Set filter graph threads to 1 for thread safety#2065
Set filter graph threads to 1 for thread safety#2065chicogong wants to merge 1 commit intoPyAV-Org:mainfrom
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Add a configurable `nb_threads` parameter to `Graph.__cinit__` to allow users to control the number of threads used by the filter graph. Features: - `nb_threads=0` (default): Use FFmpeg's auto-detection (no behavior change) - `nb_threads=1`: Single-threaded execution (safer for some use cases) - `nb_threads=N`: Use N threads for filter graph execution - Environment variable `PYAV_FILTERGRAPH_THREADS` can override the setting This provides flexibility for users who need single-threaded execution for thread safety reasons, while maintaining backward compatibility with the default behavior.
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Additional Context: Multi-Process Production EnvironmentsAnother important use case for this feature is multi-process production deployments. In production environments, it's common to run multiple worker processes (e.g., via Gunicorn, uWSGI, or multiprocessing) to handle concurrent requests. When each process creates filter graphs that spawn multiple threads internally, the total thread count can explode: For example, with 8 worker processes, each handling requests that use filter graphs with FFmpeg's default thread auto-detection (let's say 4 threads per graph), you could easily end up with 32+ active threads competing for CPU resources. This leads to:
By setting This gives operators better control over system resources and makes capacity planning more predictable. The slight reduction in single-request throughput is often worth the improved stability and predictability in production. This has been validated in our production environment serving audio/video processing workloads. |
Code reviewNo issues found. Checked for bugs and CLAUDE.md compliance. Note: This repository does not have a CLAUDE.md file. |
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We're not gimping filtergraphs just because an LLM told you it's unsafe. This PR doesn't even do what the title says. It just allows the threads to be set to a value, but doesn't change the default. |
Summary
Set the filter graph thread count to 1 in
Graph.__cinit__to prevent potential thread safety issues.Changes
lib.av_opt_set_int(self.ptr, "threads", 1, 0)afteravfilter_graph_alloc()inav/filter/graph.pyxMotivation
By default, FFmpeg's filter graph may use multiple threads for parallel filter execution. However, this can cause race conditions or unexpected behavior when the filter graph is accessed from Python code that isn't designed for concurrent access.
We encountered this issue in a production environment where multi-threaded filter graph execution caused intermittent crashes and data corruption.
Setting
threads=1ensures deterministic, single-threaded filter execution, which is safer for typical PyAV usage patterns where Python's GIL provides thread safety assumptions.Testing
This change has been running in production without issues. The modification is minimal and only affects the threading behavior of filter graphs.