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authormike bayer <mike_mp@zzzcomputing.com>2016-06-06 18:56:20 -0400
committerGerrit Code Review <gerrit2@ln3.zzzcomputing.com>2016-06-06 18:56:20 -0400
commita90b0101aaf616cddb8bc675f4a221fe7de6c420 (patch)
tree8d27951ccf32a992f182b26296bff57569d3eb01
parent6bc0da30b0f238514ccfbc8ac1fb78200ee104d1 (diff)
parent528509e1bc41c7fe4e51f7bb550db6343b29e841 (diff)
downloadsqlalchemy-a90b0101aaf616cddb8bc675f4a221fe7de6c420.tar.gz
Merge "Add "render_nulls" flag to bulk_insert as optional performance optimization"
-rw-r--r--doc/build/changelog/changelog_11.rst9
-rw-r--r--lib/sqlalchemy/orm/persistence.py10
-rw-r--r--lib/sqlalchemy/orm/session.py39
-rw-r--r--test/orm/test_bulk.py27
4 files changed, 73 insertions, 12 deletions
diff --git a/doc/build/changelog/changelog_11.rst b/doc/build/changelog/changelog_11.rst
index 789a241d0..297be5d2d 100644
--- a/doc/build/changelog/changelog_11.rst
+++ b/doc/build/changelog/changelog_11.rst
@@ -22,6 +22,15 @@
:version: 1.1.0b1
.. change::
+ :tags: feature, orm
+
+ Added new flag :paramref:`.Session.bulk_insert_mappings.render_nulls`
+ which allows an ORM bulk INSERT to occur with NULL values rendered;
+ this bypasses server side defaults, however allows all statements
+ to be formed with the same set of columns, allowing them to be
+ batched. Pull request courtesy Tobias Sauerwein.
+
+ .. change::
:tags: feature, mssql
The ``mssql_clustered`` flag available on :class:`.UniqueConstraint`,
diff --git a/lib/sqlalchemy/orm/persistence.py b/lib/sqlalchemy/orm/persistence.py
index a5e0d9d95..0b029f466 100644
--- a/lib/sqlalchemy/orm/persistence.py
+++ b/lib/sqlalchemy/orm/persistence.py
@@ -25,7 +25,8 @@ from . import loading
def _bulk_insert(
- mapper, mappings, session_transaction, isstates, return_defaults):
+ mapper, mappings, session_transaction, isstates, return_defaults,
+ render_nulls):
base_mapper = mapper.base_mapper
cached_connections = _cached_connection_dict(base_mapper)
@@ -58,7 +59,8 @@ def _bulk_insert(
has_all_defaults in _collect_insert_commands(table, (
(None, mapping, mapper, connection)
for mapping in mappings),
- bulk=True, return_defaults=return_defaults
+ bulk=True, return_defaults=return_defaults,
+ render_nulls=render_nulls
)
)
_emit_insert_statements(base_mapper, None,
@@ -365,7 +367,7 @@ def _organize_states_for_delete(base_mapper, states, uowtransaction):
def _collect_insert_commands(
table, states_to_insert,
- bulk=False, return_defaults=False):
+ bulk=False, return_defaults=False, render_nulls=False):
"""Identify sets of values to use in INSERT statements for a
list of states.
@@ -384,7 +386,7 @@ def _collect_insert_commands(
for propkey in set(propkey_to_col).intersection(state_dict):
value = state_dict[propkey]
col = propkey_to_col[propkey]
- if value is None and propkey not in eval_none:
+ if value is None and propkey not in eval_none and not render_nulls:
continue
elif not bulk and isinstance(value, sql.ClauseElement):
value_params[col.key] = value
diff --git a/lib/sqlalchemy/orm/session.py b/lib/sqlalchemy/orm/session.py
index 1cf1bdb24..a7440bf40 100644
--- a/lib/sqlalchemy/orm/session.py
+++ b/lib/sqlalchemy/orm/session.py
@@ -2261,9 +2261,10 @@ class Session(_SessionClassMethods):
):
self._bulk_save_mappings(
mapper, states, isupdate, True,
- return_defaults, update_changed_only)
+ return_defaults, update_changed_only, False)
- def bulk_insert_mappings(self, mapper, mappings, return_defaults=False):
+ def bulk_insert_mappings(
+ self, mapper, mappings, return_defaults=False, render_nulls=False):
"""Perform a bulk insert of the given list of mapping dictionaries.
The bulk insert feature allows plain Python dictionaries to be used as
@@ -2316,6 +2317,29 @@ class Session(_SessionClassMethods):
reason this flag should be set as the returned default information
is not used.
+ :param render_nulls: When True, a value of ``None`` will result
+ in a NULL value being included in the INSERT statement, rather
+ than the column being omitted from the INSERT. This allows all
+ the rows being INSERTed to have the identical set of columns which
+ allows the full set of rows to be batched to the DBAPI. Normally,
+ each column-set that contains a different combination of NULL values
+ than the previous row must omit a different series of columns from
+ the rendered INSERT statement, which means it must be emitted as a
+ separate statement. By passing this flag, the full set of rows
+ are guaranteed to be batchable into one batch; the cost however is
+ that server-side defaults which are invoked by an omitted column will
+ be skipped, so care must be taken to ensure that these are not
+ necessary.
+
+ .. warning::
+
+ When this flag is set, **server side default SQL values will
+ not be invoked** for those columns that are inserted as NULL;
+ the NULL value will be sent explicitly. Care must be taken
+ to ensure that no server-side default functions need to be
+ invoked for the operation as a whole.
+
+ .. versionadded:: 1.1
.. seealso::
@@ -2327,7 +2351,8 @@ class Session(_SessionClassMethods):
"""
self._bulk_save_mappings(
- mapper, mappings, False, False, return_defaults, False)
+ mapper, mappings, False, False,
+ return_defaults, False, render_nulls)
def bulk_update_mappings(self, mapper, mappings):
"""Perform a bulk update of the given list of mapping dictionaries.
@@ -2376,11 +2401,12 @@ class Session(_SessionClassMethods):
:meth:`.Session.bulk_save_objects`
"""
- self._bulk_save_mappings(mapper, mappings, True, False, False, False)
+ self._bulk_save_mappings(
+ mapper, mappings, True, False, False, False, False)
def _bulk_save_mappings(
self, mapper, mappings, isupdate, isstates,
- return_defaults, update_changed_only):
+ return_defaults, update_changed_only, render_nulls):
mapper = _class_to_mapper(mapper)
self._flushing = True
@@ -2393,7 +2419,8 @@ class Session(_SessionClassMethods):
isstates, update_changed_only)
else:
persistence._bulk_insert(
- mapper, mappings, transaction, isstates, return_defaults)
+ mapper, mappings, transaction,
+ isstates, return_defaults, render_nulls)
transaction.commit()
except:
diff --git a/test/orm/test_bulk.py b/test/orm/test_bulk.py
index 878560cf6..0a51a5ad3 100644
--- a/test/orm/test_bulk.py
+++ b/test/orm/test_bulk.py
@@ -17,11 +17,12 @@ class BulkInsertUpdateTest(BulkTest, _fixtures.FixtureTest):
@classmethod
def setup_mappers(cls):
- User, Address = cls.classes("User", "Address")
- u, a = cls.tables("users", "addresses")
+ User, Address, Order = cls.classes("User", "Address", "Order")
+ u, a, o = cls.tables("users", "addresses", "orders")
mapper(User, u)
mapper(Address, a)
+ mapper(Order, o)
def test_bulk_save_return_defaults(self):
User, = self.classes("User",)
@@ -155,6 +156,28 @@ class BulkInsertUpdateTest(BulkTest, _fixtures.FixtureTest):
)
)
+ def test_bulk_insert_render_nulls(self):
+ Order, = self.classes("Order",)
+
+ s = Session()
+ with self.sql_execution_asserter() as asserter:
+ s.bulk_insert_mappings(
+ Order,
+ [{'id': 1, 'description': 'u1new'},
+ {'id': 2, 'description': None},
+ {'id': 3, 'description': 'u3new'}],
+ render_nulls=True
+ )
+
+ asserter.assert_(
+ CompiledSQL(
+ "INSERT INTO orders (id, description) VALUES (:id, :description)",
+ [{'id': 1, 'description': 'u1new'},
+ {'id': 2, 'description': None},
+ {'id': 3, 'description': 'u3new'}]
+ )
+ )
+
class BulkUDPostfetchTest(BulkTest, fixtures.MappedTest):
@classmethod