// 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.
// Functions for comparing Arrow data structures
#pragma once
#include <cstdint>
#include <iosfwd>
#include "arrow/util/macros.h"
#include "arrow/util/visibility.h"
namespace arrow {
class Array;
class DataType;
class Tensor;
class SparseTensor;
struct Scalar;
static constexpr double kDefaultAbsoluteTolerance = 1E-5;
/// A container of options for equality comparisons
class EqualOptions {
public:
/// Whether or not NaNs are considered equal.
bool nans_equal() const { return nans_equal_; }
/// Return a new EqualOptions object with the "nans_equal" property changed.
EqualOptions nans_equal(bool v) const {
auto res = EqualOptions(*this);
res.nans_equal_ = v;
return res;
}
/// Whether or not zeros with differing signs are considered equal.
bool signed_zeros_equal() const { return signed_zeros_equal_; }
/// Return a new EqualOptions object with the "signed_zeros_equal" property changed.
EqualOptions signed_zeros_equal(bool v) const {
auto res = EqualOptions(*this);
res.signed_zeros_equal_ = v;
return res;
}
/// The absolute tolerance for approximate comparisons of floating-point values.
double atol() const { return atol_; }
/// Return a new EqualOptions object with the "atol" property changed.
EqualOptions atol(double v) const {
auto res = EqualOptions(*this);
res.atol_ = v;
return res;
}
/// The ostream to which a diff will be formatted if arrays disagree.
/// If this is null (the default) no diff will be formatted.
std::ostream* diff_sink() const { return diff_sink_; }
/// Return a new EqualOptions object with the "diff_sink" property changed.
/// This option will be ignored if diff formatting of the types of compared arrays is
/// not supported.
EqualOptions diff_sink(std::ostream* diff_sink) const {
auto res = EqualOptions(*this);
res.diff_sink_ = diff_sink;
return res;
}
static EqualOptions Defaults() { return {}; }
protected:
double atol_ = kDefaultAbsoluteTolerance;
bool nans_equal_ = false;
bool signed_zeros_equal_ = true;
std::ostream* diff_sink_ = NULLPTR;
};
/// Returns true if the arrays are exactly equal
ARROW_EXPORT bool ArrayEquals(const Array& left, const Array& right,
const EqualOptions& = EqualOptions::Defaults());
/// Returns true if the arrays are approximately equal. For non-floating point
/// types, this is equivalent to ArrayEquals(left, right)
ARROW_EXPORT bool ArrayApproxEquals(const Array& left, const Array& right,
const EqualOptions& = EqualOptions::Defaults());
/// Returns true if indicated equal-length segment of arrays are exactly equal
ARROW_EXPORT bool ArrayRangeEquals(const Array& left, const Array& right,
int64_t start_idx, int64_t end_idx,
int64_t other_start_idx,
const EqualOptions& = EqualOptions::Defaults());
/// Returns true if indicated equal-length segment of arrays are approximately equal
ARROW_EXPORT bool ArrayRangeApproxEquals(const Array& left, const Array& right,
int64_t start_idx, int64_t end_idx,
int64_t other_start_idx,
const EqualOptions& = EqualOptions::Defaults());
ARROW_EXPORT bool TensorEquals(const Tensor& left, const Tensor& right,
const EqualOptions& = EqualOptions::Defaults());
/// EXPERIMENTAL: Returns true if the given sparse tensors are exactly equal
ARROW_EXPORT bool SparseTensorEquals(const SparseTensor& left, const SparseTensor& right,
const EqualOptions& = EqualOptions::Defaults());
/// Returns true if the type metadata are exactly equal
/// \param[in] left a DataType
/// \param[in] right a DataType
/// \param[in] check_metadata whether to compare KeyValueMetadata for child
/// fields
ARROW_EXPORT bool TypeEquals(const DataType& left, const DataType& right,
bool check_metadata = true);
/// Returns true if scalars are equal
/// \param[in] left a Scalar
/// \param[in] right a Scalar
/// \param[in] options comparison options
ARROW_EXPORT bool ScalarEquals(const Scalar& left, const Scalar& right,
const EqualOptions& options = EqualOptions::Defaults());
/// Returns true if scalars are approximately equal
/// \param[in] left a Scalar
/// \param[in] right a Scalar
/// \param[in] options comparison options
ARROW_EXPORT bool ScalarApproxEquals(
const Scalar& left, const Scalar& right,
const EqualOptions& options = EqualOptions::Defaults());
} // namespace arrow