From 3b23ad0dd8d710792f7bd6f572ad991571663746 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Fri, 19 Jan 2024 14:25:31 -0500 Subject: [PATCH 01/44] Fix nifti transform failing at cleanup previous stage --- mlcubes/data_preparation/project/stages/nifti_transform.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mlcubes/data_preparation/project/stages/nifti_transform.py b/mlcubes/data_preparation/project/stages/nifti_transform.py index 5ff1fc6..55b1e22 100644 --- a/mlcubes/data_preparation/project/stages/nifti_transform.py +++ b/mlcubes/data_preparation/project/stages/nifti_transform.py @@ -88,7 +88,7 @@ def __process_case(self, index: Union[str, int]): def __update_prev_stage_state(self, index: Union[str, int], report: pd.DataFrame): prev_data_path = report.loc[index]["data_path"] prev_data_path = unnormalize_path(prev_data_path, self.data_out) - shutil.rmtree(prev_data_path) + shutil.rmtree(prev_data_path, ignore_errors=True) def __undo_current_stage_changes(self, index: Union[str, int]): fets_path, qc_path = self.__get_output_paths(index) From 7da840096fad47d7ddfc26445ed50b88ae261b04 Mon Sep 17 00:00:00 2001 From: hasan7n Date: Thu, 25 Jan 2024 14:00:06 +0100 Subject: [PATCH 02/44] add tests --- mlcubes/.gitignore | 3 +- mlcubes/data_preparation/mlcube/clean.sh | 5 ++ mlcubes/data_preparation/mlcube/tests.sh | 63 +++++++++++++++++++ .../data_preparation/project/Dockerfile.dev | 16 +++++ mlcubes/data_preparation/project/README.md | 12 ++++ 5 files changed, 98 insertions(+), 1 deletion(-) create mode 100644 mlcubes/data_preparation/mlcube/clean.sh create mode 100644 mlcubes/data_preparation/mlcube/tests.sh create mode 100644 mlcubes/data_preparation/project/Dockerfile.dev create mode 100644 mlcubes/data_preparation/project/README.md diff --git a/mlcubes/.gitignore b/mlcubes/.gitignore index be8d108..e883eb1 100644 --- a/mlcubes/.gitignore +++ b/mlcubes/.gitignore @@ -7,4 +7,5 @@ */mlcube/workspace/* !requirements.txt !*/mlcube/workspace/parameters.yaml -models \ No newline at end of file +models +tmpmodel \ No newline at end of file diff --git a/mlcubes/data_preparation/mlcube/clean.sh b/mlcubes/data_preparation/mlcube/clean.sh new file mode 100644 index 0000000..d0bbc3c --- /dev/null +++ b/mlcubes/data_preparation/mlcube/clean.sh @@ -0,0 +1,5 @@ +rm -rf workspace/data +rm -rf workspace/labels +rm -rf workspace/metadata +rm -rf workspace/report +rm -rf workspace/statistics diff --git a/mlcubes/data_preparation/mlcube/tests.sh b/mlcubes/data_preparation/mlcube/tests.sh new file mode 100644 index 0000000..8c78808 --- /dev/null +++ b/mlcubes/data_preparation/mlcube/tests.sh @@ -0,0 +1,63 @@ + +DATA=./workspace/data + +run() { +mlcube run --mlcube ./mlcube.yaml --task prepare --network=none --mount=ro \ + report_file=report/report.yaml \ + labels_path=input_data \ + -Pdocker.cpu_args="-u $(id -u):$(id -g)" \ + -Pdocker.gpu_args="-u $(id -u):$(id -g)" +} + +run_other() { +mlcube run --mlcube ./mlcube.yaml --task sanity_check --network=none --mount=ro \ + -Pdocker.cpu_args="-u $(id -u):$(id -g)" \ + -Pdocker.gpu_args="-u $(id -u):$(id -g)" + +mlcube run --mlcube ./mlcube.yaml --task statistics --network=none --mount=ro \ + output_path=statistics/statistics.yaml \ + -Pdocker.cpu_args="-u $(id -u):$(id -g)" \ + -Pdocker.gpu_args="-u $(id -u):$(id -g)" +} + +STARTTIME=$(date +%s.%N) + + +run + +# manual review +cp $DATA/tumor_extracted/DataForQC/AAAC_1/2008.03.31/TumorMasksForQC/AAAC_1_2008.03.31_tumorMask_model_0.nii.gz \ + $DATA/tumor_extracted/DataForQC/AAAC_1/2008.03.31/TumorMasksForQC/finalized/AAAC_1_2008.03.31_tumorMask_model_0.nii.gz + +cp $DATA/tumor_extracted/DataForQC/AAAC_1/2012.01.02/TumorMasksForQC/AAAC_1_2012.01.02_tumorMask_model_0.nii.gz \ + $DATA/tumor_extracted/DataForQC/AAAC_1/2012.01.02/TumorMasksForQC/finalized/AAAC_1_2012.01.02_tumorMask_model_0.nii.gz + +cp $DATA/tumor_extracted/DataForQC/AAAC_2/2001.01.01/TumorMasksForQC/AAAC_2_2001.01.01_tumorMask_model_0.nii.gz \ + $DATA/tumor_extracted/DataForQC/AAAC_2/2001.01.01/TumorMasksForQC/finalized/AAAC_2_2001.01.01_tumorMask_model_0.nii.gz +# end manual review + +run & +PID=$! + +# prompt response +BREAK=0 +while [ $BREAK -eq "0" ] +do +if [ -f $DATA/".prompt.txt" ]; + then BREAK=1; +else + sleep 0.1s; +fi + +done + +echo -n "y" >> $DATA/.response.txt +# end prompt response + +wait ${PID} + +ENDTIME=$(date +%s.%N) +DIFF=$(echo "$ENDTIME - $STARTTIME" | bc) +echo $DIFF + +run_other \ No newline at end of file diff --git a/mlcubes/data_preparation/project/Dockerfile.dev b/mlcubes/data_preparation/project/Dockerfile.dev new file mode 100644 index 0000000..fe80c90 --- /dev/null +++ b/mlcubes/data_preparation/project/Dockerfile.dev @@ -0,0 +1,16 @@ +FROM mlcommons/rano-data-prep-mlcube:latest + +COPY . /project + +# use a downsampled reference image for DICOM to NIFTI conversion +RUN mv /project/atlasImage_0.125.nii.gz /Front-End/bin/install/appdir/usr/data/sri24/atlasImage.nii.gz + +# remove heavy brain extraction models +RUN rm -rf /project/stages/data_prep_models/brain_extraction/model_0/ +RUN rm -rf /project/stages/data_prep_models/brain_extraction/model_1/ + +# use dummy brain extraction models +RUN cp -r /project/tmpmodel /project/stages/data_prep_models/brain_extraction/model_0 +RUN mv /project/tmpmodel /project/stages/data_prep_models/brain_extraction/model_1 + +ENTRYPOINT ["python", "/project/mlcube.py"] \ No newline at end of file diff --git a/mlcubes/data_preparation/project/README.md b/mlcubes/data_preparation/project/README.md new file mode 100644 index 0000000..46e8cd4 --- /dev/null +++ b/mlcubes/data_preparation/project/README.md @@ -0,0 +1,12 @@ +# How to run tests + +1. Download and extract (sha256: 701fbba8b253fc5b2f54660837c493a38dec986df9bdbf3d97f07c8bc276a965): + + +2. Move `additional_files` and `input_data` to the mlcube workspace +3. Move `tmpmodel` and `atlasImage_0.125.nii.gz` to the mlcube project folder + +4. Build the base docker image from the repo's root folder Dockerfile +5. Build the dev docker image using `Dockerfile.dev` in the mlcube project folder. +6. Then change the docker image name in `mlcube.yaml` according to step 5. +7. Then go to `mlcube` folder and run the tests scripts From 245556372d715dabd130acd4b4e0f8d32bdc97f3 Mon Sep 17 00:00:00 2001 From: hasan7n Date: Fri, 26 Jan 2024 13:33:25 +0100 Subject: [PATCH 03/44] modify dockerfile.dev --- mlcubes/data_preparation/project/Dockerfile.dev | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/mlcubes/data_preparation/project/Dockerfile.dev b/mlcubes/data_preparation/project/Dockerfile.dev index fe80c90..4eb71cf 100644 --- a/mlcubes/data_preparation/project/Dockerfile.dev +++ b/mlcubes/data_preparation/project/Dockerfile.dev @@ -1,6 +1,7 @@ -FROM mlcommons/rano-data-prep-mlcube:latest +FROM hasan7/baselocal:0.0.0 -COPY . /project +COPY ./atlasImage_0.125.nii.gz /project +COPY ./tmpmodel /project # use a downsampled reference image for DICOM to NIFTI conversion RUN mv /project/atlasImage_0.125.nii.gz /Front-End/bin/install/appdir/usr/data/sri24/atlasImage.nii.gz From ad03a74ce63cf720b893038d11da24535afdb16d Mon Sep 17 00:00:00 2001 From: hasan7n Date: Fri, 26 Jan 2024 13:35:04 +0100 Subject: [PATCH 04/44] use absolute paths to support singularity --- mlcubes/data_preparation/project/mlcube.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/mlcubes/data_preparation/project/mlcube.py b/mlcubes/data_preparation/project/mlcube.py index f798c49..1c5b2e4 100644 --- a/mlcubes/data_preparation/project/mlcube.py +++ b/mlcubes/data_preparation/project/mlcube.py @@ -29,7 +29,7 @@ def prepare( report_file: str = typer.Option(..., "--report_file"), metadata_path: str = typer.Option(..., "--metadata_path"), ): - cmd = f"python3 project/prepare.py --data_path={data_path} --labels_path={labels_path} --models_path={models_path} --data_out={output_path} --labels_out={output_labels_path} --report={report_file} --parameters={parameters_file} --metadata_path={metadata_path}" + cmd = f"python3 /project/prepare.py --data_path={data_path} --labels_path={labels_path} --models_path={models_path} --data_out={output_path} --labels_out={output_labels_path} --report={report_file} --parameters={parameters_file} --metadata_path={metadata_path}" exec_python(cmd) @@ -41,7 +41,7 @@ def sanity_check( metadata_path: str = typer.Option(..., "--metadata_path"), ): # Modify the sanity_check command as needed - cmd = f"python3 project/sanity_check.py --data_path={data_path} --labels_path={labels_path} --metadata={metadata_path}" + cmd = f"python3 /project/sanity_check.py --data_path={data_path} --labels_path={labels_path} --metadata={metadata_path}" exec_python(cmd) @@ -54,7 +54,7 @@ def sanity_check( out_path: str = typer.Option(..., "--output_path"), ): # Modify the statistics command as needed - cmd = f"python3 project/statistics.py --data_path={data_path} --labels_path={labels_path} --out_file={out_path} --metadata={metadata_path}" + cmd = f"python3 /project/statistics.py --data_path={data_path} --labels_path={labels_path} --out_file={out_path} --metadata={metadata_path}" exec_python(cmd) From 99a2c73ab04125ba7cc4dc7b4af1b8c7bf36afb0 Mon Sep 17 00:00:00 2001 From: hasan7n Date: Fri, 26 Jan 2024 13:36:21 +0100 Subject: [PATCH 05/44] modify env vars to support singularity --- Dockerfile | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/Dockerfile b/Dockerfile index 060bc06..1330387 100644 --- a/Dockerfile +++ b/Dockerfile @@ -5,8 +5,8 @@ LABEL authors="FeTS_Admin " RUN apt-get update && apt-get update --fix-missing && apt-get install -y libnss3 libnspr4 libxcursor1 libxcursor-dev libasound2 libdbus-1-dev libglfw3-dev libgles2-mesa-dev ffmpeg libsm6 libxext6 python3.8 python3.8-venv python3.8-dev python3-setuptools ENV PATH=/CaPTk/bin/qt/5.12.1/bin:/CaPTk/bin/qt/5.12.1/libexec:$PATH -ENV CMAKE_PREFIX_PATH=/CaPTk/bin/ITK-build:/CaPTk/bin/DCMTK-build:/CaPTk/bin/qt/5.12.1/lib/cmake/Qt5:$CMAKE_PREFIX_PATH - +ENV CMAKE_PREFIX_PATH=/CaPTk/bin/ITK-build:/CaPTk/bin/DCMTK-build:/CaPTk/bin/qt/5.12.1/lib/cmake/Qt5 +ENV DCMTK_DIR=/CaPTk/bin/DCMTK-build RUN pwd && ls -l WORKDIR /Front-End From 7efa53a45a5beaffe2989456863d00ed44b49c2e Mon Sep 17 00:00:00 2001 From: hasan7n Date: Fri, 26 Jan 2024 13:37:12 +0100 Subject: [PATCH 06/44] define runtime env vars in one place --- Dockerfile | 2 -- mlcubes/data_preparation/project/mlcube.py | 13 ++++++++++++- mlcubes/data_preparation/project/prepare.py | 2 -- 3 files changed, 12 insertions(+), 5 deletions(-) diff --git a/Dockerfile b/Dockerfile index 1330387..b955461 100644 --- a/Dockerfile +++ b/Dockerfile @@ -92,8 +92,6 @@ RUN /nnunet_env/bin/pip install torch==1.12.1+cu102 torchvision==0.13.1+cu102 to RUN /nnunet_env/bin/pip install git+https://github.com/MIC-DKFZ/nnUNet.git@nnunetv1 -ENV nnUNet_raw_data_base="/tmp/nnUNet_raw_data_base" -ENV nnUNet_preprocessed="/tmp/nnUNet_preprocessed" ENV CUDA_VISIBLE_DEVICES="0" COPY ./mlcubes/data_preparation/project /project diff --git a/mlcubes/data_preparation/project/mlcube.py b/mlcubes/data_preparation/project/mlcube.py index 1c5b2e4..7190af1 100644 --- a/mlcubes/data_preparation/project/mlcube.py +++ b/mlcubes/data_preparation/project/mlcube.py @@ -1,7 +1,8 @@ """MLCube handler file""" +import os import typer import subprocess - +import shutil app = typer.Typer() @@ -29,9 +30,19 @@ def prepare( report_file: str = typer.Option(..., "--report_file"), metadata_path: str = typer.Option(..., "--metadata_path"), ): + # runtime env vars should be set as early as possible + tmpfolder = os.path.join(output_path, ".tmp") + os.environ["TMPDIR"] = tmpfolder + os.makedirs(tmpfolder, exist_ok=True) + os.environ["RESULTS_FOLDER"] = os.path.join(models_path, "nnUNet_trained_models") + os.environ["nnUNet_raw_data_base"] = os.path.join(tmpfolder, "nnUNet_raw_data_base") + os.environ["nnUNet_preprocessed"] = os.path.join(tmpfolder, "nnUNet_preprocessed") + cmd = f"python3 /project/prepare.py --data_path={data_path} --labels_path={labels_path} --models_path={models_path} --data_out={output_path} --labels_out={output_labels_path} --report={report_file} --parameters={parameters_file} --metadata_path={metadata_path}" exec_python(cmd) + # cleanup tmp folder + shutil.rmtree(tmpfolder, ignore_errors=True) @app.command("sanity_check") def sanity_check( diff --git a/mlcubes/data_preparation/project/prepare.py b/mlcubes/data_preparation/project/prepare.py index 754d144..57b6418 100644 --- a/mlcubes/data_preparation/project/prepare.py +++ b/mlcubes/data_preparation/project/prepare.py @@ -156,8 +156,6 @@ def init_report(args) -> pd.DataFrame: def main(): args = setup_argparser() - - os.environ["RESULTS_FOLDER"] = os.path.join(args.models, "nnUNet_trained_models") report = init_report(args) pipeline = init_pipeline(args) pipeline.run(report, args.report) From ce7b8fe9878947153b4bc22137f62d27da3a58fe Mon Sep 17 00:00:00 2001 From: hasan7n Date: Fri, 26 Jan 2024 13:37:21 +0100 Subject: [PATCH 07/44] add singularity tests --- mlcubes/data_preparation/mlcube/tests_sing.sh | 62 +++++++++++++++++++ 1 file changed, 62 insertions(+) create mode 100644 mlcubes/data_preparation/mlcube/tests_sing.sh diff --git a/mlcubes/data_preparation/mlcube/tests_sing.sh b/mlcubes/data_preparation/mlcube/tests_sing.sh new file mode 100644 index 0000000..df9762c --- /dev/null +++ b/mlcubes/data_preparation/mlcube/tests_sing.sh @@ -0,0 +1,62 @@ + +DATA=./workspace/data + +run() { +mlcube run --mlcube ./mlcube.yaml --task prepare --network=none --mount=ro --platform=singularity \ + report_file=report/report.yaml \ + labels_path=input_data \ + -Psingularity.run_args="-nce" +} + +run_other() { +mlcube run --mlcube ./mlcube.yaml --task sanity_check --network=none --mount=ro --platform=singularity \ + -Psingularity.run_args="-nce" + + +mlcube run --mlcube ./mlcube.yaml --task statistics --network=none --mount=ro --platform=singularity \ + output_path=statistics/statistics.yaml \ + -Psingularity.run_args="-nce" + +} + +STARTTIME=$(date +%s.%N) + + +run + +# manual review +cp $DATA/tumor_extracted/DataForQC/AAAC_1/2008.03.31/TumorMasksForQC/AAAC_1_2008.03.31_tumorMask_model_0.nii.gz \ + $DATA/tumor_extracted/DataForQC/AAAC_1/2008.03.31/TumorMasksForQC/finalized/AAAC_1_2008.03.31_tumorMask_model_0.nii.gz + +cp $DATA/tumor_extracted/DataForQC/AAAC_1/2012.01.02/TumorMasksForQC/AAAC_1_2012.01.02_tumorMask_model_0.nii.gz \ + $DATA/tumor_extracted/DataForQC/AAAC_1/2012.01.02/TumorMasksForQC/finalized/AAAC_1_2012.01.02_tumorMask_model_0.nii.gz + +cp $DATA/tumor_extracted/DataForQC/AAAC_2/2001.01.01/TumorMasksForQC/AAAC_2_2001.01.01_tumorMask_model_0.nii.gz \ + $DATA/tumor_extracted/DataForQC/AAAC_2/2001.01.01/TumorMasksForQC/finalized/AAAC_2_2001.01.01_tumorMask_model_0.nii.gz +# end manual review + +run & +PID=$! + +# prompt response +BREAK=0 +while [ $BREAK -eq "0" ] +do +if [ -f $DATA/".prompt.txt" ]; + then BREAK=1; +else + sleep 0.1s; +fi + +done + +echo -n "y" >> $DATA/.response.txt +# end prompt response + +wait ${PID} + +ENDTIME=$(date +%s.%N) +DIFF=$(echo "$ENDTIME - $STARTTIME" | bc) +echo $DIFF + +run_other \ No newline at end of file From 8b93a14518cffdadca8246105ee0926bd8ed9a40 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Fri, 26 Jan 2024 16:12:27 -0500 Subject: [PATCH 08/44] Write RANO Federation instructions --- docs/_config.yaml | 4 +- docs/assets/img/rano_docker.png | Bin 0 -> 99043 bytes docs/assets/img/rano_fig1.png | Bin 0 -> 134042 bytes docs/assets/img/rano_fig2.png | Bin 0 -> 174914 bytes docs/assets/img/rano_fig3.png | Bin 0 -> 105754 bytes docs/assets/img/rano_fig4.png | Bin 0 -> 298410 bytes docs/assets/img/rano_fig5.png | Bin 0 -> 33980 bytes docs/assets/img/rano_fig6.png | Bin 0 -> 183896 bytes docs/assets/img/rano_fig7.png | Bin 0 -> 78308 bytes docs/assets/img/rano_fig8.png | Bin 0 -> 112588 bytes docs/assets/img/rano_fig9.png | Bin 0 -> 70134 bytes docs/rano_federation.md | 415 ++++++++++++++++++++++++++++++++ 12 files changed, 418 insertions(+), 1 deletion(-) create mode 100644 docs/assets/img/rano_docker.png create mode 100644 docs/assets/img/rano_fig1.png create mode 100644 docs/assets/img/rano_fig2.png create mode 100644 docs/assets/img/rano_fig3.png create mode 100644 docs/assets/img/rano_fig4.png create mode 100644 docs/assets/img/rano_fig5.png create mode 100644 docs/assets/img/rano_fig6.png create mode 100644 docs/assets/img/rano_fig7.png create mode 100644 docs/assets/img/rano_fig8.png create mode 100644 docs/assets/img/rano_fig9.png create mode 100644 docs/rano_federation.md diff --git a/docs/_config.yaml b/docs/_config.yaml index 25e6133..276a682 100644 --- a/docs/_config.yaml +++ b/docs/_config.yaml @@ -12,4 +12,6 @@ navigation: - title: Extras url: extras - title: ITCR Connectivity - url: itcr_connectivity \ No newline at end of file + url: itcr_connectivity + - title: RANO Federation + url: rano_federation \ No newline at end of file diff --git a/docs/assets/img/rano_docker.png b/docs/assets/img/rano_docker.png new file mode 100644 index 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zmr0+uLfP+iG-{K5mC%~MQhecSM?}S?oc67UmJ)!5>tBXm)0+?kw`rGf+4|g<0Yy35 zHHoZd$j52Q+_R9Vcn<>0s@_NtSs%>drHkHp6tgSAol`+>@>}riPwV4>_>m>hs0{#) z+6238uhzFxuD&-?kfr|1B1L}3NnGJ(dgG&_|I(XO|IgASjOMBemf8K^q#%~&Pf7pf wPKNs;9;b;YkQOLDjeq%2Ae&M0dH-mjAl27H+DICOM files (before any coregistration or skull-stripping), non-preprocessed NIfTI files (before any coregistration or skull-stripping), or fully preprocessed, coregistered, skullstripped NIfTI files. + +Several different data structures are currently supported. Please ensure your data follows one of these possible folder structures before continuing: + +### DICOM Data (STRONGLY PREFERRED) + +The data preparation process can handle DICOM images that have not been co-registered nor skull-stripped.For this, your data needs to follow a folder hierarchy where images are separated by `//` + +**Please note:** Series-level folders must use the following abbreviations: t2f (T2-weighted FLAIR), t1n (T1-weighted non-contrast), t1c (T1-weighted with contrast), and t2w (T2-weighted). For more information about the required series, please [refer to the FeTS 2.0 manual](https://docs.google.com/document/d/1DVyGJBOBR-B_7uDRMp9Cnkj6pIXosgzCZa-qQS-olTc/edit#heading=h.ctr3ehc5ev9c). PatientID and Timepoint must be unique between and within patients, respectively, and Timepoint should be sortable into chronologic order. +``` +. +├──AAAC_0 +│ ├──2008.03.30 +│ │ ├──t2f +│ │ │ ├──t2_Flair_axial-2_echo1_S0002_I000001.dcm +│ │ │ └──... +│ │ ├──t1n +│ │ │ ├──t1_axial-3_echo1_S0003_I000001.dcm +│ │ │ └──... +│ │ ├──t1c +│ │ │ ├──t1_axial_stealth-post-14_echo1_S0014_I000001.dcm +│ │ │ └──... +│ │ └──t2w +│ │ │ ├──T2_SAG_SPACE-4_echo1_S0004_I000001.dcm +│ │ │ └──... +``` +### Non-Preprocessed NIfTI Data + +Although DICOM data is strongly preferred, the Data preparation pipeline supports NIfTI files that are not yet co-registered nor skull-stripped. For the data preparation procedure to handle this scenario, a strict folder structure and naming convention must be followed. Please ensure your NIfTI files are contained in a `/` folder structure, and that each NIfTI image is named as `.nii.gz`. Please note, this workaround should only be used if you no longer have access to the original DICOM data! +``` +. +├──AAAC_0 +│ ├──2008.03.30 +│ │ ├──t1c.nii.gz +│ │ ├──t1n.nii.gz +│ │ ├──t2f.nii.gz +│ │ └──t2w.nii.gz +│ ├──2008.12.17 +│ │ ├──t1c.nii.gz +│ │ ├──t1n.nii.gz +│ │ ├──t2f.nii.gz +│ │ └──t2w.nii.gz +``` + +### Co-Registered and Skull-Stripped NIfTI Data + +Additional to non-preprocessed NIfTI files, the Data preparation process supports NIfTI images that have already been previously prepared such that the data are co-registered to each other, in the SRI atlas space, and the skull of the patient is removed such that only the brain is present. For these cases to be identified, a strict naming convention must be followed, where each NiFTI file is named as `__brain_.nii.gz`. Please note, this workaround should only be used if you no longer have access to the original DICOM data! +``` +. +├──AAAC_0 +│ ├──2008.03.30 +│ │ ├──AAAC_0_2008.03.30_brain_t1c.nii.gz +│ │ ├──AAAC_0_2008.03.30_brain_t1n.nii.gz +│ │ ├──AAAC_0_2008.03.30_brain_t2f.nii.gz +│ │ └──AAAC_0_2008.03.30_brain_t2w.nii.gz +│ ├──2008.12.17 +│ │ ├──AAAC_0_2008.12.17_brain_t1c.nii.gz +│ │ ├──AAAC_0_2008.12.17_brain_t1n.nii.gz +│ │ ├──AAAC_0_2008.12.17_brain_t2f.nii.gz +│ │ └──AAAC_0_2008.12.17_brain_t2w.nii.gz +``` +A folder hierarchy of `PatientID/Timepoint` is preferred, but the pipeline also correctly handles structures where all timepoints are combined for a given patient. +``` +. +├──AAAC_0 +│ ├──2008.03.30 +│ │ ├──AAAC_0_2008.03.30_brain_t1c.nii.gz +│ │ ├──AAAC_0_2008.03.30_brain_t1n.nii.gz +│ │ ├──AAAC_0_2008.03.30_brain_t2f.nii.gz +│ │ └──AAAC_0_2008.03.30_brain_t2w.nii.gz +│ │ ├──AAAC_0_2008.12.17_brain_t1c.nii.gz +│ │ ├──AAAC_0_2008.12.17_brain_t1n.nii.gz +│ │ ├──AAAC_0_2008.12.17_brain_t2f.nii.gz +│ │ └──AAAC_0_2008.12.17_brain_t2w.nii.gz +``` + +### Co-Registered and Skull-Stripped NiFTI with accompanying tumor segmentation + +Lastly, the pipeline can also handle cases where brain-isolated NiFTI images are provided, along with a tumor segmentation mask. Additional to all requirements specified for Skull-stripped NiFTIs, the tumor segmentation must follow a strict naming convention as well, of `__final_seg.nii.gz`. + +**Note:** The data preparation pipeline will assume the tumor segmentation to have already been manually corrected, but you will have the opportunity to make further modifications if needed as explained in the **manual annotations** section. +``` +. +├──AAAC_0 +│ ├──2008.03.30 +│ │ ├──AAAC_0_2008.03.30_brain_t1c.nii.gz +│ │ ├──AAAC_0_2008.03.30_brain_t1n.nii.gz +│ │ ├──AAAC_0_2008.03.30_brain_t2f.nii.gz +│ │ ├──AAAC_0_2008.03.30_brain_t2w.nii.gz +│ │ └──AAAC_0_2008.03.30_final_seg.nii.gz # Segmentation mask +``` + +[Back To Top ↑](#table-of-contents) + +## Setting up MedPerf + +1. Download or Clone the MedPerf branch for this MLCube + + This command will download / clone the MedPerf package to the local machine and this will be used to build the MLCube. It is recommended to run this command in your user/home directory. + ``` + git clone --branch data-prep-manual-steps https://github.com/aristizabal95/medperf-2 ./medperf + cd medperf + ``` +

+ Figure 1 +
Figure 1. MedPerf GitHub repository. This repository can be downloaded or cloned to the work machine.
+
+ +2. Installing MedPerf Package + + MedPerf is best installed using a virtual environment. We recommend using Anaconda. Anaconda installation instructions can be found here: [https://docs.anaconda.com/free/anaconda/install/index.html](https://docs.anaconda.com/free/anaconda/install/index.html). If you prefer not to install Anaconda (not recommended), then ensure that you have python 3.9x with pip and skip to step 3. + + - Using Anaconda, create a virtual environment named MedPerf-env with the following command: + ``` + conda create -n MedPerf-env python=3.9 + ``` + + - Now we will activate the created environment so that we can use it. From the above step, we have created an environment named 'MedPerf-env'. The following command will activate the environment: + ``` + conda activate MedPerf-env + ``` + +3. Install the latest version of MedPerf from source. This can be done by running the below command inside the MedPerf folder. +``` +pip install -e ./cli +``` + +1. Verify the Installation, Check the version of the MedPerf package that was installed. The expected output is: MedPerf version x.x.x +``` +MedPerf --version +``` + +1. Create a MedPerf account if you do not already have one. Keep in mind that the MedPerf team must give you clearance before you can create your user account. If you're having trouble signing up, please contact the MedPerf team. + + Navigate to [https://www.MedPerf.org/](https://www.MedPerf.org/) and click the "Sign Up" link in the top right. Enter your email, and verify using the code sent to your email address. + +2. Log into the MedPerf CLI with your MedPerf account + + This step is required for logging into the MedPerf server. You can log in on your CLI with + ``` + MedPerf auth login + ``` + + When prompted, enter the email address associated with your MedPerf account. Next, follow the link in your terminal, confirm that the code is correct, and log in to your MedPerf account. You will once again verify using a code sent to your email address. Once login and verification is complete, the terminal output should say: Done! You may need to authenticate again in the future after a timeout period. + +### Set up your MedPerf profile + +Depending on your configuration, you may need to modify your MedPerf profile so that it uses your containerization tool and the desired number of GPUs. MedPerf by default uses Docker, and runs without GPUs specified. The following are commands that you can use to change these default settings to your needs. + +#### Setting Singularity as the default container runner + +If you have decided to use Singularity instead of Docker, you need to define that as your default container runner on MedPerf. You can do so easily by running the following command +``` +MedPerf profile set --platform=singularity +``` + +#### Setting the number of GPUs + +If you desire to work with a GPU, the best approach would be to set it by default on MedPerf. You can do so by running the following command +``` +MedPerf profile set --gpus=0 +``` + +The values accepted by the gpus flag are: + +- `--gpus=all` to expose all GPUs to the container +- `--gpus=` to specify the GPU count visible to the container (e.g., `--gpus=3` will expose three GPUs) +- `--gpus="device="` to specify a specific GPU to be exposed to the container (e.g., `--gpus="device=1"` will expose GPU of ID #1) + +**Note:** We recommend just assigning one GPU to reduce the chance of failure due to incompatible GPU images. The Data Preparation procedure will only use one GPU even if multiple are exposed, so there's no real benefit in exposing more. + +You can verify your profile configuration by running the following command +``` +MedPerf profile view +``` + +Please ensure the platform and GPUs value are assigned properly before you proceed. + +[Back To Top ↑](#table-of-contents) + +## Executing the Data Preparation Procedure + +To aid in the process of data labeling and preparation, an MLCube has been provided to streamline and automate most of the workflow. This MLCube will execute the following transformations to the input data: + +- **NiFTI Conversion:** The input data, if it is in DICOM, will be converted into NiFTI ensuring that it is oriented correctly. +- **Skull Stripping:** NiFTI images will be processed by an ensemble of brain-mask segmentation models to remove the skull from the scans. +- **Baseline Tumor Segmentation:** An ensemble of tumor segmentation models have been provided to aid in the creation of labels for the data. This baseline segmentation should accelerate the manual labeling process. +- **Manual review of segmentations:** The MLCube provides the required logic to wait for a manual review process to be done on the segmentations before proceeding. +- **Split creation:** After all the data and labels have been processed correctly, splits for training and validation are automatically generated. + +### Preparation with MedPerf + +**Requirements:** + +On linux systems, make sure to start Docker using the following command: +``` +sudo systemctl start docker +``` + +**Start the data preparation procedure with MedPerf.** + +To start the Data Preparation MLCube, you must first register your dataset. This can be done with the MedPerf dataset submit command. You must provide the location of your data and labels (in this case the labels path should point to the same data path). The data path should point to the folder where your subject/timepoints folders are located. This folder should contain one of the folder structures [explained previously](#_heading=h.emknfj8yheyw). Additionally, you need to specify a unique name for your data no longer than 20 characters, a description no longer than 20 characters and the location of origin of your dataset. The specificity of the dataset location is left to the user, as to what level of detail they feel comfortable sharing. The location field may be used in the future to run location-based analyses. + +**Note:** Running this command will trigger the Data Preparation MLCube download to verify the integrity and correctness of the image and associated assets. This could take a while depending on your internet connection. If you're using Singularity expect extra delays (~15 minutes) due to image conversion. + +After submitting your dataset, you can get your dataset ID with `medperf dataset ls`. The dataset ID is a unique number that identifies the previously submitted dataset (e.g. 24, 32, etc). Lastly, start the execution with MedPerf dataset prepare by providing the dataset ID. + +**Note:** **No image or subject data is being shared by registering your dataset or any other MedPerf command in this document**. Any aggregate metadata regarding your dataset, for example % completion of the dataset preparation, will only be sent with your explicit permission, which will be requested at each relevant instance. +``` +medperf dataset submit -p 98 -d -l --name --description "" --location "" +medperf dataset ls --mine # retrieve your dset_ID with this command +medperf dataset prepare -d +``` + +When you start your preparation, MedPerf will continuously report back to the server with progress summaries, indicating what proportion of the dataset being prepared is at a given stage, and whether the preparation process is on-going or failed. **This will only be sent with the explicit approval of the user** , which is asked for right after executing the command. + +![Figure 2](assets/img/rano_fig2.png) +*Figure 2. Manual for MedPerf dataset create. This figure shows the options for MedPerf dataset create.* + +### Monitoring tool + +An additional tool has been implemented to simplify and streamline most of the processes related to preparing your dataset. This tool is called the **rano monitoring tool**. It provides a terminal UI that can be launched locally or through ssh, and that will provide real-time updates of your dataset, as well as instructions on how to proceed at every step of the data preparation process. + +On a separate terminal window, install prerequisites and run the monitoring tool. Figure 3. shows the monitoring tool for a given dataset. + +Figure 4. shows the monitoring of the data preparation process on the terminal. +``` +cd path/to/MedPerf # CD to the MedPerf repo retrieved previously +pip install -e scripts/monitor +rano-monitor -d +``` + ![Figure 3](assets/img/rano_fig3.png) +*Figure 3. Summary from monitoring tool. The summary statistics shows the progress for the command, 'MedPerf dataset prepare'.* + + ![Figure 4](assets/img/rano_fig4.png) +*Figure 4. Monitoring data preparation process. This image shows the execution of the data preparation MLCube on the terminal.* + +1. ### Checking the state of your data + + The following are some guidelines to keep in mind while preparing the dataset + + - #### Handling interruption + If the processing gets interrupted (by either being idle for too long, quitting the process or stopping the machine, you can resume it by running the same MedPerf dataset creation command as step 7. + ``` + MedPerf dataset prepare -d + ``` + + - #### Handling data changes + If subjects need to be modified, added or removed, you can do so from within the input data folder, which in this case is . Additionally, you may invalidate subjects that should not be part of your data after examination by clicking the "invalidate" button on the subject view (Figure 5). + + ![Figure 5](assets/img/rano_fig5.png) + *Figure 5. Helper tools for managing and annotating subjects.* + +2. ### Manual annotations +During the data preparation phase, there will come a time where user intervention is needed. This is indicated by the "Manual Review Required" stage within the monitoring tool, as shown within figure 6. This stage requires the user to inspect the baseline tumor segmentation files and make changes if necessary to ensure high quality segmentations for the training procedure. In certain scenarios, the user might need to modify the brain mask generated by the skull-stripping procedure. The monitoring tool is equipped with multiple helpers for handling manual annotation. + + ![Figure 6](assets/img/rano_fig6.png) + *Figure 6. Monitoring tool used for tracking the segmentation. Subjects whose state recently changed are highlighted with yellow within the subject list.* + + - #### On-device Annotations + In the scenarios where the user has access to ITK Snap within the same machine as where the data preparation procedure is taking place, the monitoring tool provides buttons for automatically opening the tumor segmentation and/or brain mask. You may use these buttons to make the necessary changes to your data. Once annotations are complete, you may press the Finalize button to complete the process with the given subject (Figure 5). + + - #### Mounted-drive Annotations + In scenarios where the user doesn't have access to ITK Snap within the same machine as where the data preparation procedure is taking place, an option is to mount the MedPerf storage directory remotely to a machine that does have access to this program. You may usually find the MedPerf dataset storage at the following path: + ``` + ~/.medperf/data/api_medperf_org/ + ``` + Then, within the machine that has access to ITK Snap, you can start the monitoring tool by passing the path to the dataset in question. + ``` + rano-monitor -d //.medperf/data/api_medperf_org/ + ``` + This will start the monitoring window as normal, and you will be able to do the manual annotations as described on section 2.b + + - #### Remote Annotation through tarball files + If mounting a remote drive is not a viable option, the monitoring tool allows you to work with tarball files for the manual review procedure. For this, within the "SUMMARY" view is a button for packaging all the subjects that are ready for review inside a tarball file "review_cases.tar.gz". Using this file, you can move it to a machine that has access to ITK Snap and start the monitor tool there, passing the path to the tarball file + ``` + rano-monitor -d path/to/review_cases.tar.gz + ``` + This will open a simplified view of the monitoring tool, in which you may find the same helper buttons for reviewing tumor segmentations and brain masks (Figure 7). + + ![Figure 7](assets/img/rano_fig7.png) + *Figure 7. Monitoring tool for tarball annotation* + + Once you're done reviewing your data, you can finally press the "Package cases" button to create a new tarball file containing the revised segmentations. Placing this file within the remote machine, at the location where the monitor tool is running, will immediately load the data and send it to the correct locations for continuing the data preparation process. + + Manual review is required for every subject within your dataset, and the data preparation pipeline will not proceed until that is the case. + + When all subjects have been reviewed, confirm the dataset looks okay by answering the pop-up from within the monitoring tool. + + ![Figure 8](assets/img/rano_fig8.png) + *Figure 8. Review confirmation message.* + +3. ### Completion Message +If everything went smoothly, the dataset should be prepared. All subjects should indicate they're DONE within the report. Figure 9. shows the completion message, once the data preparation MLCube is completed. + +![Figure 9](assets/img/rano_fig9.png) +*Figure 9. Completion message for the Data preparation MLCube.* + +[Back To Top ↑](#table-of-contents) + +# Additional Information + +## Updating MedPerf + +During the preparation phase, there might be a need for users to update MedPerf. This might be because of bug fixes or features that might aid with the preparation process. If you're ever requested to update your MedPerf installation, please follow the next steps: +``` +cd path/to/MedPerf # CD to the MedPerf repo retrieved previously +git pull +pip install --force-reinstall -e ./cli +rm ~/mlcube.yaml +``` +[Back To Top ↑](#table-of-contents) \ No newline at end of file From b83904bef55697cfcc4e2bf2ad25ff2f2d8287c4 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Wed, 31 Jan 2024 18:01:23 -0500 Subject: [PATCH 09/44] Handle IndexError for non-prep niftis --- src/applications/PrepareDataset.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/applications/PrepareDataset.py b/src/applications/PrepareDataset.py index 2edef44..b14ac5b 100644 --- a/src/applications/PrepareDataset.py +++ b/src/applications/PrepareDataset.py @@ -111,7 +111,7 @@ def _get_relevant_dicom_tags(filename: str) -> dict: } for key in keys_to_extract: output_dict[keys_to_extract[key]] = series_reader.GetMetaData(0, key) - except RuntimeError as e: + except (RuntimeError, IndexError) as e: # print( # f"WARNING: Could not read DICOM tags from {input_dicom_dir}.", # ) From 987daf1cb81a2988aef54a2a3ed446aebf68a831 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Fri, 16 Feb 2024 10:19:12 -0500 Subject: [PATCH 10/44] Move model execution to subprocesses to eliminate memleak --- mlcubes/data_preparation/project/prepare.py | 1 - .../project/stages/extract.py | 34 +--- .../project/stages/extract_nnunet.py | 110 +----------- .../project/stages/extract_nnunet_sp.py | 169 ++++++++++++++++++ .../project/stages/extract_sp.py | 48 +++++ 5 files changed, 228 insertions(+), 134 deletions(-) create mode 100644 mlcubes/data_preparation/project/stages/extract_nnunet_sp.py create mode 100644 mlcubes/data_preparation/project/stages/extract_sp.py diff --git a/mlcubes/data_preparation/project/prepare.py b/mlcubes/data_preparation/project/prepare.py index 57b6418..f76263e 100644 --- a/mlcubes/data_preparation/project/prepare.py +++ b/mlcubes/data_preparation/project/prepare.py @@ -103,7 +103,6 @@ def init_pipeline(args): nifti_data_out, INTERIM_FOLDER, # loop, - "extract_brain", BRAIN_STAGE_STATUS, ) tumor_extract_proc = ExtractNnUNet( diff --git a/mlcubes/data_preparation/project/stages/extract.py b/mlcubes/data_preparation/project/stages/extract.py index c898739..8b419ec 100644 --- a/mlcubes/data_preparation/project/stages/extract.py +++ b/mlcubes/data_preparation/project/stages/extract.py @@ -4,9 +4,10 @@ import os import shutil import traceback +import subprocess from .row_stage import RowStage -from .PrepareDataset import Preparator, FINAL_FOLDER +from .PrepareDataset import FINAL_FOLDER from .utils import update_row_with_dict, get_id_tp, md5_file @@ -18,8 +19,6 @@ def __init__( subpath: str, prev_stage_path: str, prev_subpath: str, - # pbar: tqdm, - func_name: str, status_code: int, extra_labels_path=[], ): @@ -30,18 +29,15 @@ def __init__( self.prev_path = prev_stage_path self.prev_subpath = prev_subpath os.makedirs(self.out_path, exist_ok=True) - self.prep = Preparator(data_csv, out_path, "BraTSPipeline") - self.func_name = func_name - self.func = getattr(self.prep, func_name) - self.pbar = tqdm() self.failed = False self.exception = None self.__status_code = status_code self.extra_labels_path = extra_labels_path + print(self.extra_labels_path) @property def name(self) -> str: - return self.func_name.replace("_", " ").capitalize() + return "Extract brain" @property def status_code(self) -> str: @@ -72,21 +68,12 @@ def execute( Returns: pd.DataFrame: Updated report dataframe """ - self.__prepare_exec() self.__copy_case(index) self._process_case(index) report, success = self.__update_state(index, report) - self.prep.write() return report, success - def __prepare_exec(self): - # Reset the file contents for errors - open(self.prep.stderr_log, "w").close() - - # Update the out dataframes to current state - self.prep.read() - def __get_paths(self, index: Union[str, int], path: str, subpath: str): id, tp = get_id_tp(index) data_path = os.path.join(path, self.data_subpath, id, tp) @@ -101,14 +88,11 @@ def __copy_case(self, index: Union[str, int]): def _process_case(self, index: Union[str, int]): id, tp = get_id_tp(index) - df = self.prep.subjects_df - row_search = df[(df["SubjectID"] == id) & (df["Timepoint"] == tp)] - if len(row_search) > 0: - row = row_search.iloc[0] - else: - # Most probably this case was semi-prepared. Mock a row - row = pd.Series({"SubjectID": id, "Timepoint": tp, "T1": "", "T1GD": "", "T2": "", "FLAIR": ""}) - self.func(row, self.pbar) + cmd = f'python3 -m project.stages.extract_sp --input-csv={self.data_csv} --output-dir={self.out_path} --subject-id={id} --timepoint={tp}' + + # Run command as a subprocess to avoid memory leaks + subprocess.run(cmd.split(), check=True) + # self.func(row, self.pbar) def __hide_paths(self, hide_paths): for path in hide_paths: diff --git a/mlcubes/data_preparation/project/stages/extract_nnunet.py b/mlcubes/data_preparation/project/stages/extract_nnunet.py index 3ef95e2..525031b 100644 --- a/mlcubes/data_preparation/project/stages/extract_nnunet.py +++ b/mlcubes/data_preparation/project/stages/extract_nnunet.py @@ -12,7 +12,6 @@ from .extract import Extract from .PrepareDataset import ( - Preparator, FINAL_FOLDER, generate_tumor_segmentation_fused_images, save_screenshot, @@ -61,7 +60,6 @@ def __init__( self.prev_path = prev_stage_path self.prev_subpath = prev_subpath os.makedirs(self.out_path, exist_ok=True) - self.prep = Preparator(data_csv, out_path, "BraTSPipeline") self.pbar = tqdm() self.failed = False self.exception = None @@ -77,111 +75,7 @@ def name(self) -> str: def status_code(self) -> str: return self.__status_code - def __get_models(self): - models_path = os.path.join(os.environ["RESULTS_FOLDER"], "nnUNet", "3d_fullres") - return os.listdir(models_path) - - def __get_mod_order(self, model): - order_path = os.path.join(os.environ["RESULTS_FOLDER"], os.pardir, "nnUNet_modality_order", model, "order") - with open(order_path, "r") as f: - order_str = f.readline() - # remove 'order = ' from the splitted list - modalities = order_str.split()[2:] - modalities = [MODALITY_MAPPING[mod] for mod in modalities] - return modalities - - def __prepare_case(self, path, id, tp, order): - tmp_subject = f"{id}-{tp}" - tmp_path = os.path.join(path, "tmp-data") - tmp_subject_path = os.path.join(tmp_path, tmp_subject) - tmp_out_path = os.path.join(path, "tmp-out") - shutil.rmtree(tmp_path, ignore_errors=True) - shutil.rmtree(tmp_out_path, ignore_errors=True) - os.makedirs(tmp_subject_path) - os.makedirs(tmp_out_path) - in_modalities_path = os.path.join(path, "DataForFeTS", id, tp) - input_modalities = {} - for modality_file in os.listdir(in_modalities_path): - if not modality_file.endswith(".nii.gz"): - continue - modality = modality_file[:-7].split("_")[-1] - norm_mod = MODALITY_MAPPING[modality] - mod_idx = order.index(norm_mod) - mod_idx = str(mod_idx).zfill(4) - - out_modality_file = f"{tmp_subject}_{mod_idx}.nii.gz" - in_file = os.path.join(in_modalities_path, modality_file) - out_file = os.path.join(tmp_subject_path, out_modality_file) - input_modalities[MODALITY_VARIANTS[modality]] = in_file - shutil.copyfile(in_file, out_file) - - return tmp_subject_path, tmp_out_path, input_modalities - - def __run_model(self, model, data_path, out_path): - # models are named Task_..., where is always 3 numbers - task_id = model[4:7] - cmd = f"{self.nnunet_executable} -i {data_path} -o {out_path} -t {task_id}" - print(cmd) - print(os.listdir(data_path)) - start = time.time() - subprocess.call(cmd, shell=True) - end = time.time() - total_time = end - start - print(f"Total time elapsed is {total_time} seconds") - - def __finalize_pred(self, tmp_out_path, out_pred_filepath): - # We assume there's only one file in out_path - pred = None - for file in os.listdir(tmp_out_path): - if file.endswith(".nii.gz"): - pred = file - - if pred is None: - raise RuntimeError("No tumor segmentation was found") - - pred_filepath = os.path.join(tmp_out_path, pred) - shutil.move(pred_filepath, out_pred_filepath) - return out_pred_filepath - def _process_case(self, index: Union[str, int]): id, tp = get_id_tp(index) - subject_id = f"{id}_{tp}" - models = self.__get_models() - outputs = [] - images_for_fusion = [] - out_path = os.path.join(self.out_path, "DataForQC", id, tp) - out_pred_path = os.path.join(out_path, "TumorMasksForQC") - os.makedirs(out_pred_path, exist_ok=True) - for i, model in enumerate(models): - order = self.__get_mod_order(model) - tmp_data_path, tmp_out_path, input_modalities = self.__prepare_case( - self.out_path, id, tp, order - ) - out_pred_filepath = os.path.join( - out_pred_path, f"{id}_{tp}_tumorMask_model_{i}.nii.gz" - ) - self.__run_model(model, tmp_data_path, tmp_out_path) - output = self.__finalize_pred(tmp_out_path, out_pred_filepath) - outputs.append(output) - images_for_fusion.append(sitk.ReadImage(output, sitk.sitkUInt8)) - - # cleanup - shutil.rmtree(tmp_data_path, ignore_errors=True) - shutil.rmtree(tmp_out_path, ignore_errors=True) - - fused_outputs = generate_tumor_segmentation_fused_images( - images_for_fusion, out_pred_path, subject_id - ) - outputs += fused_outputs - - for output in outputs: - # save the screenshot - tumor_mask_id = os.path.basename(output).replace(".nii.gz", "") - save_screenshot( - input_modalities, - os.path.join( - out_path, - f"{tumor_mask_id}_summary.png", - ), - output, - ) + cmd = f"python3 -m project.stages.extract_nnunet_sp --input-csv={self.data_csv} --output-dir={self.out_path} --subject-id={id} --timepoint={tp} --exec={self.nnunet_executable}" + subprocess.run(cmd.split(), check=True) \ No newline at end of file diff --git a/mlcubes/data_preparation/project/stages/extract_nnunet_sp.py b/mlcubes/data_preparation/project/stages/extract_nnunet_sp.py new file mode 100644 index 0000000..d7c579b --- /dev/null +++ b/mlcubes/data_preparation/project/stages/extract_nnunet_sp.py @@ -0,0 +1,169 @@ + +import os +import argparse +import pandas as pd +import shutil +from tqdm import tqdm +import SimpleITK as sitk +from .PrepareDataset import ( + generate_tumor_segmentation_fused_images, + save_screenshot, +) +import subprocess +import time + + +MODALITY_MAPPING = { + "t1c": "t1c", + "t1ce": "t1c", + "t1": "t1n", + "t1n": "t1n", + "t2": "t2w", + "t2w": "t2w", + "t2f": "t2f", + "flair": "t2f", +} + +MODALITY_VARIANTS = { + "t1c": "T1GD", + "t1ce": "T1GD", + "t1": "T1", + "t1n": "T1", + "t2": "T2", + "t2w": "T2", + "t2f": "FLAIR", + "flair": "FLAIR", +} + +def setup_argparser(): + parser = argparse.ArgumentParser("MedPerf Brain Extraction") + parser.add_argument( + "--input-csv", dest="input_csv", type=str, help="Path to input csv" + ) + parser.add_argument( + "--output-dir", dest="output_dir", type=str, help="Output path" + ) + parser.add_argument( + "--subject-id", dest="id", type=str, help="subject id" + ) + parser.add_argument( + "--timepoint", dest="tp", type=str, help="timepoint" + ) + parser.add_argument( + "--exec", dest="nnunet_executable", type=str, help="path to the nnunet executable" + ) + + return parser + +def get_models(): + models_path = os.path.join(os.environ["RESULTS_FOLDER"], "nnUNet", "3d_fullres") + return os.listdir(models_path) + +def get_mod_order(model): + order_path = os.path.join(os.environ["RESULTS_FOLDER"], os.pardir, "nnUNet_modality_order", model, "order") + with open(order_path, "r") as f: + order_str = f.readline() + # remove 'order = ' from the splitted list + modalities = order_str.split()[2:] + modalities = [MODALITY_MAPPING[mod] for mod in modalities] + return modalities + +def prepare_case(path, id, tp, order): + tmp_subject = f"{id}-{tp}" + tmp_path = os.path.join(path, "tmp-data") + tmp_subject_path = os.path.join(tmp_path, tmp_subject) + tmp_out_path = os.path.join(path, "tmp-out") + shutil.rmtree(tmp_path, ignore_errors=True) + shutil.rmtree(tmp_out_path, ignore_errors=True) + os.makedirs(tmp_subject_path) + os.makedirs(tmp_out_path) + in_modalities_path = os.path.join(path, "DataForFeTS", id, tp) + input_modalities = {} + for modality_file in os.listdir(in_modalities_path): + if not modality_file.endswith(".nii.gz"): + continue + modality = modality_file[:-7].split("_")[-1] + norm_mod = MODALITY_MAPPING[modality] + mod_idx = order.index(norm_mod) + mod_idx = str(mod_idx).zfill(4) + + out_modality_file = f"{tmp_subject}_{mod_idx}.nii.gz" + in_file = os.path.join(in_modalities_path, modality_file) + out_file = os.path.join(tmp_subject_path, out_modality_file) + input_modalities[MODALITY_VARIANTS[modality]] = in_file + shutil.copyfile(in_file, out_file) + + return tmp_subject_path, tmp_out_path, input_modalities + +def run_model(model, data_path, out_path, nnunet_executable): + # models are named Task_..., where is always 3 numbers + task_id = model[4:7] + cmd = f"{nnunet_executable} -i {data_path} -o {out_path} -t {task_id}" + print(cmd) + print(os.listdir(data_path)) + start = time.time() + subprocess.call(cmd, shell=True) + end = time.time() + total_time = end - start + print(f"Total time elapsed is {total_time} seconds") + +def finalize_pred(tmp_out_path, out_pred_filepath): + # We assume there's only one file in out_path + pred = None + for file in os.listdir(tmp_out_path): + if file.endswith(".nii.gz"): + pred = file + + if pred is None: + raise RuntimeError("No tumor segmentation was found") + + pred_filepath = os.path.join(tmp_out_path, pred) + shutil.move(pred_filepath, out_pred_filepath) + return out_pred_filepath + +def main(): + args = setup_argparser().parse_args() + id, tp = args.id, args.tp + subject_id = f"{id}_{tp}" + models = get_models() + outputs = [] + images_for_fusion = [] + out_path = os.path.join(args.output_dir, "DataForQC", id, tp) + out_pred_path = os.path.join(out_path, "TumorMasksForQC") + os.makedirs(out_pred_path, exist_ok=True) + for i, model in enumerate(models): + order = get_mod_order(model) + tmp_data_path, tmp_out_path, input_modalities = prepare_case( + args.output_dir, id, tp, order + ) + out_pred_filepath = os.path.join( + out_pred_path, f"{id}_{tp}_tumorMask_model_{i}.nii.gz" + ) + run_model(model, tmp_data_path, tmp_out_path, args.nnunet_executable) + output = finalize_pred(tmp_out_path, out_pred_filepath) + outputs.append(output) + images_for_fusion.append(sitk.ReadImage(output, sitk.sitkUInt8)) + + # cleanup + shutil.rmtree(tmp_data_path, ignore_errors=True) + shutil.rmtree(tmp_out_path, ignore_errors=True) + + fused_outputs = generate_tumor_segmentation_fused_images( + images_for_fusion, out_pred_path, subject_id + ) + outputs += fused_outputs + + for output in outputs: + # save the screenshot + tumor_mask_id = os.path.basename(output).replace(".nii.gz", "") + save_screenshot( + input_modalities, + os.path.join( + out_path, + f"{tumor_mask_id}_summary.png", + ), + output, + ) + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/mlcubes/data_preparation/project/stages/extract_sp.py b/mlcubes/data_preparation/project/stages/extract_sp.py new file mode 100644 index 0000000..584cb95 --- /dev/null +++ b/mlcubes/data_preparation/project/stages/extract_sp.py @@ -0,0 +1,48 @@ +import argparse +import pandas as pd +from tqdm import tqdm +from .PrepareDataset import Preparator + +def setup_argparser(): + parser = argparse.ArgumentParser("MedPerf Brain Extraction") + parser.add_argument( + "--input-csv", dest="input_csv", type=str, help="Path to input csv" + ) + parser.add_argument( + "--output-dir", dest="output_dir", type=str, help="Output path" + ) + parser.add_argument( + "--subject-id", dest="id", type=str, help="subject id" + ) + parser.add_argument( + "--timepoint", dest="tp", type=str, help="timepoint" + ) + + return parser + +def main(): + args = setup_argparser().parse_args() + prep = Preparator(args.input_csv, args.output_dir, "BratsPipeLine") + + # Reset the file contents for errors + open(prep.stderr_log, "w").close() + + # Update the out dataframes to current state + prep.read() + + df = prep.subjects_df + row_search = df[(df["SubjectID"] == args.id) & (df["Timepoint"] == args.tp)] + if len(row_search) > 0: + row = row_search.iloc[0] + else: + # Most probably this case was semi-prepared. Mock a row + row = pd.Series({"SubjectID": args.id, "Timepoint": args.tp, "T1": "", "T1GD": "", "T2": "", "FLAIR": ""}) + + # recreate row + prep.extract_brain(row, tqdm()) + + prep.write() + +if __name__ == "__main__": + print("test") + main() \ No newline at end of file From 1ef893952116690dfe49a6262622b1a07b31220e Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Fri, 16 Feb 2024 11:04:11 -0500 Subject: [PATCH 11/44] Fix issue not catching invalid niftis --- mlcubes/data_preparation/project/stages/get_csv.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/mlcubes/data_preparation/project/stages/get_csv.py b/mlcubes/data_preparation/project/stages/get_csv.py index 417a715..45a84e9 100644 --- a/mlcubes/data_preparation/project/stages/get_csv.py +++ b/mlcubes/data_preparation/project/stages/get_csv.py @@ -92,14 +92,14 @@ def execute( update_row_with_dict(report, report_data, index) return report, False - if f"{id}_{tp}" in self.csv_processor.subject_timepoint_missing_modalities: + if any([f"{id}_{tp}" in x for x in self.csv_processor.subject_timepoint_missing_modalities]): shutil.rmtree(tp_out_path, ignore_errors=True) # Differentiate errors by floating point value status_code = -self.status_code - 0.1 # -1.1 report_data["status"] = status_code report_data["data_path"] = tp_path success = False - elif f"{id}_{tp}" in self.csv_processor.subject_timepoint_extra_modalities: + elif any([f"{id}_{tp}" in x for x in self.csv_processor.subject_timepoint_extra_modalities]): shutil.rmtree(tp_out_path, ignore_errors=True) # Differentiate errors by floating point value status_code = -self.status_code - 0.2 # -1.2 From 5c6e364748dda60fdad3202f8fc39316b17db3e1 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Sat, 17 Feb 2024 08:15:35 -0500 Subject: [PATCH 12/44] Use versioned MLCubes --- mlcubes/data_preparation/mlcube/mlcube.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mlcubes/data_preparation/mlcube/mlcube.yaml b/mlcubes/data_preparation/mlcube/mlcube.yaml index cd83728..448e6da 100644 --- a/mlcubes/data_preparation/mlcube/mlcube.yaml +++ b/mlcubes/data_preparation/mlcube/mlcube.yaml @@ -8,7 +8,7 @@ platform: docker: # Image name - image: mlcommons/rano-data-prep-mlcube:latest + image: mlcommons/rano-data-prep-mlcube:1.0.0 # Docker build context relative to $MLCUBE_ROOT. Default is `build`. build_context: "../project" # Docker file name within docker build context, default is `Dockerfile`. From 559d7ba32408c7b04951507b42d93711300ac921 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Sat, 17 Feb 2024 08:30:01 -0500 Subject: [PATCH 13/44] Return the total count of negative values --- src/applications/PrepareDataset.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/applications/PrepareDataset.py b/src/applications/PrepareDataset.py index b14ac5b..daf1e7a 100644 --- a/src/applications/PrepareDataset.py +++ b/src/applications/PrepareDataset.py @@ -188,7 +188,7 @@ def _read_image_with_min_check(filename): sitk.WriteImage(output_image, filename) return 0 else: - return counts.astype(int) + return counts.sum().astype(int) return 0 From f58aefa9072626f7614731ab351385f234fc310a Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Sun, 18 Feb 2024 16:30:37 -0500 Subject: [PATCH 14/44] Revert "Move model execution to subprocesses to eliminate memleak" This reverts commit 987daf1cb81a2988aef54a2a3ed446aebf68a831. --- mlcubes/data_preparation/project/prepare.py | 1 + .../project/stages/extract.py | 34 +++- .../project/stages/extract_nnunet.py | 110 +++++++++++- .../project/stages/extract_nnunet_sp.py | 169 ------------------ .../project/stages/extract_sp.py | 48 ----- 5 files changed, 134 insertions(+), 228 deletions(-) delete mode 100644 mlcubes/data_preparation/project/stages/extract_nnunet_sp.py delete mode 100644 mlcubes/data_preparation/project/stages/extract_sp.py diff --git a/mlcubes/data_preparation/project/prepare.py b/mlcubes/data_preparation/project/prepare.py index f76263e..57b6418 100644 --- a/mlcubes/data_preparation/project/prepare.py +++ b/mlcubes/data_preparation/project/prepare.py @@ -103,6 +103,7 @@ def init_pipeline(args): nifti_data_out, INTERIM_FOLDER, # loop, + "extract_brain", BRAIN_STAGE_STATUS, ) tumor_extract_proc = ExtractNnUNet( diff --git a/mlcubes/data_preparation/project/stages/extract.py b/mlcubes/data_preparation/project/stages/extract.py index 8b419ec..c898739 100644 --- a/mlcubes/data_preparation/project/stages/extract.py +++ b/mlcubes/data_preparation/project/stages/extract.py @@ -4,10 +4,9 @@ import os import shutil import traceback -import subprocess from .row_stage import RowStage -from .PrepareDataset import FINAL_FOLDER +from .PrepareDataset import Preparator, FINAL_FOLDER from .utils import update_row_with_dict, get_id_tp, md5_file @@ -19,6 +18,8 @@ def __init__( subpath: str, prev_stage_path: str, prev_subpath: str, + # pbar: tqdm, + func_name: str, status_code: int, extra_labels_path=[], ): @@ -29,15 +30,18 @@ def __init__( self.prev_path = prev_stage_path self.prev_subpath = prev_subpath os.makedirs(self.out_path, exist_ok=True) + self.prep = Preparator(data_csv, out_path, "BraTSPipeline") + self.func_name = func_name + self.func = getattr(self.prep, func_name) + self.pbar = tqdm() self.failed = False self.exception = None self.__status_code = status_code self.extra_labels_path = extra_labels_path - print(self.extra_labels_path) @property def name(self) -> str: - return "Extract brain" + return self.func_name.replace("_", " ").capitalize() @property def status_code(self) -> str: @@ -68,12 +72,21 @@ def execute( Returns: pd.DataFrame: Updated report dataframe """ + self.__prepare_exec() self.__copy_case(index) self._process_case(index) report, success = self.__update_state(index, report) + self.prep.write() return report, success + def __prepare_exec(self): + # Reset the file contents for errors + open(self.prep.stderr_log, "w").close() + + # Update the out dataframes to current state + self.prep.read() + def __get_paths(self, index: Union[str, int], path: str, subpath: str): id, tp = get_id_tp(index) data_path = os.path.join(path, self.data_subpath, id, tp) @@ -88,11 +101,14 @@ def __copy_case(self, index: Union[str, int]): def _process_case(self, index: Union[str, int]): id, tp = get_id_tp(index) - cmd = f'python3 -m project.stages.extract_sp --input-csv={self.data_csv} --output-dir={self.out_path} --subject-id={id} --timepoint={tp}' - - # Run command as a subprocess to avoid memory leaks - subprocess.run(cmd.split(), check=True) - # self.func(row, self.pbar) + df = self.prep.subjects_df + row_search = df[(df["SubjectID"] == id) & (df["Timepoint"] == tp)] + if len(row_search) > 0: + row = row_search.iloc[0] + else: + # Most probably this case was semi-prepared. Mock a row + row = pd.Series({"SubjectID": id, "Timepoint": tp, "T1": "", "T1GD": "", "T2": "", "FLAIR": ""}) + self.func(row, self.pbar) def __hide_paths(self, hide_paths): for path in hide_paths: diff --git a/mlcubes/data_preparation/project/stages/extract_nnunet.py b/mlcubes/data_preparation/project/stages/extract_nnunet.py index 525031b..3ef95e2 100644 --- a/mlcubes/data_preparation/project/stages/extract_nnunet.py +++ b/mlcubes/data_preparation/project/stages/extract_nnunet.py @@ -12,6 +12,7 @@ from .extract import Extract from .PrepareDataset import ( + Preparator, FINAL_FOLDER, generate_tumor_segmentation_fused_images, save_screenshot, @@ -60,6 +61,7 @@ def __init__( self.prev_path = prev_stage_path self.prev_subpath = prev_subpath os.makedirs(self.out_path, exist_ok=True) + self.prep = Preparator(data_csv, out_path, "BraTSPipeline") self.pbar = tqdm() self.failed = False self.exception = None @@ -75,7 +77,111 @@ def name(self) -> str: def status_code(self) -> str: return self.__status_code + def __get_models(self): + models_path = os.path.join(os.environ["RESULTS_FOLDER"], "nnUNet", "3d_fullres") + return os.listdir(models_path) + + def __get_mod_order(self, model): + order_path = os.path.join(os.environ["RESULTS_FOLDER"], os.pardir, "nnUNet_modality_order", model, "order") + with open(order_path, "r") as f: + order_str = f.readline() + # remove 'order = ' from the splitted list + modalities = order_str.split()[2:] + modalities = [MODALITY_MAPPING[mod] for mod in modalities] + return modalities + + def __prepare_case(self, path, id, tp, order): + tmp_subject = f"{id}-{tp}" + tmp_path = os.path.join(path, "tmp-data") + tmp_subject_path = os.path.join(tmp_path, tmp_subject) + tmp_out_path = os.path.join(path, "tmp-out") + shutil.rmtree(tmp_path, ignore_errors=True) + shutil.rmtree(tmp_out_path, ignore_errors=True) + os.makedirs(tmp_subject_path) + os.makedirs(tmp_out_path) + in_modalities_path = os.path.join(path, "DataForFeTS", id, tp) + input_modalities = {} + for modality_file in os.listdir(in_modalities_path): + if not modality_file.endswith(".nii.gz"): + continue + modality = modality_file[:-7].split("_")[-1] + norm_mod = MODALITY_MAPPING[modality] + mod_idx = order.index(norm_mod) + mod_idx = str(mod_idx).zfill(4) + + out_modality_file = f"{tmp_subject}_{mod_idx}.nii.gz" + in_file = os.path.join(in_modalities_path, modality_file) + out_file = os.path.join(tmp_subject_path, out_modality_file) + input_modalities[MODALITY_VARIANTS[modality]] = in_file + shutil.copyfile(in_file, out_file) + + return tmp_subject_path, tmp_out_path, input_modalities + + def __run_model(self, model, data_path, out_path): + # models are named Task_..., where is always 3 numbers + task_id = model[4:7] + cmd = f"{self.nnunet_executable} -i {data_path} -o {out_path} -t {task_id}" + print(cmd) + print(os.listdir(data_path)) + start = time.time() + subprocess.call(cmd, shell=True) + end = time.time() + total_time = end - start + print(f"Total time elapsed is {total_time} seconds") + + def __finalize_pred(self, tmp_out_path, out_pred_filepath): + # We assume there's only one file in out_path + pred = None + for file in os.listdir(tmp_out_path): + if file.endswith(".nii.gz"): + pred = file + + if pred is None: + raise RuntimeError("No tumor segmentation was found") + + pred_filepath = os.path.join(tmp_out_path, pred) + shutil.move(pred_filepath, out_pred_filepath) + return out_pred_filepath + def _process_case(self, index: Union[str, int]): id, tp = get_id_tp(index) - cmd = f"python3 -m project.stages.extract_nnunet_sp --input-csv={self.data_csv} --output-dir={self.out_path} --subject-id={id} --timepoint={tp} --exec={self.nnunet_executable}" - subprocess.run(cmd.split(), check=True) \ No newline at end of file + subject_id = f"{id}_{tp}" + models = self.__get_models() + outputs = [] + images_for_fusion = [] + out_path = os.path.join(self.out_path, "DataForQC", id, tp) + out_pred_path = os.path.join(out_path, "TumorMasksForQC") + os.makedirs(out_pred_path, exist_ok=True) + for i, model in enumerate(models): + order = self.__get_mod_order(model) + tmp_data_path, tmp_out_path, input_modalities = self.__prepare_case( + self.out_path, id, tp, order + ) + out_pred_filepath = os.path.join( + out_pred_path, f"{id}_{tp}_tumorMask_model_{i}.nii.gz" + ) + self.__run_model(model, tmp_data_path, tmp_out_path) + output = self.__finalize_pred(tmp_out_path, out_pred_filepath) + outputs.append(output) + images_for_fusion.append(sitk.ReadImage(output, sitk.sitkUInt8)) + + # cleanup + shutil.rmtree(tmp_data_path, ignore_errors=True) + shutil.rmtree(tmp_out_path, ignore_errors=True) + + fused_outputs = generate_tumor_segmentation_fused_images( + images_for_fusion, out_pred_path, subject_id + ) + outputs += fused_outputs + + for output in outputs: + # save the screenshot + tumor_mask_id = os.path.basename(output).replace(".nii.gz", "") + save_screenshot( + input_modalities, + os.path.join( + out_path, + f"{tumor_mask_id}_summary.png", + ), + output, + ) diff --git a/mlcubes/data_preparation/project/stages/extract_nnunet_sp.py b/mlcubes/data_preparation/project/stages/extract_nnunet_sp.py deleted file mode 100644 index d7c579b..0000000 --- a/mlcubes/data_preparation/project/stages/extract_nnunet_sp.py +++ /dev/null @@ -1,169 +0,0 @@ - -import os -import argparse -import pandas as pd -import shutil -from tqdm import tqdm -import SimpleITK as sitk -from .PrepareDataset import ( - generate_tumor_segmentation_fused_images, - save_screenshot, -) -import subprocess -import time - - -MODALITY_MAPPING = { - "t1c": "t1c", - "t1ce": "t1c", - "t1": "t1n", - "t1n": "t1n", - "t2": "t2w", - "t2w": "t2w", - "t2f": "t2f", - "flair": "t2f", -} - -MODALITY_VARIANTS = { - "t1c": "T1GD", - "t1ce": "T1GD", - "t1": "T1", - "t1n": "T1", - "t2": "T2", - "t2w": "T2", - "t2f": "FLAIR", - "flair": "FLAIR", -} - -def setup_argparser(): - parser = argparse.ArgumentParser("MedPerf Brain Extraction") - parser.add_argument( - "--input-csv", dest="input_csv", type=str, help="Path to input csv" - ) - parser.add_argument( - "--output-dir", dest="output_dir", type=str, help="Output path" - ) - parser.add_argument( - "--subject-id", dest="id", type=str, help="subject id" - ) - parser.add_argument( - "--timepoint", dest="tp", type=str, help="timepoint" - ) - parser.add_argument( - "--exec", dest="nnunet_executable", type=str, help="path to the nnunet executable" - ) - - return parser - -def get_models(): - models_path = os.path.join(os.environ["RESULTS_FOLDER"], "nnUNet", "3d_fullres") - return os.listdir(models_path) - -def get_mod_order(model): - order_path = os.path.join(os.environ["RESULTS_FOLDER"], os.pardir, "nnUNet_modality_order", model, "order") - with open(order_path, "r") as f: - order_str = f.readline() - # remove 'order = ' from the splitted list - modalities = order_str.split()[2:] - modalities = [MODALITY_MAPPING[mod] for mod in modalities] - return modalities - -def prepare_case(path, id, tp, order): - tmp_subject = f"{id}-{tp}" - tmp_path = os.path.join(path, "tmp-data") - tmp_subject_path = os.path.join(tmp_path, tmp_subject) - tmp_out_path = os.path.join(path, "tmp-out") - shutil.rmtree(tmp_path, ignore_errors=True) - shutil.rmtree(tmp_out_path, ignore_errors=True) - os.makedirs(tmp_subject_path) - os.makedirs(tmp_out_path) - in_modalities_path = os.path.join(path, "DataForFeTS", id, tp) - input_modalities = {} - for modality_file in os.listdir(in_modalities_path): - if not modality_file.endswith(".nii.gz"): - continue - modality = modality_file[:-7].split("_")[-1] - norm_mod = MODALITY_MAPPING[modality] - mod_idx = order.index(norm_mod) - mod_idx = str(mod_idx).zfill(4) - - out_modality_file = f"{tmp_subject}_{mod_idx}.nii.gz" - in_file = os.path.join(in_modalities_path, modality_file) - out_file = os.path.join(tmp_subject_path, out_modality_file) - input_modalities[MODALITY_VARIANTS[modality]] = in_file - shutil.copyfile(in_file, out_file) - - return tmp_subject_path, tmp_out_path, input_modalities - -def run_model(model, data_path, out_path, nnunet_executable): - # models are named Task_..., where is always 3 numbers - task_id = model[4:7] - cmd = f"{nnunet_executable} -i {data_path} -o {out_path} -t {task_id}" - print(cmd) - print(os.listdir(data_path)) - start = time.time() - subprocess.call(cmd, shell=True) - end = time.time() - total_time = end - start - print(f"Total time elapsed is {total_time} seconds") - -def finalize_pred(tmp_out_path, out_pred_filepath): - # We assume there's only one file in out_path - pred = None - for file in os.listdir(tmp_out_path): - if file.endswith(".nii.gz"): - pred = file - - if pred is None: - raise RuntimeError("No tumor segmentation was found") - - pred_filepath = os.path.join(tmp_out_path, pred) - shutil.move(pred_filepath, out_pred_filepath) - return out_pred_filepath - -def main(): - args = setup_argparser().parse_args() - id, tp = args.id, args.tp - subject_id = f"{id}_{tp}" - models = get_models() - outputs = [] - images_for_fusion = [] - out_path = os.path.join(args.output_dir, "DataForQC", id, tp) - out_pred_path = os.path.join(out_path, "TumorMasksForQC") - os.makedirs(out_pred_path, exist_ok=True) - for i, model in enumerate(models): - order = get_mod_order(model) - tmp_data_path, tmp_out_path, input_modalities = prepare_case( - args.output_dir, id, tp, order - ) - out_pred_filepath = os.path.join( - out_pred_path, f"{id}_{tp}_tumorMask_model_{i}.nii.gz" - ) - run_model(model, tmp_data_path, tmp_out_path, args.nnunet_executable) - output = finalize_pred(tmp_out_path, out_pred_filepath) - outputs.append(output) - images_for_fusion.append(sitk.ReadImage(output, sitk.sitkUInt8)) - - # cleanup - shutil.rmtree(tmp_data_path, ignore_errors=True) - shutil.rmtree(tmp_out_path, ignore_errors=True) - - fused_outputs = generate_tumor_segmentation_fused_images( - images_for_fusion, out_pred_path, subject_id - ) - outputs += fused_outputs - - for output in outputs: - # save the screenshot - tumor_mask_id = os.path.basename(output).replace(".nii.gz", "") - save_screenshot( - input_modalities, - os.path.join( - out_path, - f"{tumor_mask_id}_summary.png", - ), - output, - ) - -if __name__ == "__main__": - main() \ No newline at end of file diff --git a/mlcubes/data_preparation/project/stages/extract_sp.py b/mlcubes/data_preparation/project/stages/extract_sp.py deleted file mode 100644 index 584cb95..0000000 --- a/mlcubes/data_preparation/project/stages/extract_sp.py +++ /dev/null @@ -1,48 +0,0 @@ -import argparse -import pandas as pd -from tqdm import tqdm -from .PrepareDataset import Preparator - -def setup_argparser(): - parser = argparse.ArgumentParser("MedPerf Brain Extraction") - parser.add_argument( - "--input-csv", dest="input_csv", type=str, help="Path to input csv" - ) - parser.add_argument( - "--output-dir", dest="output_dir", type=str, help="Output path" - ) - parser.add_argument( - "--subject-id", dest="id", type=str, help="subject id" - ) - parser.add_argument( - "--timepoint", dest="tp", type=str, help="timepoint" - ) - - return parser - -def main(): - args = setup_argparser().parse_args() - prep = Preparator(args.input_csv, args.output_dir, "BratsPipeLine") - - # Reset the file contents for errors - open(prep.stderr_log, "w").close() - - # Update the out dataframes to current state - prep.read() - - df = prep.subjects_df - row_search = df[(df["SubjectID"] == args.id) & (df["Timepoint"] == args.tp)] - if len(row_search) > 0: - row = row_search.iloc[0] - else: - # Most probably this case was semi-prepared. Mock a row - row = pd.Series({"SubjectID": args.id, "Timepoint": args.tp, "T1": "", "T1GD": "", "T2": "", "FLAIR": ""}) - - # recreate row - prep.extract_brain(row, tqdm()) - - prep.write() - -if __name__ == "__main__": - print("test") - main() \ No newline at end of file From 7ea221d5e7e045fa561054f5e71fd87583db3c51 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Sun, 18 Feb 2024 17:02:11 -0500 Subject: [PATCH 15/44] Move memleaking functions into subprocesses --- src/applications/PrepareDataset.py | 39 +++++--------------- src/applications/figure_generator_wrapper.py | 29 +++++++++++++++ 2 files changed, 38 insertions(+), 30 deletions(-) create mode 100644 src/applications/figure_generator_wrapper.py diff --git a/src/applications/PrepareDataset.py b/src/applications/PrepareDataset.py index b14ac5b..179a856 100644 --- a/src/applications/PrepareDataset.py +++ b/src/applications/PrepareDataset.py @@ -8,9 +8,8 @@ import numpy as np from skimage.measure import label from copy import deepcopy +import subprocess -from FigureGenerator.screenshot_maker import figure_generator -from GANDLF.cli import main_run from LabelFusion.wrapper import fuse_images from .constants import * @@ -142,14 +141,9 @@ def save_screenshot( ) ylabels = (",").join(MODALITIES_LIST) - figure_generator( - input_images=images, - ylabels=ylabels, - output=output_filename, - input_mask=input_mask, - flip_sagittal=True, - flip_coronal=True, - ) + cmd_path = os.path.join(os.path.dirname(__file__), "figure_generator_wrapper.py") + cmd = f"python3 {cmd_path} -i={images} -ylabels={ylabels} -output={output_filename}" + subprocess.run(cmd, check=True) def _read_image_with_min_check(filename): @@ -330,16 +324,9 @@ def _run_brain_extraction_using_gandlf( config_file = posixpath.join(model_dir, file) break - main_run( - data_csv=data_path, - config_file=config_file, - model_dir=model_dir, - train_mode=False, - device="cpu", - resume=False, - reset=False, - output_dir=model_output_dir, - ) + cmd = f"gandlf_run -c={config_file} -i={data_path} -t=False -m={model_dir} -d=cpu -o={model_output_dir}" + subprocess.run(cmd.split(), check=True) + model_output_dir_testing = posixpath.join(model_output_dir, TESTING_FOLDER) modality_outputs = os.listdir(model_output_dir_testing) @@ -423,16 +410,8 @@ def _run_tumor_segmentation_using_gandlf( # parameters["model"]["type"] = "openvino" # yaml.safe_dump(parameters, open(config_file, "w")) - main_run( - data_csv=data_path, - config_file=config_file, - model_dir=model_dir, - train_mode=False, - device="cpu", - resume=False, - reset=False, - output_dir=model_output_dir, - ) + cmd = f"gandlf_run -c={config_file} -i={data_path} -t=False -m={model_dir} -d=cpu -o={model_output_dir}" + subprocess.run(cmd.split(), check=True) model_output_dir_testing = posixpath.join(model_output_dir, TESTING_FOLDER) # We expect one subject (one output modality, one file). diff --git a/src/applications/figure_generator_wrapper.py b/src/applications/figure_generator_wrapper.py new file mode 100644 index 0000000..5c8db48 --- /dev/null +++ b/src/applications/figure_generator_wrapper.py @@ -0,0 +1,29 @@ +import argparse +from FigureGenerator.screenshot_maker import figure_generator + +def setup_argparser(): + parser = argparse.ArgumentParser("Figure Generator Wrapper") + parser.add_argument("-i", type=str) + parser.add_argument("-ylabels", type=str) + parser.add_argument("-output", type=str) + parser.add_argument("-masks", type=str, nargs='?', const=None, default=None) + return parser + +def main(): + args = setup_argparser().parse_args() + images = args.images + ylabels = args.ylabels + output_filename = args.output + input_mask = args.masks + + figure_generator( + input_images=images, + ylabels=ylabels, + output=output_filename, + input_mask=input_mask, + flip_sagittal=True, + flip_coronal=True, + ) + +if __name__ == "__main__": + main() \ No newline at end of file From a59572a8c21c4f7bde21e31baa7be22650a6e16a Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Sun, 18 Feb 2024 17:07:56 -0500 Subject: [PATCH 16/44] Pass input masks to img gen wrapper --- src/applications/PrepareDataset.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/src/applications/PrepareDataset.py b/src/applications/PrepareDataset.py index 179a856..1c877c7 100644 --- a/src/applications/PrepareDataset.py +++ b/src/applications/PrepareDataset.py @@ -143,6 +143,8 @@ def save_screenshot( cmd_path = os.path.join(os.path.dirname(__file__), "figure_generator_wrapper.py") cmd = f"python3 {cmd_path} -i={images} -ylabels={ylabels} -output={output_filename}" + if input_mask is not None: + cmd += f" -masks={input_mask}" subprocess.run(cmd, check=True) From a6412bf0cdba2448f9c9dec12b6d9201952d067a Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Sun, 18 Feb 2024 23:18:08 -0500 Subject: [PATCH 17/44] udpate mlcube to latest version --- mlcubes/data_preparation/mlcube/mlcube.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mlcubes/data_preparation/mlcube/mlcube.yaml b/mlcubes/data_preparation/mlcube/mlcube.yaml index cd83728..3eb52a4 100644 --- a/mlcubes/data_preparation/mlcube/mlcube.yaml +++ b/mlcubes/data_preparation/mlcube/mlcube.yaml @@ -8,7 +8,7 @@ platform: docker: # Image name - image: mlcommons/rano-data-prep-mlcube:latest + image: mlcommons/rano-data-prep-mlcube:1.0.1 # Docker build context relative to $MLCUBE_ROOT. Default is `build`. build_context: "../project" # Docker file name within docker build context, default is `Dockerfile`. From 998840516d51051fe2b2b0d7f1b9cc1c05d6f43d Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Mon, 19 Feb 2024 00:00:22 -0500 Subject: [PATCH 18/44] Use torch with cuda 11.8 --- Dockerfile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Dockerfile b/Dockerfile index b955461..14b9599 100644 --- a/Dockerfile +++ b/Dockerfile @@ -88,7 +88,7 @@ RUN pip install git+https://github.com/mlcommons/GaNDLF@616b37bafad8f89d5c816a88 # setup a separate env for nnunet RUN python -m venv /nnunet_env && /nnunet_env/bin/pip install --upgrade pip -RUN /nnunet_env/bin/pip install torch==1.12.1+cu102 torchvision==0.13.1+cu102 torchaudio==0.12.1 --extra-index-url https://download.pytorch.org/whl/cu102 +RUN /nnunet_env/bin/pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu118 RUN /nnunet_env/bin/pip install git+https://github.com/MIC-DKFZ/nnUNet.git@nnunetv1 From 0ba6a9dcbc2676154b361b339cd4be7cb9bc5774 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Mon, 26 Feb 2024 10:39:20 -0500 Subject: [PATCH 19/44] Fix issues with release version --- src/applications/PrepareDataset.py | 2 +- src/applications/figure_generator_wrapper.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/src/applications/PrepareDataset.py b/src/applications/PrepareDataset.py index 5091a91..2408a87 100644 --- a/src/applications/PrepareDataset.py +++ b/src/applications/PrepareDataset.py @@ -145,7 +145,7 @@ def save_screenshot( cmd = f"python3 {cmd_path} -i={images} -ylabels={ylabels} -output={output_filename}" if input_mask is not None: cmd += f" -masks={input_mask}" - subprocess.run(cmd, check=True) + subprocess.run(cmd.split(), check=True) def _read_image_with_min_check(filename): diff --git a/src/applications/figure_generator_wrapper.py b/src/applications/figure_generator_wrapper.py index 5c8db48..83a3a08 100644 --- a/src/applications/figure_generator_wrapper.py +++ b/src/applications/figure_generator_wrapper.py @@ -11,7 +11,7 @@ def setup_argparser(): def main(): args = setup_argparser().parse_args() - images = args.images + images = args.i ylabels = args.ylabels output_filename = args.output input_mask = args.masks From 067c6de4db7b6f7c77334556cfb0ce6c87c7c419 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Mon, 4 Mar 2024 14:30:06 -0500 Subject: [PATCH 20/44] Move env vars declaration to prepare command --- mlcubes/data_preparation/project/mlcube.py | 11 ----------- mlcubes/data_preparation/project/prepare.py | 18 ++++++++++++++++++ 2 files changed, 18 insertions(+), 11 deletions(-) diff --git a/mlcubes/data_preparation/project/mlcube.py b/mlcubes/data_preparation/project/mlcube.py index 7190af1..9cd504f 100644 --- a/mlcubes/data_preparation/project/mlcube.py +++ b/mlcubes/data_preparation/project/mlcube.py @@ -30,20 +30,9 @@ def prepare( report_file: str = typer.Option(..., "--report_file"), metadata_path: str = typer.Option(..., "--metadata_path"), ): - # runtime env vars should be set as early as possible - tmpfolder = os.path.join(output_path, ".tmp") - os.environ["TMPDIR"] = tmpfolder - os.makedirs(tmpfolder, exist_ok=True) - os.environ["RESULTS_FOLDER"] = os.path.join(models_path, "nnUNet_trained_models") - os.environ["nnUNet_raw_data_base"] = os.path.join(tmpfolder, "nnUNet_raw_data_base") - os.environ["nnUNet_preprocessed"] = os.path.join(tmpfolder, "nnUNet_preprocessed") - cmd = f"python3 /project/prepare.py --data_path={data_path} --labels_path={labels_path} --models_path={models_path} --data_out={output_path} --labels_out={output_labels_path} --report={report_file} --parameters={parameters_file} --metadata_path={metadata_path}" exec_python(cmd) - # cleanup tmp folder - shutil.rmtree(tmpfolder, ignore_errors=True) - @app.command("sanity_check") def sanity_check( data_path: str = typer.Option(..., "--data_path"), diff --git a/mlcubes/data_preparation/project/prepare.py b/mlcubes/data_preparation/project/prepare.py index 57b6418..e0eb3bf 100644 --- a/mlcubes/data_preparation/project/prepare.py +++ b/mlcubes/data_preparation/project/prepare.py @@ -1,4 +1,5 @@ import os +import shutil import argparse import pandas as pd import yaml @@ -156,9 +157,26 @@ def init_report(args) -> pd.DataFrame: def main(): args = setup_argparser() + + output_path = args.data_out + models_path = args.models + + tmpfolder = os.path.join(output_path, ".tmp") + cbica_tmpfolder = os.path.join(tmpfolder, ".cbicaTemp") + os.environ["TMPDIR"] = tmpfolder + os.environ["CBICA_TEMP_DIR"] = cbica_tmpfolder + os.makedirs(tmpfolder, exist_ok=True) + os.makedirs(cbica_tmpfolder, exist_ok=True) + os.environ["RESULTS_FOLDER"] = os.path.join(models_path, "nnUNet_trained_models") + os.environ["nnUNet_raw_data_base"] = os.path.join(tmpfolder, "nnUNet_raw_data_base") + os.environ["nnUNet_preprocessed"] = os.path.join(tmpfolder, "nnUNet_preprocessed") + report = init_report(args) pipeline = init_pipeline(args) pipeline.run(report, args.report) + # cleanup tmp folder + shutil.rmtree(tmpfolder, ignore_errors=True) + if __name__ == "__main__": main() \ No newline at end of file From ec3eb6f1326b7b454d91981a8043729edc54ff0a Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Mon, 4 Mar 2024 14:31:02 -0500 Subject: [PATCH 21/44] Move adjusatble tempdir logic to utilities --- src/applications/BraTSPipeline.cxx | 8 +++----- src/cbica_toolkit/src/cbicaUtilities.cpp | 6 +++++- 2 files changed, 8 insertions(+), 6 deletions(-) diff --git a/src/applications/BraTSPipeline.cxx b/src/applications/BraTSPipeline.cxx index 5a49fce..901a5ea 100644 --- a/src/applications/BraTSPipeline.cxx +++ b/src/applications/BraTSPipeline.cxx @@ -155,13 +155,11 @@ int main(int argc, char** argv) return EXIT_FAILURE; } - auto tempOutput = cbica::getEnvironmentVariableValue("OUTPUT_DIR_FROM_MEDPERF"); - if (tempOutput == "") - { - tempOutput = cbica::createTemporaryDirectory(); - } + auto tempOutput = cbica::createTemporaryDirectory(); //construct command std::string fullCommandToRun = cbica::normPath(m_exe) + " -o " + cbica::normPath(tempOutput) + " -z y \"" + cbica::normPath(dicomFolderPath) + "\""; + std::cerr << "Executing dicom conversion with the following command" << std::endl; + std::cerr << fullCommandToRun << std::endl; //run command via system call if (std::system((fullCommandToRun).c_str()) != 0) diff --git a/src/cbica_toolkit/src/cbicaUtilities.cpp b/src/cbica_toolkit/src/cbicaUtilities.cpp index 7cfb761..66b7e08 100644 --- a/src/cbica_toolkit/src/cbicaUtilities.cpp +++ b/src/cbica_toolkit/src/cbicaUtilities.cpp @@ -162,7 +162,11 @@ namespace cbica homeEnv = "HOME"; #endif - auto exeTempDir = cbica::getEnvironmentVariableValue(homeEnv) + "/.cbicaTemp/"/* + cbica::getExecutableName()*/; + auto exeTempDir = cbica::getEnvironmentVariableValue("CBICA_TEMP_DIR"); + if (exeTempDir == "") + { + exeTempDir = cbica::getEnvironmentVariableValue(homeEnv) + "/.cbicaTemp/"/* + cbica::getExecutableName()*/; + } if (!directoryExists(exeTempDir)) { createDir(exeTempDir); From c3f7077c5473ede5633e8e489337a2949fc00114 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Mon, 4 Mar 2024 14:31:18 -0500 Subject: [PATCH 22/44] Generate debugging logs from BratsPipeline --- src/applications/PrepareDataset.py | 1 + 1 file changed, 1 insertion(+) diff --git a/src/applications/PrepareDataset.py b/src/applications/PrepareDataset.py index 2408a87..de39132 100644 --- a/src/applications/PrepareDataset.py +++ b/src/applications/PrepareDataset.py @@ -601,6 +601,7 @@ def convert_to_dicom(self, idx: int, row: pd.Series, pbar: tqdm): command = ( bratsPipeline_exe + + " -d " + " -t1 " + row[parsed_headers["T1"]] + " -t1c " From af5ecb391dbf95535703699d7591a0fd42def9b6 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Mon, 4 Mar 2024 14:31:29 -0500 Subject: [PATCH 23/44] Update mlcube image to 1.0.2 --- mlcubes/data_preparation/mlcube/mlcube.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mlcubes/data_preparation/mlcube/mlcube.yaml b/mlcubes/data_preparation/mlcube/mlcube.yaml index 3eb52a4..888b9d2 100644 --- a/mlcubes/data_preparation/mlcube/mlcube.yaml +++ b/mlcubes/data_preparation/mlcube/mlcube.yaml @@ -8,7 +8,7 @@ platform: docker: # Image name - image: mlcommons/rano-data-prep-mlcube:1.0.1 + image: mlcommons/rano-data-prep-mlcube:1.0.2 # Docker build context relative to $MLCUBE_ROOT. Default is `build`. build_context: "../project" # Docker file name within docker build context, default is `Dockerfile`. From 264e3fb1767703da1bea64f07573860b9685d689 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Tue, 5 Mar 2024 12:33:31 -0500 Subject: [PATCH 24/44] Filter out files on subject-tp folder for modality num check --- src/applications/CreateCSVForDICOMs.py | 1 + 1 file changed, 1 insertion(+) diff --git a/src/applications/CreateCSVForDICOMs.py b/src/applications/CreateCSVForDICOMs.py index aaf48a4..767c5af 100644 --- a/src/applications/CreateCSVForDICOMs.py +++ b/src/applications/CreateCSVForDICOMs.py @@ -105,6 +105,7 @@ def process_timepoint(self, timepoint, subject, subject_dir): return modality_folders = os.listdir(timepoint_dir) + modality_folders = [folder for folder in modality_folders if os.path.isdir(os.path.join(timepoint_dir, folder))] # check if there are missing modalities if len(modality_folders) < 4: self.subject_timepoint_missing_modalities.append(subject + "_" + timepoint) From 6f3cbef3ad11e02158f8347cf1f9edeb5de00e14 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Thu, 14 Mar 2024 15:24:13 -0500 Subject: [PATCH 25/44] Add versions to requirements --- mlcubes/data_preparation/project/requirements.txt | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/mlcubes/data_preparation/project/requirements.txt b/mlcubes/data_preparation/project/requirements.txt index f07ba67..baa5525 100644 --- a/mlcubes/data_preparation/project/requirements.txt +++ b/mlcubes/data_preparation/project/requirements.txt @@ -1,10 +1,10 @@ -typer -pandas -PyYAML +typer==0.9.0 +pandas==1.5.3 +PyYAML==6.0.1 # Include all your requirements here -SimpleITK -tqdm -scikit-image +SimpleITK==2.3.1 +tqdm==4.66.2 +scikit-image==0.21.0 FigureGenerator==0.0.4 gandlf==0.0.16 labelfusion==1.0.14 From 2fcbac3eb20cc7af80870ca1b96933a7c230c473 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Thu, 14 Mar 2024 15:46:05 -0500 Subject: [PATCH 26/44] Remove assertion error from sanity check --- mlcubes/data_preparation/project/sanity_check.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/mlcubes/data_preparation/project/sanity_check.py b/mlcubes/data_preparation/project/sanity_check.py index e4da55b..91ac0ee 100644 --- a/mlcubes/data_preparation/project/sanity_check.py +++ b/mlcubes/data_preparation/project/sanity_check.py @@ -14,9 +14,9 @@ def sanity_check(data_path: str, labels_path: str): """ # Here you must add all the checks you consider important regarding the # state of the data - assert has_prepared_folder_structure( - data_path, labels_path - ), "The contents of the labels and data don't ressemble a prepared dataset" + if not has_prepared_folder_structure(data_path, labels_path): + print("The contents of the labels and data don't ressemble a prepared dataset") + exit(1) if __name__ == "__main__": From bdd6bc908d1560a8160bfe6daa514f8234269a62 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Thu, 14 Mar 2024 16:12:04 -0500 Subject: [PATCH 27/44] Make sure print happens on failed sanity check --- mlcubes/data_preparation/project/sanity_check.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mlcubes/data_preparation/project/sanity_check.py b/mlcubes/data_preparation/project/sanity_check.py index 91ac0ee..d2137e3 100644 --- a/mlcubes/data_preparation/project/sanity_check.py +++ b/mlcubes/data_preparation/project/sanity_check.py @@ -15,7 +15,7 @@ def sanity_check(data_path: str, labels_path: str): # Here you must add all the checks you consider important regarding the # state of the data if not has_prepared_folder_structure(data_path, labels_path): - print("The contents of the labels and data don't ressemble a prepared dataset") + print("The contents of the labels and data don't resemble a prepared dataset", flush=True) exit(1) From ed952b8c987e87c5eb11913b3854771c11af6d71 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Thu, 14 Mar 2024 16:12:30 -0500 Subject: [PATCH 28/44] Update mlcube image to 1.0.3 --- mlcubes/data_preparation/mlcube/mlcube.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mlcubes/data_preparation/mlcube/mlcube.yaml b/mlcubes/data_preparation/mlcube/mlcube.yaml index 888b9d2..80a5420 100644 --- a/mlcubes/data_preparation/mlcube/mlcube.yaml +++ b/mlcubes/data_preparation/mlcube/mlcube.yaml @@ -8,7 +8,7 @@ platform: docker: # Image name - image: mlcommons/rano-data-prep-mlcube:1.0.2 + image: mlcommons/rano-data-prep-mlcube:1.0.3 # Docker build context relative to $MLCUBE_ROOT. Default is `build`. build_context: "../project" # Docker file name within docker build context, default is `Dockerfile`. From 47026d99a768f8e1d88ab08681d344de261c212f Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Fri, 15 Mar 2024 10:50:53 -0500 Subject: [PATCH 29/44] Fix error if subject output path already existed --- mlcubes/data_preparation/project/stages/get_csv.py | 1 + 1 file changed, 1 insertion(+) diff --git a/mlcubes/data_preparation/project/stages/get_csv.py b/mlcubes/data_preparation/project/stages/get_csv.py index 45a84e9..5924b8a 100644 --- a/mlcubes/data_preparation/project/stages/get_csv.py +++ b/mlcubes/data_preparation/project/stages/get_csv.py @@ -73,6 +73,7 @@ def execute( # We will first copy the timepoint to the out folder # This is so, if successful, the csv will point to the data # in the next stage, instead of the previous + shutil.rmtree(tp_out_path, ignore_errors=True) shutil.copytree(tp_path, tp_out_path) try: From e32edff78b11ec312987d9783c354be0348833e5 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Thu, 21 Mar 2024 11:11:56 -0500 Subject: [PATCH 30/44] Handle status corruption --- mlcubes/data_preparation/project/stages/generate_report.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/mlcubes/data_preparation/project/stages/generate_report.py b/mlcubes/data_preparation/project/stages/generate_report.py index a766113..4714b24 100644 --- a/mlcubes/data_preparation/project/stages/generate_report.py +++ b/mlcubes/data_preparation/project/stages/generate_report.py @@ -357,8 +357,12 @@ def execute(self, report: pd.DataFrame) -> Tuple[pd.DataFrame, bool]: if index in report.index: # Case has already been identified, see if input hash is different + # or if status is corrupted # if so, override the contents and restart the state for that case - if report.loc[index]["input_hash"] == input_hash: + case = report.loc[index] + has_not_changed = case["input_hash"] == input_hash + has_a_valid_status = isinstance(case["status"], float) and not np.isnan(case["status"]) + if has_not_changed and has_a_valid_status: continue shutil.rmtree(out_tp_path, ignore_errors=True) @@ -366,6 +370,7 @@ def execute(self, report: pd.DataFrame) -> Tuple[pd.DataFrame, bool]: report = report.drop(index) else: # New case not identified by the report. Add it + shutil.rmtree(out_tp_path, ignore_errors=True) shutil.copytree(in_tp_path, out_tp_path) data = { From 1e2bcb0ae51bc7fdd8f7004a332d09a344caee1e Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Wed, 27 Mar 2024 17:46:47 -0500 Subject: [PATCH 31/44] Provide more details on missing/extra modalities --- .../project/stages/get_csv.py | 44 ++++++++------ src/applications/CreateCSVForDICOMs.py | 57 ++++++++++++++----- 2 files changed, 70 insertions(+), 31 deletions(-) diff --git a/mlcubes/data_preparation/project/stages/get_csv.py b/mlcubes/data_preparation/project/stages/get_csv.py index 5924b8a..e50bcfc 100644 --- a/mlcubes/data_preparation/project/stages/get_csv.py +++ b/mlcubes/data_preparation/project/stages/get_csv.py @@ -93,23 +93,35 @@ def execute( update_row_with_dict(report, report_data, index) return report, False - if any([f"{id}_{tp}" in x for x in self.csv_processor.subject_timepoint_missing_modalities]): - shutil.rmtree(tp_out_path, ignore_errors=True) - # Differentiate errors by floating point value - status_code = -self.status_code - 0.1 # -1.1 - report_data["status"] = status_code - report_data["data_path"] = tp_path - success = False - elif any([f"{id}_{tp}" in x for x in self.csv_processor.subject_timepoint_extra_modalities]): - shutil.rmtree(tp_out_path, ignore_errors=True) - # Differentiate errors by floating point value - status_code = -self.status_code - 0.2 # -1.2 - report_data["status"] = status_code - report_data["data_path"] = tp_path - success = False - else: + missing = self.csv_processor.subject_timepoint_missing_modalities + extra = self.csv_processor.subject_timepoint_extra_modalities + + success = True + report_data["comment"] = "" + for missing_subject, msg in missing: + if f"{id}_{tp}" in missing_subject: + # Differentiate errors by floating point value + status_code = -self.status_code - 0.1 # -1.1 + report_data["status"] = status_code + report_data["data_path"] = tp_path + report_data["comment"] += "\n\n" + msg + success = False + + for extra_subject, msg in extra: + if f"{id}_{tp}" in extra_subject: + # Differentiate errors by floating point value + status_code = -self.status_code - 0.2 # -1.2 + report_data["status"] = status_code + report_data["data_path"] = tp_path + report_data["comment"] += "\n\n" + msg + success = False + + if success: shutil.rmtree(tp_path) - success = True + else: + shutil.rmtree(tp_out_path, ignore_errors=True) + + report_data["comment"] = report_data["comment"].strip() update_row_with_dict(report, report_data, index) diff --git a/src/applications/CreateCSVForDICOMs.py b/src/applications/CreateCSVForDICOMs.py index 767c5af..f7c03c3 100644 --- a/src/applications/CreateCSVForDICOMs.py +++ b/src/applications/CreateCSVForDICOMs.py @@ -18,15 +18,26 @@ def verify_dicom_folder(dicom_folder: str) -> (bool, str): Returns: bool: True if the folder is a valid DICOM folder or a 3D NIfTI file, False otherwise. str: The path to the first DICOM file in the folder if the folder is a valid DICOM folder, the NIfTI file itself otherwise. + str: If verification failed, a message explaining the cause of failure is returned. Otherwise an empty string is returned. """ if os.path.isdir(dicom_folder): series_IDs = sitk.ImageSeriesReader.GetGDCMSeriesIDs(dicom_folder) if not series_IDs: - return False, None + msg = ( + f"No valid or readable DICOM files were found in `{dicom_folder}`. " + "Please convert your images using an external tool (such as dcm2niix) " + "and try again by passing the NIfTI images in the CSV files instead of the DICOM images." + ) + return False, None, msg if len(series_IDs) > 1: - return False, None + msg = ( + f"More than 1 DICOM series was found in `{dicom_folder}`, " + "which usually means that multiple modalities or timepoints " + "are present in that folder. Please ensure that only 1 modality is present per folder and try again." + ) + return False, None, msg series_file_names = sitk.ImageSeriesReader.GetGDCMSeriesFileNames( dicom_folder, series_IDs[0] @@ -41,9 +52,14 @@ def verify_dicom_folder(dicom_folder: str) -> (bool, str): series_file_names = [dicom_folder] if image.GetDimension() != 3: - return False, None + msg = ( + f"Only 3D volumes are supported, but the image in `{dicom_folder}` " + f"appears to have {int(image.GetDimension())} dimensions. If your are scans " + "have been encoded differently, please contact your vendor to convert them to 3D volumes." + ) + return False, None, msg - return True, series_file_names[0] + return True, series_file_names[0], "" def setup_argparser(): @@ -105,14 +121,23 @@ def process_timepoint(self, timepoint, subject, subject_dir): return modality_folders = os.listdir(timepoint_dir) - modality_folders = [folder for folder in modality_folders if os.path.isdir(os.path.join(timepoint_dir, folder))] + modality_folders = [folder for folder in modality_folders if not folder.startswith(".")] # check if there are missing modalities + subject_tp = subject + "_" + timepoint if len(modality_folders) < 4: - self.subject_timepoint_missing_modalities.append(subject + "_" + timepoint) + msg = ( + f"Less than 4 modalities where identified: {modality_folders}. " + "Please ensure all modalities are present." + ) + self.subject_timepoint_missing_modalities.append((subject_tp, msg)) return # check if there are extra modalities if len(modality_folders) > 4: - self.subject_timepoint_extra_modalities.append(subject + "_" + timepoint) + msg = ( + f"More than 4 modalities where identified: {modality_folders}. " + "Please review your data and remove any unwanted files/folders." + ) + self.subject_timepoint_extra_modalities.append((subject_tp, msg)) return # goldilocks zone @@ -134,23 +159,25 @@ def process_timepoint(self, timepoint, subject, subject_dir): if modality_id != modality_norm: continue - valid_dicom, first_dicom_file = verify_dicom_folder(modality_path) + valid_dicom, first_dicom_file, msg = verify_dicom_folder(modality_path) if valid_dicom: detected_modalities[modality_to_check] = first_dicom_file break else: - self.subject_timepoint_missing_modalities.append( - subject + "_" + timepoint + "_" + modality - ) + subject_tp_mod = subject + "_" + timepoint + "_" + modality + self.subject_timepoint_missing_modalities.append((subject_tp_mod, msg)) # check if any modalities are missing modalities_missing = False for modality in detected_modalities: if detected_modalities[modality] is None: modalities_missing = True - self.subject_timepoint_missing_modalities.append( - subject + "_" + timepoint + "_" + modality + subject_tp_mod = subject + "_" + timepoint + "_" + modality + msg = ( + f"A valid file/directory corresponding to modality {modality} could not be found. " + "Please ensure all modalities are included and are valid." ) + self.subject_timepoint_missing_modalities.append((subject_tp_mod, msg)) if modalities_missing: return @@ -200,12 +227,12 @@ def main(inputDir: str, outputCSV: str): if len(missing) > 0: print( "WARNING: The following subject timepoints are missing modalities: ", - missing, + [subject for subject, _ in missing], ) if len(extra) > 0: print( "WARNING: The following subject timepoints have extra modalities: ", - extra, + [subject for subject, _ in extra], ) print("Done!") From 07dc09220dd0096685ba2730787028acc4fd6394 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Tue, 7 May 2024 12:15:32 -0500 Subject: [PATCH 32/44] Implement artifact cleanup to reduce storage consumption --- mlcubes/data_preparation/mlcube/mlcube.yaml | 2 +- .../project/stages/nifti_transform.py | 11 +++++++++++ 2 files changed, 12 insertions(+), 1 deletion(-) diff --git a/mlcubes/data_preparation/mlcube/mlcube.yaml b/mlcubes/data_preparation/mlcube/mlcube.yaml index 80a5420..948388c 100644 --- a/mlcubes/data_preparation/mlcube/mlcube.yaml +++ b/mlcubes/data_preparation/mlcube/mlcube.yaml @@ -8,7 +8,7 @@ platform: docker: # Image name - image: mlcommons/rano-data-prep-mlcube:1.0.3 + image: mlcommons/rano-data-prep-mlcube:1.0.4 # Docker build context relative to $MLCUBE_ROOT. Default is `build`. build_context: "../project" # Docker file name within docker build context, default is `Dockerfile`. diff --git a/mlcubes/data_preparation/project/stages/nifti_transform.py b/mlcubes/data_preparation/project/stages/nifti_transform.py index 55b1e22..b55b113 100644 --- a/mlcubes/data_preparation/project/stages/nifti_transform.py +++ b/mlcubes/data_preparation/project/stages/nifti_transform.py @@ -60,12 +60,23 @@ def execute(self, index: Union[str, int], report: pd.DataFrame) -> pd.DataFrame: """ self.__prepare_exec() self.__process_case(index) + self.__cleanup_artifacts(index) report, success = self.__update_report(index, report) self.prep.write() self.__update_metadata() return report, success + def __cleanup_artifacts(self, index): + unused_artifacts_substrs = ["raw", "to_SRI", ".mat"] + _, out_path = self.__get_output_paths(index) + root_artifacts = os.listdir(out_path) + for artifact in root_artifacts: + if not any([substr in artifact for substr in unused_artifacts_substrs]): + continue + artifact_path = os.path.join(out_path, artifact) + os.remove(artifact_path) + def __get_output_paths(self, index: Union[str, int]): id, tp = get_id_tp(index) fets_path = os.path.join(self.prep.final_output_dir, id, tp) From 373214af2b858402290832ac53350d0b99269b1a Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Wed, 15 May 2024 15:36:03 -0500 Subject: [PATCH 33/44] Fix permission denied when overwriting extract contents --- mlcubes/data_preparation/project/stages/extract.py | 1 + 1 file changed, 1 insertion(+) diff --git a/mlcubes/data_preparation/project/stages/extract.py b/mlcubes/data_preparation/project/stages/extract.py index c898739..ebdbd8e 100644 --- a/mlcubes/data_preparation/project/stages/extract.py +++ b/mlcubes/data_preparation/project/stages/extract.py @@ -97,6 +97,7 @@ def __copy_case(self, index: Union[str, int]): prev_paths = self.__get_paths(index, self.prev_path, self.prev_subpath) copy_paths = self.__get_paths(index, self.out_path, self.prev_subpath) for prev, copy in zip(prev_paths, copy_paths): + shutil.rmtree(copy, ignore_errors=True) shutil.copytree(prev, copy, dirs_exist_ok=True) def _process_case(self, index: Union[str, int]): From 7ddf3b81693d5689bedb107b967966af9a9f88d1 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Wed, 15 May 2024 16:41:34 -0500 Subject: [PATCH 34/44] Update data prep mlcube to 1.0.5 --- mlcubes/data_preparation/mlcube/mlcube.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mlcubes/data_preparation/mlcube/mlcube.yaml b/mlcubes/data_preparation/mlcube/mlcube.yaml index 948388c..978ca12 100644 --- a/mlcubes/data_preparation/mlcube/mlcube.yaml +++ b/mlcubes/data_preparation/mlcube/mlcube.yaml @@ -8,7 +8,7 @@ platform: docker: # Image name - image: mlcommons/rano-data-prep-mlcube:1.0.4 + image: mlcommons/rano-data-prep-mlcube:1.0.5 # Docker build context relative to $MLCUBE_ROOT. Default is `build`. build_context: "../project" # Docker file name within docker build context, default is `Dockerfile`. From 06f9181d0d4f3a781474f83ba9cc7727c181367a Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Tue, 11 Jun 2024 11:53:29 -0500 Subject: [PATCH 35/44] Add verbosity to report generation. Fix lost progress issue --- .../data_preparation/project/stages/generate_report.py | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/mlcubes/data_preparation/project/stages/generate_report.py b/mlcubes/data_preparation/project/stages/generate_report.py index 4714b24..4431793 100644 --- a/mlcubes/data_preparation/project/stages/generate_report.py +++ b/mlcubes/data_preparation/project/stages/generate_report.py @@ -296,7 +296,9 @@ def execute(self, report: pd.DataFrame) -> Tuple[pd.DataFrame, bool]: "labels_path", "input_hash", ] + print("Initializing report") if report is None: + print("No previous report was identified. Creating a new one") report = pd.DataFrame(columns=cols) input_is_prepared = has_prepared_folder_structure( @@ -304,6 +306,7 @@ def execute(self, report: pd.DataFrame) -> Tuple[pd.DataFrame, bool]: ) if input_is_prepared: # If prepared, store data directly in the data folder + print("Input data looks prepared already. Skipping preprocessing") self.output_path = self.done_data_out_path observed_cases = set() @@ -361,15 +364,18 @@ def execute(self, report: pd.DataFrame) -> Tuple[pd.DataFrame, bool]: # if so, override the contents and restart the state for that case case = report.loc[index] has_not_changed = case["input_hash"] == input_hash - has_a_valid_status = isinstance(case["status"], float) and not np.isnan(case["status"]) + has_a_valid_status = not np.isnan(case["status"]) if has_not_changed and has_a_valid_status: continue + print(f"Case {index} has either changed ({not has_not_changed}) or has a corrupted status ({not has_a_valid_status}). Starting from scratch") + shutil.rmtree(out_tp_path, ignore_errors=True) shutil.copytree(in_tp_path, out_tp_path) report = report.drop(index) else: # New case not identified by the report. Add it + print(f"New case identified: {index}. Adding to report") shutil.rmtree(out_tp_path, ignore_errors=True) shutil.copytree(in_tp_path, out_tp_path) From 1e3ac0c5191419efcfc99304dd378883fc6a13b9 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Tue, 11 Jun 2024 11:53:42 -0500 Subject: [PATCH 36/44] Remove traceback for sanity check failure --- mlcubes/data_preparation/project/mlcube.py | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/mlcubes/data_preparation/project/mlcube.py b/mlcubes/data_preparation/project/mlcube.py index 9cd504f..7d0c96e 100644 --- a/mlcubes/data_preparation/project/mlcube.py +++ b/mlcubes/data_preparation/project/mlcube.py @@ -7,7 +7,7 @@ app = typer.Typer() -def exec_python(cmd: str) -> None: +def exec_python(cmd: str, check_for_failure=True) -> None: """Execute a python script as a subprocess Args: @@ -16,7 +16,8 @@ def exec_python(cmd: str) -> None: splitted_cmd = cmd.split() process = subprocess.Popen(splitted_cmd, cwd=".") process.wait() - assert process.returncode == 0, f"command failed: {cmd}" + if check_for_failure: + assert process.returncode == 0, f"command failed: {cmd}" @app.command("prepare") @@ -55,7 +56,7 @@ def sanity_check( ): # Modify the statistics command as needed cmd = f"python3 /project/statistics.py --data_path={data_path} --labels_path={labels_path} --out_file={out_path} --metadata={metadata_path}" - exec_python(cmd) + exec_python(cmd, check_for_failure=False) # Don't throw an error if it fails, to avoid traceback and confusion from users if __name__ == "__main__": From 6afc374bc5cfa792fd7fc57b092457e56e7ef477 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Tue, 11 Jun 2024 11:53:52 -0500 Subject: [PATCH 37/44] Update container version --- mlcubes/data_preparation/mlcube/mlcube.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mlcubes/data_preparation/mlcube/mlcube.yaml b/mlcubes/data_preparation/mlcube/mlcube.yaml index 978ca12..1d9896d 100644 --- a/mlcubes/data_preparation/mlcube/mlcube.yaml +++ b/mlcubes/data_preparation/mlcube/mlcube.yaml @@ -8,7 +8,7 @@ platform: docker: # Image name - image: mlcommons/rano-data-prep-mlcube:1.0.5 + image: mlcommons/rano-data-prep-mlcube:1.0.6 # Docker build context relative to $MLCUBE_ROOT. Default is `build`. build_context: "../project" # Docker file name within docker build context, default is `Dockerfile`. From 04b25cb4c911f28988fe63a3e6449329a20862bc Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Tue, 2 Jul 2024 13:16:38 -0500 Subject: [PATCH 38/44] Use temporary files for report writes --- mlcubes/data_preparation/project/stages/pipeline.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/mlcubes/data_preparation/project/stages/pipeline.py b/mlcubes/data_preparation/project/stages/pipeline.py index 99fa293..8151ac3 100644 --- a/mlcubes/data_preparation/project/stages/pipeline.py +++ b/mlcubes/data_preparation/project/stages/pipeline.py @@ -2,6 +2,7 @@ from typing import Union, List, Tuple from tqdm import tqdm import traceback +import tempfile import yaml import os @@ -30,8 +31,12 @@ def normalize_report_paths(report: DataFrame) -> DataFrame: def write_report(report: DataFrame, filepath: str): report = normalize_report_paths(report) report_dict = report.to_dict() - with open(filepath, "w") as f: + + # Use a temporary file to avoid quick writes collisions and corruption + temp_fd, temp_path = tempfile.mkstemp(suffix='.yaml') + with os.fdopen(temp_fd, 'w') as f: yaml.dump(report_dict, f) + os.rename(temp_path, filepath) class Pipeline: From 0f9ae3811bd8adfa66402c4b662ac548ee5ddc6e Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Tue, 2 Jul 2024 14:56:34 -0500 Subject: [PATCH 39/44] Write to a normal temporary file instead of tempfile --- mlcubes/data_preparation/project/stages/pipeline.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/mlcubes/data_preparation/project/stages/pipeline.py b/mlcubes/data_preparation/project/stages/pipeline.py index 8151ac3..43ce9d2 100644 --- a/mlcubes/data_preparation/project/stages/pipeline.py +++ b/mlcubes/data_preparation/project/stages/pipeline.py @@ -2,7 +2,7 @@ from typing import Union, List, Tuple from tqdm import tqdm import traceback -import tempfile +from pathlib import Path import yaml import os @@ -33,8 +33,8 @@ def write_report(report: DataFrame, filepath: str): report_dict = report.to_dict() # Use a temporary file to avoid quick writes collisions and corruption - temp_fd, temp_path = tempfile.mkstemp(suffix='.yaml') - with os.fdopen(temp_fd, 'w') as f: + temp_path = Path(filepath).parent / ".report.yaml" + with open(temp_path, 'w') as f: yaml.dump(report_dict, f) os.rename(temp_path, filepath) From 8b8fa6fe3e058f795ad7081210ee648a3df0e081 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Tue, 2 Jul 2024 15:11:55 -0500 Subject: [PATCH 40/44] Increase version number --- mlcubes/data_preparation/mlcube/mlcube.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mlcubes/data_preparation/mlcube/mlcube.yaml b/mlcubes/data_preparation/mlcube/mlcube.yaml index 1d9896d..ae58b9e 100644 --- a/mlcubes/data_preparation/mlcube/mlcube.yaml +++ b/mlcubes/data_preparation/mlcube/mlcube.yaml @@ -8,7 +8,7 @@ platform: docker: # Image name - image: mlcommons/rano-data-prep-mlcube:1.0.6 + image: mlcommons/rano-data-prep-mlcube:1.0.7 # Docker build context relative to $MLCUBE_ROOT. Default is `build`. build_context: "../project" # Docker file name within docker build context, default is `Dockerfile`. From 1c22016d1a1bcde20c57ad0972d3d59eff2fa21c Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Tue, 30 Jul 2024 14:43:51 -0500 Subject: [PATCH 41/44] Provide more verbose stdout for identifying errors --- mlcubes/data_preparation/mlcube/mlcube.yaml | 2 +- mlcubes/data_preparation/project/stages/comparison.py | 2 ++ mlcubes/data_preparation/project/stages/confirm.py | 2 ++ mlcubes/data_preparation/project/stages/extract.py | 5 ++++- mlcubes/data_preparation/project/stages/get_csv.py | 6 ++++-- mlcubes/data_preparation/project/stages/manual.py | 2 ++ mlcubes/data_preparation/project/stages/nifti_transform.py | 5 ++++- mlcubes/data_preparation/project/stages/pipeline.py | 6 ++++++ 8 files changed, 25 insertions(+), 5 deletions(-) diff --git a/mlcubes/data_preparation/mlcube/mlcube.yaml b/mlcubes/data_preparation/mlcube/mlcube.yaml index ae58b9e..bacbf79 100644 --- a/mlcubes/data_preparation/mlcube/mlcube.yaml +++ b/mlcubes/data_preparation/mlcube/mlcube.yaml @@ -8,7 +8,7 @@ platform: docker: # Image name - image: mlcommons/rano-data-prep-mlcube:1.0.7 + image: mlcommons/rano-data-prep-mlcube:1.0.8 # Docker build context relative to $MLCUBE_ROOT. Default is `build`. build_context: "../project" # Docker file name within docker build context, default is `Dockerfile`. diff --git a/mlcubes/data_preparation/project/stages/comparison.py b/mlcubes/data_preparation/project/stages/comparison.py index 9d17f2a..32a2174 100644 --- a/mlcubes/data_preparation/project/stages/comparison.py +++ b/mlcubes/data_preparation/project/stages/comparison.py @@ -106,6 +106,7 @@ def __report_success( return report def could_run(self, index: Union[str, int], report: DataFrame) -> bool: + print(f"Checking if {self.name} can run") # Ensure a single reviewed segmentation file exists path = self.__get_input_path(index) gt_path = self.__get_backup_path(index) @@ -125,6 +126,7 @@ def could_run(self, index: Union[str, int], report: DataFrame) -> bool: prev_hash = report.loc[index]["segmentation_hash"] hash_changed = prev_hash != reviewed_hash + print(f"{path_exists=} and {contains_case=} and {gt_path_exists=} and {hash_changed=}") is_valid = path_exists and contains_case and gt_path_exists and hash_changed return is_valid diff --git a/mlcubes/data_preparation/project/stages/confirm.py b/mlcubes/data_preparation/project/stages/confirm.py index 63f706e..ae83074 100644 --- a/mlcubes/data_preparation/project/stages/confirm.py +++ b/mlcubes/data_preparation/project/stages/confirm.py @@ -127,6 +127,7 @@ def __process_row(self, row: pd.Series) -> pd.Series: return row def could_run(self, report: DataFrame) -> bool: + print(f"Checking if {self.name} can run") # could run once all cases have been compared to the ground truth missing_voxels = report["num_changed_voxels"].isnull().values.any() prev_path_exists = os.path.exists(self.prev_stage_path) @@ -134,6 +135,7 @@ def could_run(self, report: DataFrame) -> bool: if prev_path_exists: empty_prev_path = len(os.listdir(self.prev_stage_path)) == 0 + print(f"{prev_path_exists=} and not {empty_prev_path=} and not {missing_voxels=}") return prev_path_exists and not empty_prev_path and not missing_voxels def execute(self, report: DataFrame) -> Tuple[DataFrame, bool]: diff --git a/mlcubes/data_preparation/project/stages/extract.py b/mlcubes/data_preparation/project/stages/extract.py index ebdbd8e..8c76d96 100644 --- a/mlcubes/data_preparation/project/stages/extract.py +++ b/mlcubes/data_preparation/project/stages/extract.py @@ -57,8 +57,11 @@ def could_run(self, index: Union[str, int], report: pd.DataFrame) -> bool: Returns: bool: Wether this stage could be executed for the given case """ + print(f"Checking if {self.name} can run") prev_paths = self.__get_paths(index, self.prev_path, self.prev_subpath) - return all([os.path.exists(path) for path in prev_paths]) + is_valid = all([os.path.exists(path) for path in prev_paths]) + print(f"{is_valid=}") + return is_valid def execute( self, index: Union[str, int], report: pd.DataFrame diff --git a/mlcubes/data_preparation/project/stages/get_csv.py b/mlcubes/data_preparation/project/stages/get_csv.py index e50bcfc..ac75692 100644 --- a/mlcubes/data_preparation/project/stages/get_csv.py +++ b/mlcubes/data_preparation/project/stages/get_csv.py @@ -47,10 +47,12 @@ def could_run(self, index: Union[str, int], report: pd.DataFrame) -> bool: Returns: bool: wether this stage could be executed """ + print(f"Checking if {self.name} can run") id, tp = get_id_tp(index) prev_case_path = os.path.join(self.prev_stage_path, id, tp) - - return os.path.exists(prev_case_path) + is_valid = os.path.exists(prev_case_path) + print(f"{is_valid=}") + return is_valid def execute( self, index: Union[str, int], report: pd.DataFrame diff --git a/mlcubes/data_preparation/project/stages/manual.py b/mlcubes/data_preparation/project/stages/manual.py index 89ce48a..27a0ee8 100644 --- a/mlcubes/data_preparation/project/stages/manual.py +++ b/mlcubes/data_preparation/project/stages/manual.py @@ -155,6 +155,7 @@ def __report_rollback( return report def could_run(self, index: Union[str, int], report: pd.DataFrame) -> bool: + print(f"Checking if {self.name} can run") out_path = self.__get_output_path(index) cases = [] if os.path.exists(out_path): @@ -169,6 +170,7 @@ def could_run(self, index: Union[str, int], report: pd.DataFrame) -> bool: segmentation_exists = os.path.exists(in_path) annotation_exists = len(cases) == 1 brain_mask_changed = brain_mask_hash != expected_brain_mask_hash + print(f"{segmentation_exists=} and (not {annotation_exists=} or {brain_mask_changed=})") return segmentation_exists and (not annotation_exists or brain_mask_changed) def execute( diff --git a/mlcubes/data_preparation/project/stages/nifti_transform.py b/mlcubes/data_preparation/project/stages/nifti_transform.py index b55b113..9267c39 100644 --- a/mlcubes/data_preparation/project/stages/nifti_transform.py +++ b/mlcubes/data_preparation/project/stages/nifti_transform.py @@ -42,10 +42,13 @@ def could_run(self, index: Union[str, int], report: pd.DataFrame) -> bool: Returns: bool: Wether this stage could be executed for the given case """ + print(f"Checking if {self.name} can run") id, tp = get_id_tp(index) prev_case_path = os.path.join(self.prev_stage_path, id, tp) if os.path.exists(prev_case_path): - return len(os.listdir(prev_case_path)) > 0 + is_valid = len(os.listdir(prev_case_path)) > 0 + print(f"{is_valid}") + return is_valid return False def execute(self, index: Union[str, int], report: pd.DataFrame) -> pd.DataFrame: diff --git a/mlcubes/data_preparation/project/stages/pipeline.py b/mlcubes/data_preparation/project/stages/pipeline.py index 43ce9d2..3ecf2f4 100644 --- a/mlcubes/data_preparation/project/stages/pipeline.py +++ b/mlcubes/data_preparation/project/stages/pipeline.py @@ -145,6 +145,8 @@ def determine_next_stage( runnable_stage = self.stages[i] could_run_stages.append(runnable_stage) + print(f"Possible next stages: {[stage.name for stage in could_run_stages]}") + # TODO: split into a function if len(could_run_stages) == 1: stage = could_run_stages[0] @@ -159,6 +161,7 @@ def determine_next_stage( # Either no stage can be executed (len(could_run_stages == 0)) # or multiple stages can be executed (len(could_run_stages > 1)) report_stage = self.__get_report_stage_to_run(subject, report) + print(f"Reported next stage: {report_stage.name}") # TODO: split into a function if len(could_run_stages) == 0: @@ -237,9 +240,12 @@ def process_subject( # Filter out invalid subjects working_report = report[~report.index.isin(invalid_subjects)].copy() + print(f"Determining next stage for {subject}", flush=True) stage, done = self.determine_next_stage(subject, working_report) + print(f"Next stage for {subject}: {stage.name}", flush=True) if done: + print(f"Subject {subject} is Done", flush=True) break try: From b2fcf6e3e7c063f587b5c0971741b727415933fe Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Wed, 31 Jul 2024 10:54:59 -0500 Subject: [PATCH 42/44] Handle cases where next stage is None --- mlcubes/data_preparation/project/stages/pipeline.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/mlcubes/data_preparation/project/stages/pipeline.py b/mlcubes/data_preparation/project/stages/pipeline.py index 3ecf2f4..b876c85 100644 --- a/mlcubes/data_preparation/project/stages/pipeline.py +++ b/mlcubes/data_preparation/project/stages/pipeline.py @@ -161,7 +161,8 @@ def determine_next_stage( # Either no stage can be executed (len(could_run_stages == 0)) # or multiple stages can be executed (len(could_run_stages > 1)) report_stage = self.__get_report_stage_to_run(subject, report) - print(f"Reported next stage: {report_stage.name}") + if report_stage is not None: + print(f"Reported next stage: {report_stage.name}") # TODO: split into a function if len(could_run_stages) == 0: @@ -242,7 +243,8 @@ def process_subject( print(f"Determining next stage for {subject}", flush=True) stage, done = self.determine_next_stage(subject, working_report) - print(f"Next stage for {subject}: {stage.name}", flush=True) + if stage is not None: + print(f"Next stage for {subject}: {stage.name}", flush=True) if done: print(f"Subject {subject} is Done", flush=True) From 2b487038a5e47ba63b08528a39afdc20763ee0c3 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Wed, 31 Jul 2024 11:07:43 -0500 Subject: [PATCH 43/44] update image version --- mlcubes/data_preparation/mlcube/mlcube.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mlcubes/data_preparation/mlcube/mlcube.yaml b/mlcubes/data_preparation/mlcube/mlcube.yaml index bacbf79..380c115 100644 --- a/mlcubes/data_preparation/mlcube/mlcube.yaml +++ b/mlcubes/data_preparation/mlcube/mlcube.yaml @@ -8,7 +8,7 @@ platform: docker: # Image name - image: mlcommons/rano-data-prep-mlcube:1.0.8 + image: mlcommons/rano-data-prep-mlcube:1.0.9 # Docker build context relative to $MLCUBE_ROOT. Default is `build`. build_context: "../project" # Docker file name within docker build context, default is `Dockerfile`. From 2c846dcaf2204c2a7c32302981d4959251135124 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Wed, 28 Aug 2024 14:28:17 -0500 Subject: [PATCH 44/44] Display contents of finalized folder on error --- mlcubes/data_preparation/mlcube/mlcube.yaml | 2 +- mlcubes/data_preparation/project/stages/manual.py | 6 ++++-- 2 files changed, 5 insertions(+), 3 deletions(-) diff --git a/mlcubes/data_preparation/mlcube/mlcube.yaml b/mlcubes/data_preparation/mlcube/mlcube.yaml index 380c115..bed7269 100644 --- a/mlcubes/data_preparation/mlcube/mlcube.yaml +++ b/mlcubes/data_preparation/mlcube/mlcube.yaml @@ -8,7 +8,7 @@ platform: docker: # Image name - image: mlcommons/rano-data-prep-mlcube:1.0.9 + image: mlcommons/rano-data-prep-mlcube:1.0.10 # Docker build context relative to $MLCUBE_ROOT. Default is `build`. build_context: "../project" # Docker file name within docker build context, default is `Dockerfile`. diff --git a/mlcubes/data_preparation/project/stages/manual.py b/mlcubes/data_preparation/project/stages/manual.py index 27a0ee8..a3bc550 100644 --- a/mlcubes/data_preparation/project/stages/manual.py +++ b/mlcubes/data_preparation/project/stages/manual.py @@ -97,7 +97,7 @@ def __report_step_missing( return report def __report_multiple_cases_error( - self, index: Union[str, int], report: pd.DataFrame + self, index: Union[str, int], report: pd.DataFrame, cases: list ) -> pd.DataFrame: path = self.__get_output_path(index) data_path = report.loc[index, "data_path"] @@ -106,6 +106,8 @@ def __report_multiple_cases_error( "status": -self.status_code - 0.1, # -5.1 "data_path": data_path, "labels_path": path, + "comment": f"Multiple files were identified in the labels path: {cases}. " \ + + "Please ensure that there is only the manually corrected segmentation file." } update_row_with_dict(report, report_data, index) return report @@ -215,7 +217,7 @@ def execute( if len(cases) > 1: # Found more than one reviewed case - return self.__report_multiple_cases_error(index, report), False + return self.__report_multiple_cases_error(index, report, cases), False elif not len(cases): # Found no cases yet reviewed return self.__report_step_missing(index, report), False