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살아 움직이는 머신러닝 파이프라인 설계: 텐서플로와 함께하는 머신러닝 프로젝트 자동화
book

살아 움직이는 머신러닝 파이프라인 설계: 텐서플로와 함께하는 머신러닝 프로젝트 자동화

by 송호연, 하네스 하프케, 캐서린 넬슨
October 2021
Beginner to intermediate
416 pages
9h 3m
Korean
Hanbit Media, Inc.
Content preview from 살아 움직이는 머신러닝 파이프라인 설계: 텐서플로와 함께하는 머신러닝 프로젝트 자동화
295
11
파이프라인 1부: 아파치 빔 및 아파치 에어플로
notebook_file
=
os.path.join(os.getcwd(),
notebook_filename)
# 파이프라인 입력
data_dir
=
os.path.join(pipeline_dir,
‘data’)
module_file
=
os.path.join(pipeline_dir,
‘components’,
‘module.py’)
requirement_file
=
os.path.join(pipeline_dir,
‘requirements.txt’)
# 파이프라인 출력
output_base
=
os.path.join(pipeline_dir,
‘output’,
pipeline_name)
serving_model_dir
=
os.path.join(output_base,
pipeline_name)
pipeline_root
=
os.path.join(output_base,
‘pipeline_root’)
metadata_path
=
os.path.join(pipeline_root,
‘metadata.sqlite’)
그런 다음 파이프라인에 포함할 컴포넌트를 나열합니다.
components
=
[
example_gen,
statistics_gen,
schema_gen,
example_validator,
transform, ...
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Publisher Resources

ISBN: 9791162244814