|
| 1 | +import os |
| 2 | +import sys |
| 3 | +import argparse |
| 4 | +# from git import Repo |
| 5 | + |
| 6 | + |
| 7 | +class Helper: |
| 8 | + |
| 9 | + def __init__(self, project_directory, project_name): |
| 10 | + self._project_directory = project_directory |
| 11 | + self._project_name = project_name |
| 12 | + self._git_repo = "https://github.com/microsoft/MLOpsPython.git" |
| 13 | + |
| 14 | + @property |
| 15 | + def project_directory(self): |
| 16 | + return self._project_directory |
| 17 | + |
| 18 | + @property |
| 19 | + def project_name(self): |
| 20 | + return self._project_name |
| 21 | + |
| 22 | + @property |
| 23 | + def git_repo(self): |
| 24 | + return self._git_repo |
| 25 | + |
| 26 | + # def clonerepo(self): |
| 27 | + # # Download MLOpsPython repo from git |
| 28 | + # Repo.clone_from( |
| 29 | + # self._git_repo, self._project_directory, branch="master", depth=1) # NOQA: E501 |
| 30 | + # print(self._project_directory) |
| 31 | + |
| 32 | + def renamefiles(self): |
| 33 | + # Rename all files starting with diabetes_regression with project name |
| 34 | + strtoreplace = "diabetes_regression" |
| 35 | + dirs = [".pipelines", r"ml_service\pipelines"] |
| 36 | + for dir in dirs: |
| 37 | + dirpath = os.path.join(self._project_directory, dir) |
| 38 | + for filename in os.listdir(dirpath): |
| 39 | + if(filename.find(strtoreplace) != -1): |
| 40 | + src = os.path.join(self._project_directory, dir, filename) |
| 41 | + dst = os.path.join(self._project_directory, |
| 42 | + dir, filename.replace(strtoreplace, self._project_name, 1)) # NOQA: E501 |
| 43 | + os.rename(src, dst) |
| 44 | + |
| 45 | + def renamedir(self): |
| 46 | + # Rename any directory with diabetes_regression with project name |
| 47 | + dirs = ["diabetes_regression"] |
| 48 | + for dir in dirs: |
| 49 | + src = os.path.join(self._project_directory, dir) |
| 50 | + dst = os.path.join(self._project_directory, self._project_name) |
| 51 | + os.rename(src, dst) |
| 52 | + |
| 53 | + def deletedir(self): |
| 54 | + # Delete unwanted directories |
| 55 | + dirs = ["docs", r"diabetes_regression\training\R"] |
| 56 | + for dir in dirs: |
| 57 | + os.system( |
| 58 | + 'rmdir /S /Q "{}"'.format(os.path.join(self._project_directory, dir))) # NOQA: E501 |
| 59 | + |
| 60 | + def replaceprojectname(self): |
| 61 | + # Replace instances of diabetes_regression within files |
| 62 | + dirs = [r".env.example", |
| 63 | + r".pipelines\azdo-base-pipeline.yml", |
| 64 | + r".pipelines\azdo-pr-build-train.yml", |
| 65 | + r".pipelines\diabetes_regression-ci-build-train.yml", |
| 66 | + r".pipelines\diabetes_regression-ci-image.yml", |
| 67 | + r".pipelines\diabetes_regression-template-get-model-version.yml", # NOQA: E501 |
| 68 | + r".pipelines\diabetes_regression-variables.yml", |
| 69 | + r"environment_setup\Dockerfile", |
| 70 | + r"environment_setup\install_requirements.sh", |
| 71 | + r"ml_service\pipelines\diabetes_regression_build_train_pipeline_with_r_on_dbricks.py", # NOQA: E501 |
| 72 | + r"ml_service\pipelines\diabetes_regression_build_train_pipeline_with_r.py", # NOQA: E501 |
| 73 | + r"ml_service\pipelines\diabetes_regression_build_train_pipeline.py", # NOQA: E501 |
| 74 | + r"ml_service\pipelines\diabetes_regression_verify_train_pipeline.py", # NOQA: E501 |
| 75 | + r"ml_service\util\create_scoring_image.py", |
| 76 | + r"diabetes_regression\azureml_environment.json", |
| 77 | + r"diabetes_regression\conda_dependencies.yml", |
| 78 | + r"diabetes_regression\evaluate\evaluate_model.py", |
| 79 | + r"diabetes_regression\training\test_train.py"] # NOQA: E501 |
| 80 | + |
| 81 | + for file in dirs: |
| 82 | + fin = open(os.path.join(self._project_directory, file), |
| 83 | + "rt", encoding="utf8") |
| 84 | + data = fin.read() |
| 85 | + data = data.replace("diabetes_regression", self.project_name) |
| 86 | + fin.close() |
| 87 | + fin = open(os.path.join(self._project_directory, file), |
| 88 | + "wt", encoding="utf8") |
| 89 | + fin.write(data) |
| 90 | + fin.close() |
| 91 | + |
| 92 | + def cleandir(self): |
| 93 | + # Clean up directories |
| 94 | + dirs = ["data", "experimentation"] |
| 95 | + for dir in dirs: |
| 96 | + for root, dirs, files in os.walk(os.path.join(self._project_directory, dir)): # NOQA: E501 |
| 97 | + for file in files: |
| 98 | + os.remove(os.path.join(root, file)) |
| 99 | + |
| 100 | + def validateargs(self): |
| 101 | + # Validate arguments |
| 102 | + if (os.path.isdir(self._project_directory) is False): |
| 103 | + raise Exception( |
| 104 | + "Not a valid directory. Please provide absolute directory path") # NOQA: E501 |
| 105 | + # if (len(os.listdir(self._project_directory)) > 0): |
| 106 | + # raise Exception("Directory not empty. PLease empty directory") |
| 107 | + if(len(self._project_name) < 3 or len(self._project_name) > 15): |
| 108 | + raise Exception("Project name should be 3 to 15 chars long") |
| 109 | + |
| 110 | + |
| 111 | +def main(args): |
| 112 | + parser = argparse.ArgumentParser(description='New Template') |
| 113 | + parser.add_argument("--d", type=str, |
| 114 | + help="Absolute path to new project direcory") |
| 115 | + parser.add_argument( |
| 116 | + "--n", type=str, help="Name of the project[3-15 chars] ") |
| 117 | + try: |
| 118 | + args = parser.parse_args() |
| 119 | + project_directory = args.d |
| 120 | + project_name = args.n |
| 121 | + helper = Helper(project_directory, project_name) |
| 122 | + helper.validateargs() |
| 123 | + # helper.clonerepo() |
| 124 | + helper.cleandir() |
| 125 | + helper.replaceprojectname() |
| 126 | + helper.deletedir() |
| 127 | + helper.renamefiles() |
| 128 | + helper.renamedir() |
| 129 | + except Exception as e: |
| 130 | + print(e) |
| 131 | + return 0 |
| 132 | + |
| 133 | + |
| 134 | +if '__main__' == __name__: |
| 135 | + sys.exit(main(sys.argv)) |
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