feat: Add Chinese translations for various components in DashAI#667
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Felipedino wants to merge 5 commits into
Open
feat: Add Chinese translations for various components in DashAI#667Felipedino wants to merge 5 commits into
Felipedino wants to merge 5 commits into
Conversation
- Created new JSON files for localization in Chinese for home tour, hub, models, models session tour, models tour, notebook tour, plugins, and prediction features. - Added translations for user interface elements, error messages, and instructional text to enhance user experience for Chinese-speaking users.
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Pull request overview
This PR expands DashAI’s internationalization support by adding Chinese (zh) translations across both backend component metadata (used to localize component registries/schemas) and frontend UI locale resources, and wires zh into the frontend language selector and i18n resource map.
Changes:
- Added
zhsupport to backendMultilingualStringand provided Chinese translations for many tasks, models, metrics, explorers, converters, optimizers, dataloaders, and dataset sources. - Added Chinese locale JSON resources on the frontend and registered them in the i18n initialization, including enabling
zhas a supported language. - Updated relevant frontend contexts to refetch localized task metadata when the active language changes.
Reviewed changes
Copilot reviewed 207 out of 207 changed files in this pull request and generated 2 comments.
Show a summary per file
| File | Description |
|---|---|
| scripts/ci_alembic_check.py | Import ordering cleanup (no functional change). |
| DashAI/front/src/utils/i18n/index.js | Registers zh resources and adds zh to supportedLngs. |
| DashAI/front/src/components/LanguageSelector.jsx | Adds zh option to the language selector. |
| DashAI/front/src/components/models/ModelsContext.jsx | Refetches tasks when language changes (dependency switch to i18n.language). |
| DashAI/front/src/components/generative/GenerativeContext.jsx | Refetches generative tasks on language change. |
| DashAI/front/src/utils/i18n/locales/zh/common.json | Adds Chinese UI strings (common namespace). |
| DashAI/front/src/utils/i18n/locales/zh/configurableObject.json | Adds Chinese UI strings (configurableObject namespace). |
| DashAI/front/src/utils/i18n/locales/zh/custom.json | Adds Chinese UI strings (custom namespace). |
| DashAI/front/src/utils/i18n/locales/zh/datasets.json | Adds Chinese UI strings (datasets namespace). |
| DashAI/front/src/utils/i18n/locales/zh/datasetsTour.json | Adds Chinese UI strings (datasets tour). |
| DashAI/front/src/utils/i18n/locales/zh/experiments.json | Adds Chinese UI strings (experiments namespace). |
| DashAI/front/src/utils/i18n/locales/zh/explainers.json | Adds Chinese UI strings (explainers namespace). |
| DashAI/front/src/utils/i18n/locales/zh/generative.json | Adds Chinese UI strings (generative namespace). |
| DashAI/front/src/utils/i18n/locales/zh/generativeTour.json | Adds Chinese UI strings (generative tour). |
| DashAI/front/src/utils/i18n/locales/zh/home.json | Adds Chinese UI strings (home namespace). |
| DashAI/front/src/utils/i18n/locales/zh/homeTour.json | Adds Chinese UI strings (home tour). |
| DashAI/front/src/utils/i18n/locales/zh/hub.json | Adds Chinese UI strings (hub/data file center). |
| DashAI/front/src/utils/i18n/locales/zh/models.json | Adds Chinese UI strings (models namespace). |
| DashAI/front/src/utils/i18n/locales/zh/modelsSessionTour.json | Adds Chinese UI strings (models session tour). |
| DashAI/front/src/utils/i18n/locales/zh/modelsTour.json | Adds Chinese UI strings (models tour). |
| DashAI/front/src/utils/i18n/locales/zh/notebookTour.json | Adds Chinese UI strings (notebook tour). |
| DashAI/front/src/utils/i18n/locales/zh/plugins.json | Adds Chinese UI strings (plugins namespace). |
| DashAI/front/src/utils/i18n/locales/zh/prediction.json | Adds Chinese UI strings (prediction namespace). |
| DashAI/back/core/utils.py | Adds zh field to MultilingualString and returns zh translation in get(). |
| DashAI/back/tasks/translation_task.py | Adds zh task description/display name. |
| DashAI/back/tasks/text_to_text_generation_task.py | Adds zh task display name/description. |
| DashAI/back/tasks/text_to_image_generation_task.py | Adds zh task display name/description. |
| DashAI/back/tasks/text_classification_task.py | Adds zh task display name/description. |
| DashAI/back/tasks/tabular_classification_task.py | Adds zh task display name/description. |
| DashAI/back/tasks/regression_task.py | Adds zh task display name/description. |
| DashAI/back/tasks/image_classification_task.py | Adds zh task display name/description. |
| DashAI/back/tasks/controlnet_task.py | Adds zh task display name/description. |
| DashAI/back/optimizers/optuna_optimizer.py | Adds zh schema field alias/description and optimizer metadata strings. |
| DashAI/back/optimizers/hyperopt_optimizer.py | Adds zh schema field alias/description and optimizer metadata strings. |
| DashAI/back/models/scikit_learn/tfidf_logreg_text_classification_model.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/svr.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/svc.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/sgd_classifier.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/ridge_regression.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/random_forest_regression.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/random_forest_classifier.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/mlp_regression.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/mlp_classifier.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/logistic_regression.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/linearSVR.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/linear_svc_classifier.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/linear_regression.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/lasso_regression.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/k_neighbors_regression.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/k_neighbors_classifier.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/hist_gradient_boosting_regression.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/hist_gradient_boosting_classifier.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/gradient_boosting_regression.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/gradient_boosting_classifier.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/gaussian_nb.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/extra_trees_regression.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/extra_trees_classifier.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/elastic_net_regression.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/dummy_classifier.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/decision_tree_regression.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/decision_tree_classifier.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/bow_text_classification_model.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/bayesian_ridge_regression.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/bagging_classifier.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/adaboost_regression.py | Adds zh model display name/description. |
| DashAI/back/models/scikit_learn/adaboost_classifier.py | Adds zh model display name/description. |
| DashAI/back/models/resnet50_image_classifier.py | Adds zh model display name/description. |
| DashAI/back/models/resnet18_image_classifier.py | Adds zh model display name/description. |
| DashAI/back/models/mlp_image_classifier.py | Adds zh model display name/description. |
| DashAI/back/models/lenet5_image_classifier.py | Adds zh model display name/description. |
| DashAI/back/models/efficientnet_b0_image_classifier.py | Adds zh model display name/description. |
| DashAI/back/models/cnn_image_classifier.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/xlnet_transformer.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/xlm_roberta_transformer.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/tongyi_z_image_model.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/t5_small_transformer.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/stable_diffusion_xl_model.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/stable_diffusion_v3_model.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/stable_diffusion_v2_model.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/stable_diffusion_v1_depth_controlnet.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/smol_lm_model.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/sdxl_turbo_model.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/sdxl_canny_controlnet_model.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/sd15_openpose_controlnet_model.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/sd15_hed_controlnet_model.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/sd15_depth_controlnet_model.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/roberta_transformer.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/qwen_model.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/pixart_sigma_model.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/opus_mt_fr_en_transformer.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/opus_mt_es_en_transformer.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/opus_mt_en_pt_transformer.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/opus_mt_en_fr_transformer.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/opus_mt_en_es_transformer.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/opus_mt_en_de_transformer.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/nllb_transformer.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/multilingual_bert_transformer.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/modernbert_transformer.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/mixtral_model.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/mistral_model.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/minilm_transformer.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/m2m100_transformer.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/llama_model.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/electra_transformer.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/distilbert_transformer.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/deberta_v3_transformer.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/beto_transformer.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/bertin_transformer.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/bert_transformer.py | Adds zh model display name/description. |
| DashAI/back/models/hugging_face/albert_transformer.py | Adds zh model display name/description. |
| DashAI/back/metrics/translation/ter.py | Adds zh metric description. |
| DashAI/back/metrics/translation/chrf.py | Adds zh metric description. |
| DashAI/back/metrics/translation/bleu.py | Adds zh metric description. |
| DashAI/back/metrics/regression/rmse.py | Adds zh metric description. |
| DashAI/back/metrics/regression/r2.py | Adds zh metric description. |
| DashAI/back/metrics/regression/mse.py | Adds zh metric description. |
| DashAI/back/metrics/regression/median_absolute_error.py | Adds zh metric description. |
| DashAI/back/metrics/regression/mae.py | Adds zh metric description. |
| DashAI/back/metrics/regression/explained_variance.py | Adds zh metric description. |
| DashAI/back/metrics/classification/roc_auc.py | Adds zh metric description. |
| DashAI/back/metrics/classification/recall.py | Adds zh metric description. |
| DashAI/back/metrics/classification/precision.py | Adds zh metric description. |
| DashAI/back/metrics/classification/log_loss.py | Adds zh metric description. |
| DashAI/back/metrics/classification/hamming_distance.py | Adds zh metric description. |
| DashAI/back/metrics/classification/f1.py | Adds zh metric description. |
| DashAI/back/metrics/classification/cohen_kappa.py | Adds zh metric description. |
| DashAI/back/metrics/classification/accuracy.py | Adds zh metric description. |
| DashAI/back/exploration/statistical_explorer.py | Adds zh explorer display name. |
| DashAI/back/exploration/relationship_explorer.py | Adds zh explorer display name. |
| DashAI/back/exploration/preview_inspection_explorer.py | Adds zh explorer display name. |
| DashAI/back/exploration/multidimensional_explorer.py | Adds zh explorer display name. |
| DashAI/back/exploration/distribution_explorer.py | Adds zh explorer display name. |
| DashAI/back/exploration/explorers/wordcloud.py | Adds zh schema fields and explorer metadata. |
| DashAI/back/exploration/explorers/scatter_plot.py | Adds zh schema fields and explorer metadata. |
| DashAI/back/exploration/explorers/scatter_matrix.py | Adds zh schema fields and explorer metadata. |
| DashAI/back/exploration/explorers/row_explorer.py | Adds zh schema fields and explorer metadata. |
| DashAI/back/exploration/explorers/parallel_cordinates.py | Adds zh schema fields and explorer metadata. |
| DashAI/back/exploration/explorers/parallel_categories.py | Adds zh schema fields and explorer metadata. |
| DashAI/back/exploration/explorers/multibox_plot.py | Adds zh schema fields and explorer metadata. |
| DashAI/back/exploration/explorers/histogram_plot.py | Adds zh schema fields and explorer metadata. |
| DashAI/back/exploration/explorers/ecdf_plot.py | Adds zh schema fields and explorer metadata. |
| DashAI/back/exploration/explorers/describe_explorer.py | Adds zh schema fields and explorer metadata. |
| DashAI/back/exploration/explorers/density_heatmap.py | Adds zh schema fields and explorer metadata. |
| DashAI/back/exploration/explorers/cov_matrix.py | Adds zh schema fields and explorer metadata. |
| DashAI/back/exploration/explorers/corr_matrix.py | Adds zh schema fields and explorer metadata. |
| DashAI/back/exploration/explorers/box_plot.py | Adds zh schema fields and explorer metadata. |
| DashAI/back/explainability/explainers/permutation_feature_importance.py | Adds zh schema fields and explainer metadata. |
| DashAI/back/explainability/explainers/partial_dependence.py | Adds zh schema fields and explainer metadata. |
| DashAI/back/explainability/explainers/kernel_shap.py | Adds zh schema fields and explainer metadata. |
| DashAI/back/dependencies/database/migrate.py | Removes extra blank line (formatting only). |
| DashAI/back/dataset_sources/base_dataset_source.py | Adds zh placeholders to base display name/description. |
| DashAI/back/dataset_sources/zenodo_dataset_source.py | Adds zh dataset source metadata. |
| DashAI/back/dataset_sources/openml_dataset_source.py | Adds zh dataset source metadata. |
| DashAI/back/dataset_sources/huggingface_dataset_source.py | Adds zh dataset source metadata. |
| DashAI/back/dataloaders/classes/dataloader.py | Adds zh dataloader category string. |
| DashAI/back/dataloaders/classes/json_dataloader.py | Adds zh schema fields and dataloader metadata. |
| DashAI/back/dataloaders/classes/image_dataloader.py | Adds zh dataloader metadata. |
| DashAI/back/dataloaders/classes/arff_dataloader.py | Adds zh dataloader metadata. |
| DashAI/back/converters/category/basic_preprocessing.py | Adds zh converter category label. |
| DashAI/back/converters/category/advanced_preprocessing.py | Adds zh converter category label. |
| DashAI/back/converters/category/dimensionality_reduction.py | Adds zh converter category label. |
| DashAI/back/converters/category/encoding.py | Adds zh converter category label. |
| DashAI/back/converters/category/feature_selection.py | Adds zh converter category label. |
| DashAI/back/converters/category/polynomial_kernel.py | Adds zh converter category label. |
| DashAI/back/converters/category/sampling.py | Adds zh converter category label. |
| DashAI/back/converters/category/scaling_and_normalization.py | Adds zh converter category label. |
| DashAI/back/converters/simple_converters/nan_remover.py | Adds zh converter metadata. |
| DashAI/back/converters/simple_converters/column_remover.py | Adds zh converter metadata. |
| DashAI/back/converters/simple_converters/character_replacer.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/hugging_face/embedding.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/hugging_face/tokenizer.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/imbalanced_learn/random_under_sampler_converter.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/imbalanced_learn/smote_converter.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/imbalanced_learn/smoteenn_converter.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/additive_chi_2_sampler.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/bag_of_words.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/binarizer.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/cca.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/fast_ica.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/generic_univariate_select.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/incremental_pca.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/knn_imputer.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/label_encoder.py | Adds zh converter metadata. |
| DashAI/back/converters/scikit_learn/max_abs_scaler.py | Adds zh converter metadata. |
| DashAI/back/converters/scikit_learn/min_max_scaler.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/missing_indicator.py | Adds zh converter metadata. |
| DashAI/back/converters/scikit_learn/normalizer.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/nystroem.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/one_hot_encoder.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/ordinal_encoder.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/pca.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/polynomial_features.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/rbf_sampler.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/select_fdr.py | Adds zh schema field description and converter metadata. |
| DashAI/back/converters/scikit_learn/select_fpr.py | Adds zh schema field description and converter metadata. |
| DashAI/back/converters/scikit_learn/select_fwe.py | Adds zh schema field description and converter metadata. |
| DashAI/back/converters/scikit_learn/select_k_best.py | Adds zh schema field description and converter metadata. |
| DashAI/back/converters/scikit_learn/select_percentile.py | Adds zh schema field description and converter metadata. |
| DashAI/back/converters/scikit_learn/simple_imputer.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/skewed_chi_2_sampler.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/standard_scaler.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/tf_idf.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/truncated_svd.py | Adds zh schema fields and converter metadata. |
| DashAI/back/converters/scikit_learn/variance_threshold.py | Adds zh schema field description and converter metadata. |
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… normalization in MultilingualString
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Exclude `migrate.py` and `ci_alembic_check.py` from ruff and ruff-format.
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It would be useful to use dashAI instead of DashAI for the new translations, since it will soon be changed across the entire application.
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This pull request adds Chinese (
zh) translations to the multilingual strings used throughout the converter modules in the backend. These updates improve internationalization support, making the user interface more accessible for Chinese-speaking users. The changes affect category definitions, schema field descriptions, and display names for various data processing and machine learning components.Internationalization Enhancements:
MultilingualStringfields for converter category classes, including basic/advanced preprocessing, dimensionality reduction, encoding, feature selection, polynomial kernel methods, sampling, and scaling/normalization (DashAI/back/converters/category/*.py). [1] [2] [3] [4] [5] [6] [7] [8]DashAI/back/converters/hugging_face/embedding.py,DashAI/back/converters/hugging_face/tokenizer.py). [1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11]DashAI/back/converters/imbalanced_learn/*.py). [1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11]DashAI/back/converters/scikit_learn/additive_chi_2_sampler.py,DashAI/back/converters/scikit_learn/bag_of_words.py). [1] [2] [3] [4]