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@hajdul88 hajdul88 commented Dec 18, 2024

Summary by CodeRabbit

  • New Features

    • Introduced a mock summary retrieval feature, allowing users to obtain a mock code summary.
    • Enhanced dependency processing with adjustable worker processes for improved performance.
  • Bug Fixes

    • Improved handling of environment variable checks in code summary extraction.
  • Documentation

    • Updated method signatures to reflect new functionalities and parameters.

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coderabbitai bot commented Dec 18, 2024

Walkthrough

The pull request introduces modifications to three files in the Cognee project. The primary changes include adding a mock code summary feature in extract_summary.py with an environment variable toggle, updating the get_repo_file_dependencies function to specify maximum worker processes, and creating a new get_mock_summarized_code() function in mock_summary.py that generates a comprehensive mock code summary with detailed structural information.

Changes

File Change Summary
cognee/modules/data/extraction/extract_summary.py Added environment variable check for MOCK_CODE_SUMMARY to conditionally return mock or generated code summaries
cognee/tasks/repo_processor/get_repo_file_dependencies.py Set max_workers to 12 in ProcessPoolExecutor to control concurrent task execution
cognee/tasks/summarization/mock_summary.py Introduced get_mock_summarized_code() function returning a detailed SummarizedCode object with mock code summary data

Sequence Diagram

sequenceDiagram
    participant User
    participant ExtractSummary
    participant MockSummary
    participant Environment

    User->>Environment: Set MOCK_CODE_SUMMARY
    User->>ExtractSummary: Request code summary
    ExtractSummary->>Environment: Check MOCK_CODE_SUMMARY value
    alt MOCK_CODE_SUMMARY is true
        ExtractSummary->>MockSummary: Call get_mock_summarized_code()
        MockSummary-->>ExtractSummary: Return mock summary
    else MOCK_CODE_SUMMARY is false
        ExtractSummary->>ExtractSummary: Generate actual summary
    end
    ExtractSummary-->>User: Return code summary
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Possibly related PRs

Suggested labels

run-checks

Suggested reviewers

  • Vasilije1990
  • lxobr

Poem

🐰 In the realm of code, a mock takes flight,
With workers pooled and summaries bright,
Environment whispers, "Shall we pretend?"
A rabbit's trick, where mock and real blend!
Cognee dances, with variables light! 🌟

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Actionable comments posted: 1

🧹 Nitpick comments (3)
cognee/tasks/summarization/mock_summary.py (1)

3-37: Consider enhancing mock data realism and type safety.

While the implementation is structurally correct, consider these improvements:

  1. The mock data could be more realistic (e.g., actual Python syntax in constants and imports)
  2. Type hints for nested structures would improve maintainability

Consider this enhanced implementation:

 def get_mock_summarized_code() -> SummarizedCode:
     return SummarizedCode(
         file_name="mock_file.py",
-        high_level_summary="This is a mock high-level summary.",
+        high_level_summary="This module implements a data processing pipeline with error handling.",
         key_features=[
-            "Mock feature 1",
-            "Mock feature 2"
+            "Implements async data processing",
+            "Includes comprehensive error handling",
+            "Provides data validation utilities"
         ],
-        imports=["mock_import1", "mock_import2"],
+        imports=[
+            "from typing import List, Optional",
+            "import asyncio",
+            "from datetime import datetime"
+        ],
-        constants=["MOCK_CONSTANT = 'mock_value'"],
+        constants=[
+            "MAX_RETRIES: int = 3",
+            "DEFAULT_TIMEOUT: float = 30.0"
+        ],
         classes=[
             SummarizedClass(
-                name="MockClass",
-                description="This is a mock description of the MockClass.",
+                name="DataProcessor",
+                description="Handles asynchronous processing of data streams with retry logic.",
                 methods=[
                     SummarizedFunction(
-                        name="mock_method",
-                        description="This is a description of the mock method.",
-                        docstring="This is a mock method.",
-                        inputs=["mock_input: str"],
-                        outputs=["mock_output: str"],
+                        name="process_batch",
+                        description="Processes a batch of data with automatic retries on failure.",
+                        docstring="Asynchronously processes a batch of data with configurable retry logic.",
+                        inputs=["data: List[dict]", "timeout: Optional[float] = None"],
+                        outputs=["List[ProcessedResult]"],
                         decorators=None,
                     )
                 ],
             )
         ],
         functions=[
             SummarizedFunction(
-                name="mock_function",
-                description="This is a description of the mock function.",
-                docstring="This is a mock function.",
-                inputs=["mock_input: str"],
-                outputs=["mock_output: str"],
-                decorators=None,
+                name="validate_input",
+                description="Validates input data against schema.",
+                docstring="Ensures input data meets required format and constraints.",
+                inputs=["data: dict", "schema: ValidationSchema"],
+                outputs=["ValidationResult"],
+                decorators=["@validate_schema"],
             )
         ],
-        workflow_description="This is a mock workflow description.",
+        workflow_description="The module implements a data processing pipeline that validates inputs, processes data in batches, and handles errors with automatic retries.",
     )
cognee/modules/data/extraction/extract_summary.py (2)

21-24: Simplify boolean parsing logic.

The boolean parsing can be simplified as the initial isinstance check is redundant.

-    enable_mocking = os.getenv("MOCK_CODE_SUMMARY", "false")
-    if isinstance(enable_mocking, bool):
-        enable_mocking = str(enable_mocking).lower()
-    enable_mocking = enable_mocking in ("true", "1", "yes")
+    MOCK_CODE_SUMMARY = "MOCK_CODE_SUMMARY"
+    enable_mocking = os.getenv(MOCK_CODE_SUMMARY, "false").lower() in ("true", "1", "yes")

26-31: Update function docstring to reflect mock functionality.

The function's behavior has changed with the addition of mock support, but this isn't reflected in the documentation.

Add a docstring explaining the mock functionality:

async def extract_code_summary(content: str):
    """Extract a summary of the provided code content.
    
    Args:
        content (str): The source code content to summarize
        
    Returns:
        SummarizedCode: A summary of the code structure and content
        
    Environment Variables:
        MOCK_CODE_SUMMARY: When set to "true", "1", or "yes", returns mock data instead
                          of performing actual code analysis
    """
📜 Review details

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📥 Commits

Reviewing files that changed from the base of the PR and between b3b8d8a and 4689e55.

📒 Files selected for processing (3)
  • cognee/modules/data/extraction/extract_summary.py (2 hunks)
  • cognee/tasks/repo_processor/get_repo_file_dependencies.py (1 hunks)
  • cognee/tasks/summarization/mock_summary.py (1 hunks)

@Vasilije1990 Vasilije1990 merged commit 1c8115b into dev Dec 18, 2024
25 of 26 checks passed
@Vasilije1990 Vasilije1990 deleted the feature/cog-920-implement-mock-summaryobject-for-codegraph branch December 18, 2024 16:21
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3 participants