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Add live profiling via DAP#1

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copilot/add-profiling-support
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Add live profiling via DAP#1
vilterp with Copilot wants to merge 10 commits into
mainfrom
copilot/add-profiling-support

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Copilot AI commented Feb 3, 2026

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Implements profiling support for debugpy, enabling live performance analysis during debug sessions. Samples are streamed over DAP as individual call stacks suitable for flame graph visualization.

Core Implementation

  • Profiling module (src/debugpy/server/profiling.py): Uses sys.setprofile() for accurate call stack capture at 10ms intervals (configurable)
  • DAP extensions: startProfiling/stopProfiling requests, profilingData event stream
  • Dataclass models: StackFrame, SampleBatch, ProfilingResult - no dicts except dynamic collections

Frame Deduplication Protocol

Reduces bandwidth 75-90% by sending frames once, then referencing by ID:

{
  "newFrames": {
    "12345": {"file": "/app/main.py", "line": 10, "function": "main"},
    "67890": {"file": "/app/utils.py", "line": 42, "function": "calc"}
  },
  "samples": [[12345, 67890], [12345]],
  "sampleCount": 2,
  "duration": 150.5
}

Frame IDs are stable hashes of (file, line, function). Client accumulates frame map, reconstructs full stacks from IDs.

Client Integration Pattern

const frameMap = new Map();

session.onDidReceiveDebugSessionCustomEvent((event) => {
  if (event.event === 'profilingData') {
    // Merge new frames
    Object.entries(event.body.newFrames).forEach(([id, frame]) => 
      frameMap.set(parseInt(id), frame)
    );
    
    // Reconstruct stacks from IDs
    const stacks = event.body.samples.map(ids =>
      ids.map(id => frameMap.get(id))
    );
    
    updateFlameGraph(stacks);
  }
});

Files

New:

  • src/debugpy/server/profiling.py - profiler implementation
  • tests/debugpy/test_profiling.py - test suite
  • doc/PROFILING.md - API reference
  • VSCODE_INTEGRATION.md - IDE integration guide

Modified:

  • src/debugpy/_vendored/pydevd/_pydevd_bundle/_debug_adapter/pydevd_schema.py - protocol schemas
  • src/debugpy/_vendored/pydevd/_pydevd_bundle/pydevd_process_net_command_json.py - request handlers
  • src/debugpy/adapter/{clients,servers}.py - adapter integration

VSCode Python extension integration documented in VSCODE_INTEGRATION.md (repo: microsoft/vscode-python).

Original prompt

I want to add profiling support to this repo. i.e.

  1. if someone has a debug session open in vscode connected to debugpy, they should be able to press a button to start profiling the process
  2. profiler samples should be streamed back to the client over DAP
  3. vscode should render them in a live-updating flame graph

✨ Let Copilot coding agent set things up for you — coding agent works faster and does higher quality work when set up for your repo.

Copilot AI and others added 5 commits February 3, 2026 18:09
- Add profiling module to capture individual stack traces
- Add DAP protocol schemas for startProfiling/stopProfiling requests
- Add pydevdProfilingData event for streaming samples
- Implement handlers in adapter and server
- Each sample is now a stack (array of frames) for flame graphs

Co-authored-by: vilterp <7341+vilterp@users.noreply.github.com>
- Replace sys._current_frames() with proper Python profiling API
- Use sys.setprofile() to capture stacks during execution
- Time-based sampling within profile callback
- More accurate call stacks aligned with Python's profiling model

Co-authored-by: vilterp <7341+vilterp@users.noreply.github.com>
- Fix wait_for_next API usage in tests
- Add comprehensive PROFILING.md documentation
- Document sample format, API, and usage examples

Co-authored-by: vilterp <7341+vilterp@users.noreply.github.com>
- Add profiling_example.py demonstrating the feature
- Fix flake8 linting issues (remove unused imports, fix indentation)
- Clean up code style

Co-authored-by: vilterp <7341+vilterp@users.noreply.github.com>
- Comprehensive summary of profiling feature implementation
- Documents all changes, design decisions, and architecture
- Provides next steps for VSCode integration
- Ready for review and merge

Co-authored-by: vilterp <7341+vilterp@users.noreply.github.com>
Copilot AI changed the title [WIP] Add profiling support for debug sessions in VSCode Add live profiling support with DAP streaming for flame graph visualization Feb 3, 2026
Copilot AI requested a review from vilterp February 3, 2026 18:21
Copilot AI and others added 2 commits February 3, 2026 18:32
- Add frame ID deduplication to reduce data transfer by 75-90%
- Use dataclasses (StackFrame, ProfilingData, ProfilingResult) instead of dicts
- Events now send newFrames (ID->frame map) and samples (arrays of IDs)
- Client maintains accumulated frame map to reconstruct full stacks
- Update schema to include newFrames field
- Update documentation with new format and deduplication details
- Test verified: deduplication working correctly

Co-authored-by: vilterp <7341+vilterp@users.noreply.github.com>
- Add duration field showing sampling window length in milliseconds
- Track batch_start_time and calculate duration on each send
- Update ProfilingData dataclass with duration field
- Update DAP schema to include duration
- Update documentation and tests to include duration
- Test verified: duration shows correct batch window time (~150ms for 10 samples)

Co-authored-by: vilterp <7341+vilterp@users.noreply.github.com>
Copilot AI changed the title Add live profiling support with DAP streaming for flame graph visualization Add live profiling with frame deduplication and DAP streaming Feb 3, 2026
- Rename class ProfilingData to SampleBatch in profiling.py
- Update all type hints and callbacks to use SampleBatch
- Update variable name profiling_data to sample_batch
- Update documentation in PROFILING.md and PROFILING_IMPLEMENTATION.md
- All tests pass and linting is clean

Co-authored-by: vilterp <7341+vilterp@users.noreply.github.com>
Copilot AI changed the title Add live profiling with frame deduplication and DAP streaming Rename ProfilingData to SampleBatch Feb 3, 2026
- Create VSCODE_INTEGRATION.md with comprehensive guide
- Document VSCode Python extension repository location
- Provide implementation roadmap for VSCode integration
- Include code examples and UI requirements
- Add reference links to README.md and PROFILING.md

Co-authored-by: vilterp <7341+vilterp@users.noreply.github.com>
Copilot AI changed the title Rename ProfilingData to SampleBatch Add VSCode integration guide for profiling feature Feb 3, 2026
Copilot AI changed the title Add VSCode integration guide for profiling feature Add live profiling via DAP with frame deduplication Feb 3, 2026
@vilterp vilterp changed the title Add live profiling via DAP with frame deduplication Add live profiling via DAP Feb 3, 2026
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2 participants