pub mod base;
pub mod config_edges;
pub mod document;
pub mod history;
pub mod semantic;
pub mod similarity;
pub mod structural;
use std::cmp::Reverse;
use std::path::{Path, PathBuf};
use rayon::prelude::*;
use rustc_hash::{FxHashMap, FxHashSet};
use tracing::debug;
use crate::graph::{
CappedEdges, CompactEdge, EdgeCapStats, EdgeCategory, RankedCandidate, SourceTopK,
SuppressionFactors, cap_out_edges_per_source, dedup_compact_edges, intern_fragment_nodes,
push_bounded_top_k, read_max_out_edges_per_node,
};
use crate::types::FragmentId;
pub type EdgeDict = FxHashMap<(FragmentId, FragmentId), f64>;
pub type EdgeCategories = FxHashMap<(FragmentId, FragmentId), EdgeCategory>;
use crate::types::Fragment;
use self::base::EdgeBuilder;
const EXPENSIVE_CATEGORIES: &[&str] = &["similarity", "history"];
struct BuilderCategory {
name: &'static str,
builders: fn() -> Vec<Box<dyn EdgeBuilder>>,
}
fn builder_categories() -> Vec<BuilderCategory> {
vec![
BuilderCategory {
name: "semantic",
builders: || semantic::get_semantic_builders(),
},
BuilderCategory {
name: "structural",
builders: || structural::get_structural_builders(),
},
BuilderCategory {
name: "config",
builders: || config_edges::get_config_builders(),
},
BuilderCategory {
name: "document",
builders: || document::get_document_builders(),
},
BuilderCategory {
name: "similarity",
builders: || similarity::get_similarity_builders(),
},
BuilderCategory {
name: "history",
builders: || history::get_history_builders(),
},
]
}
pub fn get_all_builders() -> Vec<Box<dyn EdgeBuilder>> {
let mut all = Vec::new();
for cat in builder_categories() {
all.extend((cat.builders)());
}
all
}
fn pack_pair(src: u32, dst: u32) -> u64 {
((src as u64) << 32) | dst as u64
}
struct LoggedEmission {
src: u32,
dst: u32,
weight: f64,
}
pub fn collect_capped_edges(
fragments: &[Fragment],
repo_root: Option<&Path>,
skip_expensive: bool,
) -> CappedEdges {
let mut all_builders: Vec<(&str, Box<dyn EdgeBuilder>)> = Vec::new();
for cat in builder_categories() {
if skip_expensive && EXPENSIVE_CATEGORIES.contains(&cat.name) {
debug!("skipping {} edge builders (skip_expensive=true)", cat.name);
continue;
}
for builder in (cat.builders)() {
all_builders.push((cat.name, builder));
}
}
let (node_to_idx, idx_to_node) = intern_fragment_nodes(fragments);
let category_weights = *crate::config::category_weights::CATEGORY_WEIGHTS;
let builder_meta: Vec<(EdgeCategory, f64)> = all_builders
.iter()
.map(|(cat_name, builder)| {
let category = EdgeCategory::from_str(builder.category_label().unwrap_or(cat_name));
(category, category_weights.multiplier(category))
})
.collect();
let per_builder_log: Vec<Vec<LoggedEmission>> = all_builders
.par_iter()
.map(|(_, builder)| {
let edges = builder.build(fragments, repo_root);
let mut log = Vec::with_capacity(edges.len());
for ((src, dst), weight) in edges {
let (Some(&s), Some(&d)) = (node_to_idx.get(&src), node_to_idx.get(&dst)) else {
continue;
};
log.push(LoggedEmission {
src: s,
dst: d,
weight,
});
}
log
})
.collect();
drop(all_builders);
let n_nodes = idx_to_node.len();
let mut in_degree = vec![0u32; n_nodes];
let mut out_degree = vec![0u32; n_nodes];
let mut category_entries: Vec<(u32, u32, EdgeCategory)> = Vec::new();
let mut sem_out_files: FxHashMap<u32, FxHashSet<&str>> = FxHashMap::default();
let mut raw_by_category: FxHashMap<EdgeCategory, u64> = FxHashMap::default();
let mut deduped_by_category: FxHashMap<EdgeCategory, u64> = FxHashMap::default();
let mut seen: FxHashSet<u64> = FxHashSet::default();
for (builder_idx, log) in per_builder_log.iter().enumerate() {
let (category, _) = builder_meta[builder_idx];
*raw_by_category.entry(category).or_default() += log.len() as u64;
for e in log {
if !seen.insert(pack_pair(e.src, e.dst)) {
continue;
}
*deduped_by_category.entry(category).or_default() += 1;
in_degree[e.dst as usize] += 1;
out_degree[e.src as usize] += 1;
category_entries.push((e.src, e.dst, category));
if category == EdgeCategory::Semantic {
sem_out_files
.entry(e.src)
.or_default()
.insert(idx_to_node[e.dst as usize].path.as_ref());
}
}
}
drop(seen);
let mut emissions_by_category: Vec<(EdgeCategory, u64, u64)> = raw_by_category
.iter()
.map(|(&category, &raw)| {
let deduped = deduped_by_category.get(&category).copied().unwrap_or(0);
(category, raw, deduped)
})
.collect();
emissions_by_category.sort_unstable_by_key(|e| e.0.as_str());
category_entries.sort_unstable_by_key(|e| (e.0, e.1));
let mut sem_file_deg = vec![0u32; n_nodes];
for (&src, files) in &sem_out_files {
sem_file_deg[src as usize] = files.len() as u32;
}
drop(sem_out_files);
let deduped_edge_count = category_entries.len();
let factors = SuppressionFactors::from_counters(in_degree, sem_file_deg);
let max_per_node = read_max_out_edges_per_node();
let capped_per_builder: Vec<Vec<CompactEdge>> = per_builder_log
.into_par_iter()
.enumerate()
.map(|(builder_idx, log)| {
let (builder_category, multiplier) = builder_meta[builder_idx];
let mut per_source: FxHashMap<u32, SourceTopK> = FxHashMap::default();
for e in log {
let category = category_entries
.binary_search_by_key(&(e.src, e.dst), |c| (c.0, c.1))
.map(|k| category_entries[k].2)
.unwrap_or(builder_category);
let damped = factors.damp(e.weight * multiplier, category, e.src, e.dst);
push_bounded_top_k(
per_source.entry(e.src).or_default(),
RankedCandidate {
weight: damped,
dst: e.dst,
category,
},
max_per_node,
);
}
let mut survivors =
Vec::with_capacity(per_source.values().map(|h| h.len()).sum::<usize>());
for (src, heap) in per_source {
for Reverse(c) in heap {
survivors.push(CompactEdge {
src,
dst: c.dst,
weight: c.weight,
category: c.category,
});
}
}
survivors
})
.collect();
let total: usize = capped_per_builder.iter().map(|v| v.len()).sum();
let mut edges: Vec<CompactEdge> = Vec::with_capacity(total);
for v in capped_per_builder {
edges.extend(v);
}
dedup_compact_edges(&mut edges);
cap_out_edges_per_source(&mut edges, max_per_node);
let nodes_capped = out_degree
.iter()
.filter(|&&d| d as usize > max_per_node)
.count();
let cap_stats = EdgeCapStats {
edges_before_cap: deduped_edge_count,
edges_after_cap: edges.len(),
edges_dropped_by_cap: deduped_edge_count - edges.len(),
nodes_capped,
max_out_edges_per_node: max_per_node,
emissions_by_category,
};
CappedEdges {
node_to_idx,
idx_to_node,
edges,
category_entries,
cap_stats,
}
}
pub fn discover_all_related_files(
changed_files: &[PathBuf],
all_candidates: &[PathBuf],
repo_root: Option<&Path>,
file_cache: Option<&FxHashMap<PathBuf, String>>,
) -> Vec<PathBuf> {
let mut discovered: FxHashMap<PathBuf, ()> = FxHashMap::default();
for builder in get_all_builders() {
for f in
builder.discover_related_files(changed_files, all_candidates, repo_root, file_cache)
{
discovered.entry(f).or_insert(());
}
}
let mut result: Vec<PathBuf> = discovered.into_keys().collect();
result.sort();
result
}