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Doc/library/profiling-sampling.rst

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@@ -359,17 +359,17 @@ anywhere on the stack). The percentages and times derive from these counts
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and the total profiling duration. Time units are selected automatically based
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on the data: seconds, milliseconds, or microseconds.
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The output includes a Legend explaining each column and a Summary of
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Interesting Functions section that highlights:
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The output includes a legend explaining each column and a summary of
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interesting functions that highlights:
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- **Hot Spots**: Functions with high direct/cumulative sample ratio (time spent
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- **Hot spots**: functions with high direct/cumulative sample ratio (time spent
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directly executing rather than waiting for callees)
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- **Indirect Calls**: Functions appearing frequently on the stack via other
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- **Indirect calls**: functions appearing frequently on the stack via other
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callers
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- **Call Magnification**: Functions where cumulative samples far exceed direct
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- **Call magnification**: functions where cumulative samples far exceed direct
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samples, indicating significant time in nested calls
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Use ``--no-summary`` to suppress both the Legend and Summary sections.
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Use ``--no-summary`` to suppress both the legend and summary sections.
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To save pstats output to a file instead of stdout::
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@@ -477,10 +477,10 @@ CPU activity, enabling analysis features specific to Python's threading model.
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The profiler emits interval markers that appear as colored bands in the
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Firefox Profiler timeline:
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- **GIL markers**: Show when threads hold or release the global interpreter lock
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- **CPU markers**: Show when threads are executing on CPU versus idle
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- **Code type markers**: Distinguish Python code from native (C extension) code
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- **GC markers**: Indicate garbage collection activity
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- **GIL markers**: show when threads hold or release the global interpreter lock
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- **CPU markers**: show when threads are executing on CPU versus idle
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- **Code type markers**: distinguish Python code from native (C extension) code
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- **GC markers**: indicate garbage collection activity
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For this reason, the ``--mode`` option is not available with Gecko format;
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all relevant data is captured automatically.
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The heatmap interface provides several interactive features:
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- **Coloring modes**: Toggle between "Self Time" (direct execution) and
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- **Coloring modes**: toggle between "Self Time" (direct execution) and
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"Total Time" (cumulative, including time in called functions)
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- **Cold code filtering**: Show all lines or only lines with samples
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- **Call graph navigation**: Each line has buttons to navigate to callers
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- **Cold code filtering**: show all lines or only lines with samples
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- **Call graph navigation**: each line has buttons to navigate to callers
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(functions that called this line) and callees (functions called from here)
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- **Scroll minimap**: A vertical overview showing the heat distribution across
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- **Scroll minimap**: a vertical overview showing the heat distribution across
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the entire file
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- **Hierarchical index**: Files organized by type (stdlib, site-packages,
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- **Hierarchical index**: files organized by type (stdlib, site-packages,
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project) with aggregate sample counts per folder
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- **Dark/light theme**: Toggle with preference saved across sessions
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- **Line linking**: Click line numbers to create shareable URLs
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- **Dark/light theme**: toggle with preference saved across sessions
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- **Line linking**: click line numbers to create shareable URLs
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Heatmaps are especially useful when you know which file contains a performance
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issue but need to identify the specific lines. Many developers prefer this

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