#!/usr/bin/env python3 import csv import datetime import hashlib import json import numpy import requests import os import re import sys from typing import Optional, List, Dict from urllib.parse import urljoin class Stage: def __init__(self, stage_dict: Dict): self.name = stage_dict['name'] self.success = stage_dict['status'].lower() == 'success' self.start_time = datetime.datetime.fromtimestamp(stage_dict['startTimeMillis']/1000) self.duration = datetime.timedelta(milliseconds=stage_dict['durationMillis']) class Build: def __init__(self, job_name: str, build_dict: Dict): self.job_name = job_name self.number = build_dict['number'] self.result = build_dict['result'] self.start_time = datetime.datetime.fromtimestamp(build_dict['timestamp']/1000) self.duration = datetime.timedelta(milliseconds=build_dict['duration']) self.stages = [] # type: List[Stage] self.agent = None # type: Optional[str] @property def hour(self) -> datetime.datetime: return datetime.datetime( year=self.start_time.year, month=self.start_time.month, day=self.start_time.day, hour=self.start_time.hour, ) @property def day(self) -> datetime.datetime: return datetime.datetime( year=self.start_time.year, month=self.start_time.month, day=self.start_time.day, ) @property def success(self): return self.result.lower() == 'success' def update_from_wfdata(self, wfdata: Dict): self.stages = [Stage(s) for s in wfdata['stages']] class JenkinsStatsReader: _TMP_DIR = 'tmp/jenkins' def __init__(self): self.username = None # type: Optional[str] self.password = None # type: Optional[str] self.jenkins_url = None # type: Optional[str] self.jobs = [] # type: List[str] self.builds = {} # type: Dict[str, List[Build]] self._read_config() self._session = requests.session() self._session.auth = (self.username, self.password) def _read_config(self, credential_path='~/.llvm-premerge-checks/jenkins-creds.json'): with open(os.path.expanduser(credential_path)) as credential_file: config = json.load(credential_file) self.username = config['username'] self.password = config['password'] self.jenkins_url = config['jenkins_url'] @property def job_names(self) -> List[str]: return self.builds.keys() def get_data(self): jobnames = self.fetch_jobsnames() print('Found {} jobs: {}'.format(len(jobnames), jobnames)) self.get_builds(jobnames) # self.get_workflow_data() self.get_build_agents() self.create_statistics('hour') self.create_statistics('day') self.write_all_builds() def cached_get(self, url, as_json: bool = True): m = hashlib.sha256() m.update(url.encode('utf-8')) filename = m.digest().hex() cache_file = os.path.join(self._TMP_DIR, filename) if os.path.isfile(cache_file): with open(cache_file, 'r') as json_file: if as_json: return json.load(json_file) return json_file.read() response = self._session.get(urljoin(self.jenkins_url, url)) if response.status_code != 200: if response.status_code == 404: return None raise IOError('Could not read data from {}:\n{}'.format(url, response.text)) os.makedirs(self._TMP_DIR, exist_ok=True) with open(cache_file, 'w') as jenkins_data_file: jenkins_data_file.write(response.text) if as_json: return response.json() return response.text def fetch_jobsnames(self) -> List[str]: data = self.cached_get('api/json?tree=jobs[name]') return [job['name'] for job in data['jobs']] def get_builds(self, job_names): for job_name in job_names: print('Gettings builds for: {}'.format(job_name)) build_data = self.cached_get('job/{}/api/json?tree=allBuilds[number,result,duration,timestamp,executor]'.format(job_name)) self.builds[job_name] = [Build(job_name, b) for b in build_data['allBuilds']] print('{} has {} builds'.format(job_name, len(self.builds[job_name]))) def get_workflow_data(self): print('Getting workflow data...') for job_name, builds in self.builds.items(): for i, build in enumerate(builds): wfdata = self.cached_get('job/{}/{}/wfapi/'.format(job_name, build.number)) build.update_from_wfdata(wfdata) sys.stdout.write('\r{} [{}/{}]'.format(job_name, i, len(builds))) sys.stdout.flush() def get_build_agents(self): print('Getting agent names...') for job_name, builds in self.builds.items(): for i, build in enumerate(builds): console_log = self.cached_get('job/{}/{}/consoleText'.format(job_name, build.number), as_json=False) if console_log is None: continue match = re.search(r'Running on ([\w-]+) in', console_log) if match: build.agent = match.group(1) sys.stdout.write('\r{} [{}/{}]'.format(job_name, i, len(builds))) sys.stdout.flush() def create_statistics(self, group_by: str): for job_name, builds in self.builds.items(): print('Writing data for {}'.format(job_name)) # TODO: add success/failure rates fieldnames = ['date', '# builds', 'median duration', 'p90 duration', 'p95 duration', 'max duration'] csv_file = open('tmp/jenkins_{}_{}.csv'.format(job_name, group_by), 'w') writer = csv.DictWriter(csv_file, fieldnames=fieldnames, dialect=csv.excel) writer.writeheader() build_hist = {} for build in builds: build_hist.setdefault(getattr(build, group_by), []).append(build) for key in sorted(build_hist.keys()): builds = build_hist[key] # type: List[Build] durations = numpy.array([b.duration.seconds for b in builds]) writer.writerow({ 'date': key, '# builds': len(builds), 'median duration': numpy.median(durations)/60, 'p90 duration': numpy.percentile(durations, 90)/60, 'p95 duration': numpy.percentile(durations, 95)/60, 'max duration': numpy.max(durations)/60, }) def write_all_builds(self): for job_name, builds in self.builds.items(): fieldnames = ['date', 'job_name', 'build_number', 'duration', 'agent', 'success'] csv_file = open('tmp/jenkins_all_builds.csv', 'w') writer = csv.DictWriter(csv_file, fieldnames=fieldnames, dialect=csv.excel) writer.writeheader() for build in builds: writer.writerow({ 'date': build.start_time, 'job_name': job_name, 'build_number': build.number, 'duration': build.duration, 'agent': build.agent, 'success': build.success, }) if __name__ == '__main__': jsr = JenkinsStatsReader() jsr.get_data()