/
pcs-inspect.py
executable file
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/
pcs-inspect.py
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#!/usr/bin/env python3
# pylint: disable=invalid-name
""" Inspect a Prisma Cloud Tenant """
import argparse
import json
import os
import re
from shutil import which
import sys
import pandas as pd
import requests
from requests.exceptions import RequestException
##########################################################################################
# Process arguments / parameters.
##########################################################################################
pc_parser = argparse.ArgumentParser(description='This script collects or processes Policies and Alerts.', prog=os.path.basename(__file__))
pc_parser.add_argument(
'-c', '--customer_name',
type=str, required=True,
help='*Required* Customer Name')
pc_parser.add_argument('-u', '--url',
type=str,
help="(Required with '--mode collect') Prisma Cloud API URL")
pc_parser.add_argument('-a', '--access_key',
type=str,
help="(Required with '--mode collect') API Access Key")
pc_parser.add_argument('-s', '--secret_key',
type=str,
help="(Required with '--mode collect') API Secret Key")
pc_parser.add_argument('-ca', '--cloud_account',
type=str,
help='(Optional) Cloud Account ID to limit the Alert query')
pc_parser.add_argument('-ta', '--time_range_amount',
type=int, default=1, choices=[1, 2, 3],
help="(Optional) Time Range Amount to limit the Alert query. Default: 1")
pc_parser.add_argument('-tu', '--time_range_unit',
type=str, default='month', choices=['day', 'week', 'month', 'year'],
help="(Optional) Time Range Unit to limit the Alert query. Default: 'month'")
pc_parser.add_argument('-m', '--mode',
type=str, default='auto', choices=['collect', 'process'],
help="(Optional) Mode: just collect Policies and Alerts, or just process collected data")
pc_parser.add_argument('-sa', '--support_api',
action='store_true',
help='(Optional) Use the Support API to collect data without needing a Tenant API Key')
pc_parser.add_argument('-d', '--debug',
action='store_true',
help='(Optional) Enable debugging.')
argz = pc_parser.parse_args()
##########################################################################################
# Helpers.
##########################################################################################
def output(output_data=''):
print(output_data)
##########################################################################################
# Configure.
##########################################################################################
def configure(args):
config = {}
config['DEBUG_MODE'] = args.debug
config['RUN_MODE'] = args.mode
config['SUPPORT_API_MODE'] = args.support_api
config['PRISMA_API_ENDPOINT'] = args.url # or os.environ.get('PRISMA_API_ENDPOINT')
config['PRISMA_ACCESS_KEY'] = args.access_key # or os.environ.get('PRISMA_ACCESS_KEY')
config['PRISMA_SECRET_KEY'] = args.secret_key # or os.environ.get('PRISMA_SECRET_KEY')
config['PRISMA_API_HEADERS'] = {
'Accept': 'application/json; charset=UTF-8, text/plain, */*',
'Content-Type': 'application/json'
}
config['API_TIMEOUTS'] = (60, 600) # (CONNECT, READ)
config['CUSTOMER_NAME'] = args.customer_name
config['CLOUD_ACCOUNT_ID'] = args.cloud_account
config['TIME_RANGE_AMOUNT'] = args.time_range_amount
config['TIME_RANGE_UNIT'] = args.time_range_unit
config['TIME_RANGE_LABEL'] = 'Past %s %s' % (config['TIME_RANGE_AMOUNT'], config['TIME_RANGE_UNIT'].capitalize())
config['CUSTOMER_PREFIX'] = re.sub(r'\W+', '', config['CUSTOMER_NAME']).lower()
config['RESULTS_FILE'] = {
'ASSETS': '%s-assets.json' % config['CUSTOMER_PREFIX'],
'POLICIES': '%s-policies.json' % config['CUSTOMER_PREFIX'],
'ALERTS': '%s-alerts.json' % config['CUSTOMER_PREFIX'],
'USERS': '%s-users.json' % config['CUSTOMER_PREFIX'],
'ACCOUNTS': '%s-accounts.json' % config['CUSTOMER_PREFIX'],
'GROUPS': '%s-groups.json' % config['CUSTOMER_PREFIX'],
'RULES': '%s-rules.json' % config['CUSTOMER_PREFIX'],
'INTEGRATIONS': '%s-integrations.json' % config['CUSTOMER_PREFIX']
}
config['OUTPUT_FILE_XLS'] = '%s.xls' % config['CUSTOMER_PREFIX']
if config['RUN_MODE'] in ['auto', 'collect'] :
if not config['PRISMA_API_ENDPOINT']:
output("Error: '--url' is required")
sys.exit(1)
if not config['PRISMA_ACCESS_KEY']:
output("Error: '--access_key' is required")
sys.exit(1)
if not config['PRISMA_SECRET_KEY']:
output("Error: '--secret_key' is required")
sys.exit(1)
return config
##########################################################################################
# File Helpers.
##########################################################################################
def delete_file_if_exists(file_name):
if os.path.exists(file_name):
os.remove(file_name)
def open_sheet(file_name):
# pylint: disable=abstract-class-instantiated
return pd.ExcelWriter(file_name, engine='xlsxwriter')
def write_sheet(panda_writer, this_sheet_name, rows):
dataframe = pd.DataFrame.from_records(rows)
dataframe.to_excel(panda_writer, sheet_name=this_sheet_name, header=False, index=False)
this_sheet = panda_writer.sheets[this_sheet_name]
# Approximate autofit column width.
for idx, column in enumerate(dataframe): # Loop through the columns.
dataframe_series = dataframe[column]
column_width = max(
dataframe_series.astype(str).map(len).max(), # Length of largest cell
len(str(dataframe_series.name)) # Length of column header / name
)
this_sheet.set_column(idx, idx, column_width)
if CONFIG['DEBUG_MODE']:
output(this_sheet_name)
output()
pd.set_option('display.max_rows', None)
output(dataframe)
output()
def save_sheet(panda_writer):
panda_writer.save()
##########################################################################################
# API Helpers.
##########################################################################################
def make_api_call(method, url, requ_data=None):
if CONFIG['DEBUG_MODE']:
output('URL: %s' % url)
output('METHOD: %s' % method)
output('REQUEST DATA: %s' % requ_data)
try:
requ = requests.Request(method, url, data=requ_data, headers=CONFIG['PRISMA_API_HEADERS'])
prep = requ.prepare()
sess = requests.Session()
# GlobalProtect generates 'ignore self signed certificate in certificate chain' errors.
# Set 'REQUESTS_CA_BUNDLE' to a valid CA bundle including the 'Palo Alto Networks Inc Root CA' used by GlobalProtect.
# Hint: Copy the bundle provided by the certifi module (locate via 'python -m certifi') and append the 'Palo Alto Networks Inc Root CA'
if 'REQUESTS_CA_BUNDLE' in os.environ:
resp = sess.send(prep, timeout=(CONFIG['API_TIMEOUTS']), verify="%s" % os.environ['REQUESTS_CA_BUNDLE'])
else:
resp = sess.send(prep, timeout=(CONFIG['API_TIMEOUTS']))
if CONFIG['DEBUG_MODE']:
output(resp.text)
if resp.ok:
return resp.content
# return bytes('[]', 'utf-8')
output('Error with API: Status Code: %s Details: %s' % (resp.status_code, resp.text))
sys.exit(1)
except RequestException as ex:
output()
output('Error with API: URL: %s: Error: %s' % (url, str(ex)))
output()
output('For CERTIFICATE_VERIFY_FAILED errors with GlobalProtect, try setting REQUESTS_CA_BUNDLE to a bundle with the Palo Alto Networks Inc Root CA.')
sys.exit(1)
####
def get_prisma_login():
request_data = json.dumps({
"username": CONFIG['PRISMA_ACCESS_KEY'],
"password": CONFIG['PRISMA_SECRET_KEY']
})
api_response = make_api_call('POST', '%s/login' % CONFIG['PRISMA_API_ENDPOINT'], request_data)
resp_data = json.loads(api_response)
token = resp_data.get('token')
if not token:
output('Error with API Login: %s' % resp_data)
sys.exit(1)
return token
# SUPPORT_API_MODE:
# Using '/_support/timeline/resource' instead of the not-implemented '_support/v2/inventory' endpoint.
def get_assets(output_file_name):
delete_file_if_exists(output_file_name)
if CONFIG['SUPPORT_API_MODE']:
body_params = {}
body_params["customerName"] = "%s" % CONFIG['CUSTOMER_NAME']
if CONFIG['CLOUD_ACCOUNT_ID']:
body_params["accountIds"] = ["%s" % CONFIG['CLOUD_ACCOUNT_ID']]
body_params['timeRange'] = {"value": {"unit": "%s" % CONFIG['TIME_RANGE_UNIT'], "amount": CONFIG['TIME_RANGE_AMOUNT']}, "type": "relative"}
request_data = json.dumps(body_params)
api_response = make_api_call('POST', '%s/_support/timeline/resource' % CONFIG['PRISMA_API_ENDPOINT'], request_data)
api_response_json = json.loads(api_response)
if api_response_json and 'resources' in api_response_json[0]:
api_response = bytes('{"summary": {"totalResources": %s}}' % api_response_json[0]['resources'], 'utf-8')
else:
api_response = bytes('{"summary": {"totalResources": 0}}', 'utf-8')
else:
if CONFIG['CLOUD_ACCOUNT_ID']:
query_params = 'timeType=%s&timeAmount=%s&timeUnit=%s&cloud.account=%s' % ('relative', CONFIG['TIME_RANGE_AMOUNT'], CONFIG['TIME_RANGE_UNIT'], CONFIG['CLOUD_ACCOUNT_ID'])
else:
query_params = 'timeType=%s&timeAmount=%s&timeUnit=%s' % ('relative', CONFIG['TIME_RANGE_AMOUNT'], CONFIG['TIME_RANGE_UNIT'])
api_response = make_api_call('GET', '%s/v2/inventory?%s' % (CONFIG['PRISMA_API_ENDPOINT'], query_params))
result_file = open(output_file_name, 'wb')
result_file.write(api_response)
result_file.close()
# This returns a dictionary instead of a list.
# SUPPORT_API_MODE:
# This script depends upon Open Alert counts for all Policies (as provided by '/policy'), but '/_support/policy' doesn't return open Alert counts.
# And '/_support/alert/policy' does return alertCount, but I cannot tell if that is all (Open or Closed) or just Open Alerts, and returns fewer Policies than '_support/policy' ... given the same parameters.
# Instead, this script merges the results of the '/_support/alert/aggregate' endpoint with the results of the '/_support/policy' endpoint.
def get_policies(output_file_name):
delete_file_if_exists(output_file_name)
if CONFIG['SUPPORT_API_MODE']:
body_params = {"customerName": "%s" % CONFIG['CUSTOMER_NAME']}
request_data = json.dumps(body_params)
api_response = make_api_call('POST', '%s/_support/policy' % CONFIG['PRISMA_API_ENDPOINT'], request_data)
else:
api_response = make_api_call('GET', '%s/policy' % CONFIG['PRISMA_API_ENDPOINT'])
result_file = open(output_file_name, 'wb')
result_file.write(api_response)
result_file.close()
# SUPPORT_API_MODE:
# This script depends upon the not implemented '/_support/alert/jobs' endpoint.
# Instead, this script merges the results of the '/_support/alert/aggregate' endpoint with the results of the '/_support/policy' endpoint.
def get_alerts(output_file_name):
delete_file_if_exists(output_file_name)
if CONFIG['SUPPORT_API_MODE']:
api_response = {}
api_response['by_policy'] = json.loads(get_alerts_aggregate('policy.name'))
api_response['by_policy_type'] = json.loads(get_alerts_aggregate('policy.type'))
api_response['by_policy_severity'] = json.loads(get_alerts_aggregate('policy.severity'))
api_response['by_alert.status'] = json.loads(get_alerts_aggregate('alert.status'))
api_response_json = json.dumps(api_response, indent=2, separators=(', ', ': '))
result_file = open(output_file_name, 'w', encoding='utf8')
result_file.write(api_response_json)
result_file.close()
# This returns a dictionary (of Open Alerts) instead of a list.
else:
body_params = {}
body_params['timeRange'] = {"value": {"unit": "%s" % CONFIG['TIME_RANGE_UNIT'], "amount": CONFIG['TIME_RANGE_AMOUNT']}, "type": "relative"}
if CONFIG['CLOUD_ACCOUNT_ID']:
body_params["filters"] = [{"name": "cloud.accountId","value": "%s" % CONFIG['CLOUD_ACCOUNT_ID'], "operator": "="}]
request_data = json.dumps(body_params)
api_response = make_api_call('POST', '%s/alert/jobs' % CONFIG['PRISMA_API_ENDPOINT'], request_data)
api_response_json = json.loads(api_response)
if not 'id' in api_response_json:
output("Error with '/alert/jobs' API: 'id' missing from response: %s" % api_response_json)
return
alert_job_id = api_response_json['id']
api_response = make_api_call('GET', '%s/alert/jobs/%s/status' % (CONFIG['PRISMA_API_ENDPOINT'], alert_job_id))
api_response_json = json.loads(api_response)
if not 'status' in api_response_json:
output("Error with '/alert/jobs' API: 'status' missing from response: %s" % api_response_json)
return
alert_job_status = api_response_json['status']
while alert_job_status == 'IN_PROGRESS':
output('Checking: %s' % alert_job_status)
if CONFIG['DEBUG_MODE']:
output(api_response_json)
output()
api_response = make_api_call('GET', '%s/alert/jobs/%s/status' % (CONFIG['PRISMA_API_ENDPOINT'], alert_job_id))
api_response_json = json.loads(api_response)
if not 'status' in api_response_json:
output("Error with '/alert/jobs' API: 'status' missing from response: %s" % api_response_json)
return
alert_job_status = api_response_json['status']
if alert_job_status == 'READY_TO_DOWNLOAD':
api_response = make_api_call('GET', '%s/alert/jobs/%s/download' % (CONFIG['PRISMA_API_ENDPOINT'], alert_job_id))
result_file = open(output_file_name, 'wb')
result_file.write(api_response)
result_file.close()
else:
output("Error with '/alert/jobs' API: 'status' in response not in ('IN_PROGRESS','READY_TO_DOWNLOAD'): %s" % api_response_json)
# This returns a list (of Open and Closed Alerts).
## Valid filter options: policy.name, policy.type, policy.severity, or alert.status.
def get_alerts_aggregate(group_by_field):
body_params = {}
body_params = {"customerName": "%s" % CONFIG['CUSTOMER_NAME']}
if CONFIG['CLOUD_ACCOUNT_ID']:
body_params["accountIds"] = ["%s" % CONFIG['CLOUD_ACCOUNT_ID']]
body_params['timeRange'] = {"value": {"unit": "%s" % CONFIG['TIME_RANGE_UNIT'], "amount": CONFIG['TIME_RANGE_AMOUNT']}, "type": "relative"}
body_params['groupBy'] = group_by_field
body_params['limit'] = 9999
request_data = json.dumps(body_params)
api_response = make_api_call('POST', '%s/_support/alert/aggregate' % CONFIG['PRISMA_API_ENDPOINT'], request_data)
return api_response
####
def get_users(output_file_name):
delete_file_if_exists(output_file_name)
if CONFIG['SUPPORT_API_MODE']:
body_params = {"customerName": "%s" % CONFIG['CUSTOMER_NAME']}
request_data = json.dumps(body_params)
api_response = make_api_call('POST', '%s/v2/_support/user' % CONFIG['PRISMA_API_ENDPOINT'], request_data)
else:
api_response = make_api_call('GET', '%s/v2/user' % CONFIG['PRISMA_API_ENDPOINT'])
result_file = open(output_file_name, 'wb')
result_file.write(api_response)
result_file.close()
####
def get_accounts(output_file_name):
delete_file_if_exists(output_file_name)
account_list = []
if CONFIG['SUPPORT_API_MODE']:
body_params = {"customerName": "%s" % CONFIG['CUSTOMER_NAME']}
request_data = json.dumps(body_params)
api_response = make_api_call('POST', '%s/_support/cloud' % CONFIG['PRISMA_API_ENDPOINT'], request_data)
api_response_json = json.loads(api_response)
for account in api_response_json:
if account['numberOfChildAccounts'] > 0: # > Or account['accountType'] == 'organization'
api_response_children = make_api_call('POST', '%s/_support/cloud/%s/%s/project' % (CONFIG['PRISMA_API_ENDPOINT'], account['cloudType'], account['accountId']), request_data)
account_list.extend(parse_account_children(account, api_response_children))
else:
account_list.append(account)
else:
api_response = make_api_call('GET', '%s/cloud' % CONFIG['PRISMA_API_ENDPOINT'])
api_response_json = json.loads(api_response)
for account in api_response_json:
if account['accountType'] == 'organization': # ? Or account['numberOfChildAccounts'] > 0
api_response_children = make_api_call('GET', '%s/cloud/%s/%s/project' % (CONFIG['PRISMA_API_ENDPOINT'], account['cloudType'], account['accountId']))
account_list.extend(parse_account_children(account, api_response_children))
else:
account_list.append(account)
result_file = open(output_file_name, 'w', encoding='utf8')
result_file.write(json.dumps(account_list))
result_file.close()
##
def parse_account_children(account, api_response_children):
children = []
api_response_children_json = json.loads(api_response_children)
for child_account in api_response_children_json:
# Children of an organization include the parent, but numberOfChildAccounts is always reported as zero by the endpoint.
if account['accountId'] == child_account['accountId']:
child_account['numberOfChildAccounts'] = account['numberOfChildAccounts']
children.append(child_account)
return children
####
def get_account_groups(output_file_name):
delete_file_if_exists(output_file_name)
if CONFIG['SUPPORT_API_MODE']:
body_params = {"customerName": "%s" % CONFIG['CUSTOMER_NAME']}
request_data = json.dumps(body_params)
api_response = make_api_call('POST', '%s/_support/cloud/group' % CONFIG['PRISMA_API_ENDPOINT'], request_data)
else:
api_response = make_api_call('GET', '%s/cloud/group' % CONFIG['PRISMA_API_ENDPOINT'])
result_file = open(output_file_name, 'wb')
result_file.write(api_response)
result_file.close()
####
def get_alert_rules(output_file_name):
delete_file_if_exists(output_file_name)
if CONFIG['SUPPORT_API_MODE']:
body_params = {"customerName": "%s" % CONFIG['CUSTOMER_NAME']}
request_data = json.dumps(body_params)
api_response = make_api_call('POST', '%s/_support/alert/rule' % CONFIG['PRISMA_API_ENDPOINT'], request_data)
else:
api_response = make_api_call('GET', '%s/v2/alert/rule' % CONFIG['PRISMA_API_ENDPOINT'])
result_file = open(output_file_name, 'wb')
result_file.write(api_response)
result_file.close()
####
def get_integrations(output_file_name):
delete_file_if_exists(output_file_name)
if CONFIG['SUPPORT_API_MODE']:
body_params = {"customerName": "%s" % CONFIG['CUSTOMER_NAME']}
request_data = json.dumps(body_params)
api_response = make_api_call('POST', '%s/_support/integration' % CONFIG['PRISMA_API_ENDPOINT'], request_data)
else:
api_response = make_api_call('GET', '%s/integration' % CONFIG['PRISMA_API_ENDPOINT'])
result_file = open(output_file_name, 'wb')
result_file.write(api_response)
result_file.close()
#### WIP
def get_cloud_resources(output_file_name, cloud_accounts_list):
delete_file_if_exists(output_file_name)
if not cloud_accounts_list:
cloud_accounts_list = []
resource_list = []
for cloud_account in cloud_accounts_list:
body_params = {
'filters':[
{'operator':'=', 'name':'includeEventForeignEntities', 'value': 'false'},
{'operator':'=', 'name':'asset.severity', 'value': 'all'},
{'operator':'=', 'name':'cloud.account', 'value': '%s' % cloud_account['name']},
{'operator':'=', 'name':'cloud.type', 'value': '%s' % cloud_account['deploymentType']},
{'operator':'=', 'name':'scan.status', 'value': 'all'}],
'limit': 1000,
'timeRange': {'type': 'to_now'}
}
if CONFIG['SUPPORT_API_MODE']:
body_params['customerName'] = CONFIG['CUSTOMER_NAME']
request_data = json.dumps(body_params)
# api_response = make_api_call('POST', '%s/_support/WIP' % CONFIG['PRISMA_API_ENDPOINT'], request_data)
api_response = []
else:
request_data = json.dumps(body_params)
api_response = make_api_call('POST', '%s/resource' % CONFIG['PRISMA_API_ENDPOINT'], request_data)
resource_list.append(api_response)
result_file = open(output_file_name, 'wb')
result_file.write(resource_list)
result_file.close()
##########################################################################################
# Collect mode: Query the API and write the results to files.
##########################################################################################
def collect_data():
output('Generating Prisma Cloud API Token')
token = get_prisma_login()
if CONFIG['DEBUG_MODE']:
output()
output(token)
output()
CONFIG['PRISMA_API_HEADERS']['x-redlock-auth'] = token
output()
output('Querying Policies (please wait)')
get_policies(CONFIG['RESULTS_FILE']['POLICIES'])
output('Results saved as: %s' % CONFIG['RESULTS_FILE']['POLICIES'])
output()
output('Generating Prisma Cloud API Token')
token = get_prisma_login()
if CONFIG['DEBUG_MODE']:
output()
output(token)
output()
CONFIG['PRISMA_API_HEADERS']['x-redlock-auth'] = token
output('Querying Alerts: Time Range: %s (please wait)' % CONFIG['TIME_RANGE_LABEL'])
get_alerts(CONFIG['RESULTS_FILE']['ALERTS'])
output('Results saved as: %s' % CONFIG['RESULTS_FILE']['ALERTS'])
output()
output('Generating Prisma Cloud API Token')
token = get_prisma_login()
if CONFIG['DEBUG_MODE']:
output()
output(token)
output()
CONFIG['PRISMA_API_HEADERS']['x-redlock-auth'] = token
output('Querying Assets: Time Range: %s' % CONFIG['TIME_RANGE_LABEL'])
get_assets(CONFIG['RESULTS_FILE']['ASSETS'])
output('Results saved as: %s' % CONFIG['RESULTS_FILE']['ASSETS'])
output()
output('Querying Users')
get_users(CONFIG['RESULTS_FILE']['USERS'])
output('Results saved as: %s' % CONFIG['RESULTS_FILE']['USERS'])
output()
output('Querying Accounts')
get_accounts(CONFIG['RESULTS_FILE']['ACCOUNTS'])
output('Results saved as: %s' % CONFIG['RESULTS_FILE']['ACCOUNTS'])
output()
output('Querying Account Groups')
get_account_groups(CONFIG['RESULTS_FILE']['GROUPS'])
output('Results saved as: %s' % CONFIG['RESULTS_FILE']['GROUPS'])
output()
output('Querying Alert Rules')
get_alert_rules(CONFIG['RESULTS_FILE']['RULES'])
output('Results saved as: %s' % CONFIG['RESULTS_FILE']['RULES'])
output()
output('Querying Integrations')
get_integrations(CONFIG['RESULTS_FILE']['INTEGRATIONS'])
output('Results saved as: %s' % CONFIG['RESULTS_FILE']['INTEGRATIONS'])
output()
##########################################################################################
# Collect mode: Pretty the input files ... using jq to avoid encoding errors.
##########################################################################################
def format_collected_data():
if which('jq') is None:
return
for this_result_file in CONFIG['RESULTS_FILE']:
this_file = CONFIG['RESULTS_FILE'][this_result_file]
temp_file = '%s.temp' % this_file
if not os.path.isfile(this_file):
output('Error: Query result file does not exist: %s' % this_file)
sys.exit(1)
os.system('cat %s | jq > %s' % (this_file, temp_file))
os.system('mv %s %s' % (temp_file, this_file))
output('Formatting: %s' % this_file)
output()
##########################################################################################
# Process mode: Read the input files.
##########################################################################################
def read_collected_data():
for this_result_file in CONFIG['RESULTS_FILE']:
this_file = CONFIG['RESULTS_FILE'][this_result_file]
if not os.path.isfile(this_file):
output('Error: Query result file does not exist: %s' % this_file)
sys.exit(1)
with open(this_file, 'r', encoding='utf8') as json_file:
DATA[this_result_file] = json.load(json_file)
##########################################################################################
# Process mode: Process the data.
##########################################################################################
def cloud_types():
return dict({'all': 0, 'aws': 0, 'azure': 0, 'gcp': 0, 'alibaba_cloud': 0, 'oci': 0})
def policy_modes():
return dict({'default': 0, 'custom': 0})
def policy_severities():
return dict({'critical': 0, 'high': 0, 'medium': 0, 'low': 0, 'informational': 0})
def policy_types():
return dict({'anomaly': 0, 'audit_event': 0, 'config': 0, 'data': 0, 'iam': 0, 'network': 0, 'workload_incident': 0, 'workload_vulnerability': 0, 'attack_path': 0})
def policy_states():
return dict({'disabled': 0, 'deleted': 0})
def policy_features():
return dict({'shiftable': 0, 'remediable': 0, 'shiftable_and_remediable': 0})
def resource_states():
return dict({'updated': 0, 'deleted': 0})
def alert_statuses():
return dict({'open': 0, 'dismissed': 0, 'snoozed': 0, 'resolved': 0})
##
def process_collected_data():
# SUPPORT_API_MODE saves a dictionary (of Open) Alerts instead of a list.
# Use that to override any '--support_api' argument.
if isinstance(DATA['ALERTS'], dict):
CONFIG['SUPPORT_API_MODE'] = True
RESULTS['alerts_aggregated_by'] = process_aggregated_alerts(DATA['ALERTS'])
# POLICIES
RESULTS['compliance_standards_from_policies'] = {}
RESULTS['policies_by_name'] = {}
RESULTS['policies'] = {}
RESULTS['alert_counts_from_policies'] = {
'cloud_type': cloud_types(),
'feature': policy_features(),
'mode': policy_modes(),
'severity': policy_severities(),
'status': alert_statuses(),
'type': policy_types(),
}
process_policies(DATA['POLICIES'])
# ALERTS
RESULTS['compliance_standards_from_alerts'] = {}
RESULTS['policies_from_alerts'] = {}
RESULTS['policy_counts_from_alerts'] = {
'cloud_type': cloud_types(),
'severity': policy_severities(),
'type': policy_types(),
}
RESULTS['alert_counts_from_alerts'] = {
'cloud_type': cloud_types(),
'feature': policy_features(),
'mode': policy_modes(),
'policy': policy_states(),
'status_by_feature': {
'remediable': alert_statuses(),
},
'severity': policy_severities(),
'status': alert_statuses(),
'severity_by_status': {
'open': policy_severities(),
'dismissed': policy_severities(),
'snoozed': policy_severities(),
'resolved': policy_severities(),
},
'type': policy_types(),
'resolved_by_policy': policy_states(),
'resolved_by_resource': resource_states(),
}
RESULTS['deleted_policies_from_alerts'] = {}
RESULTS['disabled_policies_from_alerts'] = {}
RESULTS['resources_from_alerts'] = {}
process_alerts(DATA['ALERTS'])
# SUMMARY
RESULTS['summary'] = {}
RESULTS['summary']['count_of_assets'] = 0
RESULTS['summary']['count_of_aggregated_open_alerts'] = 0
RESULTS['summary']['count_of_resources_with_alerts_from_alerts'] = 0
RESULTS['summary']['count_of_compliance_standards_with_alerts_from_policies'] = 0
RESULTS['summary']['count_of_compliance_standards_with_alerts_from_alerts'] = 0
RESULTS['summary']['count_of_policies_with_alerts_from_policies'] = 0
RESULTS['summary']['count_of_policies_with_alerts_from_policies_by_cloud'] = cloud_types()
RESULTS['summary']['count_of_policies_with_alerts_from_alerts'] = 0
process_summary()
##########################################################################################
# SUPPORT_API_MODE: Loop through '/_support/alert/aggregate' results and collect the details.
# Alert counts from that endpoint include Open Alerts and are scoped to a time range.
# Valid filter options: policy.name, policy.type, policy.severity, or alert.status.
##########################################################################################
def process_aggregated_alerts(alerts):
alerts_by = {
'policy': {},
'type': policy_types(),
'severity': policy_severities(),
'status': {'open': 0, 'resolved': 0}
}
for item in alerts['by_policy']:
alerts_by['policy'][item['policyName']] = item['alerts']
for item in alerts['by_policy_type']:
alerts_by['type'][item['policyType']] = item['alerts']
for item in alerts['by_policy_severity']:
alerts_by['severity'][item['severity']] = item['alerts']
for item in alerts['by_alert.status']:
alerts_by['status'][item['status']] = item['alerts']
return alerts_by
##########################################################################################
# Loop through all Policies and collect the details.
# Alert counts from this endpoint include Open Alerts and are not scoped to a time range.
# SUPPORT_API_MODE: Substitute aggregated Alerts (as '/_support/policy' does not return openAlertsCount).
##########################################################################################
def process_policies(policies):
for this_policy in policies:
this_policy_id = this_policy['policyId']
RESULTS['policies_by_name'][this_policy['name']] = {'policyId': this_policy_id}
RESULTS['policies'][this_policy_id] = {'policyName': this_policy['name']}
RESULTS['policies'][this_policy_id]['policyEnabled'] = this_policy['enabled']
RESULTS['policies'][this_policy_id]['policySeverity'] = this_policy['severity']
RESULTS['policies'][this_policy_id]['policyType'] = this_policy['policyType']
RESULTS['policies'][this_policy_id]['policySubTypes'] = this_policy['policySubTypes']
RESULTS['policies'][this_policy_id]['policyCategory'] = this_policy['policyCategory']
RESULTS['policies'][this_policy_id]['policyClass'] = this_policy['policyClass']
RESULTS['policies'][this_policy_id]['policyCloudType'] = this_policy['cloudType'].lower()
RESULTS['policies'][this_policy_id]['policyShiftable'] = 'build' in this_policy['policySubTypes']
RESULTS['policies'][this_policy_id]['policyRemediable'] = this_policy['remediable']
#
RESULTS['policies'][this_policy_id]['policyShiftableRemediable'] = 'build' in this_policy['policySubTypes'] and this_policy['remediable']
#
RESULTS['policies'][this_policy_id]['policySystemDefault'] = this_policy['systemDefault']
RESULTS['policies'][this_policy_id]['policyLabels'] = this_policy['labels']
if 'policyUpi' in this_policy:
RESULTS['policies'][this_policy_id]['policyUpi'] = this_policy['policyUpi']
else:
RESULTS['policies'][this_policy_id]['policyUpi'] = 'UNKNOWN'
# Alerts
if CONFIG['SUPPORT_API_MODE']:
if this_policy['name'] in RESULTS['alerts_aggregated_by']['policy']:
RESULTS['policies'][this_policy_id]['alertCount'] = RESULTS['alerts_aggregated_by']['policy'][this_policy['name']]
else:
RESULTS['policies'][this_policy_id]['alertCount'] = 0
else:
RESULTS['policies'][this_policy_id]['alertCount'] = this_policy['openAlertsCount']
RESULTS['alert_counts_from_policies']['status']['open'] += RESULTS['policies'][this_policy_id]['alertCount']
RESULTS['alert_counts_from_policies']['severity'][this_policy['severity']] += RESULTS['policies'][this_policy_id]['alertCount']
RESULTS['alert_counts_from_policies']['type'][this_policy['policyType']] += RESULTS['policies'][this_policy_id]['alertCount']
RESULTS['alert_counts_from_policies']['cloud_type'][this_policy['cloudType'].lower()] += RESULTS['policies'][this_policy_id]['alertCount']
if RESULTS['policies'][this_policy_id]['policyRemediable']:
RESULTS['alert_counts_from_policies']['feature']['remediable'] += RESULTS['policies'][this_policy_id]['alertCount']
if RESULTS['policies'][this_policy_id]['policyShiftable']:
RESULTS['alert_counts_from_policies']['feature']['shiftable'] += RESULTS['policies'][this_policy_id]['alertCount']
if RESULTS['policies'][this_policy_id]['policyShiftableRemediable']:
RESULTS['alert_counts_from_policies']['feature']['shiftable_and_remediable'] += RESULTS['policies'][this_policy_id]['alertCount']
if RESULTS['policies'][this_policy_id]['policySystemDefault'] == True:
RESULTS['alert_counts_from_policies']['mode']['default'] += RESULTS['policies'][this_policy_id]['alertCount']
else:
RESULTS['alert_counts_from_policies']['mode']['custom'] += RESULTS['policies'][this_policy_id]['alertCount']
# Create sets and lists of Compliance Standards to create a sorted, unique list of counters for each Compliance Standard.
RESULTS['policies'][this_policy_id]['complianceStandards'] = []
if 'complianceMetadata' in this_policy:
compliance_standards_set = set()
for standard in this_policy['complianceMetadata']:
compliance_standards_set.add(standard['standardName'])
compliance_standards_list = list(compliance_standards_set)
compliance_standards_list.sort()
RESULTS['policies'][this_policy_id]['complianceStandards'] = compliance_standards_list
for compliance_standard_name in compliance_standards_list:
RESULTS['compliance_standards_from_policies'].setdefault(compliance_standard_name, policy_severities())
RESULTS['compliance_standards_from_policies'][compliance_standard_name][this_policy['severity']] += RESULTS['policies'][this_policy_id]['alertCount']
##########################################################################################
# Loop through all Alerts and collect the details of each Alert.
# Alert data includes Open and Closed Alerts.
# Some details come from the Alert, some from the related Policy and Compliance Standards.
# Alerts can contain a reference to a Policy that has been deleted.
# SUPPORT_API_MODE: Substitute aggregated Alerts (as '/_support/policy' does not return openAlertsCount).
##########################################################################################
def process_alerts(alerts):
if CONFIG['SUPPORT_API_MODE']:
RESULTS['policy_counts_from_alerts']['severity']['critical'] = RESULTS['alerts_aggregated_by']['severity']['critical']
RESULTS['policy_counts_from_alerts']['severity']['high'] = RESULTS['alerts_aggregated_by']['severity']['high']
RESULTS['policy_counts_from_alerts']['severity']['medium'] = RESULTS['alerts_aggregated_by']['severity']['medium']
RESULTS['policy_counts_from_alerts']['severity']['low'] = RESULTS['alerts_aggregated_by']['severity']['low']
RESULTS['policy_counts_from_alerts']['severity']['informational'] = RESULTS['alerts_aggregated_by']['severity']['informational']
RESULTS['policy_counts_from_alerts']['type']['anomaly'] = RESULTS['alerts_aggregated_by']['type']['anomaly']
RESULTS['policy_counts_from_alerts']['type']['audit_event'] = RESULTS['alerts_aggregated_by']['type']['audit_event']
RESULTS['policy_counts_from_alerts']['type']['config'] = RESULTS['alerts_aggregated_by']['type']['config']
RESULTS['policy_counts_from_alerts']['type']['data'] = RESULTS['alerts_aggregated_by']['type']['data']
RESULTS['policy_counts_from_alerts']['type']['iam'] = RESULTS['alerts_aggregated_by']['type']['iam']
RESULTS['policy_counts_from_alerts']['type']['network'] = RESULTS['alerts_aggregated_by']['type']['network']
RESULTS['policy_counts_from_alerts']['type']['workload_incident'] = RESULTS['alerts_aggregated_by']['type']['workload_incident']
RESULTS['policy_counts_from_alerts']['type']['workload_vulnerability'] = RESULTS['alerts_aggregated_by']['type']['workload_vulnerability']
RESULTS['alert_counts_from_alerts']['status']['open'] = RESULTS['alerts_aggregated_by']['status']['open']
RESULTS['alert_counts_from_alerts']['status']['resolved'] = RESULTS['alerts_aggregated_by']['status']['resolved']
else:
for this_alert in alerts:
this_policy_id = this_alert['policy']['policyId']
if this_alert['policy']['systemDefault'] == True:
RESULTS['alert_counts_from_alerts']['mode']['default'] += 1
else:
RESULTS['alert_counts_from_alerts']['mode']['custom'] += 1
RESULTS['alert_counts_from_alerts']['type'][this_alert['policy']['policyType']] += 1
if this_alert['policy']['remediable']:
RESULTS['alert_counts_from_alerts']['feature']['remediable'] += 1
RESULTS['alert_counts_from_alerts']['status_by_feature']['remediable'][this_alert['status']] += 1
RESULTS['alert_counts_from_alerts']['status'][this_alert['status']] += 1
if 'reason' in this_alert:
if this_alert['reason'] == 'RESOURCE_DELETED':
RESULTS['alert_counts_from_alerts']['resolved_by_resource']['deleted'] += 1
if this_alert['reason'] == 'RESOURCE_UPDATED':
RESULTS['alert_counts_from_alerts']['resolved_by_resource']['updated'] += 1
if 'resource' in this_alert:
if 'rrn' in this_alert['resource']:
RESULTS['resources_from_alerts'][this_alert['resource']['rrn']] = this_alert['resource']['rrn']
#
# This is all of the data we can collect without a reference to a Policy.
#
if not this_policy_id in RESULTS['policies']:
if 'reason' in this_alert:
if this_alert['reason'] == 'POLICY_DELETED':
RESULTS['deleted_policies_from_alerts'].setdefault(this_policy_id, 0)
RESULTS['deleted_policies_from_alerts'][this_policy_id] += 1
RESULTS['alert_counts_from_alerts']['resolved_by_policy']['deleted'] += 1
if CONFIG['DEBUG_MODE']:
output('Skipping Alert: Related Policy Not Found: Policy ID: %s' % this_policy_id)
continue
# Policy data from the related Policy.
policy_name = RESULTS['policies'][this_policy_id]['policyName']
RESULTS['policies_from_alerts'].setdefault(policy_name, {'policyId': this_policy_id, 'alertCount': 0})
RESULTS['policies_from_alerts'][policy_name]['alertCount'] += 1
RESULTS['policy_counts_from_alerts']['severity'][RESULTS['policies'][this_policy_id]['policySeverity']] += 1
RESULTS['policy_counts_from_alerts']['type'][RESULTS['policies'][this_policy_id]['policyType']] += 1
if RESULTS['policies'][this_policy_id]['policyEnabled'] == False:
RESULTS['disabled_policies_from_alerts'].setdefault(policy_name, 0)
RESULTS['disabled_policies_from_alerts'][policy_name] += 1
RESULTS['alert_counts_from_alerts']['policy']['disabled'] += 1
# Compliance Standard data from the related Policy.
for compliance_standard_name in RESULTS['policies'][this_policy_id]['complianceStandards']:
RESULTS['compliance_standards_from_alerts'].setdefault(compliance_standard_name, policy_severities())
RESULTS['compliance_standards_from_alerts'][compliance_standard_name][RESULTS['policies'][this_policy_id]['policySeverity']] += 1
# Alert data from the related Policy.
RESULTS['alert_counts_from_alerts']['cloud_type'][RESULTS['policies'][this_policy_id]['policyCloudType']] += 1
if RESULTS['policies'][this_policy_id]['policyShiftable']:
RESULTS['alert_counts_from_alerts']['feature']['shiftable'] += 1
if RESULTS['policies'][this_policy_id]['policyRemediable']:
RESULTS['alert_counts_from_alerts']['feature']['remediable'] += 1
if RESULTS['policies'][this_policy_id]['policyShiftableRemediable']:
RESULTS['alert_counts_from_alerts']['feature']['shiftable_and_remediable'] += 1
RESULTS['alert_counts_from_alerts']['severity_by_status'][this_alert['status']][RESULTS['policies'][this_policy_id]['policySeverity']] += 1
##########################################################################################
# Process mode: Summarize the data.
##########################################################################################
def process_summary():
RESULTS['summary']['count_of_assets'] = DATA['ASSETS']['summary']['totalResources']
if CONFIG['SUPPORT_API_MODE']:
RESULTS['summary']['count_of_policies_with_alerts_from_policies'] = len(RESULTS['alerts_aggregated_by']['policy'])
RESULTS['summary']['count_of_aggregated_open_alerts'] = RESULTS['alerts_aggregated_by']['status']['open']
else:
RESULTS['summary']['count_of_resources_with_alerts_from_alerts'] = len(RESULTS['resources_from_alerts'].keys())
RESULTS['summary']['count_of_policies_with_alerts_from_policies'] = sum(v['alertCount'] != 0 for k,v in RESULTS['policies'].items())
RESULTS['summary']['count_of_open_closed_alerts'] = len(DATA['ALERTS'])
RESULTS['summary']['count_of_compliance_standards_with_alerts_from_policies'] = sum(v != policy_severities() for k,v in RESULTS['compliance_standards_from_policies'].items())
RESULTS['summary']['count_of_compliance_standards_with_alerts_from_alerts'] = len(RESULTS['compliance_standards_from_alerts'])
RESULTS['summary']['count_of_policies_with_alerts_from_alerts'] = len(RESULTS['policies_from_alerts'])
#
RESULTS['summary']['count_of_policies_with_alerts_from_policies_by_cloud']['aws'] = sum(v['alertCount'] != 0 and v['policyCloudType'].lower() == 'aws' for k,v in RESULTS['policies'].items())
RESULTS['summary']['count_of_policies_with_alerts_from_policies_by_cloud']['azure'] = sum(v['alertCount'] != 0 and v['policyCloudType'].lower() == 'azure' for k,v in RESULTS['policies'].items())
RESULTS['summary']['count_of_policies_with_alerts_from_policies_by_cloud']['gcp'] = sum(v['alertCount'] != 0 and v['policyCloudType'].lower() == 'gcp' for k,v in RESULTS['policies'].items())
RESULTS['summary']['count_of_policies_with_alerts_from_policies_by_cloud']['alibaba_cloud'] = sum(v['alertCount'] != 0 and v['policyCloudType'].lower() == 'alibaba_cloud' for k,v in RESULTS['policies'].items())
RESULTS['summary']['count_of_policies_with_alerts_from_policies_by_cloud']['oci'] = sum(v['alertCount'] != 0 and v['policyCloudType'].lower() == 'oci' for k,v in RESULTS['policies'].items())
RESULTS['summary']['count_of_policies_with_alerts_from_policies_by_cloud']['all'] = sum(v['alertCount'] != 0 and v['policyCloudType'].lower() == 'all' for k,v in RESULTS['policies'].items())
##########################################################################################
# Process mode: Output the data.
##########################################################################################
def output_collected_data():
panda_writer = open_sheet(CONFIG['OUTPUT_FILE_XLS'])
output_utilization(panda_writer)
output_alerts_by_compliance_standard(panda_writer)
output_alerts_by_policy(panda_writer)
output_alerts_summary(panda_writer)
save_sheet(panda_writer)
output('Results saved as: %s' % CONFIG['OUTPUT_FILE_XLS'])
##
def upi_group(policy_upi = ''):
# pylint: disable=anomalous-backslash-in-string
upi_search = re.search('^(.*?)\-(\d+)$', policy_upi)
if upi_search:
return upi_search.group(1)
return policy_upi
##
def output_utilization(panda_writer):
output('Saving Utilization Worksheet')
output()
rows = [
('Number of Assets', RESULTS['summary']['count_of_assets']),
('',''),
('Number of Cloud Accounts', len(DATA['ACCOUNTS'])),
('',''),
('Cloud Accounts Disabled', sum(x.get('enabled') == False for x in DATA['ACCOUNTS'])),
('Cloud Accounts Enabled', sum(x.get('enabled') == True for x in DATA['ACCOUNTS'])),
('',''),
('Cloud Accounts AWS', sum(x.get('cloudType').lower() == 'aws' for x in DATA['ACCOUNTS'])),
('Cloud Accounts Azure', sum(x.get('cloudType').lower() == 'azure' for x in DATA['ACCOUNTS'])),
('Cloud Accounts Google', sum(x.get('cloudType').lower() == 'gcp' for x in DATA['ACCOUNTS'])),
('Cloud Accounts Alibaba', sum(x.get('cloudType').lower() == 'alibaba_cloud' for x in DATA['ACCOUNTS'])),
('Cloud Accounts Oracle', sum(x.get('cloudType').lower() == 'oci' for x in DATA['ACCOUNTS'])),
('',''),
('Number of Cloud Account Groups', len(DATA['GROUPS'])),
('',''),
('Number of Alert Rules', len(DATA['RULES'])),
('',''),
('Alert Rules Disabled', sum(x.get('enabled') == False for x in DATA['RULES'])),
('Alert Rules Enabled', sum(x.get('enabled') == True for x in DATA['RULES'])),
('',''),
('Number of Integrations', len(DATA['INTEGRATIONS'])),
('',''),
('Integrations Disabled', sum(x.get('enabled') == False for x in DATA['INTEGRATIONS'])),
('Integrations Enabled', sum(x.get('enabled') == True for x in DATA['INTEGRATIONS'])),
('',''),
('Number of Policies', len(DATA['POLICIES'])),
('',''),
('Policies Disabled', sum(x.get('enabled') == False for x in DATA['POLICIES'])),
('Policies Enabled', sum(x.get('enabled') == True for x in DATA['POLICIES'])),
('',''),
('Policies Custom', sum(x.get('systemDefault') == False for x in DATA['POLICIES'])),
('Policies Default', sum(x.get('systemDefault') == True for x in DATA['POLICIES'])),
('',''),
('Number of Users', len(DATA['USERS'])),
('',''),
('Users Disabled', sum(x.get('enabled') == False for x in DATA['USERS'])),
('Users Enabled', sum(x.get('enabled') == True for x in DATA['USERS'])),
]
if CONFIG['SUPPORT_API_MODE']:
rows.append(('',''))
rows.append(('Data Collected using the Support API',''))
write_sheet(panda_writer, 'Utilization Summary', rows)
##
def output_alerts_by_compliance_standard(panda_writer):
output('Saving Alerts by Compliance Standard Worksheet(s)')
output()
rows = []
rows.append(('Compliance Standard', 'Alerts Critical', 'Alerts High', 'Alerts Medium', 'Alerts Low', 'Alerts Informational'))
if CONFIG['SUPPORT_API_MODE']:
for compliance_standard_name in sorted(RESULTS['compliance_standards_from_policies']):
alert_count_critical = RESULTS['compliance_standards_from_policies'][compliance_standard_name]['critical']
alert_count_high = RESULTS['compliance_standards_from_policies'][compliance_standard_name]['high']
alert_count_medium = RESULTS['compliance_standards_from_policies'][compliance_standard_name]['medium']
alert_count_low = RESULTS['compliance_standards_from_policies'][compliance_standard_name]['low']
alert_count_informational = RESULTS['compliance_standards_from_policies'][compliance_standard_name]['informational']
rows.append((compliance_standard_name, alert_count_critical, alert_count_high, alert_count_medium, alert_count_low, alert_count_informational))
write_sheet(panda_writer, 'Open Alerts by Standard', rows)
else:
for compliance_standard_name in sorted(RESULTS['compliance_standards_from_alerts']):
alert_count_critical = RESULTS['compliance_standards_from_alerts'][compliance_standard_name]['critical']
alert_count_high = RESULTS['compliance_standards_from_alerts'][compliance_standard_name]['high']
alert_count_medium = RESULTS['compliance_standards_from_alerts'][compliance_standard_name]['medium']
alert_count_low = RESULTS['compliance_standards_from_alerts'][compliance_standard_name]['low']
alert_count_informational = RESULTS['compliance_standards_from_alerts'][compliance_standard_name]['informational']
rows.append((compliance_standard_name, alert_count_critical, alert_count_high, alert_count_medium, alert_count_low, alert_count_informational))
rows.append((''))
rows.append((''))
rows.append(('Time Range: %s' % CONFIG['TIME_RANGE_LABEL'], ''))
write_sheet(panda_writer, 'Alerts by Standard', rows)
##
def output_alerts_by_policy(panda_writer):
output('Saving Alerts by Policy Worksheet(s)')
output()
rows = []
rows.append(('Policy', 'UPI', 'UPI Group', 'Default', 'Alert Count', 'Enabled', 'Severity', 'Type', 'SubTypes', 'Category', 'Class', 'Cloud Provider', 'With IAC', 'With Remediation', 'Labels', 'Compliance Standards'))
if CONFIG['SUPPORT_API_MODE']:
# Consider replacing sorted(RESULTS['policies_by_name']) with sorted(RESULTS['policies'], key=lambda x: (RESULTS['policies'][x]['name'])
for policy_name in sorted(RESULTS['policies_by_name']):
this_policy_id = RESULTS['policies_by_name'][policy_name]['policyId']
policy_upi = RESULTS['policies'][this_policy_id]['policyUpi']
policy_upi_group = upi_group(policy_upi)
policy_default = RESULTS['policies'][this_policy_id]['policySystemDefault']
policy_alert_count = RESULTS['policies'][this_policy_id]['alertCount']
policy_enabled = RESULTS['policies'][this_policy_id]['policyEnabled']
policy_severity = RESULTS['policies'][this_policy_id]['policySeverity'].title()
policy_subtypes = ', '.join(RESULTS['policies'][this_policy_id]['policySubTypes']).upper()
policy_type = RESULTS['policies'][this_policy_id]['policyType'].title()
policy_category = RESULTS['policies'][this_policy_id]['policyCategory'].title()
policy_class = RESULTS['policies'][this_policy_id]['policyClass'].title()
policy_cloud_type = RESULTS['policies'][this_policy_id]['policyCloudType'].upper()
policy_is_shiftable = RESULTS['policies'][this_policy_id]['policyShiftable']
policy_is_remediable = RESULTS['policies'][this_policy_id]['policyRemediable']
policy_labels = ', '.join(RESULTS['policies'][this_policy_id]['policyLabels'])
policy_standards_list = ', '.join(map(str, RESULTS['policies'][this_policy_id]['complianceStandards']))
rows.append((policy_name, policy_upi, policy_upi_group, policy_default, policy_alert_count, policy_enabled, policy_severity, policy_type, policy_subtypes, policy_category, policy_class, policy_cloud_type, policy_is_shiftable, policy_is_remediable, policy_labels, policy_standards_list))
write_sheet(panda_writer, 'Open Alerts by Policy', rows)
else:
for policy_name in sorted(RESULTS['policies_from_alerts']):
this_policy_id = RESULTS['policies_from_alerts'][policy_name]['policyId']
policy_upi = RESULTS['policies'][this_policy_id]['policyUpi']
policy_upi_group = upi_group(policy_upi)
policy_default = RESULTS['policies'][this_policy_id]['policySystemDefault']
policy_alert_count = RESULTS['policies_from_alerts'][policy_name]['alertCount'] # Not RESULTS['policies'][this_policy_id]['openAlertsCount']
policy_enabled = RESULTS['policies'][this_policy_id]['policyEnabled']
policy_severity = RESULTS['policies'][this_policy_id]['policySeverity'].title()
policy_type = RESULTS['policies'][this_policy_id]['policyType'].title()
policy_subtypes = ', '.join(RESULTS['policies'][this_policy_id]['policySubTypes']).upper()
policy_category = RESULTS['policies'][this_policy_id]['policyCategory'].title()
policy_class = RESULTS['policies'][this_policy_id]['policyClass'].title()
policy_cloud_type = RESULTS['policies'][this_policy_id]['policyCloudType'].upper()
policy_is_shiftable = RESULTS['policies'][this_policy_id]['policyShiftable']
policy_is_remediable = RESULTS['policies'][this_policy_id]['policyRemediable']
policy_labels = ', '.join(RESULTS['policies'][this_policy_id]['policyLabels'])
policy_standards_list = ', '.join(map(str, RESULTS['policies'][this_policy_id]['complianceStandards']))
rows.append((policy_name, policy_upi, policy_upi_group, policy_default, policy_alert_count, policy_enabled, policy_severity, policy_type, policy_subtypes, policy_category, policy_class, policy_cloud_type, policy_is_shiftable, policy_is_remediable, policy_labels, policy_standards_list))
rows.append((''))
rows.append((''))
rows.append(('Time Range: %s' % CONFIG['TIME_RANGE_LABEL'], ''))
write_sheet(panda_writer, 'Alerts by Policy', rows)
##
def output_alerts_summary(panda_writer):
output('Saving Alerts Summary Worksheet(s)')
output()
if CONFIG['SUPPORT_API_MODE']:
rows = [
('Number of Compliance Standards with Open Alerts', RESULTS['summary']['count_of_compliance_standards_with_alerts_from_policies']),
('',''),
('Number of Policies with Open Alerts', RESULTS['summary']['count_of_policies_with_alerts_from_policies']),
('',''),
('AWS Policies with Open Alerts', RESULTS['summary']['count_of_policies_with_alerts_from_policies_by_cloud']['aws']),
('Azure Policies with Open Alerts', RESULTS['summary']['count_of_policies_with_alerts_from_policies_by_cloud']['azure']),
('GCP Policies with Open Alerts', RESULTS['summary']['count_of_policies_with_alerts_from_policies_by_cloud']['gcp']),
('Alibaba Policies with Open Alerts', RESULTS['summary']['count_of_policies_with_alerts_from_policies_by_cloud']['alibaba_cloud']),
('OCI Policies with Open Alerts', RESULTS['summary']['count_of_policies_with_alerts_from_policies_by_cloud']['oci']),
('Cross-Cloud Policies with Open Alerts', RESULTS['summary']['count_of_policies_with_alerts_from_policies_by_cloud']['all']),
('',''),
('Number of Open Alerts', RESULTS['alert_counts_from_policies']['status']['open']),
('',''),
('Open Alerts Critical-Severity', RESULTS['alert_counts_from_policies']['severity']['critical']),
('Open Alerts High-Severity', RESULTS['alert_counts_from_policies']['severity']['high']),
('Open Alerts Medium-Severity', RESULTS['alert_counts_from_policies']['severity']['medium']),
('Open Alerts Low-Severity', RESULTS['alert_counts_from_policies']['severity']['low']),
('Open Alerts Informational-Severity', RESULTS['alert_counts_from_policies']['severity']['informational']),
('',''),