Advanced topics and features of PyneCore
AST Transformation
How PyneCore uses AST transformation to implement Pine Script behavior
Function Isolation
How function isolation works in PyneCore and why it's essential for Pine Script compatibility
OHLCV Reader/Writer
The self-describing OHLCV v2 binary format: declared timeframe, delta-encoded records and …
Fast CSV Reader/Writer
High-performance CSV processing with multithreaded writing and memory mapping
Extra Fields
Accessing extra per-bar columns beyond OHLCV data in Pyne code
request.security() Internals
Technical deep-dive into the multiprocessing architecture behind request.security()
Bar Magnifier
Accurate intrabar order fills using lower-timeframe data
Live Mode
Real-time data streaming with intra-bar updates, varip support, and paper trading