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Update/binops (#497)
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* Updated to new structure

* Fixed bumpbversion filename

* Fixed bumpversion paths and added version to README

* Bump version: 0.4.2 → 0.5.0-dev0

* Fixed JSON formatting

* Removed old binary operations plugin

* Added in memory function

* Bump version: 0.4.2 → 0.5.0-dev1

---------

Co-authored-by: nicholas-schaub <[email protected]>
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nishaq503 and Nicholas-Schaub authored Jan 12, 2024
1 parent d85e223 commit 30abc61
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2 changes: 1 addition & 1 deletion .pre-commit-config.yaml
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Expand Up @@ -23,7 +23,7 @@ repos:
- id: detect-private-key
- id: end-of-file-fixer
- id: mixed-line-ending
args: ['--fix=lf']
args: ["--fix=lf"]
description: Forces to replace line ending by the UNIX 'lf' character.
- id: trailing-whitespace
exclude: '.bumpversion.cfg'
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31 changes: 31 additions & 0 deletions transforms/images/binary-operations-plugin/.bumpversion.cfg
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[bumpversion]
current_version = 0.5.0-dev1
commit = True
tag = False
parse = (?P<major>\d+)\.(?P<minor>\d+)\.(?P<patch>\d+)(\-(?P<release>[a-z]+)(?P<dev>\d+))?
serialize =
{major}.{minor}.{patch}-{release}{dev}
{major}.{minor}.{patch}

[bumpversion:part:release]
optional_value = _
first_value = dev
values =
dev
_

[bumpversion:part:dev]

[bumpversion:file:pyproject.toml]
search = version = "{current_version}"
replace = version = "{new_version}"

[bumpversion:file:plugin.json]

[bumpversion:file:VERSION]

[bumpversion:file:src/polus/plugins/transforms/images/binary_operations/__init__.py]

[bumpversion:file:README.md]
search = v{current_version}
replace = v{new_version}
23 changes: 23 additions & 0 deletions transforms/images/binary-operations-plugin/Dockerfile
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FROM polusai/bfio:2.1.9

# environment variables defined in polusai/bfio
# ENV EXEC_DIR="/opt/executables"
# ENV DATA_DIR="/data"
# ENV POLUS_EXT=".ome.tif"
# ENV POLUS_LOG="INFO" # Change to WARNING for fewer logs, and DEBUG for debugging
ENV POLUS_IMG_EXT=".ome.tif"
ENV POLUS_TAB_EXT=".csv"

# Work directory defined in the base container
# WORKDIR ${EXEC_DIR}

COPY pyproject.toml ${EXEC_DIR}
COPY VERSION ${EXEC_DIR}
COPY README.md ${EXEC_DIR}
RUN pip3 install --index-url https://test.pypi.org/simple/ filepattern==2.2.7
COPY src ${EXEC_DIR}/src

RUN pip3 install ${EXEC_DIR} --no-cache-dir

ENTRYPOINT ["python3", "-m", "polus.plugins.transforms.images.binary_operations"]
CMD ["--help"]
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# Binary Operations Plugin
# Binary Operations Plugin (v0.5.0-dev1)

This WIPP plugin does Morphological Image Processing on binary and instance labelled images.
The operations available are:
This WIPP plugin does Morphological Image Processing on binary and instance labelled images.
The operations available are:

* #### Invertion
This operation inverts binary images. The 0s get mapped to 1 and the 1s get mapped to 0.
* #### Inversion

This operation inverts binary images. The 0s get mapped to 1 and the 1s get mapped to 0.
Can only be applied to binary images.

* #### Dilation

This operation increases the white region in the image, or the foreground object increases.

* #### Erosion

This operation decreases the white region in the image, or the foreground object decreases.

* #### Opening

An opening operation is similar to applying an erosion followed by a dilation. It removes small objects/noise in the background of the images.

* #### Closing

A closing operation is similar to applying a dilation following by an erosion. It is useful in closing small holes inside the foreground object, or small
black points inside the image

* #### Morphological Gradient

This operation is the difference between dilation and erosion of an image. It creates an outline of the foreground object

* #### Filling Holes

This function fills in the foreground object. It finds countours in the object and fills it with black and inverts it back.

* #### Skeletonization

This operation reduces the foreground regions to a skeletal remnant that largely preserves the extent and connectivity of the original region while throwing away most of the original foreground pixels.

* #### Top Hat
This operation is the difference between the input image and opening of the image.

This operation is the difference between the input image and opening of the image.

* #### Black Hat

This operation is the difference between the input image and closing of the image.

* #### Area Filtering
There are two types of area filtering available.
1) Remove segments that are larger than an area specified.

There are two types of area filtering available.
1) Remove segments that are larger than an area specified.
2) Remove segments that are smaller than an area specified.
A threshold needs to be defined to run this operation.


Contact [Data Scientist](mailto:[email protected]) for more information.
For more information on WIPP, visit the [official WIPP page](https://isg.nist.gov/deepzoomweb/software/wipp).
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1 change: 1 addition & 0 deletions transforms/images/binary-operations-plugin/VERSION
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0.5.0-dev1
136 changes: 136 additions & 0 deletions transforms/images/binary-operations-plugin/plugin.json
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{
"name": "Binary Operations Plugin",
"version": "0.5.0-dev1",
"containerId": "polusai/binary-operations-plugin:0.5.0-dev1",
"title": "Binary Operations Plugin",
"description": "Everything you need to start a WIPP plugin.",
"authors": "nicholas-schaub ([email protected]), Madhuri Vihani",
"institution": "National Center for Advancing Translational Sciences, National Institutes of Health",
"repository": "https://github.com/polusai/polus-plugins",
"website": "https://ncats.nih.gov/preclinical/core/informatics",
"citation": "",
"runCommand": [
"python3",
"-m",
"polus.plugins.transforms.images.binary_operations"
],
"inputs": [
{
"name": "inpDir",
"description": "Input image collection to be processed by this plugin",
"type": "collection",
"options": null,
"required": true
},
{
"name": "filePattern",
"description": "Pattern of the images in Input",
"type": "string",
"options": null,
"required": false
},
{
"name": "kernel",
"description": "Kernel size that should be used for transformation",
"type": "number",
"options": null,
"required": false
},
{
"name": "operation",
"description": "The Binary Operations that will be done on the image",
"type": "enum",
"options": {
"values": [
"blackhat",
"close",
"dilate",
"erode",
"fillHoles",
"invert",
"morphologicalGradient",
"open",
"removeLarge",
"removeSmall",
"skeleton",
"tophat"
]
},
"required": true
},
{
"name": "shape",
"description": "Structuring Shape (Default is Elliptical)",
"type": "enum",
"options": {
"values": [
"ellipse",
"rect",
"cross"
]
},
"required": false
},
{
"name": "threshold",
"description": "Minimum Area of objects to keep.",
"type": "number",
"options": null,
"required": false
},
{
"name": "iterations",
"description": "Number of times to perform an operation (when applicable).",
"type": "number",
"options": null,
"required": false
}
],
"outputs": [
{
"name": "outDir",
"description": "Output collection",
"type": "collection",
"options": null,
"required": true
}
],
"ui": [
{
"key": "inputs.operation",
"title": "Operations",
"description": "Operations that will be used on image"
},
{
"key": "inputs.filePattern",
"title": "Image Pattern: ",
"description": "Pattern of images in input collection (image_r{rrr}_c{ccc}_z{zzz}.ome.tif). "
},
{
"key": "inputs.inpDir",
"title": "Input collection",
"description": "Input image collection to be processed by this plugin"
},
{
"key": "inputs.kernel",
"title": "Kernel Size",
"description": "Kernel size to use for operations"
},
{
"key": "inputs.shape",
"title": "Structuring Shape (Default is Elliptical)",
"description": "Kernel shape to use for operations"
},
{
"key": "inputs.threshold",
"title": "Threshold of area for objects in images",
"description": "Threshold to use for operations"
},
{
"key": "inputs.iterations",
"title": "Iterations",
"description": "Number of iterations to perform"
}
],
"validators": null
}
34 changes: 34 additions & 0 deletions transforms/images/binary-operations-plugin/pyproject.toml
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[tool.poetry]
name = "polus-plugins-transforms-images-binary-operations"
version = "0.5.0-dev1"
description = ""
authors = ["nicholas-schaub <[email protected]>", "Madhuri Vihani"]
readme = "README.md"
packages = [{include = "polus", from = "src"}]

[tool.poetry.dependencies]
python = "^3.9"
bfio = {version = "2.1.9", extras = ["all"]}
typer = "^0.7.0"
filepattern = "^2.2.7"
opencv-python = "^4.7.0.72"
preadator = "^0.2.0"


[tool.poetry.group.dev.dependencies]
pytest = "^7.2.1"
mypy = "^1.0.1"
black = "^23.1.0"
flake8 = "^6.0.0"
pre-commit = "^3.1.0"
bump2version = "^1.0.1"
flake8-docstrings = "^1.7.0"

[[tool.poetry.source]]
name = "test"
url = "https://test.pypi.org/simple/"
secondary = true

[build-system]
requires = ["poetry-core"]
build-backend = "poetry.core.masonry.api"
31 changes: 31 additions & 0 deletions transforms/images/binary-operations-plugin/run-plugin.sh
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version=$(<VERSION)
datapath=$(readlink --canonicalize ../../../data/)

# Inputs: these parameters can be changed
inpDir=/data/input/ # relative directory for where the input data is saved
shape=ellipse #image or segmentation
operation=removeLarge #boolean
filePattern=None #the kinds of images/labels you want to use in the input directory

# Depending on what operation is chosen, need to give values to certain arguments
kernel=5 # necessary for dilation
threshold=1 # Threshold for object sizes, only used for removeLarge and removeSmall
iterations=1 # Number of iterations for an operation, only used by some operations

# Outputs
outDir=/data/output/

# Show the help message
sudo docker run polusai/binary-operations-plugin:${version}

# Run Docker
sudo docker run --mount type=bind,source=${datapath},target=/data/ \
polusai/binary-operations-plugin:${version} \
--inpDir ${inpDir} \
--outDir ${outDir} \
--shape ${shape} \
--operation ${operation} \
--filePattern ${filePattern} \
--kernel ${kernel} \
--threshold ${threshold} \
--iterations ${iterations}
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"""Binary operations tool."""
__version__ = "0.5.0-dev1"

from polus.plugins.transforms.images.binary_operations.binops import ( # noqa
Operation,
StructuringShape,
batch_binary_ops,
binary_op,
scalable_binary_op,
)
from polus.plugins.transforms.images.binary_operations.utils import ( # noqa
blackhat,
close_,
dilate,
erode,
fill_holes,
invert,
iterate_tiles,
morphgradient,
open_,
remove_large,
remove_small,
skeletonize,
tophat,
)
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