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Merged
merged 699 commits into from
Oct 12, 2024
Merged

merge master #472

merged 699 commits into from
Oct 12, 2024

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Nic-Ma
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@Nic-Ma Nic-Ma commented Oct 12, 2024

Fixes # .

Description

A few sentences describing the changes proposed in this pull request.

Types of changes

  • Non-breaking change (fix or new feature that would not break existing functionality).
  • Breaking change (fix or new feature that would cause existing functionality to change).
  • New tests added to cover the changes.
  • Integration tests passed locally by running ./runtests.sh -f -u --net --coverage.
  • Quick tests passed locally by running ./runtests.sh --quick --unittests --disttests.
  • In-line docstrings updated.
  • Documentation updated, tested make html command in the docs/ folder.

monai-bot and others added 30 commits October 30, 2023 09:41
Signed-off-by: monai-bot <[email protected]>

Signed-off-by: monai-bot <[email protected]>
Fixes #7167

### Description
Make all the setting methods in `AutoRunner` to return `self` to enable
chaining in cli.

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).

---------

Signed-off-by: Behrooz <[email protected]>
Towards completing #6676 .

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [x] In-line docstrings updated.
- [x] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: Mark Graham <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Bumps [actions/checkout](https://github.com/actions/checkout) from 3 to
4.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/actions/checkout/releases">actions/checkout's
releases</a>.</em></p>
<blockquote>
<h2>v4.0.0</h2>
<h2>What's Changed</h2>
<ul>
<li>Update default runtime to node20 by <a
href="https://github.com/takost"><code>@​takost</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1436">actions/checkout#1436</a></li>
<li>Support fetching without the --progress option by <a
href="https://github.com/simonbaird"><code>@​simonbaird</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1067">actions/checkout#1067</a></li>
<li>Release 4.0.0 by <a
href="https://github.com/takost"><code>@​takost</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1447">actions/checkout#1447</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a href="https://github.com/takost"><code>@​takost</code></a> made
their first contribution in <a
href="https://redirect.github.com/actions/checkout/pull/1436">actions/checkout#1436</a></li>
<li><a
href="https://github.com/simonbaird"><code>@​simonbaird</code></a> made
their first contribution in <a
href="https://redirect.github.com/actions/checkout/pull/1067">actions/checkout#1067</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/actions/checkout/compare/v3...v4.0.0">https://github.com/actions/checkout/compare/v3...v4.0.0</a></p>
<h2>v3.6.0</h2>
<h2>What's Changed</h2>
<ul>
<li>Mark test scripts with Bash'isms to be run via Bash by <a
href="https://github.com/dscho"><code>@​dscho</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1377">actions/checkout#1377</a></li>
<li>Add option to fetch tags even if fetch-depth &gt; 0 by <a
href="https://github.com/RobertWieczoreck"><code>@​RobertWieczoreck</code></a>
in <a
href="https://redirect.github.com/actions/checkout/pull/579">actions/checkout#579</a></li>
<li>Release 3.6.0 by <a
href="https://github.com/luketomlinson"><code>@​luketomlinson</code></a>
in <a
href="https://redirect.github.com/actions/checkout/pull/1437">actions/checkout#1437</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a
href="https://github.com/RobertWieczoreck"><code>@​RobertWieczoreck</code></a>
made their first contribution in <a
href="https://redirect.github.com/actions/checkout/pull/579">actions/checkout#579</a></li>
<li><a
href="https://github.com/luketomlinson"><code>@​luketomlinson</code></a>
made their first contribution in <a
href="https://redirect.github.com/actions/checkout/pull/1437">actions/checkout#1437</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/actions/checkout/compare/v3.5.3...v3.6.0">https://github.com/actions/checkout/compare/v3.5.3...v3.6.0</a></p>
<h2>v3.5.3</h2>
<h2>What's Changed</h2>
<ul>
<li>Fix: Checkout Issue in self hosted runner due to faulty submodule
check-ins by <a
href="https://github.com/megamanics"><code>@​megamanics</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1196">actions/checkout#1196</a></li>
<li>Fix typos found by codespell by <a
href="https://github.com/DimitriPapadopoulos"><code>@​DimitriPapadopoulos</code></a>
in <a
href="https://redirect.github.com/actions/checkout/pull/1287">actions/checkout#1287</a></li>
<li>Add support for sparse checkouts by <a
href="https://github.com/dscho"><code>@​dscho</code></a> and <a
href="https://github.com/dfdez"><code>@​dfdez</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1369">actions/checkout#1369</a></li>
<li>Release v3.5.3 by <a
href="https://github.com/TingluoHuang"><code>@​TingluoHuang</code></a>
in <a
href="https://redirect.github.com/actions/checkout/pull/1376">actions/checkout#1376</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a
href="https://github.com/megamanics"><code>@​megamanics</code></a> made
their first contribution in <a
href="https://redirect.github.com/actions/checkout/pull/1196">actions/checkout#1196</a></li>
<li><a
href="https://github.com/DimitriPapadopoulos"><code>@​DimitriPapadopoulos</code></a>
made their first contribution in <a
href="https://redirect.github.com/actions/checkout/pull/1287">actions/checkout#1287</a></li>
<li><a href="https://github.com/dfdez"><code>@​dfdez</code></a> made
their first contribution in <a
href="https://redirect.github.com/actions/checkout/pull/1369">actions/checkout#1369</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/actions/checkout/compare/v3...v3.5.3">https://github.com/actions/checkout/compare/v3...v3.5.3</a></p>
<h2>v3.5.2</h2>
<h2>What's Changed</h2>
<ul>
<li>Fix: Use correct API url / endpoint in GHES by <a
href="https://github.com/fhammerl"><code>@​fhammerl</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1289">actions/checkout#1289</a>
based on <a
href="https://redirect.github.com/actions/checkout/issues/1286">#1286</a>
by <a href="https://github.com/1newsr"><code>@​1newsr</code></a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/actions/checkout/compare/v3.5.1...v3.5.2">https://github.com/actions/checkout/compare/v3.5.1...v3.5.2</a></p>
<h2>v3.5.1</h2>
<h2>What's Changed</h2>
<ul>
<li>Improve checkout performance on Windows runners by upgrading
<code>@​actions/github</code> dependency by <a
href="https://github.com/BrettDong"><code>@​BrettDong</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1246">actions/checkout#1246</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a href="https://github.com/BrettDong"><code>@​BrettDong</code></a>
made their first contribution in <a
href="https://redirect.github.com/actions/checkout/pull/1246">actions/checkout#1246</a></li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/actions/checkout/blob/main/CHANGELOG.md">actions/checkout's
changelog</a>.</em></p>
<blockquote>
<h1>Changelog</h1>
<h2>v4.1.0</h2>
<ul>
<li><a href="https://redirect.github.com/actions/checkout/pull/1396">Add
support for partial checkout filters</a></li>
</ul>
<h2>v4.0.0</h2>
<ul>
<li><a
href="https://redirect.github.com/actions/checkout/pull/1067">Support
fetching without the --progress option</a></li>
<li><a
href="https://redirect.github.com/actions/checkout/pull/1436">Update to
node20</a></li>
</ul>
<h2>v3.6.0</h2>
<ul>
<li><a
href="https://redirect.github.com/actions/checkout/pull/1377">Fix: Mark
test scripts with Bash'isms to be run via Bash</a></li>
<li><a href="https://redirect.github.com/actions/checkout/pull/579">Add
option to fetch tags even if fetch-depth &gt; 0</a></li>
</ul>
<h2>v3.5.3</h2>
<ul>
<li><a
href="https://redirect.github.com/actions/checkout/pull/1196">Fix:
Checkout fail in self-hosted runners when faulty submodule are
checked-in</a></li>
<li><a href="https://redirect.github.com/actions/checkout/pull/1287">Fix
typos found by codespell</a></li>
<li><a href="https://redirect.github.com/actions/checkout/pull/1369">Add
support for sparse checkouts</a></li>
</ul>
<h2>v3.5.2</h2>
<ul>
<li><a href="https://redirect.github.com/actions/checkout/pull/1289">Fix
api endpoint for GHES</a></li>
</ul>
<h2>v3.5.1</h2>
<ul>
<li><a href="https://redirect.github.com/actions/checkout/pull/1246">Fix
slow checkout on Windows</a></li>
</ul>
<h2>v3.5.0</h2>
<ul>
<li><a href="https://redirect.github.com/actions/checkout/pull/1237">Add
new public key for known_hosts</a></li>
</ul>
<h2>v3.4.0</h2>
<ul>
<li><a
href="https://redirect.github.com/actions/checkout/pull/1209">Upgrade
codeql actions to v2</a></li>
<li><a
href="https://redirect.github.com/actions/checkout/pull/1210">Upgrade
dependencies</a></li>
<li><a
href="https://redirect.github.com/actions/checkout/pull/1225">Upgrade
<code>@​actions/io</code></a></li>
</ul>
<h2>v3.3.0</h2>
<ul>
<li><a
href="https://redirect.github.com/actions/checkout/pull/1045">Implement
branch list using callbacks from exec function</a></li>
<li><a href="https://redirect.github.com/actions/checkout/pull/1050">Add
in explicit reference to private checkout options</a></li>
<li>[Fix comment typos (that got added in <a
href="https://redirect.github.com/actions/checkout/issues/770">#770</a>)](<a
href="https://redirect.github.com/actions/checkout/pull/1057">actions/checkout#1057</a>)</li>
</ul>
<h2>v3.2.0</h2>
<ul>
<li><a href="https://redirect.github.com/actions/checkout/pull/942">Add
GitHub Action to perform release</a></li>
<li><a href="https://redirect.github.com/actions/checkout/pull/967">Fix
status badge</a></li>
<li><a
href="https://redirect.github.com/actions/checkout/pull/1002">Replace
datadog/squid with ubuntu/squid Docker image</a></li>
<li><a href="https://redirect.github.com/actions/checkout/pull/964">Wrap
pipeline commands for submoduleForeach in quotes</a></li>
<li><a
href="https://redirect.github.com/actions/checkout/pull/1029">Update
<code>@​actions/io</code> to 1.1.2</a></li>
<li><a
href="https://redirect.github.com/actions/checkout/pull/1039">Upgrading
version to 3.2.0</a></li>
</ul>
<h2>v3.1.0</h2>
<ul>
<li><a href="https://redirect.github.com/actions/checkout/pull/939">Use
<code>@​actions/core</code> <code>saveState</code> and
<code>getState</code></a></li>
<li><a href="https://redirect.github.com/actions/checkout/pull/922">Add
<code>github-server-url</code> input</a></li>
</ul>
<h2>v3.0.2</h2>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/actions/checkout/commit/b4ffde65f46336ab88eb53be808477a3936bae11"><code>b4ffde6</code></a>
Link to release page from what's new section (<a
href="https://redirect.github.com/actions/checkout/issues/1514">#1514</a>)</li>
<li><a
href="https://github.com/actions/checkout/commit/8530928916aaef40f59e6f221989ccb31f5759e7"><code>8530928</code></a>
Correct link to GitHub Docs (<a
href="https://redirect.github.com/actions/checkout/issues/1511">#1511</a>)</li>
<li><a
href="https://github.com/actions/checkout/commit/7cdaf2fbc075e6f3b9ca94cfd6cec5adc8a75622"><code>7cdaf2f</code></a>
Update CODEOWNERS to Launch team (<a
href="https://redirect.github.com/actions/checkout/issues/1510">#1510</a>)</li>
<li><a
href="https://github.com/actions/checkout/commit/8ade135a41bc03ea155e62e844d188df1ea18608"><code>8ade135</code></a>
Prepare 4.1.0 release (<a
href="https://redirect.github.com/actions/checkout/issues/1496">#1496</a>)</li>
<li><a
href="https://github.com/actions/checkout/commit/c533a0a4cfc4962971818edcfac47a2899e69799"><code>c533a0a</code></a>
Add support for partial checkout filters (<a
href="https://redirect.github.com/actions/checkout/issues/1396">#1396</a>)</li>
<li><a
href="https://github.com/actions/checkout/commit/72f2cec99f417b1a1c5e2e88945068983b7965f9"><code>72f2cec</code></a>
Update README.md for V4 (<a
href="https://redirect.github.com/actions/checkout/issues/1452">#1452</a>)</li>
<li><a
href="https://github.com/actions/checkout/commit/3df4ab11eba7bda6032a0b82a6bb43b11571feac"><code>3df4ab1</code></a>
Release 4.0.0 (<a
href="https://redirect.github.com/actions/checkout/issues/1447">#1447</a>)</li>
<li><a
href="https://github.com/actions/checkout/commit/8b5e8b768746b50394015010d25e690bfab9dfbc"><code>8b5e8b7</code></a>
Support fetching without the --progress option (<a
href="https://redirect.github.com/actions/checkout/issues/1067">#1067</a>)</li>
<li><a
href="https://github.com/actions/checkout/commit/97a652b80035363df47baee5031ec8670b8878ac"><code>97a652b</code></a>
Update default runtime to node20 (<a
href="https://redirect.github.com/actions/checkout/issues/1436">#1436</a>)</li>
<li>See full diff in <a
href="https://github.com/actions/checkout/compare/v3...v4">compare
view</a></li>
</ul>
</details>
<br />


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</details>

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Fixes #5394


### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: Wenqi Li <[email protected]>
Add MLflow support in AutoRunner Class.

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: dongy <[email protected]>
Fixes #6627

### Description
adding a `fname_regex` option to the pydicom reader

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [x] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [x] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: Wenqi Li <[email protected]>
Fixes #7186

### Description
remove unnecessary float()

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: KumoLiu <[email protected]>
Co-authored-by: Wenqi Li <[email protected]>
allows setting AutoRunner params from config
allows specifying number of folds in config

---------

Signed-off-by: myron <[email protected]>
Fixes #5484.

### Description

Implemented VoxelMorph and added some docstrings. Checked coding style
locally.

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [x] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [x] In-line docstrings updated.
- [x] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: kaibo <[email protected]>
Signed-off-by: monai-bot <[email protected]>

Signed-off-by: monai-bot <[email protected]>
Fixes # fix useless error msg in nnunetv2runner

### Description

### Types of changes
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).

Signed-off-by: elitap <[email protected]>
Fixes #7230.

### Description

Fix the typing issues and the deprecation.

Also always run type checking with Linux environment, since
ForkServerContext is not available on Windows.

### Types of changes
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).

---------

Signed-off-by: Felix Schnabel <[email protected]>
Fixes # .

### Description

A few sentences describing the changes proposed in this pull request.

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.


Add new developer to blossom-ci trigger list

Signed-off-by: YanxuanLiu <[email protected]>
#7234)

… MONAI with all dependencies on Windows

Fixes #6118

### Description

The Windows shell doesn't recognize single quotes to delimit a string at
all, so on Windows you'll need to use double quotes. It's the same
command no matter which type of quotes you use; after the shell does its
processing, the argument is passed to pip with the quotation marks
already removed.

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

Signed-off-by: ytl0623 <[email protected]>
Avoid syntax error on Windows

### Description

```log
(.venv) C:\Dev\Kitware\python>python -c 'import monai; monai.config.print_debug_info()'
  File "<string>", line 1
    'import
    ^
SyntaxError: unterminated string literal (detected at line 1)
```

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

Signed-off-by: Dženan Zukić <[email protected]>
Co-authored-by: Eric Kerfoot <[email protected]>
Part of #6904

### Description
- Fix inefficient patching in `PatchDataset`
- Add cache option in `GridPatchDataset`

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: KumoLiu <[email protected]>
Signed-off-by: YunLiu <[email protected]>
Co-authored-by: Eric Kerfoot <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Fixes #7101

### Description

Added examples in the docstrings for `EnsureType` and `CastToType`
transforms which show how they function under different circumstances.

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [x] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [x] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

Signed-off-by: Ishan Dutta <[email protected]>
Fixes #5723

### Description
Corrupted cached files in the PersistentDataset cause the exception:
`RuntimeError: Invalid magic number; corrupt file?`

With this PR we handle that case in the try-except block and continue
the usual functionality if the cached file was absent.

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [x] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [x] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: Ishan Dutta <[email protected]>
Co-authored-by: YunLiu <[email protected]>
Signed-off-by: monai-bot <[email protected]>

Signed-off-by: monai-bot <[email protected]>
#7249)

add class label option to write metric report to improve readability,
without that option in case of many classes the resulting report is very
hard to interpret.


### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).

---------

Signed-off-by: elitap <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
…7262)

Fixes #7261

### Description
Remove star-arg unpacking before a keyword argument.

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

Signed-off-by: KumoLiu <[email protected]>
…n Bash (#7268)

Fixes #5857.

### Description
When dealing with paths that contain spaces in Bash, it's important to
properly quote the variables to ensure that spaces are handled
correctly. So, maybe we can replace all `$PY_EXE` variables to
`"$PY_EXE"` in the `runtests.sh` file.

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

Signed-off-by: ytl0623 <[email protected]>
…ion (#7271)

Fixes #7193

### Description
add SoftclDiceLoss and SoftDiceclDiceLoss loss function in
documentation(https://github.com/Project-MONAI/MONAI/blob/dev/docs/source/losses.rst?plain=1)

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: ytl0623 <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: YunLiu <[email protected]>
Fixes #7265.


### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: KumoLiu <[email protected]>
Bumps
[conda-incubator/setup-miniconda](https://github.com/conda-incubator/setup-miniconda)
from 2 to 3.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/conda-incubator/setup-miniconda/releases">conda-incubator/setup-miniconda's
releases</a>.</em></p>
<blockquote>
<h2>Version 3.0.0</h2>
<h3>Features</h3>
<ul>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/308">#308</a>
Update to node20</li>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/291">#291</a>
Add conda-solver option (defaults to libmamba)</li>
</ul>
<h3>Fixes</h3>
<ul>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/299">#299</a>
Fix condaBasePath when useBundled is false, and there's no pre-existing
conda</li>
</ul>
<h3>Documentation</h3>
<ul>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/309">#309</a>
Switch to main branch based development</li>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/313">#313</a>
Specify team conda-incubator/setup-miniconda as codeowners</li>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/318">#318</a>
README: update actions in examples, add security section, similar
actions</li>
</ul>
<h3>Tasks and Maintenance</h3>
<ul>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/307">#307</a>
Run dependabot against main branch and also update node packages</li>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/311">#311</a>
Bump actions/checkout from 2 to 4</li>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/310">#310</a>
Bump actions/cache from 1 to 3</li>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/314">#314</a>
Strip/update dependencies</li>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/315">#315</a>
Split lint into check and build, switch from <code>npm install</code> to
<code>npm ci</code></li>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/317">#317</a>
Bump normalize-url from 4.5.1 to 8.0.0</li>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/316">#316</a>
Faster workflow response / saving resources via timeout/concurrency
policy</li>
</ul>
<p><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/308">#308</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/308">conda-incubator/setup-miniconda#308</a>
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/291">#291</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/291">conda-incubator/setup-miniconda#291</a>
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/299">#299</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/299">conda-incubator/setup-miniconda#299</a>
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/309">#309</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/309">conda-incubator/setup-miniconda#309</a>
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/313">#313</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/313">conda-incubator/setup-miniconda#313</a>
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/318">#318</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/318">conda-incubator/setup-miniconda#318</a>
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/307">#307</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/307">conda-incubator/setup-miniconda#307</a>
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/311">#311</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/311">conda-incubator/setup-miniconda#311</a>
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/310">#310</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/310">conda-incubator/setup-miniconda#310</a>
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/314">#314</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/314">conda-incubator/setup-miniconda#314</a>
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/315">#315</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/315">conda-incubator/setup-miniconda#315</a>
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/317">#317</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/317">conda-incubator/setup-miniconda#317</a>
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/316">#316</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/316">conda-incubator/setup-miniconda#316</a></p>
<h2>New Contributors</h2>
<ul>
<li><a href="https://github.com/isuruf"><code>@​isuruf</code></a> made
their first contribution in <a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/299">conda-incubator/setup-miniconda#299</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/conda-incubator/setup-miniconda/compare/v2...v3.0.0">https://github.com/conda-incubator/setup-miniconda/compare/v2...v3.0.0</a></p>
<h2>Version 2.3.0</h2>
<h3>Documentation</h3>
<ul>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/263">#263</a>
Update links to GitHub shell docs</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/conda-incubator/setup-miniconda/blob/main/CHANGELOG.md">conda-incubator/setup-miniconda's
changelog</a>.</em></p>
<blockquote>
<h2><a
href="https://github.com/conda-incubator/setup-miniconda/releases/tag/v3.0.1">v3.0.1</a>
(2023-11-29)</h2>
<h3>Fixes</h3>
<ul>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/325">#325</a>
Fix environment activation on windows (a v3 regression) due to
hard-coded install PATH</li>
</ul>
<p><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/325">#325</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/325">conda-incubator/setup-miniconda#325</a></p>
<h2><a
href="https://github.com/conda-incubator/setup-miniconda/releases/tag/v3.0.0">v3.0.0</a>
(2023-11-27)</h2>
<h3>Features</h3>
<ul>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/308">#308</a>
Update to node20</li>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/291">#291</a>
Add conda-solver option (defaults to libmamba)</li>
</ul>
<h3>Fixes</h3>
<ul>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/299">#299</a>
Fix condaBasePath when useBundled is false, and there's no pre-existing
conda</li>
</ul>
<h3>Documentation</h3>
<ul>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/309">#309</a>
Switch to main branch based development</li>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/313">#313</a>
Specify team conda-incubator/setup-miniconda as codeowners</li>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/318">#318</a>
README: update actions in examples, add security section, similar
actions</li>
</ul>
<h3>Tasks and Maintenance</h3>
<ul>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/307">#307</a>
Run dependabot against main branch and also update node packages</li>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/311">#311</a>
Bump actions/checkout from 2 to 4</li>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/310">#310</a>
Bump actions/cache from 1 to 3</li>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/314">#314</a>
Strip/update dependencies</li>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/315">#315</a>
Split lint into check and build, switch from <code>npm install</code> to
<code>npm ci</code></li>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/317">#317</a>
Bump normalize-url from 4.5.1 to 8.0.0</li>
<li><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/316">#316</a>
Faster workflow response / saving resources via timeout/concurrency
policy</li>
</ul>
<p><a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/308">#308</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/308">conda-incubator/setup-miniconda#308</a>
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/291">#291</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/291">conda-incubator/setup-miniconda#291</a>
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/299">#299</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/299">conda-incubator/setup-miniconda#299</a>
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/309">#309</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/309">conda-incubator/setup-miniconda#309</a>
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/313">#313</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/313">conda-incubator/setup-miniconda#313</a>
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/318">#318</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/318">conda-incubator/setup-miniconda#318</a>
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/307">#307</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/307">conda-incubator/setup-miniconda#307</a>
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/311">#311</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/311">conda-incubator/setup-miniconda#311</a>
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/310">#310</a>:
<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/pull/310">conda-incubator/setup-miniconda#310</a></p>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/conda-incubator/setup-miniconda/commit/11b562958363ec5770fef326fe8ef0366f8cbf8a"><code>11b5629</code></a>
Prepare 3.0.1 (<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/326">#326</a>)</li>
<li><a
href="https://github.com/conda-incubator/setup-miniconda/commit/8706aa744e0162a2264dc938c759d2b51f9b5e10"><code>8706aa7</code></a>
Fix env activation on win (a v3 regression) due to hard-coded install
PATH (#...</li>
<li><a
href="https://github.com/conda-incubator/setup-miniconda/commit/c585a970973750f68d4d5c75284051b3f0167afe"><code>c585a97</code></a>
Bump conda-incubator/setup-miniconda from 2.3.0 to 3.0.0 (<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/321">#321</a>)</li>
<li><a
href="https://github.com/conda-incubator/setup-miniconda/commit/2defc80cc6f4028b1780c50faf08dd505d698976"><code>2defc80</code></a>
Prepare release (<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/320">#320</a>)</li>
<li><a
href="https://github.com/conda-incubator/setup-miniconda/commit/0d5a56b9eb002ebca917fd24dbbb168694a769e3"><code>0d5a56b</code></a>
Bump actions/checkout from 2 to 4 (<a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/319">#319</a>)</li>
<li><a
href="https://github.com/conda-incubator/setup-miniconda/commit/45fd3f90899ca98b9fe9ed48921c9edbb341a570"><code>45fd3f9</code></a>
Merge pull request <a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/316">#316</a>
from dbast/timeout</li>
<li><a
href="https://github.com/conda-incubator/setup-miniconda/commit/d1e04fc2677b38349d15832651d5d3c485c8411a"><code>d1e04fc</code></a>
Merge pull request <a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/299">#299</a>
from isuruf/condaBasePath</li>
<li><a
href="https://github.com/conda-incubator/setup-miniconda/commit/fab00738406b3d3854b3b57791e274f16ac95ab4"><code>fab0073</code></a>
Merge pull request <a
href="https://redirect.github.com/conda-incubator/setup-miniconda/issues/318">#318</a>
from dbast/readme</li>
<li><a
href="https://github.com/conda-incubator/setup-miniconda/commit/fa6bdf964307f648fedc0f07787e550f08eb2812"><code>fa6bdf9</code></a>
Update with npm run build</li>
<li><a
href="https://github.com/conda-incubator/setup-miniconda/commit/d42f8b884a951a7e5af53888bd6101e0fd1dc916"><code>d42f8b8</code></a>
Fix condaBasePath when useBundled is false, and there's no pre-existing
conda</li>
<li>Additional commits viewable in <a
href="https://github.com/conda-incubator/setup-miniconda/compare/v2...v3">compare
view</a></li>
</ul>
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Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Fixes model-zoo#537



### Types of changes
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Signed-off-by: KumoLiu <[email protected]>
Part of #7250.

### Description
Fix the Python version for transformers smaller than 3.10.

### Types of changes
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---------

Signed-off-by: KumoLiu <[email protected]>
Fixes #7263.

### Description

Add diffusion loss. I also made a [demo
notebook](https://github.com/kvttt/deep-atlas/blob/main/diffusion_loss_scale_test.ipynb)
to provide some explanations and analyses of diffusion loss.

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---------

Signed-off-by: kaibo <[email protected]>
Co-authored-by: YunLiu <[email protected]>
Fixes # .

### Description

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Signed-off-by: heyufan1995 <[email protected]>
heyufan1995 and others added 29 commits August 26, 2024 13:12
Fixes # .

### Description

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---------

Signed-off-by: heyufan1995 <[email protected]>
Signed-off-by: Yiheng Wang <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Yiheng Wang <[email protected]>
Co-authored-by: Yiheng Wang <[email protected]>
Co-authored-by: YunLiu <[email protected]>
Fixes # .

### Description

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folder.

---------

Signed-off-by: mylapallilavanyaa <[email protected]>
Signed-off-by: YunLiu <[email protected]>
Co-authored-by: Mingxin Zheng <[email protected]>
Co-authored-by: YunLiu <[email protected]>
Fixes # .

### Description

Fix the bug that causes wrong results in model zoo finetuning. Patch
coords was not passed from sliding window to vista3d.

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--net --coverage`.
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---------

Signed-off-by: heyufan1995 <[email protected]>
Signed-off-by: YunLiu <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: YunLiu <[email protected]>
Add a function to create a JSON file that maps input and output paths.

Fixes #7557  .

### Description

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folder.

---------

Signed-off-by: staydelight <[email protected]>
Co-authored-by: staydelight <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: YunLiu <[email protected]>
Fixes #8050

### Description

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Signed-off-by: YunLiu <[email protected]>
Fixes #8054

### Description
Add cuda sync after invoke cuda

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---------

Signed-off-by: YunLiu <[email protected]>
…' (#8055)

Fixes #6857 

### Description

Added docstring to RandImageFilterd method which informs the user that
they need to manually scale the result image when using this method.

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---------

Signed-off-by: dedeepyasai <[email protected]>
Signed-off-by: saelra <[email protected]>
Signed-off-by: Kelvin R <[email protected]>
Signed-off-by: ken-ni <[email protected]>
Signed-off-by: Dureti <[email protected]>
Signed-off-by: YunLiu <[email protected]>
Co-authored-by: saelra <[email protected]>
Co-authored-by: Kelvin R. <[email protected]>
Co-authored-by: Kelvin R <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: dedeepyasai <[email protected]>
Co-authored-by: YunLiu <[email protected]>
Co-authored-by: Ratanachat Saelee <[email protected]>
Co-authored-by: Dureti <[email protected]>
Co-authored-by: Eric Kerfoot <[email protected]>
Fixes #8048

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folder.

Signed-off-by: YunLiu <[email protected]>
### Description

Added alternative class to ONNX->TRT export and wrap TRT engines for
inference.
It encapsulates filesystem persistence and does not rely on
torch-tensortrt for execution.
Also can be used to run ONNX with onnxruntime.

### Types of changes
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--net --coverage`.
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--unittests --disttests`.
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folder.

---------

Signed-off-by: Boris Fomitchev <[email protected]>
Signed-off-by: Yiheng Wang <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: YunLiu <[email protected]>
Co-authored-by: Yiheng Wang <[email protected]>
Co-authored-by: Yiheng Wang <[email protected]>
Co-authored-by: binliunls <[email protected]>
Add box and points convert transform
Cherrypick ApplyTransformToPoints

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folder.

---------

Signed-off-by: YunLiu <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Eric Kerfoot <[email protected]>
Co-authored-by: Mingxin Zheng <[email protected]>
Fixes # .

### Description

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--unittests --disttests`.
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- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: heyufan1995 <[email protected]>
Signed-off-by: YunLiu <[email protected]>
Signed-off-by: Yiheng Wang <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: YunLiu <[email protected]>
Co-authored-by: Yiheng Wang <[email protected]>
Co-authored-by: Yiheng Wang <[email protected]>
Fixes #7911, which describes how the RandSimulateLowResolutiond
dictionary transform produces non-deterministic outputs, yet the typical
array transform RandSimulateLowResolution produces deterministic ones.

### Description

Inside of `RandSimulateLowResolutiond`, added the line
`self.sim_lowres_tfm.set_random_state(seed, state)` in
`set_random_state` to ensure the helper function `sim_lowres_tfm` is
seeded and the transform can be performed deterministically.

Note: I also sifted through the other dictionary transforms with helper
functions and did not find anything that looked problematic similar to
this.

### Types of changes
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--unittests --disttests`.
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- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

Signed-off-by: BenjaminLi <[email protected]>
Co-authored-by: YunLiu <[email protected]>
workaround for #8061

### Description

Ignore warning from nptyping as workaround

### Types of changes
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--unittests --disttests`.
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folder.

---------

Signed-off-by: YunLiu <[email protected]>
Co-authored-by: Eric Kerfoot <[email protected]>
Forced `Fourier` class to output contiguous tensors, which potentially
fixes a performance bottleneck.

### Description

Some transforms, such as `RandKSpaceSpikeNoise`, rely on the `Fourier`
class.
In its current state, the `Fourier` class returns non-contiguous
tensors, which potentially limits performance.
For example, when followed by `RandHistogramShift`, the following
warning occurs:

```
<path_to_monai>/monai/transforms/intensity/array.py:1852: UserWarning: torch.searchsorted(): input value tensor is non-contiguous, this will lower the performance due to extra data copy when converting non-contiguous tensor to contiguous, please use contiguous input value tensor if possible. This message will only appear once per program. (Triggered internally at /opt/conda/conda-bld/pytorch_1716905975447/work/aten/src/ATen/native/BucketizationUtils.h:32.)
  indices = ns.searchsorted(xp.reshape(-1), x.reshape(-1)) - 1
```

A straightforward fix is to force the `Fourier` class to output
contiguous tensors (see commit).
To reproduce, please run:

```
from monai.transforms import RandKSpaceSpikeNoise
from monai.transforms.utils import Fourier
import numpy as np

### TEST WITH TRANSFORMS ###   
t = RandKSpaceSpikeNoise(prob=1)

# for torch tensors
a_torch = torch.rand(1, 128, 128, 128)
print(a_torch.is_contiguous())

a_torch_mod = t(a_torch)
print(a_torch_mod.is_contiguous())

# for np arrays
a_np = np.random.rand(1, 128, 128, 128)
print(a_np.flags['C_CONTIGUOUS'])

a_np_mod = t(a_np)  # automatically transformed to torch.tensor
print(a_np_mod.is_contiguous())

### TEST DIRECTLY WITH FOURIER ###
f = Fourier()

# inv_shift_fourier
# for torch tensors
real_torch = torch.randn(1, 128, 128, 128)
im_torch = torch.randn(1, 128, 128, 128)
k_torch = torch.complex(real_torch, im_torch)
print(k_torch.is_contiguous())

out_torch = f.inv_shift_fourier(k_torch, spatial_dims=3)
print(out_torch.is_contiguous())

# for np arrays
real_np = np.random.randn(1, 100, 100, 100)
im_np = np.random.randn(1, 100, 100, 100)
k_np = real_np + 1j * im_np
print(k_np.flags['C_CONTIGUOUS'])

out_np = f.inv_shift_fourier(k_np, spatial_dims=3)
print(out_np.flags['C_CONTIGUOUS'])

# shift_fourier
# for torch tensors
a_torch = torch.rand(1, 128, 128, 128)
print(a_torch.is_contiguous())

out_torch = f.shift_fourier(a_torch, spatial_dims=3)
print(out_torch.is_contiguous())

# for np arrays
a_np = np.random.rand(1, 128, 128, 128)
print(a_np.flags['C_CONTIGUOUS'])

out_np = f.shift_fourier(a_np, spatial_dims=3)
print(out_np.flags['C_CONTIGUOUS'])
```

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
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existing functionality).
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--net --coverage`.
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--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: Bastian Wittmann <[email protected]>.
Signed-off-by: Bastian Wittmann <[email protected]>
Co-authored-by: YunLiu <[email protected]>
Fixes #8061.

### Description

Post-merge fixes for trt_compile()

### Types of changes
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--net --coverage`.
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--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: Boris Fomitchev <[email protected]>
Signed-off-by: Yiheng Wang <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: YunLiu <[email protected]>
Co-authored-by: Yiheng Wang <[email protected]>
Co-authored-by: Yiheng Wang <[email protected]>
Co-authored-by: binliunls <[email protected]>
Enhance `ApplyTransformToPointsd` to receive a sequence of refer keys. 

### Types of changes
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- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: YunLiu <[email protected]>
Co-authored-by: Eric Kerfoot <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
…7814)

Fixes #5905 

### Description

We simply add one argument for DataStats and DataStatsd to make
MetaTensor optional printed.

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: Wei_Chuan, Chiang <[email protected]>
Signed-off-by: YunLiu <[email protected]>
Signed-off-by: Suraj Pai <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: YunLiu <[email protected]>
Co-authored-by: Eric Kerfoot <[email protected]>
Co-authored-by: Suraj Pai <[email protected]>
Co-authored-by: Ben Murray <[email protected]>
- add packaging in setup.cfg
- fix test_gdsdataset.py issue
- add test_matshow3d to the skip list for min test
- suppress deprecated warning when import monai (workaround for #8060)

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: YunLiu <[email protected]>
Co-authored-by: Eric Kerfoot <[email protected]>
Fixes #7966 

### Description

A few sentences describing the changes proposed in this pull request.

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: Suraj Pai <[email protected]>
Signed-off-by: Suraj Pai <[email protected]>
Co-authored-by: YunLiu <[email protected]>
Fixes #8075


### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

Signed-off-by: YunLiu <[email protected]>
### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: YunLiu <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Move publish to test pypi to blossom

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

Signed-off-by: YunLiu <[email protected]>
the vectors presented for space directions are column vectors

ref: https://teem.sourceforge.net/nrrd/format.html#spacedirections

### Description

A few sentences describing the changes proposed in this pull request.

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [ ] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [x] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

Signed-off-by: Christian Herz <[email protected]>
### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

Signed-off-by: YunLiu <[email protected]>
Fixes #7949 .

### Description
Regardless of the type of `weight map`, random numbers should be kept as
floating-point numbers for calculating the sampling location. However,
`searchsorted` requires matching data structures. I have modified
`convert_to_dst_type` to control converting only the data structure
while maintaining the original data type. Additionally, I have included
an example with integer weight maps in the test file.

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: Han123su <[email protected]>
Signed-off-by: Han123su <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Fixes #8108


### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: YunLiu <[email protected]>
### Description

This removes some functions which aren't needed any more. These related
to an early idea for doing importation to avoid defining `__all__`
components to modules, but this is being done instead as it is more
standard.

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: Eric Kerfoot <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: YunLiu <[email protected]>
### Description

This restores load_modules for now to resolve importation issues. Doing
a two-pass loading process seems to allow some references which normally
Python wouldn't permit. The fact that these issues weren't caught in
testing is rather strange, and only showed up when symbols in
`monai.apps` were references in bundles. I'm not sure if this is all
related to circular imports, if parts of MONAI aren't being tested
properly, or the way the symbol resolution works within `monai.bundle`
should be improved.

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: Eric Kerfoot <[email protected]>
Fixes #8120 .

### Types of changes
<!--- Put an `x` in all the boxes that apply, and remove the not
applicable items -->
- [x] Non-breaking change (fix or new feature that would not break
existing functionality).
- [ ] Breaking change (fix or new feature that would cause existing
functionality to change).
- [ ] New tests added to cover the changes.
- [ ] Integration tests passed locally by running `./runtests.sh -f -u
--net --coverage`.
- [ ] Quick tests passed locally by running `./runtests.sh --quick
--unittests --disttests`.
- [ ] In-line docstrings updated.
- [ ] Documentation updated, tested `make html` command in the `docs/`
folder.

---------

Signed-off-by: YunLiu <[email protected]>
@Nic-Ma Nic-Ma merged commit 06b28e5 into Nic-Ma:8134-add-realtime-infer Oct 12, 2024
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