# Copyright 2018-2019 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 . import _container_op
from . import _pipeline
from ._pipeline_param import ConditionOperator

class OpsGroup(object):
  """Represents a logical group of ops and group of OpsGroups.

  This class is the base class for groups of ops, such as ops sharing an exit handler,
  a condition branch, or a loop. This class is not supposed to be used by pipeline authors.
  It is useful for implementing a compiler.
  """

  def __init__(self, group_type: str, name: str=None):
    """Create a new instance of OpsGroup.
    Args:
      group_type (str): one of 'pipeline', 'exit_handler', 'condition', and 'graph'.
      name (str): name of the opsgroup
    """
    #TODO: declare the group_type to be strongly typed
    self.type = group_type
    self.ops = list()
    self.groups = list()
    self.name = name
    self.dependencies = []
    # recursive_ref points to the opsgroups with the same name if exists.
    self.recursive_ref = None

  @staticmethod
  def _get_opsgroup_pipeline(group_type, name):
    """retrieves the opsgroup when the pipeline already contains it.
    the opsgroup might be already in the pipeline in case of recursive calls.
    Args:
      group_type (str): one of 'pipeline', 'exit_handler', 'condition', and 'graph'.
      name (str): the name before conversion. """
    if not _pipeline.Pipeline.get_default_pipeline():
      raise ValueError('Default pipeline not defined.')
    if name is None:
      return None
    name_pattern = '^' + (group_type + '-' + name + '-').replace('_', '-') + '[\d]+$'
    for ops_group in _pipeline.Pipeline.get_default_pipeline().groups:
      import re
      if ops_group.type == group_type and re.match(name_pattern ,ops_group.name):
        return ops_group
    return None

  def _make_name_unique(self):
    """Generate a unique opsgroup name in the pipeline"""
    if not _pipeline.Pipeline.get_default_pipeline():
      raise ValueError('Default pipeline not defined.')

    self.name = (self.type + '-' + ('' if self.name is None else self.name + '-') +
                   str(_pipeline.Pipeline.get_default_pipeline().get_next_group_id()))
    self.name = self.name.replace('_', '-')

  def __enter__(self):
    if not _pipeline.Pipeline.get_default_pipeline():
      raise ValueError('Default pipeline not defined.')

    self.recursive_ref = self._get_opsgroup_pipeline(self.type, self.name)
    if not self.recursive_ref:
      self._make_name_unique()

    _pipeline.Pipeline.get_default_pipeline().push_ops_group(self)
    return self

  def __exit__(self, *args):
    _pipeline.Pipeline.get_default_pipeline().pop_ops_group()

  def after(self, dependency):
    """Specify explicit dependency on another op."""
    self.dependencies.append(dependency)
    return self

class ExitHandler(OpsGroup):
  """Represents an exit handler that is invoked upon exiting a group of ops.

  Example usage:
  ```python
  exit_op = ContainerOp(...)
  with ExitHandler(exit_op):
    op1 = ContainerOp(...)
    op2 = ContainerOp(...)
  ```
  """

  def __init__(self, exit_op: _container_op.ContainerOp):
    """Create a new instance of ExitHandler.
    Args:
      exit_op: an operator invoked at exiting a group of ops.

    Raises:
      ValueError is the exit_op is invalid.
    """
    super(ExitHandler, self).__init__('exit_handler')
    if exit_op.dependent_names:
      raise ValueError('exit_op cannot depend on any other ops.')

    self.exit_op = exit_op


class Condition(OpsGroup):
  """Represents an condition group with a condition.

  Example usage:
  ```python
  with Condition(param1=='pizza'):
    op1 = ContainerOp(...)
    op2 = ContainerOp(...)
  ```
  """

  def __init__(self, condition):
    """Create a new instance of Condition.
    Args:
      condition (ConditionOperator): the condition.
    """
    super(Condition, self).__init__('condition')
    self.condition = condition

class Graph(OpsGroup):
  """Graph DAG with inputs, recursive_inputs, and outputs.
  This is not used directly by the users but auto generated when the graph_component decoration exists
  """
  def __init__(self, name):
    super(Graph, self).__init__(group_type='graph', name=name)
    self.inputs = []
    self.outputs = {}
    self.dependencies = []