#!/usr/bin/env python3
# Copyright 2019 Google LLC
#
# 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 import dsl


def random_num_op(low, high):
  """Generate a random number between low and high."""
  return dsl.ContainerOp(
      name='Generate random number',
      image='python:alpine3.6',
      command=['sh', '-c'],
      arguments=['python -c "import random; print(random.randint($0, $1))" | tee $2',
        str(low), str(high), '/tmp/output'],
      file_outputs={'output': '/tmp/output'}
    )


def flip_coin_op():
  """Flip a coin and output heads or tails randomly."""
  return dsl.ContainerOp(
    name='Flip coin',
    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'}
    )


def print_op(msg):
  """Print a message."""
  return dsl.ContainerOp(
    name='Print',
    image='alpine:3.6',
    command=['echo', msg])


@dsl.pipeline(
  name='Conditional execution pipeline',
  description='Shows how to use dsl.Condition().'
)
def flipcoin_pipeline():
  flip = flip_coin_op()
  with dsl.Condition(flip.output == 'heads'):
    random_num_head = random_num_op(0, 9)
    with dsl.Condition(random_num_head.output > 5):
      print_op('heads and %s > 5!' % random_num_head.output)
    with dsl.Condition(random_num_head.output <= 5):
      print_op('heads and %s <= 5!' % random_num_head.output)

  with dsl.Condition(flip.output == 'tails'):
    random_num_tail = random_num_op(10, 19)
    with dsl.Condition(random_num_tail.output > 15):
      print_op('tails and %s > 15!' % random_num_tail.output)
    with dsl.Condition(random_num_tail.output <= 15):
      print_op('tails and %s <= 15!' % random_num_tail.output)