django1/django/db/models/sql/compiler.py

import datetime

from django.conf import settings
from django.core.exceptions import FieldError
from django.db.backends.utils import truncate_name
from django.db.models.constants import LOOKUP_SEP
from django.db.models.expressions import ExpressionNode
from django.db.models.query_utils import select_related_descend, QueryWrapper
from django.db.models.sql.constants import (CURSOR, SINGLE, MULTI, NO_RESULTS,
        ORDER_DIR, GET_ITERATOR_CHUNK_SIZE, SelectInfo)
from django.db.models.sql.datastructures import EmptyResultSet
from django.db.models.sql.expressions import SQLEvaluator
from django.db.models.sql.query import get_order_dir, Query
from django.db.transaction import TransactionManagementError
from django.db.utils import DatabaseError
from django.utils import six
from django.utils.six.moves import zip
from django.utils import timezone


class SQLCompiler(object):
    def __init__(self, query, connection, using):
        self.query = query
        self.connection = connection
        self.using = using
        self.quote_cache = {'*': '*'}
        # When ordering a queryset with distinct on a column not part of the
        # select set, the ordering column needs to be added to the select
        # clause. This information is needed both in SQL construction and
        # masking away the ordering selects from the returned row.
        self.ordering_aliases = []
        self.ordering_params = []

    def pre_sql_setup(self):
        """
        Does any necessary class setup immediately prior to producing SQL. This
        is for things that can't necessarily be done in __init__ because we
        might not have all the pieces in place at that time.
        # TODO: after the query has been executed, the altered state should be
        # cleaned. We are not using a clone() of the query here.
        """
        if not self.query.tables:
            self.query.join((None, self.query.get_meta().db_table, None))
        if (not self.query.select and self.query.default_cols and not
                self.query.included_inherited_models):
            self.query.setup_inherited_models()
        if self.query.select_related and not self.query.related_select_cols:
            self.fill_related_selections()

    def __call__(self, name):
        """
        A wrapper around connection.ops.quote_name that doesn't quote aliases
        for table names. This avoids problems with some SQL dialects that treat
        quoted strings specially (e.g. PostgreSQL).
        """
        if name in self.quote_cache:
            return self.quote_cache[name]
        if ((name in self.query.alias_map and name not in self.query.table_map) or
                name in self.query.extra_select):
            self.quote_cache[name] = name
            return name
        r = self.connection.ops.quote_name(name)
        self.quote_cache[name] = r
        return r

    def quote_name_unless_alias(self, name):
        """
        A wrapper around connection.ops.quote_name that doesn't quote aliases
        for table names. This avoids problems with some SQL dialects that treat
        quoted strings specially (e.g. PostgreSQL).
        """
        return self(name)

    def compile(self, node):
        vendor_impl = getattr(
            node, 'as_' + self.connection.vendor, None)
        if vendor_impl:
            return vendor_impl(self, self.connection)
        else:
            return node.as_sql(self, self.connection)

    def as_sql(self, with_limits=True, with_col_aliases=False):
        """
        Creates the SQL for this query. Returns the SQL string and list of
        parameters.

        If 'with_limits' is False, any limit/offset information is not included
        in the query.
        """
        if with_limits and self.query.low_mark == self.query.high_mark:
            return '', ()

        self.pre_sql_setup()
        # After executing the query, we must get rid of any joins the query
        # setup created. So, take note of alias counts before the query ran.
        # However we do not want to get rid of stuff done in pre_sql_setup(),
        # as the pre_sql_setup will modify query state in a way that forbids
        # another run of it.
        refcounts_before = self.query.alias_refcount.copy()
        out_cols, s_params = self.get_columns(with_col_aliases)
        ordering, o_params, ordering_group_by = self.get_ordering()

        distinct_fields = self.get_distinct()

        # This must come after 'select', 'ordering' and 'distinct' -- see
        # docstring of get_from_clause() for details.
        from_, f_params = self.get_from_clause()

        where, w_params = self.compile(self.query.where)
        having, h_params = self.compile(self.query.having)
        having_group_by = self.query.having.get_group_by_cols()
        params = []
        for val in six.itervalues(self.query.extra_select):
            params.extend(val[1])

        result = ['SELECT']

        if self.query.distinct:
            result.append(self.connection.ops.distinct_sql(distinct_fields))

        result.append(', '.join(out_cols + self.ordering_aliases))
        params.extend(s_params)
        params.extend(self.ordering_params)

        result.append('FROM')
        result.extend(from_)
        params.extend(f_params)

        if where:
            result.append('WHERE %s' % where)
            params.extend(w_params)

        grouping, gb_params = self.get_grouping(having_group_by, ordering_group_by)
        if grouping:
            if distinct_fields:
                raise NotImplementedError(
                    "annotate() + distinct(fields) not implemented.")
            if not ordering:
                ordering = self.connection.ops.force_no_ordering()
            result.append('GROUP BY %s' % ', '.join(grouping))
            params.extend(gb_params)

        if having:
            result.append('HAVING %s' % having)
            params.extend(h_params)

        if ordering:
            result.append('ORDER BY %s' % ', '.join(ordering))
            params.extend(o_params)

        if with_limits:
            if self.query.high_mark is not None:
                result.append('LIMIT %d' % (self.query.high_mark - self.query.low_mark))
            if self.query.low_mark:
                if self.query.high_mark is None:
                    val = self.connection.ops.no_limit_value()
                    if val:
                        result.append('LIMIT %d' % val)
                result.append('OFFSET %d' % self.query.low_mark)

        if self.query.select_for_update and self.connection.features.has_select_for_update:
            if self.connection.get_autocommit():
                raise TransactionManagementError("select_for_update cannot be used outside of a transaction.")

            # If we've been asked for a NOWAIT query but the backend does not support it,
            # raise a DatabaseError otherwise we could get an unexpected deadlock.
            nowait = self.query.select_for_update_nowait
            if nowait and not self.connection.features.has_select_for_update_nowait:
                raise DatabaseError('NOWAIT is not supported on this database backend.')
            result.append(self.connection.ops.for_update_sql(nowait=nowait))

        # Finally do cleanup - get rid of the joins we created above.
        self.query.reset_refcounts(refcounts_before)

        return ' '.join(result), tuple(params)

    def as_nested_sql(self):
        """
        Perform the same functionality as the as_sql() method, returning an
        SQL string and parameters. However, the alias prefixes are bumped
        beforehand (in a copy -- the current query isn't changed), and any
        ordering is removed if the query is unsliced.

        Used when nesting this query inside another.
        """
        obj = self.query.clone()
        if obj.low_mark == 0 and obj.high_mark is None and not self.query.distinct_fields:
            # If there is no slicing in use, then we can safely drop all ordering
            obj.clear_ordering(True)
        return obj.get_compiler(connection=self.connection).as_sql()

    def get_columns(self, with_aliases=False):
        """
        Returns the list of columns to use in the select statement, as well as
        a list any extra parameters that need to be included. If no columns
        have been specified, returns all columns relating to fields in the
        model.

        If 'with_aliases' is true, any column names that are duplicated
        (without the table names) are given unique aliases. This is needed in
        some cases to avoid ambiguity with nested queries.
        """
        qn = self
        qn2 = self.connection.ops.quote_name
        result = ['(%s) AS %s' % (col[0], qn2(alias)) for alias, col in six.iteritems(self.query.extra_select)]
        params = []
        aliases = set(self.query.extra_select.keys())
        if with_aliases:
            col_aliases = aliases.copy()
        else:
            col_aliases = set()
        if self.query.select:
            only_load = self.deferred_to_columns()
            for col, _ in self.query.select:
                if isinstance(col, (list, tuple)):
                    alias, column = col
                    table = self.query.alias_map[alias].table_name
                    if table in only_load and column not in only_load[table]:
                        continue
                    r = '%s.%s' % (qn(alias), qn(column))
                    if with_aliases:
                        if col[1] in col_aliases:
                            c_alias = 'Col%d' % len(col_aliases)
                            result.append('%s AS %s' % (r, c_alias))
                            aliases.add(c_alias)
                            col_aliases.add(c_alias)
                        else:
                            result.append('%s AS %s' % (r, qn2(col[1])))
                            aliases.add(r)
                            col_aliases.add(col[1])
                    else:
                        result.append(r)
                        aliases.add(r)
                        col_aliases.add(col[1])
                else:
                    col_sql, col_params = self.compile(col)
                    result.append(col_sql)
                    params.extend(col_params)

                    if hasattr(col, 'alias'):
                        aliases.add(col.alias)
                        col_aliases.add(col.alias)

        elif self.query.default_cols:
            cols, new_aliases = self.get_default_columns(with_aliases,
                    col_aliases)
            result.extend(cols)
            aliases.update(new_aliases)

        max_name_length = self.connection.ops.max_name_length()
        for alias, aggregate in self.query.aggregate_select.items():
            agg_sql, agg_params = self.compile(aggregate)
            if alias is None:
                result.append(agg_sql)
            else:
                result.append('%s AS %s' % (agg_sql, qn(truncate_name(alias, max_name_length))))
            params.extend(agg_params)

        for (table, col), _ in self.query.related_select_cols:
            r = '%s.%s' % (qn(table), qn(col))
            if with_aliases and col in col_aliases:
                c_alias = 'Col%d' % len(col_aliases)
                result.append('%s AS %s' % (r, c_alias))
                aliases.add(c_alias)
                col_aliases.add(c_alias)
            else:
                result.append(r)
                aliases.add(r)
                col_aliases.add(col)

        self._select_aliases = aliases
        return result, params

    def get_default_columns(self, with_aliases=False, col_aliases=None,
            start_alias=None, opts=None, as_pairs=False, from_parent=None):
        """
        Computes the default columns for selecting every field in the base
        model. Will sometimes be called to pull in related models (e.g. via
        select_related), in which case "opts" and "start_alias" will be given
        to provide a starting point for the traversal.

        Returns a list of strings, quoted appropriately for use in SQL
        directly, as well as a set of aliases used in the select statement (if
        'as_pairs' is True, returns a list of (alias, col_name) pairs instead
        of strings as the first component and None as the second component).
        """
        result = []
        if opts is None:
            opts = self.query.get_meta()
        qn = self
        qn2 = self.connection.ops.quote_name
        aliases = set()
        only_load = self.deferred_to_columns()
        if not start_alias:
            start_alias = self.query.get_initial_alias()
        # The 'seen_models' is used to optimize checking the needed parent
        # alias for a given field. This also includes None -> start_alias to
        # be used by local fields.
        seen_models = {None: start_alias}

        for field, model in opts.get_concrete_fields_with_model():
            if from_parent and model is not None and issubclass(from_parent, model):
                # Avoid loading data for already loaded parents.
                continue
            alias = self.query.join_parent_model(opts, model, start_alias,
                                                 seen_models)
            column = field.column
            for seen_model, seen_alias in seen_models.items():
                if seen_model and seen_alias == alias:
                    ancestor_link = seen_model._meta.get_ancestor_link(model)
                    if ancestor_link:
                        column = ancestor_link.column
                    break
            table = self.query.alias_map[alias].table_name
            if table in only_load and column not in only_load[table]:
                continue
            if as_pairs:
                result.append((alias, field))
                aliases.add(alias)
                continue
            if with_aliases and column in col_aliases:
                c_alias = 'Col%d' % len(col_aliases)
                result.append('%s.%s AS %s' % (qn(alias),
                    qn2(column), c_alias))
                col_aliases.add(c_alias)
                aliases.add(c_alias)
            else:
                r = '%s.%s' % (qn(alias), qn2(column))
                result.append(r)
                aliases.add(r)
                if with_aliases:
                    col_aliases.add(column)
        return result, aliases

    def get_distinct(self):
        """
        Returns a quoted list of fields to use in DISTINCT ON part of the query.

        Note that this method can alter the tables in the query, and thus it
        must be called before get_from_clause().
        """
        qn = self
        qn2 = self.connection.ops.quote_name
        result = []
        opts = self.query.get_meta()

        for name in self.query.distinct_fields:
            parts = name.split(LOOKUP_SEP)
            _, targets, alias, joins, path, _ = self._setup_joins(parts, opts, None)
            targets, alias, _ = self.query.trim_joins(targets, joins, path)
            for target in targets:
                result.append("%s.%s" % (qn(alias), qn2(target.column)))
        return result

    def get_ordering(self):
        """
        Returns a tuple containing a list representing the SQL elements in the
        "order by" clause, and the list of SQL elements that need to be added
        to the GROUP BY clause as a result of the ordering.

        Also sets the ordering_aliases attribute on this instance to a list of
        extra aliases needed in the select.

        Determining the ordering SQL can change the tables we need to include,
        so this should be run *before* get_from_clause().
        """
        if self.query.extra_order_by:
            ordering = self.query.extra_order_by
        elif not self.query.default_ordering:
            ordering = self.query.order_by
        else:
            ordering = (self.query.order_by
                        or self.query.get_meta().ordering
                        or [])
        qn = self
        qn2 = self.connection.ops.quote_name
        distinct = self.query.distinct
        select_aliases = self._select_aliases
        result = []
        group_by = []
        ordering_aliases = []
        if self.query.standard_ordering:
            asc, desc = ORDER_DIR['ASC']
        else:
            asc, desc = ORDER_DIR['DESC']

        # It's possible, due to model inheritance, that normal usage might try
        # to include the same field more than once in the ordering. We track
        # the table/column pairs we use and discard any after the first use.
        processed_pairs = set()

        params = []
        ordering_params = []
        # For plain DISTINCT queries any ORDER BY clause must appear
        # in SELECT clause.
        # http://www.postgresql.org/message-id/27009.1171559417@sss.pgh.pa.us
        must_append_to_select = distinct and not self.query.distinct_fields
        for pos, field in enumerate(ordering):
            if field == '?':
                result.append(self.connection.ops.random_function_sql())
                continue
            if isinstance(field, int):
                if field < 0:
                    order = desc
                    field = -field
                else:
                    order = asc
                result.append('%s %s' % (field, order))
                group_by.append((str(field), []))
                continue
            col, order = get_order_dir(field, asc)
            if col in self.query.aggregate_select:
                result.append('%s %s' % (qn(col), order))
                continue
            if '.' in field:
                # This came in through an extra(order_by=...) addition. Pass it
                # on verbatim.
                table, col = col.split('.', 1)
                if (table, col) not in processed_pairs:
                    elt = '%s.%s' % (qn(table), col)
                    processed_pairs.add((table, col))
                    if not must_append_to_select or elt in select_aliases:
                        result.append('%s %s' % (elt, order))
                        group_by.append((elt, []))
            elif not self.query._extra or get_order_dir(field)[0] not in self.query._extra:
                # 'col' is of the form 'field' or 'field1__field2' or
                # '-field1__field2__field', etc.
                for table, cols, order in self.find_ordering_name(field,
                        self.query.get_meta(), default_order=asc):
                    for col in cols:
                        if (table, col) not in processed_pairs:
                            elt = '%s.%s' % (qn(table), qn2(col))
                            processed_pairs.add((table, col))
                            if must_append_to_select and elt not in select_aliases:
                                ordering_aliases.append(elt)
                            result.append('%s %s' % (elt, order))
                            group_by.append((elt, []))
            else:
                elt = qn2(col)
                if col not in self.query.extra_select:
                    if must_append_to_select:
                        sql = "(%s) AS %s" % (self.query.extra[col][0], elt)
                        ordering_aliases.append(sql)
                        ordering_params.extend(self.query.extra[col][1])
                        result.append('%s %s' % (elt, order))
                    else:
                        result.append("(%s) %s" % (self.query.extra[col][0], order))
                        params.extend(self.query.extra[col][1])
                else:
                    result.append('%s %s' % (elt, order))
                group_by.append(self.query.extra[col])
        self.ordering_aliases = ordering_aliases
        self.ordering_params = ordering_params
        return result, params, group_by

    def find_ordering_name(self, name, opts, alias=None, default_order='ASC',
                           already_seen=None):
        """
        Returns the table alias (the name might be ambiguous, the alias will
        not be) and column name for ordering by the given 'name' parameter.
        The 'name' is of the form 'field1__field2__...__fieldN'.
        """
        name, order = get_order_dir(name, default_order)
        pieces = name.split(LOOKUP_SEP)
        field, targets, alias, joins, path, opts = self._setup_joins(pieces, opts, alias)

        # If we get to this point and the field is a relation to another model,
        # append the default ordering for that model unless the attribute name
        # of the field is specified.
        if field.rel and path and opts.ordering and name != field.attname:
            # Firstly, avoid infinite loops.
            if not already_seen:
                already_seen = set()
            join_tuple = tuple(self.query.alias_map[j].table_name for j in joins)
            if join_tuple in already_seen:
                raise FieldError('Infinite loop caused by ordering.')
            already_seen.add(join_tuple)

            results = []
            for item in opts.ordering:
                results.extend(self.find_ordering_name(item, opts, alias,
                                                       order, already_seen))
            return results
        targets, alias, _ = self.query.trim_joins(targets, joins, path)
        return [(alias, [t.column for t in targets], order)]

    def _setup_joins(self, pieces, opts, alias):
        """
        A helper method for get_ordering and get_distinct.

        Note that get_ordering and get_distinct must produce same target
        columns on same input, as the prefixes of get_ordering and get_distinct
        must match. Executing SQL where this is not true is an error.
        """
        if not alias:
            alias = self.query.get_initial_alias()
        field, targets, opts, joins, path = self.query.setup_joins(
            pieces, opts, alias)
        alias = joins[-1]
        return field, targets, alias, joins, path, opts

    def get_from_clause(self):
        """
        Returns a list of strings that are joined together to go after the
        "FROM" part of the query, as well as a list any extra parameters that
        need to be included. Sub-classes, can override this to create a
        from-clause via a "select".

        This should only be called after any SQL construction methods that
        might change the tables we need. This means the select columns,
        ordering and distinct must be done first.
        """
        result = []
        qn = self
        qn2 = self.connection.ops.quote_name
        first = True
        from_params = []
        for alias in self.query.tables:
            if not self.query.alias_refcount[alias]:
                continue
            try:
                name, alias, join_type, lhs, join_cols, _, join_field = self.query.alias_map[alias]
            except KeyError:
                # Extra tables can end up in self.tables, but not in the
                # alias_map if they aren't in a join. That's OK. We skip them.
                continue
            alias_str = '' if alias == name else (' %s' % alias)
            if join_type and not first:
                extra_cond = join_field.get_extra_restriction(
                    self.query.where_class, alias, lhs)
                if extra_cond:
                    extra_sql, extra_params = self.compile(extra_cond)
                    extra_sql = 'AND (%s)' % extra_sql
                    from_params.extend(extra_params)
                else:
                    extra_sql = ""
                result.append('%s %s%s ON ('
                        % (join_type, qn(name), alias_str))
                for index, (lhs_col, rhs_col) in enumerate(join_cols):
                    if index != 0:
                        result.append(' AND ')
                    result.append('%s.%s = %s.%s' %
                    (qn(lhs), qn2(lhs_col), qn(alias), qn2(rhs_col)))
                result.append('%s)' % extra_sql)
            else:
                connector = '' if first else ', '
                result.append('%s%s%s' % (connector, qn(name), alias_str))
            first = False
        for t in self.query.extra_tables:
            alias, _ = self.query.table_alias(t)
            # Only add the alias if it's not already present (the table_alias()
            # calls increments the refcount, so an alias refcount of one means
            # this is the only reference.
            if alias not in self.query.alias_map or self.query.alias_refcount[alias] == 1:
                connector = '' if first else ', '
                result.append('%s%s' % (connector, qn(alias)))
                first = False
        return result, from_params

    def get_grouping(self, having_group_by, ordering_group_by):
        """
        Returns a tuple representing the SQL elements in the "group by" clause.
        """
        qn = self
        result, params = [], []
        if self.query.group_by is not None:
            select_cols = self.query.select + self.query.related_select_cols
            # Just the column, not the fields.
            select_cols = [s[0] for s in select_cols]
            if (len(self.query.get_meta().concrete_fields) == len(self.query.select)
                    and self.connection.features.allows_group_by_pk):
                self.query.group_by = [
                    (self.query.get_initial_alias(), self.query.get_meta().pk.column)
                ]
                select_cols = []
            seen = set()
            cols = self.query.group_by + having_group_by + select_cols
            for col in cols:
                col_params = ()
                if isinstance(col, (list, tuple)):
                    sql = '%s.%s' % (qn(col[0]), qn(col[1]))
                elif hasattr(col, 'as_sql'):
                    self.compile(col)
                else:
                    sql = '(%s)' % str(col)
                if sql not in seen:
                    result.append(sql)
                    params.extend(col_params)
                    seen.add(sql)

            # Still, we need to add all stuff in ordering (except if the backend can
            # group by just by PK).
            if ordering_group_by and not self.connection.features.allows_group_by_pk:
                for order, order_params in ordering_group_by:
                    # Even if we have seen the same SQL string, it might have
                    # different params, so, we add same SQL in "has params" case.
                    if order not in seen or order_params:
                        result.append(order)
                        params.extend(order_params)
                        seen.add(order)

            # Unconditionally add the extra_select items.
            for extra_select, extra_params in self.query.extra_select.values():
                sql = '(%s)' % str(extra_select)
                result.append(sql)
                params.extend(extra_params)

        return result, params

    def fill_related_selections(self, opts=None, root_alias=None, cur_depth=1,
            requested=None, restricted=None):
        """
        Fill in the information needed for a select_related query. The current
        depth is measured as the number of connections away from the root model
        (for example, cur_depth=1 means we are looking at models with direct
        connections to the root model).
        """
        if not restricted and self.query.max_depth and cur_depth > self.query.max_depth:
            # We've recursed far enough; bail out.
            return

        if not opts:
            opts = self.query.get_meta()
            root_alias = self.query.get_initial_alias()
            self.query.related_select_cols = []
        only_load = self.query.get_loaded_field_names()

        # Setup for the case when only particular related fields should be
        # included in the related selection.
        if requested is None:
            if isinstance(self.query.select_related, dict):
                requested = self.query.select_related
                restricted = True
            else:
                restricted = False

        for f, model in opts.get_fields_with_model():
            # The get_fields_with_model() returns None for fields that live
            # in the field's local model. So, for those fields we want to use
            # the f.model - that is the field's local model.
            field_model = model or f.model
            if not select_related_descend(f, restricted, requested,
                                          only_load.get(field_model)):
                continue
            _, _, _, joins, _ = self.query.setup_joins(
                [f.name], opts, root_alias)
            alias = joins[-1]
            columns, _ = self.get_default_columns(start_alias=alias,
                    opts=f.rel.to._meta, as_pairs=True)
            self.query.related_select_cols.extend(
                SelectInfo((col[0], col[1].column), col[1]) for col in columns)
            if restricted:
                next = requested.get(f.name, {})
            else:
                next = False
            self.fill_related_selections(f.rel.to._meta, alias, cur_depth + 1,
                    next, restricted)

        if restricted:
            related_fields = [
                (o.field, o.model)
                for o in opts.get_all_related_objects()
                if o.field.unique
            ]
            for f, model in related_fields:
                if not select_related_descend(f, restricted, requested,
                                              only_load.get(model), reverse=True):
                    continue

                _, _, _, joins, _ = self.query.setup_joins(
                    [f.related_query_name()], opts, root_alias)
                alias = joins[-1]
                from_parent = (opts.model if issubclass(model, opts.model)
                               else None)
                columns, _ = self.get_default_columns(start_alias=alias,
                    opts=model._meta, as_pairs=True, from_parent=from_parent)
                self.query.related_select_cols.extend(
                    SelectInfo((col[0], col[1].column), col[1]) for col in columns)
                next = requested.get(f.related_query_name(), {})
                self.fill_related_selections(model._meta, alias, cur_depth + 1,
                                             next, restricted)

    def deferred_to_columns(self):
        """
        Converts the self.deferred_loading data structure to mapping of table
        names to sets of column names which are to be loaded. Returns the
        dictionary.
        """
        columns = {}
        self.query.deferred_to_data(columns, self.query.deferred_to_columns_cb)
        return columns

    def get_converters(self, fields):
        converters = {}
        index_extra_select = len(self.query.extra_select)
        for i, field in enumerate(fields):
            if field:
                backend_converters = self.connection.ops.get_db_converters(field.get_internal_type())
                field_converters = field.get_db_converters(self.connection)
                if backend_converters or field_converters:
                    converters[index_extra_select + i] = (backend_converters, field_converters, field)
        return converters

    def apply_converters(self, row, converters):
        row = list(row)
        for pos, (backend_converters, field_converters, field) in converters.items():
            value = row[pos]
            for converter in backend_converters:
                value = converter(value, field)
            for converter in field_converters:
                value = converter(value, self.connection)
            row[pos] = value
        return tuple(row)

    def results_iter(self):
        """
        Returns an iterator over the results from executing this query.
        """
        fields = None
        converters = None
        has_aggregate_select = bool(self.query.aggregate_select)
        for rows in self.execute_sql(MULTI):
            for row in rows:
                if has_aggregate_select:
                    loaded_fields = self.query.get_loaded_field_names().get(self.query.model, set()) or self.query.select
                    aggregate_start = len(self.query.extra_select) + len(loaded_fields)
                    aggregate_end = aggregate_start + len(self.query.aggregate_select)
                if fields is None:
                    # We only set this up here because
                    # related_select_cols isn't populated until
                    # execute_sql() has been called.

                    # We also include types of fields of related models that
                    # will be included via select_related() for the benefit
                    # of MySQL/MySQLdb when boolean fields are involved
                    # (#15040).

                    # This code duplicates the logic for the order of fields
                    # found in get_columns(). It would be nice to clean this up.
                    if self.query.select:
                        fields = [f.field for f in self.query.select]
                    elif self.query.default_cols:
                        fields = self.query.get_meta().concrete_fields
                    else:
                        fields = []
                    fields = fields + [f.field for f in self.query.related_select_cols]

                    # If the field was deferred, exclude it from being passed
                    # into `get_converters` because it wasn't selected.
                    only_load = self.deferred_to_columns()
                    if only_load:
                        fields = [f for f in fields if f.model._meta.db_table not in only_load or
                                  f.column in only_load[f.model._meta.db_table]]
                    if has_aggregate_select:
                        # pad None in to fields for aggregates
                        fields = fields[:aggregate_start] + [
                            None for x in range(0, aggregate_end - aggregate_start)
                        ] + fields[aggregate_start:]
                    converters = self.get_converters(fields)
                if converters:
                    row = self.apply_converters(row, converters)

                if has_aggregate_select:
                    row = tuple(row[:aggregate_start]) + tuple(
                        self.query.resolve_aggregate(value, aggregate, self.connection)
                        for (alias, aggregate), value
                        in zip(self.query.aggregate_select.items(), row[aggregate_start:aggregate_end])
                    ) + tuple(row[aggregate_end:])

                yield row

    def has_results(self):
        """
        Backends (e.g. NoSQL) can override this in order to use optimized
        versions of "query has any results."
        """
        # This is always executed on a query clone, so we can modify self.query
        self.query.add_extra({'a': 1}, None, None, None, None, None)
        self.query.set_extra_mask(['a'])
        return bool(self.execute_sql(SINGLE))

    def execute_sql(self, result_type=MULTI):
        """
        Run the query against the database and returns the result(s). The
        return value is a single data item if result_type is SINGLE, or an
        iterator over the results if the result_type is MULTI.

        result_type is either MULTI (use fetchmany() to retrieve all rows),
        SINGLE (only retrieve a single row), or None. In this last case, the
        cursor is returned if any query is executed, since it's used by
        subclasses such as InsertQuery). It's possible, however, that no query
        is needed, as the filters describe an empty set. In that case, None is
        returned, to avoid any unnecessary database interaction.
        """
        if not result_type:
            result_type = NO_RESULTS
        try:
            sql, params = self.as_sql()
            if not sql:
                raise EmptyResultSet
        except EmptyResultSet:
            if result_type == MULTI:
                return iter([])
            else:
                return

        cursor = self.connection.cursor()
        try:
            cursor.execute(sql, params)
        except Exception:
            cursor.close()
            raise

        if result_type == CURSOR:
            # Caller didn't specify a result_type, so just give them back the
            # cursor to process (and close).
            return cursor
        if result_type == SINGLE:
            try:
                if self.ordering_aliases:
                    return cursor.fetchone()[:-len(self.ordering_aliases)]
                return cursor.fetchone()
            finally:
                # done with the cursor
                cursor.close()
        if result_type == NO_RESULTS:
            cursor.close()
            return

        # The MULTI case.
        if self.ordering_aliases:
            result = order_modified_iter(cursor, len(self.ordering_aliases),
                    self.connection.features.empty_fetchmany_value)
        else:
            result = cursor_iter(cursor,
                self.connection.features.empty_fetchmany_value)
        if not self.connection.features.can_use_chunked_reads:
            try:
                # If we are using non-chunked reads, we return the same data
                # structure as normally, but ensure it is all read into memory
                # before going any further.
                return list(result)
            finally:
                # done with the cursor
                cursor.close()
        return result

    def as_subquery_condition(self, alias, columns, qn):
        inner_qn = self
        qn2 = self.connection.ops.quote_name
        if len(columns) == 1:
            sql, params = self.as_sql()
            return '%s.%s IN (%s)' % (qn(alias), qn2(columns[0]), sql), params

        for index, select_col in enumerate(self.query.select):
            lhs = '%s.%s' % (inner_qn(select_col.col[0]), qn2(select_col.col[1]))
            rhs = '%s.%s' % (qn(alias), qn2(columns[index]))
            self.query.where.add(
                QueryWrapper('%s = %s' % (lhs, rhs), []), 'AND')

        sql, params = self.as_sql()
        return 'EXISTS (%s)' % sql, params


class SQLInsertCompiler(SQLCompiler):

    def __init__(self, *args, **kwargs):
        self.return_id = False
        super(SQLInsertCompiler, self).__init__(*args, **kwargs)

    def placeholder(self, field, val):
        if field is None:
            # A field value of None means the value is raw.
            return val
        elif hasattr(field, 'get_placeholder'):
            # Some fields (e.g. geo fields) need special munging before
            # they can be inserted.
            return field.get_placeholder(val, self.connection)
        else:
            # Return the common case for the placeholder
            return '%s'

    def as_sql(self):
        # We don't need quote_name_unless_alias() here, since these are all
        # going to be column names (so we can avoid the extra overhead).
        qn = self.connection.ops.quote_name
        opts = self.query.get_meta()
        result = ['INSERT INTO %s' % qn(opts.db_table)]

        has_fields = bool(self.query.fields)
        fields = self.query.fields if has_fields else [opts.pk]
        result.append('(%s)' % ', '.join(qn(f.column) for f in fields))

        if has_fields:
            params = values = [
                [
                    f.get_db_prep_save(getattr(obj, f.attname) if self.query.raw else f.pre_save(obj, True), connection=self.connection)
                    for f in fields
                ]
                for obj in self.query.objs
            ]
        else:
            values = [[self.connection.ops.pk_default_value()] for obj in self.query.objs]
            params = [[]]
            fields = [None]
        can_bulk = (not any(hasattr(field, "get_placeholder") for field in fields) and
            not self.return_id and self.connection.features.has_bulk_insert)

        if can_bulk:
            placeholders = [["%s"] * len(fields)]
        else:
            placeholders = [
                [self.placeholder(field, v) for field, v in zip(fields, val)]
                for val in values
            ]
            # Oracle Spatial needs to remove some values due to #10888
            params = self.connection.ops.modify_insert_params(placeholders, params)
        if self.return_id and self.connection.features.can_return_id_from_insert:
            params = params[0]
            col = "%s.%s" % (qn(opts.db_table), qn(opts.pk.column))
            result.append("VALUES (%s)" % ", ".join(placeholders[0]))
            r_fmt, r_params = self.connection.ops.return_insert_id()
            # Skip empty r_fmt to allow subclasses to customize behavior for
            # 3rd party backends. Refs #19096.
            if r_fmt:
                result.append(r_fmt % col)
                params += r_params
            return [(" ".join(result), tuple(params))]
        if can_bulk:
            result.append(self.connection.ops.bulk_insert_sql(fields, len(values)))
            return [(" ".join(result), tuple(v for val in values for v in val))]
        else:
            return [
                (" ".join(result + ["VALUES (%s)" % ", ".join(p)]), vals)
                for p, vals in zip(placeholders, params)
            ]

    def execute_sql(self, return_id=False):
        assert not (return_id and len(self.query.objs) != 1)
        self.return_id = return_id
        with self.connection.cursor() as cursor:
            for sql, params in self.as_sql():
                cursor.execute(sql, params)
            if not (return_id and cursor):
                return
            if self.connection.features.can_return_id_from_insert:
                return self.connection.ops.fetch_returned_insert_id(cursor)
            return self.connection.ops.last_insert_id(cursor,
                    self.query.get_meta().db_table, self.query.get_meta().pk.column)


class SQLDeleteCompiler(SQLCompiler):
    def as_sql(self):
        """
        Creates the SQL for this query. Returns the SQL string and list of
        parameters.
        """
        assert len(self.query.tables) == 1, \
            "Can only delete from one table at a time."
        qn = self
        result = ['DELETE FROM %s' % qn(self.query.tables[0])]
        where, params = self.compile(self.query.where)
        if where:
            result.append('WHERE %s' % where)
        return ' '.join(result), tuple(params)


class SQLUpdateCompiler(SQLCompiler):
    def as_sql(self):
        """
        Creates the SQL for this query. Returns the SQL string and list of
        parameters.
        """
        self.pre_sql_setup()
        if not self.query.values:
            return '', ()
        table = self.query.tables[0]
        qn = self
        result = ['UPDATE %s' % qn(table)]
        result.append('SET')
        values, update_params = [], []
        for field, model, val in self.query.values:
            if hasattr(val, 'prepare_database_save'):
                if field.rel or isinstance(val, ExpressionNode):
                    val = val.prepare_database_save(field)
                else:
                    raise TypeError("Database is trying to update a relational field "
                                    "of type %s with a value of type %s. Make sure "
                                    "you are setting the correct relations" %
                                    (field.__class__.__name__, val.__class__.__name__))
            else:
                val = field.get_db_prep_save(val, connection=self.connection)

            # Getting the placeholder for the field.
            if hasattr(field, 'get_placeholder'):
                placeholder = field.get_placeholder(val, self.connection)
            else:
                placeholder = '%s'

            if hasattr(val, 'evaluate'):
                val = SQLEvaluator(val, self.query, allow_joins=False)
            name = field.column
            if hasattr(val, 'as_sql'):
                sql, params = self.compile(val)
                values.append('%s = %s' % (qn(name), sql))
                update_params.extend(params)
            elif val is not None:
                values.append('%s = %s' % (qn(name), placeholder))
                update_params.append(val)
            else:
                values.append('%s = NULL' % qn(name))
        if not values:
            return '', ()
        result.append(', '.join(values))
        where, params = self.compile(self.query.where)
        if where:
            result.append('WHERE %s' % where)
        return ' '.join(result), tuple(update_params + params)

    def execute_sql(self, result_type):
        """
        Execute the specified update. Returns the number of rows affected by
        the primary update query. The "primary update query" is the first
        non-empty query that is executed. Row counts for any subsequent,
        related queries are not available.
        """
        cursor = super(SQLUpdateCompiler, self).execute_sql(result_type)
        try:
            rows = cursor.rowcount if cursor else 0
            is_empty = cursor is None
        finally:
            if cursor:
                cursor.close()
        for query in self.query.get_related_updates():
            aux_rows = query.get_compiler(self.using).execute_sql(result_type)
            if is_empty and aux_rows:
                rows = aux_rows
                is_empty = False
        return rows

    def pre_sql_setup(self):
        """
        If the update depends on results from other tables, we need to do some
        munging of the "where" conditions to match the format required for
        (portable) SQL updates. That is done here.

        Further, if we are going to be running multiple updates, we pull out
        the id values to update at this point so that they don't change as a
        result of the progressive updates.
        """
        self.query.select_related = False
        self.query.clear_ordering(True)
        super(SQLUpdateCompiler, self).pre_sql_setup()
        count = self.query.count_active_tables()
        if not self.query.related_updates and count == 1:
            return

        # We need to use a sub-select in the where clause to filter on things
        # from other tables.
        query = self.query.clone(klass=Query)
        query._extra = {}
        query.select = []
        query.add_fields([query.get_meta().pk.name])
        # Recheck the count - it is possible that fiddling with the select
        # fields above removes tables from the query. Refs #18304.
        count = query.count_active_tables()
        if not self.query.related_updates and count == 1:
            return

        must_pre_select = count > 1 and not self.connection.features.update_can_self_select

        # Now we adjust the current query: reset the where clause and get rid
        # of all the tables we don't need (since they're in the sub-select).
        self.query.where = self.query.where_class()
        if self.query.related_updates or must_pre_select:
            # Either we're using the idents in multiple update queries (so
            # don't want them to change), or the db backend doesn't support
            # selecting from the updating table (e.g. MySQL).
            idents = []
            for rows in query.get_compiler(self.using).execute_sql(MULTI):
                idents.extend(r[0] for r in rows)
            self.query.add_filter(('pk__in', idents))
            self.query.related_ids = idents
        else:
            # The fast path. Filters and updates in one query.
            self.query.add_filter(('pk__in', query))
        for alias in self.query.tables[1:]:
            self.query.alias_refcount[alias] = 0


class SQLAggregateCompiler(SQLCompiler):
    def as_sql(self, qn=None):
        """
        Creates the SQL for this query. Returns the SQL string and list of
        parameters.
        """
        if qn is None:
            qn = self

        sql, params = [], []
        for aggregate in self.query.aggregate_select.values():
            agg_sql, agg_params = self.compile(aggregate)
            sql.append(agg_sql)
            params.extend(agg_params)
        sql = ', '.join(sql)
        params = tuple(params)

        sql = 'SELECT %s FROM (%s) subquery' % (sql, self.query.subquery)
        params = params + self.query.sub_params
        return sql, params


class SQLDateCompiler(SQLCompiler):
    def results_iter(self):
        """
        Returns an iterator over the results from executing this query.
        """
        from django.db.models.fields import DateField
        converters = self.get_converters([DateField()])

        offset = len(self.query.extra_select)
        for rows in self.execute_sql(MULTI):
            for row in rows:
                date = self.apply_converters(row, converters)[offset]
                if isinstance(date, datetime.datetime):
                    date = date.date()
                yield date


class SQLDateTimeCompiler(SQLCompiler):
    def results_iter(self):
        """
        Returns an iterator over the results from executing this query.
        """
        from django.db.models.fields import DateTimeField
        converters = self.get_converters([DateTimeField()])

        offset = len(self.query.extra_select)
        for rows in self.execute_sql(MULTI):
            for row in rows:
                datetime = self.apply_converters(row, converters)[offset]
                # Datetimes are artificially returned in UTC on databases that
                # don't support time zone. Restore the zone used in the query.
                if settings.USE_TZ:
                    if datetime is None:
                        raise ValueError("Database returned an invalid value "
                                         "in QuerySet.datetimes(). Are time zone "
                                         "definitions for your database and pytz installed?")
                    datetime = datetime.replace(tzinfo=None)
                    datetime = timezone.make_aware(datetime, self.query.tzinfo)
                yield datetime


def cursor_iter(cursor, sentinel):
    """
    Yields blocks of rows from a cursor and ensures the cursor is closed when
    done.
    """
    try:
        for rows in iter((lambda: cursor.fetchmany(GET_ITERATOR_CHUNK_SIZE)),
                sentinel):
            yield rows
    finally:
        cursor.close()


def order_modified_iter(cursor, trim, sentinel):
    """
    Yields blocks of rows from a cursor. We use this iterator in the special
    case when extra output columns have been added to support ordering
    requirements. We must trim those extra columns before anything else can use
    the results, since they're only needed to make the SQL valid.
    """
    try:
        for rows in iter((lambda: cursor.fetchmany(GET_ITERATOR_CHUNK_SIZE)),
                sentinel):
            yield [r[:-trim] for r in rows]
    finally:
        cursor.close()