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DashAISoftware / DashAI Public

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Move various imports inside methods/functions to load them lazily when initializing the app#449

Draft

Irozuku wants to merge 57 commits intodevelopDashAISoftware/DashAI:developfrom

refactor/component-importDashAISoftware/DashAI:refactor/component-importCopy head branch name to clipboard

Conversation Commits57 (57)Checks Files changed

Draft

Move various imports inside methods/functions to load them lazily when initializing the app#449
Irozuku wants to merge 57 commits intodevelopfrom
refactor/component-import

Commits

Commits on Feb 5, 2026

refactor: move import statement from datasets inside method for laziness
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refactor: move import statements inside the fit method for improved laziness
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refactor: move imports inside methods for lazy loading for stable diffusion models
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refactor: move import statements inside the transform method for improved laziness in sklearn wrapper.
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refactor: move import statements inside methods for lazy loading in embedding converter
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refactor: move import statements inside methods for lazy loading in tokenizer converter
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refactor: move SMOTE import inside the constructor for lazy loading in SMOTEENNConverter
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refactor: move pyarrow import inside the get_output_type method for lazy loading in AdditiveChi2Sampler
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refactor: move pandas and CountVectorizer imports inside methods for lazy loading in BagOfWordsConverter
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refactor: move pyarrow import inside the get_output_type method for lazy loading in Binarizer
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refactor: move pyarrow import inside the get_output_type method for lazy loading in CCA
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refactor: move pyarrow import inside the get_output_type method for lazy loading in FastICA
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refactor: move pyarrow import inside the get_output_type method for lazy loading in GenericUnivariateSelect
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refactor: move pyarrow import inside the get_output_type method for lazy loading in KNNImputer
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refactor: move pyarrow import inside the get_output_type method for lazy loading in LabelBinarizer
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refactor: move pyarrow and LabelEncoder import inside the get_output_type method for lazy loading in LabelEncoder
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refactor: move pyarrow import inside the get_output_type method for lazy loading in MaxAbsScaler
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refactor: move pyarrow import inside the get_output_type method for lazy loading in MinMaxScaler
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refactor: move pyarrow import inside the get_output_type method for lazy loading in MissingIndicator
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refactor: move pyarrow import inside the get_output_type method for lazy loading in Normalizer
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refactor: move pyarrow import inside the get_output_type method for lazy loading in Nystroem
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refactor: move pyarrow import inside the get_output_type method for lazy loading in OneHotEncoder
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refactor: move pyarrow import inside the OrdinalEncoder method for lazy loading
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refactor: move pyarrow import inside the get_output_type method for lazy loading in PCA
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refactor: move pyarrow import inside the get_output_type method for lazy loading in PolynomialFeatures
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refactor: move pyarrow import inside the get_output_type method for lazy loading in RBFSampler
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refactor: move pyarrow import inside the get_output_type method for lazy loading in SelectFdr
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refactor: move pyarrow import inside the get_output_type method for lazy loading in SelectFpr
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refactor: move pyarrow import inside the get_output_type method for lazy loading in SelectFwe, SelectKBest, and SelectPercentile
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refactor: move pyarrow import inside the get_output_type method for lazy loading in SimpleImputer, SkewedChi2Sampler, and StandardScaler
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refactor: move pyarrow import inside the get_output_type method for lazy loading in TruncatedSVD, TFIDFConverter, and VarianceThreshold
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refactor: move pyarrow and numpy imports inside methods for lazy loading in CharacterReplacer, ColumnRemover, and NanRemover
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refactor: move pandas and datasets imports inside methods for lazy loading in CSVDataLoader, ExcelDataLoader, and JSONDataLoader
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refactor: move pandas and datasets imports inside methods for lazy loading in BaseDataLoader
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refactor: move imports inside methods for lazy loading in KernelShap, PartialDependence, and PermutationFeatureImportance
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refactor: move imports inside methods for lazy loading in all explorers
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refactor: remove unused imports and optimize modify_table usage in ConverterListJob
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refactor: reorganize imports and remove unused gc import in DatasetJob
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refactor: simplify import statements in explorer_job by consolidating model imports
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refactor: remove lazy imports to avoid duplicate and unused imports warnings in GenerativeJob
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refactor: consolidate import statements for kink in PredictJob
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refactor: move imports inside score methods to reduce global scope in accuracy, cohen_kappa, and f1 metrics
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refactor: move imports inside score methods to reduce global scope in HammingDistance, LogLoss, and Precision metrics
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refactor: move imports inside score methods to reduce global scope in Recall and ROCAUC metrics
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refactor: move imports inside score methods to reduce global scope in ExplainedVariance, MAE, and MedianAbsoluteError metrics
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refactor: move imports inside score methods to reduce global scope in MSE, R2, and RMSE metrics
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refactor: move imports inside score methods to reduce global scope in BLEU, CHRF, and TER metrics
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refactor: move imports inside methods to reduce global scope in DistilBertTransformer
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refactor: move imports inside methods to reduce global scope in OpusMtEnESTransformer
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refactor: move Llama import inside the QwenModel constructor to reduce global scope
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refactor: move imports inside methods to reduce global scope in BagOfWordsTextClassificationModel, MLPRegression, and SklearnLikeModel
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refactor: move imports inside methods to reduce global scope in BaseOptimizer
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refactor: move pyarrow import inside methods to reduce global scope in value_types.py
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refactor: move imports inside functions and methods to minimize global dependencies in DashAIDataset file
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refactor: move pyarrow and pandas imports inside functions to reduce global scope in utils.py
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refactor: remove unnecessary import statements to clean up code in dashai_dataset.py and corr_matrix.py
Irozuku
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fix: apply pre commit to various files
Irozuku
committed

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