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Merge pull request #104 from sol-eng/deps
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‎.github/workflows/deploy.yml

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./flask-restx/
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./flask-sentiment-analysis-api/
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./flask-sentiment-analysis-app/
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./image-classifier/
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./jupyter-interactive-visualization/
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./jupyter-static-visualization/
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./jupyter-voila/
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./quarto-lightbox/
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./reticulated-image-classifier/
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./reticulated-sentiment-analysis-api/
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./reticulated-sentiment-analysis-app/
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./rmarkdown-notebook/
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./rmarkdown-static-visualization/
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./shiny-income-share/
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./sentiment-analysis/
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./sentiment-analysis-app/
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./streamlit-income-share/
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require-vanity-path: true
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access-type: all

‎.gitignore

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venv
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.env
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.Rprofile
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/.luarc.json

‎.python-version

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3.10.0

‎README.md

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# RStudio Connect & Python
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# Posit Connect & Python
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RStudio Connect is a publishing platform for the work your team creates in R and Python.
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Posit Connect is a publishing platform for the work your team creates in R and Python.
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This repository contains examples of Python content you can deploy to Connect, including:
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## Interactive apps
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- [Streamlit](./streamlit-income-share/README.md)
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- [Dash](dash-app/README.md)
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- [Flask](flask-sentiment-analysis-app/README.md)
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- [Voila](./jupyter-voila/README.md)
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### Web APIs
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### Interactive apps
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- [Serving Sentiment Analysis with Plumber and spaCy](./sentiment-analysis/README.md)
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- [Image Classification with PyTorch and Shiny](./image-classifier/README.md)
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- [Serving Sentiment Analysis with Plumber and spaCy](./reticulatd-sentiment-analysis-api/README.md)
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- [Image Classification with PyTorch and Shiny](./reticulated-image-classifier/README.md)
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### Documents
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- [Visualizing pandas dataframes with ggplot2](./rmarkdown-notebook/README.md)
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## Getting Started
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You can deploy examples from this repo to your Connect server [via git-backed deployment](https://docs.rstudio.com/connect/user/git-backed/), or clone the repository and deploy examples from their manifests with the [`rsconnect` CLI](https://docs.rstudio.com/rsconnect-python/).
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You can deploy examples from this repo to your Connect server [via git-backed deployment](https://docs.posit.co/connect/user/git-backed/), or clone the repository and deploy examples from their manifests with the [`rsconnect` CLI](https://docs.posit.co/rsconnect-python/).
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If you want to explore an example more closely before deploying it:
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* Create and activate a virtual environment
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* Run the examples locally
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* Acquire an [API key](https://docs.rstudio.com/connect/user/api-keys/)
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* Acquire an [API key](https://docs.posit.co/connect/user/api-keys/)
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* Publish the examples with the [rsconnect cli](https://github.com/rstudio/rsconnect-python)
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* Save the environment and deployment details for future git-backed publishing
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‎dash-app/README.md

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## Resources
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[RStudio Connect User Guide - Dash](https://docs.rstudio.com/connect/user/dash/)
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[Posit Connect User Guide - Dash](https://docs.posit.co/connect/user/dash/)

‎dash-app/manifest.json

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{
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"version": 1,
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"locale": "en_US.UTF-8",
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"metadata": {
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"appmode": "python-dash",
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"entrypoint": "app"
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},
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"locale": "en_US.UTF-8",
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"python": {
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"version": "3.8.6",
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"version": "3.10.0",
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"package_manager": {
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"name": "pip",
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"version": "21.2.4",
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"version": "23.0.1",
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"package_file": "requirements.txt"
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}
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},
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"files": {
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"requirements.txt": {
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"checksum": "d9ec95c0586e1a782076258914ec6279"
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},
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"README.md": {
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"checksum": "c88f6181d84998f958b10246f1970721"
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"checksum": "714eff35716ba552e0dde4a13cd8ceb6"
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},
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"app.png": {
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"checksum": "d7dc349dbfd3e2dd7be1d7f77b2f3309"
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"checksum": "a4e86ec9273e07fdb85cf5dd6c6fed1e"
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}
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}
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}
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}

‎dash-app/requirements.txt

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Brotli==1.0.9
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click==8.0.1
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dash==2.0.0
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click==8.1.3
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dash==2.9.1
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dash-core-components==2.0.0
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dash-html-components==2.0.0
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dash-table==5.0.0
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Flask==2.0.2
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Flask-Compress==1.10.1
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itsdangerous==2.0.1
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Jinja2==3.0.2
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MarkupSafe==2.0.1
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numpy==1.22.0
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pandas==1.5.2
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plotly==5.3.1
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Flask==2.2.3
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itsdangerous==2.1.2
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Jinja2==3.1.2
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MarkupSafe==2.1.2
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numpy==1.24.2
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pandas==1.5.3
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plotly==5.13.1
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python-dateutil==2.8.2
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python-dotenv==0.19.0
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pytz==2021.3
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pytz==2022.7.1
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six==1.16.0
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tenacity==8.0.1
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tenacity==8.2.2
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Werkzeug==2.2.3

‎dash-bikeshare/README.md

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```
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## Resources
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[RStudio Connect User Guide - Dash](https://docs.rstudio.com/connect/user/dash/)
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[Posit Connect User Guide - Dash](https://docs.posit.co/connect/user/dash/)

‎dash-bikeshare/manifest.json

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{
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"version": 1,
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"locale": "en_US.UTF-8",
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"metadata": {
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"appmode": "python-dash",
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"entrypoint": "app"
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},
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"locale": "en_US.UTF-8",
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"python": {
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"version": "3.8.6",
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"version": "3.10.0",
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"package_manager": {
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"name": "pip",
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"version": "21.2.4",
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"version": "23.0.1",
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"package_file": "requirements.txt"
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}
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},
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"files": {
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"requirements.txt": {
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"checksum": "2a7c57f3b31ba1b8b95f4d226bdc5384"
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"checksum": "78b12cc7395472129cd5149d4fe9c59c"
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},
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"app.py": {
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"checksum": "34fd547314532279ce0eeae8ed9f32e9"
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"checksum": "30dc5ae0bfabcc5cf69e64a271e3c8c6"
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}
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}
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}
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}

‎dash-bikeshare/requirements.txt

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--index-url https://packagemanager.rstudio.com/pypi/latest/simple
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Brotli==1.0.9
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certifi==2022.12.7
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charset-normalizer==2.0.6
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click==8.0.1
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dash==2.0.0
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charset-normalizer==3.1.0
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click==8.1.3
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dash==2.9.1
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dash-core-components==2.0.0
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dash-html-components==2.0.0
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dash-table==5.0.0
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Flask==2.0.2
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Flask-Compress==1.10.1
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idna==3.2
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itsdangerous==2.0.1
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Jinja2==3.0.2
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MarkupSafe==2.0.1
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numpy==1.22.0
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pandas==1.3.3
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patsy==0.5.2
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plotly==5.3.1
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plotly-express==0.4.1
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Flask==2.2.3
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idna==3.4
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itsdangerous==2.1.2
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Jinja2==3.1.2
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MarkupSafe==2.1.2
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numpy==1.24.2
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pandas==1.5.3
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plotly==5.13.1
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python-dateutil==2.8.2
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python-dotenv==0.19.0
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pytz==2021.3
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requests==2.26.0
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scipy==1.7.1
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python-dotenv==1.0.0
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pytz==2022.7.1
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requests==2.28.2
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six==1.16.0
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statsmodels==0.13.0
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tenacity==8.0.1
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urllib3==1.26.7
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tenacity==8.2.2
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urllib3==1.26.15
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‎fastapi-stock/README.md

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```
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## Resources
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[RStudio Connect User Guide - FastAPI](https://docs.rstudio.com/connect/user/fastapi/)
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[Posit Connect User Guide - FastAPI](https://docs.posit.co/connect/user/fastapi/)

‎fastapi-stock/manifest.json

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{
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"locale": "en_US.UTF-8",
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"metadata": {
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"appmode": "python-fastapi",
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"entrypoint": "main"
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},
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"locale": "en_US.UTF-8",
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"python": {
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"version": "3.10.0",
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"version": "23.0.1",
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"package_file": "requirements.txt"
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},
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"files": {
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"checksum": "920f5e95ef6bc24d99198c5c14900ff1"
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"checksum": "f978bfe76823199781dace6b2e3a8bc6"
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"main.py": {
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"checksum": "e0bc27e3dd358c360863807e09079985"
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}

‎fastapi-stock/requirements.txt

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anyio==3.6.2
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asgiref==3.6.0
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click==8.1.3
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fastapi==0.89.1
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fastapi==0.95.0
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h11==0.14.0
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idna==3.4
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numpy==1.22.0
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pandas==1.5.2
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pydantic==1.10.4
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numpy==1.24.2
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pandas==1.5.3
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pydantic==1.10.6
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python-dateutil==2.8.2
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pytz==2022.7
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pytz==2022.7.1
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sniffio==1.3.0
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starlette==0.25.0
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typing_extensions==4.4.0
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uvicorn==0.20.0
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starlette==0.26.1
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typing_extensions==4.5.0
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uvicorn==0.21.1

‎flask-getting-started-rsc/README.md

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## Getting Started with Flask and RStudio Connect
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## Getting Started with Flask and Posit Connect
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This application structure and set-up follows the steps outlined in the links below.
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#### Resources
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- [RStudio Connect User Guide - Flask](https://docs.rstudio.com/connect/user/flask/)
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- [Getting Started with Flask and RStudio Connect](https://support.rstudio.com/hc/en-us/articles/360044700234)
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- [Deploying Flask Applications to RStudio Connect with Git and rsconnect-python](https://support.rstudio.com/hc/en-us/articles/360045224233)
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- [Using Templates and Static Assets with Flask Applications on RStudio Connect](https://support.rstudio.com/hc/en-us/articles/360045279313)
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- [Posit Connect User Guide - Flask](https://docs.posit.co/connect/user/flask/)
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- [Getting Started with Flask and Posit Connect](https://support.rstudio.com/hc/en-us/articles/360044700234)
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- [Deploying Flask Applications to Posit Connect with Git and rsconnect-python](https://support.rstudio.com/hc/en-us/articles/360045224233)
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- [Using Templates and Static Assets with Flask Applications on Posit Connect](https://support.rstudio.com/hc/en-us/articles/360045279313)

‎flask-getting-started-rsc/manifest.json

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{
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"entrypoint": "app"
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"python": {
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"version": "3.10.0",
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"version": "23.0.1",
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"files": {
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"checksum": "d5ff3e78f56f0d97c203e5475083853f"
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"checksum": "8d6edf2dedd1ca913165abec8a3beb86"
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"app.py": {
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"checksum": "ee9656d5610fbc4ad05d1c1413618341"
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},
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"templates/index.html": {
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"checksum": "18c6159098b83ecc561a20b837236498"
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"checksum": "8d670a0d9a9082893c7970a2680b6d95"
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}
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}
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}
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}

‎flask-getting-started-rsc/requirements.txt

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--index-url https://packagemanager.rstudio.com/pypi/latest/simple
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click==8.0.1
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Flask==2.0.2
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itsdangerous==2.0.1
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Jinja2==3.0.2
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MarkupSafe==2.0.1
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click==8.1.3
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Flask==2.2.3
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itsdangerous==2.1.2
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Jinja2==3.1.2
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MarkupSafe==2.1.2
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Werkzeug==2.2.3

‎flask-getting-started-rsc/templates/index.html

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</head>
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<body class="sans-serif center w-60">
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<div class="mt5 ba pa br2 b--black-30 tc">
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<h2>🎉 Hello, World! This is Flask on RStudio Connect!</h2>
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<h2>🎉 Hello, World! This is Flask on Posit Connect!</h2>
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</div>
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<div class="mt5 ba pa br2 b--black-30 tc">
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<h2>🚀Access the API endpoint</h2>

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