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awx/tools/data_generators/rbac_dummy_data_generator.py

729 lines
30 KiB
Python
Executable File

#!/usr/bin/env python
# Copyright (c) 2016 Ansible, Inc.
# All Rights Reserved
import os
import sys
# Python
from collections import defaultdict
from optparse import make_option, OptionParser
from datetime import datetime
import logging
# Django
import django
from django.utils.timezone import now
base_dir = os.path.abspath( # Convert into absolute path string
os.path.join( # Current file's grandparent directory
os.path.join( # Current file's parent directory
os.path.dirname( # Current file's directory
os.path.abspath(__file__) # Current file path
),
os.pardir
),
os.pardir
)
)
if base_dir not in sys.path:
sys.path.insert(1, base_dir)
os.environ.setdefault("DJANGO_SETTINGS_MODULE", "awx.settings.development") # noqa
django.setup() # noqa
from django.db import transaction # noqa
# awx
from awx.main.models import * # noqa
from awx.main.signals import ( # noqa
disable_activity_stream,
disable_computed_fields
)
option_list = [
make_option('--organizations', action='store', type='int', default=3,
help='Number of organizations to create'),
make_option('--users', action='store', type='int', default=10,
help='Number of users to create'),
make_option('--teams', action='store', type='int', default=5,
help='Number of teams to create'),
make_option('--projects', action='store', type='int', default=10,
help='Number of projects to create'),
make_option('--job-templates', action='store', type='int', default=20,
help='Number of job templates to create'),
make_option('--credentials', action='store', type='int', default=5,
help='Number of credentials to create'),
make_option('--inventories', action='store', type='int', default=5,
help='Number of credentials to create'),
make_option('--inventory-groups', action='store', type='int', default=10,
help='Number of credentials to create'),
make_option('--inventory-hosts', action='store', type='int', default=40,
help='number of credentials to create'),
make_option('--wfjts', action='store', type='int', default=15,
help='number of workflow job templates to create'),
make_option('--nodes', action='store', type='int', default=200,
help='number of workflow job template nodes to create'),
make_option('--labels', action='store', type='int', default=100,
help='labels to create, will associate 10x as many'),
make_option('--jobs', action='store', type='int', default=200,
help='number of job entries to create'),
make_option('--job-events', action='store', type='int', default=500,
help='number of job event entries to create'),
make_option('--pretend', action='store_true',
help="Don't commit the data to the database"),
make_option('--preset', action='store', type='string', default='',
help="Preset data set to use"),
make_option('--prefix', action='store', type='string', default='',
help="Prefix generated names with this string"),
#make_option('--spread-bias', action='store', type='string', default='exponential',
# help='"exponential" to bias associations exponentially front loaded for - for ex'),
]
parser = OptionParser(option_list=option_list)
options, remainder = parser.parse_args()
options = vars(options)
if options['preset']:
print(' Using preset data numbers set ' + str(options['preset']))
# Read the numbers of resources from presets file, if provided
presets_filename = os.path.abspath(os.path.join(
os.path.dirname(os.path.abspath(__file__)), 'presets.tsv'))
with open(presets_filename) as f:
text = f.read()
split_lines = [line.split('\t') for line in text.split('\n')]
keys = split_lines[0][1:]
try:
col = keys.index(options['preset'])
except ValueError:
raise Exception('Preset "%s" dataset not found, options are %s' % (options['preset'], keys))
options.update({cols[0]: cols[col + 1] for cols in split_lines})
if not options['prefix']:
options['prefix'] = options['preset']
n_organizations = int(options['organizations'])
n_users = int(options['users'])
n_teams = int(options['teams'])
n_projects = int(options['projects'])
n_job_templates = int(options['job_templates'])
n_credentials = int(options['credentials'])
n_inventories = int(options['inventories'])
n_inventory_groups = int(options['inventory_groups'])
n_inventory_hosts = int(options['inventory_hosts'])
n_wfjts = int(options['wfjts'])
n_nodes = int(options['nodes'])
n_labels = int(options['labels'])
n_jobs = int(options['jobs'])
n_job_events = int(options['job_events'])
prefix = options['prefix']
organizations = []
users = []
teams = []
projects = []
job_templates = []
credentials = []
inventories = []
inventory_groups = []
inventory_hosts = []
wfjts = []
nodes = []
labels = []
jobs = []
#job_events = []
def spread(n, m):
ret = []
# At least one in each slot, split up the rest exponentially so the first
# buckets contain a lot of entries
for i in xrange(m):
if n > 0:
ret.append(1)
n -= 1
else:
ret.append(0)
for i in xrange(m):
n_in_this_slot = n // 2
n-= n_in_this_slot
ret[i] += n_in_this_slot
if n > 0 and len(ret):
ret[0] += n
return ret
ids = defaultdict(lambda: 0)
bulk_data_description = 'From Tower bulk-data script'
# function to cycle through a list
def yield_choice(alist):
ix = 0
while True:
yield alist[ix]
ix += 1
if ix >= len(alist):
ix = 0
class Rollback(Exception):
pass
# Normally the modified_by field is populated by the crum library automatically,
# but since this is ran outside the request-response cycle that won't work.
# It is disaled here.
def mock_save(self, *args, **kwargs):
return super(PrimordialModel, self).save(*args, **kwargs)
def mock_update(self):
return
def mock_computed_fields(self, **kwargs):
pass
PrimordialModel.save = mock_save
Project.update = mock_update
startTime = datetime.now()
def make_the_data():
with disable_activity_stream():
with batch_role_ancestor_rebuilding(), disable_computed_fields():
admin, created = User.objects.get_or_create(username = 'admin', is_superuser=True)
if created:
admin.is_superuser = True
admin.save()
admin.set_password('test')
admin.save()
org_admin, created = User.objects.get_or_create(username = 'org_admin')
if created:
org_admin.set_password('test')
org_admin.save()
org_member, created = User.objects.get_or_create(username = 'org_member')
if created:
org_member.set_password('test')
org_member.save()
prj_admin, created = User.objects.get_or_create(username = 'prj_admin')
if created:
prj_admin.set_password('test')
prj_admin.save()
jt_admin, created = User.objects.get_or_create(username = 'jt_admin')
if created:
jt_admin.set_password('test')
jt_admin.save()
inv_admin, created = User.objects.get_or_create(username = 'inv_admin')
if created:
inv_admin.set_password('test')
inv_admin.save()
print('# Creating %d organizations' % n_organizations)
for i in xrange(n_organizations):
sys.stdout.write('\r%d ' % (i + 1))
sys.stdout.flush()
org, _ = Organization.objects.get_or_create(name='%s Organization %d' % (prefix, i))
organizations.append(org)
if i == 0:
org.admin_role.members.add(org_admin)
org.member_role.members.add(org_admin)
org.member_role.members.add(org_member)
org.member_role.members.add(prj_admin)
org.member_role.members.add(jt_admin)
org.member_role.members.add(inv_admin)
print('')
print('# Creating %d users' % n_users)
org_idx = 0
for n in spread(n_users, n_organizations):
for i in range(n):
ids['user'] += 1
user_id = ids['user']
sys.stdout.write('\r Assigning %d to %s: %d ' % (n, organizations[org_idx].name, i+ 1))
sys.stdout.flush()
user, _ = User.objects.get_or_create(username='%suser-%d' % (prefix, user_id))
organizations[org_idx].member_role.members.add(user)
users.append(user)
org_idx += 1
print('')
creator_gen = yield_choice(users)
for i in range(6):
next(creator_gen)
modifier_gen = yield_choice(users)
print('# Creating %d teams' % n_teams)
org_idx = 0
for n in spread(n_teams, n_organizations):
org = organizations[org_idx]
for i in range(n):
ids['team'] += 1
team_id = ids['team']
sys.stdout.write('\r Assigning %d to %s: %d ' % (n, org.name, i+ 1))
sys.stdout.flush()
team, _ = Team.objects.get_or_create(
name='%s Team %d Org %d' % (prefix, team_id, org_idx), organization=org,
defaults=dict(created_by=next(creator_gen),
modified_by=next(modifier_gen))
)
teams.append(team)
org_idx += 1
print('')
print('# Adding users to teams')
for org in organizations:
org_teams = [t for t in org.teams.all()]
org_users = [u for u in org.member_role.members.all()]
print(' Spreading %d users accross %d teams for %s' % (len(org_users), len(org_teams), org.name))
# Our normal spread for most users
cur_user_idx = 0
cur_team_idx = 0
for n in spread(len(org_users), len(org_teams)):
team = org_teams[cur_team_idx]
for i in range(n):
if cur_user_idx < len(org_users):
user = org_users[cur_user_idx]
team.member_role.members.add(user)
cur_user_idx += 1
cur_team_idx += 1
# First user gets added to all teams
for team in org_teams:
team.member_role.members.add(org_users[0])
print('# Creating %d credentials for users' % (n_credentials - n_credentials // 2))
user_idx = 0
for n in spread(n_credentials - n_credentials // 2, n_users):
user = users[user_idx]
for i in range(n):
ids['credential'] += 1
sys.stdout.write('\r %d ' % (ids['credential']))
sys.stdout.flush()
credential_id = ids['credential']
credential, _ = Credential.objects.get_or_create(
name='%s Credential %d User %d' % (prefix, credential_id, user_idx),
defaults=dict(created_by=next(creator_gen),
modified_by=next(modifier_gen)),
credential_type=CredentialType.from_v1_kind('ssh')
)
credential.admin_role.members.add(user)
credentials.append(credential)
user_idx += 1
print('')
credential_gen = yield_choice(credentials)
print('# Creating %d credentials for teams' % (n_credentials // 2))
team_idx = 0
starting_credential_id = ids['credential']
for n in spread(n_credentials - n_credentials // 2, n_teams):
team = teams[team_idx]
for i in range(n):
ids['credential'] += 1
sys.stdout.write('\r %d ' % (ids['credential'] - starting_credential_id))
sys.stdout.flush()
credential_id = ids['credential']
credential, _ = Credential.objects.get_or_create(
name='%s Credential %d team %d' % (prefix, credential_id, team_idx),
defaults=dict(created_by=next(creator_gen),
modified_by=next(modifier_gen)),
credential_type=CredentialType.from_v1_kind('ssh')
)
credential.admin_role.parents.add(team.member_role)
credentials.append(credential)
team_idx += 1
print('')
print('# Creating %d projects' % n_projects)
org_idx = 0
for n in spread(n_projects, n_organizations):
org = organizations[org_idx]
for i in range(n):
ids['project'] += 1
project_id = ids['project']
sys.stdout.write('\r Assigning %d to %s: %d ' % (n, org.name, i+ 1))
sys.stdout.flush()
project, _ = Project.objects.get_or_create(
name='%s Project %d Org %d' % (prefix, project_id, org_idx),
organization=org,
defaults=dict(
created_by=next(creator_gen), modified_by=next(modifier_gen),
scm_url='https://github.com/jlaska/ansible-playbooks.git',
scm_type='git',
playbook_files=[
"check.yml", "debug-50.yml", "debug.yml", "debug2.yml",
"debug_extra_vars.yml", "dynamic_inventory.yml",
"environ_test.yml", "fail_unless.yml", "pass_unless.yml",
"pause.yml", "ping-20.yml", "ping.yml",
"setfact_50.yml", "vault.yml"
])
)
projects.append(project)
if org_idx == 0 and i == 0:
project.admin_role.members.add(prj_admin)
org_idx += 1
print('')
print('# Creating %d inventories' % n_inventories)
org_idx = 0
for n in spread(n_inventories, min(n_inventories // 4 + 1, n_organizations)):
org = organizations[org_idx]
for i in range(n):
ids['inventory'] += 1
inventory_id = ids['inventory']
sys.stdout.write('\r Assigning %d to %s: %d ' % (n, org.name, i+ 1))
sys.stdout.flush()
inventory, _ = Inventory.objects.get_or_create(
name='%s Inventory %d Org %d' % (prefix, inventory_id, org_idx),
organization=org,
defaults=dict(created_by=next(creator_gen),
modified_by=next(modifier_gen)),
variables='{"ansible_connection": "local"}'
)
inventories.append(inventory)
if org_idx == 0 and i == 0:
inventory.admin_role.members.add(inv_admin)
org_idx += 1
print('')
print('# Creating %d inventory_groups' % n_inventory_groups)
inv_idx = 0
for n in spread(n_inventory_groups, n_inventories):
inventory = inventories[inv_idx]
parent_list = [None] * 3
for i in range(n):
ids['group'] += 1
group_id = ids['group']
sys.stdout.write('\r Assigning %d to %s: %d ' % (n, inventory.name, i+ 1))
sys.stdout.flush()
group, _ = Group.objects.get_or_create(
name='%s Group %d Inventory %d' % (prefix, group_id, inv_idx),
inventory=inventory,
defaults=dict(created_by=next(creator_gen),
modified_by=next(modifier_gen))
)
# Have each group have up to 3 parent groups
for parent_n in range(3):
if i // 4 + parent_n < len(parent_list) and parent_list[i // 4 + parent_n]:
group.parents.add(parent_list[i // 4 + parent_n])
if parent_list[i // 4] is None:
parent_list[i // 4] = group
else:
parent_list.append(group)
inventory_groups.append(group)
inv_idx += 1
print('')
print('# Creating %d inventory_hosts' % n_inventory_hosts)
group_idx = 0
for n in spread(n_inventory_hosts, n_inventory_groups):
group = inventory_groups[group_idx]
for i in range(n):
ids['host'] += 1
host_id = ids['host']
sys.stdout.write('\r Assigning %d to %s: %d ' % (n, group.name, i+ 1))
sys.stdout.flush()
host, _ = Host.objects.get_or_create(
name='%s.host-%06d.group-%05d.dummy' % (prefix, host_id, group_idx),
inventory=group.inventory,
defaults=dict(created_by=next(creator_gen),
modified_by=next(modifier_gen))
)
# Add the host to up to 3 groups
host.groups.add(group)
for m in range(2):
if group_idx + m < len(inventory_groups) and group.inventory.id == inventory_groups[group_idx + m].inventory.id:
host.groups.add(inventory_groups[group_idx + m])
inventory_hosts.append(host)
group_idx += 1
print('')
print('# Creating %d job_templates' % n_job_templates)
project_idx = 0
inv_idx = 0
for n in spread(n_job_templates, n_projects):
project = projects[project_idx]
for i in range(n):
ids['job_template'] += 1
job_template_id = ids['job_template']
sys.stdout.write('\r Assigning %d to %s: %d ' % (n, project.name, i+ 1))
sys.stdout.flush()
inventory = None
org_inv_count = project.organization.inventories.count()
if org_inv_count > 0:
inventory = project.organization.inventories.all()[inv_idx % org_inv_count]
extra_kwargs = {}
job_template, _ = JobTemplate.objects.get_or_create(
name='%s Job Template %d Project %d' % (prefix, job_template_id, project_idx),
defaults=dict(
inventory=inventory,
project=project,
created_by=next(creator_gen),
modified_by=next(modifier_gen),
playbook="debug.yml",
**extra_kwargs)
)
job_template.credentials.add(next(credential_gen))
if ids['job_template'] % 7 == 0:
job_template.credentials.add(next(credential_gen))
if ids['job_template'] % 5 == 0: # formerly cloud credential
job_template.credentials.add(next(credential_gen))
job_template._is_new = _
job_templates.append(job_template)
inv_idx += 1
if project_idx == 0 and i == 0:
job_template.admin_role.members.add(jt_admin)
project_idx += 1
if n > 0:
print('')
print('# Creating %d Workflow Job Templates' % n_wfjts)
org_idx = 0
for n in spread(n_wfjts, n_organizations):
org = organizations[org_idx]
for i in range(n):
ids['wfjts'] += 1
wfjt_id = ids['wfjts']
sys.stdout.write('\r Assigning %d to %s: %d ' % (n, org.name, i+ 1))
sys.stdout.flush()
wfjt, _ = WorkflowJobTemplate.objects.get_or_create(
name='%s WFJT %d Org %d' % (prefix, wfjt_id, org_idx),
description=bulk_data_description,
organization=org,
defaults=dict(created_by=next(creator_gen),
modified_by=next(modifier_gen))
)
wfjt._is_new = _
wfjts.append(wfjt)
org_idx += 1
if n:
print('')
print('# Creating %d Workflow Job Template nodes' % n_nodes)
wfjt_idx = 0
for n in spread(n_nodes, n_wfjts):
wfjt = wfjts[wfjt_idx]
if not wfjt._is_new:
continue
jt_gen = yield_choice(job_templates)
inv_gen = yield_choice(inventories)
cred_gen = yield_choice(credentials)
parent_idx = 0
wfjt_nodes = []
for i in range(n):
ids['nodes'] += 1
sys.stdout.write('\r Assigning %d to %s: %d ' % (n, wfjt.name, i+ 1))
sys.stdout.flush()
kwargs = dict(
workflow_job_template=wfjt,
unified_job_template=next(jt_gen),
modified=now()
)
if i % 2 == 0:
# only apply inventories for every other node
kwargs['inventory'] = next(inv_gen)
node, _ = WorkflowJobTemplateNode.objects.get_or_create(
**kwargs
)
if i % 3 == 0:
# only apply prompted credential every 3rd node
node.credentials.add(next(cred_gen))
# nodes.append(node)
wfjt_nodes.append(node)
if i <= 3:
continue
parent_node = wfjt_nodes[parent_idx]
if parent_node.workflow_job_template != node.workflow_job_template:
raise Exception("Programming error, associating nodes in different workflows")
elif parent_node == node:
raise Exception("error, self association")
if parent_idx % 2 == 0:
parent_node.always_nodes.add(node)
else:
if (i + 1) % 3 == 0:
parent_node.failure_nodes.add(node)
else:
parent_node.success_nodes.add(node)
parent_idx = (parent_idx + 7) % len(wfjt_nodes)
wfjt_idx += 1
if n:
print('')
print('# Creating %d Labels' % n_labels)
org_idx = 0
for n in spread(n_labels, n_organizations):
org = organizations[org_idx]
for i in range(n):
ids['labels'] += 1
label_id = ids['labels']
sys.stdout.write('\r Assigning %d to %s: %d ' % (n, org.name, i + 1))
sys.stdout.flush()
label, _ = Label.objects.get_or_create(
name='%sL_%do%d' % (prefix, label_id, org_idx),
organization=org,
defaults=dict(created_by=next(creator_gen),
modified_by=next(modifier_gen))
)
labels.append(label)
org_idx += 1
if n:
print('')
label_gen = yield_choice(labels)
print('# Adding labels to job templates')
jt_idx = 0
for n in spread(n_labels * 7, n_job_templates):
if n == 0:
continue
jt = job_templates[jt_idx]
if not jt._is_new:
continue
print(' Giving %d labels to %s JT' % (n, jt.name))
for i in range(n):
jt.labels.add(next(label_gen))
jt_idx += 1
print('# Adding labels to workflow job templates')
wfjt_idx = 0
for n in spread(n_labels * 3, n_wfjts):
wfjt = wfjts[wfjt_idx]
if not jt._is_new:
continue
print(' Giving %d labels to %s WFJT' % (n, wfjt.name))
for i in range(n):
wfjt.labels.add(next(label_gen))
wfjt_idx += 1
# Disable logging here, because it will mess up output format
logger = logging.getLogger('awx.main')
logger.propagate = False
print('# Creating %d jobs' % n_jobs)
group_idx = 0
job_template_idx = 0
job_i = 0
for n in spread(n_jobs, n_job_templates):
job_template = job_templates[job_template_idx]
for i in range(n):
sys.stdout.write('\r Assigning %d to %s: %d ' % (n, job_template.name, i+ 1))
sys.stdout.flush()
if len(jobs) % 4 == 0:
job_stat = 'failed'
elif len(jobs) % 11 == 0:
job_stat = 'canceled'
else:
job_stat = 'successful'
job, _ = Job.objects.get_or_create(
job_template=job_template,
status=job_stat, name="%s-%d" % (job_template.name, job_i),
project=job_template.project, inventory=job_template.inventory,
)
for ec in job_template.credentials.all():
job.credentials.add(ec)
job._is_new = _
jobs.append(job)
job_i += 1
if not job._is_new:
group_idx += 1
continue
if i + 1 == n:
job_template.last_job = job
if job_template.pk % 5 == 0:
job_template.current_job = job
job_template.save()
if job._is_new:
with transaction.atomic():
if job_template.inventory:
inv_groups = [g for g in job_template.inventory.groups.all()]
if len(inv_groups):
JobHostSummary.objects.bulk_create([
JobHostSummary(
job=job, host=h, host_name=h.name, processed=1,
created=now(), modified=now()
)
for h in inv_groups[group_idx % len(inv_groups)].hosts.all()[:100]
])
group_idx += 1
job_template_idx += 1
if n:
print('')
print('# Creating %d job events' % n_job_events)
job_idx = 0
for n in spread(n_job_events, n_jobs):
job = jobs[job_idx]
# Check if job already has events, for idempotence
if not job._is_new:
continue
# Bulk create in chunks with maximum chunk size
MAX_BULK_CREATE = 100
for j in range((n / MAX_BULK_CREATE) + 1):
n_subgroup = MAX_BULK_CREATE
if j == n / MAX_BULK_CREATE:
# on final pass, create the remainder
n_subgroup = n % MAX_BULK_CREATE
sys.stdout.write('\r Creating %d job events for job %d, subgroup: %d' % (n, job.id, j + 1))
sys.stdout.flush()
JobEvent.objects.bulk_create([
JobEvent(
created=now(),
modified=now(),
job=job,
event='runner_on_ok'
)
for i in range(n_subgroup)
])
job_idx += 1
if n:
print('')
if options['pretend']:
with transaction.atomic():
try:
make_the_data()
raise Rollback()
except Rollback:
print('Rolled back changes')
pass
else:
make_the_data()
print('')
print('script execution time: {}'.format(datetime.now() - startTime))