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614 lines
19 KiB
Rust
614 lines
19 KiB
Rust
//! 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::{CalleeSite, 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 {
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leaf: "psycopg2.connect",
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kind: DataStoreKind::Sql,
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label: "PostgreSQL (psycopg2)",
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},
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DriverRule {
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leaf: "psycopg.connect",
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kind: DataStoreKind::Sql,
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label: "PostgreSQL (psycopg3)",
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},
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DriverRule {
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leaf: "mysql.connector.connect",
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kind: DataStoreKind::Sql,
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label: "MySQL (mysql.connector)",
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},
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DriverRule {
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leaf: "MySQLdb.connect",
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kind: DataStoreKind::Sql,
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label: "MySQL (MySQLdb)",
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},
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DriverRule {
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leaf: "pymysql.connect",
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kind: DataStoreKind::Sql,
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label: "MySQL (PyMySQL)",
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},
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DriverRule {
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leaf: "sqlite3.connect",
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kind: DataStoreKind::Sql,
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label: "SQLite (sqlite3)",
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},
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DriverRule {
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leaf: "sqlalchemy.create_engine",
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kind: DataStoreKind::Sql,
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label: "SQLAlchemy",
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},
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DriverRule {
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leaf: "django.db.connection",
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kind: DataStoreKind::Sql,
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label: "Django ORM",
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},
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// Python — kv / doc
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DriverRule {
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leaf: "redis.Redis",
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kind: DataStoreKind::KeyValue,
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label: "Redis",
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},
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DriverRule {
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leaf: "redis.from_url",
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kind: DataStoreKind::KeyValue,
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label: "Redis",
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},
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DriverRule {
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leaf: "pymongo.MongoClient",
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kind: DataStoreKind::Document,
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label: "MongoDB",
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},
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DriverRule {
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leaf: "boto3.client",
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kind: DataStoreKind::BlobStore,
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label: "AWS (boto3)",
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},
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DriverRule {
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leaf: "boto3.resource",
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kind: DataStoreKind::BlobStore,
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label: "AWS (boto3)",
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},
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// JavaScript / TypeScript — relational
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DriverRule {
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leaf: "knex",
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kind: DataStoreKind::Sql,
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label: "Knex.js",
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},
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DriverRule {
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leaf: "createConnection",
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kind: DataStoreKind::Sql,
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label: "MySQL/Postgres (mysql/pg)",
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},
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DriverRule {
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leaf: "Sequelize",
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kind: DataStoreKind::Sql,
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label: "Sequelize",
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},
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DriverRule {
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leaf: "TypeORM.createConnection",
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kind: DataStoreKind::Sql,
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label: "TypeORM",
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},
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DriverRule {
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leaf: "PrismaClient",
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kind: DataStoreKind::Sql,
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label: "Prisma",
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},
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DriverRule {
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leaf: "pool.query",
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kind: DataStoreKind::Sql,
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label: "pg/mysql pool",
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},
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DriverRule {
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leaf: "client.query",
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kind: DataStoreKind::Sql,
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label: "pg client",
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},
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DriverRule {
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leaf: "db.query",
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kind: DataStoreKind::Sql,
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label: "Generic SQL driver",
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},
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// JS — kv / doc
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DriverRule {
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leaf: "redis.createClient",
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kind: DataStoreKind::KeyValue,
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label: "Redis (node-redis)",
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},
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DriverRule {
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leaf: "ioredis",
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kind: DataStoreKind::KeyValue,
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label: "ioredis",
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},
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DriverRule {
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leaf: "MongoClient.connect",
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kind: DataStoreKind::Document,
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label: "MongoDB (node)",
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},
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DriverRule {
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leaf: "AWS.S3",
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kind: DataStoreKind::BlobStore,
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label: "AWS S3",
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},
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// Java — JDBC / Hibernate
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DriverRule {
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leaf: "DriverManager.getConnection",
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kind: DataStoreKind::Sql,
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label: "JDBC",
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},
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DriverRule {
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leaf: "JdbcTemplate",
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kind: DataStoreKind::Sql,
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label: "Spring JdbcTemplate",
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},
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DriverRule {
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leaf: "EntityManager",
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kind: DataStoreKind::Sql,
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label: "JPA EntityManager",
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},
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DriverRule {
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leaf: "SessionFactory.openSession",
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kind: DataStoreKind::Sql,
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label: "Hibernate",
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},
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DriverRule {
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leaf: "Jedis",
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kind: DataStoreKind::KeyValue,
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label: "Jedis (Redis)",
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},
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DriverRule {
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leaf: "MongoClients.create",
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kind: DataStoreKind::Document,
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label: "MongoDB (java-driver)",
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},
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// Go — sql + ORM
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DriverRule {
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leaf: "sql.Open",
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kind: DataStoreKind::Sql,
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label: "database/sql",
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},
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DriverRule {
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leaf: "gorm.Open",
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kind: DataStoreKind::Sql,
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label: "GORM",
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},
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DriverRule {
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leaf: "sqlx.Connect",
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kind: DataStoreKind::Sql,
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label: "sqlx",
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},
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DriverRule {
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leaf: "sqlx.Open",
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kind: DataStoreKind::Sql,
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label: "sqlx",
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},
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DriverRule {
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leaf: "redis.NewClient",
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kind: DataStoreKind::KeyValue,
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label: "go-redis",
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},
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DriverRule {
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leaf: "mongo.Connect",
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kind: DataStoreKind::Document,
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label: "MongoDB (go-driver)",
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},
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// PHP — Eloquent / PDO
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DriverRule {
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leaf: "PDO",
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kind: DataStoreKind::Sql,
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label: "PDO",
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},
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DriverRule {
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leaf: "Eloquent::find",
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kind: DataStoreKind::Sql,
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label: "Laravel Eloquent",
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},
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DriverRule {
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leaf: "Eloquent::where",
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kind: DataStoreKind::Sql,
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label: "Laravel Eloquent",
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},
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DriverRule {
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leaf: "DB::connection",
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kind: DataStoreKind::Sql,
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label: "Laravel DB",
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},
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DriverRule {
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leaf: "Doctrine",
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kind: DataStoreKind::Sql,
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label: "Doctrine ORM",
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},
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// Ruby — ActiveRecord
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DriverRule {
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leaf: "ActiveRecord::Base.connection",
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kind: DataStoreKind::Sql,
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label: "ActiveRecord",
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},
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DriverRule {
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leaf: "ActiveRecord::Base.find",
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kind: DataStoreKind::Sql,
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label: "ActiveRecord",
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},
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DriverRule {
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leaf: ".find_by_sql",
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kind: DataStoreKind::Sql,
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label: "ActiveRecord raw SQL",
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},
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// Rust — sqlx / diesel
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DriverRule {
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leaf: "sqlx::query",
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kind: DataStoreKind::Sql,
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label: "sqlx",
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},
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DriverRule {
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leaf: "sqlx::query_as",
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kind: DataStoreKind::Sql,
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label: "sqlx",
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},
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DriverRule {
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leaf: "diesel::sql_query",
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kind: DataStoreKind::Sql,
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label: "Diesel",
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},
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DriverRule {
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leaf: "PgConnection::establish",
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kind: DataStoreKind::Sql,
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label: "Diesel",
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},
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// Type-qualified — fires when the SSA type-fact engine resolves a
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// receiver to `TypeKind::DatabaseConnection` regardless of the bare
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// callee name (e.g. `conn = psycopg2.connect(); conn.cursor()` →
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// typed_call_receivers maps the `.cursor` ordinal to "DatabaseConnection").
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DriverRule {
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leaf: "DatabaseConnection.cursor",
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kind: DataStoreKind::Sql,
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label: "Database connection",
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},
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DriverRule {
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leaf: "DatabaseConnection.execute",
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kind: DataStoreKind::Sql,
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label: "Database connection",
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},
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DriverRule {
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leaf: "DatabaseConnection.query",
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kind: DataStoreKind::Sql,
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label: "Database connection",
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},
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DriverRule {
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leaf: "DatabaseConnection.exec",
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kind: DataStoreKind::Sql,
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label: "Database connection",
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},
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DriverRule {
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leaf: "DatabaseConnection.prepare",
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kind: DataStoreKind::Sql,
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label: "Database connection",
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},
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DriverRule {
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leaf: "DatabaseConnection.commit",
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kind: DataStoreKind::Sql,
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label: "Database connection",
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},
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DriverRule {
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leaf: "FileHandle.read",
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kind: DataStoreKind::Filesystem,
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label: "Filesystem",
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},
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DriverRule {
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leaf: "FileHandle.write",
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kind: DataStoreKind::Filesystem,
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label: "Filesystem",
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},
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DriverRule {
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leaf: "FileHandle.close",
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kind: DataStoreKind::Filesystem,
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label: "Filesystem",
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},
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// Filesystem (best-effort: language-agnostic open()-family)
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DriverRule {
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leaf: "open",
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kind: DataStoreKind::Filesystem,
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label: "Filesystem",
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},
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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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///
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/// When the bare callee name does not hit a rule, the type-fact engine's
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/// per-call `typed_call_receivers` map (read off the matching
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/// [`crate::summary::SsaFuncSummary`]) is consulted: a callee whose
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/// receiver was resolved to `TypeKind::DatabaseConnection` or
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/// `TypeKind::FileHandle` is retried under the type-qualified name
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/// `"DatabaseConnection.<method>"` / `"FileHandle.<method>"`, picking up
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/// the bound-receiver call shapes (`conn.cursor()` after
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/// `conn = psycopg2.connect()`) that the name-only matcher misses.
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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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let typed = summaries
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.get_ssa(key)
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.map(|s| s.typed_call_receivers.as_slice());
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for callee in &summary.callees {
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let rule = match_rule(&callee.name).or_else(|| {
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typed
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.and_then(|t| container_for_ordinal(t, callee.ordinal))
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.and_then(|c| match_rule(&qualify(c, &callee.name)))
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});
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let Some(rule) = rule else { continue };
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let location = call_site_location(summary, callee);
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let dedup = (location.file.clone(), location.line, rule.label.to_string());
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if !seen.insert(dedup) {
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continue;
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}
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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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/// Last segment of a callee text after the final `.` or `::`.
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fn leaf_segment(name: &str) -> &str {
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let after_colon = name.rsplit("::").next().unwrap_or(name);
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after_colon.rsplit('.').next().unwrap_or(after_colon)
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}
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/// Build a type-qualified callee name (`"{container}.{method}"`) for
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/// retry-matching when the bare callee text did not hit any rule.
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fn qualify(container: &str, callee_name: &str) -> String {
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format!("{}.{}", container, leaf_segment(callee_name))
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}
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/// Linear-scan helper since `typed_call_receivers` is a small
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/// `Vec<(ordinal, container)>` per function. Typical lengths are 0 to a
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/// few dozen; a HashMap-per-summary would be wasteful.
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fn container_for_ordinal(typed: &[(u32, String)], ordinal: u32) -> Option<&str> {
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typed
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.iter()
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.find(|(o, _)| *o == ordinal)
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.map(|(_, c)| c.as_str())
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}
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fn match_rule(callee: &str) -> Option<&'static DriverRule> {
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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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}
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/// Source location of a call site. Reads the 1-based `(line, col)`
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/// recorded on the [`CalleeSite`] at CFG-build time (populated for every
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/// summary produced after the span field landed); for legacy summaries
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/// loaded from SQLite with no span, falls back to the function's host
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/// file with line 0.
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fn call_site_location(summary: &FuncSummary, callee: &CalleeSite) -> SourceLocation {
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let (line, col) = callee.span.unwrap_or((0, 0));
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SourceLocation {
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file: summary.file_path.clone(),
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line,
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col,
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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::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 datastore_carries_callee_span_when_present() {
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// When the CFG populates `CalleeSite.span`, the detected datastore
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// node's `SourceLocation` must reflect that 1-based `(line, col)`
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// — not the legacy `(0, 0)` fallback.
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let mut gs = GlobalSummaries::new();
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let key = FuncKey::new_function(Lang::Python, "app.py", "init", None);
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let mut callee = CalleeSite::bare("psycopg2.connect");
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callee.span = Some((42, 13));
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let summary = FuncSummary {
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name: "init".into(),
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file_path: "app.py".into(),
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lang: "python".into(),
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param_count: 0,
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callees: vec![callee],
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..Default::default()
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};
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gs.insert(key, summary);
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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.location.line, 42);
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assert_eq!(ds.location.col, 13);
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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("init", "app.py", &["psycopg2.connect", "psycopg2.connect"]);
|
|
gs.insert(k, s);
|
|
let nodes = detect_data_stores(&gs);
|
|
assert_eq!(nodes.len(), 1);
|
|
}
|
|
|
|
#[test]
|
|
fn bare_open_rule_does_not_match_fopen_or_opensearch() {
|
|
let mut gs = GlobalSummaries::new();
|
|
let (k, s) = summary_with_callees(
|
|
"init",
|
|
"app.py",
|
|
&[
|
|
"fopen",
|
|
"popen",
|
|
"OpenSearch",
|
|
"openssl_encrypt",
|
|
"MongoClient.openSession",
|
|
],
|
|
);
|
|
gs.insert(k, s);
|
|
let nodes = detect_data_stores(&gs);
|
|
assert!(
|
|
nodes.is_empty(),
|
|
"bare `open` rule should not FP on {nodes:?}",
|
|
);
|
|
}
|
|
|
|
#[test]
|
|
fn bare_open_rule_still_matches_real_open() {
|
|
let mut gs = GlobalSummaries::new();
|
|
let (k, s) = summary_with_callees("loader", "app.py", &["open"]);
|
|
gs.insert(k, s);
|
|
let nodes = detect_data_stores(&gs);
|
|
assert_eq!(nodes.len(), 1);
|
|
let SurfaceNode::DataStore(ds) = &nodes[0] else {
|
|
panic!()
|
|
};
|
|
assert_eq!(ds.kind, DataStoreKind::Filesystem);
|
|
|
|
let mut gs = GlobalSummaries::new();
|
|
let (k, s) = summary_with_callees("loader", "app.py", &["builtins.open"]);
|
|
gs.insert(k, s);
|
|
let nodes = detect_data_stores(&gs);
|
|
assert_eq!(nodes.len(), 1);
|
|
}
|
|
|
|
#[test]
|
|
fn typed_receiver_database_connection_resolves_bound_cursor() {
|
|
// `conn = psycopg2.connect(); conn.cursor()` — the bare callee
|
|
// `conn.cursor` is not in DRIVER_RULES, but the SSA type-fact
|
|
// engine populates `typed_call_receivers` with
|
|
// `(ordinal, "DatabaseConnection")` for the `.cursor` ordinal.
|
|
// The detector retries under `DatabaseConnection.cursor` and
|
|
// emits a Sql datastore node.
|
|
use crate::summary::ssa_summary::SsaFuncSummary;
|
|
let mut gs = GlobalSummaries::new();
|
|
let key = FuncKey::new_function(Lang::Python, "app.py", "load", None);
|
|
let summary = FuncSummary {
|
|
name: "load".into(),
|
|
file_path: "app.py".into(),
|
|
lang: "python".into(),
|
|
param_count: 0,
|
|
callees: vec![{
|
|
let mut c = CalleeSite::bare("conn.cursor");
|
|
c.ordinal = 7;
|
|
c.span = Some((4, 8));
|
|
c
|
|
}],
|
|
..Default::default()
|
|
};
|
|
gs.insert(key.clone(), summary);
|
|
let mut ssa = SsaFuncSummary::default();
|
|
ssa.typed_call_receivers
|
|
.push((7, "DatabaseConnection".into()));
|
|
gs.insert_ssa(key, ssa);
|
|
let nodes = detect_data_stores(&gs);
|
|
assert_eq!(nodes.len(), 1, "expected typed retry to hit; got {nodes:?}");
|
|
let SurfaceNode::DataStore(ds) = &nodes[0] else {
|
|
panic!()
|
|
};
|
|
assert_eq!(ds.kind, DataStoreKind::Sql);
|
|
assert_eq!(ds.label, "Database connection");
|
|
assert_eq!(ds.location.line, 4);
|
|
}
|
|
|
|
#[test]
|
|
fn typed_receiver_without_ssa_summary_falls_through() {
|
|
// No SsaFuncSummary inserted → bare `client.cursor` does not match
|
|
// any rule and `typed_call_receivers` is unreachable. Detector
|
|
// emits zero nodes (no panic on missing SSA side).
|
|
let mut gs = GlobalSummaries::new();
|
|
let (k, s) = summary_with_callees("load", "app.py", &["client.cursor"]);
|
|
gs.insert(k, s);
|
|
assert!(detect_data_stores(&gs).is_empty());
|
|
}
|
|
}
|