log parser that reads multiple sources and captures SQL statements to follow a row's lifecycle - can optionally filter for specific tables and specific ids

looklog.py

#! /usr/bin/env python3

"""
This script is a log file parser that looks for sql UPDATE statements and filters for specified tables and ids.
It can read from multiple sources and write to a separate file for each table and id combination.

examples:
 `./looklog.py -t user,order *.log`: prints UPDATE statements for the ORDER and USER tables in *.log to stdout

 `tail -F current.log | ./looklog.py -t user -i 12345`: real time tails current.log and filters for updates to
                                                        USER 12345

 `./looklog.py -t user -s some.log`: writes a file in the form `user-<id>.log` for each USER updated in some.log

 `./looklog.py -w *.log`: the output includes the filename of the log being parsed

 `./looklog.py -t order -j user *.log`: updates to ORDER table joined to USER by USER_ID

 `./looklog.py -I -t user`: also include INSERT/SELECT pairs that's a pattern that many ORMs use

-h for options
"""
__version__ = '0.2.7'
__author__ = '[email protected]'


import sys
import os
import argparse
import re
import time
import datetime
import heapq
import glob
from operator import itemgetter
import itertools
import collections

MAX_INSERTS = 100


# TODO: refactor this since we're no longer really using this as a true dict
class FileManager(collections.OrderedDict):
    """Keep only the max_open most recent files open"""
    def __init__(self, max_open=20):
        self.seen = set()
        self.max_open = max_open
        super().__init__()

    def __getitem__(self, fname):
        fd = None
        if fname in self:
            fd = super().__getitem__(fname)
            assert not fd.closed
        if not fd:
            fd = open(fname, 'a' if fname in self.seen else 'w')
            self.__setitem__(fname, fd)
        else:
            self.move_to_end(fname)
        return fd

    def __setitem__(self, fname, fd):
        self.seen.add(fname)
        assert not fd.closed
        super().__setitem__(fname, fd)
        if len(self) >= self.max_open:
            oldest = next(iter(self))
            self[oldest].close()
            del self[oldest]


arg_parse = argparse.ArgumentParser(description='Parse SQL statements in looker logs')
arg_parse.add_argument('input_paths', metavar='LOGFILE', nargs='*',
                       help='log file(s)')
arg_parse.add_argument('-t', '--table', metavar='TABLE[,TABLE ...]',
                       help='name of SQL table(s) [can be comma separated list]')
arg_parse.add_argument('-i', '--id', metavar='ID[,ID ...]',
                       help='ID(s) [can be comma separated list]')
arg_parse.add_argument('-s', '--split', action='store_true',
                       help='split output into at most this many files named <table>-<id>.log')
arg_parse.add_argument('-d', '--dir', default='.',
                       help='name of directory to split files to (need -s n)')
arg_parse.add_argument('-w', '--with_filename', action='store_true',
                       help='include source filename when writing matched lines')
arg_parse.add_argument('-j', '--join', metavar='TABLE[,TABLE ...]',
                       help='also search the id column TABLE_ID for join table updates [can be comma separated list]')
arg_parse.add_argument('-I', '--inserts', action='store_true',
                       help='track INSERT/SELECT pairs (Sequel and similar ORM logs only)')
arg_parse.add_argument('-o', '--other',
                       help='any python compatible regex')
args = arg_parse.parse_args()

table_filter = '|'.join(map(str.strip, (args.table or r'.*?').split(',')))
id_filter = '|'.join(map(str.strip, (args.id or r'\d+').split(',')))
join_filter = '|'.join(list(map(lambda s: '{}_id'.format(s.strip()), (args.join or '').split(','))))

update_statement_re = re.compile(
    r'(?:UPDATE |DELETE FROM )["`](?P<table>{tables})["`].*WHERE.*["`](?:{id_cols})["`] = (?P<id>{ids})\D'
    .format(tables=table_filter, ids=id_filter, id_cols='|'.join(['id'] + join_filter.split('|'))),
    re.I)

# insert/select tracking is for Sequel generated rows only
insert_statement_re = re.compile(
    r'INSERT INTO ["`](?P<table>{tables})["`]'
    .format(tables=table_filter), re.I)
insert_statement_with_join_re = re.compile(
    r'INSERT INTO ["`](?P<table>{tables})["`].*\(["`](?P<id_cols>{id_cols})["`].*VALUES \((?P<id>{ids})\D'
    .format(tables=table_filter, ids=id_filter, id_cols=join_filter), re.I)
select_statement_re = re.compile(
    r'SELECT \* FROM ["`](?P<table>{tables})["`] WHERE \(["`]{id_cols}["`] = (?P<id>{ids})\D'
    .format(tables=table_filter, ids=id_filter, id_cols=join_filter), re.I)

date_re = re.compile(r'(?P<timestamp>\d\d\d\d-\d\d-\d\d \d\d:\d\d:\d\d.\d+ -\d{4})')
if args.other:
    other_statement_re = re.compile(args.other, re.I)

fm = FileManager()
recent_inserts = collections.OrderedDict()

other_fd = open('{}/other' % args.dir, 'w') if args.split else sys.stdout

if not args.input_paths:
    # no paths specified so just read stdin
    input_files = [sys.stdin]
else:
    # combine all the glob'ed filenames
    input_files = map(open, itertools.chain(*map(lambda p: glob.glob(os.path.expanduser(p)), args.input_paths)))


# Use Heapq's merge to lazily sort input files
# https://stackoverflow.com/questions/12460943/merging-pre-sorted-files-without-reading-everything-into-memory
def timestamp_from_line(_line):
    ts_m = date_re.match(_line)
    if ts_m is not None:
        return time.mktime(datetime.datetime.strptime(ts_m.group('timestamp'),
                                                      '%Y-%m-%d %H:%M:%S.%f %z').timetuple())
    return 0


# these next three lines perfectly illustrate why python is so damn awesome :)
decorated = [((timestamp_from_line(line), (line, fd)) for line in fd) for fd in input_files]
merged = heapq.merge(*decorated)
lines_and_fds = map(itemgetter(-1), merged)


def write_line(_in_fd, _m, _line, _other=False):
    _out_fd = other_fd if _other else sys.stdout

    if args.split and not _other:
        # show progress if writing to split files
        sys.stdout.write('.')
        sys.stdout.flush()
        fname = '{dir}/{table}-{id}.log'.format(dir=args.dir, table=_m.group('table'), id=_m.group('id'))
        _out_fd = fm[fname]

    # write the log line (with optional source filename)
    _out_fd.write('{file}> {line}'.format(line=_line, file=_in_fd.name)
                  if args.with_filename else '{line}'.format(line=_line))
    _out_fd.flush()


# process each line from the merged logs
for (line, in_fd) in lines_and_fds:
    if args.inserts:
        if args.join:
            insert_with_join_m = insert_statement_with_join_re.search(line)
            if insert_with_join_m:
                write_line(in_fd, insert_with_join_m, line)
                continue

        insert_m = insert_statement_re.search(line)
        if insert_m:
            recent_inserts[insert_m.group('table')] = line
            if len(recent_inserts) > MAX_INSERTS:
                recent_inserts.popitem()
            continue

        select_m = select_statement_re.search(line)
        if select_m:
            table = select_m.group('table')
            if table in recent_inserts:
                write_line(in_fd, select_m, recent_inserts[table])
                write_line(in_fd, select_m, line)
                del recent_inserts[table]
            continue

    update_m = update_statement_re.search(line)
    if update_m:
        write_line(in_fd, update_m, line)
        continue

    if args.other:
        other_m = other_statement_re.search(line)
        if other_m:
            write_line(in_fd, other_m, line, True)
            continue