feat(findings): Improve performance on /findings/metadata, /overviews and filters (#7690)

This commit is contained in:
Víctor Fernández Poyatos
2025-05-12 14:34:37 +02:00
committed by GitHub
parent 7c3a53908b
commit c20f07ced4
25 changed files with 1031 additions and 190 deletions
+8
View File
@@ -2,6 +2,14 @@
All notable changes to the **Prowler API** are documented in this file.
## [v1.8.0] (Prowler UNRELEASED)
### Added
- Added huge improvements to `/findings/metadata` and resource related filters for findings [(#7690)](https://github.com/prowler-cloud/prowler/pull/7690).
- Added improvements to `/overviews` endpoints [(#7690)](https://github.com/prowler-cloud/prowler/pull/7690).
- Added new queue to perform backfill background tasks [(#7690)](https://github.com/prowler-cloud/prowler/pull/7690).
---
## [v1.7.0] (Prowler v5.6.0)
+1 -1
View File
@@ -28,7 +28,7 @@ start_prod_server() {
start_worker() {
echo "Starting the worker..."
poetry run python -m celery -A config.celery worker -l "${DJANGO_LOGGING_LEVEL:-info}" -Q celery,scans,scan-reports,deletion -E --max-tasks-per-child 1
poetry run python -m celery -A config.celery worker -l "${DJANGO_LOGGING_LEVEL:-info}" -Q celery,scans,scan-reports,deletion,backfill -E --max-tasks-per-child 1
}
start_worker_beat() {
+1 -1
View File
@@ -35,7 +35,7 @@ name = "prowler-api"
package-mode = false
# Needed for the SDK compatibility
requires-python = ">=3.11,<3.13"
version = "1.7.0"
version = "1.8.0"
[project.scripts]
celery = "src.backend.config.settings.celery"
+71
View File
@@ -227,6 +227,77 @@ def register_enum(apps, schema_editor, enum_class): # noqa: F841
register_adapter(enum_class, enum_adapter)
def create_index_on_partitions(
apps, # noqa: F841
schema_editor,
parent_table: str,
index_name: str,
columns: str,
method: str = "BTREE",
where: str = "",
):
"""
Create an index on every existing partition of `parent_table`.
Args:
parent_table: The name of the root table (e.g. "findings").
index_name: A short name for the index (will be prefixed per-partition).
columns: The parenthesized column list, e.g. "tenant_id, scan_id, status".
method: The index method—BTREE, GIN, etc. Defaults to BTREE.
where: Optional WHERE clause (without the leading "WHERE"), e.g. "status = 'FAIL'".
"""
with connection.cursor() as cursor:
cursor.execute(
"""
SELECT inhrelid::regclass::text
FROM pg_inherits
WHERE inhparent = %s::regclass
""",
[parent_table],
)
partitions = [row[0] for row in cursor.fetchall()]
where_sql = f" WHERE {where}" if where else ""
for partition in partitions:
idx_name = f"{partition.replace('.', '_')}_{index_name}"
sql = (
f"CREATE INDEX CONCURRENTLY IF NOT EXISTS {idx_name} "
f"ON {partition} USING {method} ({columns})"
f"{where_sql};"
)
schema_editor.execute(sql)
def drop_index_on_partitions(
apps, # noqa: F841
schema_editor,
parent_table: str,
index_name: str,
):
"""
Drop the per-partition indexes that were created by create_index_on_partitions.
Args:
parent_table: The name of the root table (e.g. "findings").
index_name: The same short name used when creating them.
"""
with connection.cursor() as cursor:
cursor.execute(
"""
SELECT inhrelid::regclass::text
FROM pg_inherits
WHERE inhparent = %s::regclass
""",
[parent_table],
)
partitions = [row[0] for row in cursor.fetchall()]
for partition in partitions:
idx_name = f"{partition.replace('.', '_')}_{index_name}"
sql = f"DROP INDEX CONCURRENTLY IF EXISTS {idx_name};"
schema_editor.execute(sql)
# Postgres enum definition for member role
+17 -8
View File
@@ -293,16 +293,16 @@ class FindingFilter(FilterSet):
resources = UUIDInFilter(field_name="resource__id", lookup_expr="in")
region = CharFilter(field_name="resources__region")
region__in = CharInFilter(field_name="resources__region", lookup_expr="in")
region = CharFilter(method="filter_resource_region")
region__in = CharInFilter(field_name="resource_regions", lookup_expr="overlap")
region__icontains = CharFilter(
field_name="resources__region", lookup_expr="icontains"
field_name="resource_regions", lookup_expr="icontains"
)
service = CharFilter(field_name="resources__service")
service__in = CharInFilter(field_name="resources__service", lookup_expr="in")
service = CharFilter(method="filter_resource_service")
service__in = CharInFilter(field_name="resource_services", lookup_expr="overlap")
service__icontains = CharFilter(
field_name="resources__service", lookup_expr="icontains"
field_name="resource_services", lookup_expr="icontains"
)
resource_uid = CharFilter(field_name="resources__uid")
@@ -317,8 +317,8 @@ class FindingFilter(FilterSet):
field_name="resources__name", lookup_expr="icontains"
)
resource_type = CharFilter(field_name="resources__type")
resource_type__in = CharInFilter(field_name="resources__type", lookup_expr="in")
resource_type = CharFilter(method="filter_resource_type")
resource_type__in = CharInFilter(field_name="resource_types", lookup_expr="overlap")
resource_type__icontains = CharFilter(
field_name="resources__type", lookup_expr="icontains"
)
@@ -385,6 +385,15 @@ class FindingFilter(FilterSet):
},
}
def filter_resource_type(self, queryset, name, value):
return queryset.filter(resource_types__contains=[value])
def filter_resource_region(self, queryset, name, value):
return queryset.filter(resource_regions__contains=[value])
def filter_resource_service(self, queryset, name, value):
return queryset.filter(resource_services__contains=[value])
def filter_queryset(self, queryset):
if not (self.data.get("scan") or self.data.get("scan__in")) and not (
self.data.get("inserted_at")
@@ -12,6 +12,7 @@ from api.models import (
Provider,
Resource,
ResourceFindingMapping,
ResourceScanSummary,
Scan,
StatusChoices,
)
@@ -133,6 +134,7 @@ class Command(BaseCommand):
region=random.choice(possible_regions),
service=random.choice(possible_services),
type=random.choice(possible_types),
inserted_at="2024-10-01T00:00:00Z",
)
)
@@ -181,6 +183,10 @@ class Command(BaseCommand):
"servicename": assigned_resource.service,
"resourcetype": assigned_resource.type,
},
resource_types=[assigned_resource.type],
resource_regions=[assigned_resource.region],
resource_services=[assigned_resource.service],
inserted_at="2024-10-01T00:00:00Z",
)
)
@@ -197,12 +203,22 @@ class Command(BaseCommand):
# Create ResourceFindingMapping
mappings = []
for index, f in enumerate(findings):
scan_resource_cache: set[tuple] = set()
for index, finding_instance in enumerate(findings):
resource_instance = resources[findings_resources_mapping[index]]
mappings.append(
ResourceFindingMapping(
tenant_id=tenant_id,
resource=resources[findings_resources_mapping[index]],
finding=f,
resource=resource_instance,
finding=finding_instance,
)
)
scan_resource_cache.add(
(
str(resource_instance.id),
resource_instance.service,
resource_instance.region,
resource_instance.type,
)
)
@@ -220,6 +236,38 @@ class Command(BaseCommand):
"Resource-finding mappings created successfully.\n\n"
)
)
with rls_transaction(tenant_id):
scan.progress = 99
scan.save()
self.stdout.write(self.style.WARNING("Creating finding filter values..."))
resource_scan_summaries = [
ResourceScanSummary(
tenant_id=tenant_id,
scan_id=str(scan.id),
resource_id=resource_id,
service=service,
region=region,
resource_type=resource_type,
)
for resource_id, service, region, resource_type in scan_resource_cache
]
num_batches = ceil(len(resource_scan_summaries) / batch_size)
with rls_transaction(tenant_id):
for i in tqdm(
range(0, len(resource_scan_summaries), batch_size),
total=num_batches,
):
with rls_transaction(tenant_id):
ResourceScanSummary.objects.bulk_create(
resource_scan_summaries[i : i + batch_size],
ignore_conflicts=True,
)
self.stdout.write(
self.style.SUCCESS("Finding filter values created successfully.\n\n")
)
except Exception as e:
self.stdout.write(self.style.ERROR(f"Failed to populate test data: {e}"))
scan_state = "failed"
@@ -0,0 +1,81 @@
# Generated by Django 5.1.7 on 2025-05-05 10:01
import uuid
import django.db.models.deletion
import uuid6
from django.db import migrations, models
import api.rls
class Migration(migrations.Migration):
dependencies = [
("api", "0017_m365_provider"),
]
operations = [
migrations.CreateModel(
name="ResourceScanSummary",
fields=[
(
"id",
models.BigAutoField(
auto_created=True,
primary_key=True,
serialize=False,
verbose_name="ID",
),
),
("scan_id", models.UUIDField(db_index=True, default=uuid6.uuid7)),
("resource_id", models.UUIDField(db_index=True, default=uuid.uuid4)),
("service", models.CharField(max_length=100)),
("region", models.CharField(max_length=100)),
("resource_type", models.CharField(max_length=100)),
(
"tenant",
models.ForeignKey(
on_delete=django.db.models.deletion.CASCADE, to="api.tenant"
),
),
],
options={
"db_table": "resource_scan_summaries",
"indexes": [
models.Index(
fields=["tenant_id", "scan_id", "service"],
name="rss_tenant_scan_svc_idx",
),
models.Index(
fields=["tenant_id", "scan_id", "region"],
name="rss_tenant_scan_reg_idx",
),
models.Index(
fields=["tenant_id", "scan_id", "resource_type"],
name="rss_tenant_scan_type_idx",
),
models.Index(
fields=["tenant_id", "scan_id", "region", "service"],
name="rss_tenant_scan_reg_svc_idx",
),
models.Index(
fields=["tenant_id", "scan_id", "service", "resource_type"],
name="rss_tenant_scan_svc_type_idx",
),
models.Index(
fields=["tenant_id", "scan_id", "region", "resource_type"],
name="rss_tenant_scan_reg_type_idx",
),
],
"unique_together": {("tenant_id", "scan_id", "resource_id")},
},
),
migrations.AddConstraint(
model_name="resourcescansummary",
constraint=api.rls.RowLevelSecurityConstraint(
"tenant_id",
name="rls_on_resourcescansummary",
statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
),
),
]
@@ -0,0 +1,42 @@
import django.contrib.postgres.fields
import django.contrib.postgres.indexes
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
("api", "0018_resource_scan_summaries"),
]
operations = [
migrations.AddField(
model_name="finding",
name="resource_regions",
field=django.contrib.postgres.fields.ArrayField(
base_field=models.CharField(max_length=100),
blank=True,
null=True,
size=None,
),
),
migrations.AddField(
model_name="finding",
name="resource_services",
field=django.contrib.postgres.fields.ArrayField(
base_field=models.CharField(max_length=100),
blank=True,
null=True,
size=None,
),
),
migrations.AddField(
model_name="finding",
name="resource_types",
field=django.contrib.postgres.fields.ArrayField(
base_field=models.CharField(max_length=100),
blank=True,
null=True,
size=None,
),
),
]
@@ -0,0 +1,86 @@
from functools import partial
from django.db import migrations
from api.db_utils import create_index_on_partitions, drop_index_on_partitions
class Migration(migrations.Migration):
atomic = False
dependencies = [
("api", "0019_finding_denormalize_resource_fields"),
]
operations = [
migrations.RunPython(
partial(
create_index_on_partitions,
parent_table="findings",
index_name="gin_find_service_idx",
columns="resource_services",
method="GIN",
),
reverse_code=partial(
drop_index_on_partitions,
parent_table="findings",
index_name="gin_find_service_idx",
),
),
migrations.RunPython(
partial(
create_index_on_partitions,
parent_table="findings",
index_name="gin_find_region_idx",
columns="resource_regions",
method="GIN",
),
reverse_code=partial(
drop_index_on_partitions,
parent_table="findings",
index_name="gin_find_region_idx",
),
),
migrations.RunPython(
partial(
create_index_on_partitions,
parent_table="findings",
index_name="gin_find_rtype_idx",
columns="resource_types",
method="GIN",
),
reverse_code=partial(
drop_index_on_partitions,
parent_table="findings",
index_name="gin_find_rtype_idx",
),
),
migrations.RunPython(
partial(
drop_index_on_partitions,
parent_table="findings",
index_name="findings_uid_idx",
),
reverse_code=partial(
create_index_on_partitions,
parent_table="findings",
index_name="findings_uid_idx",
columns="uid",
method="BTREE",
),
),
migrations.RunPython(
partial(
drop_index_on_partitions,
parent_table="findings",
index_name="findings_filter_idx",
),
reverse_code=partial(
create_index_on_partitions,
parent_table="findings",
index_name="findings_filter_idx",
columns="scan_id, impact, severity, status, check_id, delta",
method="BTREE",
),
),
]
@@ -0,0 +1,37 @@
import django.contrib.postgres.indexes
from django.db import migrations
class Migration(migrations.Migration):
dependencies = [
("api", "0020_findings_new_performance_indexes_partitions"),
]
operations = [
migrations.AddIndex(
model_name="finding",
index=django.contrib.postgres.indexes.GinIndex(
fields=["resource_services"], name="gin_find_service_idx"
),
),
migrations.AddIndex(
model_name="finding",
index=django.contrib.postgres.indexes.GinIndex(
fields=["resource_regions"], name="gin_find_region_idx"
),
),
migrations.AddIndex(
model_name="finding",
index=django.contrib.postgres.indexes.GinIndex(
fields=["resource_types"], name="gin_find_rtype_idx"
),
),
migrations.RemoveIndex(
model_name="finding",
name="findings_uid_idx",
),
migrations.RemoveIndex(
model_name="finding",
name="findings_filter_idx",
),
]
@@ -0,0 +1,38 @@
# Generated by Django 5.1.8 on 2025-05-12 10:04
from django.contrib.postgres.operations import AddIndexConcurrently
from django.db import migrations, models
class Migration(migrations.Migration):
atomic = False
dependencies = [
("api", "0021_findings_new_performance_indexes_parent"),
("django_celery_beat", "0019_alter_periodictasks_options"),
]
operations = [
AddIndexConcurrently(
model_name="scan",
index=models.Index(
condition=models.Q(("state", "completed")),
fields=["tenant_id", "provider_id", "state", "-inserted_at"],
name="scans_prov_state_ins_desc_idx",
),
),
AddIndexConcurrently(
model_name="scansummary",
index=models.Index(
fields=["tenant_id", "scan_id", "service"],
name="ss_tenant_scan_service_idx",
),
),
AddIndexConcurrently(
model_name="scansummary",
index=models.Index(
fields=["tenant_id", "scan_id", "severity"],
name="ss_tenant_scan_severity_idx",
),
),
]
@@ -0,0 +1,28 @@
# Generated by Django 5.1.8 on 2025-05-12 10:18
from django.contrib.postgres.operations import AddIndexConcurrently
from django.db import migrations, models
class Migration(migrations.Migration):
atomic = False
dependencies = [
("api", "0022_scan_summaries_performance_indexes"),
]
operations = [
AddIndexConcurrently(
model_name="resource",
index=models.Index(
fields=["tenant_id", "id"], name="resources_tenant_id_idx"
),
),
AddIndexConcurrently(
model_name="resource",
index=models.Index(
fields=["tenant_id", "provider_id"],
name="resources_tenant_provider_idx",
),
),
]
+105 -15
View File
@@ -5,6 +5,7 @@ from uuid import UUID, uuid4
from cryptography.fernet import Fernet
from django.conf import settings
from django.contrib.auth.models import AbstractBaseUser
from django.contrib.postgres.fields import ArrayField
from django.contrib.postgres.indexes import GinIndex
from django.contrib.postgres.search import SearchVector, SearchVectorField
from django.core.validators import MinLengthValidator
@@ -447,6 +448,11 @@ class Scan(RowLevelSecurityProtectedModel):
fields=["tenant_id", "provider_id", "state", "inserted_at"],
name="scans_prov_state_insert_idx",
),
models.Index(
fields=["tenant_id", "provider_id", "state", "-inserted_at"],
condition=Q(state=StateChoices.COMPLETED),
name="scans_prov_state_ins_desc_idx",
),
]
class JSONAPIMeta:
@@ -573,6 +579,11 @@ class Resource(RowLevelSecurityProtectedModel):
name="resource_tenant_metadata_idx",
),
GinIndex(fields=["text_search"], name="gin_resources_search_idx"),
models.Index(fields=["tenant_id", "id"], name="resources_tenant_id_idx"),
models.Index(
fields=["tenant_id", "provider_id"],
name="resources_tenant_provider_idx",
),
]
constraints = [
@@ -673,6 +684,21 @@ class Finding(PostgresPartitionedModel, RowLevelSecurityProtectedModel):
muted = models.BooleanField(default=False, null=False)
compliance = models.JSONField(default=dict, null=True, blank=True)
# Denormalize resource data for performance
resource_regions = ArrayField(
models.CharField(max_length=100), blank=True, null=True
)
resource_services = ArrayField(
models.CharField(max_length=100),
blank=True,
null=True,
)
resource_types = ArrayField(
models.CharField(max_length=100),
blank=True,
null=True,
)
# Relationships
scan = models.ForeignKey(to=Scan, related_name="findings", on_delete=models.CASCADE)
@@ -713,18 +739,6 @@ class Finding(PostgresPartitionedModel, RowLevelSecurityProtectedModel):
]
indexes = [
models.Index(fields=["uid"], name="findings_uid_idx"),
models.Index(
fields=[
"scan_id",
"impact",
"severity",
"status",
"check_id",
"delta",
],
name="findings_filter_idx",
),
models.Index(fields=["tenant_id", "id"], name="findings_tenant_and_id_idx"),
GinIndex(fields=["text_search"], name="gin_findings_search_idx"),
models.Index(fields=["tenant_id", "scan_id"], name="find_tenant_scan_idx"),
@@ -736,19 +750,38 @@ class Finding(PostgresPartitionedModel, RowLevelSecurityProtectedModel):
condition=Q(delta="new"),
name="find_delta_new_idx",
),
GinIndex(fields=["resource_services"], name="gin_find_service_idx"),
GinIndex(fields=["resource_regions"], name="gin_find_region_idx"),
GinIndex(fields=["resource_types"], name="gin_find_rtype_idx"),
]
class JSONAPIMeta:
resource_name = "findings"
def add_resources(self, resources: list[Resource] | None):
# Add new relationships with the tenant_id field
if not resources:
return
self.resource_regions = self.resource_regions or []
self.resource_services = self.resource_services or []
self.resource_types = self.resource_types or []
# Deduplication
regions = set(self.resource_regions)
services = set(self.resource_services)
types = set(self.resource_types)
for resource in resources:
ResourceFindingMapping.objects.update_or_create(
resource=resource, finding=self, tenant_id=self.tenant_id
)
regions.add(resource.region)
services.add(resource.service)
types.add(resource.type)
# Save the instance
self.resource_regions = list(regions)
self.resource_services = list(services)
self.resource_types = list(types)
self.save()
@@ -1150,7 +1183,15 @@ class ScanSummary(RowLevelSecurityProtectedModel):
models.Index(
fields=["tenant_id", "scan_id"],
name="scan_summaries_tenant_scan_idx",
)
),
models.Index(
fields=["tenant_id", "scan_id", "service"],
name="ss_tenant_scan_service_idx",
),
models.Index(
fields=["tenant_id", "scan_id", "severity"],
name="ss_tenant_scan_severity_idx",
),
]
class JSONAPIMeta:
@@ -1232,3 +1273,52 @@ class IntegrationProviderRelationship(RowLevelSecurityProtectedModel):
statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
),
]
class ResourceScanSummary(RowLevelSecurityProtectedModel):
scan_id = models.UUIDField(default=uuid7, db_index=True)
resource_id = models.UUIDField(default=uuid4, db_index=True)
service = models.CharField(max_length=100)
region = models.CharField(max_length=100)
resource_type = models.CharField(max_length=100)
class Meta:
db_table = "resource_scan_summaries"
unique_together = (("tenant_id", "scan_id", "resource_id"),)
indexes = [
# Single-dimension lookups:
models.Index(
fields=["tenant_id", "scan_id", "service"],
name="rss_tenant_scan_svc_idx",
),
models.Index(
fields=["tenant_id", "scan_id", "region"],
name="rss_tenant_scan_reg_idx",
),
models.Index(
fields=["tenant_id", "scan_id", "resource_type"],
name="rss_tenant_scan_type_idx",
),
# Two-dimension cross-filters:
models.Index(
fields=["tenant_id", "scan_id", "region", "service"],
name="rss_tenant_scan_reg_svc_idx",
),
models.Index(
fields=["tenant_id", "scan_id", "service", "resource_type"],
name="rss_tenant_scan_svc_type_idx",
),
models.Index(
fields=["tenant_id", "scan_id", "region", "resource_type"],
name="rss_tenant_scan_reg_type_idx",
),
]
constraints = [
RowLevelSecurityConstraint(
field="tenant_id",
name="rls_on_%(class)s",
statements=["SELECT", "INSERT", "UPDATE", "DELETE"],
),
]
+2 -2
View File
@@ -1,7 +1,7 @@
openapi: 3.0.3
info:
title: Prowler API
version: 1.7.0
version: 1.8.0
description: |-
Prowler API specification.
@@ -4505,7 +4505,7 @@ paths:
description: ''
/api/v1/scans/{id}/compliance/{name}:
get:
operationId: scan_compliance_download
operationId: scans_compliance_retrieve
description: Download a specific compliance report (e.g., 'cis_1.4_aws') as
a CSV file.
summary: Retrieve compliance report as CSV
+8 -7
View File
@@ -3096,7 +3096,9 @@ class TestFindingViewSet:
)
assert response.status_code == status.HTTP_404_NOT_FOUND
def test_findings_metadata_retrieve(self, authenticated_client, findings_fixture):
def test_findings_metadata_retrieve(
self, authenticated_client, findings_fixture, backfill_scan_metadata_fixture
):
finding_1, *_ = findings_fixture
response = authenticated_client.get(
reverse("finding-metadata"),
@@ -3119,14 +3121,14 @@ class TestFindingViewSet:
)
# assert data["data"]["attributes"]["tags"] == expected_tags
def test_findings_metadata_severity_retrieve(
self, authenticated_client, findings_fixture
def test_findings_metadata_resource_filter_retrieve(
self, authenticated_client, findings_fixture, backfill_scan_metadata_fixture
):
finding_1, *_ = findings_fixture
response = authenticated_client.get(
reverse("finding-metadata"),
{
"filter[severity__in]": ["low", "medium"],
"filter[region]": "eu-west-1",
"filter[inserted_at]": finding_1.inserted_at.strftime("%Y-%m-%d"),
},
)
@@ -4814,9 +4816,8 @@ class TestOverviewViewSet:
assert response.json()["data"][0]["attributes"]["findings"]["pass"] == 2
assert response.json()["data"][0]["attributes"]["findings"]["fail"] == 1
assert response.json()["data"][0]["attributes"]["findings"]["muted"] == 1
assert response.json()["data"][0]["attributes"]["resources"]["total"] == len(
resources_fixture
)
# Since we rely on completed scans, there are only 2 resources now
assert response.json()["data"][0]["attributes"]["resources"]["total"] == 2
def test_overview_services_list_no_required_filters(
self, authenticated_client, scan_summaries_fixture
+34 -1
View File
@@ -1,11 +1,14 @@
from datetime import datetime, timezone
from allauth.socialaccount.providers.oauth2.client import OAuth2Client
from django.contrib.postgres.aggregates import ArrayAgg
from django.db.models import Subquery
from rest_framework.exceptions import NotFound, ValidationError
from api.db_router import MainRouter
from api.exceptions import InvitationTokenExpiredException
from api.models import Invitation, Provider
from api.models import Invitation, Provider, Resource
from api.v1.serializers import FindingMetadataSerializer
from prowler.providers.aws.aws_provider import AwsProvider
from prowler.providers.azure.azure_provider import AzureProvider
from prowler.providers.common.models import Connection
@@ -205,3 +208,33 @@ def validate_invitation(
)
return invitation
# ToRemove after removing the fallback mechanism in /findings/metadata
def get_findings_metadata_no_aggregations(tenant_id: str, filtered_queryset):
filtered_ids = filtered_queryset.order_by().values("id")
relevant_resources = Resource.all_objects.filter(
tenant_id=tenant_id, findings__id__in=Subquery(filtered_ids)
).only("service", "region", "type")
aggregation = relevant_resources.aggregate(
services=ArrayAgg("service", flat=True),
regions=ArrayAgg("region", flat=True),
resource_types=ArrayAgg("type", flat=True),
)
services = sorted(set(aggregation["services"] or []))
regions = sorted({region for region in aggregation["regions"] or [] if region})
resource_types = sorted(set(aggregation["resource_types"] or []))
result = {
"services": services,
"regions": regions,
"resource_types": resource_types,
}
serializer = FindingMetadataSerializer(data=result)
serializer.is_valid(raise_exception=True)
return serializer.data
+147 -91
View File
@@ -1,5 +1,6 @@
import glob
import os
from datetime import datetime, timedelta, timezone
import sentry_sdk
from allauth.socialaccount.providers.github.views import GitHubOAuth2Adapter
@@ -20,6 +21,7 @@ from django.db.models import Count, Exists, F, OuterRef, Prefetch, Q, Subquery,
from django.db.models.functions import Coalesce
from django.http import HttpResponse
from django.urls import reverse
from django.utils.dateparse import parse_date
from django.utils.decorators import method_decorator
from django.views.decorators.cache import cache_control
from django_celery_beat.models import PeriodicTask
@@ -48,6 +50,7 @@ from rest_framework_simplejwt.exceptions import InvalidToken, TokenError
from tasks.beat import schedule_provider_scan
from tasks.jobs.export import get_s3_client
from tasks.tasks import (
backfill_scan_resource_summaries_task,
check_provider_connection_task,
delete_provider_task,
delete_tenant_task,
@@ -87,6 +90,7 @@ from api.models import (
ProviderSecret,
Resource,
ResourceFindingMapping,
ResourceScanSummary,
Role,
RoleProviderGroupRelationship,
Scan,
@@ -100,7 +104,12 @@ from api.models import (
from api.pagination import ComplianceOverviewPagination
from api.rbac.permissions import Permissions, get_providers, get_role
from api.rls import Tenant
from api.utils import CustomOAuth2Client, validate_invitation
from api.utils import (
CustomOAuth2Client,
get_findings_metadata_no_aggregations,
validate_invitation,
)
from api.uuid_utils import datetime_to_uuid7, uuid7_start
from api.v1.serializers import (
ComplianceOverviewFullSerializer,
ComplianceOverviewMetadataSerializer,
@@ -249,7 +258,7 @@ class SchemaView(SpectacularAPIView):
def get(self, request, *args, **kwargs):
spectacular_settings.TITLE = "Prowler API"
spectacular_settings.VERSION = "1.7.0"
spectacular_settings.VERSION = "1.8.0"
spectacular_settings.DESCRIPTION = (
"Prowler API specification.\n\nThis file is auto-generated."
)
@@ -1780,25 +1789,103 @@ class FindingViewSet(BaseRLSViewSet):
@action(detail=False, methods=["get"], url_name="metadata")
def metadata(self, request):
tenant_id = self.request.tenant_id
queryset = self.get_queryset()
filtered_queryset = self.filter_queryset(queryset)
# Force filter validation
filtered_queryset = self.filter_queryset(self.get_queryset())
filtered_ids = filtered_queryset.order_by().values("id")
tenant_id = request.tenant_id
query_params = request.query_params
relevant_resources = Resource.all_objects.filter(
tenant_id=tenant_id, findings__id__in=Subquery(filtered_ids)
).only("service", "region", "type")
queryset = ResourceScanSummary.objects.filter(tenant_id=tenant_id)
scan_based_filters = {}
aggregation = relevant_resources.aggregate(
services=ArrayAgg("service", flat=True),
regions=ArrayAgg("region", flat=True),
resource_types=ArrayAgg("type", flat=True),
if scans := query_params.get("filter[scan__in]") or query_params.get(
"filter[scan]"
):
queryset = queryset.filter(scan_id__in=scans.split(","))
scan_based_filters = {"id__in": scans.split(",")}
else:
exact = query_params.get("filter[inserted_at]")
gte = query_params.get("filter[inserted_at__gte]")
lte = query_params.get("filter[inserted_at__lte]")
date_filters = {}
if exact:
date = parse_date(exact)
datetime_start = datetime.combine(
date, datetime.min.time(), tzinfo=timezone.utc
)
datetime_end = datetime_start + timedelta(days=1)
date_filters["scan_id__gte"] = uuid7_start(
datetime_to_uuid7(datetime_start)
)
date_filters["scan_id__lt"] = uuid7_start(
datetime_to_uuid7(datetime_end)
)
else:
if gte:
date_start = parse_date(gte)
datetime_start = datetime.combine(
date_start, datetime.min.time(), tzinfo=timezone.utc
)
date_filters["scan_id__gte"] = uuid7_start(
datetime_to_uuid7(datetime_start)
)
if lte:
date_end = parse_date(lte)
datetime_end = datetime.combine(
date_end + timedelta(days=1),
datetime.min.time(),
tzinfo=timezone.utc,
)
date_filters["scan_id__lt"] = uuid7_start(
datetime_to_uuid7(datetime_end)
)
if date_filters:
queryset = queryset.filter(**date_filters)
scan_based_filters = {
key.lstrip("scan_"): value for key, value in date_filters.items()
}
# ToRemove: Temporary fallback mechanism
if not queryset.exists():
scan_ids = Scan.objects.filter(
tenant_id=tenant_id, **scan_based_filters
).values_list("id", flat=True)
for scan_id in scan_ids:
backfill_scan_resource_summaries_task.apply_async(
kwargs={"tenant_id": tenant_id, "scan_id": scan_id}
)
return Response(
get_findings_metadata_no_aggregations(tenant_id, filtered_queryset)
)
if service_filter := query_params.get("filter[service]") or query_params.get(
"filter[service__in]"
):
queryset = queryset.filter(service__in=service_filter.split(","))
if region_filter := query_params.get("filter[region]") or query_params.get(
"filter[region__in]"
):
queryset = queryset.filter(region__in=region_filter.split(","))
if resource_type_filter := query_params.get(
"filter[resource_type]"
) or query_params.get("filter[resource_type__in]"):
queryset = queryset.filter(
resource_type__in=resource_type_filter.split(",")
)
services = list(
queryset.values_list("service", flat=True).distinct().order_by("service")
)
regions = list(
queryset.values_list("region", flat=True).distinct().order_by("region")
)
resource_types = list(
queryset.values_list("resource_type", flat=True)
.distinct()
.order_by("resource_type")
)
services = sorted(set(aggregation["services"] or []))
regions = sorted({region for region in aggregation["regions"] or [] if region})
resource_types = sorted(set(aggregation["resource_types"] or []))
result = {
"services": services,
@@ -1808,7 +1895,7 @@ class FindingViewSet(BaseRLSViewSet):
serializer = self.get_serializer(data=result)
serializer.is_valid(raise_exception=True)
return Response(serializer.data, status=status.HTTP_200_OK)
return Response(serializer.data)
@extend_schema_view(
@@ -2375,8 +2462,8 @@ class OverviewViewSet(BaseRLSViewSet):
def _get_filtered_queryset(model):
if role.unlimited_visibility:
return model.objects.filter(tenant_id=self.request.tenant_id)
return model.objects.filter(
return model.all_objects.filter(tenant_id=self.request.tenant_id)
return model.all_objects.filter(
tenant_id=self.request.tenant_id, scan__provider__in=providers
)
@@ -2420,51 +2507,38 @@ class OverviewViewSet(BaseRLSViewSet):
tenant_id = self.request.tenant_id
latest_scan_ids = (
Scan.objects.filter(
tenant_id=tenant_id,
state=StateChoices.COMPLETED,
)
Scan.all_objects.filter(tenant_id=tenant_id, state=StateChoices.COMPLETED)
.order_by("provider_id", "-inserted_at")
.distinct("provider_id")
.values_list("id", flat=True)
)
findings_aggregated = (
ScanSummary.objects.filter(tenant_id=tenant_id, scan_id__in=latest_scan_ids)
.values("scan__provider__provider")
resource_count_queryset = (
Resource.all_objects.filter(
tenant_id=tenant_id,
provider_id=OuterRef("scan__provider_id"),
)
.order_by()
.values("provider_id")
.annotate(cnt=Count("id"))
.values("cnt")
)
overview_queryset = (
ScanSummary.all_objects.filter(
tenant_id=tenant_id, scan_id__in=latest_scan_ids
)
.values(provider=F("scan__provider__provider"))
.annotate(
findings_passed=Coalesce(Sum("_pass"), 0),
findings_failed=Coalesce(Sum("fail"), 0),
findings_muted=Coalesce(Sum("muted"), 0),
total_findings=Coalesce(Sum("total"), 0),
total_resources=Coalesce(Subquery(resource_count_queryset), 0),
)
)
resources_aggregated = (
Resource.objects.filter(tenant_id=tenant_id)
.values("provider__provider")
.annotate(total_resources=Count("id"))
)
resources_dict = {
row["provider__provider"]: row["total_resources"]
for row in resources_aggregated
}
overview = []
for row in findings_aggregated:
provider_type = row["scan__provider__provider"]
overview.append(
{
"provider": provider_type,
"total_resources": resources_dict.get(provider_type, 0),
"total_findings": row["total_findings"],
"findings_passed": row["findings_passed"],
"findings_failed": row["findings_failed"],
"findings_muted": row["findings_muted"],
}
)
serializer = OverviewProviderSerializer(overview, many=True)
serializer = OverviewProviderSerializer(overview_queryset, many=True)
return Response(serializer.data, status=status.HTTP_200_OK)
@action(detail=False, methods=["get"], url_name="findings")
@@ -2473,22 +2547,16 @@ class OverviewViewSet(BaseRLSViewSet):
queryset = self.get_queryset()
filtered_queryset = self.filter_queryset(queryset)
latest_scan_subquery = (
Scan.objects.filter(
tenant_id=tenant_id,
state=StateChoices.COMPLETED,
provider_id=OuterRef("scan__provider_id"),
)
.order_by("-inserted_at")
.values("id")[:1]
latest_scan_ids = (
Scan.all_objects.filter(tenant_id=tenant_id, state=StateChoices.COMPLETED)
.order_by("provider_id", "-inserted_at")
.distinct("provider_id")
.values_list("id", flat=True)
)
annotated_queryset = filtered_queryset.annotate(
latest_scan_id=Subquery(latest_scan_subquery)
filtered_queryset = filtered_queryset.filter(
tenant_id=tenant_id, scan_id__in=latest_scan_ids
)
filtered_queryset = annotated_queryset.filter(scan_id=F("latest_scan_id"))
aggregated_totals = filtered_queryset.aggregate(
_pass=Sum("_pass") or 0,
fail=Sum("fail") or 0,
@@ -2518,22 +2586,16 @@ class OverviewViewSet(BaseRLSViewSet):
queryset = self.get_queryset()
filtered_queryset = self.filter_queryset(queryset)
latest_scan_subquery = (
Scan.objects.filter(
tenant_id=tenant_id,
state=StateChoices.COMPLETED,
provider_id=OuterRef("scan__provider_id"),
)
.order_by("-inserted_at")
.values("id")[:1]
latest_scan_ids = (
Scan.all_objects.filter(tenant_id=tenant_id, state=StateChoices.COMPLETED)
.order_by("provider_id", "-inserted_at")
.distinct("provider_id")
.values_list("id", flat=True)
)
annotated_queryset = filtered_queryset.annotate(
latest_scan_id=Subquery(latest_scan_subquery)
filtered_queryset = filtered_queryset.filter(
tenant_id=tenant_id, scan_id__in=latest_scan_ids
)
filtered_queryset = annotated_queryset.filter(scan_id=F("latest_scan_id"))
severity_counts = (
filtered_queryset.values("severity")
.annotate(count=Sum("total"))
@@ -2554,22 +2616,16 @@ class OverviewViewSet(BaseRLSViewSet):
queryset = self.get_queryset()
filtered_queryset = self.filter_queryset(queryset)
latest_scan_subquery = (
Scan.objects.filter(
tenant_id=tenant_id,
state=StateChoices.COMPLETED,
provider_id=OuterRef("scan__provider_id"),
)
.order_by("-inserted_at")
.values("id")[:1]
latest_scan_ids = (
Scan.all_objects.filter(tenant_id=tenant_id, state=StateChoices.COMPLETED)
.order_by("provider_id", "-inserted_at")
.distinct("provider_id")
.values_list("id", flat=True)
)
annotated_queryset = filtered_queryset.annotate(
latest_scan_id=Subquery(latest_scan_subquery)
filtered_queryset = filtered_queryset.filter(
tenant_id=tenant_id, scan_id__in=latest_scan_ids
)
filtered_queryset = annotated_queryset.filter(scan_id=F("latest_scan_id"))
services_data = (
filtered_queryset.values("service")
.annotate(_pass=Sum("_pass"))
+9
View File
@@ -10,6 +10,7 @@ from django.urls import reverse
from django_celery_results.models import TaskResult
from rest_framework import status
from rest_framework.test import APIClient
from tasks.jobs.backfill import backfill_resource_scan_summaries
from api.db_utils import rls_transaction
from api.models import (
@@ -920,6 +921,14 @@ def integrations_fixture(providers_fixture):
return integration1, integration2
@pytest.fixture
def backfill_scan_metadata_fixture(scans_fixture, findings_fixture):
for scan_instance in scans_fixture:
tenant_id = scan_instance.tenant_id
scan_id = scan_instance.id
backfill_resource_scan_summaries(tenant_id=tenant_id, scan_id=scan_id)
def get_authorization_header(access_token: str) -> dict:
return {"Authorization": f"Bearer {access_token}"}
+61
View File
@@ -0,0 +1,61 @@
from api.db_utils import rls_transaction
from api.models import (
Resource,
ResourceFindingMapping,
ResourceScanSummary,
Scan,
StateChoices,
)
def backfill_resource_scan_summaries(tenant_id: str, scan_id: str):
with rls_transaction(tenant_id):
if ResourceScanSummary.objects.filter(
tenant_id=tenant_id, scan_id=scan_id
).exists():
return {"status": "already backfilled"}
with rls_transaction(tenant_id):
if not Scan.objects.filter(
tenant_id=tenant_id,
id=scan_id,
state__in=(StateChoices.COMPLETED, StateChoices.FAILED),
).exists():
return {"status": "scan is not completed"}
resource_ids_qs = (
ResourceFindingMapping.objects.filter(
tenant_id=tenant_id, finding__scan_id=scan_id
)
.values_list("resource_id", flat=True)
.distinct()
)
resource_ids = list(resource_ids_qs)
if not resource_ids:
return {"status": "no resources to backfill"}
resources_qs = Resource.objects.filter(
tenant_id=tenant_id, id__in=resource_ids
).only("id", "service", "region", "type")
summaries = []
for resource in resources_qs.iterator():
summaries.append(
ResourceScanSummary(
tenant_id=tenant_id,
scan_id=scan_id,
resource_id=str(resource.id),
service=resource.service,
region=resource.region,
resource_type=resource.type,
)
)
for i in range(0, len(summaries), 500):
ResourceScanSummary.objects.bulk_create(
summaries[i : i + 500], ignore_conflicts=True
)
return {"status": "backfilled", "inserted": len(summaries)}
+93 -57
View File
@@ -19,6 +19,7 @@ from api.models import (
Finding,
Provider,
Resource,
ResourceScanSummary,
ResourceTag,
Scan,
ScanSummary,
@@ -121,6 +122,7 @@ def perform_prowler_scan(
check_status_by_region = {}
exception = None
unique_resources = set()
scan_resource_cache: set[tuple[str, str, str, str]] = set()
start_time = time.time()
with rls_transaction(tenant_id):
@@ -295,6 +297,16 @@ def perform_prowler_scan(
continue
region_dict[finding.check_id] = finding.status.value
# Update scan resource summaries
scan_resource_cache.add(
(
str(resource_instance.id),
resource_instance.service,
resource_instance.region,
resource_instance.type,
)
)
# Update scan progress
with rls_transaction(tenant_id):
scan_instance.progress = progress
@@ -314,66 +326,90 @@ def perform_prowler_scan(
scan_instance.unique_resource_count = len(unique_resources)
scan_instance.save()
if exception is None:
try:
regions = prowler_provider.get_regions()
except AttributeError:
regions = set()
compliance_template = PROWLER_COMPLIANCE_OVERVIEW_TEMPLATE[
provider_instance.provider
]
compliance_overview_by_region = {
region: deepcopy(compliance_template) for region in regions
}
for region, check_status in check_status_by_region.items():
compliance_data = compliance_overview_by_region.setdefault(
region, deepcopy(compliance_template)
)
for check_name, status in check_status.items():
generate_scan_compliance(
compliance_data,
provider_instance.provider,
check_name,
status,
)
# Prepare compliance overview objects
compliance_overview_objects = []
for region, compliance_data in compliance_overview_by_region.items():
for compliance_id, compliance in compliance_data.items():
compliance_overview_objects.append(
ComplianceOverview(
tenant_id=tenant_id,
scan=scan_instance,
region=region,
compliance_id=compliance_id,
framework=compliance["framework"],
version=compliance["version"],
description=compliance["description"],
requirements=compliance["requirements"],
requirements_passed=compliance["requirements_status"]["passed"],
requirements_failed=compliance["requirements_status"]["failed"],
requirements_manual=compliance["requirements_status"]["manual"],
total_requirements=compliance["total_requirements"],
)
)
try:
with rls_transaction(tenant_id):
ComplianceOverview.objects.bulk_create(
compliance_overview_objects, batch_size=100
)
except Exception as overview_exception:
import sentry_sdk
sentry_sdk.capture_exception(overview_exception)
logger.error(
f"Error storing compliance overview for scan {scan_id}: {overview_exception}"
)
if exception is not None:
raise exception
try:
regions = prowler_provider.get_regions()
except AttributeError:
regions = set()
compliance_template = PROWLER_COMPLIANCE_OVERVIEW_TEMPLATE[
provider_instance.provider
]
compliance_overview_by_region = {
region: deepcopy(compliance_template) for region in regions
}
for region, check_status in check_status_by_region.items():
compliance_data = compliance_overview_by_region.setdefault(
region, deepcopy(compliance_template)
)
for check_name, status in check_status.items():
generate_scan_compliance(
compliance_data,
provider_instance.provider,
check_name,
status,
)
# Prepare compliance overview objects
compliance_overview_objects = []
for region, compliance_data in compliance_overview_by_region.items():
for compliance_id, compliance in compliance_data.items():
compliance_overview_objects.append(
ComplianceOverview(
tenant_id=tenant_id,
scan=scan_instance,
region=region,
compliance_id=compliance_id,
framework=compliance["framework"],
version=compliance["version"],
description=compliance["description"],
requirements=compliance["requirements"],
requirements_passed=compliance["requirements_status"]["passed"],
requirements_failed=compliance["requirements_status"]["failed"],
requirements_manual=compliance["requirements_status"]["manual"],
total_requirements=compliance["total_requirements"],
)
)
try:
with rls_transaction(tenant_id):
ComplianceOverview.objects.bulk_create(
compliance_overview_objects, batch_size=500
)
except Exception as overview_exception:
import sentry_sdk
sentry_sdk.capture_exception(overview_exception)
logger.error(
f"Error storing compliance overview for scan {scan_id}: {overview_exception}"
)
try:
resource_scan_summaries = [
ResourceScanSummary(
tenant_id=tenant_id,
scan_id=scan_id,
resource_id=resource_id,
service=service,
region=region,
resource_type=resource_type,
)
for resource_id, service, region, resource_type in scan_resource_cache
]
with rls_transaction(tenant_id):
ResourceScanSummary.objects.bulk_create(
resource_scan_summaries, batch_size=500, ignore_conflicts=True
)
except Exception as filter_exception:
import sentry_sdk
sentry_sdk.capture_exception(filter_exception)
logger.error(
f"Error storing filter values for scan {scan_id}: {filter_exception}"
)
serializer = ScanTaskSerializer(instance=scan_instance)
return serializer.data
+13
View File
@@ -7,6 +7,7 @@ from celery.utils.log import get_task_logger
from config.celery import RLSTask
from config.django.base import DJANGO_FINDINGS_BATCH_SIZE, DJANGO_TMP_OUTPUT_DIRECTORY
from django_celery_beat.models import PeriodicTask
from tasks.jobs.backfill import backfill_resource_scan_summaries
from tasks.jobs.connection import check_provider_connection
from tasks.jobs.deletion import delete_provider, delete_tenant
from tasks.jobs.export import (
@@ -358,3 +359,15 @@ def generate_outputs(scan_id: str, provider_id: str, tenant_id: str):
Scan.all_objects.filter(id=scan_id).update(output_location=final_location)
logger.info(f"Scan outputs at {final_location}")
return {"upload": did_upload}
@shared_task(name="backfill-scan-resource-summaries", queue="backfill")
def backfill_scan_resource_summaries_task(tenant_id: str, scan_id: str):
"""
Tries to backfill the resource scan summaries table for a given scan.
Args:
tenant_id (str): The tenant identifier.
scan_id (str): The scan identifier.
"""
return backfill_resource_scan_summaries(tenant_id=tenant_id, scan_id=scan_id)
@@ -0,0 +1,79 @@
from uuid import uuid4
import pytest
from tasks.jobs.backfill import backfill_resource_scan_summaries
from api.models import ResourceScanSummary, Scan, StateChoices
@pytest.mark.django_db
class TestBackfillResourceScanSummaries:
@pytest.fixture(scope="function")
def resource_scan_summary_data(self, scans_fixture):
scan = scans_fixture[0]
return ResourceScanSummary.objects.create(
tenant_id=scan.tenant_id,
scan_id=scan.id,
resource_id=str(uuid4()),
service="aws",
region="us-east-1",
resource_type="instance",
)
@pytest.fixture(scope="function")
def get_not_completed_scans(self, providers_fixture):
provider_id = providers_fixture[0].id
tenant_id = providers_fixture[0].tenant_id
scan_1 = Scan.objects.create(
tenant_id=tenant_id,
trigger=Scan.TriggerChoices.MANUAL,
state=StateChoices.EXECUTING,
provider_id=provider_id,
)
scan_2 = Scan.objects.create(
tenant_id=tenant_id,
trigger=Scan.TriggerChoices.MANUAL,
state=StateChoices.AVAILABLE,
provider_id=provider_id,
)
return scan_1, scan_2
def test_already_backfilled(self, resource_scan_summary_data):
tenant_id = resource_scan_summary_data.tenant_id
scan_id = resource_scan_summary_data.scan_id
result = backfill_resource_scan_summaries(tenant_id, scan_id)
assert result == {"status": "already backfilled"}
def test_not_completed_scan(self, get_not_completed_scans):
for scan_instance in get_not_completed_scans:
tenant_id = scan_instance.tenant_id
scan_id = scan_instance.id
result = backfill_resource_scan_summaries(tenant_id, scan_id)
assert result == {"status": "scan is not completed"}
def test_successful_backfill_inserts_one_summary(
self, resources_fixture, findings_fixture
):
tenant_id = findings_fixture[0].tenant_id
scan_id = findings_fixture[0].scan_id
# This scan affects the first two resources
resources = resources_fixture[:2]
result = backfill_resource_scan_summaries(tenant_id, scan_id)
assert result == {"status": "backfilled", "inserted": len(resources)}
# Verify correct values
summaries = ResourceScanSummary.objects.filter(
tenant_id=tenant_id, scan_id=scan_id
)
assert summaries.count() == len(resources)
for resource in resources:
summary = summaries.get(resource_id=resource.id)
assert summary.resource_id == resource.id
assert summary.service == resource.service
assert summary.region == resource.region
assert summary.resource_type == resource.type
+2 -2
View File
@@ -1,5 +1,6 @@
#!/usr/bin/env python3
import argparse
import os
import re
import subprocess
import sys
@@ -122,8 +123,7 @@ def main() -> None:
args = parser.parse_args()
metrics_dir = Path(args.metrics_dir)
if not metrics_dir.is_dir():
sys.exit(f"Metrics directory not found: {metrics_dir}")
os.makedirs(metrics_dir, exist_ok=True)
metrics_data: dict[str, pd.DataFrame] = {}
for csv_file in sorted(metrics_dir.glob("*.csv")):
+1
View File
@@ -1,2 +1,3 @@
locust==2.34.1
matplotlib==3.10.1
pandas==2.2.3
+16 -2
View File
@@ -180,13 +180,27 @@ class APIUser(APIUserBase):
)
endpoint = (
f"/findings?filter[{filter_name}]={filter_value}"
f"/findings/metadata?filter[{filter_name}]={filter_value}"
f"&filter[inserted_at]={TARGET_INSERTED_AT}"
f"&{get_sort_value(FINDINGS_UI_SORT_VALUES)}"
)
self.client.get(endpoint, headers=get_auth_headers(self.token), name=name)
@task
@task(3)
def findings_metadata_resource_filter_scan_large(self):
name = "/findings/metadata?filter[resource_filter]&filter[scan_id] - 500k"
filter_name, filter_value = get_next_resource_filter(
self.available_resource_filters
)
endpoint = (
f"/findings/metadata?filter[{filter_name}]={filter_value}"
f"&filter[scan]={self.l_scan_id}"
f"&{get_sort_value(FINDINGS_UI_SORT_VALUES)}"
)
self.client.get(endpoint, headers=get_auth_headers(self.token), name=name)
@task(2)
def findings_resource_filter_large_scan_include(self):
name = "/findings?filter[resource_filter][scan]&include - 500k"
filter_name, filter_value = get_next_resource_filter(