Files
splunk-security_content/bin/docker_detection_tester/modules/github_service.py
T
pyth0n1c 94a7845f9c Add experimental support for smoketest.
That means running all detections
without replaying data or checking
correctness.
2023-04-11 12:48:49 -07:00

573 lines
22 KiB
Python

import csv
import glob
import logging
import os
import pathlib
import subprocess
import sys
from typing import Union
from docker import types
import datetime
import git
import yaml
from git.objects import base
from modules import testing_service
import pathlib
# Logger
logging.basicConfig(level=os.environ.get("LOGLEVEL", "INFO"))
LOGGER = logging.getLogger(__name__)
SECURITY_CONTENT_URL = "https://github.com/splunk/security_content"
DETECTION_ROOT_PATH = "security_content/detections"
TEST_ROOT_PATH = "security_content/tests"
DETECTION_FILE_EXTENSION = ".yml"
TEST_FILE_EXTENSION = ".test.yml"
SSA_PREFIX = "ssa___"
class GithubService:
def __init__(
self,
security_content_branch: str,
commit_hash: Union[str, None],
PR_number: Union[int, None] = None,
persist_security_content: bool = False,
):
self.security_content_branch = security_content_branch
if persist_security_content:
print("Getting handle on existing security_content repo!")
self.security_content_repo_obj = git.Repo("security_content")
else:
print("Checking out security_content repo!")
self.security_content_repo_obj = self.clone_project(
SECURITY_CONTENT_URL, f"security_content", f"develop"
)
# Ensure that the branch name is valid
# Get all the branch names, prefixed with "origin/"
branch_names = [
branch.name for branch in self.security_content_repo_obj.remote().refs
]
if "origin/%s" % (security_content_branch) not in branch_names:
raise (
Exception(
"Branch name [%s] not found in valid branches. Try running \n"
"'git branch -a' to examine [%d] branches"
% (security_content_branch, len(branch_names))
)
)
if commit_hash is not None and PR_number is not None:
print(
f"\n************\nWARNING - both the PR_number {PR_number} and the commit_hash {commit_hash} were provided. "
f"You should only pass neither or one of these. We will ASSUME you want to use the PR_number, not the commit_hash. "
f"Removing the commit_hash...\n************\n"
)
commit_hash = None
if PR_number:
ret = subprocess.run(
[
"git",
"-C",
"security_content/",
"fetch",
"origin",
"refs/pull/%d/head:%s" % (PR_number, security_content_branch),
],
capture_output=True,
)
# ret = subprocess.call(["git", "-C", "security_content/", "fetch", "origin",
# "refs/pull/%d/head:%s" % (PR_number, security_content_branch)])
if ret.returncode != 0:
raise (
Exception(
"Error checking out repository: [%s]"
% (
ret.stdout.decode("utf-8")
+ "\n"
+ ret.stderr.decode("utf-8")
)
)
)
# No checking to see if the hash is to a commit inside of the branch - the user
# has to do that by hand.
# -- ensures that we check out the appropriate branch or commit hash.
# Without --, there can be ambiguity if a file/folder exists with the
# same name as the branch, causing the checkout to fail with error
if commit_hash is not None:
print("Checking out commit hash: [%s]" % (commit_hash))
self.security_content_repo_obj.git.checkout(commit_hash, "--")
else:
# Even if we have fetched a PR, we still MUST check out the branch to
# be able to do anything with it. Otherwise we won't have the files
print("Checking out branch: [%s]..." % (security_content_branch), end="")
sys.stdout.flush()
self.security_content_repo_obj.git.checkout(security_content_branch, "--")
commit_hash = self.security_content_repo_obj.head.object.hexsha
print("commit_hash %s" % (commit_hash))
self.commit_hash = commit_hash
def update_and_commit_passed_tests(self, results: list[dict]) -> bool:
changed_file_paths = []
for result in results:
detection_obj_path = os.path.join(
"security_content", "detections", result["detection_file"]
)
test_obj_path = detection_obj_path.replace("detections", "tests", 1)
test_obj_path = test_obj_path.replace(".yml", ".test.yml")
detection_obj = testing_service.load_file(detection_obj_path)
test_obj = testing_service.load_file(test_obj_path)
detection_obj["tags"]["automated_detection_testing"] = "passed"
# detection_obj['tags']['automated_detection_testing_date'] = datetime.datetime.today().strftime('%Y-%m-%d-%H:%M:%S')
for o in test_obj["tests"]:
if "attack_data" in o:
datasets = []
for dataset in o["attack_data"]:
datasets.append(dataset["data"])
detection_obj["tags"]["dataset"] = datasets
with open(detection_obj_path, "w") as f:
yaml.dump(detection_obj, f, sort_keys=False, allow_unicode=True)
changed_file_paths.append(detection_obj_path)
relpaths = [
pathlib.Path(*pathlib.Path(p).parts[1:]).as_posix()
for p in changed_file_paths
]
newpath = relpaths[0] + ".wow"
relpaths.append(newpath)
with open("security_content/" + newpath, "w") as d:
d.write("fake file")
print("status results:")
print(
self.security_content_repo_obj.index.diff(
self.security_content_repo_obj.head.commit
)
)
if len(relpaths) > 0:
print("there is at least one changed file")
print(relpaths)
self.security_content_repo_obj.index.add(relpaths)
print("status results after add:")
print(
self.security_content_repo_obj.index.diff(
self.security_content_repo_obj.head.commit
)
)
commit_message = (
"The following detections passed detection testing. Their YAMLs have been updated and their datasets linked:\n - %s"
% ("\n - ".join(relpaths))
)
self.security_content_repo_obj.index.commit(commit_message)
return True
else:
return False
return True
def clone_project(self, url, project, branch):
LOGGER.info(f"Clone Security Content Project")
repo_obj = git.Repo.clone_from(url, project, branch=branch)
return repo_obj
def prune_detections(
self,
detection_files: list[str],
types_to_test: list[str],
exclude_ssa: bool = True,
) -> list[str]:
pruned_tests = []
for detection in detection_files:
if os.path.basename(detection).startswith(SSA_PREFIX) and exclude_ssa:
continue
with open(detection, "r") as d:
description: dict = yaml.safe_load(d)
detection_filepath_without_security_content = str(
pathlib.Path(*pathlib.Path(detection).parts[1:])
)
# If no types are provided, then we will get everything
if (
description.get("type", None) in types_to_test
and "production" in description.get("status", "")
and not (
description.get("tags", False)
and description["tags"].get("manual_test", False)
)
):
if len(description.get("tests", [])) == 0:
print(
Exception(
f"Detection {detection_filepath_without_security_content} has no tests/test section defined. Detection must include at least one test."
)
)
continue
raise (
Exception(
f"Detection {detection_filepath_without_security_content} has no tests/test section defined. Detection must include at least one test."
)
)
pruned_tests.append(detection_filepath_without_security_content)
else:
if description.get("tags", False):
manual_test = description["tags"].get("manual_test", False)
else:
manual_test = False
print(
f"Ignore {detection}:\n - [status:'{description.get('status', None)}'] [type:'{description.get('type', None)}'] [manual_test:'{manual_test}']"
)
# Don't do anything with these files
pass
# if not self.ensure_paired_detection_and_test_files([], [os.path.join("security_content", p) for p in pruned_tests], exclude_ssa):
# raise(Exception("Missing one or more test/detection files. Please see the output above."))
return pruned_tests
def ensure_paired_detection_and_test_files(
self,
detection_files: list[str],
test_files: list[str],
exclude_ssa: bool = True,
) -> bool:
"""
The security_content repo contains two folders: detections and test.
For EVERY detection in the detections folder, there must be a test.
for EVERY test in the tests folder, there MUST be a detection.
If this requirement is not met, then throw an error
"""
MISSING_TEMPLATE = (
"Missing {type} file:" "\n\tEXISTS - {exists}" "\n\tMISSING - {missing}"
)
no_missing_files = True
# Check that all detection files have a test file
for detection_file in detection_files:
test_file = self.convert_detection_filename_into_test_filename(
detection_file
)
if not os.path.exists(test_file):
if (
os.path.basename(detection_file).startswith(SSA_PREFIX)
and exclude_ssa is True
):
print(
MISSING_TEMPLATE.format(
type="test", exists=detection_file, missing=test_file
)
)
print(
"\tSince exclude_ssa is TRUE, this is not an error, just a warning"
)
else:
print(
MISSING_TEMPLATE.format(
type="test", exists=detection_file, missing=test_file
)
)
no_missing_files = False
# Check that all test files have a detection file
for test_file in test_files:
detection_file = self.convert_test_filename_into_detection_filename(
test_file
)
if not os.path.exists(detection_file):
if (
os.path.basename(test_file).startswith(SSA_PREFIX)
and exclude_ssa is True
):
print(
MISSING_TEMPLATE.format(
type="detection", exists=test_file, missing=detection_file
)
)
print(
"\tSince exclude_ssa is TRUE, this is not an error, just a warning"
)
else:
print(
MISSING_TEMPLATE.format(
type="detection", exists=test_file, missing=detection_file
)
)
no_missing_files = False
return no_missing_files
def convert_detection_filename_into_test_filename(
self, detection_filename: str
) -> str:
head, tail = os.path.split(detection_filename)
assert head.startswith(
DETECTION_ROOT_PATH
), f"Error - Expected detection filename to start with [{DETECTION_ROOT_PATH}] but instead got {detection_filename}"
updated_head = head.replace(DETECTION_ROOT_PATH, TEST_ROOT_PATH, 1)
assert tail.endswith(
DETECTION_FILE_EXTENSION
), f"Error - Expected detection filename to end with [{DETECTION_FILE_EXTENSION}] but instead got [{detection_filename}]"
updated_tail = TEST_FILE_EXTENSION.join(tail.rsplit(DETECTION_FILE_EXTENSION))
return os.path.join(updated_head, updated_tail)
def convert_test_filename_into_detection_filename(self, test_filename: str) -> str:
head, tail = os.path.split(test_filename)
assert head.startswith(
TEST_ROOT_PATH
), f"Error - Expected test filename to start with [{TEST_ROOT_PATH}] but instead got {test_filename}"
updated_head = head.replace(TEST_ROOT_PATH, DETECTION_ROOT_PATH, 1)
assert tail.endswith(
TEST_FILE_EXTENSION
), f"Error - Expected test filename to end with [{TEST_FILE_EXTENSION}] but instead got [{test_filename}]"
updated_tail = DETECTION_FILE_EXTENSION.join(tail.rsplit(TEST_FILE_EXTENSION))
return os.path.join(updated_head, updated_tail)
def get_detection_files(
self,
mode: str,
folders: list[str],
types: list[str],
detections_list: Union[list[str], None],
) -> list[str]:
if mode == "changes":
tests = self.get_changed_detection_files(folders, types)
elif mode == "selected":
if detections_list is None:
# It's actually valid to supply an EMPTY list of files and the test should pass.
# This can occur when we try to test, for example, 1 detection but start 2 containers.
# We still want this to pass testing, so we shouldn't fail there!
print(
"Trying to test a list of files, but None were provided",
file=sys.stderr,
)
sys.exit(1)
elif detections_list is not None:
tests = self.get_selected_test_files(detections_list, types)
else:
# impossible to get here
print(
"Impossible to get here. Just kept to make the if/elif more self describing",
file=sys.stderr,
)
sys.exit(1)
elif mode == "all":
tests = self.get_all_tests_and_detections(folders, types)
elif mode == "smoketest":
tests = self.get_everything_including_experimental_and_deprecated(types)
else:
print(
"Error, unsupported mode [%s]. Mode must be one of %s", file=sys.stderr
)
sys.exit(1)
return tests
def get_selected_test_files(
self,
detection_file_list: list[str],
types_to_test: list[str] = ["Anomaly", "Hunting", "TTP"],
) -> list[str]:
return self.prune_detections(detection_file_list, types_to_test)
def get_everything_including_experimental_and_deprecated(
self,
types_to_test: list[str] = ["Anomaly", "Hunting", "TTP"],
exclude_ssa: bool = True,
) -> list[str]:
all_detections = glob.glob(
os.path.join(DETECTION_ROOT_PATH, "**", f"*{DETECTION_FILE_EXTENSION}"),
recursive=True,
)
only_selected_detection_types: list[str] = []
for detection in all_detections:
if os.path.basename(detection).startswith(SSA_PREFIX) and exclude_ssa:
continue
with open(detection, "r") as d:
description: dict = yaml.safe_load(d)
detection_filepath_without_security_content = str(
pathlib.Path(*pathlib.Path(detection).parts[1:])
)
if description.get("type", None) not in types_to_test:
continue
only_selected_detection_types.append(
detection_filepath_without_security_content
)
print(
f"Number of non-ssa tests including experimental and deprecated: {len(only_selected_detection_types)}"
)
return only_selected_detection_types
def get_all_tests_and_detections(
self,
folders: list[str] = ["endpoint", "cloud", "network"],
types_to_test: list[str] = ["Anomaly", "Hunting", "TTP"],
) -> list[str]:
detections = []
for folder in folders:
detections.extend(
self.get_all_files_in_folder(
os.path.join(DETECTION_ROOT_PATH, folder), "*"
)
)
# Prune this down to only the subset of detections we can test
return self.prune_detections(detections, types_to_test)
def get_all_files_in_folder(self, foldername: str, extension: str) -> list[str]:
filenames = glob.glob(os.path.join(foldername, extension))
return filenames
def get_changed_detection_files(
self,
folders=["endpoint", "cloud", "network"],
types_to_test=["Anomaly", "Hunting", "TTP"],
) -> list[str]:
branch1 = self.security_content_branch
branch2 = "develop"
g = git.Git("security_content")
all_changed_test_files = []
all_changed_detection_files = []
if branch1 != "develop":
if self.commit_hash is None:
differ = g.diff("--name-status", branch2 + "..." + branch1)
else:
differ = g.diff("--name-status", branch2 + "..." + self.commit_hash)
changed_files = differ.splitlines()
for file_path in changed_files:
# added or changed test files
if file_path.startswith("A") or file_path.startswith("M"):
# changed detections
if "detections" in file_path and os.path.basename(
file_path
).endswith(".yml"):
all_changed_detection_files.append(file_path)
else:
print(
"Looking for changed detections by diffing [%s] against [%s]. They are the same branch, so none were returned."
% (branch1, branch2),
file=sys.stderr,
)
return []
all_changed_detection_files = [
os.path.join("security_content", name.split("\t")[1])
for name in all_changed_detection_files
if len(name.split("\t")) == 2
]
# Trim out any of the tests/detection that are not in the selected folders, but at least print a notice
# to the user.
changed_detection_files = [
x
for x in all_changed_detection_files
if (len(pathlib.Path(x).parts) > 3 and pathlib.Path(x).parts[2] in folders)
]
for missing in set(changed_detection_files).symmetric_difference(
all_changed_detection_files
):
print(
"Ignoring modified detecton [%s] not in set of selected folders: %s"
% (missing, folders)
)
# Convert the test files to the detection file equivalent.
# Note that some of these tests may be baselines and their associated
# detection could be in experimental or not in the experimental folder
converted_test_files = []
# for test_filepath in changed_test_files:
# detection_filename = str(pathlib.Path(
# *pathlib.Path(test_filepath).parts[-2:])).replace("tests", "detections", 1)
# converted_test_files.append(detection_filename)
return self.prune_detections(changed_detection_files, types_to_test)
# detections_to_test,_,_ = self.filter_test_types(changed_detection_files)
# for f in detections_to_test:
# file_path_base = os.path.splitext(f)[0].replace('detections', 'tests') + '.test'
# file_path_new = file_path_base + '.yml'
# if file_path_new not in changed_test_files:
# changed_test_files.append(file_path_new)
# print("Total things to test (test files and detection files changed): [%d]"%(len(changed_test_files)))
# for l in changed_test_files:
# print(l)
# print(len(changed_test_files))
# import time
# time.sleep(5)
def filter_test_types(self, test_files, test_types=["Anomaly", "Hunting", "TTP"]):
files_to_test = []
files_not_to_test = []
error_files = []
for filename in test_files:
try:
with open(os.path.join("security_content", filename), "r") as fileData:
yaml_dict = list(yaml.safe_load_all(fileData))[0]
if "type" not in yaml_dict.keys():
print(
"Failed to find 'type' in the yaml for: [%s]" % (filename)
)
error_files.append(filename)
if yaml_dict["type"] in test_types:
files_to_test.append(filename)
else:
files_not_to_test.append(filename)
except Exception as e:
print("Error on trying to scan [%s]: [%s]" % (filename, str(e)))
error_files.append(filename)
print(
"***Detection Information***\n"
"\tTotal Files : %d"
"\tFiles to test : %d"
"\tFiles not to test : %d"
"\tError files : %d"
% (
len(test_files),
len(files_to_test),
len(files_not_to_test),
len(error_files),
)
)
import time
time.sleep(5)
return files_to_test, files_not_to_test, error_files