Changelog#

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

[1.24.0] - 2024-05-28#

Added#

Added support for creating manifests for TensorFlow models.
Added support for deploying TensorFlow models.

[1.23.0] - 2024-04-04#

Added#

Added support for creating manifests for Shiny Express apps.
Added support for deploying interactive Quarto dashboards that use Shiny Express syntax.

Changed#

When deploying Shiny for Python applications on servers using a version of Connect prior to 2024.01.0, there is an incompatibility with starlette>=0.35.0. When deploying to these servers, the starlette version is now automatically set to starlette<0.35.0.

Fixed#

Quarto content is marked as a "site" only when there are multiple input files. (#552)
Quarto content automatically ignores name.html and name_files when name.md, name.ipynb, name.Rmd, or name.qmd is an input. (#553)
Patterns provided to --exclude allow NT-style paths on Windows. (#320)

Removed#

Python 3.7 support.

[1.22.0] - 2024-01-23#

Added#

Added support for deploying Shiny express apps.
Added support for deploying Shiny Express applications.
Added a --retry flag to the rsconnect content build run command to re-run builds for all content in the NEEDS_BUILD, ABORTED, ERROR, or RUNNING state.

Changed#

Improved the error and warning outputs when options conflict by providing the source from which the values have been determined. This allows for faster resolution of issues when combinations of stored credentials, environment variables and command line options are used.
Updated verbose mode to output the source of all options being used when processing the CLI command.

Fixed#

Interrupting a long-running rsconnect content build run command with ^C will now update the local state file before attempting graceful cleanup. This should help prevent users from getting stuck a "build already running" state. See #467 for details.
Addressed an error which occurred when attempting to create manifests for Quarto documents. (#534)

[1.21.0] - 2023-10-26#

Fixed#

The https_proxy environment variable is recognized as a synonym for HTTPS_PROXY.
When adding a new server, the initial request now includes an authorization header containing the API key. This is needed for Connect installations behind a proxy that only passes authenticated requests.
Common environment directories (env, venv, .env, .venv) are no longer excluded by name. Environments are detected by the presence of a python executable in bin or Scripts and excluded.
Lines output from pip freeze which start with [notice] are filtered out from the generated requirements.txt.

Added#

Added support for the no_proxy or NO_PROXY environment variables to specify hosts that should not be accessed via proxy server. It's a comma-separated list of host or domain suffixes. For example, specifying example.com will bypass the proxy for example.com, host.example.com, etc.
If an entrypoint is not specified with --entrypoint, rsconnect-python will try harder than before to choose an entrypoint file. In addition to the previously recognized filename patterns, the file patterns app-*.py, app_*.py, *-app.py, and *_app.py are now considered. However, if the directory contains more than one file matching these new patterns, you must provide rsconnect-python with an explicit --entrypoint argument.
Added a new verbose logging level. Specifying -v on the command line uses this new level. Currently this will cause filenames to be logged as they are added to a bundle. To enable maximum verbosity (debug level), use -vv.
Added a verification step to the deployment process that accesses the deployed content. This is a GET request to the content without parameters. The request is considered successful if there isn't a 5xx code returned (errors like 400 Bad Request or 405 Method Not Allowed because not all apps support GET /). For cases where this is not desired, use the --no-verify flag on the command line.
Added the deploy flask command.
Added the write-manifest flask command.

Changed#

Removing experimental support for Conda. Connect does not support restoring Conda environments.

[1.20.0] - 2023-09-11#

Fixed#

Python virtualenvs are now detected in Windows environments, and are automatically excluded from the uploaded bundle.
Error deploying to shinyapps.io when --app-id is provided #464.

Added#

Add --disable-env-management, --disable-env-management-py and --disable-env-management-r flags for all content types that support environment restores. These flags indicate to Connect that the user is responsible for Python/R package installation, and Connect should not install packages during the build. The Python/R packages must still be available in the runtime environment in order to run the content. This is especially useful if off-host execution is enabled when the execution environment (specified by --image) already contains the required packages. Requires Posit Connect >=2023.07.0.

[1.19.1] - 2023-08-01#

Added#

Failed deploys to shinyapps.io will now output build logs. Posit Cloud application deploys will also output build logs once supported server-side.
Redeploy to Posit Cloud from a project now correctly associates the content with that project.

[1.19.0] - 2023-07-12#

Added#

The CONNECT_TASK_TIMEOUT environment variable, which configures the timeout for task based operations. This value translates into seconds (e.g., CONNECT_TASK_TIMEOUT=60 is equivalent to 60 seconds.) By default, this value is set to 86,400 seconds (e.g., 24 hours).
Deploys for Posit Cloud now support Quarto source files or projects with markdown or jupyter engines.

[1.18.0] - 2023-06-27#

Added#

Deploys for Posit Cloud and shinyapps.io now accept the --visibility flag.

Changed#

Removes redundant client-side compatibility checks in favor of server-side compatibility checks when deploying Python content. Note that the error handling may differ between versions of Connect. See Connect release notes for additional details regarding compatibility.

[1.17.1] - 2023-05-25#

Fixed#

Shiny app deployment fails when static content is present in the app #373.

[1.17.0] - 2023-05-12#

Added#

deploy html and deploy manifest now support deployment to Posit Cloud.
Added system caches list and system caches delete commands which allow administrators to enumerate and delete R and Python runtime caches from Connect servers #384. Read more about the feature in our docs.

Changed#

Cloud deployments accept the content id instead of application id in the --app-id field.
The app_id field in application store files also stores the content id instead of the application id.
Application store files include a version field, set to 1 for this release.

Fixed#

cacert read error when adding/updating a server #403.
getdefaultlocale no longer work with newer versions of Python #397 #399.
extra files not being included in write-manifest #416.

[1.16.0] - 2023-03-27#

Added#

The CONNECT_REQUEST_TIMEOUT environment variable, which configures the request timeout for all blocking HTTP and HTTPS operations. This value translates into seconds (e.g., CONNECT_REQUEST_TIMEOUT=60 is equivalent to 60 seconds.) By default, this value is 300.

Fixed#

Extra files were not being included in deploy Voila.
Error message to indicate the Python also has to be configured in Connect.

[1.15.0] - 2023-03-15#

Added#

Added deploy voila command to deploy Jupyter Voila notebooks. See the user documentation for more information.

Changed#

deploy html was refactored. Its behavior is described below.

Deploying HTML#

Specifying a directory in the path will result in that entire directory*, subdirectories, and sub contents included in the deploy bundle. The entire directory is included whether or not an entrypoint was supplied

e.g. using the following directory,

├─ my_project/
│ ├─ index.html
│ ├─ second.html

and the following command:

rsconnect deploy html -n local my_project

or this command:

rsconnect deploy html -n local my_project -e my_project/index.html

we will have a bundle which includes both index.html and second.html

specifying a file in the path will result in that file* - not the entire directory - included in the deploy bundle

e.g. using the following directory,

├─ my_project/
│ ├─ index.html
│ ├─ second.html

and the following command:

rsconnect deploy html -n local my_project/second.html

we will have a bundle which includes second.html

a note regarding entrypiont
- providing an entrypoint is optional if there's an index.html inside the project directory, or if there's a single html file in the project directory.
- if there are multiple html files in the project directory and it contains no index.html, we will get an exception when deploying that directory unless an entrypoint is specified.
if we want to specify an entrypint, and we are executing the deploy command outside a project folder, we must specify the full path of the entrypoint:

rsconnect deploy html -n local my_project -e my_project/second.html

if we want to specify an entrypint, and we are executing the deploy command inside the project folder, we can abbreviate the entrypoint, like so:
```
cd my_project
rsconnect deploy html -n local ./ -e second.html
```

*Plus the manifest & other necessary files needed for the bundle to work on Connect.

[1.14.1] - 2023-02-09#

Fixed#

Extra files were not being included in certain deploy and write-manifest commands.

Added#

The --cacert option now supports certificate files encoded in the Distinguished Encoding Rules (DER) binary format. Certificate files with DER encoding must end in a .cer or .der suffix.
The --python option now provides additional user guidance when an invalid path is provided.

Changed#

The --cacert option now requires that Privacy Enhanced Mail (PEM) formatted certificate files end in a .ca-bundle, .crt, .key, or .pem suffix.

[1.14.0] - 2023-01-19#

Changed#

You can now redeploy to a content with an "unknown" app mode. A content item's app mode is "unknown" if it was created, but never deployed to, or its deployment failed before an app mode could be determined.

Removed#

Python 3.5 & 3.6 support.
rsconnect-python no longer considers the RETICULATE_PYTHON environment variable. In environments where RETICULATE_PYTHON is set outside a project context (e.g. by a Posit Workbench administrator), attempting to deploy content or write manifests in projects using virtual environments required explicitly setting --python /path/to/virtualenv/python. Removing RETICULATE_PYTHON detection should simplify the use of the CLI in this case.

[1.13.0] - 2022-12-02#

Added#

When running rsconnect bootstrap, you can now specify the jwt secret using the CONNECT_BOOTSTRAP_SECRETKEY environment variable.

Changed#

Update pip_freeze to use pip freeze since Connect filters for valid package paths in the backend and it no longer depends on the undocumented behavior of pip list --format=freeze. This reverts the change made in 1.5.2.
Renamed the deploy_html excludes flag to exclude for consistency with other deploy commands.

[1.12.1] - 2022-11-07#

Changed#

Updated actions.py to reuse code in main, minus the CLI parts. As a result deploy_jupyter_notebook and deploy_by_manifest had their return signatures changed. They now return None.

[1.12.0] - 2022-10-26#

Added#

You can now use the new rsconnect bootstrap command to programmatically provision an initial administrator api key on a fresh Connect instance. This requires RStudio Connect release 2022.10.0 or later and Python version >= 3.6.

[1.11.0] - 2022-10-12#

Added#

Add support for deployment on RStudio Cloud

Changed#

rsconnect-python will now issue warnings if it detects environmental variables that overlap with stored credentials

[1.10.0] - 2022-07-27#

Added#

You can now deploy Shiny for Python applications with deploy shiny
In addition to deploying to Connect, you can now deploy to shinyapps.io with deploy shiny or deploy manifest
The add option now supports shinyapps.io credentials.

[1.9.0] - 2022-07-06#

Added#

You can now deploy Quarto documents in addition to Quarto projects. This requires RStudio Connect release 2021.08.0 or later. Use rsconnect deploy quarto to deploy, or rsconnect write-manifest quarto to create a manifest file.

Changed#

As a prelude to setting and documenting rsconnect-python APIs, various functions in actions have been moved to bundle, or replaced with RSConnectExecutor. The moved functions now include a deprecation warning, and will be fully deprecated in a future release.

[1.8.1] - 2022-05-31#

Changed#

Corrected changelog heading.

[1.8.0] - 2022-05-31#

Added#

You can now set environment variables for the deployed content with the -E option. These will be passed to RStudio Connect during the deployment process, so they are available in your code whenever it runs within RStudio Connect. Requires RStudio Connect version 1.8.6 or later.
You can now deploy Quarto projects. This requires RStudio Connect release 2021.08.0 or later. Use rsconnect deploy quarto to deploy, or rsconnect write-manifest quarto to create a manifest file.
An image command line option has been added to the write-manifest and deploy commands to specify the target image to be used on the RStudio Connect server during content execution. This is only supported for the api, bokeh, dash, fastapi, notebook, quarto and streamlit sub-commands. It is only applicable if the RStudio Connect server is configured to use off-host execution.
You can now deploy static content such as html and its associated assets with rsconnect deploy html.

[1.7.1] - 2022-02-15#

Added#

Publish supported python versions announcement.

[1.7.0] - 2022-02-11#

Added#

Adds rsconnect content subcommands for interacting with RStudio Connect's /v1/content REST API. This allows users to search, download, and (re)build content. Users should note that the rsconnect content build subcommand requires RStudio Connect release 2021.11.1 or later.

Changed#

Support for Python 2.7 has been removed in this release.

[1.6.0] - 2021-08-30#

Added#

You can now deploy FastAPI applications. This requires RStudio Connect release 2021.08.0 or later. Use rsconnect deploy fastapi to deploy, or rsconnect write-manifest fastapi to create a manifest file.
In addition to FastAPI, you can also deploy Quart, Sanic, and Falcon ASGI applications.

Changed#

rsconnect-python will now issue a warning during deployment if there isn't a requirements.txt file in the deployment directory. Using a requirements file ensures consistency in the environment that will be created by the RStudio Connect server during deployment. This helps avoid unnecessary package installations and issues that can occur if rsconnect-python falls back to inferring packages from the local Python environment.

[1.5.4] - 2021-07-29#

Added#

If an entrypoint is not specified with --entrypoint, rsconnect-python will attempt to choose an entrypoint file. It looks for common names (app.py, application.py, main.py, api.py). If there is a single python source file in the directory, that will be used as the entrypoint. rsconnect-python does not inspect the file contents to identify the object name, which must be one of the default names that Connect expects (app, application, create_app, or make_app).
Ability to hide code cells when rendering Jupyter notebooks.

After setting up Connect (>=1.9.0) and rsconnect-python, the user can render a Jupyter notebook without its corresponding code cells by passing the ' hide-all-input' flag through the rsconnect cli:

rsconnect deploy notebook \
    --server https://connect.example.org:3939 \
    --api-key my-api-key \
    --hide-all-input \
    mynotebook.ipynb

To selectively hide the input of cells, the user can add a tag call 'hide_input' to the cell, then pass the ' hide-tagged-input' flag through the rsconnect cli:

rsconnect deploy notebook \
    --server https://connect.example.org:3939 \
    --api-key my-api-key \
    --hide-tagged-input \
    mynotebook.ipynb

[1.5.3] - 2021-05-06#

Added#

Support for generating md5 file upload checksums, even if Python's hashlib was configured for FIPS mode. The fallback uses the usedforsecurity option which is available in Python 3.9 and later.

[1.5.2] - 2021-04-02#

Added#

support for HTTPS_PROXY

Changed#

Environments are now introspected with pip list --format=freeze instead of pip freeze, since the latter injects nonexistent paths into the requirements file when run in a conda environment. This issue started occurring when pip 20.1 added support for PEP 610 metadata.
Conda environments contain Conda-only versions of setuptools, which are now filtered out from requirements.txt for non-Conda environments.

[1.5.1] - 2020-11-02#

Fixed#

Python 2 encoding error when using rsconnect-jupyter to publish a notebook containing binary data.
Preserve more details when raising exceptions.

1.5.0 - 2020-07-10#

Added#

support for deploying Streamlit and Bokeh applications
improved handling of HTTP timeouts
CI verification on macos with python3.8
trigger rsconnect-jupyter workflow on successful pushes to main branch

Changed#

default exclusion list to include common virtual environment directory names (env, venv, .env, and .venv)
environment internally represented as data class instead of dict
replace all internal "compatibility mode" references with "conda mode"
CI moved to GitHub Actions

Removed#

generation and publishing of sdist artifact

Fixed#

explicitly set the --to-html option to nbconvert when publishing a static notebook, as required by the latest version of nbconvert

1.4.5 - 2020-04-10#

Changed#

provide clearer feedback when errors happen while building bundles from a manifest
pin required versions of the click and six libraries that we use
help text touch up

Fixed#

output alignment under Python 2

1.4.4 - 2020-04-02#

Changed#

converted a traceback to a more appropriate message
updated CookieJar class to support marshalling/un-marshalling to/from a dictionary

Fixed#

an issue with cookie jar continuity across connections

1.4.3 - 2020-04-01#

Changed#

being more distinguishing between a server that's not running Connect and a credentials problem

1.4.2 - 2020-03-27#

Added#

more helpful feedback when a "requested object does not exist" error is returned by Connect

Changed#

be more distinguishing between a server that's not running Connect and a credentials problem

Fixed#

an issue where cookie header size could grow inappropriately (#107)
corrected the instructions to enable auto-completion

1.4.1 - 2020-03-26#

Fixed#

sticky sessions so we will track deploys correctly when RStudio Connect is in an HA/clustered environment

1.4.0 - 2020-03-16#

Added#

functions in actions that provide the same functionality as the CLI

Changed#

command line handling of options is more consistent across all commands
test command replaced with a more broadly functional details command
errors handled much more consistently and are more informative
CLI output is more clean
overall code has been refactored and improved for clarity, testability and stability
all CLI help has been improved for consistency, correctness and completeness
many documentation improvements in content and appearance

1.3.0 - 2020-01-07#

Added#

first release