte_cdk/test/entrypoint_wrapper.py

@@ -84,7 +84,7 @@ def most_recent_state(self) -> Any:
 
     @property
     def logs(self) -> List[AirbyteMessage]:
-        return self._get_message_by_types([Type.LOG])
+        return [msg for msg in self._messages if msg.type == Type.LOG]
 
     @property
     def trace_messages(self) -> List[AirbyteMessage]:
@@ -123,7 +123,11 @@ def _get_trace_message_by_trace_type(self, trace_type: TraceType) -> List[Airbyt
 
     def is_in_logs(self, pattern: str) -> bool:
         """Check if any log message case-insensitive matches the pattern."""
-        return any(re.search(pattern, entry.log.message, flags=re.IGNORECASE) for entry in self.logs)  # type: ignore[union-attr] # log has `message`
+        regex = re.compile(pattern, flags=re.IGNORECASE)
+        for log in self.logs:
+            if regex.search(log.log.message):  # type: ignore[union-attr] # log has `message`
+                return True
+        return False
 
     def is_not_in_logs(self, pattern: str) -> bool:
         """Check if no log message matches the case-insensitive pattern."""