* feat: conversion from `ParquetFile` to `ParquetFilePath`
* refactor: slim down parquet chunk
- ensure it works without binary parquet metadata
- timestamp range is no longer optional (ensured by the NG type system)
- remove table summary: this is only needed for SOME API users. The
compactor can perfectly work without statistics since has the timestamp
range which is sufficient for the current overlap check (we don't use
any other primary key stats at the moment). The querier currently does
NOT use parquet chunks (was replaced by read buffer) but if it will
again in some future it will likely need to find a way to fetch and
cache the statistics.
- the schema is now provided by the API user since it can be
reconstructed using the NG catalog only (and "wrong" column orders are
tolerated as of #4921)
Ref #4124
Co-authored-by: kodiakhq[bot] <49736102+kodiakhq[bot]@users.noreply.github.com>
* chore: TEMP Update DataFusion to pre-release
* chore: update arrow et al to 16.0.0
* chore: Run cargo hakari tasks
* fix: update reader read_dictionary API
* chore: Update to real Datafusion release
* fix: Update parquet API
* fix: update test
Co-authored-by: CircleCI[bot] <circleci@influxdata.com>
* fix: do NOT block in parquet file IO
I think for historical reason we were using blocking IO to read parquet
files. With the current streaming `SendableRecordStream` approach this
is technically NOT required anymore.
Now one might think that the sync-async dance that we did is kinda
harmless, but looking at our producition querier I think it is really
bad. The querier seems to be stuck but looking at `strace` and other
health signal it seems it is not entirely dead. Looking at GDB
backtraces it seems that nearly all threads are busy in
`download_and_scan_parquet`. Looking at the tokio docs
(<https://docs.rs/tokio/1.18.2/tokio/task/fn.spawn_blocking.html>)
for `spawn_blocking` (which is used to start the sync download) this
makes sense: tokio only starts replacement threads for the current
runtime thread (which calls `spawn_blocking`) if this does NOT exceed the
runtime thread limit. However we set the runtime thread limit to the
number of CPU cores available to IOx, so this is a limiting factor. This
means that there are only a few threads left to do actual work (I've
seen postgres data flowing back and forth for example) but tokio is not
able to use its full potential anymore. This is esp. bad because the
sync code in `download_and_scan_parquet` then uses `futures` `block_on`
functionality to call back into async code, so it waits for tokio
itself.
The change is rather simple: just use async task spawns.
* fix: use async IO to write stream to temp file
* fix: do not block tokio thread during parquet file reading
* refactor: ensure parquet IO tasks are cancelled if they are not needed anymore
There is no REAL way to cancel sync tasks, but at least we can try our
best.
Implements a streaming RecordBatch to Parquet file serialiser.
This impl automatically discovers the schema of the RecordBatch stream,
and accepts &mut destination types (internalising the handle
cloning/etc) to simplify caller usage.
This encoder returns the resulting FileMetaData to allow callers to
inspect the resulting metadata without reading back the file.
Currently unused / not yet plumbed in.
These were found by iterating over all of the dependencies of each
Cargo.toml, then grepping that crate for the dependency's name. If it
didn't show up, I attempted to remove it.
I left a few dependencies that this process flagged:
* generated_types
- `pbjson`,`serde`. Apparently used by the generated code.
* grpc-router-test-gen
- `prost`. Apparently used by the generated code.
* influxdb_iox
- `heappy`. Doesn't appear used, but is behind enough feature
flags that I don't care to reason about and it's already optional.
- `tikv_jemalloc_sys`. Appears to be setting a feature flag of an
indirect dependency.
* iox_gitops_adapter
- `k8s_openapi`. Appears to be setting a feature flag of an indirect
dependency.
* chore: Tool for automating arrow version update
* chore: Update datafusion and arrow/parquet/arrow-flight
* fix: update for changes in Arrow API
Co-authored-by: kodiakhq[bot] <49736102+kodiakhq[bot]@users.noreply.github.com>
We changed from Google timestamp (which use variable-sized integers) to
our own fixed-sized integer timestamps so that the size of the parquet
metadata does not depend on the timestamp. However with the introduction
of compression this is the case anyways (since slightly different
timestamps lead to different compression results) and we need now
derministic timestamps for tests. So there is now point in using our own
timestamp type. Switching back to the variable-sized type also shrinks
the post-compression results a bit.
Two reasons:
1. I wanna decouple `parquet_file` from `query` (nearly done, needs a
small follow-up PR).
2. `predicate` will have more and more features (like serialization)
which justifies a new home
Raphael Taylor-Davies
Marco Neumann
Andrew Lamb
dependabot[bot]
Dom Dwyer
Jake Goulding
Carol (Nichols || Goulding)
二手掉包工程师
Andrew Lamb