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420 lines
14 KiB
Python
420 lines
14 KiB
Python
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import json
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import logging
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import signal
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import uuid
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from collections import defaultdict
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import argh
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import gevent.backdoor
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import gevent.event
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import prometheus_client as prom
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from monotonic import monotonic
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from psycopg2 import sql
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from psycopg2.extras import register_uuid
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from requests import HTTPError
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import common
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import common.dateutil
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from common.database import DBManager, query
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from .sheets import Sheets
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sheets_synced = prom.Counter(
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'sheets_synced',
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'Number of successful sheet syncs',
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)
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sync_errors = prom.Counter(
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'sync_errors',
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'Number of errors syncing sheets',
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)
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rows_found = prom.Counter(
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'rows_found',
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'Number of rows that sheetsync looked at with an id',
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['worksheet'],
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)
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rows_changed = prom.Counter(
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'rows_changed',
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'Number of rows that needed changes applied, with type=insert, type=input or type=output',
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['type', 'worksheet'],
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)
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event_counts = prom.Gauge(
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'event_counts',
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'Number of rows in the database',
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['sheet_name', 'category', 'poster_moment', 'state', 'errored'],
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)
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class SheetSync(object):
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# Time between syncs
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RETRY_INTERVAL = 5
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# Time to wait after getting an error
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ERROR_RETRY_INTERVAL = 10
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# How many syncs of active sheets to do before checking inactive sheets.
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# By checking inactive sheets less often, we stay within our API limits.
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# For example, 4 syncs per inactive check * 5 seconds between syncs = 20s between inactive checks
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SYNCS_PER_INACTIVE_CHECK = 4
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# How many worksheets to keep "active" based on most recent modify time
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ACTIVE_SHEET_COUNT = 2
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# Expected quota usage per 100s =
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# (100 / RETRY_INTERVAL) * ACTIVE_SHEET_COUNT
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# + (100 / RETRY_INTERVAL / SYNCS_PER_INACTIVE_CHECK) * (len(worksheets) - ACTIVE_SHEET_COUNT)
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# For current values, this is 100/5 * 2 + 100/5/4 * 6 = 70
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def __init__(self, stop, dbmanager, sheets, sheet_id, worksheets, edit_url, bustime_start, allocate_ids=False):
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self.stop = stop
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self.dbmanager = dbmanager
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self.sheets = sheets
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self.sheet_id = sheet_id
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# map {worksheet: last modify time}
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self.worksheets = {w: 0 for w in worksheets}
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self.edit_url = edit_url
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self.bustime_start = bustime_start
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self.allocate_ids = allocate_ids
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# Maps DB column names (or general identifier, for non-DB columns) to sheet column indexes.
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# Hard-coded for now, future work: determine this from column headers in sheet
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self.column_map = {
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'event_start': 0,
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'event_end': 1,
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'category': 2,
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'description': 3,
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'submitter_winner': 4,
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'poster_moment': 5,
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'image_links': 6,
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'marked_for_edit': 7,
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'notes': 8,
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'tags': 9,
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'video_link': 11,
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'state': 12,
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'edit_link': 13,
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'error': 14,
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'id': 15,
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}
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# Maps column names to a function that parses that column's value.
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# Functions take a single arg (the value to parse) and ValueError is
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# interpreted as None.
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# Columns missing from this map default to simply using the string value.
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self.column_parsers = {
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'event_start': self.parse_bustime,
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'event_end': self.parse_bustime,
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'poster_moment': lambda v: v == u'[\u2713]', # check mark
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'image_links': lambda v: [link.strip() for link in v.split()] if v.strip() else [],
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'tags': lambda v: [tag.strip() for tag in v.split(',') if tag.strip()],
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'id': lambda v: uuid.UUID(v) if v.strip() else None,
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}
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# List of input columns
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self.input_columns = [
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'event_start',
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'event_end',
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'category',
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'description',
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'submitter_winner',
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'poster_moment',
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'image_links',
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'notes',
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'tags',
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]
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# List of output columns
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self.output_columns = [
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'video_link',
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'state',
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'error',
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]
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def parse_bustime(self, value):
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"""Convert from HH:MM or HH:MM:SS format to datetime"""
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if value.strip() in ('--', ''):
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return None
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bustime = common.parse_bustime(value)
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return common.bustime_to_dt(self.bustime_start, bustime)
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def wait(self, base, interval):
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"""Wait until INTERVAL seconds after BASE."""
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now = monotonic()
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to_wait = base + common.jitter(interval) - now
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if to_wait > 0:
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self.stop.wait(to_wait)
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def run(self):
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self.conn = self.dbmanager.get_conn()
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# tracks when to do inactive checks
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sync_count = 0
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while not self.stop.is_set():
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try:
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# Since the full dataset is small, the cost of round tripping to the database to check
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# each row is more expensive than the cost of just grabbing the entire table
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# and comparing locally.
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events = self.get_events()
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if sync_count % self.SYNCS_PER_INACTIVE_CHECK == 0:
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# check all worksheets
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worksheets = self.worksheets
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else:
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# only check most recently changed worksheets
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worksheets = sorted(
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self.worksheets.keys(), key=lambda k: self.worksheets[k], reverse=True,
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)[:self.ACTIVE_SHEET_COUNT]
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sync_count += 1
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sync_start = monotonic()
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for worksheet in worksheets:
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rows = self.sheets.get_rows(self.sheet_id, worksheet)
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for row_index, row in enumerate(rows):
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# Skip first row (ie. the column titles).
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# Need to do it inside the loop and not eg. use rows[1:],
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# because then row_index won't be correct.
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if row_index == 0:
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continue
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row = self.parse_row(worksheet, row)
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self.sync_row(worksheet, row_index, row, events.get(row['id']))
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except Exception as e:
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# for HTTPErrors, http response body includes the more detailed error
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detail = ''
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if isinstance(e, HTTPError):
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detail = ": {}".format(e.response.content)
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logging.exception("Failed to sync{}".format(detail))
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sync_errors.inc()
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# To ensure a fresh slate and clear any DB-related errors, get a new conn on error.
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# This is heavy-handed but simple and effective.
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# If we can't re-connect, the program will crash from here,
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# then restart and wait until it can connect again.
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self.conn = self.dbmanager.get_conn()
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self.wait(sync_start, self.ERROR_RETRY_INTERVAL)
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else:
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logging.info("Successful sync of worksheets: {}".format(", ".join(worksheets)))
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sheets_synced.inc()
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self.wait(sync_start, self.RETRY_INTERVAL)
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def get_events(self):
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"""Return the entire events table as a map {id: event namedtuple}"""
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result = query(self.conn, "SELECT * FROM events")
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by_id = {}
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counts = defaultdict(lambda: 0)
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for row in result.fetchall():
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by_id[row.id] = row
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counts[row.sheet_name, row.category, str(row.poster_moment), row.state, str(bool(row.error))] += 1
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# Reach into metric internals and forget about all previous values,
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# or else any values we don't update will remain as a stale count.
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event_counts._metrics.clear()
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for labels, count in counts.items():
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event_counts.labels(*labels).set(count)
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return by_id
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def parse_row(self, worksheet, row):
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"""Take a row as a sequence of columns, and return a dict {column: value}"""
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row_dict = {'_parse_errors': []}
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for column, index in self.column_map.items():
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if index >= len(row):
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# Sheets omits trailing columns if they're all empty, so substitute empty string
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value = ''
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else:
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value = row[index]
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if column in self.column_parsers:
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try:
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value = self.column_parsers[column](value)
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except ValueError as e:
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value = None
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row_dict['_parse_errors'].append("Failed to parse column {}: {}".format(column, e))
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row_dict[column] = value
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# As a special case, add some implicit tags to the tags column.
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# We prepend these to make it slightly more consistent for the editor,
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# ie. it's always DAY, CATEGORY, POSTER_MOMENT, CUSTOM
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row_dict['tags'] = (
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[
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row_dict['category'], # category name
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worksheet, # sheet name
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] + (['Poster Moment'] if row_dict['poster_moment'] else [])
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+ row_dict['tags']
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)
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return row_dict
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def sync_row(self, worksheet, row_index, row, event):
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"""Take a row dict and an Event from the database (or None if id not found)
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and take whatever action is required to sync them, ie. writing to the database or sheet."""
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if event is None:
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# No event currently in DB, if any field is non-empty, then create it.
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# Otherwise ignore it.
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# Ignore the tags column for this check since it is never non-empty due to implicit tags
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# (and even if there's other tags, we don't care if there's nothing else in the row).
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if not any(row[col] for col in self.input_columns if col != 'tags'):
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return
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# Only generate row when needed (unless it's already there)
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# Originally we would allocate rows on first sync, but this led to rate limiting issues.
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if row['id'] is None:
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if self.allocate_ids:
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row['id'] = uuid.uuid4()
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logging.info("Allocating id for row {!r}:{} = {}".format(worksheet, row_index, row['id']))
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self.sheets.write_value(
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self.sheet_id, worksheet,
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row_index, self.column_map['id'],
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str(row['id']),
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)
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else:
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logging.warning("Row {!r}:{} has no valid id, skipping".format(worksheet, row_index))
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return
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logging.info("Inserting new event {}".format(row['id']))
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# Insertion conflict just means that another sheet sync beat us to the insert.
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# We can ignore it.
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insert_cols = ['id', 'sheet_name'] + self.input_columns
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built_query = sql.SQL("""
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INSERT INTO events ({})
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VALUES ({})
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ON CONFLICT DO NOTHING
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""").format(
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sql.SQL(", ").join(sql.Identifier(col) for col in insert_cols),
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sql.SQL(", ").join(sql.Placeholder(col) for col in insert_cols),
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)
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query(self.conn, built_query, sheet_name=worksheet, **row)
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rows_found.labels(worksheet).inc()
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rows_changed.labels('insert', worksheet).inc()
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self.mark_modified(worksheet)
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return
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rows_found.labels(worksheet).inc()
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# If no database error, but we have parse errors, indicate they should be displayed.
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if event.error is None and row['_parse_errors']:
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event = event._replace(error=", ".join(row['_parse_errors']))
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# Update database with any changed inputs
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changed = [col for col in self.input_columns if row[col] != getattr(event, col)]
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if changed:
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logging.info("Updating event {} with new value(s) for {}".format(
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row['id'], ', '.join(changed)
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))
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built_query = sql.SQL("""
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UPDATE events
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SET {}
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WHERE id = %(id)s
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""").format(sql.SQL(", ").join(
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sql.SQL("{} = {}").format(
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sql.Identifier(col), sql.Placeholder(col)
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) for col in changed
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))
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query(self.conn, built_query, **row)
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rows_changed.labels('input', worksheet).inc()
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self.mark_modified(worksheet)
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# Update sheet with any changed outputs
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format_output = lambda v: '' if v is None else v # cast nulls to empty string
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changed = [col for col in self.output_columns if row[col] != format_output(getattr(event, col))]
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if changed:
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logging.info("Updating sheet row {} with new value(s) for {}".format(
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row['id'], ', '.join(changed)
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))
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for col in changed:
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self.sheets.write_value(
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self.sheet_id, worksheet,
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row_index, self.column_map[col],
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format_output(getattr(event, col)),
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)
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rows_changed.labels('output', worksheet).inc()
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self.mark_modified(worksheet)
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# Set edit link if marked for editing and start/end set.
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# This prevents accidents / clicking the wrong row and provides
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# feedback that sheet sync is still working.
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# Also clear it if it shouldn't be set.
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edit_link = self.edit_url.format(row['id']) if row['marked_for_edit'] == '[+] Marked' else ''
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if row['edit_link'] != edit_link:
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logging.info("Updating sheet row {} with edit link {}".format(row['id'], edit_link))
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self.sheets.write_value(
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self.sheet_id, worksheet,
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row_index, self.column_map['edit_link'],
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edit_link,
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)
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self.mark_modified(worksheet)
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def mark_modified(self, worksheet):
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"""Mark worksheet as having had a change made, bumping it to the top of
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the most-recently-modified queue."""
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self.worksheets[worksheet] = monotonic()
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@argh.arg('dbconnect', help=
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"dbconnect should be a postgres connection string, which is either a space-separated "
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"list of key=value pairs, or a URI like:\n"
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"\tpostgresql://USER:PASSWORD@HOST/DBNAME?KEY=VALUE"
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)
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@argh.arg('sheets-creds-file', help=
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"sheets_creds_file should be a json file containing keys "
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"'client_id', 'client_secret' and 'refresh_token'."
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)
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@argh.arg('edit-url', help=
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'edit_url should be a format string for edit links, with {} as a placeholder for id. '
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'eg. "https://myeditor.example.com/edit/{}" will produce edit urls like '
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'"https://myeditor.example.com/edit/da6cf4df-4871-4a9a-a660-0b1e1a6a9c10".'
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)
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@argh.arg('bustime_start', type=common.dateutil.parse, help=
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"bustime_start is the timestamp which is bustime 00:00."
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)
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@argh.arg('worksheet-names', nargs='+', help=
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"The names of the individual worksheets within the sheet to operate on."
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)
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@argh.arg('--allocate-ids', help=
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"--allocate-ids means that it will give rows without ids an id. "
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"Only one sheet sync should have --allocate-ids on for a given sheet at once!"
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)
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def main(dbconnect, sheets_creds_file, edit_url, bustime_start, sheet_id, worksheet_names, metrics_port=8005, backdoor_port=0, allocate_ids=False):
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"""
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Sheet sync constantly scans a Google Sheets sheet and a database, copying inputs from the sheet
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to the DB and outputs from the DB to the sheet.
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With the exception of id allocation, all operations are idempotent and multiple sheet syncs
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may be run for redundancy.
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"""
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common.PromLogCountsHandler.install()
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common.install_stacksampler()
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prom.start_http_server(metrics_port)
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register_uuid()
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if backdoor_port:
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gevent.backdoor.BackdoorServer(('127.0.0.1', backdoor_port), locals=locals()).start()
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stop = gevent.event.Event()
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gevent.signal_handler(signal.SIGTERM, stop.set) # shut down on sigterm
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logging.info("Starting up")
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dbmanager = DBManager(dsn=dbconnect)
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while True:
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try:
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# Get a test connection so we know the database is up,
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# this produces a clearer error in cases where there's a connection problem.
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conn = dbmanager.get_conn()
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except Exception:
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delay = common.jitter(10)
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logging.info('Cannot connect to database. Retrying in {:.0f} s'.format(delay))
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stop.wait(delay)
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else:
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# put it back so it gets reused on next get_conn()
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dbmanager.put_conn(conn)
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break
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sheets_creds = json.load(open(sheets_creds_file))
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sheets = Sheets(
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client_id=sheets_creds['client_id'],
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client_secret=sheets_creds['client_secret'],
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refresh_token=sheets_creds['refresh_token'],
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)
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SheetSync(stop, dbmanager, sheets, sheet_id, worksheet_names, edit_url, bustime_start, allocate_ids).run()
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logging.info("Gracefully stopped")
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