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Reuse the Python callback method-name string and expose constant-time position count and presence. Preserve dynamic callbacks, Bar identity, and snapshot behavior with regression tests. Add isolated callback measurements and replace approximate cross-library comparisons with matched trades and equity assertions, separate setup/run timings, and reproducible reports. Track the remaining ingestion bottleneck in #53. Refs #48, #38, #39, #53 Codex 🤖, On behalf of Khizar