1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638
// Copyright 2018 Flavien Raynaud.
// Copyright Materialize, Inc. and contributors. All rights reserved.
//
// Licensed 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 in the LICENSE file at the
// root of this repository, or online 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.
//
// This file is derived from the avro-rs project, available at
// https://github.com/flavray/avro-rs. It was incorporated
// directly into Materialize on March 3, 2020.
//
// The original source code is subject to the terms of the MIT license, a copy
// of which can be found in the LICENSE file at the root of this repository.
//! Logic handling writing in Avro format at user level.
use std::collections::BTreeMap;
use std::fmt;
use std::io::{Seek, SeekFrom, Write};
use anyhow::Error;
use rand::random;
use crate::decode::AvroRead;
use crate::encode::{encode, encode_ref, encode_to_vec};
use crate::reader::Header;
use crate::schema::{Schema, SchemaPiece};
use crate::types::{ToAvro, Value};
use crate::Codec;
const SYNC_SIZE: usize = 16;
const SYNC_INTERVAL: usize = 1000 * SYNC_SIZE; // TODO: parametrize in Writer
const AVRO_OBJECT_HEADER: &[u8] = &[b'O', b'b', b'j', 1u8];
/// Describes errors happened while validating Avro data.
#[derive(Debug)]
pub struct ValidationError(String);
impl ValidationError {
pub fn new<S>(msg: S) -> ValidationError
where
S: Into<String>,
{
ValidationError(msg.into())
}
}
impl fmt::Display for ValidationError {
fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
write!(f, "Validation error: {}", self.0)
}
}
impl std::error::Error for ValidationError {}
/// Main interface for writing Avro Object Container Files.
pub struct Writer<W> {
schema: Schema,
writer: W,
buffer: Vec<u8>,
num_values: usize,
codec: Option<Codec>,
marker: [u8; 16],
has_header: bool,
}
impl<W: Write> Writer<W> {
/// Creates a `Writer` for the `Schema` and something implementing the [`std::io::Write`]
/// trait to write to.
///
/// This uses the no-compression [`Codec::Null`] when appending records.
pub fn new(schema: Schema, writer: W) -> Writer<W> {
Self::with_codec(schema, writer, Codec::Null)
}
/// Creates a `Writer` given a [`Schema`] and a specific compression [`Codec`]
pub fn with_codec(schema: Schema, writer: W, codec: Codec) -> Writer<W> {
Writer::with_codec_opt(schema, writer, Some(codec))
}
/// Create a `Writer` with the given parameters.
///
/// All parameters have the same meaning as `with_codec`, but if `codec` is `None`
/// then no compression will be used and the `avro.codec` field in the header will be
/// omitted.
pub fn with_codec_opt(schema: Schema, writer: W, codec: Option<Codec>) -> Writer<W> {
let mut marker = [0; 16];
for i in 0..16 {
marker[i] = random::<u8>();
}
Writer {
schema,
writer,
buffer: Vec::with_capacity(SYNC_INTERVAL),
num_values: 0,
codec,
marker,
has_header: false,
}
}
/// Creates a `Writer` that appends to an existing OCF file.
pub fn append_to(mut file: W) -> Result<Writer<W>, Error>
where
W: AvroRead + Seek + Unpin + Send,
{
let header = Header::from_reader(&mut file)?;
let (schema, marker, codec) = header.into_parts();
file.seek(SeekFrom::End(0))?;
Ok(Writer {
schema,
writer: file,
buffer: Vec::with_capacity(SYNC_INTERVAL),
num_values: 0,
codec: Some(codec),
marker,
has_header: true,
})
}
/// Get a reference to the `Schema` associated to a `Writer`.
pub fn schema(&self) -> &Schema {
&self.schema
}
/// Append a compatible value (implementing the `ToAvro` trait) to a `Writer`, also performing
/// schema validation.
///
/// Return the number of bytes written (it might be 0, see below).
///
/// **NOTE** This function is not guaranteed to perform any actual write, since it relies on
/// internal buffering for performance reasons. If you want to be sure the value has been
/// written, then call [`flush`](struct.Writer.html#method.flush).
pub fn append<T: ToAvro>(&mut self, value: T) -> Result<usize, Error> {
let n = if !self.has_header {
let header = self.header()?;
let n = self.append_bytes(header.as_ref())?;
self.has_header = true;
n
} else {
0
};
let avro = value.avro();
write_value_ref(&self.schema, &avro, &mut self.buffer)?;
self.num_values += 1;
if self.buffer.len() >= SYNC_INTERVAL {
return self.flush().map(|b| b + n);
}
Ok(n)
}
/// Append a compatible value to a `Writer`, also performing schema validation.
///
/// Return the number of bytes written (it might be 0, see below).
///
/// **NOTE** This function is not guaranteed to perform any actual write, since it relies on
/// internal buffering for performance reasons. If you want to be sure the value has been
/// written, then call [`flush`](struct.Writer.html#method.flush).
pub fn append_value_ref(&mut self, value: &Value) -> Result<usize, Error> {
let n = if !self.has_header {
let header = self.header()?;
let n = self.append_bytes(header.as_ref())?;
self.has_header = true;
n
} else {
0
};
write_value_ref(&self.schema, value, &mut self.buffer)?;
self.num_values += 1;
if self.buffer.len() >= SYNC_INTERVAL {
return self.flush().map(|b| b + n);
}
Ok(n)
}
/// Extend a `Writer` with an `Iterator` of compatible values (implementing the `ToAvro`
/// trait), also performing schema validation.
///
/// Return the number of bytes written.
///
/// **NOTE** This function forces the written data to be flushed (an implicit
/// call to [`flush`](struct.Writer.html#method.flush) is performed).
pub fn extend<I, T: ToAvro>(&mut self, values: I) -> Result<usize, Error>
where
I: IntoIterator<Item = T>,
{
/*
https://github.com/rust-lang/rfcs/issues/811 :(
let mut stream = values
.filter_map(|value| value.serialize(&mut self.serializer).ok())
.map(|value| value.encode(self.schema))
.collect::<Option<Vec<_>>>()
.ok_or_else(|| err_msg("value does not match given schema"))?
.into_iter()
.fold(Vec::new(), |mut acc, stream| {
num_values += 1;
acc.extend(stream); acc
});
*/
let mut num_bytes = 0;
for value in values {
num_bytes += self.append(value)?;
}
num_bytes += self.flush()?;
Ok(num_bytes)
}
/// Extend a `Writer` by appending each `Value` from a slice, while also performing schema
/// validation on each value appended.
///
/// Return the number of bytes written.
///
/// **NOTE** This function forces the written data to be flushed (an implicit
/// call to [`flush`](struct.Writer.html#method.flush) is performed).
pub fn extend_from_slice(&mut self, values: &[Value]) -> Result<usize, Error> {
let mut num_bytes = 0;
for value in values {
num_bytes += self.append_value_ref(value)?;
}
num_bytes += self.flush()?;
Ok(num_bytes)
}
/// Flush the content appended to a `Writer`. Call this function to make sure all the content
/// has been written before releasing the `Writer`.
///
/// Return the number of bytes written.
pub fn flush(&mut self) -> Result<usize, Error> {
if self.num_values == 0 {
return Ok(0);
}
let compressor = self.codec.unwrap_or(Codec::Null);
compressor.compress(&mut self.buffer)?;
let num_values = self.num_values;
let stream_len = self.buffer.len();
let ls = Schema {
named: vec![],
indices: Default::default(),
top: SchemaPiece::Long.into(),
};
let num_bytes = self.append_raw(&num_values.avro(), &ls)?
+ self.append_raw(&stream_len.avro(), &ls)?
+ self.writer.write(self.buffer.as_ref())?
+ self.append_marker()?;
self.buffer.clear();
self.num_values = 0;
Ok(num_bytes)
}
/// Return what the `Writer` is writing to, consuming the `Writer` itself.
///
/// **NOTE** This function doesn't guarantee that everything gets written before consuming the
/// buffer. Please call [`flush`](struct.Writer.html#method.flush) before.
pub fn into_inner(self) -> W {
self.writer
}
/// Generate and append synchronization marker to the payload.
fn append_marker(&mut self) -> Result<usize, Error> {
// using .writer.write directly to avoid mutable borrow of self
// with ref borrowing of self.marker
Ok(self.writer.write(&self.marker)?)
}
/// Append a raw Avro Value to the payload avoiding to encode it again.
fn append_raw(&mut self, value: &Value, schema: &Schema) -> Result<usize, Error> {
self.append_bytes(encode_to_vec(value, schema).as_ref())
}
/// Append pure bytes to the payload.
fn append_bytes(&mut self, bytes: &[u8]) -> Result<usize, Error> {
Ok(self.writer.write(bytes)?)
}
/// Create an Avro header based on schema, codec and sync marker.
fn header(&self) -> Result<Vec<u8>, Error> {
let schema_bytes = serde_json::to_string(&self.schema)?.into_bytes();
let mut metadata = BTreeMap::new();
metadata.insert("avro.schema", Value::Bytes(schema_bytes));
if let Some(codec) = self.codec {
metadata.insert("avro.codec", codec.avro());
};
let mut header = Vec::new();
header.extend_from_slice(AVRO_OBJECT_HEADER);
encode(
&metadata.avro(),
&Schema {
named: vec![],
indices: Default::default(),
top: SchemaPiece::Map(Box::new(SchemaPiece::Bytes.into())).into(),
},
&mut header,
);
header.extend_from_slice(&self.marker);
Ok(header)
}
}
/// Encode a compatible value (implementing the `ToAvro` trait) into Avro format, also performing
/// schema validation.
///
/// This is a function which gets the bytes buffer where to write as parameter instead of
/// creating a new one like `to_avro_datum`.
pub fn write_avro_datum<T: ToAvro>(
schema: &Schema,
value: T,
buffer: &mut Vec<u8>,
) -> Result<(), Error> {
let avro = value.avro();
if !avro.validate(schema.top_node()) {
return Err(ValidationError::new("value does not match schema").into());
}
encode(&avro, schema, buffer);
Ok(())
}
fn write_value_ref(schema: &Schema, value: &Value, buffer: &mut Vec<u8>) -> Result<(), Error> {
if !value.validate(schema.top_node()) {
return Err(ValidationError::new("value does not match schema").into());
}
encode_ref(value, schema.top_node(), buffer);
Ok(())
}
/// Encode a compatible value (implementing the `ToAvro` trait) into Avro format, also
/// performing schema validation.
///
/// **NOTE** This function has a quite small niche of usage and does NOT generate headers and sync
/// markers; use [`Writer`](struct.Writer.html) to be fully Avro-compatible if you don't know what
/// you are doing, instead.
pub fn to_avro_datum<T: ToAvro>(schema: &Schema, value: T) -> Result<Vec<u8>, Error> {
let mut buffer = Vec::new();
write_avro_datum(schema, value, &mut buffer)?;
Ok(buffer)
}
#[cfg(test)]
mod tests {
use std::io::Cursor;
use std::str::FromStr;
use serde::{Deserialize, Serialize};
use crate::types::Record;
use crate::util::zig_i64;
use crate::Reader;
use super::*;
static SCHEMA: &str = r#"
{
"type": "record",
"name": "test",
"fields": [
{"name": "a", "type": "long", "default": 42},
{"name": "b", "type": "string"}
]
}
"#;
static UNION_SCHEMA: &str = r#"
["null", "long"]
"#;
#[mz_ore::test]
fn test_to_avro_datum() {
let schema = Schema::from_str(SCHEMA).unwrap();
let mut record = Record::new(schema.top_node()).unwrap();
record.put("a", 27i64);
record.put("b", "foo");
let mut expected = Vec::new();
zig_i64(27, &mut expected);
zig_i64(3, &mut expected);
expected.extend(vec![b'f', b'o', b'o'].into_iter());
assert_eq!(to_avro_datum(&schema, record).unwrap(), expected);
}
#[mz_ore::test]
fn test_union() {
let schema = Schema::from_str(UNION_SCHEMA).unwrap();
let union = Value::Union {
index: 1,
inner: Box::new(Value::Long(3)),
n_variants: 2,
null_variant: Some(0),
};
let mut expected = Vec::new();
zig_i64(1, &mut expected);
zig_i64(3, &mut expected);
assert_eq!(to_avro_datum(&schema, union).unwrap(), expected);
}
#[mz_ore::test]
fn test_writer_append() {
let schema = Schema::from_str(SCHEMA).unwrap();
let mut writer = Writer::new(schema.clone(), Vec::new());
let mut record = Record::new(schema.top_node()).unwrap();
record.put("a", 27i64);
record.put("b", "foo");
let n1 = writer.append(record.clone()).unwrap();
let n2 = writer.append(record.clone()).unwrap();
let n3 = writer.flush().unwrap();
let result = writer.into_inner();
assert_eq!(n1 + n2 + n3, result.len());
let mut header = Vec::new();
header.extend(vec![b'O', b'b', b'j', b'\x01']);
let mut data = Vec::new();
zig_i64(27, &mut data);
zig_i64(3, &mut data);
data.extend(vec![b'f', b'o', b'o'].into_iter());
let data_copy = data.clone();
data.extend(data_copy);
// starts with magic
assert_eq!(
result
.iter()
.cloned()
.take(header.len())
.collect::<Vec<u8>>(),
header
);
// ends with data and sync marker
assert_eq!(
result
.iter()
.cloned()
.rev()
.skip(16)
.take(data.len())
.collect::<Vec<u8>>()
.into_iter()
.rev()
.collect::<Vec<u8>>(),
data
);
}
#[mz_ore::test]
fn test_writer_extend() {
let schema = Schema::from_str(SCHEMA).unwrap();
let mut writer = Writer::new(schema.clone(), Vec::new());
let mut record = Record::new(schema.top_node()).unwrap();
record.put("a", 27i64);
record.put("b", "foo");
let record_copy = record.clone();
let records = vec![record, record_copy];
let n1 = writer.extend(records.into_iter()).unwrap();
let n2 = writer.flush().unwrap();
let result = writer.into_inner();
assert_eq!(n1 + n2, result.len());
let mut header = Vec::new();
header.extend(vec![b'O', b'b', b'j', b'\x01']);
let mut data = Vec::new();
zig_i64(27, &mut data);
zig_i64(3, &mut data);
data.extend(vec![b'f', b'o', b'o'].into_iter());
let data_copy = data.clone();
data.extend(data_copy);
// starts with magic
assert_eq!(
result
.iter()
.cloned()
.take(header.len())
.collect::<Vec<u8>>(),
header
);
// ends with data and sync marker
assert_eq!(
result
.iter()
.cloned()
.rev()
.skip(16)
.take(data.len())
.collect::<Vec<u8>>()
.into_iter()
.rev()
.collect::<Vec<u8>>(),
data
);
}
#[derive(Debug, Clone, Deserialize, Serialize)]
struct TestSerdeSerialize {
a: i64,
b: String,
}
#[mz_ore::test]
#[cfg_attr(miri, ignore)] // unsupported operation: can't call foreign function `deflateInit2_` on OS `linux`
fn test_writer_with_codec() {
let schema = Schema::from_str(SCHEMA).unwrap();
let mut writer = Writer::with_codec(schema.clone(), Vec::new(), Codec::Deflate);
let mut record = Record::new(schema.top_node()).unwrap();
record.put("a", 27i64);
record.put("b", "foo");
let n1 = writer.append(record.clone()).unwrap();
let n2 = writer.append(record.clone()).unwrap();
let n3 = writer.flush().unwrap();
let result = writer.into_inner();
assert_eq!(n1 + n2 + n3, result.len());
let mut header = Vec::new();
header.extend(vec![b'O', b'b', b'j', b'\x01']);
let mut data = Vec::new();
zig_i64(27, &mut data);
zig_i64(3, &mut data);
data.extend(vec![b'f', b'o', b'o'].into_iter());
let data_copy = data.clone();
data.extend(data_copy);
Codec::Deflate.compress(&mut data).unwrap();
// starts with magic
assert_eq!(
result
.iter()
.cloned()
.take(header.len())
.collect::<Vec<u8>>(),
header
);
// ends with data and sync marker
assert_eq!(
result
.iter()
.cloned()
.rev()
.skip(16)
.take(data.len())
.collect::<Vec<u8>>()
.into_iter()
.rev()
.collect::<Vec<u8>>(),
data
);
}
#[mz_ore::test]
#[cfg_attr(miri, ignore)] // slow
fn test_writer_roundtrip() {
let schema = Schema::from_str(SCHEMA).unwrap();
let make_record = |a: i64, b| {
let mut record = Record::new(schema.top_node()).unwrap();
record.put("a", a);
record.put("b", b);
record.avro()
};
let mut buf = Vec::new();
// Write out a file with two blocks.
{
let mut writer = Writer::new(schema.clone(), &mut buf);
writer.append(make_record(27, "foo")).unwrap();
writer.flush().unwrap();
writer.append(make_record(54, "bar")).unwrap();
writer.flush().unwrap();
}
// Add another block from a new writer, part i.
{
let mut writer = Writer::append_to(Cursor::new(&mut buf)).unwrap();
writer.append(make_record(42, "baz")).unwrap();
writer.flush().unwrap();
}
// Add another block from a new writer, part ii.
{
let mut writer = Writer::append_to(Cursor::new(&mut buf)).unwrap();
writer.append(make_record(84, "zar")).unwrap();
writer.flush().unwrap();
}
// Ensure all four blocks appear in the file.
let reader = Reader::new(&buf[..]).unwrap();
let actual: Result<Vec<_>, _> = reader.collect();
let actual = actual.unwrap();
assert_eq!(
vec![
make_record(27, "foo"),
make_record(54, "bar"),
make_record(42, "baz"),
make_record(84, "zar")
],
actual
);
}
}