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// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License. You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied. See the License for the
// specific language governing permissions and limitations
// under the License.
use std::{io::Read, ops::Range, sync::Arc};
use bytes::Bytes;
use crate::basic::ColumnOrder;
use crate::errors::{ParquetError, Result};
use crate::file::metadata::{FileMetaData, ParquetMetaData, RowGroupMetaData};
use crate::file::page_index::index::Index;
use crate::file::page_index::index_reader::{acc_range, decode_column_index, decode_offset_index};
use crate::file::reader::ChunkReader;
use crate::file::{FOOTER_SIZE, PARQUET_MAGIC};
use crate::format::{ColumnOrder as TColumnOrder, FileMetaData as TFileMetaData};
use crate::schema::types;
use crate::schema::types::SchemaDescriptor;
use crate::thrift::{TCompactSliceInputProtocol, TSerializable};
#[cfg(all(feature = "async", feature = "arrow"))]
use crate::arrow::async_reader::MetadataFetch;
/// Reads the [`ParquetMetaData`] from a byte stream.
///
/// See [`crate::file::metadata::ParquetMetaDataWriter#output-format`] for a description of
/// the Parquet metadata.
///
/// Parquet metadata is not necessarily contiguous in the files: part is stored
/// in the footer (the last bytes of the file), but other portions (such as the
/// PageIndex) can be stored elsewhere.
///
/// This reader handles reading the footer as well as the non contiguous parts
/// of the metadata such as the page indexes; excluding Bloom Filters.
///
/// # Example
/// ```no_run
/// # use parquet::file::metadata::ParquetMetaDataReader;
/// # fn open_parquet_file(path: &str) -> std::fs::File { unimplemented!(); }
/// // read parquet metadata including page indexes from a file
/// let file = open_parquet_file("some_path.parquet");
/// let mut reader = ParquetMetaDataReader::new()
/// .with_page_indexes(true);
/// reader.try_parse(&file).unwrap();
/// let metadata = reader.finish().unwrap();
/// assert!(metadata.column_index().is_some());
/// assert!(metadata.offset_index().is_some());
/// ```
#[derive(Default)]
pub struct ParquetMetaDataReader {
metadata: Option<ParquetMetaData>,
column_index: bool,
offset_index: bool,
prefetch_hint: Option<usize>,
// Size of the serialized thrift metadata plus the 8 byte footer. Only set if
// `self.parse_metadata` is called.
metadata_size: Option<usize>,
}
impl ParquetMetaDataReader {
/// Create a new [`ParquetMetaDataReader`]
pub fn new() -> Self {
Default::default()
}
/// Create a new [`ParquetMetaDataReader`] populated with a [`ParquetMetaData`] struct
/// obtained via other means.
pub fn new_with_metadata(metadata: ParquetMetaData) -> Self {
Self {
metadata: Some(metadata),
..Default::default()
}
}
/// Enable or disable reading the page index structures described in
/// "[Parquet page index]: Layout to Support Page Skipping". Equivalent to:
/// `self.with_column_indexes(val).with_offset_indexes(val)`
///
/// [Parquet page index]: https://github.com/apache/parquet-format/blob/master/PageIndex.md
pub fn with_page_indexes(self, val: bool) -> Self {
self.with_column_indexes(val).with_offset_indexes(val)
}
/// Enable or disable reading the Parquet [ColumnIndex] structure.
///
/// [ColumnIndex]: https://github.com/apache/parquet-format/blob/master/PageIndex.md
pub fn with_column_indexes(mut self, val: bool) -> Self {
self.column_index = val;
self
}
/// Enable or disable reading the Parquet [OffsetIndex] structure.
///
/// [OffsetIndex]: https://github.com/apache/parquet-format/blob/master/PageIndex.md
pub fn with_offset_indexes(mut self, val: bool) -> Self {
self.offset_index = val;
self
}
/// Provide a hint as to the number of bytes needed to fully parse the [`ParquetMetaData`].
/// Only used for the asynchronous [`Self::try_load()`] method.
///
/// By default, the reader will first fetch the last 8 bytes of the input file to obtain the
/// size of the footer metadata. A second fetch will be performed to obtain the needed bytes.
/// After parsing the footer metadata, a third fetch will be performed to obtain the bytes
/// needed to decode the page index structures, if they have been requested. To avoid
/// unnecessary fetches, `prefetch` can be set to an estimate of the number of bytes needed
/// to fully decode the [`ParquetMetaData`], which can reduce the number of fetch requests and
/// reduce latency. Setting `prefetch` too small will not trigger an error, but will result
/// in extra fetches being performed.
pub fn with_prefetch_hint(mut self, prefetch: Option<usize>) -> Self {
self.prefetch_hint = prefetch;
self
}
/// Indicates whether this reader has a [`ParquetMetaData`] internally.
pub fn has_metadata(&self) -> bool {
self.metadata.is_some()
}
/// Return the parsed [`ParquetMetaData`] struct, leaving `None` in its place.
pub fn finish(&mut self) -> Result<ParquetMetaData> {
self.metadata
.take()
.ok_or_else(|| general_err!("could not parse parquet metadata"))
}
/// Given a [`ChunkReader`], parse and return the [`ParquetMetaData`] in a single pass.
///
/// If `reader` is [`Bytes`] based, then the buffer must contain sufficient bytes to complete
/// the request, and must include the Parquet footer. If page indexes are desired, the buffer
/// must contain the entire file, or [`Self::try_parse_sized()`] should be used.
///
/// This call will consume `self`.
///
/// # Example
/// ```no_run
/// # use parquet::file::metadata::ParquetMetaDataReader;
/// # fn open_parquet_file(path: &str) -> std::fs::File { unimplemented!(); }
/// // read parquet metadata including page indexes
/// let file = open_parquet_file("some_path.parquet");
/// let metadata = ParquetMetaDataReader::new()
/// .with_page_indexes(true)
/// .parse_and_finish(&file).unwrap();
/// ```
pub fn parse_and_finish<R: ChunkReader>(mut self, reader: &R) -> Result<ParquetMetaData> {
self.try_parse(reader)?;
self.finish()
}
/// Attempts to parse the footer metadata (and optionally page indexes) given a [`ChunkReader`].
///
/// If `reader` is [`Bytes`] based, then the buffer must contain sufficient bytes to complete
/// the request, and must include the Parquet footer. If page indexes are desired, the buffer
/// must contain the entire file, or [`Self::try_parse_sized()`] should be used.
pub fn try_parse<R: ChunkReader>(&mut self, reader: &R) -> Result<()> {
self.try_parse_sized(reader, reader.len() as usize)
}
/// Same as [`Self::try_parse()`], but provide the original file size in the case that `reader`
/// is a [`Bytes`] struct that does not contain the entire file. This information is necessary
/// when the page indexes are desired. `reader` must have access to the Parquet footer.
///
/// Using this function also allows for retrying with a larger buffer.
///
/// # Errors
///
/// This function will return [`ParquetError::IndexOutOfBound`] in the event `reader` does not
/// provide enough data to fully parse the metadata (see example below).
///
/// Other errors returned include [`ParquetError::General`] and [`ParquetError::EOF`].
///
/// # Example
/// ```no_run
/// # use parquet::file::metadata::ParquetMetaDataReader;
/// # use parquet::errors::ParquetError;
/// # use crate::parquet::file::reader::Length;
/// # fn get_bytes(file: &std::fs::File, range: std::ops::Range<usize>) -> bytes::Bytes { unimplemented!(); }
/// # fn open_parquet_file(path: &str) -> std::fs::File { unimplemented!(); }
/// let file = open_parquet_file("some_path.parquet");
/// let len = file.len() as usize;
/// let bytes = get_bytes(&file, 1000..len);
/// let mut reader = ParquetMetaDataReader::new().with_page_indexes(true);
/// match reader.try_parse_sized(&bytes, len) {
/// Ok(_) => (),
/// Err(ParquetError::IndexOutOfBound(needed, _)) => {
/// let bytes = get_bytes(&file, len - needed..len);
/// reader.try_parse_sized(&bytes, len).unwrap();
/// }
/// _ => panic!("unexpected error")
/// }
/// let metadata = reader.finish().unwrap();
/// ```
pub fn try_parse_sized<R: ChunkReader>(&mut self, reader: &R, file_size: usize) -> Result<()> {
self.metadata = match self.parse_metadata(reader) {
Ok(metadata) => Some(metadata),
// FIXME: throughout this module ParquetError::IndexOutOfBound is used to indicate the
// need for more data. This is not it's intended use. The plan is to add a NeedMoreData
// value to the enum, but this would be a breaking change. This will be done as
// 54.0.0 draws nearer.
// https://github.com/apache/arrow-rs/issues/6447
Err(ParquetError::IndexOutOfBound(needed, _)) => {
// If reader is the same length as `file_size` then presumably there is no more to
// read, so return an EOF error.
if file_size == reader.len() as usize || needed > file_size {
return Err(eof_err!(
"Parquet file too small. Size is {} but need {}",
file_size,
needed
));
} else {
// Ask for a larger buffer
return Err(ParquetError::IndexOutOfBound(needed, file_size));
}
}
Err(e) => return Err(e),
};
// we can return if page indexes aren't requested
if !self.column_index && !self.offset_index {
return Ok(());
}
self.read_page_indexes_sized(reader, file_size)
}
/// Read the page index structures when a [`ParquetMetaData`] has already been obtained.
/// See [`Self::new_with_metadata()`] and [`Self::has_metadata()`].
pub fn read_page_indexes<R: ChunkReader>(&mut self, reader: &R) -> Result<()> {
self.read_page_indexes_sized(reader, reader.len() as usize)
}
/// Read the page index structures when a [`ParquetMetaData`] has already been obtained.
/// This variant is used when `reader` cannot access the entire Parquet file (e.g. it is
/// a [`Bytes`] struct containing the tail of the file).
/// See [`Self::new_with_metadata()`] and [`Self::has_metadata()`].
pub fn read_page_indexes_sized<R: ChunkReader>(
&mut self,
reader: &R,
file_size: usize,
) -> Result<()> {
if self.metadata.is_none() {
return Err(general_err!(
"Tried to read page indexes without ParquetMetaData metadata"
));
}
// FIXME: there are differing implementations in the case where page indexes are missing
// from the file. `MetadataLoader` will leave them as `None`, while the parser in
// `index_reader::read_columns_indexes` returns a vector of empty vectors.
// It is best for this function to replicate the latter behavior for now, but in a future
// breaking release, the two paths to retrieve metadata should be made consistent. Note that this is only
// an issue if the user requested page indexes, so there is no need to provide empty
// vectors in `try_parse_sized()`.
// https://github.com/apache/arrow-rs/issues/6447
// Get bounds needed for page indexes (if any are present in the file).
let Some(range) = self.range_for_page_index() else {
self.empty_page_indexes();
return Ok(());
};
// Check to see if needed range is within `file_range`. Checking `range.end` seems
// redundant, but it guards against `range_for_page_index()` returning garbage.
let file_range = file_size.saturating_sub(reader.len() as usize)..file_size;
if !(file_range.contains(&range.start) && file_range.contains(&range.end)) {
// Requested range starts beyond EOF
if range.end > file_size {
return Err(eof_err!(
"Parquet file too small. Range {:?} is beyond file bounds {file_size}",
range
));
} else {
// Ask for a larger buffer
return Err(ParquetError::IndexOutOfBound(
file_size - range.start,
file_size,
));
}
}
// Perform extra sanity check to make sure `range` and the footer metadata don't
// overlap.
if let Some(metadata_size) = self.metadata_size {
let metadata_range = file_size.saturating_sub(metadata_size)..file_size;
if range.end > metadata_range.start {
return Err(eof_err!(
"Parquet file too small. Page index range {:?} overlaps with file metadata {:?}",
range,
metadata_range
));
}
}
let bytes_needed = range.end - range.start;
let bytes = reader.get_bytes((range.start - file_range.start) as u64, bytes_needed)?;
let offset = range.start;
self.parse_column_index(&bytes, offset)?;
self.parse_offset_index(&bytes, offset)?;
Ok(())
}
/// Given a [`MetadataFetch`], parse and return the [`ParquetMetaData`] in a single pass.
///
/// This call will consume `self`.
///
/// See [`Self::with_prefetch_hint`] for a discussion of how to reduce the number of fetches
/// performed by this function.
#[cfg(all(feature = "async", feature = "arrow"))]
pub async fn load_and_finish<F: MetadataFetch>(
mut self,
fetch: F,
file_size: usize,
) -> Result<ParquetMetaData> {
self.try_load(fetch, file_size).await?;
self.finish()
}
/// Attempts to (asynchronously) parse the footer metadata (and optionally page indexes)
/// given a [`MetadataFetch`].
///
/// See [`Self::with_prefetch_hint`] for a discussion of how to reduce the number of fetches
/// performed by this function.
#[cfg(all(feature = "async", feature = "arrow"))]
pub async fn try_load<F: MetadataFetch>(
&mut self,
mut fetch: F,
file_size: usize,
) -> Result<()> {
let (metadata, remainder) =
Self::load_metadata(&mut fetch, file_size, self.get_prefetch_size()).await?;
self.metadata = Some(metadata);
// we can return if page indexes aren't requested
if !self.column_index && !self.offset_index {
return Ok(());
}
self.load_page_index_with_remainder(fetch, remainder).await
}
/// Asynchronously fetch the page index structures when a [`ParquetMetaData`] has already
/// been obtained. See [`Self::new_with_metadata()`].
#[cfg(all(feature = "async", feature = "arrow"))]
pub async fn load_page_index<F: MetadataFetch>(&mut self, fetch: F) -> Result<()> {
self.load_page_index_with_remainder(fetch, None).await
}
#[cfg(all(feature = "async", feature = "arrow"))]
async fn load_page_index_with_remainder<F: MetadataFetch>(
&mut self,
mut fetch: F,
remainder: Option<(usize, Bytes)>,
) -> Result<()> {
if self.metadata.is_none() {
return Err(general_err!("Footer metadata is not present"));
}
// Get bounds needed for page indexes (if any are present in the file).
let range = self.range_for_page_index();
let range = match range {
Some(range) => range,
None => return Ok(()),
};
let bytes = match &remainder {
Some((remainder_start, remainder)) if *remainder_start <= range.start => {
let offset = range.start - *remainder_start;
remainder.slice(offset..range.end - *remainder_start + offset)
}
// Note: this will potentially fetch data already in remainder, this keeps things simple
_ => fetch.fetch(range.start..range.end).await?,
};
// Sanity check
assert_eq!(bytes.len(), range.end - range.start);
let offset = range.start;
self.parse_column_index(&bytes, offset)?;
self.parse_offset_index(&bytes, offset)?;
Ok(())
}
fn parse_column_index(&mut self, bytes: &Bytes, start_offset: usize) -> Result<()> {
let metadata = self.metadata.as_mut().unwrap();
if self.column_index {
let index = metadata
.row_groups()
.iter()
.map(|x| {
x.columns()
.iter()
.map(|c| match c.column_index_range() {
Some(r) => decode_column_index(
&bytes[r.start - start_offset..r.end - start_offset],
c.column_type(),
),
None => Ok(Index::NONE),
})
.collect::<Result<Vec<_>>>()
})
.collect::<Result<Vec<_>>>()?;
metadata.set_column_index(Some(index));
}
Ok(())
}
fn parse_offset_index(&mut self, bytes: &Bytes, start_offset: usize) -> Result<()> {
let metadata = self.metadata.as_mut().unwrap();
if self.offset_index {
let index = metadata
.row_groups()
.iter()
.map(|x| {
x.columns()
.iter()
.map(|c| match c.offset_index_range() {
Some(r) => decode_offset_index(
&bytes[r.start - start_offset..r.end - start_offset],
),
None => Err(general_err!("missing offset index")),
})
.collect::<Result<Vec<_>>>()
})
.collect::<Result<Vec<_>>>()?;
metadata.set_offset_index(Some(index));
}
Ok(())
}
/// Set the column_index and offset_indexes to empty `Vec` for backwards compatibility
///
/// See <https://github.com/apache/arrow-rs/pull/6451> for details
fn empty_page_indexes(&mut self) {
let metadata = self.metadata.as_mut().unwrap();
let num_row_groups = metadata.num_row_groups();
if self.column_index {
metadata.set_column_index(Some(vec![vec![]; num_row_groups]));
}
if self.offset_index {
metadata.set_offset_index(Some(vec![vec![]; num_row_groups]));
}
}
fn range_for_page_index(&self) -> Option<Range<usize>> {
// sanity check
self.metadata.as_ref()?;
// Get bounds needed for page indexes (if any are present in the file).
let mut range = None;
let metadata = self.metadata.as_ref().unwrap();
for c in metadata.row_groups().iter().flat_map(|r| r.columns()) {
if self.column_index {
range = acc_range(range, c.column_index_range());
}
if self.offset_index {
range = acc_range(range, c.offset_index_range());
}
}
range
}
// One-shot parse of footer.
// Side effect: this will set `self.metadata_size`
fn parse_metadata<R: ChunkReader>(&mut self, chunk_reader: &R) -> Result<ParquetMetaData> {
// check file is large enough to hold footer
let file_size = chunk_reader.len();
if file_size < (FOOTER_SIZE as u64) {
return Err(ParquetError::IndexOutOfBound(
FOOTER_SIZE,
file_size as usize,
));
}
let mut footer = [0_u8; 8];
chunk_reader
.get_read(file_size - 8)?
.read_exact(&mut footer)?;
let metadata_len = Self::decode_footer(&footer)?;
let footer_metadata_len = FOOTER_SIZE + metadata_len;
self.metadata_size = Some(footer_metadata_len);
if footer_metadata_len > file_size as usize {
return Err(ParquetError::IndexOutOfBound(
footer_metadata_len,
file_size as usize,
));
}
let start = file_size - footer_metadata_len as u64;
Self::decode_metadata(chunk_reader.get_bytes(start, metadata_len)?.as_ref())
}
/// Return the number of bytes to read in the initial pass. If `prefetch_size` has
/// been provided, then return that value if it is larger than the size of the Parquet
/// file footer (8 bytes). Otherwise returns `8`.
#[cfg(all(feature = "async", feature = "arrow"))]
fn get_prefetch_size(&self) -> usize {
if let Some(prefetch) = self.prefetch_hint {
if prefetch > FOOTER_SIZE {
return prefetch;
}
}
FOOTER_SIZE
}
#[cfg(all(feature = "async", feature = "arrow"))]
async fn load_metadata<F: MetadataFetch>(
fetch: &mut F,
file_size: usize,
prefetch: usize,
) -> Result<(ParquetMetaData, Option<(usize, Bytes)>)> {
if file_size < FOOTER_SIZE {
return Err(eof_err!("file size of {} is less than footer", file_size));
}
// If a size hint is provided, read more than the minimum size
// to try and avoid a second fetch.
// Note: prefetch > file_size is ok since we're using saturating_sub.
let footer_start = file_size.saturating_sub(prefetch);
let suffix = fetch.fetch(footer_start..file_size).await?;
let suffix_len = suffix.len();
let fetch_len = file_size - footer_start;
if suffix_len < fetch_len {
return Err(eof_err!(
"metadata requires {} bytes, but could only read {}",
fetch_len,
suffix_len
));
}
let mut footer = [0; FOOTER_SIZE];
footer.copy_from_slice(&suffix[suffix_len - FOOTER_SIZE..suffix_len]);
let length = Self::decode_footer(&footer)?;
if file_size < length + FOOTER_SIZE {
return Err(eof_err!(
"file size of {} is less than footer + metadata {}",
file_size,
length + FOOTER_SIZE
));
}
// Did not fetch the entire file metadata in the initial read, need to make a second request
if length > suffix_len - FOOTER_SIZE {
let metadata_start = file_size - length - FOOTER_SIZE;
let meta = fetch.fetch(metadata_start..file_size - FOOTER_SIZE).await?;
Ok((Self::decode_metadata(&meta)?, None))
} else {
let metadata_start = file_size - length - FOOTER_SIZE - footer_start;
let slice = &suffix[metadata_start..suffix_len - FOOTER_SIZE];
Ok((
Self::decode_metadata(slice)?,
Some((footer_start, suffix.slice(..metadata_start))),
))
}
}
/// Decodes the Parquet footer returning the metadata length in bytes
///
/// A parquet footer is 8 bytes long and has the following layout:
/// * 4 bytes for the metadata length
/// * 4 bytes for the magic bytes 'PAR1'
///
/// ```text
/// +-----+--------+
/// | len | 'PAR1' |
/// +-----+--------+
/// ```
pub fn decode_footer(slice: &[u8; FOOTER_SIZE]) -> Result<usize> {
// check this is indeed a parquet file
if slice[4..] != PARQUET_MAGIC {
return Err(general_err!("Invalid Parquet file. Corrupt footer"));
}
// get the metadata length from the footer
let metadata_len = u32::from_le_bytes(slice[..4].try_into().unwrap());
// u32 won't be larger than usize in most cases
Ok(metadata_len as usize)
}
/// Decodes [`ParquetMetaData`] from the provided bytes.
///
/// Typically this is used to decode the metadata from the end of a parquet
/// file. The format of `buf` is the Thift compact binary protocol, as specified
/// by the [Parquet Spec].
///
/// [Parquet Spec]: https://github.com/apache/parquet-format#metadata
pub fn decode_metadata(buf: &[u8]) -> Result<ParquetMetaData> {
let mut prot = TCompactSliceInputProtocol::new(buf);
let t_file_metadata: TFileMetaData = TFileMetaData::read_from_in_protocol(&mut prot)
.map_err(|e| general_err!("Could not parse metadata: {}", e))?;
let schema = types::from_thrift(&t_file_metadata.schema)?;
let schema_descr = Arc::new(SchemaDescriptor::new(schema));
let mut row_groups = Vec::new();
for rg in t_file_metadata.row_groups {
row_groups.push(RowGroupMetaData::from_thrift(schema_descr.clone(), rg)?);
}
let column_orders = Self::parse_column_orders(t_file_metadata.column_orders, &schema_descr);
let file_metadata = FileMetaData::new(
t_file_metadata.version,
t_file_metadata.num_rows,
t_file_metadata.created_by,
t_file_metadata.key_value_metadata,
schema_descr,
column_orders,
);
Ok(ParquetMetaData::new(file_metadata, row_groups))
}
/// Parses column orders from Thrift definition.
/// If no column orders are defined, returns `None`.
fn parse_column_orders(
t_column_orders: Option<Vec<TColumnOrder>>,
schema_descr: &SchemaDescriptor,
) -> Option<Vec<ColumnOrder>> {
match t_column_orders {
Some(orders) => {
// Should always be the case
assert_eq!(
orders.len(),
schema_descr.num_columns(),
"Column order length mismatch"
);
let mut res = Vec::new();
for (i, column) in schema_descr.columns().iter().enumerate() {
match orders[i] {
TColumnOrder::TYPEORDER(_) => {
let sort_order = ColumnOrder::get_sort_order(
column.logical_type(),
column.converted_type(),
column.physical_type(),
);
res.push(ColumnOrder::TYPE_DEFINED_ORDER(sort_order));
}
}
}
Some(res)
}
None => None,
}
}
}
#[cfg(test)]
mod tests {
use super::*;
use bytes::Bytes;
use crate::basic::SortOrder;
use crate::basic::Type;
use crate::file::reader::Length;
use crate::format::TypeDefinedOrder;
use crate::schema::types::Type as SchemaType;
use crate::util::test_common::file_util::get_test_file;
#[test]
fn test_parse_metadata_size_smaller_than_footer() {
let test_file = tempfile::tempfile().unwrap();
let err = ParquetMetaDataReader::new()
.parse_metadata(&test_file)
.unwrap_err();
assert!(matches!(err, ParquetError::IndexOutOfBound(8, _)));
}
#[test]
fn test_parse_metadata_corrupt_footer() {
let data = Bytes::from(vec![1, 2, 3, 4, 5, 6, 7, 8]);
let reader_result = ParquetMetaDataReader::new().parse_metadata(&data);
assert_eq!(
reader_result.unwrap_err().to_string(),
"Parquet error: Invalid Parquet file. Corrupt footer"
);
}
#[test]
fn test_parse_metadata_invalid_start() {
let test_file = Bytes::from(vec![255, 0, 0, 0, b'P', b'A', b'R', b'1']);
let err = ParquetMetaDataReader::new()
.parse_metadata(&test_file)
.unwrap_err();
assert!(matches!(err, ParquetError::IndexOutOfBound(263, _)));
}
#[test]
fn test_metadata_column_orders_parse() {
// Define simple schema, we do not need to provide logical types.
let fields = vec![
Arc::new(
SchemaType::primitive_type_builder("col1", Type::INT32)
.build()
.unwrap(),
),
Arc::new(
SchemaType::primitive_type_builder("col2", Type::FLOAT)
.build()
.unwrap(),
),
];
let schema = SchemaType::group_type_builder("schema")
.with_fields(fields)
.build()
.unwrap();
let schema_descr = SchemaDescriptor::new(Arc::new(schema));
let t_column_orders = Some(vec![
TColumnOrder::TYPEORDER(TypeDefinedOrder::new()),
TColumnOrder::TYPEORDER(TypeDefinedOrder::new()),
]);
assert_eq!(
ParquetMetaDataReader::parse_column_orders(t_column_orders, &schema_descr),
Some(vec![
ColumnOrder::TYPE_DEFINED_ORDER(SortOrder::SIGNED),
ColumnOrder::TYPE_DEFINED_ORDER(SortOrder::SIGNED)
])
);
// Test when no column orders are defined.
assert_eq!(
ParquetMetaDataReader::parse_column_orders(None, &schema_descr),
None
);
}
#[test]
#[should_panic(expected = "Column order length mismatch")]
fn test_metadata_column_orders_len_mismatch() {
let schema = SchemaType::group_type_builder("schema").build().unwrap();
let schema_descr = SchemaDescriptor::new(Arc::new(schema));
let t_column_orders = Some(vec![TColumnOrder::TYPEORDER(TypeDefinedOrder::new())]);
ParquetMetaDataReader::parse_column_orders(t_column_orders, &schema_descr);
}
#[test]
fn test_try_parse() {
let file = get_test_file("alltypes_tiny_pages.parquet");
let len = file.len() as usize;
let mut reader = ParquetMetaDataReader::new().with_page_indexes(true);
let bytes_for_range = |range: Range<usize>| {
file.get_bytes(range.start as u64, range.end - range.start)
.unwrap()
};
// read entire file
let bytes = bytes_for_range(0..len);
reader.try_parse(&bytes).unwrap();
let metadata = reader.finish().unwrap();
assert!(metadata.column_index.is_some());
assert!(metadata.offset_index.is_some());
// read more than enough of file
let bytes = bytes_for_range(320000..len);
reader.try_parse_sized(&bytes, len).unwrap();
let metadata = reader.finish().unwrap();
assert!(metadata.column_index.is_some());
assert!(metadata.offset_index.is_some());
// exactly enough
let bytes = bytes_for_range(323583..len);
reader.try_parse_sized(&bytes, len).unwrap();
let metadata = reader.finish().unwrap();
assert!(metadata.column_index.is_some());
assert!(metadata.offset_index.is_some());
// not enough for page index
let bytes = bytes_for_range(323584..len);
// should fail
match reader.try_parse_sized(&bytes, len).unwrap_err() {
// expected error, try again with provided bounds
ParquetError::IndexOutOfBound(needed, _) => {
let bytes = bytes_for_range(len - needed..len);
reader.try_parse_sized(&bytes, len).unwrap();
let metadata = reader.finish().unwrap();
assert!(metadata.column_index.is_some());
assert!(metadata.offset_index.is_some());
}
_ => panic!("unexpected error"),
};
// not enough for page index but lie about file size
let bytes = bytes_for_range(323584..len);
let reader_result = reader.try_parse_sized(&bytes, len - 323584).unwrap_err();
assert_eq!(
reader_result.to_string(),
"EOF: Parquet file too small. Range 323583..452504 is beyond file bounds 130649"
);
// not enough for file metadata
let mut reader = ParquetMetaDataReader::new();
let bytes = bytes_for_range(452505..len);
// should fail
match reader.try_parse_sized(&bytes, len).unwrap_err() {
// expected error, try again with provided bounds
ParquetError::IndexOutOfBound(needed, _) => {
let bytes = bytes_for_range(len - needed..len);
reader.try_parse_sized(&bytes, len).unwrap();
reader.finish().unwrap();
}
_ => panic!("unexpected error"),
};
// not enough for file metadata but use try_parse()
let reader_result = reader.try_parse(&bytes).unwrap_err();
assert_eq!(
reader_result.to_string(),
"EOF: Parquet file too small. Size is 1728 but need 1729"
);
// read head of file rather than tail
let bytes = bytes_for_range(0..1000);
let reader_result = reader.try_parse_sized(&bytes, len).unwrap_err();
assert_eq!(
reader_result.to_string(),
"Parquet error: Invalid Parquet file. Corrupt footer"
);
// lie about file size
let bytes = bytes_for_range(452510..len);
let reader_result = reader.try_parse_sized(&bytes, len - 452505).unwrap_err();
assert_eq!(
reader_result.to_string(),
"EOF: Parquet file too small. Size is 1728 but need 1729"
);
}
}
#[cfg(all(feature = "async", feature = "arrow", test))]
mod async_tests {
use super::*;
use bytes::Bytes;
use futures::future::BoxFuture;
use futures::FutureExt;
use std::fs::File;
use std::future::Future;
use std::io::{Read, Seek, SeekFrom};
use std::ops::Range;
use std::sync::atomic::{AtomicUsize, Ordering};
use crate::arrow::async_reader::MetadataFetch;
use crate::file::reader::Length;
use crate::util::test_common::file_util::get_test_file;
struct MetadataFetchFn<F>(F);
impl<F, Fut> MetadataFetch for MetadataFetchFn<F>
where
F: FnMut(Range<usize>) -> Fut + Send,
Fut: Future<Output = Result<Bytes>> + Send,
{
fn fetch(&mut self, range: Range<usize>) -> BoxFuture<'_, Result<Bytes>> {
async move { self.0(range).await }.boxed()
}
}
fn read_range(file: &mut File, range: Range<usize>) -> Result<Bytes> {
file.seek(SeekFrom::Start(range.start as _))?;
let len = range.end - range.start;
let mut buf = Vec::with_capacity(len);
file.take(len as _).read_to_end(&mut buf)?;
Ok(buf.into())
}
#[tokio::test]
async fn test_simple() {
let mut file = get_test_file("nulls.snappy.parquet");
let len = file.len() as usize;
let expected = ParquetMetaDataReader::new()
.parse_and_finish(&file)
.unwrap();
let expected = expected.file_metadata().schema();
let fetch_count = AtomicUsize::new(0);
let mut fetch = |range| {
fetch_count.fetch_add(1, Ordering::SeqCst);
futures::future::ready(read_range(&mut file, range))
};
let input = MetadataFetchFn(&mut fetch);
let actual = ParquetMetaDataReader::new()
.load_and_finish(input, len)
.await
.unwrap();
assert_eq!(actual.file_metadata().schema(), expected);
assert_eq!(fetch_count.load(Ordering::SeqCst), 2);
// Metadata hint too small - below footer size
fetch_count.store(0, Ordering::SeqCst);
let input = MetadataFetchFn(&mut fetch);
let actual = ParquetMetaDataReader::new()
.with_prefetch_hint(Some(7))
.load_and_finish(input, len)
.await
.unwrap();
assert_eq!(actual.file_metadata().schema(), expected);
assert_eq!(fetch_count.load(Ordering::SeqCst), 2);
// Metadata hint too small
fetch_count.store(0, Ordering::SeqCst);
let input = MetadataFetchFn(&mut fetch);
let actual = ParquetMetaDataReader::new()
.with_prefetch_hint(Some(10))
.load_and_finish(input, len)
.await
.unwrap();
assert_eq!(actual.file_metadata().schema(), expected);
assert_eq!(fetch_count.load(Ordering::SeqCst), 2);
// Metadata hint too large
fetch_count.store(0, Ordering::SeqCst);
let input = MetadataFetchFn(&mut fetch);
let actual = ParquetMetaDataReader::new()
.with_prefetch_hint(Some(500))
.load_and_finish(input, len)
.await
.unwrap();
assert_eq!(actual.file_metadata().schema(), expected);
assert_eq!(fetch_count.load(Ordering::SeqCst), 1);
// Metadata hint exactly correct
fetch_count.store(0, Ordering::SeqCst);
let input = MetadataFetchFn(&mut fetch);
let actual = ParquetMetaDataReader::new()
.with_prefetch_hint(Some(428))
.load_and_finish(input, len)
.await
.unwrap();
assert_eq!(actual.file_metadata().schema(), expected);
assert_eq!(fetch_count.load(Ordering::SeqCst), 1);
let input = MetadataFetchFn(&mut fetch);
let err = ParquetMetaDataReader::new()
.load_and_finish(input, 4)
.await
.unwrap_err()
.to_string();
assert_eq!(err, "EOF: file size of 4 is less than footer");
let input = MetadataFetchFn(&mut fetch);
let err = ParquetMetaDataReader::new()
.load_and_finish(input, 20)
.await
.unwrap_err()
.to_string();
assert_eq!(err, "Parquet error: Invalid Parquet file. Corrupt footer");
}
#[tokio::test]
async fn test_page_index() {
let mut file = get_test_file("alltypes_tiny_pages.parquet");
let len = file.len() as usize;
let fetch_count = AtomicUsize::new(0);
let mut fetch = |range| {
fetch_count.fetch_add(1, Ordering::SeqCst);
futures::future::ready(read_range(&mut file, range))
};
let f = MetadataFetchFn(&mut fetch);
let mut loader = ParquetMetaDataReader::new().with_page_indexes(true);
loader.try_load(f, len).await.unwrap();
assert_eq!(fetch_count.load(Ordering::SeqCst), 3);
let metadata = loader.finish().unwrap();
assert!(metadata.offset_index().is_some() && metadata.column_index().is_some());
// Prefetch just footer exactly
fetch_count.store(0, Ordering::SeqCst);
let f = MetadataFetchFn(&mut fetch);
let mut loader = ParquetMetaDataReader::new()
.with_page_indexes(true)
.with_prefetch_hint(Some(1729));
loader.try_load(f, len).await.unwrap();
assert_eq!(fetch_count.load(Ordering::SeqCst), 2);
let metadata = loader.finish().unwrap();
assert!(metadata.offset_index().is_some() && metadata.column_index().is_some());
// Prefetch more than footer but not enough
fetch_count.store(0, Ordering::SeqCst);
let f = MetadataFetchFn(&mut fetch);
let mut loader = ParquetMetaDataReader::new()
.with_page_indexes(true)
.with_prefetch_hint(Some(130649));
loader.try_load(f, len).await.unwrap();
assert_eq!(fetch_count.load(Ordering::SeqCst), 2);
let metadata = loader.finish().unwrap();
assert!(metadata.offset_index().is_some() && metadata.column_index().is_some());
// Prefetch exactly enough
fetch_count.store(0, Ordering::SeqCst);
let f = MetadataFetchFn(&mut fetch);
let metadata = ParquetMetaDataReader::new()
.with_page_indexes(true)
.with_prefetch_hint(Some(130650))
.load_and_finish(f, len)
.await
.unwrap();
assert_eq!(fetch_count.load(Ordering::SeqCst), 1);
assert!(metadata.offset_index().is_some() && metadata.column_index().is_some());
}
}