At ArcGIS Enterprise 10.5 and later, a Python 3-based conda environment is included with ArcGIS Server.
The Python installation of ArcGIS Server includes packages such as numpy and matplotlib. However, if you want to install additional custom Python packages, follow the steps below.
Services published from ArcGIS Pro
Similar to ArcGIS Pro, ArcGIS Server uses conda to manage Python environments. Starting at ArcGIS Server 10.7.1, you can specify a Python environment for all geoprocessing services. Starting at ArcGIS Server 10.8.1, you can specify a Python environment for a single geoprocessing service.
The following steps are for geoprocessing services published from ArcGIS Pro or using ArcPy. For more information about the Python environment in ArcGIS Pro, see Python in ArcGIS Pro. It is recommended that you clone the default Python environment to make updates. Only one Python environment at a time can be activated for ArcGIS Server.
For additional information about using and working with conda, see the introduction to conda.
Specify a Python environment for all geoprocessing services
To deploy third-party Python packages with ArcGIS Server, use the following steps for each machine in your site:
- Sign in to your ArcGIS Server machine and open the command prompt window as an administrator.
- Change the directory to <install>\ArcGIS\Server\framework\runtime\ArcGIS\bin\Python\Scripts.
- Clone the server's default Python environment with a new environment name. The suggested location is at the ArcGIS Server installation's Python environment directory. Run the command conda create --clone arcgispro-py3 --prefix "<install>\ArcGIS\Server\framework\runtime\ArcGIS\bin\Python\envs\newenvname" --pinned --no-shortcuts using a sample newenvname. Replace the prefix with your installation directory and the new environment name. Alternatively, you can specify a location outside the installation directory.
- To activate the cloned environment, run conda proswap -n newenvname --all-users. Providing the --all-users argument is optional if you signed in to your machine as the ArcGIS Server account user; otherwise, it is a required argument. If your cloned conda environment is outside the suggested location, provide the full path to that location by using conda proswap -p "<full-path-to-cloned-directory>" --all-users
- Install the third-party Python packages by running conda install. Only use pip install if conda install is not available.
- Restart the ArcGIS Server service. It will take a few minutes before all services are back online.
- Repeat steps 1 through 6 on all other machines in your ArcGIS Server site for a multiple-machine deployment.
Add more packages
To add more packages to the existing conda environment, follow these steps:
- Sign in to your ArcGIS Server machine. You may need administrative privileges depending on the location of your existing conda environment.
- From the start menu, open the Python 3 Command Prompt. It may be in the ArcGIS Server folder, depending on your operating system. If it is not available in the start menu, you can launch the proenv.bat at <install>\ArcGIS\Server\framework\runtime\ArcGIS\bin\Python\Scripts.
- Run conda install for the packages that need to be deployed. Only use pip install if conda install is not available.
- Restart the geoprocessing service in ArcGIS Server Manager.
- Optionally, restart the ArcGIS Server service. All services will restart in a few minutes.
- Repeat steps 1 through 5 on each machine in your ArcGIS Server site when you have a multiple-machine deployment.
Specify a Python environment for a single geoprocessing service
Clone the server default Python environment, install third-party Python packages, and edit the service properties of your geoprocessing service using the following steps:
- Sign in to your ArcGIS Server machine, and open the Python 3 Command Prompt from the start menu. It is recommended that you run the command prompt as an administrator, otherwise, you may not be able to clone the environment to certain directories.
- Clone the server's default Python environment with a new environment name, for example, newenvname, in the ArcGIS Server installation's Python environment directory with the command conda create --clone arcgispro-py3 --prefix "<install>\ArcGIS\Server\framework\runtime\ArcGIS\bin\Python\envs\newenvname" --pinned --no-shortcuts. Replace the prefix with your installation directory and the new environment name. To clone the environment to any other directories outside the ArcGIS Server installation directory, run conda create --clone arcgispro-py3 --prefix "<fullpath>\outsideenvname" --pinned --no-shortcuts.
- Activate the new environment in the command prompt window with activate newenvname. If you are using a directory outside the ArcGIS Server installation's Python environment directory, provide the full path to your cloned environment with activate <fullpath>\outsideenvname.
- Install your Python packages with conda install packagename=version. It is optional, but a best practice, to align the package version you used in ArcGIS Pro during the publishing process and the package version installed on the server.
- Once all the packages are installed, go to the ArcGIS Server administrator directory. In Resources at the bottom of the page, go to services.
- Select the geoprocessing service for which you want to specify a Python environment.
- In Supported Operations at the bottom of the page, click edit.
- In the service JSON, add the key value pair "condaEnvironmentPath": "newenvname" or "condaEnvironmentPath": "<full path to newenvname>" to the service properties when your cloned environment is in the ArcGIS Server installation's Python environment directory. If you are using a directory outside the ArcGIS Server installation's Python environment directory, you must provide the full path to your cloned environment. A simplified service property JSON including the new condaEnvironmentPath property is as follows:
Deploy custom Python packages for ArcGIS Server Simplified service properties with a cloned Python environment in the ArcGIS Server installation's Python environment directory.
{ "serviceName": "gvonly", "type": "GPServer", "description": "", "allowedUploadFileTypes": "", "properties": { "toolbox": "C:\\arcgisserver\\directories\\arcgissystem\\arcgisinput\\gvonly.GPServer\\extracted\\p30\\gvonly.tbx", "condaEnvironmentPath": "newenvname", "showMessages": "INFO" }, "portalProperties": { "isHosted": false, "portalItems": [{ "itemID": "4921223df97744a593d0b776666b9da9", "type": "GPServer" }] }, "extensions": [{ "typeName": "WPSServer", "properties": { "serviceType": "", "name": "" } }], "frameworkProperties": {}, "datasets": [] } - Click the Save Edits button to save your edits.
Your service restarts automatically.