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cachalot._get_tables()   F

Complexity

Conditions 12

Size

Total Lines 23

Duplication

Lines 0
Ratio 0 %
Metric Value
cc 12
dl 0
loc 23
rs 2.9695

How to fix   Complexity   

Complexity

Complex classes like cachalot._get_tables() often do a lot of different things. To break such a class down, we need to identify a cohesive component within that class. A common approach to find such a component is to look for fields/methods that share the same prefixes, or suffixes.

Once you have determined the fields that belong together, you can apply the Extract Class refactoring. If the component makes sense as a sub-class, Extract Subclass is also a candidate, and is often faster.

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# coding: utf-8
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from __future__ import unicode_literals
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import datetime
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from decimal import Decimal
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from hashlib import sha1
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from time import time
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from uuid import UUID
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from django import VERSION as django_version
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from django.db import connections
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from django.db.models.sql import Query
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from django.db.models.sql.where import ExtraWhere, SubqueryConstraint
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from django.utils.module_loading import import_string
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from django.utils.six import text_type, binary_type
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from .settings import cachalot_settings
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from .signals import post_invalidation
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from .transaction import AtomicCache
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DJANGO_LTE_1_8 = django_version[:2] <= (1, 8)
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DJANGO_GTE_1_9 = django_version[:2] >= (1, 9)
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class UncachableQuery(Exception):
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    pass
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CACHABLE_PARAM_TYPES = {
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    bool, int, float, Decimal, binary_type, text_type, type(None),
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    datetime.date, datetime.time, datetime.datetime, datetime.timedelta, UUID,
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}
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UNCACHABLE_FUNCS = set()
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if DJANGO_GTE_1_9:
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    from django.db.models.functions import Now
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    from django.contrib.postgres.functions import TransactionNow
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    UNCACHABLE_FUNCS.update((Now, TransactionNow))
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try:
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    from psycopg2.extras import (
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        NumericRange, DateRange, DateTimeRange, DateTimeTZRange, Inet, Json)
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except ImportError:
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    pass
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else:
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    CACHABLE_PARAM_TYPES.update((
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        NumericRange, DateRange, DateTimeRange, DateTimeTZRange, Inet, Json))
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def check_parameter_types(params):
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    for p in params:
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        cl = p.__class__
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        if cl not in CACHABLE_PARAM_TYPES:
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            if cl is list or cl is tuple:
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                check_parameter_types(p)
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            elif cl is dict:
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                check_parameter_types(p.items())
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            else:
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                raise UncachableQuery
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def get_query_cache_key(compiler):
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    """
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    Generates a cache key from a SQLCompiler.
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    This cache key is specific to the SQL query and its context
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    (which database is used).  The same query in the same context
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    (= the same database) must generate the same cache key.
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    :arg compiler: A SQLCompiler that will generate the SQL query
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    :type compiler: django.db.models.sql.compiler.SQLCompiler
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    :return: A cache key
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    :rtype: str
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    """
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    sql, params = compiler.as_sql()
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    check_parameter_types(params)
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    cache_key = '%s:%s:%s' % (compiler.using, sql, params)
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    return sha1(cache_key.encode('utf-8')).hexdigest()
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def get_table_cache_key(db_alias, table):
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    """
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    Generates a cache key from a SQL table.
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    :arg db_alias: Alias of the used database
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    :type db_alias: str or unicode
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    :arg table: Name of the SQL table
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    :type table: str or unicode
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    :return: A cache key
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    :rtype: str
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    """
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    cache_key = '%s:%s' % (db_alias, table)
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    return sha1(cache_key.encode('utf-8')).hexdigest()
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def _get_query_cache_key(compiler):
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    return import_string(cachalot_settings.CACHALOT_QUERY_KEYGEN)(compiler)
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def _get_table_cache_key(db_alias, table):
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    return import_string(cachalot_settings.CACHALOT_TABLE_KEYGEN)(db_alias, table)
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def _get_tables_from_sql(connection, lowercased_sql):
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    return [t for t in connection.introspection.django_table_names()
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            if t in lowercased_sql]
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def _find_subqueries(children):
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    for child in children:
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        if child.__class__ is SubqueryConstraint:
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            if child.query_object.__class__ is Query:
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                yield child.query_object
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            else:
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                yield child.query_object.query
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        else:
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            rhs = None
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            if hasattr(child, 'rhs'):
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                rhs = child.rhs
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            rhs_class = rhs.__class__
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            if rhs_class is Query:
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                yield rhs
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            elif hasattr(rhs, 'query'):
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                yield rhs.query
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            elif rhs_class in UNCACHABLE_FUNCS:
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                raise UncachableQuery
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        if hasattr(child, 'children'):
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            for grand_child in _find_subqueries(child.children):
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                yield grand_child
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def _get_tables(query, db_alias):
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    if '?' in query.order_by and not cachalot_settings.CACHALOT_CACHE_RANDOM:
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        raise UncachableQuery
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    tables = set(query.table_map)
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    tables.add(query.get_meta().db_table)
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    subquery_constraints = _find_subqueries(
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        query.where.children + query.having.children if DJANGO_LTE_1_8
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        else query.where.children)
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    for subquery in subquery_constraints:
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        tables.update(_get_tables(subquery, db_alias))
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    if query.extra_select or hasattr(query, 'subquery') \
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            or any(c.__class__ is ExtraWhere for c in query.where.children):
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        sql = query.get_compiler(db_alias).as_sql()[0].lower()
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        additional_tables = _get_tables_from_sql(connections[db_alias], sql)
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        tables.update(additional_tables)
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    whitelist = cachalot_settings.CACHALOT_ONLY_CACHABLE_TABLES
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    blacklist = cachalot_settings.CACHALOT_UNCACHABLE_TABLES
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    if (whitelist and not tables.issubset(whitelist)) \
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            or not tables.isdisjoint(blacklist):
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        raise UncachableQuery
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    return tables
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def _get_table_cache_keys(compiler):
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    db_alias = compiler.using
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    tables = _get_tables(compiler.query, db_alias)
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    return [_get_table_cache_key(db_alias, t) for t in tables]
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def _invalidate_tables(cache, db_alias, tables):
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    now = time()
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    d = {}
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    for table in tables:
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        d[_get_table_cache_key(db_alias, table)] = now
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    cache.set_many(d, None)
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    if isinstance(cache, AtomicCache):
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        cache.to_be_invalidated.update(tables)
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def _invalidate_table(cache, db_alias, table):
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    cache.set(_get_table_cache_key(db_alias, table), time(), None)
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    if isinstance(cache, AtomicCache):
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        cache.to_be_invalidated.add(table)
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    else:
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        post_invalidation.send(table, db_alias=db_alias)
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