Mercurial > repos > siwaa > wine_quality
comparison wine_quality.xml.VENDREDI @ 2:c1b75945752a draft
planemo upload for repository https://forgemia.inra.fr/nathalie.rousse/use/-/tree/dnn/DNN/galaxy-tools/wine_quality commit c595a7b4b556ab642ecf0396957f2959139dc4ab-dirty
| author | siwaa |
|---|---|
| date | Mon, 09 Dec 2024 10:31:09 +0000 |
| parents | |
| children |
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| 1:c3841488b88d | 2:c1b75945752a |
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| 1 <tool id="wine_quality" name="wine_quality" version="1.0.0"> | |
| 2 | |
| 3 <description>wine_quality</description> | |
| 4 | |
| 5 <requirements> | |
| 6 | |
| 7 <!-- singularity --> | |
| 8 <container type="singularity">oras://registry.forgemia.inra.fr/nathalie.rousse/use/dnn_fidlemore:6d159f79349e231deadb738f79bd293c1a8dadd3</container> | |
| 9 | |
| 10 <!-- image locale | |
| 11 <container type="singularity">/home/nrousse/workspace_git/SIWAA_regroup/USE_branch_dnn/use/DNN/containers/fidlemore.simg</container --> | |
| 12 | |
| 13 </requirements> | |
| 14 | |
| 15 <environment_variables> | |
| 16 <environment_variable name="FIDLE_DATASETS_DIR">/fidle-tp/datasets-fidle</environment_variable> | |
| 17 </environment_variables> | |
| 18 <command detect_errors="aggressive"> | |
| 19 <![CDATA[ | |
| 20 . /fidle-tp/fidle-env/bin/activate; | |
| 21 mkdir /fidle-tp/fidle-env/cache_dir; export TRANSFORMERS_CACHE=/fidle-tp/fidle-env/cache_dir; | |
| 22 mkdir /fidle-tp/fidle-env/mpl_dir; export MPLCONFIGDIR=/fidle-tp/fidle-env/mpl_dir; | |
| 23 /bin/bash -c "python3 $__tool_directory__/wine_quality.py -model_ckpt_filepath ${model_ckpt} -norm_config_json_filepath ${norm_config_json} -data '${datajson_text}'"; | |
| 24 cp OUTPUTS/quality.txt ${quality_txt}; | |
| 25 ]]> | |
| 26 </command> | |
| 27 | |
| 28 <inputs> | |
| 29 <param name="datajson_text" optional="false" type="text" area="true" | |
| 30 label="Data of wine whose quality to be predicted (json as text)"/> | |
| 31 <param name="model_ckpt" optional="false" type="data" format="ckpt" | |
| 32 label="model_ckpt model file (.ckpt)"/> | |
| 33 <param name="norm_config_json" optional="false" type="data" format="json" | |
| 34 label="norm_config normalization configuration (.json)"/> | |
| 35 </inputs> | |
| 36 | |
| 37 <outputs> | |
| 38 <data format="txt" name="quality_txt" label="quality (.txt)"/> | |
| 39 </outputs> | |
| 40 | |
| 41 <tests> | |
| 42 </tests> | |
| 43 | |
| 44 <help><![CDATA[ | |
| 45 | |
| 46 wine_quality.xml | |
| 47 | |
| 48 =========================== | |
| 49 | |
| 50 Code: | |
| 51 | |
| 52 ---- | |
| 53 | |
| 54 - wine_quality.py | |
| 55 | |
| 56 Inputs: | |
| 57 | |
| 58 ------- | |
| 59 | |
| 60 - data json as text : data of wine for which quality is going to be predicted. | |
| 61 | |
| 62 - example : | |
| 63 | |
| 64 - {"fixed acidity": 11.2, "volatile acidity": 0.28, "citric acid": 0.56, "residual sugar": 1.9, "chlorides": 0.075, "free sulfur dioxide": 17, "total sulfur dioxide": 60, "density": 0.998, "pH": 3.16, "sulphates": 0.58, "alcohol": 9.8} | |
| 65 | |
| 66 - Model file (.ckpt) | |
| 67 | |
| 68 - Normalization configuration file (.json) | |
| 69 | |
| 70 Outputs: | |
| 71 | |
| 72 -------- | |
| 73 | |
| 74 - Quality file (.txt) | |
| 75 | |
| 76 Credits: | |
| 77 | |
| 78 -------- | |
| 79 | |
| 80 - Author: Nathalie Rousse nathalie.rousse@inrae.fr | |
| 81 - Copyright: INRAE | |
| 82 | |
| 83 ]]> | |
| 84 </help> | |
| 85 | |
| 86 </tool> |
