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* AVRO-3912: Fix Big decimal deser Co-authored-by: Martin Tzvetanov Grigorov <[email protected]>
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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. | ||
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use crate::{ | ||
decode::{decode_len, decode_long}, | ||
encode::{encode_bytes, encode_long}, | ||
types::Value, | ||
Error, | ||
}; | ||
use bigdecimal::BigDecimal; | ||
use num_bigint::BigInt; | ||
use std::io::Read; | ||
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pub(crate) fn serialize_big_decimal(decimal: &BigDecimal) -> Vec<u8> { | ||
// encode big decimal, without global size | ||
let mut buffer: Vec<u8> = Vec::new(); | ||
let (big_int, exponent): (BigInt, i64) = decimal.as_bigint_and_exponent(); | ||
let big_endian_value: Vec<u8> = big_int.to_signed_bytes_be(); | ||
encode_bytes(&big_endian_value, &mut buffer); | ||
encode_long(exponent, &mut buffer); | ||
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// encode global size and content | ||
let mut final_buffer: Vec<u8> = Vec::new(); | ||
encode_bytes(&buffer, &mut final_buffer); | ||
final_buffer | ||
} | ||
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pub(crate) fn deserialize_big_decimal(bytes: &Vec<u8>) -> Result<BigDecimal, Error> { | ||
let mut bytes: &[u8] = bytes.as_slice(); | ||
let mut big_decimal_buffer = match decode_len(&mut bytes) { | ||
Ok(size) => vec![0u8; size], | ||
Err(err) => return Err(Error::BigDecimalLen(Box::new(err))), | ||
}; | ||
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bytes | ||
.read_exact(&mut big_decimal_buffer[..]) | ||
.map_err(Error::ReadDouble)?; | ||
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match decode_long(&mut bytes) { | ||
Ok(Value::Long(scale_value)) => { | ||
let big_int: BigInt = BigInt::from_signed_bytes_be(&big_decimal_buffer); | ||
let decimal = BigDecimal::new(big_int, scale_value); | ||
Ok(decimal) | ||
} | ||
_ => Err(Error::BigDecimalScale), | ||
} | ||
} | ||
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#[cfg(test)] | ||
mod tests { | ||
use super::*; | ||
use crate::{ | ||
types::{Record, Value}, | ||
Codec, Reader, Schema, Writer, | ||
}; | ||
use apache_avro_test_helper::TestResult; | ||
use bigdecimal::{One, Zero}; | ||
use pretty_assertions::assert_eq; | ||
use std::{ | ||
fs::File, | ||
io::BufReader, | ||
ops::{Div, Mul}, | ||
str::FromStr, | ||
}; | ||
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#[test] | ||
fn test_avro_3779_bigdecimal_serial() -> TestResult { | ||
let value: BigDecimal = | ||
bigdecimal::BigDecimal::from(-1421).div(bigdecimal::BigDecimal::from(2)); | ||
let mut current: BigDecimal = BigDecimal::one(); | ||
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for iter in 1..180 { | ||
let buffer: Vec<u8> = serialize_big_decimal(¤t); | ||
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let mut as_slice = buffer.as_slice(); | ||
decode_long(&mut as_slice)?; | ||
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let mut result: Vec<u8> = Vec::new(); | ||
result.extend_from_slice(as_slice); | ||
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let deserialize_big_decimal: Result<BigDecimal, Error> = | ||
deserialize_big_decimal(&result); | ||
assert!( | ||
deserialize_big_decimal.is_ok(), | ||
"can't deserialize for iter {iter}" | ||
); | ||
assert_eq!(current, deserialize_big_decimal?, "not equals for {iter}"); | ||
current = current.mul(&value); | ||
} | ||
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let buffer: Vec<u8> = serialize_big_decimal(&BigDecimal::zero()); | ||
let mut as_slice = buffer.as_slice(); | ||
decode_long(&mut as_slice)?; | ||
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let mut result: Vec<u8> = Vec::new(); | ||
result.extend_from_slice(as_slice); | ||
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let deserialize_big_decimal: Result<BigDecimal, Error> = deserialize_big_decimal(&result); | ||
assert!( | ||
deserialize_big_decimal.is_ok(), | ||
"can't deserialize for zero" | ||
); | ||
assert_eq!( | ||
BigDecimal::zero(), | ||
deserialize_big_decimal?, | ||
"not equals for zero" | ||
); | ||
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Ok(()) | ||
} | ||
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#[test] | ||
fn test_avro_3779_record_with_bg() -> TestResult { | ||
let schema_str = r#" | ||
{ | ||
"type": "record", | ||
"name": "test", | ||
"fields": [ | ||
{ | ||
"name": "field_name", | ||
"type": "bytes", | ||
"logicalType": "big-decimal" | ||
} | ||
] | ||
} | ||
"#; | ||
let schema = Schema::parse_str(schema_str)?; | ||
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// build record with big decimal value | ||
let mut record = Record::new(&schema).unwrap(); | ||
let val = BigDecimal::new(BigInt::from(12), 2); | ||
record.put("field_name", val.clone()); | ||
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// write a record | ||
let codec = Codec::Null; | ||
let mut writer = Writer::builder() | ||
.schema(&schema) | ||
.codec(codec) | ||
.writer(Vec::new()) | ||
.build(); | ||
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writer.append(record.clone())?; | ||
writer.flush()?; | ||
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// read record | ||
let wrote_data = writer.into_inner()?; | ||
let mut reader = Reader::new(&wrote_data[..])?; | ||
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let value = reader.next().unwrap()?; | ||
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// extract field value | ||
let big_decimal_value: &Value = match value { | ||
Value::Record(ref fields) => Ok(&fields[0].1), | ||
other => Err(format!("Expected a Value::Record, got: {other:?}")), | ||
}?; | ||
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let x1res: &BigDecimal = match big_decimal_value { | ||
Value::BigDecimal(ref s) => Ok(s), | ||
other => Err(format!("Expected Value::BigDecimal, got: {other:?}")), | ||
}?; | ||
assert_eq!(&val, x1res); | ||
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Ok(()) | ||
} | ||
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#[test] | ||
fn test_avro_3779_from_java_file() -> TestResult { | ||
// Open file generated with Java code to ensure compatibility | ||
// with Java big decimal logical type. | ||
let file: File = File::open("./tests/bigdec.avro")?; | ||
let mut reader = Reader::new(BufReader::new(&file))?; | ||
let next_element = reader.next(); | ||
assert!(next_element.is_some()); | ||
let value = next_element.unwrap()?; | ||
let bg = match value { | ||
Value::Record(ref fields) => Ok(&fields[0].1), | ||
other => Err(format!("Expected a Value::Record, got: {other:?}")), | ||
}?; | ||
let value_big_decimal = match bg { | ||
Value::BigDecimal(val) => Ok(val), | ||
other => Err(format!("Expected a Value::BigDecimal, got: {other:?}")), | ||
}?; | ||
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let ref_value = BigDecimal::from_str("2.24")?; | ||
assert_eq!(&ref_value, value_big_decimal); | ||
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Ok(()) | ||
} | ||
} |
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