<reponame>xxg1413/oneflow
"""
Copyright 2020 The OneFlow Authors. 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 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.
"""
from __future__ import absolute_import

import os
from typing import Optional

import oneflow as flow
import oneflow.core.operator.op_conf_pb2 as op_conf_util
import oneflow.core.register.logical_blob_id_pb2 as logical_blob_id_util
import oneflow.python.framework.id_util as id_util
import oneflow.python.framework.interpret_util as interpret_util
import oneflow.python.framework.remote_blob as remote_blob_util
import oneflow.python.ops.user_op_builder as user_op_builder
from oneflow.python.oneflow_export import oneflow_export


def build_unary_elemwise_math_op(math_op, x, name=None):
    if name is None:
        name = id_util.UniqueStr(math_op + "_")
    return (
        flow.user_op_builder(name)
        .Op(math_op)
        .Input("x", [x])
        .Output("y")
        .Build()
        .InferAndTryRun()
        .RemoteBlobList()[0]
    )


@oneflow_export("math.abs")
def abs(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("abs", x, name)


@oneflow_export("math.acos")
def acos(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("acos", x, name)


@oneflow_export("math.acosh")
def acosh(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("acosh", x, name)


@oneflow_export("math.asin")
def asin(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("asin", x, name)


@oneflow_export("math.asinh")
def asinh(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("asinh", x, name)


@oneflow_export("math.atan")
def atan(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("atan", x, name)


@oneflow_export("math.atanh")
def atanh(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("atanh", x, name)


@oneflow_export("math.ceil")
def ceil(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("ceil", x, name)


@oneflow_export("math.cos")
def cos(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("cos", x, name)


@oneflow_export("math.cosh")
def cosh(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("cosh", x, name)


@oneflow_export("math.erf")
def erf(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("erf", x, name)


@oneflow_export("math.erfc")
def erfc(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("erfc", x, name)


@oneflow_export("math.exp")
def exp(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("exp", x, name)


@oneflow_export("math.expm1")
def expm1(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("expm1", x, name)


@oneflow_export("math.floor")
def floor(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("floor", x, name)


@oneflow_export("math.lgamma")
def lgamma(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("lgamma", x, name)


@oneflow_export("math.log")
def log(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("log", x, name)


@oneflow_export("math.log1p")
def log1p(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("log1p", x, name)


@oneflow_export("math.log_sigmoid")
def log_sigmoid(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("log_sigmoid", x, name)


@oneflow_export("math.negative")
def negative(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("negative", x, name)


@oneflow_export("math.reciprocal")
def reciprocal(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("reciprocal", x, name)


@oneflow_export("math.reciprocal_no_nan")
def reciprocal_no_nan(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("reciprocal_no_nan", x, name)


@oneflow_export("math.rint")
def rint(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("rint", x, name)


@oneflow_export("math.round")
def round(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("round", x, name)


@oneflow_export("math.rsqrt")
def rsqrt(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("rsqrt", x, name)


@oneflow_export("math.sigmoid_v2")
def sigmoid_v2(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("sigmoid_v2", x, name)


@oneflow_export("math.sign")
def sign(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("sign", x, name)


@oneflow_export("math.sin")
def sin(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("sin", x, name)


@oneflow_export("math.sinh")
def sinh(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("sinh", x, name)


@oneflow_export("math.softplus")
def softplus(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("softplus", x, name)


@oneflow_export("math.sqrt")
def sqrt(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("sqrt", x, name)


@oneflow_export("math.square")
def square(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("square", x, name)


@oneflow_export("math.tan")
def tan(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("tan", x, name)


@oneflow_export("math.tanh_v2")
def tanh_v2(
    x: remote_blob_util.BlobDef, name: Optional[str] = None
) -> remote_blob_util.BlobDef:
    return build_unary_elemwise_math_op("tanh_v2", x, name)
