From 08297a04f169f66055022387175fcefd1181e017 Mon Sep 17 00:00:00 2001 From: Alexandre Gouy Date: Fri, 20 Sep 2024 15:44:13 +0200 Subject: [PATCH] Initial commit --- .dockerignore | 9 + .github/workflows/ci.yaml | 52 + .github/workflows/release.yaml | 75 + .gitignore | 6 + .vscode/extensions.json | 3 + .vscode/launch.json | 16 + Dockerfile | 12 + README.md | 61 + main.py | 16 + operator.json | 36 + requirements.txt | 1 + tests/Table_1.csv | 16 + tests/Table_2.csv | 5 + tests/Table_3.csv | 5 + tests/hospitals.csv | 4773 ++++++++++++++++++++++++++++++++ tests/test.json | 13 + 16 files changed, 5099 insertions(+) create mode 100644 .dockerignore create mode 100644 .github/workflows/ci.yaml create mode 100644 .github/workflows/release.yaml create mode 100644 .gitignore create mode 100644 .vscode/extensions.json create mode 100644 .vscode/launch.json create mode 100644 Dockerfile create mode 100644 README.md create mode 100644 main.py create mode 100644 operator.json create mode 100644 requirements.txt create mode 100644 tests/Table_1.csv create mode 100644 tests/Table_2.csv create mode 100644 tests/Table_3.csv create mode 100644 tests/hospitals.csv create mode 100644 tests/test.json diff --git a/.dockerignore b/.dockerignore new file mode 100644 index 0000000..301c858 --- /dev/null +++ b/.dockerignore @@ -0,0 +1,9 @@ +renv/library/ +renv/local/ +renv/lock/ +renv/python/ +renv/staging/ + +test +tests +workflow_tests \ No newline at end of file diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml new file mode 100644 index 0000000..d3431e6 --- /dev/null +++ b/.github/workflows/ci.yaml @@ -0,0 +1,52 @@ +name: CI Workflow + +on: + push: + branches: ['main'] + +# Defines two custom environment variables for the workflow. These are used for the Container registry domain, and a name for the Docker image that this workflow builds. +env: + REGISTRY: ghcr.io + IMAGE_NAME: ${{ github.repository }} + +# There is a single job in this workflow. It's configured to run on the latest available version of Ubuntu. +jobs: + build-and-push-image: + runs-on: ubuntu-latest + # Sets the permissions granted to the `GITHUB_TOKEN` for the actions in this job. + permissions: + contents: read + packages: write + attestations: write + id-token: write + # + steps: + - name: Checkout repository + uses: actions/checkout@v4 + # Uses the `docker/login-action` action to log in to the Container registry registry using the account and password that will publish the packages. Once published, the packages are scoped to the account defined here. + - name: Log in to the Container registry + uses: docker/login-action@v3.3.0 + with: + registry: ${{ env.REGISTRY }} + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + # This step uses [docker/metadata-action](https://github.com/docker/metadata-action#about) to extract tags and labels that will be applied to the specified image. The `id` "meta" allows the output of this step to be referenced in a subsequent step. The `images` value provides the base name for the tags and labels. + - name: Extract metadata (tags, labels) for Docker + id: meta + uses: docker/metadata-action@v5.5.1 + with: + images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }} + # This step uses the `docker/build-push-action` action to build the image, based on your repository's `Dockerfile`. If the build succeeds, it pushes the image to GitHub Packages. + # It uses the `context` parameter to define the build's context as the set of files located in the specified path. For more information, see "[Usage](https://github.com/docker/build-push-action#usage)" in the README of the `docker/build-push-action` repository. + # It uses the `tags` and `labels` parameters to tag and label the image with the output from the "meta" step. + - name: Build and push Docker image + id: push + uses: docker/build-push-action@v6.7.0 + with: + context: . + push: true + tags: ${{ steps.meta.outputs.tags }} + labels: ${{ steps.meta.outputs.labels }} + # A PAT is needed for this action, GITHUB_TOKEN cannot get relevant permission + # secrets: | + # github_pat=${{ secrets.GH_PAT }} diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml new file mode 100644 index 0000000..55f72b8 --- /dev/null +++ b/.github/workflows/release.yaml @@ -0,0 +1,75 @@ +name: Release Workflow + +on: + push: + tags: + - '[0-9]+.[0-9]+.[0-9]+' # Push events to any matching semantic tag. For example, 1.10.1 or 2.0.0. + +# Defines two custom environment variables for the workflow. These are used for the Container registry domain, and a name for the Docker image that this workflow builds. +env: + REGISTRY: ghcr.io + IMAGE_NAME: ${{ github.repository }} + +# There is a single job in this workflow. It's configured to run on the latest available version of Ubuntu. +jobs: + build-and-push-image: + runs-on: ubuntu-latest + # Sets the permissions granted to the `GITHUB_TOKEN` for the actions in this job. + permissions: + contents: write + packages: write + attestations: write + id-token: write + # + steps: + - name: Checkout repository + uses: actions/checkout@v4 + - name: Update container in operator JSON + run: | + jq --arg variable "${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}:${GITHUB_REF##*/}" '.container = $variable' operator.json + # Uses the `docker/login-action` action to log in to the Container registry registry using the account and password that will publish the packages. Once published, the packages are scoped to the account defined here. + - name: Log in to the Container registry + uses: docker/login-action@v3.3.0 + with: + registry: ${{ env.REGISTRY }} + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + # This step uses [docker/metadata-action](https://github.com/docker/metadata-action#about) to extract tags and labels that will be applied to the specified image. The `id` "meta" allows the output of this step to be referenced in a subsequent step. The `images` value provides the base name for the tags and labels. + - name: Extract metadata (tags, labels) for Docker + id: meta + uses: docker/metadata-action@v5.5.1 + with: + images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }} + tags: | + # minimal + type=pep440,pattern={{version}} + # This step uses the `docker/build-push-action` action to build the image, based on your repository's `Dockerfile`. If the build succeeds, it pushes the image to GitHub Packages. + # It uses the `context` parameter to define the build's context as the set of files located in the specified path. For more information, see "[Usage](https://github.com/docker/build-push-action#usage)" in the README of the `docker/build-push-action` repository. + # It uses the `tags` and `labels` parameters to tag and label the image with the output from the "meta" step. + - name: Build and push Docker image + id: push + uses: docker/build-push-action@v6.7.0 + with: + context: . + push: true + tags: ${{ steps.meta.outputs.tags }} + labels: ${{ steps.meta.outputs.labels }} + # A PAT is needed for this action, GITHUB_TOKEN cannot get relevant permission + # secrets: | + # github_pat=${{ secrets.GH_PAT }} + - name: Create required package.json + run: echo '{}' > package.json + - name: Build changelog + id: Changelog + uses: tercen/generate-changelog-action@master + - name: Create release + id: create_release + uses: actions/create-release@latest + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} # This token is provided by Actions, you do not need to create your own token + with: + tag_name: ${{ github.ref }} + release_name: Release ${{ github.ref }} + body: ${{steps.Changelog.outputs.changelog}} + draft: false + prerelease: false diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..48a1082 --- /dev/null +++ b/.gitignore @@ -0,0 +1,6 @@ +.Rproj.user +.Rhistory +.RData +.Ruserdata +.idea +venv/* \ No newline at end of file diff --git a/.vscode/extensions.json b/.vscode/extensions.json new file mode 100644 index 0000000..6d59157 --- /dev/null +++ b/.vscode/extensions.json @@ -0,0 +1,3 @@ +{ + "recommendations": ["ms-python.python", "ms-toolsai.jupyter"] +} \ No newline at end of file diff --git a/.vscode/launch.json b/.vscode/launch.json new file mode 100644 index 0000000..99a5c83 --- /dev/null +++ b/.vscode/launch.json @@ -0,0 +1,16 @@ +{ + "version": "0.2.0", + "configurations": [ + { + "name": "Python: Current File", + "type": "python", + "python": "/config/.pyenv/versions/3.9.0/bin/python", + "request": "launch", + "program": "${file}", + "console": "integratedTerminal", + "justMyCode": true, + "env": { "PYTHONPATH": "${workspaceRoot}"} + + } + ] +} \ No newline at end of file diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..371b7f1 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,12 @@ +FROM tercen/runtime-python39:0.1.0 + +COPY . /operator +WORKDIR /operator + +ENV PYTHONPATH "${PYTHONPATH}:~/.pyenv/versions/3.9.0/bin/python3" +RUN python3 -m pip install -r ./requirements.txt + +ENV TERCEN_SERVICE_URI https://tercen.com + +ENTRYPOINT ["python3", "main.py"] +CMD ["--taskId", "someid", "--serviceUri", "https://tercen.com", "--token", "sometoken"] diff --git a/README.md b/README.md new file mode 100644 index 0000000..6304dae --- /dev/null +++ b/README.md @@ -0,0 +1,61 @@ + +# Template Python Operator + +Cell-wise mean calculated implemented in Python. + +## Python operator - Development workflow + +* Set up [the Tercen Studio development environment](https://github.com/tercen/tercen_studio) +* Create a new git repository based on the [template Python operator](https://github.com/tercen/template-python-operator) +* Open VS Code Server by going to: http://127.0.0.1:8443 +* Clone this repository into VS Code (using the 'Clone from GitHub' command from the Command Palette for example) +* Load the environment and install core requirements by running the following commands in the terminal: + +```bash +source /config/.pyenv/versions/3.9.0/bin/activate +pip install -r requirements.txt +``` + +* Develop your operator. Note that you can interact with an existing data step by specifying arguments to the `TercenContext` function: + +```python +tercenCtx = ctx.TercenContext() +``` + +```python +tercenCtx = ctx.TercenContext( + workflowId="YOUR_WORKFLOW_ID", + stepId="YOUR_STEP_ID", + username="admin", # if using the local Tercen instance + password="admin", # if using the local Tercen instance + serviceUri = "http://tercen:5400/" # if using the local Tercen instance +) +``` + +* Generate requirements + +```bash +python3 -m tercen.util.requirements . > requirements.txt +``` + +* Push your changes to GitHub: triggers CI GH workflow +* Tag the repository: triggers Release GH workflow +* Go to tercen and install your operator + + +## Helpful Commands + +### Install Tercen Python Client + +```bash +python3 -m pip install --force git+https://github.com/tercen/tercen_python_client@0.7.1 +``` + +### Wheel + +Though not strictly mandatory, many packages require it. + +```bash +python3 -m pip install wheel +``` + diff --git a/main.py b/main.py new file mode 100644 index 0000000..bb1630b --- /dev/null +++ b/main.py @@ -0,0 +1,16 @@ +from tercen.client import context as ctx +import numpy as np + +tercenCtx = ctx.TercenContext() + +df = ( + tercenCtx + .select(['.y', '.ci', '.ri'], df_lib="pandas") + .groupby(['.ci','.ri'], as_index=False) + .mean() + .rename(columns={".y":"mean"}) + .astype({".ci": np.int32, ".ri": np.int32}) +) + +df = tercenCtx.add_namespace(df) +tercenCtx.save(df) diff --git a/operator.json b/operator.json new file mode 100644 index 0000000..272781c --- /dev/null +++ b/operator.json @@ -0,0 +1,36 @@ +{ + "name": "Template Python operator", + "description": "Mean operator implemented in Python", + "tags": ["template"], + "authors": ["tercen"], + "urls": ["https://github.com/tercen/template-python-operator"], + "container":"ghcr.io/tercen/template-python-operator:latest", + "properties": [ + { + "kind": "DoubleProperty", + "name": "Property1", + "defaultValue": 42.0, + "description": "Example Double Property" + }, + { + "kind": "StringProperty", + "name": "Property2", + "defaultValue": "42", + "description": "Example String Property" + }, + { + "kind": "BooleanProperty", + "name": "Property3", + "defaultValue": true, + "description": "Example Boolean Property" + }, + { + "kind": "EnumeratedProperty", + "isSingleSelection":true, + "name": "Property4", + "defaultValue": "element2", + "values": ["element1", "element2", "element3"], + "description": "Example Enumerated Property" + } + ] +} diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..19f7d7b --- /dev/null +++ b/requirements.txt @@ -0,0 +1 @@ +git+https://github.com/tercen/tercen_python_client@0.11.3 diff --git a/tests/Table_1.csv b/tests/Table_1.csv new file mode 100644 index 0000000..342df8f --- /dev/null +++ b/tests/Table_1.csv @@ -0,0 +1,16 @@ +".ci",".ri","ds0.mean" +0,0,20728.444444444445 +0,1,21271.853658536584 +0,3,20552.3153638814 +1,0,20162.29411764706 +1,1,16876.354166666668 +1,2,7086.0 +1,3,19007.806094182826 +2,0,18338.166666666668 +2,1,5464.103896103896 +2,2,2256.0841121495328 +2,3,5343.584082156611 +3,0,21081.26595744681 +3,1,14656.041958041958 +3,2,6559.210526315789 +3,3,16740.50725416443 diff --git a/tests/Table_2.csv b/tests/Table_2.csv new file mode 100644 index 0000000..4a9e587 --- /dev/null +++ b/tests/Table_2.csv @@ -0,0 +1,5 @@ +"Rating.Imaging" +"Above" +"Below" +"None" +"Same" diff --git a/tests/Table_3.csv b/tests/Table_3.csv new file mode 100644 index 0000000..b643209 --- /dev/null +++ b/tests/Table_3.csv @@ -0,0 +1,5 @@ +"Rating.Effectiveness" +"Above" +"Below" +"None" +"Same" diff --git a/tests/hospitals.csv b/tests/hospitals.csv new file mode 100644 index 0000000..bcf53df --- /dev/null +++ b/tests/hospitals.csv @@ -0,0 +1,4773 @@ +"Facility.Name","Facility.City","Facility.State","Facility.Type","Rating.Overall","Rating.Mortality","Rating.Safety","Rating.Readmission","Rating.Experience","Rating.Effectiveness","Rating.Timeliness","Rating.Imaging","Procedure.Heart Attack.Cost","Procedure.Heart Attack.Quality","Procedure.Heart Attack.Value","Procedure.Heart Failure.Cost","Procedure.Heart Failure.Quality","Procedure.Heart Failure.Value","Procedure.Pneumonia.Cost","Procedure.Pneumonia.Quality","Procedure.Pneumonia.Value","Procedure.Hip Knee.Cost","Procedure.Hip Knee.Quality","Procedure.Hip Knee.Value" +"Southeast Alabama Medical Center","Dothan","AL","Government","2","Below","Above","Below","Below","Same","Above","Same","23394","Average","Average","17041","Average","Average","18281","Average","Average","25812","Average","Higher" +"Marshall Medical Center South","Boaz","AL","Government","1","Below","Below","Below","Same","Above","Above","Below","22579","Average","Average","15819","Worse","Average","15614","Worse","Lower","22747","Average","Average" +"Eliza Coffee Memorial Hospital","Florence","AL","Government","3","Below","Above","Above","Below","Same","Above","Below","24002","Average","Average","16334","Average","Average","17371","Average","Average","24491","Average","Higher" +"Mizell Memorial Hospital","Opp","AL","Private","1","Same","Same","Below","Below","Below","Above","None","0","Unknown","Unknown","14541","Average","Lower","15226","Worse","Lower","23472","Average","Average" +"Crenshaw Community Hospital","Luverne","AL","Proprietary","4","Same","None","Above","None","Same","Above","None","0","Unknown","Unknown","13767","Average","Lower","14341","Average","Lower","0","Unknown","Unknown" +"St Vincent's East","Birmingham","AL","Private","2","Same","Below","Below","Below","Below","Below","Same","23940","Average","Average","16132","Average","Average","17848","Average","Average","23792","Average","Higher" +"Dekalb Regional Medical Center","Fort Payne","AL","Proprietary","2","Below","Above","Below","Below","Same","Above","Same","23853","Average","Average","15761","Average","Average","17896","Worse","Average","0","Unknown","Unknown" +"Shelby Baptist Medical Center","Alabaster","AL","Private","2","Same","Below","Above","Below","Same","Same","Below","24008","Average","Average","17937","Average","Higher","18858","Average","Higher","22367","Average","Average" +"Callahan Eye Hospital","Birmingham","AL","Private","-1","None","None","None","None","Same","Same","None","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown" +"Helen Keller Memorial Hospital","Sheffield","AL","Government","3","Same","Above","Below","Same","Same","Above","Below","22948","Average","Average","17311","Average","Average","17516","Average","Average","23130","Average","Higher" +"Dale Medical Center","Ozark","AL","Government","3","Same","None","Same","Above","Same","Above","Same","0","Unknown","Unknown","17651","Average","Average","17581","Average","Average","0","Unknown","Unknown" +"Floyd Cherokee Medical Center","Centre","AL","Private","4","Same","None","Above","Above","Same","Same","None","0","Unknown","Unknown","17098","Average","Average","13812","Average","Lower","0","Unknown","Unknown" +"Baptist Medical Center South","Montgomery","AL","Government","2","Below","Above","Below","Below","Same","Below","Same","23467","Average","Average","16826","Average","Average","19776","Average","Higher","20867","Average","Lower" +"Jackson Hospital & Clinic Inc","Montgomery","AL","Private","2","Below","Below","Above","Same","Same","Below","Below","25850","Average","Higher","16463","Average","Average","17710","Worse","Average","21867","Average","Average" +"East Alabama Medical Center","Opelika","AL","Government","4","Below","Above","Above","Above","Same","Above","Same","23682","Worse","Average","14465","Average","Lower","16309","Average","Lower","21050","Average","Lower" +"Tanner Medical Center-east Alabama","Wedowee","AL","Government","3","Same","None","Same","None","Same","Above","None","0","Unknown","Unknown","19690","Average","Higher","14957","Average","Average","0","Unknown","Unknown" +"University Of Alabama Hospital","Birmingham","AL","Government","2","Above","Below","Below","Above","Same","Below","Below","21355","Average","Lower","15763","Better","Lower","18019","Better","Average","24648","Average","Higher" +"Community Hospital Inc","Tallassee","AL","Private","3","Same","None","Above","Below","Same","Same","Same","0","Unknown","Unknown","15013","Average","Average","16522","Average","Average","0","Unknown","Unknown" +"Cullman Regional Medical Center","Cullman","AL","Government","2","Below","Below","Below","Below","Same","Above","Same","23153","Average","Average","16272","Average","Average","17412","Worse","Average","21359","Average","Average" +"Andalusia Health","Andalusia","AL","Proprietary","4","Same","Above","Above","Below","Same","Above","Same","22544","Average","Average","14805","Average","Lower","16213","Average","Lower","21991","Average","Average" +"Stringfellow Memorial Hospital","Anniston","AL","Proprietary","3","Same","Above","Below","Below","Same","Same","Same","23828","Average","Average","16970","Average","Average","16430","Average","Average","24326","Average","Higher" +"Huntsville Hospital","Huntsville","AL","Government","2","Below","Above","Below","Above","Same","Below","Below","22856","Average","Average","16354","Average","Average","16944","Worse","Average","20481","Average","Lower" +"Gadsden Regional Medical Center","Gadsden","AL","Proprietary","2","Same","Below","Below","Below","Below","Same","Below","23546","Average","Average","18316","Average","Higher","18481","Average","Higher","24922","Average","Higher" +"Marion Regional Medical Center","Hamilton","AL","Private","5","Same","None","Above","Same","Same","Above","Same","0","Unknown","Unknown","15443","Average","Average","15495","Average","Lower","0","Unknown","Unknown" +"Fayette Medical Center","Fayette","AL","Unknown","5","Same","None","Above","Above","Same","Same","Same","0","Unknown","Unknown","15135","Average","Average","14739","Average","Lower","0","Unknown","Unknown" +"Riverview Regional Medical Center","Gadsden","AL","Proprietary","4","Above","Above","Below","Below","Same","Above","Same","24160","Average","Average","16413","Better","Average","19943","Average","Higher","24074","Average","Higher" +"Georgiana Medical Center","Georgiana","AL","Proprietary","3","Same","None","Same","None","Same","Above","None","0","Unknown","Unknown","14180","Average","Lower","13727","Average","Lower","0","Unknown","Unknown" +"Medical Center Enterprise","Enterprise","AL","Proprietary","3","Same","Above","Above","Same","Same","Same","Same","0","Unknown","Unknown","15247","Average","Average","16064","Average","Average","22411","Average","Average" +"Greene County Hospital","Eutaw","AL","Government","3","None","None","Same","None","Same","Same","None","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown" +"Lake Martin Community Hospital","Dadeville","AL","Proprietary","4","None","None","Above","Same","Same","Above","None","0","Unknown","Unknown","0","Unknown","Unknown","14323","Average","Lower","0","Unknown","Unknown" +"Flowers Hospital","Dothan","AL","Proprietary","3","Below","Above","Below","Same","Same","Above","Above","21779","Average","Lower","16007","Worse","Average","16796","Average","Average","24056","Average","Higher" +"St Vincent's Birmingham","Birmingham","AL","Private","4","Same","Below","Above","Above","Below","Below","Same","24141","Average","Average","17434","Average","Average","17394","Average","Average","22149","Average","Average" +"Bibb Medical Center","Centreville","AL","Government","-1","None","None","None","None","Below","Above","None","0","Unknown","Unknown","17905","Average","Average","14310","Average","Lower","0","Unknown","Unknown" +"Lawrence Medical Center","Moulton","AL","Government","4","Same","None","Above","None","Same","Above","Same","0","Unknown","Unknown","15996","Average","Average","16653","Average","Average","0","Unknown","Unknown" +"Highlands Medical Center","Scottsboro","AL","Government","1","Same","Below","Below","Below","Same","Same","Same","0","Unknown","Unknown","14855","Average","Lower","14509","Average","Lower","24701","Average","Higher" +"Wiregrass Medical Center","Geneva","AL","Private","3","Same","None","Above","Same","Same","Above","None","0","Unknown","Unknown","14275","Average","Lower","14978","Average","Lower","0","Unknown","Unknown" +"Russell Medical Center","Alexander City","AL","Private","3","Same","Same","Above","Above","Same","Above","Same","23992","Average","Average","17752","Average","Average","18443","Average","Average","25474","Average","Higher" +"Medical Center Barbour","Eufaula","AL","Government","3","Same","None","Same","Same","Same","Above","Same","0","Unknown","Unknown","14841","Average","Average","12835","Average","Lower","0","Unknown","Unknown" +"Clay County Hospital","Ashland","AL","Government","4","Same","None","Same","Above","Same","Same","None","0","Unknown","Unknown","15322","Average","Average","16250","Average","Average","0","Unknown","Unknown" +"Northeast Alabama Regional Medical Center","Anniston","AL","Government","2","Same","Above","Below","Same","Same","Below","Same","23858","Average","Average","15430","Average","Lower","16757","Average","Average","23461","Average","Higher" +"Athens Limestone Hospital","Athens","AL","Government","4","Same","Above","Above","Same","Same","Above","Below","0","Unknown","Unknown","14669","Average","Lower","15876","Average","Lower","23318","Average","Higher" +"South Baldwin Regional Medical Center","Foley","AL","Proprietary","3","Same","Same","Below","Above","Same","Same","Below","23186","Average","Average","16286","Average","Average","15260","Average","Lower","20144","Average","Lower" +"Decatur Morgan Hospital-decatur Campus","Decatur","AL","Government","3","Same","Above","Above","Same","Below","Below","Below","23363","Average","Average","14948","Average","Lower","16006","Average","Lower","22371","Average","Average" +"Northwest Medical Center","Winfield","AL","Proprietary","4","Same","None","Above","Above","Same","Above","Same","0","Unknown","Unknown","15243","Average","Average","15457","Average","Lower","0","Unknown","Unknown" +"University Of South Alabama Medical Center","Mobile","AL","Government","3","Same","Above","Below","Same","Same","Below","Below","0","Unknown","Unknown","15601","Average","Average","18856","Average","Average","0","Unknown","Unknown" +"Walker Baptist Medical Center","Jasper","AL","Private","2","Same","Same","Same","Below","Same","Above","Same","25214","Average","Average","15422","Average","Average","16503","Worse","Average","20826","Average","Lower" +"Providence Hospital","Mobile","AL","Church","2","Below","Below","Same","Same","Above","Same","Below","25291","Worse","Average","15325","Worse","Lower","16398","Average","Lower","21711","Average","Average" +"Grove Hill Memorial Hospital","Grove Hill","AL","Government","2","Same","None","Same","Same","Below","Same","Below","0","Unknown","Unknown","15998","Average","Average","16240","Average","Average","0","Unknown","Unknown" +"D C H Regional Medical Center","Tuscaloosa","AL","Government","2","Below","Above","Below","Below","Below","Below","Above","23789","Average","Average","17324","Average","Average","17067","Average","Average","24121","Average","Higher" +"Hale County Hospital","Greensboro","AL","Government","3","Same","None","Above","None","Below","Same","None","0","Unknown","Unknown","16332","Average","Average","15713","Average","Average","0","Unknown","Unknown" +"Elmore Community Hospital","Wetumpka","AL","Government","4","Same","None","Above","Same","Same","Above","None","0","Unknown","Unknown","14216","Average","Lower","13707","Average","Lower","0","Unknown","Unknown" +"D W Mcmillan Memorial Hospital","Brewton","AL","Government","3","Same","None","Same","Same","Same","Above","Same","23399","Average","Average","15482","Average","Average","16410","Worse","Average","0","Unknown","Unknown" +"Thomas Hospital","Fairhope","AL","Private","3","Same","Same","Above","Above","Same","Same","Below","22488","Average","Average","16982","Average","Average","16982","Average","Average","19567","Average","Lower" +"Citizens Baptist Medical Center","Talladega","AL","Private","3","Same","None","Same","Same","Same","Above","Same","0","Unknown","Unknown","15057","Average","Average","16717","Average","Average","0","Unknown","Unknown" +"J Paul Jones Hospital","Camden","AL","Unknown","-1","None","None","None","None","Same","Above","None","0","Unknown","Unknown","0","Unknown","Unknown","15309","Average","Average","0","Unknown","Unknown" +"Princeton Baptist Medical Center","Birmingham","AL","Church","2","Same","Below","Above","Below","Same","Below","Below","24603","Average","Average","16831","Average","Average","18449","Average","Average","24707","Average","Higher" +"Grandview Medical Center","Birmingham","AL","Proprietary","2","Same","Above","Below","Above","Above","Same","Same","22177","Average","Average","17573","Average","Average","19014","Average","Higher","20816","Average","Lower" +"Prattville Baptist Hospital","Prattville","AL","Government","3","Above","Same","Below","Same","Same","Below","Same","26147","Average","Average","16251","Better","Average","16593","Average","Average","0","Unknown","Unknown" +"Pickens County Medical Center","Carrollton","AL","Government","3","Same","None","Same","None","Same","Same","Same","0","Unknown","Unknown","15794","Average","Average","13761","Average","Lower","0","Unknown","Unknown" +"Bullock County Hospital","Union Springs","AL","Proprietary","-1","None","None","None","None","Same","Above","Same","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown" +"Bryan W. 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Lucie","FL","Proprietary","1","Below","Below","Below","Below","Same","Same","Above","24860","Average","Average","17128","Average","Average","18286","Average","Average","24124","Average","Higher" +"Oak Hill Hospital","Brooksville","FL","Unknown","2","Below","Above","Below","Below","Above","Same","Below","24114","Average","Average","17583","Average","Higher","19316","Worse","Higher","21116","Average","Lower" +"Mease Countryside Hospital","Safety Harbor","FL","Private","3","Below","Below","Above","Above","Same","Below","Below","23151","Average","Average","18461","Worse","Higher","18326","Worse","Higher","22896","Average","Average" +"Gulf Breeze Hospital","Gulf Breeze","FL","Unknown","5","Above","Above","Above","Above","Same","Above","Same","24499","Average","Average","15601","Average","Average","17231","Better","Average","22393","Average","Average" +"Englewood Community 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Bay","FL","Proprietary","4","Same","Same","Same","Same","Same","Same","Same","25449","Average","Average","18194","Average","Higher","17225","Average","Average","23046","Average","Higher" +"Florida Hospital Wesley Chapel","Wesley Chapel","FL","Private","4","Same","Above","Same","Above","Above","Above","Same","25046","Average","Average","19551","Average","Higher","19111","Average","Higher","19691","Average","Lower" +"Poinciana Medical Center","Kissimmee","FL","Proprietary","3","Same","Same","Below","Below","Same","Above","Same","0","Unknown","Unknown","17136","Average","Average","17950","Average","Average","0","Unknown","Unknown" +"St Vincents Medical Center - Clay County","Middleburg","FL","Private","5","Same","Above","Above","Above","Same","Same","Same","25783","Average","Average","16115","Average","Average","18283","Average","Average","23410","Average","Higher" +"Regional General Hospital 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Antonio","TX","Proprietary","-1","None","None","None","Above","Same","None","None","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown","24003","Average","Higher" +"Methodist Stone Oak Hospital","San Antonio","TX","Proprietary","4","Same","Below","Above","Same","Same","Below","Above","24582","Average","Average","18485","Average","Higher","18836","Average","Higher","22050","Average","Average" +"Seton Medical Center Hays","Kyle","TX","Private","4","Same","Above","Above","Above","Same","Same","Above","26081","Average","Average","18473","Average","Higher","18499","Average","Average","24220","Average","Higher" +"St Lukes Lakeside Hospital","The Woodlands","TX","Unknown","-1","None","None","None","Above","Same","Same","Below","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown","25984","Average","Higher" +"Baylor Scott And White Medical Center 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Antonio","TX","Proprietary","-1","None","None","None","None","Same","None","None","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown","23427","Average","Average" +"Humble Surgical Hospital, Llc","Humble","TX","Unknown","-1","None","None","None","None","None","None","None","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown" +"Cleveland Emergency Hospital","Cleveland","TX","Proprietary","-1","None","None","None","None","None","None","None","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown" +"Wise Health System","Fort Worth","TX","Government","-1","None","None","None","Above","Same","None","None","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown" +"Texas General Hospital- Vzrmc Lp","Grand Saline","TX","Proprietary","-1","None","None","None","None","Same","Same","None","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown" +"First Texas Hospital","Houston","TX","Proprietary","-1","None","None","None","None","Same","Above","None","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown" +"Providence Hospital Of North Houston Llc","Houston","TX","Proprietary","-1","None","None","None","None","None","None","None","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown" +"The Hospitals Of Providence Transmountain Campus","El Paso","TX","Proprietary","-1","None","None","None","Same","Same","Above","None","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown" +"Saint Camillus Medical Center","Hurst","TX","Proprietary","-1","None","None","None","None","None","None","None","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown" +"Houston Methodist The Woodlands Hospital","The Woodlands","TX","Private","3","None","Same","None","Above","Same","Same","None","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown" +"The Hospitals Of Providence Horizon City Campus","Horizon City","TX","Proprietary","-1","None","None","None","None","Same","Same","None","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown","0","Unknown","Unknown" diff --git a/tests/test.json b/tests/test.json new file mode 100644 index 0000000..c5a863f --- /dev/null +++ b/tests/test.json @@ -0,0 +1,13 @@ +{ + "kind": "OperatorUnitTest", + "name": "test", + "namespace": "ds0", + "inputDataUri": "hospitals.csv", + "outputDataUri": ["Table_1.csv","Table_2.csv","Table_3.csv"], + "columns": ["Rating.Imaging"], + "rows": ["Rating.Effectiveness"], + "colors": ["Facility.Type"], + "labels": ["Facility.Name"], + "yAxis": "Procedure.Hip Knee.Cost", + "xAxis": "" + } \ No newline at end of file