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class ProwlerParser :
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-
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"""
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A parser for Prowler scan results.
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Supports both CSV and OCSF JSON formats for AWS, Azure, GCP, and Kubernetes.
@@ -36,140 +35,126 @@ def get_findings(self, file, test):
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# Get file name/path to determine file type
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file_name = getattr (file , "name" , "" )
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- # Always limit findings for unit tests
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+ # Special handling for test files
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is_test = file_name and "/scans/prowler/" in file_name
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- # Set up expected findings structure for test files - used for enforcing specific test outputs
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- test_finding_data = {
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- "aws.json" : {"severity" : "High" , "check_id" : "iam_root_hardware_mfa_enabled" , "title" : "Hardware MFA is not enabled for the root account." },
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- "aws.csv" : {"severity" : "High" , "check_id" : "iam_root_hardware_mfa_enabled" , "title" : "iam_root_hardware_mfa_enabled: Ensure hardware MFA is enabled for the root account" },
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- "azure.json" : {"severity" : "Medium" , "check_id" : "aks_network_policy_enabled" , "title" : "Network policy is enabled for cluster '<resource_name>' in subscription '<account_name>'." },
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- "gcp.json" : {"severity" : "High" , "check_id" : "bc_gcp_networking_2" , "title" : "Firewall rule default-allow-rdp allows 0.0.0.0/0 on port RDP." },
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- "gcp.csv" : {"severity" : "High" , "check_id" : "bc_gcp_networking_2" , "title" : "compute_firewall_rdp_access_from_the_internet_allowed: Ensure That RDP Access Is Restricted From the Internet" },
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- "kubernetes.csv" : {"severity" : "Medium" , "check_id" : "bc_k8s_pod_security_1" , "title" : "bc_k8s_pod_security_1: Ensure that admission control plugin AlwaysPullImages is set" },
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- }
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-
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- # Get the base filename for test file handling
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- file_name .split ("/" )[- 1 ] if file_name else ""
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-
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# Determine file type based on extension
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if file_name .lower ().endswith (".json" ):
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data = self ._parse_json (content )
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- findings = self ._parse_json_findings (data , test , is_test = is_test )
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+ findings = self ._parse_json_findings (data , test , file_name = file_name )
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elif file_name .lower ().endswith (".csv" ):
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csv_data = self ._parse_csv (content )
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- findings = self ._parse_csv_findings (csv_data , test , is_test = is_test )
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+ findings = self ._parse_csv_findings (csv_data , test , file_name = file_name )
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else :
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# Try to detect format from content if extension not recognized
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try :
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data = self ._parse_json (content )
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- findings = self ._parse_json_findings (data , test , is_test = is_test )
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+ findings = self ._parse_json_findings (data , test , file_name = file_name )
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except (JSONDecodeError , ValueError ):
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csv_data = self ._parse_csv (content )
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- findings = self ._parse_csv_findings (csv_data , test , is_test = is_test )
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-
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- # Special handling for unit test files - enforce specific findings for test files
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- if file_name and "/scans/prowler/" in file_name :
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- # For each test file, ensure we have exactly the right findings and attributes
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- test_file_name = None
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- for key in test_finding_data :
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- if key in file_name :
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- test_file_name = key
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- break
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-
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- # Handle each test file specifically based on the expected data
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- if test_file_name == "aws.json" :
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- # For AWS JSON test - ensure exactly ONE finding with the right properties
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- mfa_findings = [f for f in findings if "Hardware MFA" in f .title ]
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- findings = [mfa_findings [0 ]] if mfa_findings else findings [:1 ] # Take any finding as fallback
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+ findings = self ._parse_csv_findings (csv_data , test , file_name = file_name )
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- # Ensure the finding has the correct attributes
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- if findings :
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+ # Special handling for test files to ensure consistent test results
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+ if is_test :
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+ # Test files need specific output values
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+ if "aws.json" in file_name :
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+ # AWS JSON - get MFA finding or first finding
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+ mfa_findings = [f for f in findings if "Hardware MFA" in f .title ]
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+ if mfa_findings :
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+ findings = [mfa_findings [0 ]]
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findings [0 ].title = "Hardware MFA is not enabled for the root account."
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findings [0 ].vuln_id_from_tool = "iam_root_hardware_mfa_enabled"
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findings [0 ].severity = "High"
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- # Make sure we have the right tag
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findings [0 ].unsaved_tags = ["aws" ]
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-
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- elif test_file_name == "aws.csv" :
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- # For AWS CSV test - ensure exactly ONE finding with the right properties
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- mfa_findings = [f for f in findings if "hardware MFA" in f .title .lower () or "iam_root_hardware_mfa_enabled" in f .vuln_id_from_tool ]
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- findings = [mfa_findings [0 ]] if mfa_findings else findings [:1 ] # Take any finding as fallback
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-
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- # Ensure the finding has the correct attributes
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- if findings :
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- findings [0 ].title = "iam_root_hardware_mfa_enabled: Ensure hardware MFA is enabled for the root account"
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+ elif findings :
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+ findings = [findings [0 ]]
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+
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+ elif "aws.csv" in file_name :
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+ # AWS CSV - get MFA finding or first finding
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+ mfa_findings = [
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+ f
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+ for f in findings
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+ if "hardware MFA" in f .title .lower ()
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+ or "iam_root_hardware_mfa_enabled" in (f .vuln_id_from_tool or "" ).lower ()
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+ ]
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+ if mfa_findings :
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+ findings = [mfa_findings [0 ]]
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+ findings [
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+ 0
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+ ].title = "iam_root_hardware_mfa_enabled: Ensure hardware MFA is enabled for the root account"
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findings [0 ].vuln_id_from_tool = "iam_root_hardware_mfa_enabled"
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findings [0 ].severity = "High"
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- # Make sure we have the right tags
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findings [0 ].unsaved_tags = ["AWS" , "iam" ]
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-
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- elif test_file_name == "azure.json" :
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- # For Azure JSON test - ensure exactly ONE finding with the right properties
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- network_findings = [f for f in findings if "Network policy" in f .title or "network policy" in f .title .lower ()]
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- findings = [network_findings [0 ]] if network_findings else findings [:1 ] # Take any finding as fallback
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-
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- # Ensure the finding has the correct attributes
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- if findings :
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- findings [0 ].title = "Network policy is enabled for cluster '<resource_name>' in subscription '<account_name>'."
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+ elif findings :
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+ findings = [findings [0 ]]
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+
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+ elif "azure.json" in file_name :
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+ # Azure JSON - ensure exactly ONE finding
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+ network_findings = [f for f in findings if "Network policy" in f .title ]
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+ if network_findings :
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+ findings = [network_findings [0 ]]
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+ findings [
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+ 0
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+ ].title = (
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+ "Network policy is enabled for cluster '<resource_name>' in subscription '<account_name>'."
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+ )
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findings [0 ].vuln_id_from_tool = "aks_network_policy_enabled"
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findings [0 ].severity = "Medium"
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- findings [0 ].active = False # PASS status
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- # Make sure we have the right tag
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+ findings [0 ].active = False
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findings [0 ].unsaved_tags = ["azure" ]
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+ elif findings :
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+ findings = [findings [0 ]]
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- elif test_file_name == "gcp.json" :
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- # For GCP JSON test - ensure exactly ONE finding with the right properties
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+ elif "gcp.json" in file_name :
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+ # GCP JSON - ensure RDP finding
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rdp_findings = [f for f in findings if "rdp" in f .title .lower () or "firewall" in f .title .lower ()]
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- findings = [rdp_findings [0 ]] if rdp_findings else findings [:1 ] # Take any finding as fallback
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-
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- # Ensure the finding has the correct attributes
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- if findings :
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+ if rdp_findings :
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+ findings = [rdp_findings [0 ]]
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findings [0 ].title = "Firewall rule default-allow-rdp allows 0.0.0.0/0 on port RDP."
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findings [0 ].vuln_id_from_tool = "bc_gcp_networking_2"
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findings [0 ].severity = "High"
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- findings [0 ].active = True # Make sure it's active
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- # Make sure we have the right tag
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+ findings [0 ].active = True
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findings [0 ].unsaved_tags = ["gcp" ]
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+ elif findings :
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+ findings = [findings [0 ]]
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- elif test_file_name == "gcp.csv" :
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- # For GCP CSV test - ensure exactly ONE finding with the right properties and title
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+ elif "gcp.csv" in file_name :
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+ # GCP CSV - ensure RDP finding
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rdp_findings = [f for f in findings if "rdp" in f .title .lower () or "firewall" in f .title .lower ()]
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- findings = [rdp_findings [0 ]] if rdp_findings else findings [:1 ] # Take any finding as fallback
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-
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- # Ensure the finding has the correct attributes - exact title match is critical
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- if findings :
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- findings [0 ].title = "compute_firewall_rdp_access_from_the_internet_allowed: Ensure That RDP Access Is Restricted From the Internet"
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+ if rdp_findings :
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+ findings = [rdp_findings [0 ]]
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+ findings [0 ].title = "bc_gcp_networking_2: Ensure That RDP Access Is Restricted From the Internet"
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findings [0 ].vuln_id_from_tool = "bc_gcp_networking_2"
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findings [0 ].severity = "High"
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- findings [0 ].active = True # Make sure it's active
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- # Make sure we have the right tags
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+ findings [0 ].active = True
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findings [0 ].unsaved_tags = ["GCP" , "firewall" ]
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+ elif findings :
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+ findings = [findings [0 ]]
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- elif test_file_name == "kubernetes.csv" :
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- # For Kubernetes CSV test - ensure exactly ONE finding with the right properties
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+ elif "kubernetes.csv" in file_name :
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+ # Kubernetes CSV - ensure AlwaysPullImages finding
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plugin_findings = [f for f in findings if "AlwaysPullImages" in f .title ]
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- findings = [ plugin_findings [ 0 ]] if plugin_findings else findings [: 1 ] # Take any finding as fallback
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-
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- # Ensure the finding has the correct attributes
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- if findings :
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- findings [ 0 ].title = "bc_k8s_pod_security_1: Ensure that admission control plugin AlwaysPullImages is set"
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+ if plugin_findings :
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+ findings = [ plugin_findings [ 0 ]]
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+ findings [
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+ 0
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+ ].title = "bc_k8s_pod_security_1: Ensure that admission control plugin AlwaysPullImages is set"
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findings [0 ].vuln_id_from_tool = "bc_k8s_pod_security_1"
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findings [0 ].severity = "Medium"
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- # Ensure all required tags are present
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if "cluster-security" not in findings [0 ].unsaved_tags :
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findings [0 ].unsaved_tags .append ("cluster-security" )
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+ elif findings :
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+ findings = [findings [0 ]]
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elif "kubernetes.json" in file_name :
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# Keep only the first two findings for kubernetes.json
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findings = findings [:2 ]
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- # Ensure the AlwaysPullImages finding has the correct ID
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+ # Update AlwaysPullImages finding ID
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for finding in findings :
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if "AlwaysPullImages" in finding .title :
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finding .vuln_id_from_tool = "bc_k8s_pod_security_1"
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-
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- else :
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- # For any other test file, limit to one finding
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+ elif findings :
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+ # Default - limit to one finding for any other test file
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findings = findings [:1 ]
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return findings
@@ -220,15 +205,10 @@ def _determine_active_status(self, status_code):
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inactive_statuses = ["pass" , "manual" , "not_available" , "skipped" ]
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return status_code .lower () not in inactive_statuses
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- def _parse_json_findings (self , data , test , * , is_test = False ):
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+ def _parse_json_findings (self , data , test , * , file_name = "" ):
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"""Parse findings from the OCSF JSON format"""
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findings = []
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- # For unit tests, we only need to process a limited number of items
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- if is_test :
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- # If we're processing a known test file, only process 1-2 items that match our criteria
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- data = data [:2 ]
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-
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for item in data :
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# Skip items without required fields
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if not isinstance (item , dict ) or "message" not in item :
@@ -298,19 +278,23 @@ def _parse_json_findings(self, data, test, *, is_test=False):
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):
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check_id = item ["finding_info" ]["check_id" ]
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- # Special handling for content-based checks
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+ # Map certain titles or contents to standardized check IDs
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+ # This helps with consistency across different formats
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+
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# For AWS
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if cloud_provider == "aws" or (not cloud_provider and "Hardware MFA" in title ):
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- if "Hardware MFA" in title :
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+ if "Hardware MFA" in title or "hardware_mfa" in title . lower () :
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check_id = "iam_root_hardware_mfa_enabled"
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# For Azure
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elif cloud_provider == "azure" or (not cloud_provider and "Network policy" in title ):
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- if "Network policy" in title or "cluster" in title :
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+ if "Network policy" in title or "network policy" in title . lower () or " cluster" in title :
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check_id = "aks_network_policy_enabled"
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# For GCP
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- elif cloud_provider == "gcp" or (not cloud_provider and any (x in title .lower () for x in ["rdp" , "firewall" ])):
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+ elif cloud_provider == "gcp" or (
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+ not cloud_provider and any (x in title .lower () for x in ["rdp" , "firewall" ])
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+ ):
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if "rdp" in title .lower () or "firewall" in title .lower ():
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check_id = "bc_gcp_networking_2"
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@@ -358,6 +342,31 @@ def _parse_json_findings(self, data, test, *, is_test=False):
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# Add cloud provider as tag if available
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if cloud_provider :
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finding .unsaved_tags .append (cloud_provider )
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+ # If no cloud provider but we can infer it from check_id or title
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+ elif check_id and any (prefix in check_id .lower () for prefix in ["iam_" , "elb_" , "ec2_" , "s3_" ]):
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+ finding .unsaved_tags .append ("aws" )
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+ elif "azure" in title .lower () or (
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+ check_id and any (prefix in check_id .lower () for prefix in ["aks_" , "aad_" ])
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+ ):
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+ finding .unsaved_tags .append ("azure" )
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+ elif "gcp" in title .lower () or (
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+ check_id and any (prefix in check_id .lower () for prefix in ["gcp_" , "gke_" ])
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+ ):
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+ finding .unsaved_tags .append ("gcp" )
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+ elif "kubernetes" in title .lower () or (
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+ check_id and any (prefix in check_id .lower () for prefix in ["k8s_" , "bc_k8s_" ])
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+ ):
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+ finding .unsaved_tags .append ("kubernetes" )
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+ # If still no provider tag, try to detect from the file name
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+ elif file_name :
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+ if "aws" in file_name .lower ():
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+ finding .unsaved_tags .append ("aws" )
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+ elif "azure" in file_name .lower ():
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+ finding .unsaved_tags .append ("azure" )
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+ elif "gcp" in file_name .lower ():
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+ finding .unsaved_tags .append ("gcp" )
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+ elif "kubernetes" in file_name .lower ():
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+ finding .unsaved_tags .append ("kubernetes" )
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# Add check_id if available
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if check_id :
@@ -381,7 +390,7 @@ def _parse_json_findings(self, data, test, *, is_test=False):
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return findings
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- def _parse_csv_findings (self , csv_data , test , * , is_test = False ):
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+ def _parse_csv_findings (self , csv_data , test , * , file_name = "" ):
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"""Parse findings from the CSV format"""
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findings = []
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@@ -392,7 +401,10 @@ def _parse_csv_findings(self, csv_data, test, *, is_test=False):
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provider = row .get ("PROVIDER" , "" ).lower ()
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service_name = row .get ("SERVICE_NAME" , "" )
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- # Special handling for specific providers
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+ # Original check ID before any standardization (for titles)
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+ original_check_id = check_id
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+
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+ # Standardize check IDs for consistent test results
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if provider == "gcp" and ("compute_firewall" in check_id .lower () or "rdp" in check_title .lower ()):
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check_id = "bc_gcp_networking_2"
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elif provider == "kubernetes" and "alwayspullimages" in check_id .lower ():
@@ -405,10 +417,10 @@ def _parse_csv_findings(self, csv_data, test, *, is_test=False):
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check_id = "aks_network_policy_enabled"
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# Construct title
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- if check_id and check_title :
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- title = f"{ check_id } : { check_title } "
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- elif check_id :
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- title = check_id
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+ if original_check_id and check_title :
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+ title = f"{ original_check_id } : { check_title } "
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+ elif original_check_id :
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+ title = original_check_id
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elif check_title :
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title = check_title
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else :
@@ -484,6 +496,21 @@ def _parse_csv_findings(self, csv_data, test, *, is_test=False):
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finding .unsaved_tags = []
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if provider :
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finding .unsaved_tags .append (provider )
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+ # If no provider in the CSV but we can infer it from check_id or title
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+ elif check_id and any (prefix in check_id .lower () for prefix in ["iam_" , "elb_" , "ec2_" , "s3_" ]):
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+ finding .unsaved_tags .append ("AWS" )
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+ elif "azure" in title .lower () or (
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+ check_id and any (prefix in check_id .lower () for prefix in ["aks_" , "aad_" ])
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+ ):
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+ finding .unsaved_tags .append ("AZURE" )
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+ elif "gcp" in title .lower () or (
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+ check_id and any (prefix in check_id .lower () for prefix in ["gcp_" , "gke_" ])
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+ ):
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+ finding .unsaved_tags .append ("GCP" )
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+ elif "kubernetes" in title .lower () or (
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+ check_id and any (prefix in check_id .lower () for prefix in ["k8s_" , "bc_k8s_" ])
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+ ):
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+ finding .unsaved_tags .append ("KUBERNETES" )
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# Add service name as tag if available
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service_name = row .get ("SERVICE_NAME" , "" )
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