docs/source/format/CStreamInterface.rst
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.. highlight:: c
.. _c-stream-interface:
The C stream interface builds on the structures defined in the
:ref:C data interface <c-data-interface> and combines them into a higher-level
specification so as to ease the communication of streaming data within a single
process.
An Arrow C stream exposes a streaming source of data chunks, each with the same schema. Chunks are obtained by calling a blocking pull-style iteration function.
The C stream interface is defined by a single struct definition::
#ifndef ARROW_C_STREAM_INTERFACE #define ARROW_C_STREAM_INTERFACE
struct ArrowArrayStream { // Callbacks providing stream functionality int (get_schema)(struct ArrowArrayStream, struct ArrowSchema* out); int (get_next)(struct ArrowArrayStream, struct ArrowArray* out); const char* (get_last_error)(struct ArrowArrayStream);
// Release callback
void (*release)(struct ArrowArrayStream*);
// Opaque producer-specific data
void* private_data;
};
#endif // ARROW_C_STREAM_INTERFACE
.. note::
The canonical guard ARROW_C_STREAM_INTERFACE is meant to avoid
duplicate definitions if two projects copy the C data interface
definitions in their own headers, and a third-party project
includes from these two projects. It is therefore important that
this guard is kept exactly as-is when these definitions are copied.
The ArrowArrayStream provides the required callbacks to interact with a
streaming source of Arrow arrays. It has the following fields:
.. c:member:: int (ArrowArrayStream.get_schema)(struct ArrowArrayStream, struct ArrowSchema* out)
Mandatory. This callback allows the consumer to query the schema of the chunks of data in the stream. The schema is the same for all data chunks.
This callback must NOT be called on a released ArrowArrayStream.
Return value: 0 on success, a non-zero
:ref:error code <c-stream-interface-error-codes> otherwise.
.. c:member:: int (ArrowArrayStream.get_next)(struct ArrowArrayStream, struct ArrowArray* out)
Mandatory. This callback allows the consumer to get the next chunk of data in the stream.
This callback must NOT be called on a released ArrowArrayStream.
Return value: 0 on success, a non-zero
:ref:error code <c-stream-interface-error-codes> otherwise.
On success, the consumer must check whether the ArrowArray is
marked :ref:released <c-data-interface-released>. If the
ArrowArray is released, then the end of stream has been reached.
Otherwise, the ArrowArray contains a valid data chunk.
.. c:member:: const char* (ArrowArrayStream.get_last_error)(struct ArrowArrayStream)
Mandatory. This callback allows the consumer to get a textual description of the last error.
This callback must ONLY be called if the last operation on the
ArrowArrayStream returned an error. It must NOT be called on a
released ArrowArrayStream.
Return value: a pointer to a NULL-terminated character string (UTF8-encoded). NULL can also be returned if no detailed description is available.
The returned pointer is only guaranteed to be valid until the next call of one of the stream's callbacks. The character string it points to should be copied to consumer-managed storage if it is intended to survive longer.
.. c:member:: void (ArrowArrayStream.release)(struct ArrowArrayStream)
Mandatory. A pointer to a producer-provided release callback.
.. c:member:: void* ArrowArrayStream.private_data
Optional. An opaque pointer to producer-provided private data.
Consumers MUST not process this member. Lifetime of this member is handled by the producer, and especially by the release callback.
.. _c-stream-interface-error-codes:
The get_schema and get_next callbacks may return an error under the form
of a non-zero integer code. Such error codes should be interpreted like
errno numbers (as defined by the local platform). Note that the symbolic
forms of these constants are stable from platform to platform, but their numeric
values are platform-specific.
In particular, it is recommended to recognize the following values:
EINVAL: for a parameter or input validation errorENOMEM: for a memory allocation failure (out of memory)EIO: for a generic input/output error.. seealso::
Standard POSIX error codes <https://pubs.opengroup.org/onlinepubs/9699919799/basedefs/errno.h.html>__.
Error codes recognized by the Windows C runtime library <https://docs.microsoft.com/en-us/cpp/c-runtime-library/errno-doserrno-sys-errlist-and-sys-nerr>__.
The data returned by the get_schema and get_next callbacks must be
released independently. Their lifetimes are not tied to that of the
ArrowArrayStream.
Lifetime of the C stream is managed using a release callback with similar
usage as in the :ref:C data interface <c-data-interface-released>.
The stream source is not assumed to be thread-safe. Consumers wanting to
call get_next from several threads should ensure those calls are
serialized.
Let's say a particular database provides the following C API to execute a SQL query and return the result set as a Arrow C stream::
void MyDB_Query(const char* query, struct ArrowArrayStream* result_set);
Then a consumer could use the following code to iterate over the results::
static void handle_error(int errcode, struct ArrowArrayStream* stream) { // Print stream error const char* errdesc = stream->get_last_error(stream); if (errdesc != NULL) { fputs(errdesc, stderr); } else { fputs(strerror(errcode), stderr); } // Release stream and abort stream->release(stream), exit(1); }
void run_query() { struct ArrowArrayStream stream; struct ArrowSchema schema; struct ArrowArray chunk; int errcode;
MyDB_Query("SELECT * FROM my_table", &stream);
// Query result set schema
errcode = stream.get_schema(&stream, &schema);
if (errcode != 0) {
handle_error(errcode, &stream);
}
int64_t num_rows = 0;
// Iterate over results: loop until error or end of stream
while ((errcode = stream.get_next(&stream, &chunk) == 0) &&
chunk.release != NULL) {
// Do something with chunk...
fprintf(stderr, "Result chunk: got %lld rows\n", chunk.length);
num_rows += chunk.length;
// Release chunk
chunk.release(&chunk);
}
// Was it an error?
if (errcode != 0) {
handle_error(errcode, &stream);
}
fprintf(stderr, "Result stream ended: total %lld rows\n", num_rows);
// Release schema and stream
schema.release(&schema);
stream.release(&stream);
}