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[SYSTEMDS-3977] Split Aware Execution #2620

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christinadionysio opened 5:22am on October 12, 2026 wanted to merge 7053 Δ into apache/systemds main from
split_aware_reps

Pull request #2620 quality checks

Code files and functions touched by this pull request are analyzed below.

Quality targets

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Target name Target value This PR
Maximum Diff Delta per PR 500 7053
Maximum comment count per PR 10 1
Pull request maximum business days between activity 3 25
Pull request maximum business days open 5 25

Coupled files

Are there any files from this commit that are always committed alongside another file? This often suggests that there exists code coupling to potentially remove. Read more about code coupling

Committed together % Code file
Coupled code file 		Commits in PR with both
100 src/test/java/org/apache/sysds/test/applications/OrderStatisticsTest.java
src/main/java/org/apache/sysds/common/Types.java 		1
100 src/main/python/systemds/scuro/drsearch/modality_shared_memory.py
src/main/python/systemds/scuro/drsearch/unimodal_optimizer.py 		1
100 src/main/python/systemds/scuro/drsearch/modality_shared_memory.py
src/main/python/systemds/scuro/drsearch/node_executor.py 		2
100 src/main/python/systemds/scuro/drsearch/modality_shared_memory.py
src/main/python/systemds/scuro/drsearch/node_scheduler.py 		1
100 src/test/java/org/apache/sysds/test/applications/OrderStatisticsTest.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedWorkerHandler.java 		1
100 src/test/java/org/apache/sysds/test/applications/OrderStatisticsTest.java
src/main/java/org/apache/sysds/parser/ParameterizedBuiltinFunctionExpression.java 		1
100 src/main/python/systemds/scuro/representations/hadamard.py
src/main/python/systemds/scuro/representations/concatenation.py 		1
100 src/main/python/systemds/scuro/representations/hadamard.py
src/main/python/systemds/scuro/representations/sum.py 		1
100 src/test/java/org/apache/sysds/test/applications/OrderStatisticsTest.java
src/main/java/org/apache/sysds/common/Builtins.java 		1
100 src/test/java/org/apache/sysds/test/applications/OrderStatisticsTest.java
src/main/java/org/apache/sysds/runtime/matrix/data/LibMatrixMult.java 		1
100 src/main/python/systemds/scuro/drsearch/multimodal_optimizer.py
src/main/python/systemds/scuro/modality/unimodal_modality.py 		1
100 src/main/python/systemds/scuro/drsearch/multimodal_optimizer.py
src/main/python/systemds/scuro/drsearch/hyperparameter_tuner.py 		3
100 src/test/java/org/apache/sysds/test/applications/OrderStatisticsTest.java
src/main/java/org/apache/sysds/runtime/matrix/data/MatrixBlock.java 		1
100 src/test/java/org/apache/sysds/test/applications/OrderStatisticsTest.java
src/main/java/org/apache/sysds/hops/Hop.java 		1
100 src/main/python/systemds/scuro/drsearch/multimodal_optimizer.py
src/main/python/systemds/scuro/drsearch/representation_dag.py 		3
100 src/main/python/systemds/scuro/drsearch/multimodal_optimizer.py
src/main/python/systemds/scuro/drsearch/unimodal_optimizer.py 		3
100 src/main/python/systemds/scuro/drsearch/multimodal_optimizer.py
src/main/python/systemds/scuro/drsearch/node_executor.py 		3
100 src/test/java/org/apache/sysds/test/applications/OrderStatisticsTest.java
src/main/java/org/apache/sysds/conf/DMLConfig.java 		1
100 src/test/java/org/apache/sysds/test/applications/OrderStatisticsTest.java
src/main/java/org/apache/sysds/runtime/instructions/cp/ParameterizedBuiltinCPInstruction.java 		1
100 src/main/python/systemds/scuro/drsearch/multimodal_optimizer.py
src/main/python/systemds/scuro/drsearch/split_aware_evaluator.py 		3
100 src/test/scripts/applications/descriptivestats/WeightedScaleTest.R
src/test/scripts/applications/descriptivestats/Scale.R 		1
100 src/test/scripts/applications/descriptivestats/WeightedScaleTest.R
README.md 		1
100 src/test/scripts/applications/descriptivestats/Scale.R
src/test/scripts/applications/descriptivestats/WeightedScaleTest.R 		1
100 src/main/python/systemds/scuro/representations/multimodal_attention_fusion.py
src/main/python/systemds/scuro/representations/lstm.py 		4
100 src/main/python/systemds/scuro/representations/multimodal_attention_fusion.py
src/main/python/systemds/scuro/drsearch/hyperparameter_tuner.py 		2
100 src/main/python/systemds/scuro/representations/multimodal_attention_fusion.py
src/main/python/systemds/scuro/drsearch/operator_registry.py 		1
100 src/main/python/systemds/scuro/representations/multimodal_attention_fusion.py
src/main/python/systemds/scuro/representations/swin_video_transformer.py 		1
100 src/main/python/systemds/scuro/representations/multimodal_attention_fusion.py
src/main/python/systemds/scuro/representations/wav2vec.py 		1
100 src/main/python/systemds/scuro/representations/multimodal_attention_fusion.py
src/main/python/systemds/scuro/representations/x3d.py 		1
100 src/main/python/systemds/scuro/representations/multimodal_attention_fusion.py
src/main/python/systemds/scuro/drsearch/representation_dag.py 		2
100 src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedFormatEncoder.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedData.java 		1
100 src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedFormatEncoder.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedWorker.java 		1
100 src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedFormatEncoder.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedResponse.java 		1
100 src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedFormatEncoder.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedChunkDecoder.java 		1
100 src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedFormatEncoder.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedChunkEncoder.java 		1
100 src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedFormatEncoder.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedChunkProtocol.java 		1
100 src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedFormatEncoder.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedFormatDecoder.java 		1
100 src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedFormatEncoder.java
src/test/java/org/apache/sysds/test/component/federated/FederatedChunkCodecTest.java 		1
100 src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedFormatEncoder.java
src/test/java/org/apache/sysds/test/component/federated/FederatedFormatRoutingTest.java 		1
100 src/test/scripts/functions/ternary/TernaryIfElse.R
src/main/java/org/apache/sysds/runtime/matrix/data/MatrixBlock.java 		1
100 src/test/scripts/functions/ternary/TernaryIfElse.R
src/main/java/org/apache/sysds/runtime/matrix/data/LibMatrixTercell.java 		1
100 src/test/scripts/functions/ternary/TernaryIfElse.R
src/main/java/org/apache/sysds/parser/BuiltinFunctionExpression.java 		1
100 src/test/scripts/functions/ternary/TernaryIfElse.R
src/test/java/org/apache/sysds/test/functions/ternary/FullIfElseTest.java 		1
100 src/main/python/systemds/scuro/representations/average.py
src/main/python/systemds/scuro/representations/sum.py 		1
100 src/main/python/systemds/scuro/representations/average.py
src/main/python/systemds/scuro/representations/concatenation.py 		1
100 src/main/python/systemds/scuro/models/model.py
src/main/python/systemds/scuro/representations/openface.py 		1
100 src/main/python/systemds/scuro/drsearch/representation_dag.py
src/main/python/systemds/scuro/drsearch/unimodal_optimizer.py 		4
100 src/main/python/systemds/scuro/models/model.py
src/main/python/systemds/scuro/representations/vgg.py 		1
100 src/main/python/systemds/scuro/models/model.py
src/main/python/systemds/scuro/drsearch/node_scheduler.py 		1
100 src/main/python/systemds/scuro/models/model.py
src/main/python/systemds/scuro/drsearch/node_executor.py 		1
100 src/main/python/systemds/scuro/models/model.py
src/main/python/systemds/scuro/drsearch/modality_shared_memory.py 		1
100 src/main/python/systemds/scuro/models/model.py
src/main/python/systemds/scuro/representations/fusion.py 		1
100 src/main/python/tests/scuro/test_hp_tuner.py
src/main/python/systemds/scuro/drsearch/hyperparameter_tuner.py 		1
100 src/main/python/systemds/scuro/models/model.py
src/main/python/systemds/scuro/representations/concatenation.py 		1
100 src/main/python/systemds/scuro/models/model.py
src/main/python/systemds/scuro/representations/average.py 		1
100 src/main/java/org/apache/sysds/runtime/compress/lib/CLALibTernaryOp.java
src/main/java/org/apache/sysds/parser/BuiltinFunctionExpression.java 		1
100 src/main/java/org/apache/sysds/runtime/compress/lib/CLALibTernaryOp.java
src/main/java/org/apache/sysds/runtime/matrix/data/LibMatrixTercell.java 		1
100 src/main/java/org/apache/sysds/runtime/compress/lib/CLALibTernaryOp.java
src/main/java/org/apache/sysds/runtime/matrix/data/MatrixBlock.java 		1
100 src/main/python/systemds/scuro/drsearch/modality_shared_memory.py
src/main/python/systemds/scuro/modality/unimodal_modality.py 		1
100 src/test/java/org/apache/sysds/test/applications/OrderStatisticsTest.java
src/main/java/org/apache/sysds/runtime/instructions/CPInstructionParser.java 		1
100 src/main/python/systemds/scuro/representations/multimodal_attention_fusion.py
src/main/python/systemds/scuro/drsearch/node_executor.py 		1
100 src/main/python/systemds/scuro/representations/color_histogram.py
src/main/python/systemds/scuro/drsearch/representation_dag.py 		1
100 src/main/python/systemds/scuro/representations/color_histogram.py
src/main/python/systemds/scuro/representations/mlp_averaging.py 		1
100 src/main/python/systemds/scuro/representations/color_histogram.py
src/main/python/systemds/scuro/representations/clip.py 		1
100 src/main/python/systemds/scuro/representations/color_histogram.py
src/main/python/systemds/scuro/representations/vgg.py 		1
100 src/test/java/org/apache/sysds/test/functions/binary/matrix/QuantileTest.java
src/test/java/org/apache/sysds/test/functions/ternary/FullIfElseTest.java 		1
100 src/main/python/systemds/scuro/representations/dimensionality_reduction.py
src/main/python/systemds/scuro/modality/transformed.py 		1
100 src/main/python/systemds/scuro/representations/dimensionality_reduction.py
src/main/python/systemds/scuro/drsearch/representation_dag.py 		1
100 src/main/python/systemds/scuro/representations/dimensionality_reduction.py
src/main/python/systemds/scuro/drsearch/unimodal_optimizer.py 		1
100 src/main/python/systemds/scuro/representations/dimensionality_reduction.py
src/main/python/systemds/scuro/representations/mlp_learned_dim_reduction.py 		1
100 src/main/python/systemds/scuro/representations/elmo.py
src/main/python/systemds/scuro/representations/bow.py 		1
100 src/main/python/systemds/scuro/representations/elmo.py
src/main/python/systemds/scuro/representations/spectrogram.py 		1
100 src/main/python/systemds/scuro/representations/elmo.py
src/main/python/systemds/scuro/representations/swin_video_transformer.py 		1
100 src/main/python/systemds/scuro/representations/elmo.py
src/main/python/systemds/scuro/representations/x3d.py 		1
100 src/main/python/systemds/scuro/representations/elmo.py
src/main/python/systemds/scuro/drsearch/representation_dag.py 		1
100 src/main/python/systemds/scuro/representations/elmo.py
src/main/python/systemds/scuro/drsearch/unimodal_optimizer.py 		1
100 src/main/python/systemds/scuro/representations/elmo.py
src/main/python/systemds/scuro/representations/covarep_audio_features.py 		1
100 src/main/python/systemds/scuro/representations/elmo.py
src/main/python/systemds/scuro/representations/text_context_with_indices.py 		1
100 src/main/python/systemds/scuro/representations/mlp_learned_dim_reduction.py
src/main/python/systemds/scuro/representations/lstm.py 		2
100 src/main/python/systemds/scuro/representations/mlp_learned_dim_reduction.py
src/main/python/systemds/scuro/representations/bert.py 		1
100 src/main/python/systemds/scuro/representations/mlp_learned_dim_reduction.py
src/main/python/systemds/scuro/representations/word2vec.py 		1
100 src/main/python/systemds/scuro/representations/mlp_learned_dim_reduction.py
src/main/python/systemds/scuro/drsearch/hyperparameter_tuner.py 		2
100 src/main/python/systemds/scuro/representations/mlp_learned_dim_reduction.py
src/main/python/systemds/scuro/drsearch/operator_registry.py 		1
100 src/main/python/systemds/scuro/representations/mlp_learned_dim_reduction.py
src/main/python/systemds/scuro/representations/swin_video_transformer.py 		1
100 src/main/python/systemds/scuro/representations/mlp_learned_dim_reduction.py
src/main/python/systemds/scuro/representations/wav2vec.py 		1
100 src/main/python/systemds/scuro/representations/mlp_learned_dim_reduction.py
src/main/python/systemds/scuro/representations/x3d.py 		1
100 src/main/python/systemds/scuro/representations/mlp_learned_dim_reduction.py
src/main/python/systemds/scuro/drsearch/representation_dag.py 		2
100 src/main/python/systemds/scuro/representations/mlp_learned_dim_reduction.py
src/main/python/systemds/scuro/representations/multimodal_attention_fusion.py 		2
100 src/test/java/org/apache/sysds/test/functions/binary/matrix/QuantileTest.java
src/main/java/org/apache/sysds/common/Types.java 		1
100 src/test/java/org/apache/sysds/test/functions/binary/matrix/QuantileTest.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedWorkerHandler.java 		1
100 src/test/java/org/apache/sysds/test/functions/binary/matrix/QuantileTest.java
src/main/java/org/apache/sysds/parser/ParameterizedBuiltinFunctionExpression.java 		1
100 src/main/python/systemds/scuro/representations/multimodal_attention_fusion.py
src/main/python/systemds/scuro/representations/mlp_averaging.py 		1
100 src/main/python/systemds/scuro/representations/multimodal_attention_fusion.py
src/main/python/systemds/scuro/representations/mlp_learned_dim_reduction.py 		2
100 src/test/scripts/applications/descriptivestats/Scale.R
README.md 		1
100 src/main/python/systemds/scuro/drsearch/node_scheduler.py
src/main/python/systemds/scuro/drsearch/node_executor.py 		3
100 src/main/python/systemds/scuro/representations/clip.py
src/main/python/systemds/scuro/representations/bert.py 		1
100 src/main/java/org/apache/sysds/runtime/instructions/spark/QuantilePickSPInstruction.java
src/main/java/org/apache/sysds/runtime/matrix/data/LibMatrixReorg.java 		1
100 src/main/java/org/apache/sysds/runtime/instructions/spark/QuantilePickSPInstruction.java
src/main/java/org/apache/sysds/runtime/instructions/CPInstructionParser.java 		1
100 src/main/java/org/apache/sysds/runtime/instructions/spark/QuantilePickSPInstruction.java
src/main/java/org/apache/sysds/runtime/matrix/data/MatrixBlock.java 		1
100 src/main/java/org/apache/sysds/runtime/instructions/cp/QuantilePickCPInstruction.java
src/main/java/org/apache/sysds/runtime/instructions/spark/QuantilePickSPInstruction.java 		1
100 src/main/java/org/apache/sysds/runtime/instructions/cp/QuantilePickCPInstruction.java
src/main/java/org/apache/sysds/lops/ParameterizedBuiltin.java 		1
100 src/main/java/org/apache/sysds/runtime/instructions/cp/QuantilePickCPInstruction.java
src/main/java/org/apache/sysds/runtime/instructions/CPInstructionParser.java 		1
100 src/main/java/org/apache/sysds/runtime/instructions/cp/QuantilePickCPInstruction.java
src/main/java/org/apache/sysds/common/Types.java 		1
100 src/main/java/org/apache/sysds/runtime/instructions/cp/QuantilePickCPInstruction.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedWorkerHandler.java 		1
100 src/main/java/org/apache/sysds/runtime/instructions/cp/QuantilePickCPInstruction.java
src/main/java/org/apache/sysds/runtime/matrix/data/LibMatrixMult.java 		1
100 src/main/python/systemds/scuro/representations/covarep_audio_features.py
src/main/python/systemds/scuro/representations/spectrogram.py 		1
100 src/main/java/org/apache/sysds/runtime/instructions/cp/QuantilePickCPInstruction.java
src/main/java/org/apache/sysds/runtime/matrix/data/MatrixBlock.java 		1
100 src/main/java/org/apache/sysds/runtime/instructions/cp/QuantilePickCPInstruction.java
src/main/java/org/apache/sysds/hops/Hop.java 		1
100 src/main/python/systemds/scuro/representations/vgg.py
src/main/python/systemds/scuro/representations/bert.py 		1
100 src/main/python/systemds/scuro/representations/vgg.py
src/main/python/systemds/scuro/representations/resnet.py 		1
100 src/main/python/systemds/scuro/representations/vgg.py
src/main/python/systemds/scuro/representations/swin_video_transformer.py 		2
100 src/main/python/systemds/scuro/representations/vgg.py
src/main/python/systemds/scuro/representations/x3d.py 		1
100 src/main/python/systemds/scuro/representations/vgg.py
src/main/python/systemds/scuro/drsearch/representation_dag.py 		2
100 src/main/python/systemds/scuro/representations/vgg.py
src/main/python/systemds/scuro/representations/clip.py 		2
100 src/main/python/systemds/scuro/representations/vgg.py
src/main/python/systemds/scuro/representations/color_histogram.py 		1
100 src/main/python/systemds/scuro/representations/color_histogram.py
src/main/python/systemds/scuro/representations/bert.py 		1
100 src/main/python/systemds/scuro/representations/color_histogram.py
src/main/python/systemds/scuro/representations/resnet.py 		1
100 src/main/python/systemds/scuro/representations/color_histogram.py
src/main/python/systemds/scuro/representations/swin_video_transformer.py 		1
100 src/main/java/org/apache/sysds/runtime/instructions/cp/QuantilePickCPInstruction.java
src/main/java/org/apache/sysds/conf/DMLConfig.java 		1
100 src/main/python/systemds/scuro/representations/color_histogram.py
src/main/python/systemds/scuro/representations/x3d.py 		1
100 src/main/java/org/apache/sysds/runtime/instructions/cp/QuantilePickCPInstruction.java
src/main/java/org/apache/sysds/runtime/instructions/cp/ParameterizedBuiltinCPInstruction.java 		1
100 src/test/java/org/apache/sysds/test/functions/binary/matrix/QuantileTest.java
src/main/java/org/apache/sysds/common/Builtins.java 		1
100 src/main/python/systemds/scuro/representations/x3d.py
src/main/python/systemds/scuro/drsearch/representation_dag.py 		3
100 src/main/python/systemds/scuro/representations/x3d.py
src/main/python/systemds/scuro/representations/vgg.py 		1
100 src/main/python/systemds/scuro/representations/max.py
src/main/python/systemds/scuro/representations/lstm.py 		2
100 src/main/python/systemds/scuro/representations/image_bind.py
src/main/python/systemds/scuro/representations/bert.py 		1
100 src/main/python/systemds/scuro/representations/image_bind.py
src/main/python/systemds/scuro/representations/resnet.py 		1
100 src/main/python/systemds/scuro/representations/image_bind.py
src/main/python/systemds/scuro/representations/word2vec.py 		1
100 src/main/python/systemds/scuro/representations/image_bind.py
src/main/python/systemds/scuro/representations/swin_video_transformer.py 		1
100 src/main/python/systemds/scuro/representations/image_bind.py
src/main/python/systemds/scuro/representations/wav2vec.py 		1
100 src/main/python/systemds/scuro/representations/image_bind.py
src/main/python/systemds/scuro/representations/x3d.py 		1
100 src/main/python/systemds/scuro/representations/image_bind.py
src/main/python/systemds/scuro/drsearch/representation_dag.py 		1
100 src/main/python/systemds/scuro/representations/image_bind.py
src/main/python/systemds/scuro/representations/clip.py 		1
100 src/main/python/systemds/scuro/representations/image_bind.py
src/main/python/systemds/scuro/representations/vgg.py 		1
100 .github/workflows/javaCodestyle.yml
.github/workflows/python.yml 		1
100 .github/workflows/javaCodestyle.yml
.github/workflows/javaTests.yml 		1
100 src/test/java/org/apache/sysds/test/component/matrixmult/MatrixMultTransposedPerformanceTest.java
src/main/java/org/apache/sysds/runtime/matrix/data/LibMatrixMult.java 		1
100 src/main/python/systemds/scuro/representations/max.py
src/main/python/systemds/scuro/representations/concatenation.py 		1
100 src/test/java/org/apache/sysds/test/component/matrixmult/MatrixMultTransposedPerformanceTest.java
src/test/java/org/apache/sysds/test/component/matrixmult/MatrixMultTransposedTest.java 		1
100 src/test/java/org/apache/sysds/test/component/matrixmult/MatrixMultTransposedTest.java
src/main/java/org/apache/sysds/runtime/matrix/data/LibMatrixMult.java 		1
100 src/test/java/org/apache/sysds/test/component/matrixmult/MatrixMultTransposedTest.java
src/main/java/org/apache/sysds/hops/rewrite/ProgramRewriter.java 		1
100 src/test/java/org/apache/sysds/test/component/matrixmult/MatrixMultTransposedTest.java
src/test/java/org/apache/sysds/test/component/matrixmult/MatrixMultTransposedPerformanceTest.java 		1
100 src/test/java/org/apache/sysds/test/component/matrix/libMatrixReorg/PermuteTest.java
src/main/java/org/apache/sysds/runtime/matrix/data/LibMatrixReorg.java 		1
100 src/main/python/systemds/operator/algorithm/builtin/outlierByIsolationForest.py
src/main/java/org/apache/sysds/common/Builtins.java 		1
100 src/main/python/systemds/operator/algorithm/builtin/outlierByIsolationForest.py
src/main/python/systemds/operator/algorithm/__init__.py 		1
100 src/main/python/systemds/operator/algorithm/builtin/outlierByIsolationForest.py
src/main/python/systemds/operator/algorithm/builtin/outlierByIsolationForestApply.py 		1
100 src/main/python/systemds/operator/algorithm/builtin/outlierByIsolationForest.py
src/main/python/tests/auto_tests/test_outlierByIsolationForest.py 		1
100 src/main/python/systemds/operator/algorithm/builtin/outlierByIsolationForest.py
src/main/python/tests/auto_tests/test_outlierByIsolationForestApply.py 		1
100 src/main/python/systemds/operator/algorithm/builtin/outlierByIsolationForest.py
scripts/staging/mnar_project/projectdocumentation.md 		1
100 src/main/python/systemds/operator/algorithm/builtin/outlierByIsolationForest.py
scripts/staging/mnar_project/run_rebalanced_mice_complete.sh 		1
100 src/main/python/systemds/operator/algorithm/builtin/outlierByIsolationForest.py
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100 src/main/python/systemds/scuro/drsearch/process_cache.py
src/main/python/systemds/scuro/representations/swin_video_transformer.py 		1
100 src/main/python/systemds/scuro/drsearch/process_cache.py
src/main/python/systemds/scuro/representations/wav2vec.py 		1
100 src/main/python/systemds/scuro/drsearch/process_cache.py
src/main/python/systemds/scuro/representations/x3d.py 		1
100 src/main/python/systemds/scuro/drsearch/process_cache.py
src/main/python/systemds/scuro/drsearch/representation_dag.py 		1
100 src/main/java/org/apache/sysds/runtime/compress/colgroup/ColGroupPiecewiseLinearCompressed.java
src/test/java/org/apache/sysds/test/component/compress/colgroup/ColGroupPiecewiseLinearCompressedTest.java 		1
100 src/main/python/systemds/scuro/drsearch/process_cache.py
src/main/python/systemds/scuro/representations/multimodal_attention_fusion.py 		1
100 src/main/python/tests/scuro/test_hpo_cache.py
src/main/python/systemds/scuro/representations/lstm.py 		1
100 src/main/python/tests/scuro/test_hpo_cache.py
src/main/python/systemds/scuro/representations/bert.py 		1
100 src/main/python/tests/scuro/test_hpo_cache.py
src/main/python/systemds/scuro/representations/resnet.py 		1
100 src/main/python/tests/scuro/test_hpo_cache.py
src/main/python/systemds/scuro/representations/word2vec.py 		1
100 src/main/python/tests/scuro/test_hpo_cache.py
src/main/python/systemds/scuro/drsearch/hyperparameter_tuner.py 		1
100 src/main/python/tests/scuro/test_hpo_cache.py
src/main/python/systemds/scuro/drsearch/operator_registry.py 		1
100 src/main/python/tests/scuro/test_hpo_cache.py
src/main/python/systemds/scuro/representations/swin_video_transformer.py 		1
100 src/main/python/tests/scuro/test_hpo_cache.py
src/main/python/systemds/scuro/representations/wav2vec.py 		1
100 src/main/python/tests/scuro/test_hpo_cache.py
src/main/python/systemds/scuro/representations/x3d.py 		1
100 src/main/python/tests/scuro/test_hpo_cache.py
src/main/python/systemds/scuro/representations/image_bind.py 		1
100 src/main/python/systemds/scuro/drsearch/test_set_evaluation.py
src/main/python/systemds/scuro/drsearch/hyperparameter_tuner.py 		1
100 src/main/python/systemds/scuro/drsearch/test_set_evaluation.py
src/main/python/systemds/scuro/drsearch/task.py 		1
100 src/main/python/systemds/scuro/drsearch/test_set_evaluation.py
src/main/python/systemds/scuro/drsearch/unimodal_optimizer.py 		1
100 src/main/python/systemds/scuro/drsearch/test_set_evaluation.py
src/main/python/systemds/scuro/dataloader/timeseries_loader.py 		1
100 src/main/python/systemds/scuro/drsearch/test_set_evaluation.py
src/main/python/systemds/scuro/drsearch/node_executor.py 		1
100 src/main/java/org/apache/sysds/runtime/compress/colgroup/ColGroupPiecewiseLinearCompressed.java
src/test/java/org/apache/sysds/test/component/compress/colgroup/ColGroupPiecewiseLinearCompressedOperationsTest.java 		1
100 src/main/python/systemds/scuro/drsearch/test_set_evaluation.py
src/main/python/systemds/scuro/drsearch/multimodal_optimizer.py 		1
100 src/main/java/org/apache/sysds/runtime/compress/colgroup/ColGroupPiecewiseLinearCompressed.java
src/test/java/org/apache/sysds/performance/PiecewiseLinearCompressionPerformanceTest.java 		1
100 src/main/python/systemds/scuro/drsearch/test_set_evaluation.py
src/main/python/systemds/scuro/drsearch/multimodal_ga_optimizer.py 		1
100 src/test/java/org/apache/sysds/test/functions/builtin/part1/BuiltinIsolationForestTest.java
scripts/staging/mnar_project/projectdocumentation.md 		1
94 src/main/python/systemds/scuro/drsearch/representation_dag.py
src/main/python/systemds/scuro/drsearch/hyperparameter_tuner.py 		6
94 src/main/python/systemds/scuro/drsearch/hyperparameter_tuner.py
src/main/python/systemds/scuro/drsearch/representation_dag.py 		6
91 src/main/java/org/apache/sysds/runtime/instructions/CPInstructionParser.java
src/main/java/org/apache/sysds/parser/DMLTranslator.java 		1
91 src/main/python/systemds/scuro/drsearch/node_executor.py
src/main/python/systemds/scuro/drsearch/unimodal_optimizer.py 		5
90 src/main/python/systemds/scuro/modality/type.py
src/main/python/systemds/scuro/dataloader/base_loader.py 		1
90 src/main/python/systemds/scuro/dataloader/json_loader.py
src/main/python/systemds/scuro/dataloader/base_loader.py 		1
90 src/main/python/systemds/scuro/representations/vgg.py
src/main/python/systemds/scuro/representations/wav2vec.py 		1
90 src/main/python/systemds/scuro/representations/vgg.py
src/main/python/systemds/scuro/representations/image_bind.py 		1
90 src/main/python/systemds/scuro/representations/vgg.py
src/main/python/systemds/scuro/drsearch/unimodal_optimizer.py 		1
90 src/main/java/org/apache/sysds/lops/ParameterizedBuiltin.java
src/main/java/org/apache/sysds/common/Types.java 		1
90 src/main/python/systemds/scuro/utils/memory_utility.py
src/main/python/systemds/scuro/drsearch/node_scheduler.py 		1
90 src/main/java/org/apache/sysds/lops/ParameterizedBuiltin.java
src/main/java/org/apache/sysds/runtime/instructions/CPInstructionParser.java 		1
90 src/main/java/org/apache/sysds/lops/ParameterizedBuiltin.java
src/main/java/org/apache/sysds/hops/ParameterizedBuiltinOp.java 		1
90 src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedResponse.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedWorkerHandler.java 		1
90 src/main/python/systemds/scuro/representations/swin_video_transformer.py
src/main/python/systemds/scuro/representations/bert.py 		1
90 src/main/python/systemds/scuro/representations/x3d.py
src/main/python/systemds/scuro/drsearch/operator_registry.py 		3
90 src/main/python/systemds/scuro/representations/swin_video_transformer.py
src/main/python/systemds/scuro/representations/word2vec.py 		1
90 src/main/python/systemds/scuro/representations/swin_video_transformer.py
src/main/python/systemds/scuro/drsearch/hyperparameter_tuner.py 		4
90 src/main/python/systemds/scuro/representations/swin_video_transformer.py
src/main/python/systemds/scuro/drsearch/operator_registry.py 		3
90 src/main/python/systemds/scuro/representations/x3d.py
src/main/python/systemds/scuro/representations/bert.py 		1
90 src/main/python/systemds/scuro/representations/x3d.py
src/main/python/systemds/scuro/representations/lstm.py 		1
90 src/main/python/systemds/scuro/representations/wav2vec.py
src/main/python/systemds/scuro/representations/clip.py 		1
90 src/main/python/systemds/scuro/representations/wav2vec.py
src/main/python/systemds/scuro/representations/lstm.py 		1
88 src/main/java/org/apache/sysds/runtime/instructions/spark/utils/FrameRDDConverterUtils.java
src/main/java/org/apache/sysds/runtime/instructions/cp/ParameterizedBuiltinCPInstruction.java 		1
88 src/main/java/org/apache/sysds/runtime/instructions/spark/utils/FrameRDDConverterUtils.java
src/main/java/org/apache/sysds/common/Types.java 		1
88 src/main/python/systemds/scuro/representations/word2vec.py
src/main/python/systemds/scuro/representations/bert.py 		1
88 src/main/python/systemds/scuro/representations/average.py
src/main/python/systemds/scuro/representations/max.py 		1
88 src/main/python/systemds/scuro/dataloader/audio_loader.py
src/main/python/systemds/scuro/dataloader/base_loader.py 		1
88 src/main/python/systemds/scuro/dataloader/audio_loader.py
src/main/python/systemds/scuro/dataloader/video_loader.py 		1
88 src/main/java/org/apache/sysds/runtime/compress/CompressionSettings.java
src/main/java/org/apache/sysds/runtime/compress/colgroup/ColGroupFactory.java 		1
88 src/main/python/systemds/scuro/dataloader/image_loader.py
src/main/python/systemds/scuro/dataloader/video_loader.py 		1
88 src/main/python/systemds/scuro/representations/text_context_with_indices.py
src/main/python/systemds/scuro/representations/bow.py 		1
88 src/main/python/systemds/scuro/drsearch/operator_registry.py
src/main/python/systemds/scuro/representations/lstm.py 		1
88 src/main/python/systemds/scuro/drsearch/node_scheduler.py
src/main/python/systemds/scuro/drsearch/unimodal_optimizer.py 		3
88 src/main/python/systemds/scuro/drsearch/operator_registry.py
src/main/python/systemds/scuro/drsearch/node_executor.py 		3
88 src/main/python/systemds/scuro/drsearch/representation_dag.py
src/main/python/systemds/scuro/drsearch/node_executor.py 		5
87 src/main/python/systemds/scuro/representations/color_histogram.py
src/main/python/systemds/scuro/representations/image_bind.py 		1
87 src/main/python/systemds/scuro/representations/color_histogram.py
src/main/python/systemds/scuro/representations/wav2vec.py 		1
87 src/main/python/systemds/scuro/representations/clip.py
src/main/python/systemds/scuro/representations/vgg.py 		2
86 src/main/python/systemds/scuro/representations/concatenation.py
src/main/python/systemds/scuro/representations/sum.py 		1
85 src/main/python/systemds/scuro/drsearch/modality_shared_memory.py
src/main/python/systemds/scuro/representations/vgg.py 		1
85 src/main/python/systemds/scuro/drsearch/modality_shared_memory.py
src/main/python/systemds/scuro/drsearch/representation_dag.py 		1
85 src/main/python/systemds/scuro/representations/covarep_audio_features.py
src/main/python/systemds/scuro/drsearch/unimodal_optimizer.py 		1
85 src/main/java/org/apache/sysds/runtime/matrix/data/LibMatrixTercell.java
src/main/java/org/apache/sysds/runtime/matrix/data/MatrixBlock.java 		1
84 src/main/python/systemds/scuro/representations/glove.py
src/main/python/systemds/scuro/representations/resnet.py 		1
83 src/main/java/org/apache/sysds/runtime/instructions/spark/QuantilePickSPInstruction.java
src/main/java/org/apache/sysds/runtime/matrix/data/LibMatrixMult.java 		1
83 src/main/java/org/apache/sysds/runtime/instructions/spark/QuantilePickSPInstruction.java
src/main/java/org/apache/sysds/parser/DMLTranslator.java 		1
83 src/main/java/org/apache/sysds/runtime/instructions/spark/QuantilePickSPInstruction.java
src/main/java/org/apache/sysds/runtime/instructions/fed/QuantilePickFEDInstruction.java 		1
83 src/main/java/org/apache/sysds/runtime/instructions/spark/QuantilePickSPInstruction.java
src/main/java/org/apache/sysds/parser/BuiltinFunctionExpression.java 		1
83 src/main/python/systemds/scuro/representations/mlp_averaging.py
src/main/python/systemds/scuro/representations/clip.py 		1
83 src/main/python/systemds/scuro/representations/mlp_averaging.py
src/main/python/systemds/scuro/representations/bert.py 		1
83 src/main/python/systemds/scuro/drsearch/multimodal_optimizer.py
src/main/python/systemds/scuro/representations/openface.py 		2
83 src/main/python/systemds/scuro/drsearch/multimodal_optimizer.py
src/main/python/systemds/scuro/drsearch/node_scheduler.py 		2
83 src/main/python/systemds/scuro/drsearch/multimodal_optimizer.py
src/main/python/systemds/scuro/representations/swin_video_transformer.py 		2
83 src/main/python/systemds/scuro/drsearch/multimodal_optimizer.py
src/main/python/systemds/scuro/drsearch/task.py 		1
83 src/main/python/systemds/scuro/representations/hadamard.py
src/main/python/systemds/scuro/representations/window_aggregation.py 		1
83 src/main/python/systemds/scuro/representations/hadamard.py
src/main/python/systemds/scuro/representations/aggregate.py 		1
83 src/main/python/tests/scuro/test_multimodal_ga_optimizer.py
src/main/python/systemds/scuro/drsearch/multimodal_ga_optimizer.py 		1
83 src/main/java/org/apache/sysds/runtime/instructions/CPInstructionParser.java
src/main/java/org/apache/sysds/parser/BuiltinFunctionExpression.java 		1
82 src/main/python/systemds/scuro/drsearch/hyperparameter_tuner.py
src/main/python/systemds/scuro/drsearch/operator_registry.py 		3
82 src/main/python/systemds/scuro/drsearch/hyperparameter_tuner.py
src/main/python/systemds/scuro/drsearch/node_executor.py 		5
82 src/main/python/systemds/scuro/drsearch/representation_dag.py
src/main/python/systemds/scuro/modality/unimodal_modality.py 		2
81 src/main/python/systemds/scuro/representations/sum.py
src/main/python/systemds/scuro/representations/max.py 		1
81 src/main/python/systemds/scuro/representations/wav2vec.py
src/main/python/systemds/scuro/drsearch/representation_dag.py 		1
81 src/main/python/systemds/scuro/representations/sum.py
src/main/python/systemds/scuro/representations/average.py 		1
81 src/main/python/systemds/scuro/representations/wav2vec.py
src/main/python/systemds/scuro/representations/vgg.py 		1
81 src/main/python/systemds/scuro/representations/clip.py
src/main/python/systemds/scuro/representations/swin_video_transformer.py 		2
81 src/main/python/systemds/scuro/representations/clip.py
src/main/python/systemds/scuro/drsearch/representation_dag.py 		2
81 src/main/python/systemds/scuro/dataloader/json_loader.py
src/main/python/systemds/scuro/dataloader/video_loader.py 		1
81 src/main/python/systemds/scuro/representations/clip.py
src/main/python/systemds/scuro/representations/resnet.py 		1
80 src/test/java/org/apache/sysds/test/component/federated/FederatedChunkCodecTest.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedChunkEncoder.java 		1
80 src/test/java/org/apache/sysds/test/component/federated/FederatedChunkCodecTest.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedChunkProtocol.java 		1
80 src/main/java/org/apache/sysds/lops/ParameterizedBuiltin.java
src/main/java/org/apache/sysds/parser/DMLTranslator.java 		1
80 src/test/java/org/apache/sysds/test/component/federated/FederatedChunkCodecTest.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedFormatEncoder.java 		1
80 src/test/java/org/apache/sysds/test/component/federated/FederatedChunkCodecTest.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedFormatDecoder.java 		1
80 src/test/java/org/apache/sysds/test/component/federated/FederatedChunkCodecTest.java
src/test/java/org/apache/sysds/test/component/federated/FederatedFormatRoutingTest.java 		1
80 src/main/python/systemds/scuro/dataloader/video_loader.py
src/main/python/systemds/scuro/dataloader/base_loader.py 		1
80 src/main/java/org/apache/sysds/lops/ParameterizedBuiltin.java
src/main/java/org/apache/sysds/common/Builtins.java 		1
80 src/main/python/systemds/scuro/utils/memory_utility.py
src/main/python/systemds/scuro/drsearch/representation_dag.py 		1
80 src/main/python/systemds/scuro/utils/memory_utility.py
src/main/python/systemds/scuro/drsearch/node_executor.py 		1
80 src/test/java/org/apache/sysds/test/component/federated/FederatedChunkCodecTest.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedData.java 		1
80 src/test/java/org/apache/sysds/test/component/federated/FederatedChunkCodecTest.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedWorker.java 		1
80 src/test/java/org/apache/sysds/test/component/federated/FederatedChunkCodecTest.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedResponse.java 		1
79 src/main/python/systemds/scuro/representations/resnet.py
src/main/python/systemds/scuro/representations/bert.py 		1
78 src/main/python/systemds/scuro/representations/lstm.py
src/main/python/systemds/scuro/representations/multimodal_attention_fusion.py 		4
78 src/main/python/systemds/scuro/representations/bert.py
src/main/python/systemds/scuro/representations/word2vec.py 		1
78 src/main/python/systemds/scuro/dataloader/base_loader.py
src/main/python/systemds/scuro/dataloader/video_loader.py 		1
78 src/main/python/systemds/scuro/representations/lstm.py
src/main/python/systemds/scuro/representations/word2vec.py 		1
78 src/main/python/systemds/scuro/representations/lstm.py
src/main/python/systemds/scuro/representations/bert.py 		1
77 src/main/python/systemds/scuro/drsearch/unimodal_optimizer.py
src/main/python/systemds/scuro/drsearch/representation_dag.py 		4
77 src/main/python/systemds/scuro/drsearch/unimodal_optimizer.py
src/main/python/systemds/scuro/drsearch/node_executor.py 		5
77 src/main/python/systemds/scuro/representations/fusion.py
src/main/python/systemds/scuro/representations/aggregate.py 		2
77 src/main/python/systemds/scuro/drsearch/operator_registry.py
src/main/python/systemds/scuro/representations/bert.py 		1
77 src/main/python/systemds/scuro/drsearch/operator_registry.py
src/main/python/systemds/scuro/representations/resnet.py 		1
77 src/main/python/systemds/scuro/dataloader/timeseries_loader.py
src/main/python/systemds/scuro/dataloader/video_loader.py 		1
77 src/main/python/systemds/scuro/dataloader/image_loader.py
src/main/python/systemds/scuro/dataloader/base_loader.py 		1
77 src/main/python/systemds/scuro/representations/fusion.py
src/main/python/systemds/scuro/modality/transformed.py 		2
77 src/main/python/systemds/scuro/dataloader/timeseries_loader.py
src/main/python/systemds/scuro/drsearch/unimodal_optimizer.py 		2
77 src/main/python/systemds/scuro/dataloader/image_loader.py
src/main/python/systemds/scuro/drsearch/unimodal_optimizer.py 		1
77 src/main/python/tests/scuro/test_operator_registry.py
src/main/python/systemds/scuro/modality/unimodal_modality.py 		1
77 src/main/python/systemds/scuro/dataloader/image_loader.py
src/main/python/systemds/scuro/drsearch/node_executor.py 		1
77 src/main/python/systemds/scuro/representations/fusion.py
src/main/python/systemds/scuro/representations/lstm.py 		3
76 src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedWorker.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedWorkerHandler.java 		1
76 src/main/python/systemds/scuro/drsearch/hyperparameter_tuner.py
src/main/python/systemds/scuro/drsearch/unimodal_optimizer.py 		4
76 src/main/python/systemds/scuro/drsearch/representation_dag.py
src/main/python/systemds/scuro/representations/swin_video_transformer.py 		4
75 src/main/python/systemds/scuro/representations/clip.py
src/main/python/systemds/scuro/drsearch/unimodal_optimizer.py 		1
75 src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedChunkDecoder.java
src/test/java/org/apache/sysds/test/component/federated/FederatedChunkCodecTest.java 		1
75 src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedChunkDecoder.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedFormatDecoder.java 		1
75 src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedChunkDecoder.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedResponse.java 		1
75 src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedChunkDecoder.java
src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedWorkerHandler.java 		1
75 src/test/java/org/apache/sysds/test/component/matrixmult/MatrixMultTransposedPerformanceTest.java
src/main/java/org/apache/sysds/hops/rewrite/ProgramRewriter.java 		1
75 src/main/python/systemds/scuro/representations/utils.py
src/main/python/systemds/scuro/representations/swin_video_transformer.py 		1
75 src/main/python/systemds/scuro/representations/utils.py
src/main/python/systemds/scuro/representations/x3d.py 		1
75 src/main/python/systemds/scuro/representations/bert.py
src/main/python/systemds/scuro/representations/resnet.py 		1
75 src/main/python/systemds/scuro/drsearch/ranking.py
src/main/python/systemds/scuro/dataloader/base_loader.py 		1
75 src/main/python/systemds/scuro/drsearch/ranking.py
src/main/python/systemds/scuro/dataloader/json_loader.py 		1
75 src/main/python/systemds/scuro/representations/spectrogram.py
src/main/python/systemds/scuro/modality/unimodal_modality.py 		1
75 src/main/python/systemds/scuro/dataloader/video_loader.py
src/main/python/systemds/scuro/dataloader/audio_loader.py 		1
75 src/main/python/systemds/scuro/dataloader/video_loader.py
src/main/python/systemds/scuro/modality/unimodal_modality.py 		1
75 src/main/python/systemds/scuro/representations/aggregate.py
src/main/python/systemds/scuro/modality/transformed.py 		1
75 src/main/java/org/apache/sysds/runtime/compress/lib/CLALibTernaryOp.java
src/main/java/org/apache/sysds/runtime/matrix/data/LibMatrixMult.java 		1
75 src/main/java/org/apache/sysds/runtime/compress/lib/CLALibTernaryOp.java
src/main/java/org/apache/sysds/runtime/matrix/data/LibMatrixReorg.java 		1
75 src/main/java/org/apache/sysds/runtime/compress/lib/CLALibTernaryOp.java
src/main/java/org/apache/sysds/runtime/instructions/fed/QuantilePickFEDInstruction.java 		1
75 src/main/python/systemds/scuro/representations/mlp_averaging.py
src/main/python/systemds/scuro/representations/lstm.py 		1
75 src/main/python/systemds/scuro/representations/clip.py
src/main/python/systemds/scuro/representations/glove.py 		2
75 src/main/java/org/apache/sysds/runtime/instructions/CPInstructionParser.java
src/main/java/org/apache/sysds/common/Builtins.java 		1
75 src/main/java/org/apache/sysds/runtime/controlprogram/federated/FederatedChunkDecoder.java
src/test/java/org/apache/sysds/test/component/federated/FederatedFormatRoutingTest.java 		1
74 src/main/python/systemds/scuro/representations/word2vec.py
src/main/python/systemds/scuro/representations/glove.py 		1
74 src/main/java/org/apache/sysds/parser/DMLTranslator.java
src/main/java/org/apache/sysds/parser/BuiltinFunctionExpression.java 		1
73 src/main/python/systemds/scuro/representations/concatenation.py
src/main/python/systemds/scuro/representations/average.py 		1
73 src/main/python/systemds/scuro/dataloader/base_loader.py
src/main/python/systemds/scuro/dataloader/audio_loader.py 		1
72 src/main/python/systemds/scuro/drsearch/task.py
src/main/python/systemds/scuro/drsearch/representation_dag.py 		2
72 src/main/python/systemds/scuro/drsearch/task.py
src/main/python/systemds/scuro/drsearch/node_scheduler.py 		1
72 src/main/python/systemds/scuro/drsearch/task.py
src/main/python/systemds/scuro/drsearch/hyperparameter_tuner.py 		2
72 src/main/python/systemds/scuro/dataloader/json_loader.py
src/main/python/systemds/scuro/dataloader/audio_loader.py 		1
72 src/main/python/systemds/scuro/dataloader/json_loader.py
src/main/python/systemds/scuro/modality/type.py 		1
72 src/main/python/systemds/scuro/modality/type.py
src/main/python/systemds/scuro/dataloader/video_loader.py 		1
72 src/main/java/org/apache/sysds/runtime/instructions/CPInstructionParser.java
src/main/java/org/apache/sysds/common/Types.java 		1
71 src/main/java/org/apache/sysds/parser/DMLTranslator.java
src/main/java/org/apache/sysds/common/Types.java 		1
71 src/main/python/systemds/scuro/representations/covarep_audio_features.py
src/main/python/systemds/scuro/representations/bow.py 		1
71 src/main/java/org/apache/sysds/hops/rewrite/RewriteMatrixMultChainOptimizationSparse.java
src/main/java/org/apache/sysds/hops/Hop.java 		1
71 src/main/python/systemds/scuro/drsearch/modality_shared_memory.py
src/main/python/systemds/scuro/representations/swin_video_transformer.py 		1
71 src/main/python/systemds/scuro/drsearch/modality_shared_memory.py
src/main/python/systemds/scuro/representations/clip.py 		1
71 src/main/python/systemds/scuro/representations/covarep_audio_features.py
src/main/python/systemds/scuro/drsearch/representation_dag.py 		1
71 src/main/python/systemds/scuro/representations/lstm.py
src/main/python/systemds/scuro/drsearch/hyperparameter_tuner.py 		3
71 src/main/python/systemds/scuro/representations/lstm.py
src/main/python/systemds/scuro/representations/swin_video_transformer.py 		2
71 src/main/python/systemds/scuro/representations/lstm.py
src/main/python/systemds/scuro/representations/x3d.py 		1
71 src/main/python/systemds/scuro/representations/covarep_audio_features.py
src/main/python/systemds/scuro/modality/unimodal_modality.py 		1
71 src/main/python/tests/scuro/test_hp_tuner.py
src/main/python/systemds/scuro/representations/bert.py 		1
71 src/main/python/tests/scuro/test_hp_tuner.py
src/main/python/systemds/scuro/drsearch/operator_registry.py 		1
71 src/main/python/tests/scuro/test_hp_tuner.py
src/main/python/systemds/scuro/representations/swin_video_transformer.py 		1
71 src/main/python/tests/scuro/test_hp_tuner.py
src/main/python/systemds/scuro/representations/x3d.py 		1
71 src/main/python/systemds/scuro/representations/covarep_audio_features.py
src/main/python/systemds/scuro/dataloader/video_loader.py 		1
70 src/main/python/systemds/scuro/utils/memory_utility.py
src/main/python/systemds/scuro/modality/unimodal_modality.py 		1
70 src/main/python/systemds/scuro/utils/memory_utility.py
src/main/python/systemds/scuro/dataloader/video_loader.py 		1
70 src/main/python/systemds/scuro/drsearch/representation_dag.py
src/main/python/systemds/scuro/representations/clip.py 		2
70 src/main/python/systemds/scuro/drsearch/representation_dag.py
src/main/python/systemds/scuro/representations/x3d.py 		3
70 src/main/java/org/apache/sysds/lops/ParameterizedBuiltin.java
src/main/java/org/apache/sysds/parser/ParameterizedBuiltinFunctionExpression.java 		1
70 src/main/python/systemds/scuro/drsearch/multimodal_ga_optimizer.py
src/main/python/systemds/scuro/drsearch/node_executor.py 		4
70 src/main/python/systemds/scuro/drsearch/representation_dag.py
src/main/python/systemds/scuro/drsearch/operator_registry.py 		3
70 src/main/python/systemds/scuro/drsearch/multimodal_ga_optimizer.py
src/main/python/systemds/scuro/drsearch/split_aware_evaluator.py 		4
70 src/main/python/systemds/scuro/representations/word2vec.py
src/main/python/systemds/scuro/representations/resnet.py 		1

Biggest files changes in pull request

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Path View whole file Lines removed Lines added Final line count
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src/main/python/systemds/scuro/representations/aggregate.py BeforeAfter 6 4 ---
src/main/python/systemds/scuro/drsearch/ranking.py BeforeAfter 8 30 ---
src/main/python/systemds/scuro/representations/tfidf.py BeforeAfter 2 44 ---
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src/main/python/systemds/scuro/representations/zero_pad.py BeforeAfter 0 48 ---
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src/main/python/systemds/scuro/representations/utils.py BeforeAfter 5 19 ---
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src/main/python/tests/scuro/test_algebra_plan_counts.py BeforeAfter 0 71 ---
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src/main/python/systemds/scuro/modality/transformed.py BeforeAfter 16 2 ---
src/main/python/systemds/scuro/representations/wav2vec.py BeforeAfter 0 5 ---
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src/main/python/systemds/scuro/representations/clip.py BeforeAfter 0 1 ---
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️ Biggest functions grown or shrunk by pull request

Which functions had their line count change as part of this pull request?

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Qualified function name View whole function Lines removed Lines added Final line count
_get_params_for_node::HyperparameterTuner::_search_best_configs::objective BeforeAfter 2 2 43
_execute_multiple_reps_for_leaf_dependencies::RefCountResultCache::NodeExecutor::_handle_modality_result BeforeAfter 3 3 42
Task::__init__ BeforeAfter 1 1 37
pushdown_aggregation_for_node::RepresentationDag::execute::execute_node::run_operation BeforeAfter 25 25 29
UnimodalModality::_subset_loader BeforeAfter 3 3 15
Window::DynamicWindow::_feature_shape BeforeAfter 2 2 9
_dag_size BeforeAfter 2 2 8
Hadamard::__init__ BeforeAfter 2 2 6
RowMax::__init__ BeforeAfter 2 2 6
Average::__init__ BeforeAfter 2 2 6
SharedArrayList::__init__::__del__::_estimate_ndarray_list_nbytes::_is_shared_ndarray_candidate::_untrack 1 1 ---
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