# Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
# or more contributor license agreements. Licensed under the Elastic License;
# you may not use this file except in compliance with the Elastic License.

"""CLI commands for internal detection_rules dev team."""
import glob
import hashlib
import io
import json
import os
import shutil
import subprocess
import time
from pathlib import Path

import click
from elasticsearch import Elasticsearch
from eql import load_dump
from kibana.connector import Kibana

from . import rule_loader
from .eswrap import CollectEvents, add_range_to_dsl
from .main import root
from .misc import PYTHON_LICENSE, add_client, GithubClient, Manifest, client_error, getdefault
from .packaging import PACKAGE_FILE, Package, manage_versions, RELEASE_DIR
from .rule import Rule
from .rule_loader import get_rule
from .utils import get_path


RULES_DIR = get_path('rules')


@root.group('dev')
def dev_group():
    """Commands related to the Elastic Stack rules release lifecycle."""


@dev_group.command('build-release')
@click.argument('config-file', type=click.Path(exists=True, dir_okay=False), required=False, default=PACKAGE_FILE)
@click.option('--update-version-lock', '-u', is_flag=True,
              help='Save version.lock.json file with updated rule versions in the package')
def build_release(config_file, update_version_lock, release=None, verbose=True):
    """Assemble all the rules into Kibana-ready release files."""
    config = load_dump(config_file)['package']
    if release is not None:
        config['release'] = release

    if verbose:
        click.echo('[+] Building package {}'.format(config.get('name')))

    package = Package.from_config(config, update_version_lock=update_version_lock, verbose=verbose)
    package.save(verbose=verbose)

    if verbose:
        package.get_package_hash(verbose=True)
        click.echo(f'- {len(package.rules)} rules included')

    return package


@dev_group.command('update-lock-versions')
@click.argument('rule-ids', nargs=-1, required=True)
def update_lock_versions(rule_ids):
    """Update rule hashes in version.lock.json file without bumping version."""
    from .packaging import manage_versions

    if not click.confirm('Are you sure you want to update hashes without a version bump?'):
        return

    rules = [r for r in rule_loader.load_rules(verbose=False).values() if r.id in rule_ids]
    changed, new = manage_versions(rules, exclude_version_update=True, add_new=False, save_changes=True)

    if not changed:
        click.echo('No hashes updated')

    return changed


@dev_group.command('kibana-diff')
@click.option('--rule-id', '-r', multiple=True, help='Optionally specify rule ID')
@click.option('--repo', default='elastic/kibana', help='Repository where branch is located')
@click.option('--branch', '-b', default='master', help='Specify the kibana branch to diff against')
@click.option('--threads', '-t', type=click.IntRange(1), default=50, help='Number of threads to use to download rules')
def kibana_diff(rule_id, repo, branch, threads):
    """Diff rules against their version represented in kibana if exists."""
    from .misc import get_kibana_rules

    if rule_id:
        rules = {r.id: r for r in rule_loader.load_rules(verbose=False).values() if r.id in rule_id}
    else:
        rules = {r.id: r for r in rule_loader.get_production_rules()}

    # add versions to the rules
    manage_versions(list(rules.values()), verbose=False)
    repo_hashes = {r.id: r.get_hash() for r in rules.values()}

    kibana_rules = {r['rule_id']: r for r in get_kibana_rules(repo=repo, branch=branch, threads=threads).values()}
    kibana_hashes = {r['rule_id']: Rule.dict_hash(r) for r in kibana_rules.values()}

    missing_from_repo = list(set(kibana_hashes).difference(set(repo_hashes)))
    missing_from_kibana = list(set(repo_hashes).difference(set(kibana_hashes)))

    rule_diff = []
    for rid, rhash in repo_hashes.items():
        if rid in missing_from_kibana:
            continue
        if rhash != kibana_hashes[rid]:
            rule_diff.append(
                f'versions - repo: {rules[rid].contents["version"]}, kibana: {kibana_rules[rid]["version"]} -> '
                f'{rid} - {rules[rid].name}'
            )

    diff = {
        'missing_from_kibana': [f'{r} - {rules[r].name}' for r in missing_from_kibana],
        'diff': rule_diff,
        'missing_from_repo': [f'{r} - {kibana_rules[r]["name"]}' for r in missing_from_repo]
    }

    diff['stats'] = {k: len(v) for k, v in diff.items()}
    diff['stats'].update(total_repo_prod_rules=len(rules), total_gh_prod_rules=len(kibana_rules))

    click.echo(json.dumps(diff, indent=2, sort_keys=True))
    return diff


@dev_group.command("kibana-commit")
@click.argument("local-repo", default=get_path("..", "kibana"))
@click.option("--kibana-directory", "-d", help="Directory to overwrite in Kibana",
              default="x-pack/plugins/security_solution/server/lib/detection_engine/rules/prepackaged_rules")
@click.option("--base-branch", "-b", help="Base branch in Kibana", default="master")
@click.option("--ssh/--http", is_flag=True, help="Method to use for cloning")
@click.option("--github-repo", "-r", help="Repository to use for the branch", default="elastic/kibana")
@click.option("--message", "-m", help="Override default commit message")
@click.pass_context
def kibana_commit(ctx, local_repo, github_repo, ssh, kibana_directory, base_branch, message):
    """Prep a commit and push to Kibana."""
    git_exe = shutil.which("git")

    package_name = load_dump(PACKAGE_FILE)['package']["name"]
    release_dir = os.path.join(RELEASE_DIR, package_name)
    message = message or f"[Detection Rules] Add {package_name} rules"

    if not os.path.exists(release_dir):
        click.secho("Release directory doesn't exist.", fg="red", err=True)
        click.echo(f"Run {click.style('python -m detection_rules build-release', bold=True)} to populate", err=True)
        ctx.exit(1)

    if not git_exe:
        click.secho("Unable to find git", err=True, fg="red")
        ctx.exit(1)

    try:
        if not os.path.exists(local_repo):
            if not click.confirm(f"Kibana repository doesn't exist at {local_repo}. Clone?"):
                ctx.exit(1)

            url = f"git@github.com:{github_repo}.git" if ssh else f"https://github.com/{github_repo}.git"
            subprocess.check_call([git_exe, "clone", url, local_repo, "--depth", 1])

        def git(*args, show_output=False):
            method = subprocess.call if show_output else subprocess.check_output
            return method([git_exe, "-C", local_repo] + list(args), encoding="utf-8")

        git("checkout", base_branch)
        git("pull")
        git("checkout", "-b", f"rules/{package_name}", show_output=True)
        git("rm", "-r", kibana_directory)

        source_dir = os.path.join(release_dir, "rules")
        target_dir = os.path.join(local_repo, kibana_directory)
        os.makedirs(target_dir)

        for name in os.listdir(source_dir):
            _, ext = os.path.splitext(name)
            path = os.path.join(source_dir, name)

            if ext in (".ts", ".json"):
                shutil.copyfile(path, os.path.join(target_dir, name))

        git("add", kibana_directory)

        git("commit", "-S", "-m", message)
        git("status", show_output=True)

        click.echo(f"Kibana repository {local_repo} prepped. Push changes when ready")
        click.secho(f"cd {local_repo}", bold=True)

    except subprocess.CalledProcessError as e:
        client_error(e.returncode, e, ctx=ctx)


@dev_group.command('license-check')
@click.pass_context
def license_check(ctx):
    """Check that all code files contain a valid license."""

    failed = False

    for path in glob.glob(get_path("**", "*.py"), recursive=True):
        if path.startswith(get_path("env", "")):
            continue

        relative_path = os.path.relpath(path)

        with io.open(path, "rt", encoding="utf-8") as f:
            contents = f.read()

            # skip over shebang lines
            if contents.startswith("#!/"):
                _, _, contents = contents.partition("\n")

            if not contents.lstrip("\r\n").startswith(PYTHON_LICENSE):
                if not failed:
                    click.echo("Missing license headers for:", err=True)

                failed = True
                click.echo(relative_path, err=True)

    ctx.exit(int(failed))


@dev_group.command('package-stats')
@click.option('--token', '-t', help='GitHub token to search API authenticated (may exceed threshold without auth)')
@click.option('--threads', default=50, help='Number of threads to download rules from GitHub')
@click.pass_context
def package_stats(ctx, token, threads):
    """Get statistics for current rule package."""
    current_package: Package = ctx.invoke(build_release, verbose=False, release=None)
    release = f'v{current_package.name}.0'
    new, modified, errors = rule_loader.load_github_pr_rules(labels=[release], token=token, threads=threads)

    click.echo(f'Total rules as of {release} package: {len(current_package.rules)}')
    click.echo(f'New rules: {len(current_package.new_rules_ids)}')
    click.echo(f'Modified rules: {len(current_package.changed_rule_ids)}')
    click.echo(f'Deprecated rules: {len(current_package.removed_rule_ids)}')

    click.echo('\n-----\n')
    click.echo('Rules in active PRs for current package: ')
    click.echo(f'New rules: {len(new)}')
    click.echo(f'Modified rules: {len(modified)}')


@dev_group.command('search-rule-prs')
@click.argument('query', required=False)
@click.option('--no-loop', '-n', is_flag=True, help='Run once with no loop')
@click.option('--columns', '-c', multiple=True, help='Specify columns to add the table')
@click.option('--language', type=click.Choice(["eql", "kql"]), default="kql")
@click.option('--token', '-t', help='GitHub token to search API authenticated (may exceed threshold without auth)')
@click.option('--threads', default=50, help='Number of threads to download rules from GitHub')
@click.pass_context
def search_rule_prs(ctx, no_loop, query, columns, language, token, threads):
    """Use KQL or EQL to find matching rules from active GitHub PRs."""
    from uuid import uuid4
    from .main import search_rules

    all_rules = {}
    new, modified, errors = rule_loader.load_github_pr_rules(token=token, threads=threads)

    def add_github_meta(this_rule, status, original_rule_id=None):
        pr = this_rule.gh_pr
        rule.metadata['status'] = status
        rule.metadata['github'] = {
            'base': pr.base.label,
            'comments': [c.body for c in pr.get_comments()],
            'commits': pr.commits,
            'created_at': str(pr.created_at),
            'head': pr.head.label,
            'is_draft': pr.draft,
            'labels': [lbl.name for lbl in pr.get_labels()],
            'last_modified': str(pr.last_modified),
            'title': pr.title,
            'url': pr.html_url,
            'user': pr.user.login
        }

        if original_rule_id:
            rule.metadata['original_rule_id'] = original_rule_id
            rule.contents['rule_id'] = str(uuid4())

        rule_path = f'pr-{pr.number}-{rule.path}'
        all_rules[rule_path] = rule.rule_format()

    for rule_id, rule in new.items():
        add_github_meta(rule, 'new')

    for rule_id, rules in modified.items():
        for rule in rules:
            add_github_meta(rule, 'modified', rule_id)

    loop = not no_loop
    ctx.invoke(search_rules, query=query, columns=columns, language=language, rules=all_rules, pager=loop)

    while loop:
        query = click.prompt(f'Search loop - enter new {language} query or ctrl-z to exit')
        columns = click.prompt('columns', default=','.join(columns)).split(',')
        ctx.invoke(search_rules, query=query, columns=columns, language=language, rules=all_rules, pager=True)


@dev_group.group('test')
def test_group():
    """Commands for testing against stack resources."""


@test_group.command('event-search')
@click.argument('query')
@click.option('--index', '-i', multiple=True, help='Index patterns to search against')
@click.option('--eql/--lucene', '-e/-l', 'language', default=None, help='Query language used (default: kql)')
@click.option('--date-range', '-d', type=(str, str), default=('now-7d', 'now'), help='Date range to scope search')
@click.option('--count', '-c', is_flag=True, help='Return count of results only')
@click.option('--max-results', '-m', type=click.IntRange(1, 1000), default=100,
              help='Max results to return (capped at 1000)')
@click.option('--verbose', '-v', is_flag=True, default=True)
@add_client('elasticsearch')
def event_search(query, index, language, date_range, count, max_results, verbose=True,
                 elasticsearch_client: Elasticsearch = None):
    """Search using a query against an Elasticsearch instance."""
    start_time, end_time = date_range
    index = index or ('*',)
    language_used = "kql" if language is None else "eql" if language is True else "lucene"
    collector = CollectEvents(elasticsearch_client, max_results)

    if verbose:
        click.echo(f'searching {",".join(index)} from {start_time} to {end_time}')
        click.echo(f'{language_used}: {query}')

    if count:
        results = collector.count(query, language_used, index, start_time, end_time)
        click.echo(f'total results: {results}')
    else:
        results = collector.search(query, language_used, index, start_time, end_time, max_results)
        click.echo(f'total results: {len(results)} (capped at {max_results})')
        click.echo_via_pager(json.dumps(results, indent=2, sort_keys=True))

    return results


@test_group.command('rule-event-search')
@click.argument('rule-file', type=click.Path(dir_okay=False), required=False)
@click.option('--rule-id', '-id')
@click.option('--date-range', '-d', type=(str, str), default=('now-7d', 'now'), help='Date range to scope search')
@click.option('--count', '-c', is_flag=True, help='Return count of results only')
@click.option('--max-results', '-m', type=click.IntRange(1, 1000), default=100,
              help='Max results to return (capped at 1000)')
@click.option('--verbose', '-v', is_flag=True)
@click.pass_context
@add_client('elasticsearch')
def rule_event_search(ctx, rule_file, rule_id, date_range, count, max_results, verbose,
                      elasticsearch_client: Elasticsearch = None):
    """Search using a rule file against an Elasticsearch instance."""
    rule = None

    if rule_id:
        rule = get_rule(rule_id, verbose=False)
    elif rule_file:
        rule = Rule(rule_file, load_dump(rule_file))
    else:
        client_error('Must specify a rule file or rule ID')

    if rule.query and rule.contents.get('language'):
        if verbose:
            click.echo(f'Searching rule: {rule.name}')

        rule_lang = rule.contents.get('language')
        if rule_lang == 'kuery':
            language = None
        elif rule_lang == 'eql':
            language = True
        else:
            language = False
        ctx.invoke(event_search, query=rule.query, index=rule.contents.get('index', ['*']), language=language,
                   date_range=date_range, count=count, max_results=max_results, verbose=verbose,
                   elasticsearch_client=elasticsearch_client)
    else:
        client_error('Rule is not a query rule!')


@test_group.command('rule-survey')
@click.argument('query', required=False)
@click.option('--date-range', '-d', type=(str, str), default=('now-7d', 'now'), help='Date range to scope search')
@click.option('--dump-file', type=click.Path(dir_okay=False),
              default=get_path('surveys', f'{time.strftime("%Y%m%dT%H%M%SL")}.json'),
              help='Save details of results (capped at 1000 results/rule)')
@click.option('--hide-zero-counts', '-z', is_flag=True, help='Exclude rules with zero hits from printing')
@click.option('--hide-errors', '-e', is_flag=True, help='Exclude rules with errors from printing')
@click.pass_context
@add_client('elasticsearch', 'kibana', add_to_ctx=True)
def rule_survey(ctx: click.Context, query, date_range, dump_file, hide_zero_counts, hide_errors,
                elasticsearch_client: Elasticsearch = None, kibana_client: Kibana = None):
    """Survey rule counts."""
    from eql.table import Table
    from kibana.resources import Signal
    from . import rule_loader
    from .main import search_rules

    survey_results = []
    start_time, end_time = date_range

    if query:
        rule_paths = [r['file'] for r in ctx.invoke(search_rules, query=query, verbose=False)]
        rules = rule_loader.load_rules(rule_loader.load_rule_files(paths=rule_paths, verbose=False), verbose=False)
        rules = rules.values()
    else:
        rules = rule_loader.load_rules(verbose=False).values()

    click.echo(f'Running survey against {len(rules)} rules')
    click.echo(f'Saving detailed dump to: {dump_file}')

    collector = CollectEvents(elasticsearch_client)
    details = collector.search_from_rule(*rules, start_time=start_time, end_time=end_time)
    counts = collector.count_from_rule(*rules, start_time=start_time, end_time=end_time)

    # add alerts
    with kibana_client:
        range_dsl = {'query': {'bool': {'filter': []}}}
        add_range_to_dsl(range_dsl['query']['bool']['filter'], start_time, end_time)
        alerts = {a['_source']['signal']['rule']['rule_id']: a['_source']
                  for a in Signal.search(range_dsl)['hits']['hits']}

    for rule_id, count in counts.items():
        alert_count = len(alerts.get(rule_id, []))
        if alert_count > 0:
            count['alert_count'] = alert_count

        details[rule_id].update(count)

        search_count = count['search_count']
        if not alert_count and (hide_zero_counts and search_count == 0) or (hide_errors and search_count == -1):
            continue

        survey_results.append(count)

    fields = ['rule_id', 'name', 'search_count', 'alert_count']
    table = Table.from_list(fields, survey_results)

    if len(survey_results) > 200:
        click.echo_via_pager(table)
    else:
        click.echo(table)

    os.makedirs(get_path('surveys'), exist_ok=True)
    with open(dump_file, 'w') as f:
        json.dump(details, f, indent=2, sort_keys=True)

    return survey_results


@dev_group.group('gh-release')
def gh_release_group():
    """Commands to manage GitHub releases."""


@gh_release_group.command('create-ml')
@click.argument('directory', type=click.Path(dir_okay=True, file_okay=False))
@click.option('--gh-token', '-t', default=getdefault('gh_token'))
@click.option('--repo', '-r', default='elastic/detection-rules', help='GitHub owner/repo')
@click.option('--release-name', '-n', required=True, help='Name of release')
@click.option('--description', '-d', help='Description of release to append to default message')
@click.pass_context
def create_ml_release(ctx, directory, gh_token, repo, release_name, description):
    """Create a GitHub release."""
    import re

    # ML-DGA-20201129-25
    pattern = r'^(ML-DGA|ML-experimental-detections)-\d{4}\d{2}\d{2}-\d+$'
    assert re.match(pattern, release_name), f'release name must match pattern: {pattern}'
    assert Path(directory).name == release_name, f'directory name must match release name: {release_name}'

    gh_token = gh_token or click.prompt('GitHub token', hide_input=True)
    client = GithubClient(gh_token)
    gh_repo = client.authenticated_client.get_repo(repo)

    # validate tag name is increment by 1
    name_prefix, _, version = release_name.rsplit('-', 2)
    version = int(version)
    releases = gh_repo.get_releases()
    max_ver = max([int(r.raw_data['name'].split('-')[-1]) for r in releases
                   if r.raw_data['name'].startswith(name_prefix)], default=0)

    if version != (max_ver + 1):
        client_error(f'Last release version was {max_ver}. Release name should end with version: {max_ver + 1}')

    # validate files
    if name_prefix == 'ML-DGA':
        zipped_bundle, description_str = ctx.invoke(validate_ml_dga_asset, directory=directory, repo=repo)
    else:
        zipped_bundle, description_str = ctx.invoke(validate_ml_detections_asset, directory=directory)

    click.confirm('Validation passed, verify output. Continue?')

    if description:
        description_str = f'{description_str}\n\n----\n\n{description}'

    release = gh_repo.create_git_release(name=release_name, tag=release_name, message=description_str)
    zip_name = Path(zipped_bundle).name

    click.echo(f'release created at: {release.html_url}')

    # add zipped bundle as an asset to the release
    click.echo(f'Uploading zip file: {zip_name}')
    release.upload_asset(zipped_bundle, label=zip_name, name=zip_name, content_type='application/zip')

    # create manifest entry
    click.echo('creating manifest for release')
    manifest = Manifest(repo, tag_name=release_name, token=gh_token)
    manifest.save()

    return release


@gh_release_group.command('validate-ml-dga-asset')
@click.argument('directory', type=click.Path(exists=True, file_okay=False))
@click.option('--repo', '-r', default='elastic/detection-rules', help='GitHub owner/repo')
def validate_ml_dga_asset(directory, repo):
    """"Validate and prep an ML DGA bundle for release."""
    from .eswrap import expected_ml_dga_patterns

    now = time.strftime('%Y-%m-%dT%H:%M:%SZ', time.gmtime())

    files = list(Path(directory).glob('*'))
    if len(files) > 5:
        client_error('Too many files, expected 5')

    click.secho('[*] validated expected number of files', fg='green')

    # backup files - will re-save sorted to have deterministic hash
    backup_path = Path(directory).resolve().parent.joinpath(f'backups-{Path(directory).name}-{now.replace(":", "-")}')
    shutil.copytree(directory, backup_path)

    # validate file names and json and load
    loaded_contents = {}
    for name, pattern in expected_ml_dga_patterns.items():
        path = list(Path(directory).glob(pattern))
        match_count = len(path)
        if match_count != 1:
            client_error(f'Expected filename pattern "{pattern}" for "{name}": {match_count} matches detected')

        file_path = path[0]
        try:
            with open(file_path, 'r') as f:
                contents = json.dumps(json.load(f), sort_keys=True)
                loaded_contents[name] = {'contents': contents, 'filename': file_path}

                sha256 = hashlib.sha256(contents.encode('utf-8')).hexdigest()
                click.secho(f'     - sha256: {sha256} - {name}')

            # re-save sorted
            with open(file_path, 'w') as f:
                f.write(contents)
        except json.JSONDecodeError as e:
            client_error(f'Invalid JSON in {file_path} file', e)

    model_filename = Path(loaded_contents['model']['filename']).name
    model_name, _ = model_filename.rsplit('_', maxsplit=1)

    click.secho('[*] re-saved all files with keys sorted for deterministic hashing', fg='green')
    click.secho(f'    [+] backups saved to: {backup_path}')
    click.secho('[*] validated expected naming patterns for all files', fg='green')
    click.secho('[*] validated json formatting of all files', fg='green')

    # check manifest for existing things
    existing_sha = False
    existing_model_name = False
    model_hash = hashlib.sha256(loaded_contents['model']['contents'].encode('utf-8')).hexdigest()
    manifest_hashes = Manifest.get_existing_asset_hashes(repo)

    for release, file_data in manifest_hashes.items():
        for file_name, sha in file_data.items():
            if model_hash == sha:
                existing_sha = True
                click.secho(f'[!] hash for model file: "{loaded_contents["model"]["filename"]}" matches: '
                            f'{release} -> {file_name} -> {sha}', fg='yellow')

            if model_filename == file_name:
                existing_model_name = True
                client_error(f'name for model file: "{loaded_contents["model"]["filename"]}" matches: '
                             f'{release} -> {file_name} -> {file_name}')

    if not existing_sha:
        click.secho(f'[+] validated no existing models matched hashes for: '
                    f'{loaded_contents["model"]["filename"]}', fg='green')

    if not existing_model_name:
        click.secho(f'[+] validated no existing models matched names for: '
                    f'{loaded_contents["model"]["filename"]}', fg='green')

    # save zip
    zip_name_no_ext = Path(directory).resolve()
    zip_name = f'{zip_name_no_ext}.zip'
    shutil.make_archive(str(zip_name_no_ext), 'zip', root_dir=zip_name_no_ext.parent, base_dir=zip_name_no_ext.name)
    click.secho(f'[+] zipped folder saved to {zip_name} for release', fg='green')

    click.secho(f'[!] run `setup-dga-model -d {directory}` to test this on a live stack before releasing', fg='yellow')

    description = {
        'model_name': model_name + '\n\n----\n\n',
        'date': now,
        'model_sha256': model_hash,
        'For details reference': 'https://github.com/elastic/detection-rules/blob/main/docs/ML_DGA.md'
    }
    description_str = '\n'.join([f'{k}: {v}' for k, v in description.items()])
    click.echo()
    click.echo(f'[*] description to paste with release:\n\n{description_str}\n')

    return zip_name, description_str


@gh_release_group.command('validate-ml-detections-asset')
@click.argument('directory', type=click.Path(exists=True, file_okay=False))
def validate_ml_detections_asset(directory):
    """Validate and prep ML detection rules and jobs before release."""
    import pytoml

    now = time.strftime('%Y-%m-%dT%H:%M:%SZ', time.gmtime())

    all_files = list(Path(directory).glob('*'))
    job_paths = [f for f in all_files if f.suffix == '.json']
    rule_paths = [f for f in all_files if f.suffix == '.toml']
    other_paths = [f for f in Path(directory).glob('*') if f.suffix not in ('.toml', '.json')]
    job_count = len(job_paths)
    rule_count = len(rule_paths)
    other_count = len(other_paths)

    if 'readme.md' not in [f.name.lower() for f in other_paths]:
        client_error('Release is missing readme file')

    for job in job_paths:
        try:
            with open(job, 'r') as f:
                j = json.load(f)
                assert j.get('name'), click.style(f'[!] job file "{job}" missing: name', fg='red')
                assert j.get('type'), click.style(f'[!] job file "{job}" missing: type', fg='red')
                assert j.get('body'), click.style(f'[!] job file "{job}" missing: body', fg='red')
        except json.JSONDecodeError as e:
            client_error(f'Invalid JSON in {job} file', e)

    click.secho(f'[*] validated json formatting and required fields in {job_count} job files', fg='green')

    for rule in rule_paths:
        with open(rule, 'r') as f:
            try:
                pytoml.load(f)
            except pytoml.TomlError as e:
                client_error(f'[!] invalid rule toml for: {rule}', e)

    click.secho(f'[*] validated toml formatting for {rule_count} rule files', fg='green')

    # save zip
    zip_name_no_ext = Path(directory).resolve()
    zip_name = f'{zip_name_no_ext}.zip'
    shutil.make_archive(str(zip_name_no_ext), 'zip', root_dir=zip_name_no_ext.parent, base_dir=zip_name_no_ext.name)
    click.secho(f'[+] zipped folder saved to {zip_name} for release', fg='green')

    click.secho('[!] run `kibana upload-rule` to test rules on a live stack before releasing', fg='green')
    click.secho('[!] run `es upload-ml-job` to test jobs on a live stack before releasing', fg='green')

    description = {
        'Experimental rules': rule_count,
        'Experimental ML jobs': job_count,
        'Other files': str(other_count) + '\n\n----\n\n',
        'DGA release': '<add link to DGA release these detections were built on>',
        'date': now,
        'For details reference': 'https://github.com/elastic/detection-rules/blob/main/docs/ML_DGA.md'
    }
    description_str = '\n'.join([f'{k}: {v}' for k, v in description.items()])
    click.echo()
    click.echo(f'description to paste with release:\n\n{description_str}\n')

    return zip_name, description_str