The file format isn't intended to be used in a streaming setting. Use RecordBatchStreamWriter if you need to be able to read a dataset as a stream
That being said I don't have a problem with writing the EOS in the file, but the current implementation is not "wrong". On Wed, May 22, 2019 at 8:37 AM John Muehlhausen <j...@jgm.org> wrote: > > I believe the change involves updating the File format notes as above, as > well as something like the following. The format also mentions "there is > no requirement that dictionary keys should be defined in a DictionaryBatch > before they are used in a RecordBatch, as long as the keys are defined > somewhere in the file." I'm not sure this is a good idea if the file is > enormous. The option to process a file as a stream is how we keep memory > usage reasonable? > > I will try to figure out a workflow for recommending changes to the code > base.... merge requests etc. Any tips appreciated. > > Status Close() override { > * // Close stream for compatibility with sequential readers* > * RETURN_NOT_OK(UpdatePosition());* > * int32_t end_of_stream_marker = 0;* > * RETURN_NOT_OK(Write(&end_of_stream_marker, sizeof(int32_t)));* > > // Write file footer > RETURN_NOT_OK(UpdatePosition()); > int64_t initial_position = position_; > RETURN_NOT_OK(WriteFileFooter(*schema_, dictionaries_, record_batches_, > sink_)); > > // Write footer length > RETURN_NOT_OK(UpdatePosition()); > int32_t footer_length = static_cast<int32_t>(position_ - > initial_position); > if (footer_length <= 0) { > return Status::Invalid("Invalid file footer"); > } > > RETURN_NOT_OK(Write(&footer_length, sizeof(int32_t))); > > // Write magic bytes to end file > return Write(kArrowMagicBytes, strlen(kArrowMagicBytes)); > } > > > On Tue, May 21, 2019 at 11:19 PM Micah Kornfield <emkornfi...@gmail.com> > wrote: > > > This seems like a reasonable change. Is there any reason that we shouldnt > > always append EOS? > > > > On Tuesday, May 21, 2019, John Muehlhausen <j...@jgm.org> wrote: > > > > > Wes, > > > > > > Check out reader.cpp. It seg faults when it gets to the next > > > message-that-is-not-a-message... it is a footer. But I have no way to > > > know this in reader.cpp because I'm piping the File in via stdin. > > > > > > In seeker.cpp I seek to the end and figure out where the footer is (this > > > is a py-arrow-written file) and indeed it is at the offset where my > > > "streamed File" reader bombed out. If EOS were mandatory at this > > location > > > it would have been fine... I would have said "oh, time for the footer!" > > > > > > Basically what I'm saying is that we can't assume that File won't be > > > processed as a stream. In an actual non-file stream it is either EOS or > > > end-of-stream. But with a file-as-stream there is more data and we have > > to > > > know it isn't the stream anymore. > > > > > > Otherwise we've locked the File use-cases into those where the File isn't > > > streamed -- i.e. is seekable. See what I'm saying? For reader.cpp to > > have > > > been functional it would have had to read the entire File into a buffer > > > before parsing, since it could not seek(). This could be easily avoided > > > with a mandatory EOS in the File format. Basically: > > > > > > <magic number "ARROW1"> > > > <empty padding bytes [to 8 byte boundary]> > > > <STREAMING FORMAT> > > > *<EOS if not in stream>* > > > <FOOTER> > > > <FOOTER SIZE: int32> > > > <magic number "ARROW1"> > > > > > > -John > > > > > > On Tue, May 21, 2019 at 4:44 PM Wes McKinney <wesmck...@gmail.com> > > wrote: > > > > > >> hi John, > > >> > > >> I'm not sure I follow. The EOS you're referring to is part of the > > >> streaming format. It's designed to be readable using an InputStream > > >> interface that does not support seeking at all. You can see the core > > >> logic where messages are popped off the InputStream here > > >> > > >> https://github.com/apache/arrow/blob/6f80ea4928f0d26ca175002f2e9f51 > > >> 1962c8b012/cpp/src/arrow/ipc/message.cc#L281 > > >> > > >> If the end of the byte stream is reached, or EOS (0) is encountered, > > >> then the stream reader stops iteration. > > >> > > >> - Wes > > >> > > >> On Tue, May 21, 2019 at 4:34 PM John Muehlhausen <j...@jgm.org> wrote: > > >> > > > >> > https://arrow.apache.org/docs/format/IPC.html#file-format > > >> > > > >> > <EOS [optional]: int32> > > >> > > > >> > If this stream marker is optional in the file format, doesn't this > > >> prevent > > >> > someone from reading the file without being able to seek() it, e.g. if > > >> it > > >> > is "piped in" to a program? Or otherwise they'll have to stream in > > the > > >> > entire thing before they can start parsing? > > >> > > > >> > Any reason it can't be mandatory for a File? > > >> > > > >> > -John > > >> > > > > >