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Fix failures from many pulls from hub.docker.com (Done) #1406

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Jan 6, 2021
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c41eec2
changed year 2020 in copyright to "2020 - 2021" for both occurences
danielschulz Jan 5, 2021
a749026
added SHA256 check before unpacking downloaded artifacts
danielschulz Jan 5, 2021
e3f5f02
added danielschulz-specific changes for GitHu Actions to work properly
danielschulz Jan 5, 2021
bd23cf6
Merge branch 'master' of https://github.com/Project-MONAI/MONAI into …
danielschulz Jan 6, 2021
77525e7
Merge branch 'master' of https://github.com/Project-MONAI/MONAI into …
danielschulz Jan 6, 2021
c081612
Merge branch 'main' of https://github.com/danielschulz/MONAI into 138…
danielschulz Jan 6, 2021
6d73555
added test
danielschulz Jan 6, 2021
cc22bf5
Merge branch 'master' into main
danielschulz Jan 6, 2021
1f0f3dc
revoked test line
danielschulz Jan 6, 2021
9eef6cc
migrated code to local registry instead of hub.docker.com to circumve…
danielschulz Jan 6, 2021
9410aed
Merge branch 'master' into 1380-dockerhub-rate-limit
danielschulz Jan 6, 2021
479cc05
reverted back local-only changes
danielschulz Jan 6, 2021
4b2a14d
improved checking integrity of NGC CLI
danielschulz Jan 6, 2021
54ef6e9
removed typo in GH repository variable
danielschulz Jan 6, 2021
7857881
added remark
danielschulz Jan 6, 2021
a58b927
improved MAINTAINER label
danielschulz Jan 6, 2021
f7b2c9e
Merge branch 'master' into 1380-dockerhub-rate-limit
wyli Jan 6, 2021
13ba448
2020 - 2021
wyli Jan 6, 2021
1fc8ded
Merge branch 'master' into 1380-dockerhub-rate-limit
wyli Jan 6, 2021
1dc66bd
2021
wyli Jan 6, 2021
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2 changes: 1 addition & 1 deletion .github/workflows/cron.yml
Original file line number Diff line number Diff line change
Expand Up @@ -56,7 +56,7 @@ jobs:
cron-docker:
if: github.repository == 'Project-MONAI/MONAI'
container:
image: docker://projectmonai/monai:latest
image: localhost:5000/local_monai:stable # use currently latest, stable locally available docker image
options: "--gpus all"
runs-on: [self-hosted, linux, x64, common]
steps:
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6 changes: 6 additions & 0 deletions .github/workflows/setupapp.yml
Original file line number Diff line number Diff line change
Expand Up @@ -149,10 +149,16 @@ jobs:
ref: master
- name: docker_build
run: |
# build and run original docker image for local registry
docker build -t localhost:5000/local_monai:latest -f Dockerfile .
docker push localhost:5000/local_monai:latest
# build once more w/ tag "latest": remove flake package as it is not needed on hub.docker.com
sed -i '/flake/d' requirements-dev.txt
docker build -t projectmonai/monai:latest -f Dockerfile .
# also push as tag "stable" to local registry
docker build tag projectmonai/monai:latest localhost:5000/local_monai:stable
docker push localhost:5000/local_monai:stable
# distribute as always w/ tag "latest" to hub.docker.com
docker login -u projectmonai -p ${{ secrets.DOCKER_PW }}
docker push projectmonai/monai:latest
docker logout
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2 changes: 1 addition & 1 deletion CONTRIBUTING.md
Original file line number Diff line number Diff line change
Expand Up @@ -60,7 +60,7 @@ pip install -U -r requirements-dev.txt # install the latest tools

License information: all source code files should start with this paragraph:
```
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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18 changes: 14 additions & 4 deletions Dockerfile
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
Expand All @@ -11,10 +11,12 @@

ARG PYTORCH_IMAGE=nvcr.io/nvidia/pytorch:20.10-py3

FROM ${PYTORCH_IMAGE} as base
FROM ${PYTORCH_IMAGE}

MAINTAINER MONAI Consortium <monai.miccai2019@gmail.com>

WORKDIR /opt/monai
ENV PATH=/opt/tools:$PATH
ENV PATH=/opt/tools:${PATH}

# install full deps
COPY requirements.txt requirements-min.txt requirements-dev.txt /tmp/
Expand All @@ -23,13 +25,21 @@ RUN cp /tmp/requirements.txt /tmp/req.bak \
&& python -m pip install --no-cache-dir --use-feature=2020-resolver -r /tmp/requirements-dev.txt

# compile ext and remove temp files
# TODO: remark for issue [revise the dockerfile #1276](https://github.com/Project-MONAI/MONAI/issues/1276)
wyli marked this conversation as resolved.
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# please specify exact files and folders to be copied -- else, basically always, the Docker build process cannot cache
# this or anything below it and always will build from at most here; one file change leads to no caching from here on...
COPY . .
RUN BUILD_MONAI=1 FORCE_CUDA=1 python setup.py develop \
&& rm -rf build __pycache__

# NGC Client
WORKDIR /opt/tools
RUN wget -q https://ngc.nvidia.com/downloads/ngccli_cat_linux.zip && \
ARG NGC_CLI_URI="https://ngc.nvidia.com/downloads/ngccli_cat_linux.zip"
RUN wget -q ${NGC_CLI_URI} && \
# check integrity of downloaded archive using SHA256 hash; append "-s" option to supress print oneliner
md5sum -c ngc.md5 && \
unzip ngccli_cat_linux.zip && chmod u+x ngc && \
rm -rf ngccli_cat_linux.zip ngc.md5
# append /opt/tools to runtime path for NGC CLI to be accessible from all file system locations
ENV PATH=${PATH}:/opt/tools
WORKDIR /opt/monai
2 changes: 1 addition & 1 deletion docs/source/conf.py
Original file line number Diff line number Diff line change
Expand Up @@ -22,7 +22,7 @@

# -- Project information -----------------------------------------------------
project = "MONAI"
copyright = "2020 MONAI Consortium"
copyright = "2020 - 2021 MONAI Consortium"
author = "MONAI Contributors"

# The full version, including alpha/beta/rc tags
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4 changes: 2 additions & 2 deletions monai/__init__.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
Expand All @@ -22,7 +22,7 @@
__revision_id__ = version_dict.get("full-revisionid", None)
del get_versions, version_dict

__copyright__ = "(c) 2020 MONAI Consortium"
__copyright__ = "(c) 2020 - 2021 MONAI Consortium"

__basedir__ = os.path.dirname(__file__)

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2 changes: 1 addition & 1 deletion monai/apps/__init__.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/apps/datasets.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/apps/utils.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/config/__init__.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/config/deviceconfig.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/config/type_definitions.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/ext.cpp
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/filtering/bilateral/bilateral.h
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/filtering/bilateral/bilateralfilter_cpu.cpp
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/filtering/bilateral/bilateralfilter_cpu_phl.cpp
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/filtering/bilateral/bilateralfilter_cuda.cu
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/filtering/bilateral/bilateralfilter_cuda_phl.cu
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/filtering/filtering.h
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/filtering/permutohedral/hash_table.cu
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/filtering/permutohedral/permutohedral.h
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/filtering/permutohedral/permutohedral_cpu.cpp
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/filtering/permutohedral/permutohedral_cuda.cu
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/lltm/lltm.h
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/lltm/lltm_cpu.cpp
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/lltm/lltm_cuda.cu
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/resample/bounds_common.h
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/resample/interpolation_common.h
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/resample/pushpull.h
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/resample/pushpull_cpu.cpp
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/resample/pushpull_cuda.cu
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/utils/common_utils.h
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/utils/meta_macros.h
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/utils/resample_utils.h
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/csrc/utils/tensor_description.h
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
Copyright 2020 MONAI Consortium
Copyright 2020 - 2021 MONAI Consortium
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/data/__init__.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/data/csv_saver.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/data/dataloader.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/data/dataset.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/data/decathlon_datalist.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/data/grid_dataset.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/data/image_reader.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/data/iterable_dataset.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/data/nifti_reader.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/data/nifti_saver.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/data/nifti_writer.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/data/png_saver.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/data/png_writer.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/data/synthetic.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/data/thread_buffer.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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2 changes: 1 addition & 1 deletion monai/data/utils.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# Copyright 2020 MONAI Consortium
# Copyright 2020 - 2021 MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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