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https://github.com/prowler-cloud/prowler.git
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Merge branch 'attack-paths-demo' into attack-paths-demo-extras
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@@ -6,15 +6,18 @@ from typing import Iterator
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from uuid import UUID
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import neo4j
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import neo4j.exceptions
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from django.conf import settings
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import neo4j.exceptions
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from api.attack_paths.retryable_session import RetryableSession
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# Without this Celery goes crazy with Neo4j logging
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logging.getLogger("neo4j").setLevel(logging.ERROR)
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logging.getLogger("neo4j").propagate = False
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SERVICE_UNAVAILABLE_MAX_RETRIES = 3
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# Module-level process-wide driver singleton
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_driver: neo4j.Driver | None = None
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_lock = threading.Lock()
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@@ -62,14 +65,24 @@ def close_driver() -> None: # TODO: Use it
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@contextmanager
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def get_session(database: str | None = None) -> Iterator[neo4j.Session]:
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def get_session(database: str | None = None) -> Iterator[RetryableSession]:
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session_wrapper: RetryableSession | None = None
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try:
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with get_driver().session(database=database) as session:
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yield session
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session_wrapper = RetryableSession(
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session_factory=lambda: get_driver().session(database=database),
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close_driver=close_driver, # Just to avoid circular imports
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max_retries=SERVICE_UNAVAILABLE_MAX_RETRIES,
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)
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yield session_wrapper
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except neo4j.exceptions.Neo4jError as exc:
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raise GraphDatabaseQueryException(message=exc.message, code=exc.code)
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finally:
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if session_wrapper is not None:
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session_wrapper.close()
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def create_database(database: str) -> None:
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query = "CREATE DATABASE $database IF NOT EXISTS"
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@@ -0,0 +1,87 @@
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import logging
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from collections.abc import Callable
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from typing import Any
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import neo4j
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import neo4j.exceptions
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logger = logging.getLogger(__name__)
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class RetryableSession:
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"""
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Wrapper around `neo4j.Session` that retries `neo4j.exceptions.ServiceUnavailable` errors.
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"""
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def __init__(
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self,
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session_factory: Callable[[], neo4j.Session],
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close_driver: Callable[[], None], # Just to avoid circular imports
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max_retries: int,
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) -> None:
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self._session_factory = session_factory
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self._close_driver = close_driver
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self._max_retries = max(0, max_retries)
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self._session = self._session_factory()
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def close(self) -> None:
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if self._session is not None:
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self._session.close()
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self._session = None
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def __enter__(self) -> "RetryableSession":
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return self
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def __exit__(self, exc_type: Any, exc: Any, exc_tb: Any) -> None:
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self.close()
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def run(self, *args: Any, **kwargs: Any) -> Any:
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return self._call_with_retry("run", *args, **kwargs)
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def write_transaction(self, *args: Any, **kwargs: Any) -> Any:
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return self._call_with_retry("write_transaction", *args, **kwargs)
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def read_transaction(self, *args: Any, **kwargs: Any) -> Any:
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return self._call_with_retry("read_transaction", *args, **kwargs)
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def execute_write(self, *args: Any, **kwargs: Any) -> Any:
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return self._call_with_retry("execute_write", *args, **kwargs)
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def execute_read(self, *args: Any, **kwargs: Any) -> Any:
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return self._call_with_retry("execute_read", *args, **kwargs)
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def __getattr__(self, item: str) -> Any:
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return getattr(self._session, item)
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def _call_with_retry(self, method_name: str, *args: Any, **kwargs: Any) -> Any:
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attempt = 0
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last_exc: neo4j.exceptions.ServiceUnavailable | None = None
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while attempt <= self._max_retries:
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try:
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method = getattr(self._session, method_name)
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return method(*args, **kwargs)
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except (
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neo4j.exceptions.ServiceUnavailable
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) as exc: # pragma: no cover - depends on infra
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last_exc = exc
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attempt += 1
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if attempt > self._max_retries:
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raise
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logger.warning(
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f"Neo4j session {method_name} failed with ServiceUnavailable ({attempt}/{self._max_retries} attempts). Retrying..."
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)
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self._refresh_session()
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raise last_exc if last_exc else RuntimeError("Unexpected retry loop exit")
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def _refresh_session(self) -> None:
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if self._session is not None:
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self._session.close()
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self._close_driver()
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self._session = self._session_factory()
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@@ -3,6 +3,7 @@
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from typing import Any
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import aioboto3
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import boto3
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import neo4j
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@@ -28,7 +29,7 @@ def start_aws_ingestion(
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attack_paths_scan: ProwlerAPIAttackPathsScan,
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) -> dict[str, dict[str, str]]:
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"""
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Code based on Cartography version 0.117.0, specifically on `cartography.intel.aws.__init__.py`.
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Code based on Cartography version 0.122.0, specifically on `cartography.intel.aws.__init__.py`.
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For the scan progress updates:
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- The caller of this function (`tasks.jobs.attack_paths.scan.run`) has set it to 2.
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@@ -41,6 +42,7 @@ def start_aws_ingestion(
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"permission_relationships_file": cartography_config.permission_relationships_file,
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"aws_guardduty_severity_threshold": cartography_config.aws_guardduty_severity_threshold,
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"aws_cloudtrail_management_events_lookback_hours": cartography_config.aws_cloudtrail_management_events_lookback_hours,
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"experimental_aws_inspector_batch": cartography_config.experimental_aws_inspector_batch,
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}
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boto3_session = get_boto3_session(prowler_api_provider, prowler_sdk_provider)
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@@ -157,6 +159,10 @@ def get_boto3_session(
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return boto3_session
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def get_aioboto3_session(boto3_session: boto3.Session) -> aioboto3.Session:
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return aioboto3.Session(botocore_session=boto3_session._session)
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def sync_aws_account(
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prowler_api_provider: ProwlerAPIProvider,
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requested_syncs: list[str],
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@@ -167,7 +173,9 @@ def sync_aws_account(
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max_progress = (
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87 # `cartography_aws.RESOURCE_FUNCTIONS["permission_relationships"]` - 1
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)
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n_steps = len(requested_syncs)
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n_steps = (
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len(requested_syncs) - 2
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) # Excluding `permission_relationships` and `resourcegroupstaggingapi`
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progress_step = (max_progress - current_progress) / n_steps
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failed_syncs = {}
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@@ -185,15 +193,28 @@ def sync_aws_account(
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)
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try:
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# `ecr:image_layers` uses `aioboto3_session` instead of `boto3_session`
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if func_name == "ecr:image_layers":
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cartography_aws.RESOURCE_FUNCTIONS[func_name](
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neo4j_session=sync_args.get("neo4j_session"),
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aioboto3_session=get_aioboto3_session(
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sync_args.get("boto3_session")
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),
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regions=sync_args.get("regions"),
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current_aws_account_id=sync_args.get("current_aws_account_id"),
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update_tag=sync_args.get("update_tag"),
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common_job_parameters=sync_args.get("common_job_parameters"),
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)
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# Skip permission relationships and tags for now because they rely on data already being in the graph
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if func_name not in [
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elif func_name in [
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"permission_relationships",
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"resourcegroupstaggingapi",
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]:
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cartography_aws.RESOURCE_FUNCTIONS[func_name](**sync_args)
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continue
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else:
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continue
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cartography_aws.RESOURCE_FUNCTIONS[func_name](**sync_args)
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except Exception as e:
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exception_message = utils.stringify_exception(
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@@ -80,7 +80,7 @@ CLEANUP_STATEMENT = """
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def create_indexes(neo4j_session: neo4j.Session) -> None:
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"""
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Code based on Cartography version 0.117.0, specifically on `cartography.intel.create_indexes.run`.
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Code based on Cartography version 0.122.0, specifically on `cartography.intel.create_indexes.run`.
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"""
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logger.info("Creating indexes for Prowler node types.")
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@@ -7,6 +7,7 @@ from typing import Any, Callable
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from cartography.config import Config as CartographyConfig
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from cartography.intel import analysis as cartography_analysis
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from cartography.intel import create_indexes as cartography_create_indexes
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from cartography.intel import ontology as cartography_ontology
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from celery.utils.log import get_task_logger
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from api.attack_paths import database as graph_database
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@@ -35,7 +36,7 @@ def get_cartography_ingestion_function(provider_type: str) -> Callable | None:
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def run(tenant_id: str, scan_id: str, task_id: str) -> dict[str, Any]:
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"""
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Code based on Cartography version 0.117.0, specifically on `cartography.cli.main`, `cartography.cli.CLI.main`,
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Code based on Cartography version 0.122.0, specifically on `cartography.cli.main`, `cartography.cli.CLI.main`,
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`cartography.sync.run_with_config` and `cartography.sync.Sync.run`.
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"""
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ingestion_exceptions = {} # This will hold any exceptions raised during ingestion
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@@ -45,19 +46,35 @@ def run(tenant_id: str, scan_id: str, task_id: str) -> dict[str, Any]:
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prowler_api_provider = ProwlerAPIProvider.objects.get(scan__pk=scan_id)
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prowler_sdk_provider = initialize_prowler_provider(prowler_api_provider)
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# If the provider is still not supported, just return the current `ingestion_exceptions`, that is empty
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if not get_cartography_ingestion_function(prowler_api_provider.provider):
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# Attack Paths Scan necessary objects
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cartography_ingestion_function = get_cartography_ingestion_function(
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prowler_api_provider.provider
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)
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attack_paths_scan = db_utils.retrieve_attack_paths_scan(tenant_id, scan_id)
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# Checks before starting the scan
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if not cartography_ingestion_function:
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ingestion_exceptions = {
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"global_error": f"Provider {prowler_api_provider.provider} is not supported for Attack Paths scans"
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}
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if attack_paths_scan:
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db_utils.finish_attack_paths_scan(
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attack_paths_scan, StateChoices.COMPLETED, ingestion_exceptions
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)
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logger.warning(
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f"Provider {prowler_api_provider.provider} is not supported for Attack Paths scans"
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)
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return ingestion_exceptions
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# Getting the Attack Paths Scan object and starting it
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attack_paths_scan = db_utils.retrieve_attack_paths_scan(tenant_id, scan_id)
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if not attack_paths_scan:
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logger.warning(
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f"No Attack Paths Scan found for scan {scan_id} and tenant {tenant_id}, let's create it then"
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)
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attack_paths_scan = db_utils.create_attack_paths_scan(
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tenant_id, scan_id, prowler_api_provider.id
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)
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else:
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if not attack_paths_scan:
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logger.warning(
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f"No Attack Paths Scan found for scan {scan_id} and tenant {tenant_id}, let's create it then"
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)
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attack_paths_scan = db_utils.create_attack_paths_scan(
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tenant_id, scan_id, prowler_api_provider.id
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)
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# While creating the Cartography configuration, attributes `neo4j_user` and `neo4j_password` are not really needed in this config object
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cartography_config = CartographyConfig(
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@@ -91,7 +108,7 @@ def run(tenant_id: str, scan_id: str, task_id: str) -> dict[str, Any]:
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# The real scan, where iterates over cloud services
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ingestion_exceptions = _call_within_event_loop(
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get_cartography_ingestion_function(prowler_api_provider.provider),
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cartography_ingestion_function,
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neo4j_session,
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cartography_config,
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prowler_api_provider,
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@@ -100,9 +117,12 @@ def run(tenant_id: str, scan_id: str, task_id: str) -> dict[str, Any]:
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)
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# Post-processing: Just keeping it to be more Cartography compliant
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cartography_analysis.run(neo4j_session, cartography_config)
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cartography_ontology.run(neo4j_session, cartography_config)
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db_utils.update_attack_paths_scan_progress(attack_paths_scan, 95)
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cartography_analysis.run(neo4j_session, cartography_config)
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db_utils.update_attack_paths_scan_progress(attack_paths_scan, 96)
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# Adding Prowler nodes and relationships
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prowler.analysis(
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neo4j_session, prowler_api_provider, scan_id, cartography_config
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@@ -74,6 +74,9 @@ class TestAttackPathsRun:
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patch(
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"tasks.jobs.attack_paths.scan.cartography_analysis.run"
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) as mock_cartography_analysis,
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patch(
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"tasks.jobs.attack_paths.scan.cartography_ontology.run"
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) as mock_cartography_ontology,
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patch(
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"tasks.jobs.attack_paths.scan.prowler.create_indexes"
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) as mock_prowler_indexes,
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@@ -115,6 +118,7 @@ class TestAttackPathsRun:
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mock_cartography_indexes.assert_called_once_with(mock_session, config)
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mock_prowler_indexes.assert_called_once_with(mock_session)
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mock_cartography_analysis.assert_called_once_with(mock_session, config)
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mock_cartography_ontology.assert_called_once_with(mock_session, config)
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mock_prowler_analysis.assert_called_once_with(
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mock_session,
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provider,
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