feat(pipeline): unified run_target execution behind UNIFIED_PIPELINE (#145)
CI / Check (push) Has been skipped
CI / Detect Changes (push) Successful in 3s
CI / Deploy Agent (push) Successful in 3m47s
CI / Deploy Dashboard (push) Failing after 4m28s
CI / Deploy Docs (push) Has been skipped
CI / Deploy MCP (push) Failing after 5s
CI / Check (push) Has been skipped
CI / Detect Changes (push) Successful in 3s
CI / Deploy Agent (push) Successful in 3m47s
CI / Deploy Dashboard (push) Failing after 4m28s
CI / Deploy Docs (push) Has been skipped
CI / Deploy MCP (push) Failing after 5s
This commit was merged in pull request #145.
This commit is contained in:
@@ -63,7 +63,11 @@ impl ComplianceAgent {
|
||||
let db = self.db_pool.for_tenant_id(tenant_id).await?;
|
||||
let orchestrator =
|
||||
PipelineOrchestrator::new(self.config.clone(), db, self.llm.clone(), self.http.clone());
|
||||
orchestrator.run(repo_id, trigger).await
|
||||
if self.config.unified_pipeline {
|
||||
orchestrator.run_target(repo_id, trigger).await
|
||||
} else {
|
||||
orchestrator.run(repo_id, trigger).await
|
||||
}
|
||||
}
|
||||
|
||||
/// Run a PR review: scan the diff and post review comments.
|
||||
|
||||
@@ -47,6 +47,9 @@ pub fn load_config() -> Result<AgentConfig, AgentError> {
|
||||
.unwrap_or_else(|| "/tmp/compliance-scanner/repos".to_string()),
|
||||
artifact_store_base_path: env_var_opt("ARTIFACT_STORE_BASE_PATH")
|
||||
.unwrap_or_else(|| "/data/compliance-scanner/artifacts".to_string()),
|
||||
unified_pipeline: env_var_opt("UNIFIED_PIPELINE")
|
||||
.map(|v| v == "1" || v.eq_ignore_ascii_case("true"))
|
||||
.unwrap_or(false),
|
||||
ssh_key_path: env_var_opt("SSH_KEY_PATH")
|
||||
.unwrap_or_else(|| "/data/compliance-scanner/ssh/id_ed25519".to_string()),
|
||||
keycloak_url: env_var_opt("KEYCLOAK_URL"),
|
||||
|
||||
@@ -342,6 +342,7 @@ mod tests {
|
||||
pentest_imap_password: None,
|
||||
admin_api_token: None,
|
||||
tenant_registry_url: None,
|
||||
unified_pipeline: false,
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
@@ -8,6 +8,7 @@ mod issue_creation;
|
||||
pub mod lint;
|
||||
pub mod orchestrator;
|
||||
pub mod patterns;
|
||||
pub mod plan;
|
||||
mod pr_review;
|
||||
pub mod sbom;
|
||||
pub mod semgrep;
|
||||
|
||||
@@ -15,6 +15,7 @@ use crate::pipeline::git::GitOps;
|
||||
use crate::pipeline::gitleaks::GitleaksScanner;
|
||||
use crate::pipeline::lint::LintScanner;
|
||||
use crate::pipeline::patterns::{GdprPatternScanner, OAuthPatternScanner};
|
||||
use crate::pipeline::plan::build_scan_plan;
|
||||
use crate::pipeline::sbom::SbomScanner;
|
||||
use crate::pipeline::semgrep::SemgrepScanner;
|
||||
|
||||
@@ -419,6 +420,149 @@ impl PipelineOrchestrator {
|
||||
Ok(new_count)
|
||||
}
|
||||
|
||||
/// Unified entry point (behind `UNIFIED_PIPELINE`): run a scan for an
|
||||
/// `OnboardedTarget`. Mirrors [`Self::run`] but sources the target from
|
||||
/// `onboarded_targets` and dispatches by the scan plan.
|
||||
#[tracing::instrument(skip_all, fields(target_id = %target_id, trigger = ?trigger))]
|
||||
pub async fn run_target(
|
||||
&self,
|
||||
target_id: &str,
|
||||
trigger: ScanTrigger,
|
||||
) -> Result<(), AgentError> {
|
||||
let oid = mongodb::bson::oid::ObjectId::parse_str(target_id)
|
||||
.map_err(|e| AgentError::Other(e.to_string()))?;
|
||||
let target = self
|
||||
.db
|
||||
.onboarded_targets()
|
||||
.find_one(doc! { "_id": oid })
|
||||
.await?
|
||||
.ok_or_else(|| AgentError::Other(format!("Onboarded target {target_id} not found")))?;
|
||||
|
||||
let scan_run = ScanRun::new(target_id.to_string(), trigger);
|
||||
let insert = self.db.scan_runs().insert_one(&scan_run).await?;
|
||||
let scan_run_id = insert
|
||||
.inserted_id
|
||||
.as_object_id()
|
||||
.map(|id| id.to_hex())
|
||||
.unwrap_or_default();
|
||||
|
||||
let result = self.run_target_pipeline(&target, &scan_run_id).await;
|
||||
match &result {
|
||||
Ok(count) => {
|
||||
self.db
|
||||
.scan_runs()
|
||||
.update_one(
|
||||
doc! { "_id": &insert.inserted_id },
|
||||
doc! { "$set": {
|
||||
"status": "completed",
|
||||
"current_phase": "completed",
|
||||
"new_findings_count": *count as i64,
|
||||
"completed_at": mongodb::bson::DateTime::now(),
|
||||
} },
|
||||
)
|
||||
.await?;
|
||||
}
|
||||
Err(e) => {
|
||||
tracing::error!(target_id, error = %e, "Unified scan pipeline failed");
|
||||
self.db
|
||||
.scan_runs()
|
||||
.update_one(
|
||||
doc! { "_id": &insert.inserted_id },
|
||||
doc! { "$set": {
|
||||
"status": "failed",
|
||||
"error_message": e.to_string(),
|
||||
"completed_at": mongodb::bson::DateTime::now(),
|
||||
} },
|
||||
)
|
||||
.await?;
|
||||
}
|
||||
}
|
||||
result.map(|_| ())
|
||||
}
|
||||
|
||||
/// Run the applicable scans for a target. For a code target this reuses the
|
||||
/// full legacy pipeline over the code artifact (clone → SAST umbrella →
|
||||
/// triage → persist → issues → DAST); firmware/PLC/mobile scanners are
|
||||
/// follow-ups (#128/#129/#130). Returns the number of new findings.
|
||||
async fn run_target_pipeline(
|
||||
&self,
|
||||
target: &OnboardedTarget,
|
||||
scan_run_id: &str,
|
||||
) -> Result<u32, AgentError> {
|
||||
let target_id = target.id.map(|id| id.to_hex()).unwrap_or_default();
|
||||
let plan = build_scan_plan(target);
|
||||
tracing::info!(
|
||||
target_id = %target_id,
|
||||
target_type = %target.target_type,
|
||||
planned_steps = plan.steps.len(),
|
||||
"Unified pipeline: scan plan built"
|
||||
);
|
||||
|
||||
match target.code_artifact() {
|
||||
Some(code) if code.kind == ArtifactKind::GitRepo => {
|
||||
let repo = repo_view_from_target(target, code);
|
||||
let new_count = self.run_pipeline(&repo, scan_run_id).await?;
|
||||
self.finalize_target(target, &repo, new_count).await?;
|
||||
Ok(new_count)
|
||||
}
|
||||
Some(_) => {
|
||||
tracing::warn!(
|
||||
target_id = %target_id,
|
||||
"Unified pipeline: source-archive scanning not yet wired; skipping"
|
||||
);
|
||||
Ok(0)
|
||||
}
|
||||
None => {
|
||||
// No code to scan. Firmware/PLC/mobile static scanners land in
|
||||
// #128/#129/#130; DAST for a running URL still works when a
|
||||
// DastTarget row exists (migrated targets).
|
||||
tracing::info!(
|
||||
target_id = %target_id,
|
||||
"Unified pipeline: no code artifact; attempting DAST only"
|
||||
);
|
||||
self.update_phase(scan_run_id, "dast_scanning").await;
|
||||
self.maybe_trigger_dast(&target_id, scan_run_id).await;
|
||||
Ok(0)
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
/// Sync the onboarded-target document after a scan: bump `findings_count`
|
||||
/// and advance the git artifact's `last_scanned_commit` watermark.
|
||||
async fn finalize_target(
|
||||
&self,
|
||||
target: &OnboardedTarget,
|
||||
repo: &TrackedRepository,
|
||||
new_count: u32,
|
||||
) -> Result<(), AgentError> {
|
||||
let oid = match target.id {
|
||||
Some(id) => id,
|
||||
None => return Ok(()),
|
||||
};
|
||||
self.db
|
||||
.onboarded_targets()
|
||||
.update_one(
|
||||
doc! { "_id": oid },
|
||||
doc! {
|
||||
"$inc": { "findings_count": new_count as i64 },
|
||||
"$set": { "updated_at": mongodb::bson::DateTime::now() },
|
||||
},
|
||||
)
|
||||
.await?;
|
||||
|
||||
let repo_path = std::path::Path::new(&self.config.git_clone_base_path).join(&repo.name);
|
||||
if let (Ok(sha), Some(code)) = (GitOps::get_head_sha(&repo_path), target.code_artifact()) {
|
||||
self.db
|
||||
.onboarded_targets()
|
||||
.update_one(
|
||||
doc! { "_id": oid, "artifacts.id": &code.id },
|
||||
doc! { "$set": { "artifacts.$.git.last_scanned_commit": sha } },
|
||||
)
|
||||
.await?;
|
||||
}
|
||||
Ok(())
|
||||
}
|
||||
|
||||
pub(super) async fn update_phase(&self, scan_run_id: &str, phase: &str) {
|
||||
if let Ok(oid) = mongodb::bson::oid::ObjectId::parse_str(scan_run_id) {
|
||||
let _ = self
|
||||
@@ -436,6 +580,37 @@ impl PipelineOrchestrator {
|
||||
}
|
||||
}
|
||||
|
||||
/// Build a legacy `TrackedRepository` view from an onboarded target's code
|
||||
/// artifact, so the unified pipeline can reuse the existing repo pipeline. The
|
||||
/// inverse of the migration's `repo_to_target`. `_id` is preserved so findings
|
||||
/// and DAST lookups resolve against the same key.
|
||||
fn repo_view_from_target(target: &OnboardedTarget, code: &Artifact) -> TrackedRepository {
|
||||
let mut repo = TrackedRepository::new(target.name.clone(), code.source_ref.clone());
|
||||
repo.id = target.id;
|
||||
if let Some(git) = &code.git {
|
||||
repo.default_branch = git.default_branch.clone();
|
||||
repo.last_scanned_commit = git.last_scanned_commit.clone();
|
||||
repo.local_path = git.local_path.clone();
|
||||
}
|
||||
if let Some(auth) = &code.auth {
|
||||
repo.auth_token = auth.secret.clone();
|
||||
repo.auth_username = auth.username.clone();
|
||||
}
|
||||
if let Some(it) = &target.scan_config.issue_tracker {
|
||||
repo.tracker_type = it.tracker_type.clone();
|
||||
repo.tracker_owner = it.owner.clone();
|
||||
repo.tracker_repo = it.repo.clone();
|
||||
repo.tracker_token = it.token.clone();
|
||||
}
|
||||
repo.scan_schedule = target.scan_schedule.clone();
|
||||
repo.webhook_enabled = target.webhook_enabled;
|
||||
repo.webhook_secret = target.webhook_secret.clone();
|
||||
repo.findings_count = target.findings_count;
|
||||
repo.created_at = target.created_at;
|
||||
repo.updated_at = target.updated_at;
|
||||
repo
|
||||
}
|
||||
|
||||
/// Extract the scheme + host from a git URL.
|
||||
/// e.g. "https://gitea.example.com/owner/repo.git" -> "https://gitea.example.com"
|
||||
/// e.g. "ssh://git@gitea.example.com:22/owner/repo.git" -> "https://gitea.example.com"
|
||||
@@ -460,3 +635,50 @@ pub(super) fn extract_base_url(git_url: &str) -> Option<String> {
|
||||
None
|
||||
}
|
||||
}
|
||||
|
||||
#[cfg(test)]
|
||||
#[allow(clippy::expect_used, clippy::unwrap_used)]
|
||||
mod tests {
|
||||
use super::*;
|
||||
use compliance_core::models::{
|
||||
Artifact, ArtifactAuth, IssueTrackerConfig, TargetType, TrackerType,
|
||||
};
|
||||
|
||||
#[test]
|
||||
fn repo_view_preserves_id_git_auth_and_tracker() {
|
||||
let mut target = OnboardedTarget::new("acme".to_string(), TargetType::WebApp);
|
||||
target.id = Some(mongodb::bson::oid::ObjectId::new());
|
||||
target.findings_count = 3;
|
||||
target.scan_config.issue_tracker = Some(IssueTrackerConfig {
|
||||
tracker_type: Some(TrackerType::Gitea),
|
||||
owner: Some("acme".to_string()),
|
||||
repo: Some("web".to_string()),
|
||||
token: Some("tt".to_string()),
|
||||
});
|
||||
|
||||
let mut artifact = Artifact::git_repo("https://git/acme.git", "develop");
|
||||
if let Some(git) = artifact.git.as_mut() {
|
||||
git.last_scanned_commit = Some("abc123".to_string());
|
||||
}
|
||||
artifact.auth = Some(ArtifactAuth {
|
||||
method: "token".to_string(),
|
||||
username: Some("bob".to_string()),
|
||||
secret: Some("pat".to_string()),
|
||||
..Default::default()
|
||||
});
|
||||
target.artifacts.push(artifact);
|
||||
|
||||
let code = target.code_artifact().expect("code artifact");
|
||||
let repo = repo_view_from_target(&target, code);
|
||||
|
||||
assert_eq!(repo.id, target.id); // preserved
|
||||
assert_eq!(repo.git_url, "https://git/acme.git");
|
||||
assert_eq!(repo.default_branch, "develop");
|
||||
assert_eq!(repo.last_scanned_commit.as_deref(), Some("abc123"));
|
||||
assert_eq!(repo.auth_token.as_deref(), Some("pat"));
|
||||
assert_eq!(repo.auth_username.as_deref(), Some("bob"));
|
||||
assert_eq!(repo.tracker_type, Some(TrackerType::Gitea));
|
||||
assert_eq!(repo.tracker_owner.as_deref(), Some("acme"));
|
||||
assert_eq!(repo.findings_count, 3);
|
||||
}
|
||||
}
|
||||
|
||||
@@ -0,0 +1,195 @@
|
||||
//! The scan plan.
|
||||
//!
|
||||
//! [`build_scan_plan`] turns an [`OnboardedTarget`] into the concrete ordered
|
||||
//! list of scans to run, each bound to the artifact it consumes. It intersects
|
||||
//! the scan-applicability matrix ([`applicable_scans`]) with the target's
|
||||
//! `scan_config` overrides: a scan runs when its required artifact is present and
|
||||
//! it is either on by default or explicitly enabled, and is not explicitly
|
||||
//! disabled. This is the decision engine the unified pipeline (`run_target`)
|
||||
//! executes.
|
||||
|
||||
use compliance_core::models::{Artifact, ArtifactKind, OnboardedTarget, ScanPhase, ScanType};
|
||||
use compliance_core::scan_matrix::applicable_scans;
|
||||
|
||||
/// One scan to run, bound to the artifact it operates on.
|
||||
#[derive(Debug, Clone, PartialEq)]
|
||||
pub struct ScanStep {
|
||||
/// The scan to run.
|
||||
pub scan_type: ScanType,
|
||||
/// The pipeline phase to report while it runs.
|
||||
pub phase: ScanPhase,
|
||||
/// The id of the artifact this scan consumes ([`Artifact::id`]).
|
||||
pub artifact_id: String,
|
||||
}
|
||||
|
||||
/// The ordered set of scans to run for a target.
|
||||
#[derive(Debug, Clone, Default, PartialEq)]
|
||||
pub struct ScanPlan {
|
||||
/// The scans, in matrix order.
|
||||
pub steps: Vec<ScanStep>,
|
||||
}
|
||||
|
||||
impl ScanPlan {
|
||||
/// Whether the plan contains a step for the given scan type.
|
||||
pub fn has(&self, scan: ScanType) -> bool {
|
||||
self.steps.iter().any(|s| s.scan_type == scan)
|
||||
}
|
||||
|
||||
/// Whether the plan is empty (nothing to run).
|
||||
pub fn is_empty(&self) -> bool {
|
||||
self.steps.is_empty()
|
||||
}
|
||||
}
|
||||
|
||||
/// Build the scan plan for a target: matrix defaults ∩ `scan_config`, each scan
|
||||
/// bound to the artifact it consumes. Scans whose required artifact is absent, or
|
||||
/// that are disabled, or off-by-default and not explicitly enabled, are dropped.
|
||||
pub fn build_scan_plan(target: &OnboardedTarget) -> ScanPlan {
|
||||
let enabled = &target.scan_config.enabled_scans;
|
||||
let disabled = &target.scan_config.disabled_scans;
|
||||
|
||||
let mut steps = Vec::new();
|
||||
for option in applicable_scans(target) {
|
||||
// Required artifact missing → not runnable.
|
||||
if option.blocked_reason.is_some() {
|
||||
continue;
|
||||
}
|
||||
// Explicit opt-out wins.
|
||||
if disabled.contains(&option.scan) {
|
||||
continue;
|
||||
}
|
||||
// Run if on by default, or explicitly enabled.
|
||||
if !option.default_on && !enabled.contains(&option.scan) {
|
||||
continue;
|
||||
}
|
||||
let Some(artifact) = resolve_artifact(target, option.required_artifact) else {
|
||||
continue;
|
||||
};
|
||||
steps.push(ScanStep {
|
||||
scan_type: option.scan,
|
||||
phase: phase_for(option.scan),
|
||||
artifact_id: artifact.id.clone(),
|
||||
});
|
||||
}
|
||||
ScanPlan { steps }
|
||||
}
|
||||
|
||||
/// Resolve the artifact a scan consumes. A "code" requirement (represented by
|
||||
/// `GitRepo`) is satisfied by a git repo *or* a source archive.
|
||||
fn resolve_artifact(target: &OnboardedTarget, required: Option<ArtifactKind>) -> Option<&Artifact> {
|
||||
match required {
|
||||
Some(ArtifactKind::GitRepo) => target.code_artifact(),
|
||||
Some(kind) => target.first_of(kind),
|
||||
None => target.code_artifact().or_else(|| target.artifacts.first()),
|
||||
}
|
||||
}
|
||||
|
||||
/// The pipeline phase reported while a given scan runs.
|
||||
fn phase_for(scan: ScanType) -> ScanPhase {
|
||||
match scan {
|
||||
ScanType::Sast => ScanPhase::Sast,
|
||||
ScanType::Sbom => ScanPhase::SbomGeneration,
|
||||
ScanType::Cve => ScanPhase::CveScanning,
|
||||
ScanType::Gdpr | ScanType::OAuth => ScanPhase::PatternScanning,
|
||||
ScanType::SecretDetection => ScanPhase::SecretDetection,
|
||||
ScanType::Lint => ScanPhase::LintScanning,
|
||||
ScanType::CodeReview => ScanPhase::CodeReview,
|
||||
ScanType::Graph => ScanPhase::GraphBuilding,
|
||||
ScanType::Dast => ScanPhase::DastScanning,
|
||||
ScanType::FirmwareStatic => ScanPhase::FirmwareStatic,
|
||||
ScanType::PlcControlLogic => ScanPhase::PlcAnalysis,
|
||||
ScanType::MobileStatic => ScanPhase::MobileStatic,
|
||||
ScanType::ContainerScan => ScanPhase::ContainerScan,
|
||||
}
|
||||
}
|
||||
|
||||
#[cfg(test)]
|
||||
#[allow(clippy::expect_used, clippy::unwrap_used)]
|
||||
mod tests {
|
||||
use super::*;
|
||||
use compliance_core::models::{PlcFormat, TargetType};
|
||||
|
||||
fn target(target_type: TargetType, artifacts: Vec<Artifact>) -> OnboardedTarget {
|
||||
let mut t = OnboardedTarget::new("t".to_string(), target_type);
|
||||
t.artifacts = artifacts;
|
||||
t
|
||||
}
|
||||
|
||||
fn step_for<'a>(plan: &'a ScanPlan, scan: ScanType) -> Option<&'a ScanStep> {
|
||||
plan.steps.iter().find(|s| s.scan_type == scan)
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn webapp_with_code_and_url_runs_sast_and_dast_bound_to_the_right_artifacts() {
|
||||
let code = Artifact::git_repo("https://git/x", "main");
|
||||
let url = Artifact::live_url("https://x");
|
||||
let (code_id, url_id) = (code.id.clone(), url.id.clone());
|
||||
let t = target(TargetType::WebApp, vec![code, url]);
|
||||
|
||||
let plan = build_scan_plan(&t);
|
||||
let sast = step_for(&plan, ScanType::Sast).expect("sast planned");
|
||||
assert_eq!(sast.artifact_id, code_id);
|
||||
assert_eq!(sast.phase, ScanPhase::Sast);
|
||||
let dast = step_for(&plan, ScanType::Dast).expect("dast planned");
|
||||
assert_eq!(dast.artifact_id, url_id);
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn webapp_without_url_omits_dast() {
|
||||
let t = target(TargetType::WebApp, vec![Artifact::git_repo("u", "main")]);
|
||||
let plan = build_scan_plan(&t);
|
||||
assert!(plan.has(ScanType::Sast));
|
||||
assert!(!plan.has(ScanType::Dast));
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn code_scan_binds_to_source_archive_when_no_git_repo() {
|
||||
let arc = Artifact::source_archive("src.zip");
|
||||
let arc_id = arc.id.clone();
|
||||
let t = target(TargetType::BackendService, vec![arc]);
|
||||
let plan = build_scan_plan(&t);
|
||||
let sast = step_for(&plan, ScanType::Sast).expect("sast planned");
|
||||
assert_eq!(sast.artifact_id, arc_id);
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn firmware_sbom_and_cve_bind_to_the_firmware_image() {
|
||||
let fw = Artifact::firmware_image("fw.bin");
|
||||
let fw_id = fw.id.clone();
|
||||
let t = target(TargetType::FirmwareBareMetal, vec![fw]);
|
||||
let plan = build_scan_plan(&t);
|
||||
let sbom = step_for(&plan, ScanType::Sbom).expect("sbom planned");
|
||||
assert_eq!(sbom.artifact_id, fw_id);
|
||||
assert!(step_for(&plan, ScanType::FirmwareStatic).is_some());
|
||||
assert!(!plan.has(ScanType::Dast));
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn plc_plans_only_control_logic() {
|
||||
let plc = Artifact::plc_project("p.xml", PlcFormat::PlcopenXml);
|
||||
let t = target(TargetType::PlcSps, vec![plc]);
|
||||
let plan = build_scan_plan(&t);
|
||||
assert_eq!(plan.steps.len(), 1);
|
||||
assert_eq!(plan.steps[0].scan_type, ScanType::PlcControlLogic);
|
||||
assert_eq!(plan.steps[0].phase, ScanPhase::PlcAnalysis);
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn disabled_scan_is_dropped_and_off_by_default_can_be_enabled() {
|
||||
let mut t = target(TargetType::WebApp, vec![Artifact::git_repo("u", "main")]);
|
||||
t.scan_config.disabled_scans = vec![ScanType::Lint];
|
||||
// CodeReview is off by default for web; enable it explicitly.
|
||||
t.scan_config.enabled_scans = vec![ScanType::CodeReview];
|
||||
let plan = build_scan_plan(&t);
|
||||
assert!(!plan.has(ScanType::Lint));
|
||||
assert!(plan.has(ScanType::CodeReview));
|
||||
assert!(plan.has(ScanType::Sast));
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn no_code_artifact_yields_empty_plan_for_web() {
|
||||
let t = target(TargetType::WebApp, vec![]);
|
||||
let plan = build_scan_plan(&t);
|
||||
assert!(plan.is_empty());
|
||||
}
|
||||
}
|
||||
@@ -70,6 +70,7 @@ impl TestServer {
|
||||
pentest_imap_password: None,
|
||||
admin_api_token: None,
|
||||
tenant_registry_url: None,
|
||||
unified_pipeline: false,
|
||||
};
|
||||
|
||||
let agent = ComplianceAgent::new(config, db_pool);
|
||||
|
||||
Reference in New Issue
Block a user