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Merge pull request #322 from mlrun/marketplace-doc-gen-d18acbf
Marketplace update from marketplace-doc-gen-d18acbf
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|---|---|---|
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| {"kind": ["nuclio", "dask", "nuclio:serving", "serving", "job"], "categories": ["Audio", "feature-store", "data-preparation", "data-validation", "model-training", "machine-learning", "Huggingface", "model-serving", "utils", "monitoring", "etl", "Deep Learning", "data-analysis", "model-testing"]} | ||
| {"kind": ["job", "serving", "dask", "nuclio", "nuclio:serving"], "categories": ["data-preparation", "Huggingface", "data-analysis", "NLP", "model-serving", "data-validation", "etl", "Audio", "model-training", "deep-learning", "model-testing", "monitoring", "feature-store", "machine-learning", "utils", "Deep Learning"]} |
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functions/development/translate/0.0.2/src/function.yaml
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| apiVersion: v1 | ||
| categories: | ||
| - data-preparation | ||
| - machine-learning | ||
| - deep-learning | ||
| - NLP | ||
| description: Translate text files from one language to another | ||
| doc: '' | ||
| example: translate.ipynb | ||
| generationDate: 2023-12-05:17-20 | ||
| hidden: false | ||
| icon: '' | ||
| labels: | ||
| author: guyl | ||
| maintainers: [] | ||
| marketplaceType: '' | ||
| mlrunVersion: 1.5.1 | ||
| name: translate | ||
| platformVersion: 3.5.3 | ||
| spec: | ||
| filename: translate.py | ||
| handler: translate | ||
| image: mlrun/mlrun | ||
| kind: job | ||
| requirements: | ||
| - transformers | ||
| - sentencepiece | ||
| - torch | ||
| - tqdm | ||
| url: '' | ||
| version: 0.0.2 | ||
| test_valid: True |
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| transformers | ||
| tqdm | ||
| torch | ||
| sentencepiece |
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functions/development/translate/0.0.2/src/test_translate.py
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| # Copyright 2023 Iguazio | ||
| # | ||
| # 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. | ||
| import os.path | ||
| import tempfile | ||
|
|
||
| import mlrun | ||
|
|
||
|
|
||
| def test_translate(): | ||
| project = mlrun.new_project("test-translate") | ||
| translate_fn = project.set_function("translate.py", "translate", image="mlrun/mlrun") | ||
| input_text = "Ali her gece bir kitap okur." | ||
| expected_translation = "Ali reads a book every night." | ||
|
|
||
| with tempfile.TemporaryDirectory() as test_dir: | ||
| with tempfile.TemporaryDirectory() as data_dir: | ||
| with open(os.path.join(data_dir, "test_tr.txt"), "w") as f: | ||
| f.write(input_text) | ||
| translate_run = translate_fn.run( | ||
| handler="translate", | ||
| inputs={ | ||
| "data_path": data_dir, | ||
| }, | ||
| params={ | ||
| "model_name": "Helsinki-NLP/opus-mt-tr-en", | ||
| "device": "cpu", | ||
| "output_directory": test_dir, | ||
| }, | ||
| local=True, | ||
| returns=[ | ||
| "files: path", | ||
| "text_files_dataframe: dataset", | ||
| "errors: dict", | ||
| ], | ||
| artifact_path=test_dir, | ||
| ) | ||
| assert translate_run.status.state == "completed" | ||
| with open(os.path.join(test_dir, "test_tr.txt")) as f: | ||
| assert f.read() == expected_translation | ||
|
|
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