/
execution_result.py
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/
execution_result.py
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# Copyright 2019 Google LLC. 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.
"""TFX IPython formatter integration.
Note: these APIs are **experimental** and major changes to interface and
functionality are expected.
"""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
# Standard Imports
from tfx.components.base.base_component import BaseComponent
class ExecutionResult(object):
"""Execution result from a component launch."""
def __init__(self,
component: BaseComponent,
execution_id: int):
self.component = component
self.execution_id = execution_id
def __repr__(self):
outputs_parts = []
for name, chan in self.component.outputs.get_all().items():
repr_string = '%s: %s' % (name, repr(chan))
for line in repr_string.split('\n'):
outputs_parts.append(line)
outputs_str = '\n'.join(' %s' % line for line in outputs_parts)
return ('ExecutionResult(\n component_id: %s'
'\n execution_id: %s'
'\n outputs:\n%s'
')') % (self.component.component_id,
self.execution_id,
outputs_str)