I Converted a Classic EMA Crossover Strategy from Pine Script to Python — Line by Line

Good question — it's the same gap the post flags with the isconfirmed variant: the name converts cleanly, but in a historical Python run every bar is already closed, so the filter passes on bars where the live signal may have vanished before the close. I don't handle it automatically — no translator can, because there's no realtime bar offline. What I do is treat isconfirmed-gated entries as close-only and check them against TradingView's historical run; if a strategy genuinely behaves differently live, that difference has to be re-engineered in the feed, not in the translation.