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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. | |
| # pylint:disable=protected-access | |
| import io | |
| import struct | |
| from typing import Dict, List | |
| import pytest | |
| from _decimal import Decimal | |
| from pyiceberg.avro.encoder import BinaryEncoder | |
| from pyiceberg.avro.resolver import construct_writer | |
| from pyiceberg.avro.writer import ( | |
| BinaryWriter, | |
| BooleanWriter, | |
| DateWriter, | |
| DecimalWriter, | |
| DoubleWriter, | |
| FixedWriter, | |
| FloatWriter, | |
| IntegerWriter, | |
| StringWriter, | |
| TimestamptzWriter, | |
| TimestampWriter, | |
| TimeWriter, | |
| UUIDWriter, | |
| ) | |
| from pyiceberg.typedef import Record | |
| from pyiceberg.types import ( | |
| BinaryType, | |
| BooleanType, | |
| DateType, | |
| DecimalType, | |
| DoubleType, | |
| FixedType, | |
| FloatType, | |
| IntegerType, | |
| ListType, | |
| LongType, | |
| MapType, | |
| NestedField, | |
| PrimitiveType, | |
| StringType, | |
| StructType, | |
| TimestampType, | |
| TimestamptzType, | |
| TimeType, | |
| UUIDType, | |
| ) | |
| def zigzag_encode(datum: int) -> bytes: | |
| result = [] | |
| datum = (datum << 1) ^ (datum >> 63) | |
| while (datum & ~0x7F) != 0: | |
| result.append(struct.pack("B", (datum & 0x7F) | 0x80)) | |
| datum >>= 7 | |
| result.append(struct.pack("B", datum)) | |
| return b"".join(result) | |
| def test_fixed_writer() -> None: | |
| assert construct_writer(FixedType(22)) == FixedWriter(22) | |
| def test_decimal_writer() -> None: | |
| assert construct_writer(DecimalType(19, 25)) == DecimalWriter(19, 25) | |
| def test_boolean_writer() -> None: | |
| assert construct_writer(BooleanType()) == BooleanWriter() | |
| def test_integer_writer() -> None: | |
| assert construct_writer(IntegerType()) == IntegerWriter() | |
| def test_long_writer() -> None: | |
| assert construct_writer(LongType()) == IntegerWriter() | |
| def test_float_writer() -> None: | |
| assert construct_writer(FloatType()) == FloatWriter() | |
| def test_double_writer() -> None: | |
| assert construct_writer(DoubleType()) == DoubleWriter() | |
| def test_date_writer() -> None: | |
| assert construct_writer(DateType()) == DateWriter() | |
| def test_time_writer() -> None: | |
| assert construct_writer(TimeType()) == TimeWriter() | |
| def test_timestamp_writer() -> None: | |
| assert construct_writer(TimestampType()) == TimestampWriter() | |
| def test_timestamptz_writer() -> None: | |
| assert construct_writer(TimestamptzType()) == TimestamptzWriter() | |
| def test_string_writer() -> None: | |
| assert construct_writer(StringType()) == StringWriter() | |
| def test_binary_writer() -> None: | |
| assert construct_writer(BinaryType()) == BinaryWriter() | |
| def test_unknown_type() -> None: | |
| class UnknownType(PrimitiveType): | |
| root: str = "UnknownType" | |
| with pytest.raises(ValueError) as exc_info: | |
| construct_writer(UnknownType()) | |
| assert "Unknown type:" in str(exc_info.value) | |
| def test_uuid_writer() -> None: | |
| assert construct_writer(UUIDType()) == UUIDWriter() | |
| def test_write_simple_struct() -> None: | |
| output = io.BytesIO() | |
| encoder = BinaryEncoder(output) | |
| schema = StructType( | |
| NestedField(1, "id", IntegerType(), required=True), NestedField(2, "property", StringType(), required=True) | |
| ) | |
| class MyStruct(Record): | |
| id: int | |
| property: str | |
| my_struct = MyStruct(id=12, property="awesome") | |
| enc_str = b"awesome" | |
| construct_writer(schema).write(encoder, my_struct) | |
| assert output.getbuffer() == b"".join([b"\x18", zigzag_encode(len(enc_str)), enc_str]) | |
| def test_write_struct_with_dict() -> None: | |
| output = io.BytesIO() | |
| encoder = BinaryEncoder(output) | |
| schema = StructType( | |
| NestedField(1, "id", IntegerType(), required=True), | |
| NestedField(2, "properties", MapType(3, IntegerType(), 4, IntegerType()), required=True), | |
| ) | |
| class MyStruct(Record): | |
| id: int | |
| properties: Dict[int, int] | |
| my_struct = MyStruct(id=12, properties={1: 2, 3: 4}) | |
| construct_writer(schema).write(encoder, my_struct) | |
| assert output.getbuffer() == b"".join([ | |
| b"\x18", | |
| zigzag_encode(len(my_struct.properties)), | |
| zigzag_encode(1), | |
| zigzag_encode(2), | |
| zigzag_encode(3), | |
| zigzag_encode(4), | |
| b"\x00", | |
| ]) | |
| def test_write_struct_with_list() -> None: | |
| output = io.BytesIO() | |
| encoder = BinaryEncoder(output) | |
| schema = StructType( | |
| NestedField(1, "id", IntegerType(), required=True), | |
| NestedField(2, "properties", ListType(3, IntegerType()), required=True), | |
| ) | |
| class MyStruct(Record): | |
| id: int | |
| properties: List[int] | |
| my_struct = MyStruct(id=12, properties=[1, 2, 3, 4]) | |
| construct_writer(schema).write(encoder, my_struct) | |
| assert output.getbuffer() == b"".join([ | |
| b"\x18", | |
| zigzag_encode(len(my_struct.properties)), | |
| zigzag_encode(1), | |
| zigzag_encode(2), | |
| zigzag_encode(3), | |
| zigzag_encode(4), | |
| b"\x00", | |
| ]) | |
| def test_write_decimal() -> None: | |
| output = io.BytesIO() | |
| encoder = BinaryEncoder(output) | |
| schema = StructType( | |
| NestedField(1, "decimal", DecimalType(10, 2), required=True), | |
| ) | |
| class MyStruct(Record): | |
| decimal: Decimal | |
| construct_writer(schema).write(encoder, MyStruct(Decimal("1000.12"))) | |
| assert output.getvalue() == b"\x00\x00\x01\x86\xac" | |