nyx/src/surface/datastore.rs
2026-05-21 14:35:42 -05:00

614 lines
19 KiB
Rust

//! Data-store detection.
//!
//! Walks the post-pass-2 [`GlobalSummaries`] looking for callees whose
//! name is a known database / cache / blob-store driver entry point,
//! and emits one [`SurfaceNode::DataStore`] per resolved store.
//!
//! The detector is name-based on purpose: the receiver's full type is
//! often unknown after pass 2, but the leaf name of a driver call
//! (`psycopg2.connect`, `mysql.createConnection`, `gorm.Open`,
//! `Eloquent::find`, `ActiveRecord::Base.connection`) carries enough
//! signal for surface-level chain composition. False positives here
//! are forgiving — the surface map is informational, not a finding
//! that fires on its own.
use super::{DataStore, DataStoreKind, SourceLocation, SurfaceNode};
use crate::summary::{CalleeSite, FuncSummary, GlobalSummaries};
/// One detection rule: leaf-name pattern → store kind + label. Stored
/// as a flat list so adding a new ORM / driver is a one-line edit.
struct DriverRule {
/// Substring to match against the callee's leaf name (case-insensitive).
leaf: &'static str,
kind: DataStoreKind,
/// Human-readable label attached to the emitted node. Used by the
/// chain composer and the `nyx surface` CLI tree.
label: &'static str,
}
const DRIVER_RULES: &[DriverRule] = &[
// Python — relational
DriverRule {
leaf: "psycopg2.connect",
kind: DataStoreKind::Sql,
label: "PostgreSQL (psycopg2)",
},
DriverRule {
leaf: "psycopg.connect",
kind: DataStoreKind::Sql,
label: "PostgreSQL (psycopg3)",
},
DriverRule {
leaf: "mysql.connector.connect",
kind: DataStoreKind::Sql,
label: "MySQL (mysql.connector)",
},
DriverRule {
leaf: "MySQLdb.connect",
kind: DataStoreKind::Sql,
label: "MySQL (MySQLdb)",
},
DriverRule {
leaf: "pymysql.connect",
kind: DataStoreKind::Sql,
label: "MySQL (PyMySQL)",
},
DriverRule {
leaf: "sqlite3.connect",
kind: DataStoreKind::Sql,
label: "SQLite (sqlite3)",
},
DriverRule {
leaf: "sqlalchemy.create_engine",
kind: DataStoreKind::Sql,
label: "SQLAlchemy",
},
DriverRule {
leaf: "django.db.connection",
kind: DataStoreKind::Sql,
label: "Django ORM",
},
// Python — kv / doc
DriverRule {
leaf: "redis.Redis",
kind: DataStoreKind::KeyValue,
label: "Redis",
},
DriverRule {
leaf: "redis.from_url",
kind: DataStoreKind::KeyValue,
label: "Redis",
},
DriverRule {
leaf: "pymongo.MongoClient",
kind: DataStoreKind::Document,
label: "MongoDB",
},
DriverRule {
leaf: "boto3.client",
kind: DataStoreKind::BlobStore,
label: "AWS (boto3)",
},
DriverRule {
leaf: "boto3.resource",
kind: DataStoreKind::BlobStore,
label: "AWS (boto3)",
},
// JavaScript / TypeScript — relational
DriverRule {
leaf: "knex",
kind: DataStoreKind::Sql,
label: "Knex.js",
},
DriverRule {
leaf: "createConnection",
kind: DataStoreKind::Sql,
label: "MySQL/Postgres (mysql/pg)",
},
DriverRule {
leaf: "Sequelize",
kind: DataStoreKind::Sql,
label: "Sequelize",
},
DriverRule {
leaf: "TypeORM.createConnection",
kind: DataStoreKind::Sql,
label: "TypeORM",
},
DriverRule {
leaf: "PrismaClient",
kind: DataStoreKind::Sql,
label: "Prisma",
},
DriverRule {
leaf: "pool.query",
kind: DataStoreKind::Sql,
label: "pg/mysql pool",
},
DriverRule {
leaf: "client.query",
kind: DataStoreKind::Sql,
label: "pg client",
},
DriverRule {
leaf: "db.query",
kind: DataStoreKind::Sql,
label: "Generic SQL driver",
},
// JS — kv / doc
DriverRule {
leaf: "redis.createClient",
kind: DataStoreKind::KeyValue,
label: "Redis (node-redis)",
},
DriverRule {
leaf: "ioredis",
kind: DataStoreKind::KeyValue,
label: "ioredis",
},
DriverRule {
leaf: "MongoClient.connect",
kind: DataStoreKind::Document,
label: "MongoDB (node)",
},
DriverRule {
leaf: "AWS.S3",
kind: DataStoreKind::BlobStore,
label: "AWS S3",
},
// Java — JDBC / Hibernate
DriverRule {
leaf: "DriverManager.getConnection",
kind: DataStoreKind::Sql,
label: "JDBC",
},
DriverRule {
leaf: "JdbcTemplate",
kind: DataStoreKind::Sql,
label: "Spring JdbcTemplate",
},
DriverRule {
leaf: "EntityManager",
kind: DataStoreKind::Sql,
label: "JPA EntityManager",
},
DriverRule {
leaf: "SessionFactory.openSession",
kind: DataStoreKind::Sql,
label: "Hibernate",
},
DriverRule {
leaf: "Jedis",
kind: DataStoreKind::KeyValue,
label: "Jedis (Redis)",
},
DriverRule {
leaf: "MongoClients.create",
kind: DataStoreKind::Document,
label: "MongoDB (java-driver)",
},
// Go — sql + ORM
DriverRule {
leaf: "sql.Open",
kind: DataStoreKind::Sql,
label: "database/sql",
},
DriverRule {
leaf: "gorm.Open",
kind: DataStoreKind::Sql,
label: "GORM",
},
DriverRule {
leaf: "sqlx.Connect",
kind: DataStoreKind::Sql,
label: "sqlx",
},
DriverRule {
leaf: "sqlx.Open",
kind: DataStoreKind::Sql,
label: "sqlx",
},
DriverRule {
leaf: "redis.NewClient",
kind: DataStoreKind::KeyValue,
label: "go-redis",
},
DriverRule {
leaf: "mongo.Connect",
kind: DataStoreKind::Document,
label: "MongoDB (go-driver)",
},
// PHP — Eloquent / PDO
DriverRule {
leaf: "PDO",
kind: DataStoreKind::Sql,
label: "PDO",
},
DriverRule {
leaf: "Eloquent::find",
kind: DataStoreKind::Sql,
label: "Laravel Eloquent",
},
DriverRule {
leaf: "Eloquent::where",
kind: DataStoreKind::Sql,
label: "Laravel Eloquent",
},
DriverRule {
leaf: "DB::connection",
kind: DataStoreKind::Sql,
label: "Laravel DB",
},
DriverRule {
leaf: "Doctrine",
kind: DataStoreKind::Sql,
label: "Doctrine ORM",
},
// Ruby — ActiveRecord
DriverRule {
leaf: "ActiveRecord::Base.connection",
kind: DataStoreKind::Sql,
label: "ActiveRecord",
},
DriverRule {
leaf: "ActiveRecord::Base.find",
kind: DataStoreKind::Sql,
label: "ActiveRecord",
},
DriverRule {
leaf: ".find_by_sql",
kind: DataStoreKind::Sql,
label: "ActiveRecord raw SQL",
},
// Rust — sqlx / diesel
DriverRule {
leaf: "sqlx::query",
kind: DataStoreKind::Sql,
label: "sqlx",
},
DriverRule {
leaf: "sqlx::query_as",
kind: DataStoreKind::Sql,
label: "sqlx",
},
DriverRule {
leaf: "diesel::sql_query",
kind: DataStoreKind::Sql,
label: "Diesel",
},
DriverRule {
leaf: "PgConnection::establish",
kind: DataStoreKind::Sql,
label: "Diesel",
},
// Type-qualified — fires when the SSA type-fact engine resolves a
// receiver to `TypeKind::DatabaseConnection` regardless of the bare
// callee name (e.g. `conn = psycopg2.connect(); conn.cursor()` →
// typed_call_receivers maps the `.cursor` ordinal to "DatabaseConnection").
DriverRule {
leaf: "DatabaseConnection.cursor",
kind: DataStoreKind::Sql,
label: "Database connection",
},
DriverRule {
leaf: "DatabaseConnection.execute",
kind: DataStoreKind::Sql,
label: "Database connection",
},
DriverRule {
leaf: "DatabaseConnection.query",
kind: DataStoreKind::Sql,
label: "Database connection",
},
DriverRule {
leaf: "DatabaseConnection.exec",
kind: DataStoreKind::Sql,
label: "Database connection",
},
DriverRule {
leaf: "DatabaseConnection.prepare",
kind: DataStoreKind::Sql,
label: "Database connection",
},
DriverRule {
leaf: "DatabaseConnection.commit",
kind: DataStoreKind::Sql,
label: "Database connection",
},
DriverRule {
leaf: "FileHandle.read",
kind: DataStoreKind::Filesystem,
label: "Filesystem",
},
DriverRule {
leaf: "FileHandle.write",
kind: DataStoreKind::Filesystem,
label: "Filesystem",
},
DriverRule {
leaf: "FileHandle.close",
kind: DataStoreKind::Filesystem,
label: "Filesystem",
},
// Filesystem (best-effort: language-agnostic open()-family)
DriverRule {
leaf: "open",
kind: DataStoreKind::Filesystem,
label: "Filesystem",
},
];
/// Walk every function summary's callee list and emit one
/// [`SurfaceNode::DataStore`] per matched driver call. De-duped on
/// `(file, line, label)`.
///
/// When the bare callee name does not hit a rule, the type-fact engine's
/// per-call `typed_call_receivers` map (read off the matching
/// [`crate::summary::SsaFuncSummary`]) is consulted: a callee whose
/// receiver was resolved to `TypeKind::DatabaseConnection` or
/// `TypeKind::FileHandle` is retried under the type-qualified name
/// `"DatabaseConnection.<method>"` / `"FileHandle.<method>"`, picking up
/// the bound-receiver call shapes (`conn.cursor()` after
/// `conn = psycopg2.connect()`) that the name-only matcher misses.
pub fn detect_data_stores(summaries: &GlobalSummaries) -> Vec<SurfaceNode> {
let mut out: Vec<SurfaceNode> = Vec::new();
let mut seen: std::collections::HashSet<(String, u32, String)> =
std::collections::HashSet::new();
for (key, summary) in summaries.iter() {
let typed = summaries
.get_ssa(key)
.map(|s| s.typed_call_receivers.as_slice());
for callee in &summary.callees {
let rule = match_rule(&callee.name).or_else(|| {
typed
.and_then(|t| container_for_ordinal(t, callee.ordinal))
.and_then(|c| match_rule(&qualify(c, &callee.name)))
});
let Some(rule) = rule else { continue };
let location = call_site_location(summary, callee);
let dedup = (location.file.clone(), location.line, rule.label.to_string());
if !seen.insert(dedup) {
continue;
}
out.push(SurfaceNode::DataStore(DataStore {
location,
kind: rule.kind,
label: rule.label.to_string(),
}));
}
}
out
}
/// Last segment of a callee text after the final `.` or `::`.
fn leaf_segment(name: &str) -> &str {
let after_colon = name.rsplit("::").next().unwrap_or(name);
after_colon.rsplit('.').next().unwrap_or(after_colon)
}
/// Build a type-qualified callee name (`"{container}.{method}"`) for
/// retry-matching when the bare callee text did not hit any rule.
fn qualify(container: &str, callee_name: &str) -> String {
format!("{}.{}", container, leaf_segment(callee_name))
}
/// Linear-scan helper since `typed_call_receivers` is a small
/// `Vec<(ordinal, container)>` per function. Typical lengths are 0 to a
/// few dozen; a HashMap-per-summary would be wasteful.
fn container_for_ordinal(typed: &[(u32, String)], ordinal: u32) -> Option<&str> {
typed
.iter()
.find(|(o, _)| *o == ordinal)
.map(|(_, c)| c.as_str())
}
fn match_rule(callee: &str) -> Option<&'static DriverRule> {
let cl = callee.trim().to_ascii_lowercase();
// Normalize `::` → `.` so segment-split treats both as separators.
let cl_segments = cl.replace("::", ".");
DRIVER_RULES.iter().find(|r| {
let rl = r.leaf.to_ascii_lowercase();
if r.leaf.contains('.') || r.leaf.contains("::") {
// Qualified pattern (e.g. `psycopg2.connect`, `Eloquent::find`):
// substring on the full callee text. Qualified shapes are
// unambiguous so substring is precise enough.
cl.contains(&rl)
} else {
// Bare leaf (e.g. `open`, `fetch`, `PrismaClient`): require a
// whole-segment match. Prevents `fopen` / `OpenSearch` /
// `getPrismaClient` from FP-matching short bare leaves.
cl_segments.split('.').any(|seg| seg == rl)
}
})
}
/// Source location of a call site. Reads the 1-based `(line, col)`
/// recorded on the [`CalleeSite`] at CFG-build time (populated for every
/// summary produced after the span field landed); for legacy summaries
/// loaded from SQLite with no span, falls back to the function's host
/// file with line 0.
fn call_site_location(summary: &FuncSummary, callee: &CalleeSite) -> SourceLocation {
let (line, col) = callee.span.unwrap_or((0, 0));
SourceLocation {
file: summary.file_path.clone(),
line,
col,
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::symbol::{FuncKey, Lang};
fn summary_with_callees(name: &str, file: &str, callees: &[&str]) -> (FuncKey, FuncSummary) {
let key = FuncKey::new_function(Lang::Python, file, name, None);
let summary = FuncSummary {
name: name.to_string(),
file_path: file.to_string(),
lang: "python".to_string(),
param_count: 0,
callees: callees
.iter()
.map(|c| CalleeSite::bare(c.to_string()))
.collect(),
..Default::default()
};
(key, summary)
}
#[test]
fn datastore_carries_callee_span_when_present() {
// When the CFG populates `CalleeSite.span`, the detected datastore
// node's `SourceLocation` must reflect that 1-based `(line, col)`
// — not the legacy `(0, 0)` fallback.
let mut gs = GlobalSummaries::new();
let key = FuncKey::new_function(Lang::Python, "app.py", "init", None);
let mut callee = CalleeSite::bare("psycopg2.connect");
callee.span = Some((42, 13));
let summary = FuncSummary {
name: "init".into(),
file_path: "app.py".into(),
lang: "python".into(),
param_count: 0,
callees: vec![callee],
..Default::default()
};
gs.insert(key, summary);
let nodes = detect_data_stores(&gs);
assert_eq!(nodes.len(), 1);
let SurfaceNode::DataStore(ds) = &nodes[0] else {
panic!()
};
assert_eq!(ds.location.line, 42);
assert_eq!(ds.location.col, 13);
}
#[test]
fn detects_psycopg2_connect() {
let mut gs = GlobalSummaries::new();
let (k, s) = summary_with_callees("init", "app.py", &["psycopg2.connect"]);
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::Sql);
assert_eq!(ds.label, "PostgreSQL (psycopg2)");
}
#[test]
fn detects_gorm_open() {
let mut gs = GlobalSummaries::new();
let (k, s) = summary_with_callees("init", "main.go", &["gorm.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.label, "GORM");
}
#[test]
fn dedup_collapses_repeats_in_same_file() {
let mut gs = GlobalSummaries::new();
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());
}
}