Source code for django_mysql.utils

import os
import subprocess
import time
from collections import defaultdict
from queue import Empty, Queue
from threading import Lock, Thread
from weakref import WeakKeyDictionary

import django
from django.db import DEFAULT_DB_ALIAS
from django.db import connection as default_connection
from django.db import connections

class WeightedAverageRate:
    Adapted from percona-toolkit - provides a weighted average counter to keep
    at a certain rate of activity (row iterations etc.).

    def __init__(self, target_t, weight=0.75):
        target_t - Target time for t in update()
        weight - Weight of previous n/t values
        self.target_t = target_t
        self.avg_n = 0.0
        self.avg_t = 0.0
        self.weight = weight

    def update(self, n, t):
        Update weighted average rate.  Param n is generic; it's how many of
        whatever the caller is doing (rows, checksums, etc.).  Param s is how
        long this n took, in seconds (hi-res or not).

            n - Number of operations (rows, etc.)
            t - Amount of time in seconds that n took

            n adjusted to meet target_t based on weighted decaying avg rate
        if self.avg_n and self.avg_t:
            self.avg_n = (self.avg_n * self.weight) + n
            self.avg_t = (self.avg_t * self.weight) + t
            self.avg_n = n
            self.avg_t = t

        new_n = int(self.avg_rate * self.target_t)
        return new_n

    def avg_rate(self):
            return self.avg_n / self.avg_t
        except ZeroDivisionError:
            # Assume a small amount of time, not 0
            return self.avg_n / 0.001

class StopWatch:
    Context manager for timing a block

    def __enter__(self):
        self.start_time = time.time()
        return self

    def __exit__(self, *args, **kwargs):
        self.end_time = time.time()
        self.total_time = self.end_time - self.start_time

def format_duration(total_seconds):
    hours = total_seconds // 3600
    minutes = (total_seconds % 3600) // 60
    seconds = total_seconds % 60

    out = []
    if hours > 0:
        out.extend([str(hours), "h"])
    if hours or minutes:
        out.extend([str(minutes), "m"])
    out.extend([str(seconds), "s"])
    return "".join(out)

if django.VERSION >= (3, 0):

    def connection_is_mariadb(connection):
        return connection.vendor == "mysql" and connection.mysql_is_mariadb


    _is_mariadb_cache = WeakKeyDictionary()

[docs] def connection_is_mariadb(connection): if connection.vendor != "mysql": return False if connection is default_connection: connection = connections[DEFAULT_DB_ALIAS] try: return _is_mariadb_cache[connection] except KeyError: with connection.temporary_connection(): server_info = connection.connection.get_server_info() is_mariadb = "MariaDB" in server_info _is_mariadb_cache[connection] = is_mariadb return is_mariadb
def settings_to_cmd_args(settings_dict): """ Copied from django 1.8 MySQL backend DatabaseClient - where the runshell commandline creation has been extracted and made callable like so. """ args = ["mysql"] db = settings_dict["OPTIONS"].get("db", settings_dict["NAME"]) user = settings_dict["OPTIONS"].get("user", settings_dict["USER"]) passwd = settings_dict["OPTIONS"].get("passwd", settings_dict["PASSWORD"]) host = settings_dict["OPTIONS"].get("host", settings_dict["HOST"]) port = settings_dict["OPTIONS"].get("port", settings_dict["PORT"]) cert = settings_dict["OPTIONS"].get("ssl", {}).get("ca") defaults_file = settings_dict["OPTIONS"].get("read_default_file") # Seems to be no good way to set sql_mode with CLI. if defaults_file: args += ["--defaults-file=%s" % defaults_file] if user: args += ["--user=%s" % user] if passwd: args += ["--password=%s" % passwd] if host: if "/" in host: args += ["--socket=%s" % host] else: args += ["--host=%s" % host] if port: args += ["--port=%s" % port] if cert: args += ["--ssl-ca=%s" % cert] if db: args += [db] return args programs_memo = {} def have_program(program_name): global programs_memo if program_name not in programs_memo: status =["which", program_name], stdout=subprocess.PIPE) programs_memo[program_name] = status == 0 return programs_memo[program_name]
[docs]def pt_fingerprint(query): """ Takes a query (in a string) and returns its 'fingerprint' """ if not have_program("pt-fingerprint"): # pragma: no cover raise OSError("pt-fingerprint doesn't appear to be installed") thread = PTFingerprintThread.get_thread() thread.in_queue.put(query) return thread.out_queue.get()
class PTFingerprintThread(Thread): """ Class for a singleton background thread to pass queries to pt-fingerprint and get their fingerprints back. This is done because the process launch time is relatively expensive and it's useful to be able to fingerprinting queries quickly. The get_thread() class method returns the singleton thread - either instantiating it or returning the existing one. The thread launches pt-fingerprint with subprocess and then takes queries from an input queue, passes them the subprocess and returns the fingerprint to an output queue. If it receives no queries in PROCESS_LIFETIME seconds, it closes the subprocess and itself - so you don't have processes hanging around. """ the_thread = None life_lock = Lock() PROCESS_LIFETIME = 60.0 # seconds @classmethod def get_thread(cls): with cls.life_lock: if cls.the_thread is None: in_queue = Queue() out_queue = Queue() thread = cls(in_queue, out_queue) thread.daemon = True thread.in_queue = in_queue thread.out_queue = out_queue thread.start() cls.the_thread = thread return cls.the_thread def __init__(self, in_queue, out_queue, **kwargs): self.in_queue = in_queue self.out_queue = out_queue super().__init__(**kwargs) def run(self): # pty is unix/linux only import pty # noqa global fingerprint_thread master, slave = pty.openpty() proc = subprocess.Popen( ["pt-fingerprint"], stdin=subprocess.PIPE, stdout=slave, close_fds=True ) stdin = proc.stdin stdout = os.fdopen(master) while True: try: query = self.in_queue.get(timeout=self.PROCESS_LIFETIME) except Empty: self.life_lock.acquire() # We timed out, but there was something put into the queue # since if ( self.__class__.the_thread is self and self.in_queue.qsize() ): # pragma: no cover self.life_lock.release() break # Die break stdin.write(query.encode("utf-8")) if not query.endswith(";"): stdin.write(b";") stdin.write(b"\n") stdin.flush() fingerprint = stdout.readline() self.out_queue.put(fingerprint.strip()) stdin.close() self.__class__.the_thread = None self.life_lock.release() def collapse_spaces(string): bits = string.replace("\n", " ").split(" ") return " ".join(filter(None, bits)) def index_name(model, *field_names, **kwargs): """ Returns the name of the index existing on field_names, or raises KeyError if no such index exists. """ if not len(field_names): raise ValueError("At least one field name required") using = kwargs.pop("using", DEFAULT_DB_ALIAS) if len(kwargs): raise ValueError("The only supported keyword argument is 'using'") existing_fields = { field for field in model._meta.fields} fields = [existing_fields[name] for name in field_names if name in existing_fields] if len(fields) != len(field_names): unfound_names = set(field_names) - { for field in fields} raise ValueError("Fields do not exist: " + ",".join(unfound_names)) column_names = tuple(field.column for field in fields) list_sql = get_list_sql(column_names) with connections[using].cursor() as cursor: cursor.execute( """SELECT `INDEX_NAME`, `SEQ_IN_INDEX`, `COLUMN_NAME` FROM INFORMATION_SCHEMA.STATISTICS WHERE TABLE_SCHEMA = DATABASE() AND TABLE_NAME = %s AND COLUMN_NAME IN {list_sql} ORDER BY `INDEX_NAME`, `SEQ_IN_INDEX` ASC """.format( list_sql=list_sql ), (model._meta.db_table,) + column_names, ) indexes = defaultdict(list) for index_name, _, column_name in cursor.fetchall(): indexes[index_name].append(column_name) indexes_by_columns = {tuple(v): k for k, v in indexes.items()} try: return indexes_by_columns[column_names] except KeyError: raise KeyError("There is no index on (" + ",".join(field_names) + ")") def get_list_sql(sequence): return "({})".format(",".join("%s" for x in sequence)) def mysql_connections(): conn_names = [DEFAULT_DB_ALIAS] + list(set(connections) - {DEFAULT_DB_ALIAS}) for alias in conn_names: connection = connections[alias] if connection.vendor != "mysql": continue yield alias, connection