<feed xmlns='http://www.w3.org/2005/Atom'>
<title>delta/python-packages/sqlalchemy.git/examples, branch 2020_tutorial</title>
<subtitle>github.com: zzzeek/sqlalchemy.git
</subtitle>
<link rel='alternate' type='text/html' href='http://git.baserock.org/cgit/delta/python-packages/sqlalchemy.git/'/>
<entry>
<title>introduce deferred lambdas</title>
<updated>2020-07-04T03:39:51+00:00</updated>
<author>
<name>Mike Bayer</name>
<email>mike_mp@zzzcomputing.com</email>
</author>
<published>2019-12-16T22:06:43+00:00</published>
<link rel='alternate' type='text/html' href='http://git.baserock.org/cgit/delta/python-packages/sqlalchemy.git/commit/?id=3dc9a4a2392d033f9d1bd79dd6b6ecea6281a61c'/>
<id>3dc9a4a2392d033f9d1bd79dd6b6ecea6281a61c</id>
<content type='text'>
The coercions system allows us to add in lambdas as arguments
to Core and ORM elements without changing them at all.   By allowing
the lambda to produce a deterministic cache key where we can also
cheat and yank out literal parameters means we can move towards
having 90% of "baked" functionality in a clearer way right in
Core / ORM.

As a second step, we can have whole statements inside the lambda,
and can then add generation with __add__(), so then we have
100% of "baked" functionality with full support of ad-hoc
literal values.

Adds some more short_selects tests for the moment for comparison.

Other tweaks inside cache key generation as we're trying to
approach a certain level of performance such that we can
remove the use of "baked" from the loader strategies.

As we have not yet closed #4639, however the caching feature
has been fully integrated as of
b0cfa7379cf8513a821a3dbe3028c4965d9f85bd, we will also
add complete caching documentation here and close that issue
as well.

Closes: #4639
Fixes: #5380
Change-Id: If91f61527236fd4d7ae3cad1f24c38be921c90ba
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
The coercions system allows us to add in lambdas as arguments
to Core and ORM elements without changing them at all.   By allowing
the lambda to produce a deterministic cache key where we can also
cheat and yank out literal parameters means we can move towards
having 90% of "baked" functionality in a clearer way right in
Core / ORM.

As a second step, we can have whole statements inside the lambda,
and can then add generation with __add__(), so then we have
100% of "baked" functionality with full support of ad-hoc
literal values.

Adds some more short_selects tests for the moment for comparison.

Other tweaks inside cache key generation as we're trying to
approach a certain level of performance such that we can
remove the use of "baked" from the loader strategies.

As we have not yet closed #4639, however the caching feature
has been fully integrated as of
b0cfa7379cf8513a821a3dbe3028c4965d9f85bd, we will also
add complete caching documentation here and close that issue
as well.

Closes: #4639
Fixes: #5380
Change-Id: If91f61527236fd4d7ae3cad1f24c38be921c90ba
</pre>
</div>
</content>
</entry>
<entry>
<title>Propose using RETURNING for bulk updates, deletes</title>
<updated>2020-06-23T14:41:39+00:00</updated>
<author>
<name>Mike Bayer</name>
<email>mike_mp@zzzcomputing.com</email>
</author>
<published>2020-06-21T16:21:21+00:00</published>
<link rel='alternate' type='text/html' href='http://git.baserock.org/cgit/delta/python-packages/sqlalchemy.git/commit/?id=62be25cdfaab377319602a1852a1fddcbf6acd45'/>
<id>62be25cdfaab377319602a1852a1fddcbf6acd45</id>
<content type='text'>
This patch makes several improvements in the area of
bulk updates and deletes as well as the new session mechanics.

RETURNING is now used for an UPDATE or DELETE statement
emitted for a diaelct that supports "full returning"
in order to satisfy the "fetch" strategy; this currently
includes PostgreSQL and SQL Server.  The Oracle dialect
does not support RETURNING for more than one row,
so a new dialect capability "full_returning" is added
in addition to the existing "implicit_returning", indicating
this dialect supports RETURNING for zero or more rows,
not just a single identity row.

The "fetch" strategy will gracefully degrade to
the previous SELECT mechanics for dialects that do not
support RETURNING.

Additionally, the "fetch" strategy will attempt to use
evaluation for the VALUES that were UPDATEd, rather
than just expiring the updated attributes.   Values should
be evalutable in all cases where the value is not
a SQL expression.

The new approach also incurs some changes in the
session.execute mechanics, where do_orm_execute() event
handlers can now be chained to each return results;
this is in turn used by the handler to detect on a
per-bind basis if the fetch strategy needs to
do a SELECT or if it can do RETURNING.  A test suite is
added to test_horizontal_shard that breaks up a single
UPDATE or DELETE operation among multiple backends
where some are SQLite and don't support RETURNING and
others are PostgreSQL and do.

The session event mechanics are corrected
in terms of the "orm pre execute" hook, which now
receives a flag "is_reentrant" so that the two
ORM implementations for this can skip on their work
if they are being called inside of ORMExecuteState.invoke(),
where previously bulk update/delete were calling its
SELECT a second time.

In order for "fetch" to get the correct identity when
called as pre-execute, it also requests the identity_token
for each mapped instance which is now added as an optional
capability of a SELECT for ORM columns.   the identity_token
that's placed by horizontal_sharding is now made available
within each result row, so that even when fetching a
merged result of plain rows we can tell which row belongs
to which identity token.

The evaluator that takes place within the ORM bulk update and delete for
synchronize_session="evaluate" now supports the IN and NOT IN operators.
Tuple IN is also supported.

Fixes: #1653

Change-Id: I2292b56ae004b997cef0ba4d3fc350ae1dd5efc1
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
This patch makes several improvements in the area of
bulk updates and deletes as well as the new session mechanics.

RETURNING is now used for an UPDATE or DELETE statement
emitted for a diaelct that supports "full returning"
in order to satisfy the "fetch" strategy; this currently
includes PostgreSQL and SQL Server.  The Oracle dialect
does not support RETURNING for more than one row,
so a new dialect capability "full_returning" is added
in addition to the existing "implicit_returning", indicating
this dialect supports RETURNING for zero or more rows,
not just a single identity row.

The "fetch" strategy will gracefully degrade to
the previous SELECT mechanics for dialects that do not
support RETURNING.

Additionally, the "fetch" strategy will attempt to use
evaluation for the VALUES that were UPDATEd, rather
than just expiring the updated attributes.   Values should
be evalutable in all cases where the value is not
a SQL expression.

The new approach also incurs some changes in the
session.execute mechanics, where do_orm_execute() event
handlers can now be chained to each return results;
this is in turn used by the handler to detect on a
per-bind basis if the fetch strategy needs to
do a SELECT or if it can do RETURNING.  A test suite is
added to test_horizontal_shard that breaks up a single
UPDATE or DELETE operation among multiple backends
where some are SQLite and don't support RETURNING and
others are PostgreSQL and do.

The session event mechanics are corrected
in terms of the "orm pre execute" hook, which now
receives a flag "is_reentrant" so that the two
ORM implementations for this can skip on their work
if they are being called inside of ORMExecuteState.invoke(),
where previously bulk update/delete were calling its
SELECT a second time.

In order for "fetch" to get the correct identity when
called as pre-execute, it also requests the identity_token
for each mapped instance which is now added as an optional
capability of a SELECT for ORM columns.   the identity_token
that's placed by horizontal_sharding is now made available
within each result row, so that even when fetching a
merged result of plain rows we can tell which row belongs
to which identity token.

The evaluator that takes place within the ORM bulk update and delete for
synchronize_session="evaluate" now supports the IN and NOT IN operators.
Tuple IN is also supported.

Fixes: #1653

Change-Id: I2292b56ae004b997cef0ba4d3fc350ae1dd5efc1
</pre>
</div>
</content>
</entry>
<entry>
<title>Add a test / comment about test_orm_query</title>
<updated>2020-06-01T20:26:41+00:00</updated>
<author>
<name>Mike Bayer</name>
<email>mike_mp@zzzcomputing.com</email>
</author>
<published>2020-06-01T20:26:41+00:00</published>
<link rel='alternate' type='text/html' href='http://git.baserock.org/cgit/delta/python-packages/sqlalchemy.git/commit/?id=b05c8a0ef8b6e7bfd169a21e7c1f834fdb00da19'/>
<id>b05c8a0ef8b6e7bfd169a21e7c1f834fdb00da19</id>
<content type='text'>
Change-Id: I8d78b3e75127141da177f711fd91216391a3c859
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
Change-Id: I8d78b3e75127141da177f711fd91216391a3c859
</pre>
</div>
</content>
</entry>
<entry>
<title>callcount reductions and refinement for cached queries</title>
<updated>2020-05-28T18:38:56+00:00</updated>
<author>
<name>Mike Bayer</name>
<email>mike_mp@zzzcomputing.com</email>
</author>
<published>2020-05-26T02:36:44+00:00</published>
<link rel='alternate' type='text/html' href='http://git.baserock.org/cgit/delta/python-packages/sqlalchemy.git/commit/?id=77f1b7d236dba6b1c859bb428ef32d118ec372e6'/>
<id>77f1b7d236dba6b1c859bb428ef32d118ec372e6</id>
<content type='text'>
This commit includes that we've removed the "_orm_query"
attribute from compile state as well as query context.
The attribute created reference cycles and also added
method call overhead.    As part of this change,
the interface for ORMExecuteState changes a bit, as well
as the interface for the horizontal sharding extension
which now deprecates the "query_chooser" callable
in favor of "execute_chooser", which receives the contextual
object.  This will also work more nicely when we implement
the new execution path for bulk updates and deletes.

Pre-merge execution options for statement, connection,
arguments all up front in Connection.  that way they
can be passed to the before_execute / after_execute events,
and the ExecutionContext doesn't have to merge as second
time.   Core execute is pretty close to 1.3 now.

baked wasn't using the new one()/first()/one_or_none() methods,
fixed that.

Convert non-buffered cursor strategy to be a stateless
singleton.  inline all the paths by which the strategy
gets chosen, oracle and SQL Server dialects make use of the
already-invoked post_exec() hook to establish the alternate
strategies, and this is actually much nicer than it was before.

Add caching to mapper instance processor for getters.

Identified a reference cycle per query that was showing
up as a lot of gc cleanup, fixed that.

After all that, performance not budging much.  Even
test_baked_query now runs with significantly fewer function
calls than 1.3, still 40% slower.

Basically something about the new patterns just makes
this slower and while I've walked a whole bunch of them
back, it hardly makes a dent.  that said, the performance
issues are relatively small, in the 20-40% time increase
range, and the new caching feature
does provide for regular ORM and Core queries that
are cached, and they are faster than non-cached.

Change-Id: I7b0b0d8ca550c05f79e82f75cd8eff0bbfade053
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
This commit includes that we've removed the "_orm_query"
attribute from compile state as well as query context.
The attribute created reference cycles and also added
method call overhead.    As part of this change,
the interface for ORMExecuteState changes a bit, as well
as the interface for the horizontal sharding extension
which now deprecates the "query_chooser" callable
in favor of "execute_chooser", which receives the contextual
object.  This will also work more nicely when we implement
the new execution path for bulk updates and deletes.

Pre-merge execution options for statement, connection,
arguments all up front in Connection.  that way they
can be passed to the before_execute / after_execute events,
and the ExecutionContext doesn't have to merge as second
time.   Core execute is pretty close to 1.3 now.

baked wasn't using the new one()/first()/one_or_none() methods,
fixed that.

Convert non-buffered cursor strategy to be a stateless
singleton.  inline all the paths by which the strategy
gets chosen, oracle and SQL Server dialects make use of the
already-invoked post_exec() hook to establish the alternate
strategies, and this is actually much nicer than it was before.

Add caching to mapper instance processor for getters.

Identified a reference cycle per query that was showing
up as a lot of gc cleanup, fixed that.

After all that, performance not budging much.  Even
test_baked_query now runs with significantly fewer function
calls than 1.3, still 40% slower.

Basically something about the new patterns just makes
this slower and while I've walked a whole bunch of them
back, it hardly makes a dent.  that said, the performance
issues are relatively small, in the 20-40% time increase
range, and the new caching feature
does provide for regular ORM and Core queries that
are cached, and they are faster than non-cached.

Change-Id: I7b0b0d8ca550c05f79e82f75cd8eff0bbfade053
</pre>
</div>
</content>
</entry>
<entry>
<title>Updates for examples / performance</title>
<updated>2020-05-26T03:22:48+00:00</updated>
<author>
<name>Mike Bayer</name>
<email>mike_mp@zzzcomputing.com</email>
</author>
<published>2020-05-26T03:22:48+00:00</published>
<link rel='alternate' type='text/html' href='http://git.baserock.org/cgit/delta/python-packages/sqlalchemy.git/commit/?id=6b3513f56c2a5d3ba45215b2438c47dba4336740'/>
<id>6b3513f56c2a5d3ba45215b2438c47dba4336740</id>
<content type='text'>
Change-Id: I55fc60258075f6f3efb7f738b900f60b2d2994c4
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
Change-Id: I55fc60258075f6f3efb7f738b900f60b2d2994c4
</pre>
</div>
</content>
</entry>
<entry>
<title>Convert execution to move through Session</title>
<updated>2020-05-25T17:56:37+00:00</updated>
<author>
<name>Mike Bayer</name>
<email>mike_mp@zzzcomputing.com</email>
</author>
<published>2020-04-27T16:58:12+00:00</published>
<link rel='alternate' type='text/html' href='http://git.baserock.org/cgit/delta/python-packages/sqlalchemy.git/commit/?id=6930dfc032c3f9f474e71ab4e021c0ef8384930e'/>
<id>6930dfc032c3f9f474e71ab4e021c0ef8384930e</id>
<content type='text'>
This patch replaces the ORM execution flow with a
single pathway through Session.execute() for all queries,
including Core and ORM.

Currently included is full support for ORM Query,
Query.from_statement(), select(), as well as the
baked query and horizontal shard systems.  Initial
changes have also been made to the dogpile caching
example, which like baked query makes use of a
new ORM-specific execution hook that replaces the
use of both QueryEvents.before_compile() as well
as Query._execute_and_instances() as the central
ORM interception hooks.

select() and Query() constructs alike can be passed to
Session.execute() where they will return ORM
results in a Results object.   This API is currently
used internally by Query.   Full support for
Session.execute()-&gt;results to behave in a fully
2.0 fashion will be in later changesets.

bulk update/delete with ORM support will also
be delivered via the update() and delete()
constructs, however these have not yet been adapted
to the new system and may follow in a subsequent
update.

Performance is also beginning to lag as of this
commit and some previous ones.   It is hoped that
a few central functions such as the coercions
functions can be rewritten in C to re-gain
performance.  Additionally, query caching
is now available and some subsequent patches
will attempt to cache more of the per-execution
work from the ORM layer, e.g. column getters
and adapters.

This patch also contains initial "turn on" of the
caching system enginewide via the query_cache_size
parameter to create_engine(). Still defaulting at
zero for "no caching".   The caching system still
needs adjustments in order to gain adequate performance.

Change-Id: I047a7ebb26aa85dc01f6789fac2bff561dcd555d
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
This patch replaces the ORM execution flow with a
single pathway through Session.execute() for all queries,
including Core and ORM.

Currently included is full support for ORM Query,
Query.from_statement(), select(), as well as the
baked query and horizontal shard systems.  Initial
changes have also been made to the dogpile caching
example, which like baked query makes use of a
new ORM-specific execution hook that replaces the
use of both QueryEvents.before_compile() as well
as Query._execute_and_instances() as the central
ORM interception hooks.

select() and Query() constructs alike can be passed to
Session.execute() where they will return ORM
results in a Results object.   This API is currently
used internally by Query.   Full support for
Session.execute()-&gt;results to behave in a fully
2.0 fashion will be in later changesets.

bulk update/delete with ORM support will also
be delivered via the update() and delete()
constructs, however these have not yet been adapted
to the new system and may follow in a subsequent
update.

Performance is also beginning to lag as of this
commit and some previous ones.   It is hoped that
a few central functions such as the coercions
functions can be rewritten in C to re-gain
performance.  Additionally, query caching
is now available and some subsequent patches
will attempt to cache more of the per-execution
work from the ORM layer, e.g. column getters
and adapters.

This patch also contains initial "turn on" of the
caching system enginewide via the query_cache_size
parameter to create_engine(). Still defaulting at
zero for "no caching".   The caching system still
needs adjustments in order to gain adequate performance.

Change-Id: I047a7ebb26aa85dc01f6789fac2bff561dcd555d
</pre>
</div>
</content>
</entry>
<entry>
<title>Unify Query and select() , move all processing to compile phase</title>
<updated>2020-05-24T15:54:08+00:00</updated>
<author>
<name>Mike Bayer</name>
<email>mike_mp@zzzcomputing.com</email>
</author>
<published>2019-12-01T22:24:27+00:00</published>
<link rel='alternate' type='text/html' href='http://git.baserock.org/cgit/delta/python-packages/sqlalchemy.git/commit/?id=dce8c7a125cb99fad62c76cd145752d5afefae36'/>
<id>dce8c7a125cb99fad62c76cd145752d5afefae36</id>
<content type='text'>
Convert Query to do virtually all compile state computation
in the _compile_context() phase, and organize it all
such that a plain select() construct may also be used as the
source of information in order to generate ORM query state.
This makes it such that Query is not needed except for
its additional methods like from_self() which are all to
be deprecated.

The construction of ORM state will occur beyond the
caching boundary when the new execution model is integrated.

future select() gains a working join() and filter_by() method.
as we continue to rebase and merge each commit in the steps,
callcounts continue to bump around.  will have to look at
the final result when it's all in.

References: #5159
References: #4705
References: #4639
References: #4871
References: #5010

Change-Id: I19e05b3424b07114cce6c439b05198ac47f7ac10
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
Convert Query to do virtually all compile state computation
in the _compile_context() phase, and organize it all
such that a plain select() construct may also be used as the
source of information in order to generate ORM query state.
This makes it such that Query is not needed except for
its additional methods like from_self() which are all to
be deprecated.

The construction of ORM state will occur beyond the
caching boundary when the new execution model is integrated.

future select() gains a working join() and filter_by() method.
as we continue to rebase and merge each commit in the steps,
callcounts continue to bump around.  will have to look at
the final result when it's all in.

References: #5159
References: #4705
References: #4639
References: #4871
References: #5010

Change-Id: I19e05b3424b07114cce6c439b05198ac47f7ac10
</pre>
</div>
</content>
</entry>
<entry>
<title>Performance fixes for new result set</title>
<updated>2020-05-21T18:16:03+00:00</updated>
<author>
<name>Mike Bayer</name>
<email>mike_mp@zzzcomputing.com</email>
</author>
<published>2020-05-20T17:41:44+00:00</published>
<link rel='alternate' type='text/html' href='http://git.baserock.org/cgit/delta/python-packages/sqlalchemy.git/commit/?id=4550983e0ce2f35b3585e53894c941c23693e71d'/>
<id>4550983e0ce2f35b3585e53894c941c23693e71d</id>
<content type='text'>
A few small mistakes led to huge callcounts.   Additionally,
the warn-on-get behavior which is attempting to warn for
deprecated access in SQLAlchemy 2.0 is very expensive; it's not clear
if its feasible to have this warning or to somehow alter how it
works.

Fixes: #5340
Change-Id: I73bdd2d7b6f1b25cc0222accabd585cf761a5af4
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
A few small mistakes led to huge callcounts.   Additionally,
the warn-on-get behavior which is attempting to warn for
deprecated access in SQLAlchemy 2.0 is very expensive; it's not clear
if its feasible to have this warning or to somehow alter how it
works.

Fixes: #5340
Change-Id: I73bdd2d7b6f1b25cc0222accabd585cf761a5af4
</pre>
</div>
</content>
</entry>
<entry>
<title>Consider aliased=True, from_joinpoint as legacy</title>
<updated>2020-05-04T20:01:53+00:00</updated>
<author>
<name>Mike Bayer</name>
<email>mike_mp@zzzcomputing.com</email>
</author>
<published>2020-05-04T19:48:48+00:00</published>
<link rel='alternate' type='text/html' href='http://git.baserock.org/cgit/delta/python-packages/sqlalchemy.git/commit/?id=9f6b67a37e820b9a5be54301d08f20161bd20ee8'/>
<id>9f6b67a37e820b9a5be54301d08f20161bd20ee8</id>
<content type='text'>
For a 1.4 / 1.3 merge, rewrite the documentation for
Query.join() to indicate calling forms that are now considered
legacy, including the use of strings in join(), sending a
series of join paths in one call, and using the aliased=True
flag.   update the elementtree examples as well to use aliased()
(they are much simpler to understand this way too) and update
other links.

Also improve docs for aliased() and some other ORM targets
such as PropComparator.

Change-Id: I636e3a9130dc5509e51c2cf60a52f38fcadffbc6
References: #4705
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
For a 1.4 / 1.3 merge, rewrite the documentation for
Query.join() to indicate calling forms that are now considered
legacy, including the use of strings in join(), sending a
series of join paths in one call, and using the aliased=True
flag.   update the elementtree examples as well to use aliased()
(they are much simpler to understand this way too) and update
other links.

Also improve docs for aliased() and some other ORM targets
such as PropComparator.

Change-Id: I636e3a9130dc5509e51c2cf60a52f38fcadffbc6
References: #4705
</pre>
</div>
</content>
</entry>
<entry>
<title>Integrate new Result into ORM query</title>
<updated>2020-05-02T15:18:13+00:00</updated>
<author>
<name>Mike Bayer</name>
<email>mike_mp@zzzcomputing.com</email>
</author>
<published>2020-04-24T19:34:19+00:00</published>
<link rel='alternate' type='text/html' href='http://git.baserock.org/cgit/delta/python-packages/sqlalchemy.git/commit/?id=bbf644862ab05734d153d74abf59aa3492278563'/>
<id>bbf644862ab05734d153d74abf59aa3492278563</id>
<content type='text'>
The next step in the 2.0 ORM changes is to have the
ORM integrate with the new Result object fully.

this patch uses Result to represent ORM objects rather
than lists.  public API to get at this Result is not
added yet.   dogpile.cache and horizontal sharding
recipe/extensions have small adjustments to accommodate
this change.

Callcounts have fluctuated, some slightly better and
some slightly worse.  A few have gone up by a bit,
however as the codebase is still in flux it is anticipated
there will be some performance gains later on as
ORM fetching is refined to no longer need to accommodate
for extensive aliasing.   The addition of caching
will then change the entire story.

References: #5087
References: #4395

Change-Id: If1a23824ffb77d8d58cf2338cf35dd6b5963b17f
</content>
<content type='xhtml'>
<div xmlns='http://www.w3.org/1999/xhtml'>
<pre>
The next step in the 2.0 ORM changes is to have the
ORM integrate with the new Result object fully.

this patch uses Result to represent ORM objects rather
than lists.  public API to get at this Result is not
added yet.   dogpile.cache and horizontal sharding
recipe/extensions have small adjustments to accommodate
this change.

Callcounts have fluctuated, some slightly better and
some slightly worse.  A few have gone up by a bit,
however as the codebase is still in flux it is anticipated
there will be some performance gains later on as
ORM fetching is refined to no longer need to accommodate
for extensive aliasing.   The addition of caching
will then change the entire story.

References: #5087
References: #4395

Change-Id: If1a23824ffb77d8d58cf2338cf35dd6b5963b17f
</pre>
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