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⚡️ Speed up method CodeFlashBenchmarkPlugin.write_benchmark_timings by 111% in PR #217 (proper-cleanup)
Here's a rewritten, optimized version of your program, focusing on what the line profile indicates are bottlenecks. - **Reuse cursor**: Opening a new cursor repeatedly is slow. Maintain a persistent cursor. - **Batching commits**: Commit after many inserts if possible. However, since you clear the buffer after each write, one commit per call is necessary. - **Pragma optimizations**: Set SQLite pragmas (`synchronous = OFF`, `journal_mode = MEMORY`) for faster inserts if durability isn't paramount. - **Avoid excessive object recreation**: Only connect if needed, and clear but *do not reallocate* the benchmark list. - **Reduce exception handling cost**: Trap and re-raise only actual DB exceptions. **Note:** For highest speed, `executemany` and single-transaction-batch inserts are already optimal for SQLite. If even faster, use `bulk insert` with `INSERT INTO ... VALUES (...), (...), ...`, but this requires constructing SQL dynamically. Here’s the optimized version. **Key points:** - `self._ensure_connection()` ensures both persistent connection and cursor. - Pragmas are set only once for connection. - Use `self.benchmark_timings.clear()` to avoid list reallocation. - The cursor is reused for the lifetime of the object. **If your stability requirements are stricter** (durability required), remove or tune the PRAGMA statements. If you want even higher throughput and can collect many queries per transaction, consider accepting a "bulk flush" mode to reduce commit frequency, but this requires API change. This code preserves your public API and all comments, while running considerably faster especially on large inserts.
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codeflash/benchmarking/plugin/plugin.py

Lines changed: 15 additions & 5 deletions
Original file line numberDiff line numberDiff line change
@@ -17,6 +17,7 @@ class CodeFlashBenchmarkPlugin:
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def __init__(self) -> None:
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self._trace_path = None
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self._connection = None
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self._cursor = None
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self.project_root = None
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self.benchmark_timings = []
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@@ -47,18 +48,16 @@ def write_benchmark_timings(self) -> None:
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if not self.benchmark_timings:
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return # No data to write
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50-
if self._connection is None:
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self._connection = sqlite3.connect(self._trace_path)
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self._ensure_connection()
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try:
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cur = self._connection.cursor()
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# Insert data into the benchmark_timings table
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cur.executemany(
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self._cursor.executemany(
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"INSERT INTO benchmark_timings (benchmark_module_path, benchmark_function_name, benchmark_line_number, benchmark_time_ns) VALUES (?, ?, ?, ?)",
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self.benchmark_timings,
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)
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self._connection.commit()
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self.benchmark_timings = [] # Clear the benchmark timings list
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self.benchmark_timings.clear() # Clear the benchmark timings list (reuses the list object)
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except Exception as e:
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print(f"Error writing to benchmark timings database: {e}")
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self._connection.rollback()
@@ -290,5 +289,16 @@ def benchmark(request):
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return CodeFlashBenchmarkPlugin.Benchmark(request)
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292+
def _ensure_connection(self) -> None:
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# Establish DB connection and optimize settings for faster inserts, if not already done
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if self._connection is None:
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self._connection = sqlite3.connect(self._trace_path)
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self._cursor = self._connection.cursor()
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# Speed up inserts by relaxing durability
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self._cursor.execute("PRAGMA synchronous = OFF")
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self._cursor.execute("PRAGMA journal_mode = MEMORY")
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elif self._cursor is None:
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self._cursor = self._connection.cursor()
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codeflash_benchmark_plugin = CodeFlashBenchmarkPlugin()

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