Publish built docs triggered by b6c6f5b94afad5a2ed37cf8bfa4cbf2ed9aa3f9c
diff --git a/_sources/autoapi/datafusion/context/index.rst.txt b/_sources/autoapi/datafusion/context/index.rst.txt index 02b4374..63af646 100644 --- a/_sources/autoapi/datafusion/context/index.rst.txt +++ b/_sources/autoapi/datafusion/context/index.rst.txt
@@ -814,6 +814,32 @@ + .. py:method:: logical_extension_codec_ids() -> list[str] + + List the logical extension codecs installed on this session. + + Returns the identity of each installed codec, in install order. Those + identities are what encoding stamps onto a payload and what decoding + dispatches on, so this is how to check which library owns a plan and + whether a session is able to decode one. + + DataFusion's own default codec is not listed. It handles whatever no + installed codec claims, and it carries no identity to list. + + .. rubric:: Examples + + >>> from datafusion import SessionContext + >>> ctx = SessionContext() + >>> ctx.logical_extension_codec_ids() + [] + >>> ctx = ctx.with_logical_extension_codec( + ... my_library.Codec() + ... ) # doctest: +SKIP + >>> ctx.logical_extension_codec_ids() # doctest: +SKIP + ['my_library.Codec'] + + + .. py:method:: parse_capacity_limit(config_name: str, limit: str) -> int :staticmethod: @@ -858,6 +884,21 @@ + .. py:method:: physical_extension_codec_ids() -> list[str] + + List the physical extension codecs installed on this session. + + See :py:meth:`logical_extension_codec_ids`. + + .. rubric:: Examples + + >>> from datafusion import SessionContext + >>> ctx = SessionContext() + >>> ctx.physical_extension_codec_ids() + [] + + + .. py:method:: read_arrow(path: str | pathlib.Path, schema: pyarrow.Schema | None = None, file_extension: str = '.arrow', file_partition_cols: list[tuple[str, str | pyarrow.DataType]] | None = None, object_store: Any | None = None) -> datafusion.dataframe.DataFrame Create a :py:class:`DataFrame` for reading an Arrow IPC data source. @@ -1518,7 +1559,8 @@ fallback inside it, which keeps the codecs it was imported with. Note also that the planner is built against the codecs of the context this method is called on, so installing the same planner again on a different - handle rebinds the session's planner to *that* handle's codecs. + handle rebinds the session's planner to *that* handle's codecs. See the + FFI extensions guide for the full multi-library registration recipe. :param planner: Object exposing ``__datafusion_query_planner__`` (see :class:`QueryPlannerExportable`) or a raw @@ -1752,37 +1794,74 @@ - .. py:method:: with_logical_extension_codec(codec: datafusion.user_defined.LogicalExtensionCodecExportable | _typeshed.CapsuleType) -> SessionContext + .. py:method:: with_logical_extension_codec(codec: datafusion.user_defined.LogicalExtensionCodecExportable | _typeshed.CapsuleType, codec_id: str | None = None) -> SessionContext - Create a new session context with specified codec. + Create a new session context with an additional logical codec. Only FFI codecs are supported. Pass any object implementing ``__datafusion_logical_extension_codec__`` (see :py:class:`~datafusion.user_defined.LogicalExtensionCodecExportable`). + Codecs compose: each call appends the codec rather than replacing + codecs installed earlier, so one session can carry codecs from several + independent libraries and the order they are installed in does not + affect decoding. + + A serialized plan records which codec wrote each payload, as a short id + taken from the codec's class. ``codec_id`` overrides that id and is + normally unnecessary. Pass it when installing from a bare ``PyCapsule``, + which has no class to take an id from, or when installing two instances + of one class, which otherwise claim the same id and raise ``ValueError``. + The returned context shares its session state with the original, so a - later registration on either is visible to both. If a custom query - planner is installed, it is rebuilt against the new codec on the shared - session, so the original context plans with the new codec too. This - happens on the shared session, so it takes effect even if the returned - context is discarded. + later registration on either is visible to both, and an installed query + planner is rebound on the shared session even if the returned context is + discarded. + + See :ref:`ffi` in the online documentation for how ids are assigned, + what an extension codec has to implement, and a worked multi-library + registration recipe. + + .. rubric:: Examples + + >>> from datafusion import SessionContext + >>> ctx = SessionContext() + >>> ctx = ctx.with_logical_extension_codec( + ... my_library.Codec() + ... ) # doctest: +SKIP + + Installing from a bare capsule, pinning the id so encoded + plans remain decodable on another session: + + >>> ctx = ctx.with_logical_extension_codec( + ... capsule, codec_id="my_library.Codec" + ... ) # doctest: +SKIP - .. py:method:: with_physical_extension_codec(codec: datafusion.user_defined.PhysicalExtensionCodecExportable | _typeshed.CapsuleType) -> SessionContext + .. py:method:: with_physical_extension_codec(codec: datafusion.user_defined.PhysicalExtensionCodecExportable | _typeshed.CapsuleType, codec_id: str | None = None) -> SessionContext - Create a new session context with the specified physical codec. + Create a new session context with an additional physical codec. Only FFI codecs are supported. Pass any object implementing ``__datafusion_physical_extension_codec__`` (see :py:class:`~datafusion.user_defined.PhysicalExtensionCodecExportable`). - The returned context shares its session state with the original, so a - later registration on either is visible to both. If a custom query - planner is installed, it is rebuilt against the new codec on the shared - session, so the original context plans with the new codec too. This - happens on the shared session, so it takes effect even if the returned - context is discarded. + Composes and assigns an id exactly as + :py:meth:`with_logical_extension_codec` does, including when to pass + ``codec_id`` and what the returned context shares. See that method. + + .. rubric:: Examples + + >>> from datafusion import SessionContext + >>> ctx = SessionContext() + >>> ctx = ctx.with_physical_extension_codec( + ... my_library.PhysicalCodec() + ... ) # doctest: +SKIP + + >>> ctx = ctx.with_physical_extension_codec( + ... capsule, codec_id="my_library.PhysicalCodec" + ... ) # doctest: +SKIP @@ -1849,6 +1928,32 @@ + .. py:property:: __datafusion_codec_id__ + :type: str + + + Identity this context carries when installed as an extension codec. + + A context can be installed on another session as an extension codec, + which tags the payloads it writes with this string. It is unique per + session, so two contexts can be installed on one session and a plan + written through one will not be decoded by the other. + + Contexts derived from the same session — including the ones returned by + :py:meth:`with_logical_extension_codec` and + :py:meth:`with_python_udf_inlining` — report the same id, so only one of + them can be installed on a given session. + + .. rubric:: Examples + + >>> from datafusion import SessionContext + >>> ctx = SessionContext() + >>> ctx.__datafusion_codec_id__.startswith("session:") + True + >>> ctx.__datafusion_codec_id__ == SessionContext().__datafusion_codec_id__ + False + + .. py:attribute:: ctx
diff --git a/_sources/autoapi/datafusion/user_defined/index.rst.txt b/_sources/autoapi/datafusion/user_defined/index.rst.txt index 555c33a..b16d43f 100644 --- a/_sources/autoapi/datafusion/user_defined/index.rst.txt +++ b/_sources/autoapi/datafusion/user_defined/index.rst.txt
@@ -297,6 +297,18 @@ building a session of your own, so the decode callbacks resolve names against the session that runs the query. + Implement the codec itself exactly as you would for a session that installs + only yours. A session may hold several codecs, but each payload records the + codec that wrote it and is only ever handed back to that codec, so there is + no need to recognise or reject another library's payloads. + + A serialized plan records which codec wrote each payload, as a short id + taken from your class's module and qualified name. An optional + ``__datafusion_codec_id__`` attribute pins that id instead. It is not part + of this protocol and is rarely needed: declare it when renaming your class + must not stop older plans from decoding, or when one library installs two + instances that own disjoint slices of the wire format. + .. py:method:: __datafusion_logical_extension_codec__(session: Any) -> object @@ -308,7 +320,9 @@ Type hint for objects exposing ``__datafusion_physical_extension_codec__``. - See :py:class:`LogicalExtensionCodecExportable` for ``session``. + See :py:class:`LogicalExtensionCodecExportable` for ``session``, for why a + codec need not recognise other libraries' payloads, and for + ``__datafusion_codec_id__``. .. py:method:: __datafusion_physical_extension_codec__(session: Any) -> object
diff --git a/_sources/contributor-guide/ffi.md.txt b/_sources/contributor-guide/ffi.md.txt index 31cd939..d86858a 100644 --- a/_sources/contributor-guide/ffi.md.txt +++ b/_sources/contributor-guide/ffi.md.txt
@@ -248,10 +248,96 @@ process-local tokens to demonstrate ownership; production codecs should serialize durable metadata instead. -The current Python API has one external logical codec and one external physical codec. -Installing another codec replaces the prior codec rather than composing a registry. -The example therefore has one external codec owner, and the planner uses built-in -physical nodes. Install the provider codecs before the planner where possible. +### Composable codecs + +Extension codecs compose. Each call to `with_logical_extension_codec` or +`with_physical_extension_codec` appends the codec to the session's codec chain +rather than replacing prior codecs. + +**Nothing is asked of the codec itself.** Implement `LogicalExtensionCodec` or +`PhysicalExtensionCodec` exactly as you would for a session that installs only +yours. When your codec writes bytes into a serialized plan, datafusion-python +records which codec wrote them, and strips that record off again before handing the +bytes back. So your codec receives, byte for byte, the payload it wrote, and is +never offered a payload another codec wrote. + +A codec that also ships to hosts which dispatch differently may still want its own +guard against foreign payloads. Keeping one is fine; it is simply not needed for the +datafusion-python path. + +That record is the codec's **id**: a short string stored inside the plan, naming the +codec that wrote each payload. Because plans are decoded in another process — or +another program — the id has to name the same codec there as it did where the plan +was written. + +Ids are assigned for you. A codec's id is normally its exporting class's import +path, such as `my_library.Codec`, which is what you will see in +`logical_extension_codec_ids()` and in decode errors. You choose one yourself in +three cases: + +- **Two instances of one class.** Both get the same id, so the second install + raises `ValueError`. Pass `codec_id=` to tell them apart. +- **A bare `PyCapsule`.** A capsule has no class to take a name from, so it gets an + id private to the session that installed it. Plans it encodes fail with a clear + error on any other session, rather than being decoded by the wrong codec. Pass + `codec_id=` if those plans have to cross sessions. +- **A class you intend to rename.** The id follows the class name, so renaming stops + older plans from decoding. Declare `__datafusion_codec_id__` on the exporting + object to pin an id that survives the rename. + +`SessionContext.logical_extension_codec_ids()` and its physical counterpart list the +ids installed on a session, which is also what a decode failure names. + +Installing one context's codec stack on another session composes the two sessions +rather than copying codecs out of one: the imported codecs resolve their task context +against the original and stop working when it is dropped — see +[One session, one `Arc<SessionContext>`](#one-session-one-arcsessioncontext). Pass +the context itself rather than the capsule it exports, so its codecs get an id that +other sessions can decode. + +Because decoding keys off the id rather than install position, registration order +between independent libraries does not affect decoding at all. It is visible only +on encoding, where codecs are consulted in install order and the first to claim an +object wins — so installing a library can claim objects nothing else claimed, but +never takes over an object an earlier codec was already encoding. Two libraries +that each own tables, functions, and a planner register like this: + +```python +ctx = SessionContext(config) + +# Codecs from both libraries. Order between libraries does not matter. +ctx = ctx.with_logical_extension_codec(lib_a.codec()) +ctx = ctx.with_logical_extension_codec(lib_b.codec()) +ctx = ctx.with_physical_extension_codec(lib_a.physical_codec()) +ctx = ctx.with_physical_extension_codec(lib_b.physical_codec()) + +# A session holds one planner, so layering is explicit delegation. Install the +# codecs first: the fallback captured here keeps the codecs it was exported +# with. See "Rebinding a planner's codecs is one level deep" below. +ctx.set_query_planner(lib_a.Planner()) +ctx.set_query_planner(lib_b.Planner(fallback=ctx.__datafusion_query_planner__())) + +# Tables and functions — any time before the first query. +ctx.register_table("t", lib_a.TableProvider()) +ctx.register_udf(udf(lib_b.SomeUDF())) +``` + +A codec may own functions that need no payload at all, where the name is the whole +encoding: `try_encode_udf` writes nothing and `try_decode_udf` rebuilds the function +from `name`. That is supported and needs no id, because an `Ok` with an empty +buffer is read as "no opinion" and passes the object to the next codec. +`NameOnlyUdfCodec` in the FFI example is the worked case. Anything no installed +codec claims falls through to `Default{Logical,Physical}ExtensionCodec`. + +This is the one case where your decoder is consulted about something you may not +own, because an empty payload has no id to route on. `try_decode_udf` and +its aggregate and window siblings can therefore be called with an empty `buf` and a +`name` belonging to another library. Decide from `name` and return an error if it is +not yours; do not assume `buf` is non-empty. + +The framing itself — how an id is stored alongside a payload and routed back, and the two cases +that stay unframed — is internal to datafusion-python and documented in +`crates/core/src/codec.rs` for anyone changing it. The current FFI logical codec supports providers and UDFs but not arbitrary custom `LogicalPlan::Extension` nodes. See both example READMEs for the supported flow and @@ -347,7 +433,7 @@ so it is a property of the session rather than of a handle on it, and installing one is visible to every context sharing that session — including ones a `with_*` call returned earlier. Installing a codec on a session that already has a foreign planner rebuilds -that planner against the new codec for the same reason: there is one planner, and it has +that planner against the new chain for the same reason: there is one planner, and it has to carry the codecs currently in force. This happens on the shared session, so it takes effect even if the returned context is discarded — `ctx.with_python_udf_inlining(...)` whose result is thrown away still leaves the session's planner carrying the codecs of @@ -361,15 +447,17 @@ > installed one. Every other path — `Expr.to_bytes(ctx)`, `ExecutionPlan.to_bytes(ctx)`, > registering a provider — uses the codecs of the handle you call it on. -Those can be different handles, and then one session has two codecs in effect at once: +Those can be different handles, and then one session has two codec chains in effect at +once: ```python ctx = ctx.with_logical_extension_codec(codec_a) ctx.set_query_planner(planner) ctx.with_logical_extension_codec(codec_b) # discarded -Expr.to_bytes(expr, ctx) # encodes with codec_a -- ctx's own field -ctx.sql(...).collect() # plans with codec_b -- installed via the discarded handle +Expr.to_bytes(expr, ctx) # encodes with [codec_a, default] -- ctx's own field +ctx.sql(...).collect() # plans with [codec_b, codec_a, default] -- the discarded + # handle's chain, installed on the shared session ``` Chaining `ctx = ctx.with_...(...)`, as the example below does, keeps the two in step.
diff --git a/_sources/user-guide/upgrade-guides.md.txt b/_sources/user-guide/upgrade-guides.md.txt index 29085bc..257749c 100644 --- a/_sources/user-guide/upgrade-guides.md.txt +++ b/_sources/user-guide/upgrade-guides.md.txt
@@ -100,6 +100,50 @@ `FFI_TaskContextProvider`, `FFI_TableProviderFactory`, and `FFI_ExtensionOptions` carry no version field, so objects of those types cannot be checked. +### Extension codecs compose instead of replacing + +`SessionContext.with_logical_extension_codec` and +`with_physical_extension_codec` previously replaced whichever codec was already +installed, so a session could only ever have one. Installing a second codec +silently discarded the first, and plans failed later with a confusing decode +error. Both methods now append to a chain, and a session can carry codecs from +several independent libraries at once. + +**No change is required in an extension codec.** Keep implementing +`LogicalExtensionCodec` or `PhysicalExtensionCodec` exactly as before. Your codec +is still handed back exactly the bytes it wrote, and is never handed a payload +another library's codec wrote. + +Callers relying on replacement semantics — installing a codec in order to remove +a previous one — are affected. There is no way to remove an installed codec. + +A serialized plan now records which codec wrote each payload, as a short id taken +from the codec's class. Two behaviours follow from that: + +- Installing two instances of one class raises a `ValueError`, because both would + claim the same id. Pass `codec_id=` to tell them apart. +- A codec installed from a bare `PyCapsule` has no class to take an id from, so it + gets one private to the session that installed it. It works normally on that + session, but a plan it encodes cannot be decoded on an unrelated one. Pass + `codec_id=` if those plans have to cross sessions. + +```python +ctx = ctx.with_logical_extension_codec(lib_a.codec()) +ctx = ctx.with_logical_extension_codec(lib_b.codec()) # no longer discards lib_a + +# Two instances of one class need distinct ids. +ctx = ctx.with_logical_extension_codec(lib_a.Codec(), codec_id="lib_a.reader") +ctx = ctx.with_logical_extension_codec(lib_a.Codec(), codec_id="lib_a.writer") + +ctx.logical_extension_codec_ids() +``` + +Serialized plans change shape once an extension codec is installed, because each +payload now records which codec wrote it. A session with no extension codecs +installed produces the same bytes as before, as do functions encoded by name. +Regenerate any plan you serialized with an earlier release and stored for later +use, if it was produced by a session with an extension codec installed. + ### Changes to the `datafusion-python-util` crate Extension libraries written in Rust usually depend on the
diff --git a/autoapi/datafusion/context/index.html b/autoapi/datafusion/context/index.html index 79fb2d2..c7b2601 100644 --- a/autoapi/datafusion/context/index.html +++ b/autoapi/datafusion/context/index.html
@@ -1472,6 +1472,30 @@ </dd></dl> <dl class="py method"> +<dt class="sig sig-object py" id="datafusion.context.SessionContext.logical_extension_codec_ids"> +<span class="sig-name descname"><span class="pre">logical_extension_codec_ids</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#datafusion.context.SessionContext.logical_extension_codec_ids" title="Link to this definition">#</a></dt> +<dd><p>List the logical extension codecs installed on this session.</p> +<p>Returns the identity of each installed codec, in install order. Those +identities are what encoding stamps onto a payload and what decoding +dispatches on, so this is how to check which library owns a plan and +whether a session is able to decode one.</p> +<p>DataFusion’s own default codec is not listed. It handles whatever no +installed codec claims, and it carries no identity to list.</p> +<p class="rubric">Examples</p> +<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span><span class="w"> </span><span class="nn">datafusion</span><span class="w"> </span><span class="kn">import</span> <span class="n">SessionContext</span> +<span class="gp">>>> </span><span class="n">ctx</span> <span class="o">=</span> <span class="n">SessionContext</span><span class="p">()</span> +<span class="gp">>>> </span><span class="n">ctx</span><span class="o">.</span><span class="n">logical_extension_codec_ids</span><span class="p">()</span> +<span class="go">[]</span> +<span class="gp">>>> </span><span class="n">ctx</span> <span class="o">=</span> <span class="n">ctx</span><span class="o">.</span><span class="n">with_logical_extension_codec</span><span class="p">(</span> +<span class="gp">... </span> <span class="n">my_library</span><span class="o">.</span><span class="n">Codec</span><span class="p">()</span> +<span class="gp">... </span><span class="p">)</span> +<span class="gp">>>> </span><span class="n">ctx</span><span class="o">.</span><span class="n">logical_extension_codec_ids</span><span class="p">()</span> +<span class="go">['my_library.Codec']</span> +</pre></div> +</div> +</dd></dl> + +<dl class="py method"> <dt class="sig sig-object py" id="datafusion.context.SessionContext.parse_capacity_limit"> <em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parse_capacity_limit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">config_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">int</span></span></span><a class="headerlink" href="#datafusion.context.SessionContext.parse_capacity_limit" title="Link to this definition">#</a></dt> <dd><p>Parse a size string into a byte count.</p> @@ -1519,6 +1543,20 @@ </dd></dl> <dl class="py method"> +<dt class="sig sig-object py" id="datafusion.context.SessionContext.physical_extension_codec_ids"> +<span class="sig-name descname"><span class="pre">physical_extension_codec_ids</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#datafusion.context.SessionContext.physical_extension_codec_ids" title="Link to this definition">#</a></dt> +<dd><p>List the physical extension codecs installed on this session.</p> +<p>See <a class="reference internal" href="#datafusion.context.SessionContext.logical_extension_codec_ids" title="datafusion.context.SessionContext.logical_extension_codec_ids"><code class="xref py py-meth docutils literal notranslate"><span class="pre">logical_extension_codec_ids()</span></code></a>.</p> +<p class="rubric">Examples</p> +<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span><span class="w"> </span><span class="nn">datafusion</span><span class="w"> </span><span class="kn">import</span> <span class="n">SessionContext</span> +<span class="gp">>>> </span><span class="n">ctx</span> <span class="o">=</span> <span class="n">SessionContext</span><span class="p">()</span> +<span class="gp">>>> </span><span class="n">ctx</span><span class="o">.</span><span class="n">physical_extension_codec_ids</span><span class="p">()</span> +<span class="go">[]</span> +</pre></div> +</div> +</dd></dl> + +<dl class="py method"> <dt class="sig sig-object py" id="datafusion.context.SessionContext.read_arrow"> <span class="sig-name descname"><span class="pre">read_arrow</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">path</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">pathlib.Path</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">schema</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">pyarrow.Schema</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">file_extension</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'.arrow'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">file_partition_cols</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">pyarrow.DataType</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">object_store</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Any</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference internal" href="../dataframe/index.html#datafusion.dataframe.DataFrame" title="datafusion.dataframe.DataFrame"><span class="pre">datafusion.dataframe.DataFrame</span></a></span></span><a class="headerlink" href="#datafusion.context.SessionContext.read_arrow" title="Link to this definition">#</a></dt> <dd><p>Create a <code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code> for reading an Arrow IPC data source.</p> @@ -2267,7 +2305,8 @@ fallback inside it, which keeps the codecs it was imported with. Note also that the planner is built against the codecs of the context this method is called on, so installing the same planner again on a different -handle rebinds the session’s planner to <em>that</em> handle’s codecs.</p> +handle rebinds the session’s planner to <em>that</em> handle’s codecs. See the +FFI extensions guide for the full multi-library registration recipe.</p> <dl class="field-list simple"> <dt class="field-odd">Parameters<span class="colon">:</span></dt> <dd class="field-odd"><p><strong>planner</strong> – Object exposing <code class="docutils literal notranslate"><span class="pre">__datafusion_query_planner__</span></code> (see @@ -2524,32 +2563,67 @@ <dl class="py method"> <dt class="sig sig-object py" id="datafusion.context.SessionContext.with_logical_extension_codec"> -<span class="sig-name descname"><span class="pre">with_logical_extension_codec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">codec</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="../user_defined/index.html#datafusion.user_defined.LogicalExtensionCodecExportable" title="datafusion.user_defined.LogicalExtensionCodecExportable"><span class="pre">datafusion.user_defined.LogicalExtensionCodecExportable</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">_typeshed.CapsuleType</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference internal" href="#datafusion.context.SessionContext" title="datafusion.context.SessionContext"><span class="pre">SessionContext</span></a></span></span><a class="headerlink" href="#datafusion.context.SessionContext.with_logical_extension_codec" title="Link to this definition">#</a></dt> -<dd><p>Create a new session context with specified codec.</p> +<span class="sig-name descname"><span class="pre">with_logical_extension_codec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">codec</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="../user_defined/index.html#datafusion.user_defined.LogicalExtensionCodecExportable" title="datafusion.user_defined.LogicalExtensionCodecExportable"><span class="pre">datafusion.user_defined.LogicalExtensionCodecExportable</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">_typeshed.CapsuleType</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">codec_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference internal" href="#datafusion.context.SessionContext" title="datafusion.context.SessionContext"><span class="pre">SessionContext</span></a></span></span><a class="headerlink" href="#datafusion.context.SessionContext.with_logical_extension_codec" title="Link to this definition">#</a></dt> +<dd><p>Create a new session context with an additional logical codec.</p> <p>Only FFI codecs are supported. Pass any object implementing <code class="docutils literal notranslate"><span class="pre">__datafusion_logical_extension_codec__</span></code> (see <a class="reference internal" href="../user_defined/index.html#datafusion.user_defined.LogicalExtensionCodecExportable" title="datafusion.user_defined.LogicalExtensionCodecExportable"><code class="xref py py-class docutils literal notranslate"><span class="pre">LogicalExtensionCodecExportable</span></code></a>).</p> +<p>Codecs compose: each call appends the codec rather than replacing +codecs installed earlier, so one session can carry codecs from several +independent libraries and the order they are installed in does not +affect decoding.</p> +<p>A serialized plan records which codec wrote each payload, as a short id +taken from the codec’s class. <code class="docutils literal notranslate"><span class="pre">codec_id</span></code> overrides that id and is +normally unnecessary. Pass it when installing from a bare <code class="docutils literal notranslate"><span class="pre">PyCapsule</span></code>, +which has no class to take an id from, or when installing two instances +of one class, which otherwise claim the same id and raise <code class="docutils literal notranslate"><span class="pre">ValueError</span></code>.</p> <p>The returned context shares its session state with the original, so a -later registration on either is visible to both. If a custom query -planner is installed, it is rebuilt against the new codec on the shared -session, so the original context plans with the new codec too. This -happens on the shared session, so it takes effect even if the returned -context is discarded.</p> +later registration on either is visible to both, and an installed query +planner is rebound on the shared session even if the returned context is +discarded.</p> +<p>See <a class="reference internal" href="../../../contributor-guide/ffi.html#ffi"><span class="std std-ref">Python Extensions</span></a> in the online documentation for how ids are assigned, +what an extension codec has to implement, and a worked multi-library +registration recipe.</p> +<p class="rubric">Examples</p> +<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span><span class="w"> </span><span class="nn">datafusion</span><span class="w"> </span><span class="kn">import</span> <span class="n">SessionContext</span> +<span class="gp">>>> </span><span class="n">ctx</span> <span class="o">=</span> <span class="n">SessionContext</span><span class="p">()</span> +<span class="gp">>>> </span><span class="n">ctx</span> <span class="o">=</span> <span class="n">ctx</span><span class="o">.</span><span class="n">with_logical_extension_codec</span><span class="p">(</span> +<span class="gp">... </span> <span class="n">my_library</span><span class="o">.</span><span class="n">Codec</span><span class="p">()</span> +<span class="gp">... </span><span class="p">)</span> +</pre></div> +</div> +<p>Installing from a bare capsule, pinning the id so encoded +plans remain decodable on another session:</p> +<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">ctx</span> <span class="o">=</span> <span class="n">ctx</span><span class="o">.</span><span class="n">with_logical_extension_codec</span><span class="p">(</span> +<span class="gp">... </span> <span class="n">capsule</span><span class="p">,</span> <span class="n">codec_id</span><span class="o">=</span><span class="s2">"my_library.Codec"</span> +<span class="gp">... </span><span class="p">)</span> +</pre></div> +</div> </dd></dl> <dl class="py method"> <dt class="sig sig-object py" id="datafusion.context.SessionContext.with_physical_extension_codec"> -<span class="sig-name descname"><span class="pre">with_physical_extension_codec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">codec</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="../user_defined/index.html#datafusion.user_defined.PhysicalExtensionCodecExportable" title="datafusion.user_defined.PhysicalExtensionCodecExportable"><span class="pre">datafusion.user_defined.PhysicalExtensionCodecExportable</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">_typeshed.CapsuleType</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference internal" href="#datafusion.context.SessionContext" title="datafusion.context.SessionContext"><span class="pre">SessionContext</span></a></span></span><a class="headerlink" href="#datafusion.context.SessionContext.with_physical_extension_codec" title="Link to this definition">#</a></dt> -<dd><p>Create a new session context with the specified physical codec.</p> +<span class="sig-name descname"><span class="pre">with_physical_extension_codec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">codec</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="../user_defined/index.html#datafusion.user_defined.PhysicalExtensionCodecExportable" title="datafusion.user_defined.PhysicalExtensionCodecExportable"><span class="pre">datafusion.user_defined.PhysicalExtensionCodecExportable</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">_typeshed.CapsuleType</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">codec_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference internal" href="#datafusion.context.SessionContext" title="datafusion.context.SessionContext"><span class="pre">SessionContext</span></a></span></span><a class="headerlink" href="#datafusion.context.SessionContext.with_physical_extension_codec" title="Link to this definition">#</a></dt> +<dd><p>Create a new session context with an additional physical codec.</p> <p>Only FFI codecs are supported. Pass any object implementing <code class="docutils literal notranslate"><span class="pre">__datafusion_physical_extension_codec__</span></code> (see <a class="reference internal" href="../user_defined/index.html#datafusion.user_defined.PhysicalExtensionCodecExportable" title="datafusion.user_defined.PhysicalExtensionCodecExportable"><code class="xref py py-class docutils literal notranslate"><span class="pre">PhysicalExtensionCodecExportable</span></code></a>).</p> -<p>The returned context shares its session state with the original, so a -later registration on either is visible to both. If a custom query -planner is installed, it is rebuilt against the new codec on the shared -session, so the original context plans with the new codec too. This -happens on the shared session, so it takes effect even if the returned -context is discarded.</p> +<p>Composes and assigns an id exactly as +<a class="reference internal" href="#datafusion.context.SessionContext.with_logical_extension_codec" title="datafusion.context.SessionContext.with_logical_extension_codec"><code class="xref py py-meth docutils literal notranslate"><span class="pre">with_logical_extension_codec()</span></code></a> does, including when to pass +<code class="docutils literal notranslate"><span class="pre">codec_id</span></code> and what the returned context shares. See that method.</p> +<p class="rubric">Examples</p> +<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span><span class="w"> </span><span class="nn">datafusion</span><span class="w"> </span><span class="kn">import</span> <span class="n">SessionContext</span> +<span class="gp">>>> </span><span class="n">ctx</span> <span class="o">=</span> <span class="n">SessionContext</span><span class="p">()</span> +<span class="gp">>>> </span><span class="n">ctx</span> <span class="o">=</span> <span class="n">ctx</span><span class="o">.</span><span class="n">with_physical_extension_codec</span><span class="p">(</span> +<span class="gp">... </span> <span class="n">my_library</span><span class="o">.</span><span class="n">PhysicalCodec</span><span class="p">()</span> +<span class="gp">... </span><span class="p">)</span> +</pre></div> +</div> +<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">ctx</span> <span class="o">=</span> <span class="n">ctx</span><span class="o">.</span><span class="n">with_physical_extension_codec</span><span class="p">(</span> +<span class="gp">... </span> <span class="n">capsule</span><span class="p">,</span> <span class="n">codec_id</span><span class="o">=</span><span class="s2">"my_library.PhysicalCodec"</span> +<span class="gp">... </span><span class="p">)</span> +</pre></div> +</div> </dd></dl> <dl class="py method"> @@ -2613,6 +2687,29 @@ </div> </dd></dl> +<dl class="py property"> +<dt class="sig sig-object py" id="datafusion.context.SessionContext.__datafusion_codec_id__"> +<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">__datafusion_codec_id__</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><a class="headerlink" href="#datafusion.context.SessionContext.__datafusion_codec_id__" title="Link to this definition">#</a></dt> +<dd><p>Identity this context carries when installed as an extension codec.</p> +<p>A context can be installed on another session as an extension codec, +which tags the payloads it writes with this string. It is unique per +session, so two contexts can be installed on one session and a plan +written through one will not be decoded by the other.</p> +<p>Contexts derived from the same session — including the ones returned by +<a class="reference internal" href="#datafusion.context.SessionContext.with_logical_extension_codec" title="datafusion.context.SessionContext.with_logical_extension_codec"><code class="xref py py-meth docutils literal notranslate"><span class="pre">with_logical_extension_codec()</span></code></a> and +<a class="reference internal" href="#datafusion.context.SessionContext.with_python_udf_inlining" title="datafusion.context.SessionContext.with_python_udf_inlining"><code class="xref py py-meth docutils literal notranslate"><span class="pre">with_python_udf_inlining()</span></code></a> — report the same id, so only one of +them can be installed on a given session.</p> +<p class="rubric">Examples</p> +<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span><span class="w"> </span><span class="nn">datafusion</span><span class="w"> </span><span class="kn">import</span> <span class="n">SessionContext</span> +<span class="gp">>>> </span><span class="n">ctx</span> <span class="o">=</span> <span class="n">SessionContext</span><span class="p">()</span> +<span class="gp">>>> </span><span class="n">ctx</span><span class="o">.</span><span class="n">__datafusion_codec_id__</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s2">"session:"</span><span class="p">)</span> +<span class="go">True</span> +<span class="gp">>>> </span><span class="n">ctx</span><span class="o">.</span><span class="n">__datafusion_codec_id__</span> <span class="o">==</span> <span class="n">SessionContext</span><span class="p">()</span><span class="o">.</span><span class="n">__datafusion_codec_id__</span> +<span class="go">False</span> +</pre></div> +</div> +</dd></dl> + <dl class="py attribute"> <dt class="sig sig-object py" id="datafusion.context.SessionContext.ctx"> <span class="sig-name descname"><span class="pre">ctx</span></span><a class="headerlink" href="#datafusion.context.SessionContext.ctx" title="Link to this definition">#</a></dt> @@ -2770,8 +2867,10 @@ <li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#datafusion.context.SessionContext.from_pydict"><code class="docutils literal notranslate"><span class="pre">SessionContext.from_pydict()</span></code></a></li> <li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#datafusion.context.SessionContext.from_pylist"><code class="docutils literal notranslate"><span class="pre">SessionContext.from_pylist()</span></code></a></li> <li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#datafusion.context.SessionContext.global_ctx"><code class="docutils literal notranslate"><span class="pre">SessionContext.global_ctx()</span></code></a></li> +<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#datafusion.context.SessionContext.logical_extension_codec_ids"><code class="docutils literal notranslate"><span class="pre">SessionContext.logical_extension_codec_ids()</span></code></a></li> <li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#datafusion.context.SessionContext.parse_capacity_limit"><code class="docutils literal notranslate"><span class="pre">SessionContext.parse_capacity_limit()</span></code></a></li> <li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#datafusion.context.SessionContext.parse_sql_expr"><code class="docutils literal notranslate"><span class="pre">SessionContext.parse_sql_expr()</span></code></a></li> +<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#datafusion.context.SessionContext.physical_extension_codec_ids"><code class="docutils literal notranslate"><span class="pre">SessionContext.physical_extension_codec_ids()</span></code></a></li> <li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#datafusion.context.SessionContext.read_arrow"><code class="docutils literal notranslate"><span class="pre">SessionContext.read_arrow()</span></code></a></li> <li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#datafusion.context.SessionContext.read_avro"><code class="docutils literal notranslate"><span class="pre">SessionContext.read_avro()</span></code></a></li> <li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#datafusion.context.SessionContext.read_batch"><code class="docutils literal notranslate"><span class="pre">SessionContext.read_batch()</span></code></a></li> @@ -2820,6 +2919,7 @@ <li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#datafusion.context.SessionContext.with_logical_extension_codec"><code class="docutils literal notranslate"><span class="pre">SessionContext.with_logical_extension_codec()</span></code></a></li> <li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#datafusion.context.SessionContext.with_physical_extension_codec"><code class="docutils literal notranslate"><span class="pre">SessionContext.with_physical_extension_codec()</span></code></a></li> <li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#datafusion.context.SessionContext.with_python_udf_inlining"><code class="docutils literal notranslate"><span class="pre">SessionContext.with_python_udf_inlining()</span></code></a></li> +<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#datafusion.context.SessionContext.__datafusion_codec_id__"><code class="docutils literal notranslate"><span class="pre">SessionContext.__datafusion_codec_id__</span></code></a></li> <li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#datafusion.context.SessionContext.ctx"><code class="docutils literal notranslate"><span class="pre">SessionContext.ctx</span></code></a></li> </ul> </li>
diff --git a/autoapi/datafusion/user_defined/index.html b/autoapi/datafusion/user_defined/index.html index ee7521e..153fc22 100644 --- a/autoapi/datafusion/user_defined/index.html +++ b/autoapi/datafusion/user_defined/index.html
@@ -814,6 +814,16 @@ is being installed on. Take the task context provider from it rather than building a session of your own, so the decode callbacks resolve names against the session that runs the query.</p> +<p>Implement the codec itself exactly as you would for a session that installs +only yours. A session may hold several codecs, but each payload records the +codec that wrote it and is only ever handed back to that codec, so there is +no need to recognise or reject another library’s payloads.</p> +<p>A serialized plan records which codec wrote each payload, as a short id +taken from your class’s module and qualified name. An optional +<code class="docutils literal notranslate"><span class="pre">__datafusion_codec_id__</span></code> attribute pins that id instead. It is not part +of this protocol and is rarely needed: declare it when renaming your class +must not stop older plans from decoding, or when one library installs two +instances that own disjoint slices of the wire format.</p> <dl class="py method"> <dt class="sig sig-object py" id="datafusion.user_defined.LogicalExtensionCodecExportable.__datafusion_logical_extension_codec__"> <span class="sig-name descname"><span class="pre">__datafusion_logical_extension_codec__</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">session</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Any</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">object</span></span></span><a class="headerlink" href="#datafusion.user_defined.LogicalExtensionCodecExportable.__datafusion_logical_extension_codec__" title="Link to this definition">#</a></dt> @@ -826,7 +836,9 @@ <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">datafusion.user_defined.</span></span><span class="sig-name descname"><span class="pre">PhysicalExtensionCodecExportable</span></span><a class="headerlink" href="#datafusion.user_defined.PhysicalExtensionCodecExportable" title="Link to this definition">#</a></dt> <dd><p>Bases: <code class="xref py py-obj docutils literal notranslate"><span class="pre">Protocol</span></code></p> <p>Type hint for objects exposing <code class="docutils literal notranslate"><span class="pre">__datafusion_physical_extension_codec__</span></code>.</p> -<p>See <a class="reference internal" href="#datafusion.user_defined.LogicalExtensionCodecExportable" title="datafusion.user_defined.LogicalExtensionCodecExportable"><code class="xref py py-class docutils literal notranslate"><span class="pre">LogicalExtensionCodecExportable</span></code></a> for <code class="docutils literal notranslate"><span class="pre">session</span></code>.</p> +<p>See <a class="reference internal" href="#datafusion.user_defined.LogicalExtensionCodecExportable" title="datafusion.user_defined.LogicalExtensionCodecExportable"><code class="xref py py-class docutils literal notranslate"><span class="pre">LogicalExtensionCodecExportable</span></code></a> for <code class="docutils literal notranslate"><span class="pre">session</span></code>, for why a +codec need not recognise other libraries’ payloads, and for +<code class="docutils literal notranslate"><span class="pre">__datafusion_codec_id__</span></code>.</p> <dl class="py method"> <dt class="sig sig-object py" id="datafusion.user_defined.PhysicalExtensionCodecExportable.__datafusion_physical_extension_codec__"> <span class="sig-name descname"><span class="pre">__datafusion_physical_extension_codec__</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">session</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Any</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">object</span></span></span><a class="headerlink" href="#datafusion.user_defined.PhysicalExtensionCodecExportable.__datafusion_physical_extension_codec__" title="Link to this definition">#</a></dt>
diff --git a/contributor-guide/ffi.html b/contributor-guide/ffi.html index 64369b0..1d24979 100644 --- a/contributor-guide/ffi.html +++ b/contributor-guide/ffi.html
@@ -703,13 +703,90 @@ <code class="docutils literal notranslate"><span class="pre">datafusion-python</span></code> decode the physical plan returned by the planner. The examples use process-local tokens to demonstrate ownership; production codecs should serialize durable metadata instead.</p> -<p>The current Python API has one external logical codec and one external physical codec. -Installing another codec replaces the prior codec rather than composing a registry. -The example therefore has one external codec owner, and the planner uses built-in -physical nodes. Install the provider codecs before the planner where possible.</p> +<section id="composable-codecs"> +<h3>Composable codecs<a class="headerlink" href="#composable-codecs" title="Link to this heading">#</a></h3> +<p>Extension codecs compose. Each call to <code class="docutils literal notranslate"><span class="pre">with_logical_extension_codec</span></code> or +<code class="docutils literal notranslate"><span class="pre">with_physical_extension_codec</span></code> appends the codec to the session’s codec chain +rather than replacing prior codecs.</p> +<p><strong>Nothing is asked of the codec itself.</strong> Implement <code class="docutils literal notranslate"><span class="pre">LogicalExtensionCodec</span></code> or +<code class="docutils literal notranslate"><span class="pre">PhysicalExtensionCodec</span></code> exactly as you would for a session that installs only +yours. When your codec writes bytes into a serialized plan, datafusion-python +records which codec wrote them, and strips that record off again before handing the +bytes back. So your codec receives, byte for byte, the payload it wrote, and is +never offered a payload another codec wrote.</p> +<p>A codec that also ships to hosts which dispatch differently may still want its own +guard against foreign payloads. Keeping one is fine; it is simply not needed for the +datafusion-python path.</p> +<p>That record is the codec’s <strong>id</strong>: a short string stored inside the plan, naming the +codec that wrote each payload. Because plans are decoded in another process — or +another program — the id has to name the same codec there as it did where the plan +was written.</p> +<p>Ids are assigned for you. A codec’s id is normally its exporting class’s import +path, such as <code class="docutils literal notranslate"><span class="pre">my_library.Codec</span></code>, which is what you will see in +<code class="docutils literal notranslate"><span class="pre">logical_extension_codec_ids()</span></code> and in decode errors. You choose one yourself in +three cases:</p> +<ul class="simple"> +<li><p><strong>Two instances of one class.</strong> Both get the same id, so the second install +raises <code class="docutils literal notranslate"><span class="pre">ValueError</span></code>. Pass <code class="docutils literal notranslate"><span class="pre">codec_id=</span></code> to tell them apart.</p></li> +<li><p><strong>A bare <code class="docutils literal notranslate"><span class="pre">PyCapsule</span></code>.</strong> A capsule has no class to take a name from, so it gets an +id private to the session that installed it. Plans it encodes fail with a clear +error on any other session, rather than being decoded by the wrong codec. Pass +<code class="docutils literal notranslate"><span class="pre">codec_id=</span></code> if those plans have to cross sessions.</p></li> +<li><p><strong>A class you intend to rename.</strong> The id follows the class name, so renaming stops +older plans from decoding. Declare <code class="docutils literal notranslate"><span class="pre">__datafusion_codec_id__</span></code> on the exporting +object to pin an id that survives the rename.</p></li> +</ul> +<p><code class="docutils literal notranslate"><span class="pre">SessionContext.logical_extension_codec_ids()</span></code> and its physical counterpart list the +ids installed on a session, which is also what a decode failure names.</p> +<p>Installing one context’s codec stack on another session composes the two sessions +rather than copying codecs out of one: the imported codecs resolve their task context +against the original and stop working when it is dropped — see +<a class="reference internal" href="#one-session-one-arc-sessioncontext">One session, one <code class="docutils literal notranslate"><span class="pre">Arc<SessionContext></span></code></a>. Pass +the context itself rather than the capsule it exports, so its codecs get an id that +other sessions can decode.</p> +<p>Because decoding keys off the id rather than install position, registration order +between independent libraries does not affect decoding at all. It is visible only +on encoding, where codecs are consulted in install order and the first to claim an +object wins — so installing a library can claim objects nothing else claimed, but +never takes over an object an earlier codec was already encoding. Two libraries +that each own tables, functions, and a planner register like this:</p> +<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">ctx</span> <span class="o">=</span> <span class="n">SessionContext</span><span class="p">(</span><span class="n">config</span><span class="p">)</span> + +<span class="c1"># Codecs from both libraries. Order between libraries does not matter.</span> +<span class="n">ctx</span> <span class="o">=</span> <span class="n">ctx</span><span class="o">.</span><span class="n">with_logical_extension_codec</span><span class="p">(</span><span class="n">lib_a</span><span class="o">.</span><span class="n">codec</span><span class="p">())</span> +<span class="n">ctx</span> <span class="o">=</span> <span class="n">ctx</span><span class="o">.</span><span class="n">with_logical_extension_codec</span><span class="p">(</span><span class="n">lib_b</span><span class="o">.</span><span class="n">codec</span><span class="p">())</span> +<span class="n">ctx</span> <span class="o">=</span> <span class="n">ctx</span><span class="o">.</span><span class="n">with_physical_extension_codec</span><span class="p">(</span><span class="n">lib_a</span><span class="o">.</span><span class="n">physical_codec</span><span class="p">())</span> +<span class="n">ctx</span> <span class="o">=</span> <span class="n">ctx</span><span class="o">.</span><span class="n">with_physical_extension_codec</span><span class="p">(</span><span class="n">lib_b</span><span class="o">.</span><span class="n">physical_codec</span><span class="p">())</span> + +<span class="c1"># A session holds one planner, so layering is explicit delegation. Install the</span> +<span class="c1"># codecs first: the fallback captured here keeps the codecs it was exported</span> +<span class="c1"># with. See "Rebinding a planner's codecs is one level deep" below.</span> +<span class="n">ctx</span><span class="o">.</span><span class="n">set_query_planner</span><span class="p">(</span><span class="n">lib_a</span><span class="o">.</span><span class="n">Planner</span><span class="p">())</span> +<span class="n">ctx</span><span class="o">.</span><span class="n">set_query_planner</span><span class="p">(</span><span class="n">lib_b</span><span class="o">.</span><span class="n">Planner</span><span class="p">(</span><span class="n">fallback</span><span class="o">=</span><span class="n">ctx</span><span class="o">.</span><span class="n">__datafusion_query_planner__</span><span class="p">()))</span> + +<span class="c1"># Tables and functions — any time before the first query.</span> +<span class="n">ctx</span><span class="o">.</span><span class="n">register_table</span><span class="p">(</span><span class="s2">"t"</span><span class="p">,</span> <span class="n">lib_a</span><span class="o">.</span><span class="n">TableProvider</span><span class="p">())</span> +<span class="n">ctx</span><span class="o">.</span><span class="n">register_udf</span><span class="p">(</span><span class="n">udf</span><span class="p">(</span><span class="n">lib_b</span><span class="o">.</span><span class="n">SomeUDF</span><span class="p">()))</span> +</pre></div> +</div> +<p>A codec may own functions that need no payload at all, where the name is the whole +encoding: <code class="docutils literal notranslate"><span class="pre">try_encode_udf</span></code> writes nothing and <code class="docutils literal notranslate"><span class="pre">try_decode_udf</span></code> rebuilds the function +from <code class="docutils literal notranslate"><span class="pre">name</span></code>. That is supported and needs no id, because an <code class="docutils literal notranslate"><span class="pre">Ok</span></code> with an empty +buffer is read as “no opinion” and passes the object to the next codec. +<code class="docutils literal notranslate"><span class="pre">NameOnlyUdfCodec</span></code> in the FFI example is the worked case. Anything no installed +codec claims falls through to <code class="docutils literal notranslate"><span class="pre">Default{Logical,Physical}ExtensionCodec</span></code>.</p> +<p>This is the one case where your decoder is consulted about something you may not +own, because an empty payload has no id to route on. <code class="docutils literal notranslate"><span class="pre">try_decode_udf</span></code> and +its aggregate and window siblings can therefore be called with an empty <code class="docutils literal notranslate"><span class="pre">buf</span></code> and a +<code class="docutils literal notranslate"><span class="pre">name</span></code> belonging to another library. Decide from <code class="docutils literal notranslate"><span class="pre">name</span></code> and return an error if it is +not yours; do not assume <code class="docutils literal notranslate"><span class="pre">buf</span></code> is non-empty.</p> +<p>The framing itself — how an id is stored alongside a payload and routed back, and the two cases +that stay unframed — is internal to datafusion-python and documented in +<code class="docutils literal notranslate"><span class="pre">crates/core/src/codec.rs</span></code> for anyone changing it.</p> <p>The current FFI logical codec supports providers and UDFs but not arbitrary custom <code class="docutils literal notranslate"><span class="pre">LogicalPlan::Extension</span></code> nodes. See both example READMEs for the supported flow and local build commands.</p> +</section> <section id="capsule-getters-receive-the-session-they-are-installed-on"> <h3>Capsule getters receive the session they are installed on<a class="headerlink" href="#capsule-getters-receive-the-session-they-are-installed-on" title="Link to this heading">#</a></h3> <p><code class="docutils literal notranslate"><span class="pre">__datafusion_query_planner__</span></code>, <code class="docutils literal notranslate"><span class="pre">__datafusion_logical_extension_codec__</span></code>, and @@ -791,7 +868,7 @@ so it is a property of the session rather than of a handle on it, and installing one is visible to every context sharing that session — including ones a <code class="docutils literal notranslate"><span class="pre">with_*</span></code> call returned earlier. Installing a codec on a session that already has a foreign planner rebuilds -that planner against the new codec for the same reason: there is one planner, and it has +that planner against the new chain for the same reason: there is one planner, and it has to carry the codecs currently in force. This happens on the shared session, so it takes effect even if the returned context is discarded — <code class="docutils literal notranslate"><span class="pre">ctx.with_python_udf_inlining(...)</span></code> whose result is thrown away still leaves the session’s planner carrying the codecs of @@ -804,13 +881,15 @@ installed one. Every other path — <code class="docutils literal notranslate"><span class="pre">Expr.to_bytes(ctx)</span></code>, <code class="docutils literal notranslate"><span class="pre">ExecutionPlan.to_bytes(ctx)</span></code>, registering a provider — uses the codecs of the handle you call it on.</p> </div></blockquote> -<p>Those can be different handles, and then one session has two codecs in effect at once:</p> +<p>Those can be different handles, and then one session has two codec chains in effect at +once:</p> <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">ctx</span> <span class="o">=</span> <span class="n">ctx</span><span class="o">.</span><span class="n">with_logical_extension_codec</span><span class="p">(</span><span class="n">codec_a</span><span class="p">)</span> <span class="n">ctx</span><span class="o">.</span><span class="n">set_query_planner</span><span class="p">(</span><span class="n">planner</span><span class="p">)</span> <span class="n">ctx</span><span class="o">.</span><span class="n">with_logical_extension_codec</span><span class="p">(</span><span class="n">codec_b</span><span class="p">)</span> <span class="c1"># discarded</span> -<span class="n">Expr</span><span class="o">.</span><span class="n">to_bytes</span><span class="p">(</span><span class="n">expr</span><span class="p">,</span> <span class="n">ctx</span><span class="p">)</span> <span class="c1"># encodes with codec_a -- ctx's own field</span> -<span class="n">ctx</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="o">...</span><span class="p">)</span><span class="o">.</span><span class="n">collect</span><span class="p">()</span> <span class="c1"># plans with codec_b -- installed via the discarded handle</span> +<span class="n">Expr</span><span class="o">.</span><span class="n">to_bytes</span><span class="p">(</span><span class="n">expr</span><span class="p">,</span> <span class="n">ctx</span><span class="p">)</span> <span class="c1"># encodes with [codec_a, default] -- ctx's own field</span> +<span class="n">ctx</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="o">...</span><span class="p">)</span><span class="o">.</span><span class="n">collect</span><span class="p">()</span> <span class="c1"># plans with [codec_b, codec_a, default] -- the discarded</span> + <span class="c1"># handle's chain, installed on the shared session</span> </pre></div> </div> <p>Chaining <code class="docutils literal notranslate"><span class="pre">ctx</span> <span class="pre">=</span> <span class="pre">ctx.with_...(...)</span></code>, as the example below does, keeps the two in step. @@ -942,6 +1021,7 @@ <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#implementation-details">Implementation Details</a></li> <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#pyo3-class-mutability-guidelines">PyO3 class mutability guidelines</a></li> <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#query-planners-across-multiple-libraries">Query Planners Across Multiple Libraries</a><ul class="visible nav section-nav flex-column"> +<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#composable-codecs">Composable codecs</a></li> <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#capsule-getters-receive-the-session-they-are-installed-on">Capsule getters receive the session they are installed on</a></li> <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#a-codec-decodes-against-the-session-that-is-running-the-query">A codec decodes against the session that is running the query</a></li> <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#one-session-one-arc-sessioncontext">One session, one <code class="docutils literal notranslate"><span class="pre">Arc<SessionContext></span></code></a></li>
diff --git a/genindex.html b/genindex.html index 709b96b..e6498fc 100644 --- a/genindex.html +++ b/genindex.html
@@ -552,6 +552,8 @@ </ul></li> <li><a href="autoapi/datafusion/user_defined/index.html#datafusion.user_defined.AggregateUDFExportable.__datafusion_aggregate_udf__">__datafusion_aggregate_udf__() (datafusion.user_defined.AggregateUDFExportable method)</a> </li> + <li><a href="autoapi/datafusion/context/index.html#datafusion.context.SessionContext.__datafusion_codec_id__">__datafusion_codec_id__ (datafusion.context.SessionContext property)</a> +</li> <li><a href="autoapi/datafusion/context/index.html#datafusion.context.SessionContext.__datafusion_logical_extension_codec__">__datafusion_logical_extension_codec__() (datafusion.context.SessionContext method)</a> <ul> @@ -2806,10 +2808,10 @@ </ul></li> <li><a href="autoapi/datafusion/functions/index.html#datafusion.functions.list_normalize">list_normalize() (in module datafusion.functions)</a> </li> - </ul></td> - <td style="width: 33%; vertical-align: top;"><ul> <li><a href="autoapi/datafusion/functions/index.html#datafusion.functions.list_overlap">list_overlap() (in module datafusion.functions)</a> </li> + </ul></td> + <td style="width: 33%; vertical-align: top;"><ul> <li><a href="autoapi/datafusion/functions/index.html#datafusion.functions.list_pop_back">list_pop_back() (in module datafusion.functions)</a> </li> <li><a href="autoapi/datafusion/functions/index.html#datafusion.functions.list_pop_front">list_pop_front() (in module datafusion.functions)</a> @@ -2906,6 +2908,8 @@ <li><a href="autoapi/datafusion/functions/index.html#datafusion.functions.log2">(in module datafusion.functions)</a> </li> </ul></li> + <li><a href="autoapi/datafusion/context/index.html#datafusion.context.SessionContext.logical_extension_codec_ids">logical_extension_codec_ids() (datafusion.context.SessionContext method)</a> +</li> <li><a href="autoapi/datafusion/dataframe/index.html#datafusion.dataframe.DataFrame.logical_plan">logical_plan() (datafusion.dataframe.DataFrame method)</a> </li> <li><a href="autoapi/datafusion/user_defined/index.html#datafusion.user_defined.LogicalExtensionCodecExportable">LogicalExtensionCodecExportable (class in datafusion.user_defined)</a> @@ -3319,6 +3323,8 @@ </ul></li> </ul></td> <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="autoapi/datafusion/context/index.html#datafusion.context.SessionContext.physical_extension_codec_ids">physical_extension_codec_ids() (datafusion.context.SessionContext method)</a> +</li> <li><a href="autoapi/datafusion/user_defined/index.html#datafusion.user_defined.PhysicalExtensionCodecExportable">PhysicalExtensionCodecExportable (class in datafusion.user_defined)</a> </li> <li><a href="autoapi/datafusion/context/index.html#datafusion.context.PhysicalOptimizerRuleExportable">PhysicalOptimizerRuleExportable (class in datafusion.context)</a>
diff --git a/objects.inv b/objects.inv index 0bc25d7..cda4a77 100644 --- a/objects.inv +++ b/objects.inv Binary files differ
diff --git a/searchindex.js b/searchindex.js index ef25015..be0437b 100644 --- a/searchindex.js +++ b/searchindex.js
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false]], "current_date() (in module datafusion.functions)": [[5, "datafusion.functions.current_date", false]], "current_time() (in module datafusion.functions)": [[5, "datafusion.functions.current_time", false]], "current_timestamp() (in module datafusion.functions)": [[5, "datafusion.functions.current_timestamp", false]], "custom_css (datafusion.dataframe_formatter.dataframehtmlformatter attribute)": [[3, "datafusion.dataframe_formatter.DataFrameHtmlFormatter.custom_css", false]], "data_page_row_count_limit (datafusion.dataframe.parquetwriteroptions attribute)": [[2, "datafusion.dataframe.ParquetWriterOptions.data_page_row_count_limit", false]], "data_page_row_count_limit (datafusion.parquetwriteroptions attribute)": [[7, "datafusion.ParquetWriterOptions.data_page_row_count_limit", false]], "data_pagesize_limit (datafusion.dataframe.parquetwriteroptions attribute)": [[2, "datafusion.dataframe.ParquetWriterOptions.data_pagesize_limit", false]], "data_pagesize_limit 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false]], "datafusion.substrait": [[17, "module-datafusion.substrait", false]], "datafusion.unparser": [[18, "module-datafusion.unparser", false]], "datafusion.user_defined": [[19, "module-datafusion.user_defined", false]], "date_add() (in module datafusion.functions.spark)": [[6, "datafusion.functions.spark.date_add", false]], "date_bin() (in module datafusion.functions)": [[5, "datafusion.functions.date_bin", false]], "date_diff() (in module datafusion.functions.spark)": [[6, "datafusion.functions.spark.date_diff", false]], "date_format() (in module datafusion.functions)": [[5, "datafusion.functions.date_format", false]], "date_part() (in module datafusion.functions)": [[5, "datafusion.functions.date_part", false]], "date_part() (in module datafusion.functions.spark)": [[6, "datafusion.functions.spark.date_part", false]], "date_sub() (in module datafusion.functions.spark)": [[6, "datafusion.functions.spark.date_sub", false]], "date_trunc() (in module datafusion.functions)": [[5, 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"map_values() (in module datafusion.functions)": [[5, "datafusion.functions.map_values", false]], "max() (in module datafusion.functions)": [[5, "datafusion.functions.max", false]], "max_cell_length (datafusion.dataframe_formatter.dataframehtmlformatter attribute)": [[3, "datafusion.dataframe_formatter.DataFrameHtmlFormatter.max_cell_length", false]], "max_height (datafusion.dataframe_formatter.dataframehtmlformatter attribute)": [[3, "datafusion.dataframe_formatter.DataFrameHtmlFormatter.max_height", false]], "max_memory_bytes (datafusion.dataframe_formatter.dataframehtmlformatter attribute)": [[3, "datafusion.dataframe_formatter.DataFrameHtmlFormatter.max_memory_bytes", false]], "max_row_group_size (datafusion.dataframe.parquetwriteroptions attribute)": [[2, "datafusion.dataframe.ParquetWriterOptions.max_row_group_size", false]], "max_row_group_size (datafusion.parquetwriteroptions attribute)": [[7, "datafusion.ParquetWriterOptions.max_row_group_size", false]], "max_rows 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false]], "microsoftazure (in module datafusion.object_store)": [[13, "datafusion.object_store.MicrosoftAzure", false]], "min() (in module datafusion.functions)": [[5, "datafusion.functions.min", false]], "min_rows (datafusion.dataframe_formatter.dataframehtmlformatter attribute)": [[3, "datafusion.dataframe_formatter.DataFrameHtmlFormatter.min_rows", false]], "minute() (in module datafusion.functions.spark)": [[6, "datafusion.functions.spark.minute", false]], "module": [[0, "module-datafusion.catalog", false], [1, "module-datafusion.context", false], [2, "module-datafusion.dataframe", false], [3, "module-datafusion.dataframe_formatter", false], [4, "module-datafusion.expr", false], [5, "module-datafusion.functions", false], [6, "module-datafusion.functions.spark", false], [7, "module-datafusion", false], [8, "module-datafusion.input.base", false], [9, "module-datafusion.input", false], [10, "module-datafusion.input.location", false], [11, "module-datafusion.io", false], [12, "module-datafusion.ipc", false], [13, "module-datafusion.object_store", false], [14, "module-datafusion.options", false], [15, "module-datafusion.plan", false], [16, "module-datafusion.record_batch", false], [17, "module-datafusion.substrait", false], [18, "module-datafusion.unparser", false], [19, "module-datafusion.user_defined", false]], "modulus() (in module datafusion.functions.spark)": [[6, "datafusion.functions.spark.modulus", false]], "mysql() (datafusion.unparser.dialect static method)": [[18, "datafusion.unparser.Dialect.mysql", false]], "name (datafusion.aggregateudf property)": [[7, "datafusion.AggregateUDF.name", false]], "name (datafusion.metric property)": [[7, "datafusion.Metric.name", false]], "name (datafusion.plan.metric property)": [[15, "datafusion.plan.Metric.name", false]], "name (datafusion.scalarudf property)": [[7, "datafusion.ScalarUDF.name", false]], "name (datafusion.user_defined.aggregateudf property)": [[19, "datafusion.user_defined.AggregateUDF.name", false]], "name (datafusion.user_defined.scalarudf property)": [[19, "datafusion.user_defined.ScalarUDF.name", false]], "name (datafusion.user_defined.windowudf property)": [[19, "datafusion.user_defined.WindowUDF.name", false]], "name (datafusion.windowudf property)": [[7, "datafusion.WindowUDF.name", false]], "named_struct() (in module datafusion.functions)": [[5, "datafusion.functions.named_struct", false]], "names() (datafusion.catalog method)": [[7, "datafusion.Catalog.names", false]], "names() (datafusion.catalog.catalog method)": [[0, "datafusion.catalog.Catalog.names", false]], "names() (datafusion.catalog.cataloglist method)": [[0, "datafusion.catalog.CatalogList.names", false]], "names() (datafusion.catalog.schema method)": [[0, "datafusion.catalog.Schema.names", false]], "nanvl() (in module datafusion.functions)": [[5, "datafusion.functions.nanvl", false]], "negative (in module datafusion.expr)": [[4, "datafusion.expr.Negative", false]], "negative() (in module 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"datafusion.functions.ntile", false]], "null_regex (datafusion.csvreadoptions attribute)": [[7, "datafusion.CsvReadOptions.null_regex", false]], "null_regex (datafusion.options.csvreadoptions attribute)": [[14, "datafusion.options.CsvReadOptions.null_regex", false]], "null_treatment() (datafusion.expr method)": [[7, "datafusion.Expr.null_treatment", false]], "null_treatment() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.null_treatment", false]], "nullif() (in module datafusion.functions)": [[5, "datafusion.functions.nullif", false]], "nulls_first() (datafusion.expr.sortexpr method)": [[4, "datafusion.expr.SortExpr.nulls_first", false]], "nvl() (in module datafusion.functions)": [[5, "datafusion.functions.nvl", false]], "nvl2() (in module datafusion.functions)": [[5, "datafusion.functions.nvl2", false]], "octet_length() (datafusion.expr method)": [[7, "datafusion.Expr.octet_length", false]], "octet_length() (datafusion.expr.expr method)": [[4, 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"output_rows (datafusion.metricsset property)": [[7, "datafusion.MetricsSet.output_rows", false]], "output_rows (datafusion.plan.metricsset property)": [[15, "datafusion.plan.MetricsSet.output_rows", false]], "over() (datafusion.expr method)": [[7, "datafusion.Expr.over", false]], "over() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.over", false]], "overlay() (in module datafusion.functions)": [[5, "datafusion.functions.overlay", false]], "overwrite (datafusion.dataframe.insertop attribute)": [[2, "datafusion.dataframe.InsertOp.OVERWRITE", false]], "overwrite (datafusion.insertop attribute)": [[7, "datafusion.InsertOp.OVERWRITE", false]], "owner_name() (datafusion.catalog.schemaprovider method)": [[0, "datafusion.catalog.SchemaProvider.owner_name", false]], "parquetcolumnoptions (class in datafusion)": [[7, "datafusion.ParquetColumnOptions", false]], "parquetcolumnoptions (class in datafusion.dataframe)": [[2, "datafusion.dataframe.ParquetColumnOptions", false]], 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false]], "power() (in module datafusion.functions)": [[5, "datafusion.functions.power", false]], "prepare (in module datafusion.expr)": [[4, "datafusion.expr.Prepare", false]], "producer (class in datafusion.substrait)": [[17, "datafusion.substrait.Producer", false]], "projection (in module datafusion.expr)": [[4, "datafusion.expr.Projection", false]], "python_value() (datafusion.expr method)": [[7, "datafusion.Expr.python_value", false]], "python_value() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.python_value", false]], "quantile_cont() (in module datafusion.functions)": [[5, "datafusion.functions.quantile_cont", false]], "queryplannerexportable (class in datafusion.context)": [[1, "datafusion.context.QueryPlannerExportable", false]], "quote (datafusion.csvreadoptions attribute)": [[7, "datafusion.CsvReadOptions.quote", false]], "quote (datafusion.options.csvreadoptions attribute)": [[14, "datafusion.options.CsvReadOptions.quote", false]], "radians() (datafusion.expr 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false]], "regr_intercept() (in module datafusion.functions)": [[5, "datafusion.functions.regr_intercept", false]], "regr_r2() (in module datafusion.functions)": [[5, "datafusion.functions.regr_r2", false]], "regr_slope() (in module datafusion.functions)": [[5, "datafusion.functions.regr_slope", false]], "regr_sxx() (in module datafusion.functions)": [[5, "datafusion.functions.regr_sxx", false]], "regr_sxy() (in module datafusion.functions)": [[5, "datafusion.functions.regr_sxy", false]], "regr_syy() (in module datafusion.functions)": [[5, "datafusion.functions.regr_syy", false]], "remove_optimizer_rule() (datafusion.context.sessioncontext method)": [[1, "datafusion.context.SessionContext.remove_optimizer_rule", false]], "repartition (in module datafusion.expr)": [[4, "datafusion.expr.Repartition", false]], "repartition() (datafusion.dataframe.dataframe method)": [[2, "datafusion.dataframe.DataFrame.repartition", false]], "repartition_by_hash() (datafusion.dataframe.dataframe method)": [[2, "datafusion.dataframe.DataFrame.repartition_by_hash", false]], "repeat() (in module datafusion.functions)": [[5, "datafusion.functions.repeat", false]], "replace (datafusion.dataframe.insertop attribute)": [[2, "datafusion.dataframe.InsertOp.REPLACE", false]], "replace (datafusion.insertop attribute)": [[7, "datafusion.InsertOp.REPLACE", false]], "replace() (in module datafusion.functions)": [[5, "datafusion.functions.replace", false]], "repr_rows (datafusion.dataframe_formatter.dataframehtmlformatter property)": [[3, "datafusion.dataframe_formatter.DataFrameHtmlFormatter.repr_rows", false]], "reset_formatter() (in module datafusion.dataframe_formatter)": [[3, "datafusion.dataframe_formatter.reset_formatter", false]], "reverse() (datafusion.expr method)": [[7, "datafusion.Expr.reverse", false]], "reverse() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.reverse", false]], "reverse() (in module datafusion.functions)": [[5, "datafusion.functions.reverse", false]], "rex_call_operands() (datafusion.expr method)": [[7, "datafusion.Expr.rex_call_operands", false]], "rex_call_operands() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.rex_call_operands", false]], "rex_call_operator() (datafusion.expr method)": [[7, "datafusion.Expr.rex_call_operator", false]], "rex_call_operator() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.rex_call_operator", false]], "rex_type() (datafusion.expr method)": [[7, "datafusion.Expr.rex_type", false]], "rex_type() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.rex_type", false]], "right() (in module datafusion.functions)": [[5, "datafusion.functions.right", false]], "rint() (in module datafusion.functions.spark)": [[6, "datafusion.functions.spark.rint", false]], "rollup() (datafusion.expr.groupingset static method)": [[4, "datafusion.expr.GroupingSet.rollup", false]], "round() (in module datafusion.functions)": [[5, "datafusion.functions.round", false]], "round() (in module 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datafusion.user_defined)": [[19, "datafusion.user_defined.ScalarUDF", false]], "scalarudfexportable (class in datafusion.user_defined)": [[19, "datafusion.user_defined.ScalarUDFExportable", false]], "scalarvariable (in module datafusion.expr)": [[4, "datafusion.expr.ScalarVariable", false]], "schema (class in datafusion.catalog)": [[0, "datafusion.catalog.Schema", false]], "schema (datafusion.catalog.table property)": [[0, "datafusion.catalog.Table.schema", false]], "schema (datafusion.csvreadoptions attribute)": [[7, "datafusion.CsvReadOptions.schema", false]], "schema (datafusion.options.csvreadoptions attribute)": [[14, "datafusion.options.CsvReadOptions.schema", false]], "schema (datafusion.table property)": [[7, "datafusion.Table.schema", false]], "schema() (datafusion.catalog method)": [[7, "datafusion.Catalog.schema", false]], "schema() (datafusion.catalog.catalog method)": [[0, "datafusion.catalog.Catalog.schema", false]], "schema() (datafusion.catalog.catalogprovider method)": [[0, "datafusion.catalog.CatalogProvider.schema", false]], "schema() (datafusion.dataframe.dataframe method)": [[2, "datafusion.dataframe.DataFrame.schema", false]], "schema_infer_max_records (datafusion.csvreadoptions attribute)": [[7, "datafusion.CsvReadOptions.schema_infer_max_records", false]], "schema_infer_max_records (datafusion.options.csvreadoptions attribute)": [[14, "datafusion.options.CsvReadOptions.schema_infer_max_records", false]], "schema_name() (datafusion.expr method)": [[7, "datafusion.Expr.schema_name", false]], "schema_name() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.schema_name", false]], "schema_names() (datafusion.catalog method)": [[7, "datafusion.Catalog.schema_names", false]], "schema_names() (datafusion.catalog.catalog method)": [[0, "datafusion.catalog.Catalog.schema_names", false]], "schema_names() (datafusion.catalog.catalogprovider method)": [[0, "datafusion.catalog.CatalogProvider.schema_names", false]], "schemaprovider (class in datafusion.catalog)": [[0, "datafusion.catalog.SchemaProvider", false]], "sec() (in module datafusion.functions.spark)": [[6, "datafusion.functions.spark.sec", false]], "second() (in module datafusion.functions.spark)": [[6, "datafusion.functions.spark.second", false]], "select() (datafusion.dataframe.dataframe method)": [[2, "datafusion.dataframe.DataFrame.select", false]], "select_exprs() (datafusion.dataframe.dataframe method)": [[2, "datafusion.dataframe.DataFrame.select_exprs", false]], "serde (class in datafusion.substrait)": [[17, "datafusion.substrait.Serde", false]], "serialize() (datafusion.substrait.serde static method)": [[17, "datafusion.substrait.Serde.serialize", false]], "serialize_bytes() (datafusion.substrait.serde static method)": [[17, "datafusion.substrait.Serde.serialize_bytes", false]], "serialize_to_plan() (datafusion.substrait.serde static method)": [[17, "datafusion.substrait.Serde.serialize_to_plan", false]], "session_id() (datafusion.context.sessioncontext 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(datafusion.expr method)": [[7, "datafusion.Expr.sha224", false]], "sha224() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.sha224", false]], "sha224() (in module datafusion.functions)": [[5, "datafusion.functions.sha224", false]], "sha256() (datafusion.expr method)": [[7, "datafusion.Expr.sha256", false]], "sha256() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.sha256", false]], "sha256() (in module datafusion.functions)": [[5, "datafusion.functions.sha256", false]], "sha384() (datafusion.expr method)": [[7, "datafusion.Expr.sha384", false]], "sha384() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.sha384", false]], "sha384() (in module datafusion.functions)": [[5, "datafusion.functions.sha384", false]], "sha512() (datafusion.expr method)": [[7, "datafusion.Expr.sha512", false]], "sha512() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.sha512", false]], "sha512() (in module datafusion.functions)": [[5, "datafusion.functions.sha512", false]], "shiftleft() (in module datafusion.functions.spark)": [[6, "datafusion.functions.spark.shiftleft", false]], "shiftright() (in module datafusion.functions.spark)": [[6, "datafusion.functions.spark.shiftright", false]], "shiftrightunsigned() (in module datafusion.functions.spark)": [[6, "datafusion.functions.spark.shiftrightunsigned", false]], "show() (datafusion.dataframe.dataframe method)": [[2, "datafusion.dataframe.DataFrame.show", false]], "show_truncation_message (datafusion.dataframe_formatter.dataframehtmlformatter attribute)": [[3, "datafusion.dataframe_formatter.DataFrameHtmlFormatter.show_truncation_message", false]], "shuffle() (in module datafusion.functions.spark)": [[6, "datafusion.functions.spark.shuffle", false]], "signum() (datafusion.expr method)": [[7, "datafusion.Expr.signum", false]], "signum() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.signum", false]], "signum() (in module datafusion.functions)": [[5, "datafusion.functions.signum", false]], "similarto (in module datafusion.expr)": [[4, "datafusion.expr.SimilarTo", false]], "sin() (datafusion.expr method)": [[7, "datafusion.Expr.sin", false]], "sin() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.sin", false]], "sin() (in module datafusion.functions)": [[5, "datafusion.functions.sin", false]], "sinh() (datafusion.expr method)": [[7, "datafusion.Expr.sinh", false]], "sinh() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.sinh", false]], "sinh() (in module datafusion.functions)": [[5, "datafusion.functions.sinh", false]], "size() (in module datafusion.functions.spark)": [[6, "datafusion.functions.spark.size", false]], "skip_arrow_metadata (datafusion.dataframe.parquetwriteroptions attribute)": [[2, "datafusion.dataframe.ParquetWriterOptions.skip_arrow_metadata", false]], "skip_arrow_metadata (datafusion.parquetwriteroptions attribute)": [[7, "datafusion.ParquetWriterOptions.skip_arrow_metadata", false]], "slice() (in module 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false]], "current_date() (in module datafusion.functions)": [[5, "datafusion.functions.current_date", false]], "current_time() (in module datafusion.functions)": [[5, "datafusion.functions.current_time", false]], "current_timestamp() (in module datafusion.functions)": [[5, "datafusion.functions.current_timestamp", false]], "custom_css (datafusion.dataframe_formatter.dataframehtmlformatter attribute)": [[3, "datafusion.dataframe_formatter.DataFrameHtmlFormatter.custom_css", false]], "data_page_row_count_limit (datafusion.dataframe.parquetwriteroptions attribute)": [[2, "datafusion.dataframe.ParquetWriterOptions.data_page_row_count_limit", false]], "data_page_row_count_limit (datafusion.parquetwriteroptions attribute)": [[7, "datafusion.ParquetWriterOptions.data_page_row_count_limit", false]], "data_pagesize_limit (datafusion.dataframe.parquetwriteroptions attribute)": [[2, "datafusion.dataframe.ParquetWriterOptions.data_pagesize_limit", false]], "data_pagesize_limit (datafusion.parquetwriteroptions attribute)": [[7, "datafusion.ParquetWriterOptions.data_pagesize_limit", false]], "data_type_or_field_to_field() (in module datafusion.user_defined)": [[19, "datafusion.user_defined.data_type_or_field_to_field", false]], "data_types_or_fields_to_field_list() (in module datafusion.user_defined)": [[19, "datafusion.user_defined.data_types_or_fields_to_field_list", false]], "dataframe (class in datafusion.dataframe)": [[2, "datafusion.dataframe.DataFrame", false]], "dataframehtmlformatter (class in datafusion.dataframe_formatter)": [[3, "datafusion.dataframe_formatter.DataFrameHtmlFormatter", false]], "dataframewriteoptions (class in datafusion)": [[7, "datafusion.DataFrameWriteOptions", false]], "dataframewriteoptions (class in datafusion.dataframe)": [[2, "datafusion.dataframe.DataFrameWriteOptions", false]], "datafusion": [[7, "module-datafusion", false]], "datafusion.catalog": [[0, "module-datafusion.catalog", false]], "datafusion.context": [[1, 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false]], "datafusion.substrait": [[17, "module-datafusion.substrait", false]], "datafusion.unparser": [[18, "module-datafusion.unparser", false]], "datafusion.user_defined": [[19, "module-datafusion.user_defined", false]], "date_add() (in module datafusion.functions.spark)": [[6, "datafusion.functions.spark.date_add", false]], "date_bin() (in module datafusion.functions)": [[5, "datafusion.functions.date_bin", false]], "date_diff() (in module datafusion.functions.spark)": [[6, "datafusion.functions.spark.date_diff", false]], "date_format() (in module datafusion.functions)": [[5, "datafusion.functions.date_format", false]], "date_part() (in module datafusion.functions)": [[5, "datafusion.functions.date_part", false]], "date_part() (in module datafusion.functions.spark)": [[6, "datafusion.functions.spark.date_part", false]], "date_sub() (in module datafusion.functions.spark)": [[6, "datafusion.functions.spark.date_sub", false]], "date_trunc() (in module datafusion.functions)": [[5, 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false]], "deregister_table() (datafusion.catalog.schema method)": [[0, "datafusion.catalog.Schema.deregister_table", false]], "deregister_table() (datafusion.catalog.schemaprovider method)": [[0, "datafusion.catalog.SchemaProvider.deregister_table", false]], "deregister_table() (datafusion.context.sessioncontext method)": [[1, "datafusion.context.SessionContext.deregister_table", false]], "deregister_udaf() (datafusion.context.sessioncontext method)": [[1, "datafusion.context.SessionContext.deregister_udaf", false]], "deregister_udf() (datafusion.context.sessioncontext method)": [[1, "datafusion.context.SessionContext.deregister_udf", false]], "deregister_udtf() (datafusion.context.sessioncontext method)": [[1, "datafusion.context.SessionContext.deregister_udtf", false]], "deregister_udwf() (datafusion.context.sessioncontext method)": [[1, "datafusion.context.SessionContext.deregister_udwf", false]], "describe() (datafusion.dataframe.dataframe method)": [[2, "datafusion.dataframe.DataFrame.describe", false]], "describetable (in module datafusion.expr)": [[4, "datafusion.expr.DescribeTable", false]], "deserialize() (datafusion.substrait.serde static method)": [[17, "datafusion.substrait.Serde.deserialize", false]], "deserialize_bytes() (datafusion.substrait.serde static method)": [[17, "datafusion.substrait.Serde.deserialize_bytes", false]], "df (datafusion.dataframe.dataframe attribute)": [[2, "datafusion.dataframe.DataFrame.df", false]], "dfschema (in module datafusion)": [[7, "datafusion.DFSchema", false]], "dialect (class in datafusion.unparser)": [[18, "datafusion.unparser.Dialect", false]], "dialect (datafusion.unparser.dialect attribute)": [[18, "datafusion.unparser.Dialect.dialect", false]], "dictionary_enabled (datafusion.dataframe.parquetcolumnoptions attribute)": [[2, "datafusion.dataframe.ParquetColumnOptions.dictionary_enabled", false]], "dictionary_enabled (datafusion.dataframe.parquetwriteroptions attribute)": [[2, 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"max_row_group_size (datafusion.parquetwriteroptions attribute)": [[7, "datafusion.ParquetWriterOptions.max_row_group_size", false]], "max_rows (datafusion.dataframe_formatter.dataframehtmlformatter property)": [[3, "datafusion.dataframe_formatter.DataFrameHtmlFormatter.max_rows", false]], "max_width (datafusion.dataframe_formatter.dataframehtmlformatter attribute)": [[3, "datafusion.dataframe_formatter.DataFrameHtmlFormatter.max_width", false]], "maximum_buffered_record_batches_per_stream (datafusion.dataframe.parquetwriteroptions attribute)": [[2, "datafusion.dataframe.ParquetWriterOptions.maximum_buffered_record_batches_per_stream", false]], "maximum_buffered_record_batches_per_stream (datafusion.parquetwriteroptions attribute)": [[7, "datafusion.ParquetWriterOptions.maximum_buffered_record_batches_per_stream", false]], "maximum_parallel_row_group_writers (datafusion.dataframe.parquetwriteroptions attribute)": [[2, "datafusion.dataframe.ParquetWriterOptions.maximum_parallel_row_group_writers", false]], "maximum_parallel_row_group_writers (datafusion.parquetwriteroptions attribute)": [[7, "datafusion.ParquetWriterOptions.maximum_parallel_row_group_writers", false]], "md5() (datafusion.expr method)": [[7, "datafusion.Expr.md5", false]], "md5() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.md5", false]], "md5() (in module datafusion.functions)": [[5, "datafusion.functions.md5", false]], "mean() (in module datafusion.functions)": [[5, "datafusion.functions.mean", false]], "median() (in module datafusion.functions)": [[5, "datafusion.functions.median", false]], "memoize() (datafusion.user_defined.windowevaluator method)": [[19, "datafusion.user_defined.WindowEvaluator.memoize", false]], "memory_catalog() (datafusion.catalog static method)": [[7, "datafusion.Catalog.memory_catalog", false]], "memory_catalog() (datafusion.catalog.catalog static method)": [[0, 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false]], "order_by() (in module datafusion.functions)": [[5, "datafusion.functions.order_by", false]], "otherwise() (datafusion.expr.casebuilder method)": [[4, "datafusion.expr.CaseBuilder.otherwise", false]], "output_rows (datafusion.metricsset property)": [[7, "datafusion.MetricsSet.output_rows", false]], "output_rows (datafusion.plan.metricsset property)": [[15, "datafusion.plan.MetricsSet.output_rows", false]], "over() (datafusion.expr method)": [[7, "datafusion.Expr.over", false]], "over() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.over", false]], "overlay() (in module datafusion.functions)": [[5, "datafusion.functions.overlay", false]], "overwrite (datafusion.dataframe.insertop attribute)": [[2, "datafusion.dataframe.InsertOp.OVERWRITE", false]], "overwrite (datafusion.insertop attribute)": [[7, "datafusion.InsertOp.OVERWRITE", false]], "owner_name() (datafusion.catalog.schemaprovider method)": [[0, "datafusion.catalog.SchemaProvider.owner_name", false]], 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false]], "pmod() (in module datafusion.functions.spark)": [[6, "datafusion.functions.spark.pmod", false]], "position() (in module datafusion.functions)": [[5, "datafusion.functions.position", false]], "postgres() (datafusion.unparser.dialect static method)": [[18, "datafusion.unparser.Dialect.postgres", false]], "pow() (in module datafusion.functions)": [[5, "datafusion.functions.pow", false]], "power() (in module datafusion.functions)": [[5, "datafusion.functions.power", false]], "prepare (in module datafusion.expr)": [[4, "datafusion.expr.Prepare", false]], "producer (class in datafusion.substrait)": [[17, "datafusion.substrait.Producer", false]], "projection (in module datafusion.expr)": [[4, "datafusion.expr.Projection", false]], "python_value() (datafusion.expr method)": [[7, "datafusion.Expr.python_value", false]], "python_value() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.python_value", false]], "quantile_cont() (in module datafusion.functions)": [[5, 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false]], "register_catalog_provider() (datafusion.context.sessioncontext method)": [[1, "datafusion.context.SessionContext.register_catalog_provider", false]], "register_catalog_provider_list() (datafusion.context.sessioncontext method)": [[1, "datafusion.context.SessionContext.register_catalog_provider_list", false]], "register_csv() (datafusion.context.sessioncontext method)": [[1, "datafusion.context.SessionContext.register_csv", false]], "register_dataset() (datafusion.context.sessioncontext method)": [[1, "datafusion.context.SessionContext.register_dataset", false]], "register_formatter() (datafusion.dataframe_formatter.dataframehtmlformatter method)": [[3, "datafusion.dataframe_formatter.DataFrameHtmlFormatter.register_formatter", false]], "register_json() (datafusion.context.sessioncontext method)": [[1, "datafusion.context.SessionContext.register_json", false]], "register_listing_table() (datafusion.context.sessioncontext method)": [[1, 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property)": [[3, "datafusion.dataframe_formatter.DataFrameHtmlFormatter.repr_rows", false]], "reset_formatter() (in module datafusion.dataframe_formatter)": [[3, "datafusion.dataframe_formatter.reset_formatter", false]], "reverse() (datafusion.expr method)": [[7, "datafusion.Expr.reverse", false]], "reverse() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.reverse", false]], "reverse() (in module datafusion.functions)": [[5, "datafusion.functions.reverse", false]], "rex_call_operands() (datafusion.expr method)": [[7, "datafusion.Expr.rex_call_operands", false]], "rex_call_operands() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.rex_call_operands", false]], "rex_call_operator() (datafusion.expr method)": [[7, "datafusion.Expr.rex_call_operator", false]], "rex_call_operator() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.rex_call_operator", false]], "rex_type() (datafusion.expr method)": [[7, "datafusion.Expr.rex_type", false]], "rex_type() 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"datafusion.CsvReadOptions.schema", false]], "schema (datafusion.options.csvreadoptions attribute)": [[14, "datafusion.options.CsvReadOptions.schema", false]], "schema (datafusion.table property)": [[7, "datafusion.Table.schema", false]], "schema() (datafusion.catalog method)": [[7, "datafusion.Catalog.schema", false]], "schema() (datafusion.catalog.catalog method)": [[0, "datafusion.catalog.Catalog.schema", false]], "schema() (datafusion.catalog.catalogprovider method)": [[0, "datafusion.catalog.CatalogProvider.schema", false]], "schema() (datafusion.dataframe.dataframe method)": [[2, "datafusion.dataframe.DataFrame.schema", false]], "schema_infer_max_records (datafusion.csvreadoptions attribute)": [[7, "datafusion.CsvReadOptions.schema_infer_max_records", false]], "schema_infer_max_records (datafusion.options.csvreadoptions attribute)": [[14, "datafusion.options.CsvReadOptions.schema_infer_max_records", false]], "schema_name() (datafusion.expr method)": [[7, 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"set_sender_ctx() (in module datafusion.ipc)": [[12, "datafusion.ipc.set_sender_ctx", false]], "set_worker_ctx() (in module datafusion.ipc)": [[12, "datafusion.ipc.set_worker_ctx", false]], "setvariable (in module datafusion.expr)": [[4, "datafusion.expr.SetVariable", false]], "sha1() (in module datafusion.functions.spark)": [[6, "datafusion.functions.spark.sha1", false]], "sha2() (in module datafusion.functions.spark)": [[6, "datafusion.functions.spark.sha2", false]], "sha224() (datafusion.expr method)": [[7, "datafusion.Expr.sha224", false]], "sha224() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.sha224", false]], "sha224() (in module datafusion.functions)": [[5, "datafusion.functions.sha224", false]], "sha256() (datafusion.expr method)": [[7, "datafusion.Expr.sha256", false]], "sha256() (datafusion.expr.expr method)": [[4, "datafusion.expr.Expr.sha256", false]], "sha256() (in module datafusion.functions)": [[5, "datafusion.functions.sha256", false]], "sha384() 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diff --git a/user-guide/common-operations/basic-info.html b/user-guide/common-operations/basic-info.html index 7bb226b..e479d8b 100644 --- a/user-guide/common-operations/basic-info.html +++ b/user-guide/common-operations/basic-info.html
@@ -528,11 +528,11 @@ +-----+---------+--------+--------+ | nrs | names | random | groups | +-----+---------+--------+--------+ -| 1 | python | 219 | A | -| 2 | ruby | 523 | A | -| 3 | java | 783 | B | -| 4 | haskell | 521 | C | -| 5 | go | 888 | B | +| 1 | python | 587 | A | +| 2 | ruby | 435 | A | +| 3 | java | 950 | B | +| 4 | haskell | 619 | C | +| 5 | go | 808 | B | +-----+---------+--------+--------+ </pre></div> </div> @@ -550,8 +550,8 @@ +-----+--------+--------+--------+ | nrs | names | random | groups | +-----+--------+--------+--------+ -| 1 | python | 219 | A | -| 2 | ruby | 523 | A | +| 1 | python | 587 | A | +| 2 | ruby | 435 | A | +-----+--------+--------+--------+ </pre></div> </div> @@ -583,11 +583,11 @@ </div> <div class="cell_output docutils container"> <div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span> nrs names random groups -0 1 python 219 A -1 2 ruby 523 A -2 3 java 783 B -3 4 haskell 521 C -4 5 go 888 B +0 1 python 587 A +1 2 ruby 435 A +2 3 java 950 B +3 4 haskell 619 C +4 5 go 808 B </pre></div> </div> </div> @@ -601,17 +601,17 @@ </div> <div class="cell_output docutils container"> <div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>DataFrame() -+------------+--------------------+-------+-------------------+--------+ -| describe | nrs | names | random | groups | -+------------+--------------------+-------+-------------------+--------+ -| count | 5.0 | 5 | 5.0 | 5 | -| null_count | 0.0 | 0 | 0.0 | 0 | -| mean | 3.0 | null | 586.8 | null | -| std | 1.5811388300841898 | null | 261.1957120628132 | null | -| min | 1.0 | go | 219.0 | A | -| max | 5.0 | ruby | 888.0 | C | -| median | 3.0 | null | 523.0 | null | -+------------+--------------------+-------+-------------------+--------+ ++------------+--------------------+-------+--------------------+--------+ +| describe | nrs | names | random | groups | ++------------+--------------------+-------+--------------------+--------+ +| count | 5.0 | 5 | 5.0 | 5 | +| null_count | 0.0 | 0 | 0.0 | 0 | +| mean | 3.0 | null | 679.8 | null | +| std | 1.5811388300841898 | null | 201.04651203142024 | null | +| min | 1.0 | go | 435.0 | A | +| max | 5.0 | ruby | 950.0 | C | +| median | 3.0 | null | 619.0 | null | ++------------+--------------------+-------+--------------------+--------+ </pre></div> </div> </div>
diff --git a/user-guide/common-operations/functions.html b/user-guide/common-operations/functions.html index ebe2b42..8ea8312 100644 --- a/user-guide/common-operations/functions.html +++ b/user-guide/common-operations/functions.html
@@ -611,16 +611,16 @@ +-------------------------------+ | now() | +-------------------------------+ -| 2026-08-28T21:18:34.447868236 | -| 2026-08-28T21:18:34.447868236 | -| 2026-08-28T21:18:34.447868236 | -| 2026-08-28T21:18:34.447868236 | -| 2026-08-28T21:18:34.447868236 | -| 2026-08-28T21:18:34.447868236 | -| 2026-08-28T21:18:34.447868236 | -| 2026-08-28T21:18:34.447868236 | -| 2026-08-28T21:18:34.447868236 | -| 2026-08-28T21:18:34.447868236 | +| 2026-09-04T19:56:13.152351837 | +| 2026-09-04T19:56:13.152351837 | +| 2026-09-04T19:56:13.152351837 | +| 2026-09-04T19:56:13.152351837 | +| 2026-09-04T19:56:13.152351837 | +| 2026-09-04T19:56:13.152351837 | +| 2026-09-04T19:56:13.152351837 | +| 2026-09-04T19:56:13.152351837 | +| 2026-09-04T19:56:13.152351837 | +| 2026-09-04T19:56:13.152351837 | +-------------------------------+ Data truncated. </pre></div>
diff --git a/user-guide/common-operations/udf-and-udfa.html b/user-guide/common-operations/udf-and-udfa.html index 8e568a6..b5ba401 100644 --- a/user-guide/common-operations/udf-and-udfa.html +++ b/user-guide/common-operations/udf-and-udfa.html
@@ -675,7 +675,7 @@ <div class="cell_output docutils container"> <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>FilterExec: brand@1 = A AND qty@2 >= 150 RepartitionExec: partitioning=RoundRobinBatch(4), input_partitions=1 - DataSourceExec: file_groups={1 group: [[tmp/tmpe5kz64xa/items.parquet]]}, projection=[id, brand, qty], file_type=parquet, predicate=brand@1 = A AND qty@2 >= 150, pruning_predicate=brand_null_count@2 != row_count@3 AND brand_min@0 <= A AND A <= brand_max@1 AND qty_null_count@5 != row_count@3 AND qty_max@4 >= 150, required_guarantees=[brand in (A)] + DataSourceExec: file_groups={1 group: [[tmp/tmp1efnatbl/items.parquet]]}, projection=[id, brand, qty], file_type=parquet, predicate=brand@1 = A AND qty@2 >= 150, pruning_predicate=brand_null_count@2 != row_count@3 AND brand_min@0 <= A AND A <= brand_max@1 AND qty_null_count@5 != row_count@3 AND qty_max@4 >= 150, required_guarantees=[brand in (A)] </pre></div> </div> </div> @@ -711,7 +711,7 @@ <div class="cell_output docutils container"> <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>FilterExec: brand_qty_filter(CAST(brand@1 AS Utf8), qty@2) RepartitionExec: partitioning=RoundRobinBatch(4), input_partitions=1 - DataSourceExec: file_groups={1 group: [[tmp/tmpe5kz64xa/items.parquet]]}, projection=[id, brand, qty], file_type=parquet, predicate=brand_qty_filter(CAST(brand@1 AS Utf8), qty@2) + DataSourceExec: file_groups={1 group: [[tmp/tmp1efnatbl/items.parquet]]}, projection=[id, brand, qty], file_type=parquet, predicate=brand_qty_filter(CAST(brand@1 AS Utf8), qty@2) </pre></div> </div> </div>
diff --git a/user-guide/upgrade-guides.html b/user-guide/upgrade-guides.html index 2f79fc4..3e75160 100644 --- a/user-guide/upgrade-guides.html +++ b/user-guide/upgrade-guides.html
@@ -577,6 +577,46 @@ <p><code class="docutils literal notranslate"><span class="pre">FFI_TaskContextProvider</span></code>, <code class="docutils literal notranslate"><span class="pre">FFI_TableProviderFactory</span></code>, and <code class="docutils literal notranslate"><span class="pre">FFI_ExtensionOptions</span></code> carry no version field, so objects of those types cannot be checked.</p> </section> +<section id="extension-codecs-compose-instead-of-replacing"> +<h3>Extension codecs compose instead of replacing<a class="headerlink" href="#extension-codecs-compose-instead-of-replacing" title="Link to this heading">#</a></h3> +<p><code class="docutils literal notranslate"><span class="pre">SessionContext.with_logical_extension_codec</span></code> and +<code class="docutils literal notranslate"><span class="pre">with_physical_extension_codec</span></code> previously replaced whichever codec was already +installed, so a session could only ever have one. Installing a second codec +silently discarded the first, and plans failed later with a confusing decode +error. Both methods now append to a chain, and a session can carry codecs from +several independent libraries at once.</p> +<p><strong>No change is required in an extension codec.</strong> Keep implementing +<code class="docutils literal notranslate"><span class="pre">LogicalExtensionCodec</span></code> or <code class="docutils literal notranslate"><span class="pre">PhysicalExtensionCodec</span></code> exactly as before. Your codec +is still handed back exactly the bytes it wrote, and is never handed a payload +another library’s codec wrote.</p> +<p>Callers relying on replacement semantics — installing a codec in order to remove +a previous one — are affected. There is no way to remove an installed codec.</p> +<p>A serialized plan now records which codec wrote each payload, as a short id taken +from the codec’s class. Two behaviours follow from that:</p> +<ul class="simple"> +<li><p>Installing two instances of one class raises a <code class="docutils literal notranslate"><span class="pre">ValueError</span></code>, because both would +claim the same id. Pass <code class="docutils literal notranslate"><span class="pre">codec_id=</span></code> to tell them apart.</p></li> +<li><p>A codec installed from a bare <code class="docutils literal notranslate"><span class="pre">PyCapsule</span></code> has no class to take an id from, so it +gets one private to the session that installed it. It works normally on that +session, but a plan it encodes cannot be decoded on an unrelated one. Pass +<code class="docutils literal notranslate"><span class="pre">codec_id=</span></code> if those plans have to cross sessions.</p></li> +</ul> +<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">ctx</span> <span class="o">=</span> <span class="n">ctx</span><span class="o">.</span><span class="n">with_logical_extension_codec</span><span class="p">(</span><span class="n">lib_a</span><span class="o">.</span><span class="n">codec</span><span class="p">())</span> +<span class="n">ctx</span> <span class="o">=</span> <span class="n">ctx</span><span class="o">.</span><span class="n">with_logical_extension_codec</span><span class="p">(</span><span class="n">lib_b</span><span class="o">.</span><span class="n">codec</span><span class="p">())</span> <span class="c1"># no longer discards lib_a</span> + +<span class="c1"># Two instances of one class need distinct ids.</span> +<span class="n">ctx</span> <span class="o">=</span> <span class="n">ctx</span><span class="o">.</span><span class="n">with_logical_extension_codec</span><span class="p">(</span><span class="n">lib_a</span><span class="o">.</span><span class="n">Codec</span><span class="p">(),</span> <span class="n">codec_id</span><span class="o">=</span><span class="s2">"lib_a.reader"</span><span class="p">)</span> +<span class="n">ctx</span> <span class="o">=</span> <span class="n">ctx</span><span class="o">.</span><span class="n">with_logical_extension_codec</span><span class="p">(</span><span class="n">lib_a</span><span class="o">.</span><span class="n">Codec</span><span class="p">(),</span> <span class="n">codec_id</span><span class="o">=</span><span class="s2">"lib_a.writer"</span><span class="p">)</span> + +<span class="n">ctx</span><span class="o">.</span><span class="n">logical_extension_codec_ids</span><span class="p">()</span> +</pre></div> +</div> +<p>Serialized plans change shape once an extension codec is installed, because each +payload now records which codec wrote it. A session with no extension codecs +installed produces the same bytes as before, as do functions encoded by name. +Regenerate any plan you serialized with an earlier release and stored for later +use, if it was produced by a session with an extension codec installed.</p> +</section> <section id="changes-to-the-datafusion-python-util-crate"> <h3>Changes to the <code class="docutils literal notranslate"><span class="pre">datafusion-python-util</span></code> crate<a class="headerlink" href="#changes-to-the-datafusion-python-util-crate" title="Link to this heading">#</a></h3> <p>Extension libraries written in Rust usually depend on the @@ -785,6 +825,7 @@ <ul class="visible nav section-nav flex-column"> <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#datafusion-55-0-0">DataFusion 55.0.0</a><ul class="visible nav section-nav flex-column"> <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#mismatched-extension-libraries-now-fail-loudly">Mismatched extension libraries now fail loudly</a></li> +<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#extension-codecs-compose-instead-of-replacing">Extension codecs compose instead of replacing</a></li> <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#changes-to-the-datafusion-python-util-crate">Changes to the <code class="docutils literal notranslate"><span class="pre">datafusion-python-util</span></code> crate</a></li> </ul> </li>