zulip/zerver/lib/migrate.py

from __future__ import print_function
from typing import Any, Callable, Tuple
from django.db.models.query import QuerySet
import re
import time

def timed_ddl(db, stmt):
    # type: (Any, str) -> None
    print()
    print(time.asctime())
    print(stmt)
    t = time.time()
    db.execute(stmt)
    delay = time.time() - t
    print('Took %.2fs' % (delay,))

def validate(sql_thingy):
    # type: (str) -> None
    # Do basic validation that table/col name is safe.
    if not re.match('^[a-z][a-z\d_]+$', sql_thingy):
        raise Exception('Invalid SQL object: %s' % (sql_thingy,))

def do_batch_update(db, table, cols, vals, batch_size=10000, sleep=0.1):
    # type: (Any, str, List[str], List[str], int, float) -> None
    validate(table)
    for col in cols:
        validate(col)
    stmt = '''
        UPDATE %s
        SET (%s) = (%s)
        WHERE id >= %%s AND id < %%s
    ''' % (table, ', '.join(cols), ', '.join(['%s'] * len(cols)))
    print(stmt)
    (min_id, max_id) = db.execute("SELECT MIN(id), MAX(id) FROM %s" % (table,))[0]
    if min_id is None:
        return

    print("%s rows need updating" % (max_id - min_id,))
    while min_id <= max_id:
        lower = min_id
        upper = min_id + batch_size
        print('%s about to update range [%s,%s)' % (time.asctime(), lower, upper))
        db.start_transaction()
        params = list(vals) + [lower, upper]
        db.execute(stmt, params=params)
        db.commit_transaction()
        min_id = upper
        time.sleep(sleep)

def add_bool_columns(db, table, cols):
    # type: (Any, str, List[str]) -> None
    validate(table)
    for col in cols:
        validate(col)
    coltype = 'boolean'
    val = 'false'

    stmt = ('ALTER TABLE %s ' % (table,)) \
           + ', '.join(['ADD %s %s' % (col, coltype) for col in cols])
    timed_ddl(db, stmt)

    stmt = ('ALTER TABLE %s ' % (table,)) \
           + ', '.join(['ALTER %s SET DEFAULT %s' % (col, val) for col in cols])
    timed_ddl(db, stmt)

    vals = [val] * len(cols)
    do_batch_update(db, table, cols, vals)

    stmt = 'ANALYZE %s' % (table,)
    timed_ddl(db, stmt)

    stmt = ('ALTER TABLE %s ' % (table,)) \
           + ', '.join(['ALTER %s SET NOT NULL' % (col,) for col in cols])
    timed_ddl(db, stmt)

def create_index_if_nonexistant(db, table, col, index):
    # type: (Any, str, str, str) -> None
    validate(table)
    validate(col)
    validate(index)
    test = """SELECT relname FROM pg_class
              WHERE relname = %s"""
    if len(db.execute(test, params=[index])) != 0:
        print("Not creating index '%s' because it already exists" % (index,))
    else:
        stmt = "CREATE INDEX %s ON %s (%s)" % (index, table, col)
        timed_ddl(db, stmt)

def act_on_message_ranges(db, orm, tasks, batch_size=5000, sleep=0.5):
    # type: (Any, Dict[str, Any], List[Tuple[Callable[[QuerySet], QuerySet], Callable[[QuerySet], None]]], int , float) -> None
    # tasks should be an array of (filterer, action) tuples
    # where filterer is a function that returns a filtered QuerySet
    # and action is a function that acts on a QuerySet

    all_objects = orm['zerver.Message'].objects

    try:
        min_id = all_objects.all().order_by('id')[0].id
    except IndexError:
        print('There is no work to do')
        return

    max_id = all_objects.all().order_by('-id')[0].id
    print("max_id = %d" % (max_id,))
    overhead = int((max_id + 1 - min_id)/ batch_size * sleep / 60)
    print("Expect this to take at least %d minutes, just due to sleeps alone." % (overhead,))

    while min_id <= max_id:
        lower = min_id
        upper = min_id + batch_size - 1
        if upper > max_id:
            upper = max_id

        print('%s about to update range %s to %s' % (time.asctime(), lower, upper))

        db.start_transaction()
        for filterer, action in tasks:
            objects = all_objects.filter(id__range=(lower, upper))
            targets = filterer(objects)
            action(targets)
        db.commit_transaction()

        min_id = upper + 1
        time.sleep(sleep)