# Copyright 2019 The Kubeflow Authors
#
# 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 kfp.deprecated.dsl import graph_component
import kfp.deprecated.dsl as dsl


class FlipCoinOp(dsl.ContainerOp):
    """Flip a coin and output heads or tails randomly."""

    def __init__(self):
        super(FlipCoinOp, self).__init__(
            name='Flip',
            image='python:alpine3.6',
            command=['sh', '-c'],
            arguments=[
                'python -c "import random; result = \'heads\' if random.randint(0,1) == 0 '
                'else \'tails\'; print(result)" | tee /tmp/output'
            ],
            file_outputs={'output': '/tmp/output'})


class PrintOp(dsl.ContainerOp):
    """Print a message."""

    def __init__(self, msg):
        super(PrintOp, self).__init__(
            name='Print',
            image='alpine:3.6',
            command=['echo', msg],
        )


@graph_component
def flip_component(flip_result):
    print_flip = PrintOp(flip_result)
    flipA = FlipCoinOp().after(print_flip)
    with dsl.Condition(flipA.output == 'heads'):
        flip_component(flipA.output)


@dsl.pipeline(
    name='pipeline flip coin', description='shows how to use graph_component.')
def recursive():
    flipA = FlipCoinOp()
    flipB = FlipCoinOp()
    flip_loop = flip_component(flipA.output)
    flip_loop.after(flipB)
    PrintOp('cool, it is over. %s' % flipA.output).after(flip_loop)


if __name__ == '__main__':
    import kfp.deprecated.compiler as compiler
    compiler.Compiler().compile(recursive, __file__ + '.tar.gz')