a4e667de10
Single-commit clean baseline after security scrub of niche-tells, project codenames, internal jargon, and contributor-email leaks. Contents: - 100 Rust crates (_primitives/_rust/) - 37 agent manifests (_manifests/) + generated specs (_generated/) - 67 user-invocable skills (skills/) - 33 hooks (hooks/) - Composition blocks (_blocks/) - Documentation (docs/, README.md) - TS adapter packages (_ts_packages/) - Assembler (_assembler/) - Roles (_roles/) - Templates (_templates/) - Forgejo CI (.forgejo/) Author: Denis Parfionovich <info@greendragon.info> License: see LICENSE.
43 lines
1.5 KiB
Rust
43 lines
1.5 KiB
Rust
//! Classifier-driven row emission for the scan loop.
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//!
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//! Constructor Pattern: one function, one responsibility — given one
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//! extracted user-line `Hit` and a loaded `Classifier`, emit exactly one
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//! `Row` (the top-scoring category, or `"uncategorized"` if the classifier
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//! returned `None`). The regex path lives in `scan::apply_categories`;
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//! this file is the firmware-path mirror.
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use crate::classifier::{Classifier, THRESHOLD};
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use crate::hit::Hit;
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use crate::row::Row;
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/// Default weight for classifier-emitted rows. Firmware ratios don't yet
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/// have a per-category severity dial; flat 1.0 until eval calibrates.
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pub const CLASSIFIER_WEIGHT: f64 = 1.0;
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/// Fallback category label when the classifier declines (too short or
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/// below threshold). Mirrors the string used in eval_predict.
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pub const UNCATEGORIZED: &str = "uncategorized";
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/// Build one `Row` from `hit` by asking `cls` for its top category.
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pub fn build_row(
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hit: &Hit,
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cls: &Classifier,
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fallback_ts: &str,
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min_len: usize,
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) -> Row {
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let res = cls.classify(&hit.text, min_len, THRESHOLD);
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let category = res
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.best_category
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.unwrap_or_else(|| UNCATEGORIZED.to_string());
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Row {
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category,
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chatlog_file: hit.file.clone(),
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line_no: hit.line_no,
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timestamp: hit
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.timestamp
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.clone()
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.unwrap_or_else(|| fallback_ts.to_string()),
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quote: hit.text.clone(),
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weight: CLASSIFIER_WEIGHT,
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}
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}
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