| // 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. |
| |
| // Adapted from Apache Arrow |
| // https://github.com/apache/arrow/blob/apache-arrow-17.0.0/cpp/src/parquet/arrow/schema_internal.cc |
| |
| #include "paimon/format/parquet/parquet_schema_util.h" |
| |
| #include <string> |
| |
| #include "arrow/result.h" |
| #include "arrow/status.h" |
| #include "arrow/type.h" |
| #include "arrow/util/checked_cast.h" |
| #include "paimon/common/utils/date_time_utils.h" |
| #include "parquet/schema.h" |
| #include "parquet/types.h" |
| |
| using ArrowType = ::arrow::DataType; |
| using ArrowTypeId = ::arrow::Type; |
| using ParquetType = parquet::Type; |
| |
| namespace paimon::parquet { |
| |
| using ::arrow::Result; |
| using ::arrow::Status; |
| using ::arrow::internal::checked_cast; |
| |
| Result<std::shared_ptr<ArrowType>> MakeArrowDecimal(const ::parquet::LogicalType& logical_type) { |
| const auto& decimal = checked_cast<const ::parquet::DecimalLogicalType&>(logical_type); |
| if (decimal.precision() <= ::arrow::Decimal128Type::kMaxPrecision) { |
| return ::arrow::Decimal128Type::Make(decimal.precision(), decimal.scale()); |
| } |
| return ::arrow::Decimal256Type::Make(decimal.precision(), decimal.scale()); |
| } |
| |
| Result<std::shared_ptr<ArrowType>> MakeArrowInt(const ::parquet::LogicalType& logical_type) { |
| const auto& integer = checked_cast<const ::parquet::IntLogicalType&>(logical_type); |
| switch (integer.bit_width()) { |
| case 8: |
| return integer.is_signed() ? ::arrow::int8() : ::arrow::uint8(); |
| case 16: |
| return integer.is_signed() ? ::arrow::int16() : ::arrow::uint16(); |
| case 32: |
| return integer.is_signed() ? ::arrow::int32() : ::arrow::uint32(); |
| default: |
| return Status::TypeError(logical_type.ToString(), |
| " cannot annotate physical type Int32"); |
| } |
| } |
| |
| Result<std::shared_ptr<ArrowType>> MakeArrowInt64(const ::parquet::LogicalType& logical_type) { |
| const auto& integer = checked_cast<const ::parquet::IntLogicalType&>(logical_type); |
| switch (integer.bit_width()) { |
| case 64: |
| return integer.is_signed() ? ::arrow::int64() : ::arrow::uint64(); |
| default: |
| return Status::TypeError(logical_type.ToString(), |
| " cannot annotate physical type Int64"); |
| } |
| } |
| |
| Result<std::shared_ptr<ArrowType>> MakeArrowTime32(const ::parquet::LogicalType& logical_type) { |
| const auto& time = checked_cast<const ::parquet::TimeLogicalType&>(logical_type); |
| switch (time.time_unit()) { |
| case ::parquet::LogicalType::TimeUnit::MILLIS: |
| return ::arrow::time32(::arrow::TimeUnit::MILLI); |
| default: |
| return Status::TypeError(logical_type.ToString(), |
| " cannot annotate physical type Time32"); |
| } |
| } |
| |
| Result<std::shared_ptr<ArrowType>> MakeArrowTime64(const ::parquet::LogicalType& logical_type) { |
| const auto& time = checked_cast<const ::parquet::TimeLogicalType&>(logical_type); |
| switch (time.time_unit()) { |
| case ::parquet::LogicalType::TimeUnit::MICROS: |
| return ::arrow::time64(::arrow::TimeUnit::MICRO); |
| case ::parquet::LogicalType::TimeUnit::NANOS: |
| return ::arrow::time64(::arrow::TimeUnit::NANO); |
| default: |
| return Status::TypeError(logical_type.ToString(), |
| " cannot annotate physical type Time64"); |
| } |
| } |
| |
| Result<std::shared_ptr<ArrowType>> MakeArrowTimestamp(const ::parquet::LogicalType& logical_type) { |
| const auto& timestamp = checked_cast<const ::parquet::TimestampLogicalType&>(logical_type); |
| const bool utc_normalized = timestamp.is_adjusted_to_utc(); |
| auto timezone = DateTimeUtils::GetLocalTimezoneName(); |
| switch (timestamp.time_unit()) { |
| case ::parquet::LogicalType::TimeUnit::MILLIS: |
| return (utc_normalized ? ::arrow::timestamp(::arrow::TimeUnit::MILLI, timezone) |
| : ::arrow::timestamp(::arrow::TimeUnit::MILLI)); |
| case ::parquet::LogicalType::TimeUnit::MICROS: |
| return (utc_normalized ? ::arrow::timestamp(::arrow::TimeUnit::MICRO, timezone) |
| : ::arrow::timestamp(::arrow::TimeUnit::MICRO)); |
| case ::parquet::LogicalType::TimeUnit::NANOS: |
| return (utc_normalized ? ::arrow::timestamp(::arrow::TimeUnit::NANO, timezone) |
| : ::arrow::timestamp(::arrow::TimeUnit::NANO)); |
| default: |
| return Status::TypeError("Unrecognized time unit in timestamp logical_type: ", |
| logical_type.ToString()); |
| } |
| } |
| |
| Result<std::shared_ptr<ArrowType>> FromByteArray(const ::parquet::LogicalType& logical_type) { |
| switch (logical_type.type()) { |
| case ::parquet::LogicalType::Type::STRING: |
| return ::arrow::utf8(); |
| case ::parquet::LogicalType::Type::DECIMAL: |
| return MakeArrowDecimal(logical_type); |
| case ::parquet::LogicalType::Type::NONE: |
| case ::parquet::LogicalType::Type::ENUM: |
| case ::parquet::LogicalType::Type::JSON: |
| case ::parquet::LogicalType::Type::BSON: |
| return ::arrow::binary(); |
| default: |
| return Status::NotImplemented("Unhandled logical logical_type ", |
| logical_type.ToString(), " for binary array"); |
| } |
| } |
| |
| Result<std::shared_ptr<ArrowType>> FromFLBA(const ::parquet::LogicalType& logical_type, |
| int32_t physical_length) { |
| switch (logical_type.type()) { |
| case ::parquet::LogicalType::Type::DECIMAL: |
| return MakeArrowDecimal(logical_type); |
| case ::parquet::LogicalType::Type::FLOAT16: |
| return ::arrow::float16(); |
| case ::parquet::LogicalType::Type::NONE: |
| case ::parquet::LogicalType::Type::INTERVAL: |
| case ::parquet::LogicalType::Type::UUID: |
| return ::arrow::fixed_size_binary(physical_length); |
| default: |
| return Status::NotImplemented("Unhandled logical logical_type ", |
| logical_type.ToString(), |
| " for fixed-length binary array"); |
| } |
| } |
| |
| ::arrow::Result<std::shared_ptr<ArrowType>> FromInt32(const ::parquet::LogicalType& logical_type) { |
| switch (logical_type.type()) { |
| case ::parquet::LogicalType::Type::INT: |
| return MakeArrowInt(logical_type); |
| case ::parquet::LogicalType::Type::DATE: |
| return ::arrow::date32(); |
| case ::parquet::LogicalType::Type::TIME: |
| return MakeArrowTime32(logical_type); |
| case ::parquet::LogicalType::Type::DECIMAL: |
| return MakeArrowDecimal(logical_type); |
| case ::parquet::LogicalType::Type::NONE: |
| return ::arrow::int32(); |
| default: |
| return Status::NotImplemented("Unhandled logical type ", logical_type.ToString(), |
| " for INT32"); |
| } |
| } |
| |
| Result<std::shared_ptr<ArrowType>> FromInt64(const ::parquet::LogicalType& logical_type) { |
| switch (logical_type.type()) { |
| case ::parquet::LogicalType::Type::INT: |
| return MakeArrowInt64(logical_type); |
| case ::parquet::LogicalType::Type::DECIMAL: |
| return MakeArrowDecimal(logical_type); |
| case ::parquet::LogicalType::Type::TIMESTAMP: |
| return MakeArrowTimestamp(logical_type); |
| case ::parquet::LogicalType::Type::TIME: |
| return MakeArrowTime64(logical_type); |
| case ::parquet::LogicalType::Type::NONE: |
| return ::arrow::int64(); |
| default: |
| return Status::NotImplemented("Unhandled logical type ", logical_type.ToString(), |
| " for INT64"); |
| } |
| } |
| |
| Result<std::shared_ptr<ArrowType>> GetArrowType( |
| ::parquet::Type::type physical_type, const ::parquet::LogicalType& logical_type, |
| int32_t type_length, const ::arrow::TimeUnit::type int96_arrow_time_unit) { |
| if (logical_type.is_invalid() || logical_type.is_null()) { |
| return ::arrow::null(); |
| } |
| |
| switch (physical_type) { |
| case ParquetType::BOOLEAN: |
| return ::arrow::boolean(); |
| case ParquetType::INT32: |
| return FromInt32(logical_type); |
| case ParquetType::INT64: |
| return FromInt64(logical_type); |
| case ParquetType::INT96: |
| return ::arrow::timestamp(int96_arrow_time_unit); |
| case ParquetType::FLOAT: |
| return ::arrow::float32(); |
| case ParquetType::DOUBLE: |
| return ::arrow::float64(); |
| case ParquetType::BYTE_ARRAY: |
| return FromByteArray(logical_type); |
| case ParquetType::FIXED_LEN_BYTE_ARRAY: |
| return FromFLBA(logical_type, type_length); |
| default: { |
| // PARQUET-1565: This can occur if the file is corrupt |
| return Status::IOError("Invalid physical column type: ", TypeToString(physical_type)); |
| } |
| } |
| } |
| |
| Result<std::shared_ptr<ArrowType>> GetArrowType( |
| const ::parquet::schema::PrimitiveNode& primitive, |
| const ::arrow::TimeUnit::type int96_arrow_time_unit) { |
| return GetArrowType(primitive.physical_type(), *primitive.logical_type(), |
| primitive.type_length(), int96_arrow_time_unit); |
| } |
| |
| } // namespace paimon::parquet |