<commit_before>import subprocess
# Zulip's main markdown implementation.  See docs/markdown.md for
# detailed documentation on our markdown syntax.
from typing import Any, Callable, Dict, Iterable, List, Optional, Set, Text, Tuple, TypeVar, Union
from mypy_extensions import TypedDict
from typing.re import Match

import markdown
import logging
import traceback
from six.moves import urllib
import re
import os
import glob
import html
import twitter
import platform
import time
import functools
import httplib2
import itertools
import ujson
from six.moves import urllib
import xml.etree.cElementTree as etree
from xml.etree.cElementTree import Element, SubElement

from collections import defaultdict, deque

import requests

from django.core import mail
from django.conf import settings
from django.db.models import Q

from markdown.extensions import codehilite
from zerver.lib.bugdown import fenced_code
from zerver.lib.bugdown.fenced_code import FENCE_RE
from zerver.lib.camo import get_camo_url
from zerver.lib.mention import possible_mentions
from zerver.lib.timeout import timeout, TimeoutExpired
from zerver.lib.cache import (
    cache_with_key, cache_get_many, cache_set_many, NotFoundInCache)
from zerver.lib.url_preview import preview as link_preview
from zerver.models import (
    all_realm_filters,
    get_active_streams,
    get_system_bot,
    Message,
    Realm,
    RealmFilter,
    realm_filters_for_realm,<commit_msg>bugdown: Remove unused caching imports.<commit_after>import subprocess
# Zulip's main markdown implementation.  See docs/markdown.md for
# detailed documentation on our markdown syntax.
from typing import Any, Callable, Dict, Iterable, List, Optional, Set, Text, Tuple, TypeVar, Union
from mypy_extensions import TypedDict
from typing.re import Match

import markdown
import logging
import traceback
from six.moves import urllib
import re
import os
import glob
import html
import twitter
import platform
import time
import functools
import httplib2
import itertools
import ujson
from six.moves import urllib
import xml.etree.cElementTree as etree
from xml.etree.cElementTree import Element, SubElement

from collections import defaultdict, deque

import requests

from django.core import mail
from django.conf import settings
from django.db.models import Q

from markdown.extensions import codehilite
from zerver.lib.bugdown import fenced_code
from zerver.lib.bugdown.fenced_code import FENCE_RE
from zerver.lib.camo import get_camo_url
from zerver.lib.mention import possible_mentions
from zerver.lib.timeout import timeout, TimeoutExpired
from zerver.lib.cache import cache_with_key, NotFoundInCache
from zerver.lib.url_preview import preview as link_preview
from zerver.models import (
    all_realm_filters,
    get_active_streams,
    get_system_bot,
    Message,
    Realm,
    RealmFilter,
    realm_filters_for_realm,
{'fraction_non_alphanumeric': 0.044009779951100246, 'fraction_numerical': 0.0006985679357317499, 'mean_word_length': 5.465011286681715, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 4}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '7125793', 'n_tokens_mistral': 868, 'n_tokens_neox': 846, 'n_words': 299}