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* Tool for creating and managing periodic tables stored in Bigtable It has 2 commands: 1. backup-active-periodic-table: For backing up active periodic table 2. ensure-backups: It helps ensure right tables are backed up and retain only single backup for non active periodic tables
204 lines
9.7 KiB
Python
204 lines
9.7 KiB
Python
import argparse
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import subprocess
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import time
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import json
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from datetime import datetime, timedelta
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import pytz
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from prometheus_client import CollectorRegistry, Gauge, push_to_gateway
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registry = CollectorRegistry()
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bigtable_backup_job_last_run_seconds = Gauge('bigtable_backup_job_last_run_seconds', 'Last time a bigtable backup job ran at', registry=registry)
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bigtable_backup_job_last_success_seconds = Gauge('bigtable_backup_job_last_success_seconds', 'Last time a bigtable backup job successfully finished', registry=registry)
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bigtable_backup_job_runtime_seconds = Gauge('bigtable_backup_job_runtime_seconds', 'Runtime of last successfully finished bigtable backup job', registry=registry)
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bigtable_backup_job_backups_created = Gauge('bigtable_backup_job_backups_created', 'Number of backups created during last run', registry=registry)
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job_backup_active_periodic_table = "backup-active-periodic-table"
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job_ensure_backups = "ensure-backups"
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def secs_to_periodic_table_number(periodic_secs):
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return time.time() / periodic_secs
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def backup_active_periodic_table(args):
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push_job_started_metric(args.prom_push_gateway_endpoint, job_backup_active_periodic_table)
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start_time = time.time()
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table_id = args.bigtable_table_id_prefix + str(int(time.time() / args.periodic_table_duration))
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create_backup(table_id, args)
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push_job_finished_metric(args.prom_push_gateway_endpoint, job_backup_active_periodic_table, int(time.time() - start_time))
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def ensure_backups(args):
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push_job_started_metric(args.prom_push_gateway_endpoint, job_ensure_backups)
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start_time = time.time()
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# ensure-backups job specific metrics
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bigtable_backup_job_num_tables_backed_up = Gauge('bigtable_backup_job_num_tables_backed_up', 'Number of table backups found during last run', registry=registry)
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bigtable_backup_job_num_backup_ups = Gauge('bigtable_backup_job_num_backup_ups', 'Sum of number of backups per table found during last run', registry=registry)
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# Read all the existing backups
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popen = subprocess.Popen(['bigtable-backup', 'list-backups', '-ojson', '--backup-path', args.destination_path],
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stdout=subprocess.PIPE, stderr=subprocess.STDOUT)
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popen.wait()
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# build and push metrics related to existing backups
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backups = json.loads(popen.stdout.readline())
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if (args.duration == None and args.period_from == None) or (args.duration != None and args.period_from != None):
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raise ValueError("Either of --duration or --periodic-table-duration must be set")
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bigtable_backup_job_num_tables_backed_up.set(len(backups))
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for __, timestamps in backups.items():
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bigtable_backup_job_num_backup_ups.inc(len(timestamps))
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push_metrics(args.prom_push_gateway_endpoint, job_ensure_backups)
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if args.period_from == None:
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period_from = datetime.utcnow() - timedelta(days=args.duration)
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args.period_from = valid_date(period_from.strftime("%Y-%m-%d"))
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args.period_to = valid_date(datetime.utcnow().strftime("%Y-%m-%d"))
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oldest_table_number = int(args.period_from.timestamp() / args.periodic_table_duration)
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newest_table_number = int(args.period_to.timestamp() / args.periodic_table_duration)
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active_table_number = time.time() / args.periodic_table_duration
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print("Checking right backups exist")
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while oldest_table_number <= newest_table_number:
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table_id = args.bigtable_table_id_prefix + str(oldest_table_number)
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oldest_table_number += 1
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if table_id not in backups:
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print("backup for {} not found".format(table_id))
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create_backup(table_id, args)
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bigtable_backup_job_backups_created.inc(1)
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print("Checking whether all the backups are created after their period is over and deleting old unwanted backups")
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for table_id, timestamps in backups.items():
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table_number = int(table_id.rsplit("_", 1)[-1])
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last_timestamp_from_table_number = find_last_timestamp_from_table_number(table_number,
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args.periodic_table_duration)
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# Checking whether backup is created after last timestamp of tables period.
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if last_timestamp_from_table_number > timestamps[-1]:
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create_backup(table_id, args)
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# Retain only most recent backup for non active table
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if table_number != active_table_number and len(timestamps) > 1:
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for timestamp in timestamps[:-1]:
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delete_backup(table_id, str(timestamp), args)
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push_job_finished_metric(args.prom_push_gateway_endpoint, job_ensure_backups, int(time.time() - start_time))
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def find_last_timestamp_from_table_number(table_number, periodic_secs):
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return ((table_number + 1) * periodic_secs) - 1
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def valid_date(s):
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try:
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dt = datetime.utcnow().strptime(s, "%Y-%m-%d")
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utc = pytz.timezone('UTC')
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return utc.localize(dt)
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except ValueError:
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msg = "Not a valid date: '{0}'.".format(s)
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raise argparse.ArgumentTypeError(msg)
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def valid_periodic_duration(s):
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try:
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return int(s) * 86400
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except ValueError:
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msg = "Not a valid duration: '{0}'.".format(s)
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raise argparse.ArgumentTypeError(msg)
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def valid_table_id_prefix(s):
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if not str(s).endswith("_"):
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return str(s) + "_"
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def valid_int(s):
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return int(s)
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def create_backup(table_id, args):
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popen = subprocess.Popen(['bigtable-backup', 'create', '--bigtable-table-id-prefix', table_id,
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'--temp-prefix', args.temp_prefix, '--bigtable-project-id', args.bigtable_project_id,
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'--bigtable-instance-id', args.bigtable_instance_id, '--destination-path',
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args.destination_path],
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stdout=subprocess.PIPE, stderr=subprocess.STDOUT)
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popen.wait()
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if popen.returncode != 0:
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raise Exception("Failed to create backup with error {}".format(b"".join(popen.stdout.readlines()).decode()))
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else:
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print("Backup created for table {}".format(table_id))
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def delete_backup(table_id, timestamp, args):
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popen = subprocess.Popen(['bigtable-backup', 'delete-backup', '--bigtable-table-id', table_id,
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'--backup-path', args.destination_path, "--backup-timestamp", timestamp],
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stdout=subprocess.PIPE, stderr=subprocess.STDOUT)
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popen.wait()
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if popen.returncode != 0:
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raise Exception("Failed to delete backup with error {}".format(b"".join(popen.stdout.readlines()).decode()))
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else:
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print(popen.stdout.readlines())
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def push_job_started_metric(endpoint, job):
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try:
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bigtable_backup_job_last_run_seconds.set_to_current_time()
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push_to_gateway(endpoint, job=job, registry=registry)
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except Exception as e:
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print("failed to push metrics with error {}".format(e))
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def push_job_finished_metric(endpoint, job, runtime):
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try:
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bigtable_backup_job_last_success_seconds.set_to_current_time()
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bigtable_backup_job_runtime_seconds.set(runtime)
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push_to_gateway(endpoint, job=job, registry=registry)
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except Exception as e:
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print("failed to push metrics with error {}".format(e))
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def push_metrics(endpoint, job):
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try:
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push_to_gateway(endpoint, job=job, registry=registry)
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except Exception as e:
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print("failed to push metrics with error {}".format(e))
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def main():
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parser = argparse.ArgumentParser()
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subparser = parser.add_subparsers(help="commands")
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parser.add_argument("--bigtable-project-id", required=True,
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help="The ID of the GCP project of the Cloud Bigtable instance")
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parser.add_argument("--bigtable-instance-id", required=True,
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help="The ID of the Cloud Bigtable instance that contains the tables")
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parser.add_argument("--bigtable-table-id-prefix", required=True, type=valid_table_id_prefix,
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help="Prefix to build IDs of the tables using periodic-table-duration")
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parser.add_argument("--destination-path", required=True,
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help="GCS path where data should be written. For example, gs://mybucket/somefolder/")
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parser.add_argument("--temp-prefix", required=True,
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help="Path and filename prefix for writing temporary files. ex: gs://MyBucket/tmp")
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parser.add_argument("--periodic-table-duration", required=True, type=valid_periodic_duration,
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help="Periodic config set for loki tables in days")
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parser.add_argument("--prom-push-gateway-endpoint", default="localhost:9091", help="Endpoint where metrics are to be pushed")
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backup_active_periodic_table_parser = subparser.add_parser(job_backup_active_periodic_table,
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help="Backup active periodic table")
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backup_active_periodic_table_parser.set_defaults(func=backup_active_periodic_table)
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ensure_backups_parser = subparser.add_parser(job_ensure_backups,
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help="Ensure backups of right tables exist")
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ensure_backups_parser.add_argument('--duration', help="Duration in previous consecutive days for which backups should exist. "
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"Must not be set with --period-from and --period-to", type=valid_int)
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ensure_backups_parser.add_argument('--period-from', type=valid_date, help="Backups should exist starting from the date. Must not be set with --duration")
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ensure_backups_parser.add_argument('--period-to', type=valid_date,
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default=datetime.utcnow().strftime("%Y-%m-%d"))
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ensure_backups_parser.set_defaults(func=ensure_backups)
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args = parser.parse_args()
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args.func(args)
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if __name__ == "__main__":
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main()
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