2026-05-15 13:28:58 -05:00
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//! Data-store detection.
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//!
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//! Walks the post-pass-2 [`GlobalSummaries`] looking for callees whose
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//! name is a known database / cache / blob-store driver entry point,
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//! and emits one [`SurfaceNode::DataStore`] per resolved store.
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//!
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//! The detector is name-based on purpose: the receiver's full type is
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//! often unknown after pass 2, but the leaf name of a driver call
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//! (`psycopg2.connect`, `mysql.createConnection`, `gorm.Open`,
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//! `Eloquent::find`, `ActiveRecord::Base.connection`) carries enough
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//! signal for surface-level chain composition. False positives here
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//! are forgiving — the surface map is informational, not a finding
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//! that fires on its own.
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use super::{DataStore, DataStoreKind, SourceLocation, SurfaceNode};
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use crate::summary::{FuncSummary, GlobalSummaries};
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/// One detection rule: leaf-name pattern → store kind + label. Stored
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/// as a flat list so adding a new ORM / driver is a one-line edit.
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struct DriverRule {
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/// Substring to match against the callee's leaf name (case-insensitive).
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leaf: &'static str,
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kind: DataStoreKind,
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/// Human-readable label attached to the emitted node. Used by the
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/// chain composer and the `nyx surface` CLI tree.
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label: &'static str,
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}
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const DRIVER_RULES: &[DriverRule] = &[
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// Python — relational
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DriverRule { leaf: "psycopg2.connect", kind: DataStoreKind::Sql, label: "PostgreSQL (psycopg2)" },
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DriverRule { leaf: "psycopg.connect", kind: DataStoreKind::Sql, label: "PostgreSQL (psycopg3)" },
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DriverRule { leaf: "mysql.connector.connect", kind: DataStoreKind::Sql, label: "MySQL (mysql.connector)" },
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DriverRule { leaf: "MySQLdb.connect", kind: DataStoreKind::Sql, label: "MySQL (MySQLdb)" },
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DriverRule { leaf: "pymysql.connect", kind: DataStoreKind::Sql, label: "MySQL (PyMySQL)" },
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DriverRule { leaf: "sqlite3.connect", kind: DataStoreKind::Sql, label: "SQLite (sqlite3)" },
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DriverRule { leaf: "sqlalchemy.create_engine", kind: DataStoreKind::Sql, label: "SQLAlchemy" },
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DriverRule { leaf: "django.db.connection", kind: DataStoreKind::Sql, label: "Django ORM" },
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// Python — kv / doc
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DriverRule { leaf: "redis.Redis", kind: DataStoreKind::KeyValue, label: "Redis" },
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DriverRule { leaf: "redis.from_url", kind: DataStoreKind::KeyValue, label: "Redis" },
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DriverRule { leaf: "pymongo.MongoClient", kind: DataStoreKind::Document, label: "MongoDB" },
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DriverRule { leaf: "boto3.client", kind: DataStoreKind::BlobStore, label: "AWS (boto3)" },
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DriverRule { leaf: "boto3.resource", kind: DataStoreKind::BlobStore, label: "AWS (boto3)" },
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// JavaScript / TypeScript — relational
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DriverRule { leaf: "knex", kind: DataStoreKind::Sql, label: "Knex.js" },
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DriverRule { leaf: "createConnection", kind: DataStoreKind::Sql, label: "MySQL/Postgres (mysql/pg)" },
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DriverRule { leaf: "Sequelize", kind: DataStoreKind::Sql, label: "Sequelize" },
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DriverRule { leaf: "TypeORM.createConnection", kind: DataStoreKind::Sql, label: "TypeORM" },
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DriverRule { leaf: "PrismaClient", kind: DataStoreKind::Sql, label: "Prisma" },
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DriverRule { leaf: "pool.query", kind: DataStoreKind::Sql, label: "pg/mysql pool" },
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DriverRule { leaf: "client.query", kind: DataStoreKind::Sql, label: "pg client" },
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DriverRule { leaf: "db.query", kind: DataStoreKind::Sql, label: "Generic SQL driver" },
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// JS — kv / doc
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DriverRule { leaf: "redis.createClient", kind: DataStoreKind::KeyValue, label: "Redis (node-redis)" },
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DriverRule { leaf: "ioredis", kind: DataStoreKind::KeyValue, label: "ioredis" },
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DriverRule { leaf: "MongoClient.connect", kind: DataStoreKind::Document, label: "MongoDB (node)" },
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DriverRule { leaf: "AWS.S3", kind: DataStoreKind::BlobStore, label: "AWS S3" },
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// Java — JDBC / Hibernate
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DriverRule { leaf: "DriverManager.getConnection", kind: DataStoreKind::Sql, label: "JDBC" },
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DriverRule { leaf: "JdbcTemplate", kind: DataStoreKind::Sql, label: "Spring JdbcTemplate" },
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DriverRule { leaf: "EntityManager", kind: DataStoreKind::Sql, label: "JPA EntityManager" },
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DriverRule { leaf: "SessionFactory.openSession", kind: DataStoreKind::Sql, label: "Hibernate" },
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DriverRule { leaf: "Jedis", kind: DataStoreKind::KeyValue, label: "Jedis (Redis)" },
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DriverRule { leaf: "MongoClients.create", kind: DataStoreKind::Document, label: "MongoDB (java-driver)" },
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// Go — sql + ORM
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DriverRule { leaf: "sql.Open", kind: DataStoreKind::Sql, label: "database/sql" },
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DriverRule { leaf: "gorm.Open", kind: DataStoreKind::Sql, label: "GORM" },
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DriverRule { leaf: "sqlx.Connect", kind: DataStoreKind::Sql, label: "sqlx" },
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DriverRule { leaf: "sqlx.Open", kind: DataStoreKind::Sql, label: "sqlx" },
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DriverRule { leaf: "redis.NewClient", kind: DataStoreKind::KeyValue, label: "go-redis" },
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DriverRule { leaf: "mongo.Connect", kind: DataStoreKind::Document, label: "MongoDB (go-driver)" },
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// PHP — Eloquent / PDO
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DriverRule { leaf: "PDO", kind: DataStoreKind::Sql, label: "PDO" },
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DriverRule { leaf: "Eloquent::find", kind: DataStoreKind::Sql, label: "Laravel Eloquent" },
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DriverRule { leaf: "Eloquent::where", kind: DataStoreKind::Sql, label: "Laravel Eloquent" },
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DriverRule { leaf: "DB::connection", kind: DataStoreKind::Sql, label: "Laravel DB" },
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DriverRule { leaf: "Doctrine", kind: DataStoreKind::Sql, label: "Doctrine ORM" },
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// Ruby — ActiveRecord
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DriverRule { leaf: "ActiveRecord::Base.connection", kind: DataStoreKind::Sql, label: "ActiveRecord" },
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DriverRule { leaf: "ActiveRecord::Base.find", kind: DataStoreKind::Sql, label: "ActiveRecord" },
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DriverRule { leaf: ".find_by_sql", kind: DataStoreKind::Sql, label: "ActiveRecord raw SQL" },
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// Rust — sqlx / diesel
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DriverRule { leaf: "sqlx::query", kind: DataStoreKind::Sql, label: "sqlx" },
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DriverRule { leaf: "sqlx::query_as", kind: DataStoreKind::Sql, label: "sqlx" },
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DriverRule { leaf: "diesel::sql_query", kind: DataStoreKind::Sql, label: "Diesel" },
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DriverRule { leaf: "PgConnection::establish", kind: DataStoreKind::Sql, label: "Diesel" },
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// Filesystem (best-effort: language-agnostic open()-family)
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DriverRule { leaf: "open", kind: DataStoreKind::Filesystem, label: "Filesystem" },
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];
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/// Walk every function summary's callee list and emit one
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/// [`SurfaceNode::DataStore`] per matched driver call. De-duped on
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/// `(file, line, label)`.
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pub fn detect_data_stores(summaries: &GlobalSummaries) -> Vec<SurfaceNode> {
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let mut out: Vec<SurfaceNode> = Vec::new();
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let mut seen: std::collections::HashSet<(String, u32, String)> =
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std::collections::HashSet::new();
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for (key, summary) in summaries.iter() {
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for callee in &summary.callees {
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let Some(rule) = match_rule(&callee.name) else {
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continue;
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};
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let location = call_site_location(summary, callee.ordinal);
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let dedup = (
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location.file.clone(),
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location.line,
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rule.label.to_string(),
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);
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if !seen.insert(dedup) {
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continue;
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}
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let _ = key;
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out.push(SurfaceNode::DataStore(DataStore {
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location,
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kind: rule.kind,
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label: rule.label.to_string(),
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}));
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}
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}
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out
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}
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fn match_rule(callee: &str) -> Option<&'static DriverRule> {
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2026-05-15 13:52:15 -05:00
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let cl = callee.trim().to_ascii_lowercase();
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// Normalize `::` → `.` so segment-split treats both as separators.
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let cl_segments = cl.replace("::", ".");
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DRIVER_RULES.iter().find(|r| {
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let rl = r.leaf.to_ascii_lowercase();
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if r.leaf.contains('.') || r.leaf.contains("::") {
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// Qualified pattern (e.g. `psycopg2.connect`, `Eloquent::find`):
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// substring on the full callee text. Qualified shapes are
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// unambiguous so substring is precise enough.
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cl.contains(&rl)
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} else {
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// Bare leaf (e.g. `open`, `fetch`, `PrismaClient`): require a
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// whole-segment match. Prevents `fopen` / `OpenSearch` /
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// `getPrismaClient` from FP-matching short bare leaves.
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cl_segments.split('.').any(|seg| seg == rl)
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}
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})
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2026-05-15 13:28:58 -05:00
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}
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/// Best-effort source location for a call site. We only have file +
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/// (sometimes) sink-attribution metadata on `FuncSummary`, so the
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/// location falls back to the function's file with line 0 when no
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/// finer-grained data is available.
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fn call_site_location(summary: &FuncSummary, _ordinal: u32) -> SourceLocation {
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SourceLocation {
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file: summary.file_path.clone(),
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line: 0,
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col: 0,
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}
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}
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#[cfg(test)]
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mod tests {
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use super::*;
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use crate::summary::CalleeSite;
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use crate::symbol::{FuncKey, Lang};
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fn summary_with_callees(name: &str, file: &str, callees: &[&str]) -> (FuncKey, FuncSummary) {
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let key = FuncKey::new_function(Lang::Python, file, name, None);
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let summary = FuncSummary {
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name: name.to_string(),
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file_path: file.to_string(),
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lang: "python".to_string(),
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param_count: 0,
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callees: callees
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.iter()
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.map(|c| CalleeSite::bare(c.to_string()))
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.collect(),
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..Default::default()
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};
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(key, summary)
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}
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#[test]
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fn detects_psycopg2_connect() {
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let mut gs = GlobalSummaries::new();
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let (k, s) = summary_with_callees("init", "app.py", &["psycopg2.connect"]);
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gs.insert(k, s);
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let nodes = detect_data_stores(&gs);
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assert_eq!(nodes.len(), 1);
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let SurfaceNode::DataStore(ds) = &nodes[0] else {
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panic!()
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};
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assert_eq!(ds.kind, DataStoreKind::Sql);
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assert_eq!(ds.label, "PostgreSQL (psycopg2)");
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}
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#[test]
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fn detects_gorm_open() {
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let mut gs = GlobalSummaries::new();
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let (k, s) = summary_with_callees("init", "main.go", &["gorm.Open"]);
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gs.insert(k, s);
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let nodes = detect_data_stores(&gs);
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assert_eq!(nodes.len(), 1);
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let SurfaceNode::DataStore(ds) = &nodes[0] else {
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panic!()
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};
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assert_eq!(ds.label, "GORM");
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}
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#[test]
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fn dedup_collapses_repeats_in_same_file() {
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let mut gs = GlobalSummaries::new();
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let (k, s) = summary_with_callees(
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"init",
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"app.py",
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&["psycopg2.connect", "psycopg2.connect"],
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);
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gs.insert(k, s);
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let nodes = detect_data_stores(&gs);
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assert_eq!(nodes.len(), 1);
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}
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2026-05-15 13:52:15 -05:00
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#[test]
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fn bare_open_rule_does_not_match_fopen_or_opensearch() {
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let mut gs = GlobalSummaries::new();
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let (k, s) = summary_with_callees(
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"init",
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"app.py",
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&[
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"fopen",
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"popen",
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"OpenSearch",
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"openssl_encrypt",
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"MongoClient.openSession",
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],
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);
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gs.insert(k, s);
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let nodes = detect_data_stores(&gs);
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assert!(
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nodes.is_empty(),
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"bare `open` rule should not FP on {nodes:?}",
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);
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}
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#[test]
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fn bare_open_rule_still_matches_real_open() {
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let mut gs = GlobalSummaries::new();
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let (k, s) = summary_with_callees("loader", "app.py", &["open"]);
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gs.insert(k, s);
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let nodes = detect_data_stores(&gs);
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assert_eq!(nodes.len(), 1);
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let SurfaceNode::DataStore(ds) = &nodes[0] else {
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panic!()
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};
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assert_eq!(ds.kind, DataStoreKind::Filesystem);
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let mut gs = GlobalSummaries::new();
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let (k, s) = summary_with_callees("loader", "app.py", &["builtins.open"]);
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gs.insert(k, s);
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let nodes = detect_data_stores(&gs);
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assert_eq!(nodes.len(), 1);
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}
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2026-05-15 13:28:58 -05:00
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}
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