robocorp / rpaframework

Collection of open-source libraries and tools for Robotic Process Automation (RPA), designed to be used with both Robot Framework and Python
https://www.rpaframework.org/
Apache License 2.0
1.17k stars 227 forks source link
ai automation documentai nlp ocr opencv python robocorp robot robotframework rpa rpa-robots

RPA Framework

REQUEST for user input!

We are looking at improving our keyword usage to cover situations where developer might be struggling to smoothly write task for a Robot. Describe the situation where your implementation speed slows due to the lack of easier syntax.

Comment HERE <https://github.com/robocorp/rpaframework/issues/738>_

.. contents:: Table of Contents :local: :depth: 1

.. include-docs-readme

Introduction

RPA Framework is a collection of open-source libraries and tools for Robotic Process Automation (RPA), and it is designed to be used with both Robot Framework and Python. The goal is to offer well-documented and actively maintained core libraries for Software Robot Developers.

Learn more about RPA at Robocorp Documentation_.

The project is:

.. _Robot Framework: https://robotframework.org .. _Robot Framework Foundation: https://robotframework.org/foundation/ .. _Python: https://www.python.org/ .. _Robocorp: https://robocorp.com .. _Robocorp Documentation: https://robocorp.com/docs/ .. _Control Room: https://robocorp.com/docs/control-room .. _Developer Tools: https://robocorp.com/downloads .. _Installing Python Packages: https://robocorp.com/docs/setup/installing-python-package-dependencies

Links ^^^^^


.. image:: https://img.shields.io/github/actions/workflow/status/robocorp/rpaframework/main.yaml?style=for-the-badge :target: https://github.com/robocorp/rpaframework/actions/workflows/main.yaml :alt: Status

.. image:: https://img.shields.io/pypi/dw/rpaframework?style=for-the-badge :target: https://pypi.python.org/pypi/rpaframework :alt: rpaframework

.. image:: https://img.shields.io/pypi/l/rpaframework.svg?style=for-the-badge&color=brightgreen :target: http://www.apache.org/licenses/LICENSE-2.0.html :alt: License


Packages

.. image:: https://img.shields.io/pypi/v/rpaframework.svg?label=rpaframework&style=for-the-badge :target: https://pypi.python.org/pypi/rpaframework :alt: rpaframework latest version

.. image:: https://img.shields.io/pypi/v/rpaframework-assistant.svg?label=rpaframework-assistant&style=for-the-badge :target: https://pypi.python.org/pypi/rpaframework-assistant :alt: rpaframework-assistant latest version

.. image:: https://img.shields.io/pypi/v/rpaframework-aws.svg?label=rpaframework-aws&style=for-the-badge :target: https://pypi.python.org/pypi/rpaframework-aws :alt: rpaframework-aws latest version

.. image:: https://img.shields.io/pypi/v/rpaframework-core.svg?label=rpaframework-core&style=for-the-badge :target: https://pypi.python.org/pypi/rpaframework-core :alt: rpaframework-core latest version

.. image:: https://img.shields.io/pypi/v/rpaframework-google.svg?label=rpaframework-google&style=for-the-badge&color=blue :target: https://pypi.python.org/pypi/rpaframework-google :alt: rpaframework-google latest version

.. image:: https://img.shields.io/pypi/v/rpaframework-hubspot.svg?label=rpaframework-hubspot&style=for-the-badge&color=blue :target: https://pypi.python.org/pypi/rpaframework-hubspot :alt: rpaframework-hubspot latest version

.. image:: https://img.shields.io/pypi/v/rpaframework-openai.svg?label=rpaframework-openai&style=for-the-badge&color=blue :target: https://pypi.python.org/pypi/rpaframework-openai :alt: rpaframework-openai latest version

.. image:: https://img.shields.io/pypi/v/rpaframework-pdf.svg?label=rpaframework-pdf&style=for-the-badge&color=blue :target: https://pypi.python.org/pypi/rpaframework-pdf :alt: rpaframework-pdf latest version

.. image:: https://img.shields.io/pypi/v/rpaframework-recognition.svg?label=rpaframework-recognition&style=for-the-badge&color=blue :target: https://pypi.python.org/pypi/rpaframework-recognition :alt: rpaframework-recognition latest version

.. image:: https://img.shields.io/pypi/v/rpaframework-windows.svg?label=rpaframework-windows&style=for-the-badge&color=blue :target: https://pypi.python.org/pypi/rpaframework-windows :alt: rpaframework-windows latest version


From the above packages, rpaframework-core and rpaframework-recognition are support packages, which alone do not contain any libraries.

Libraries

The RPA Framework project currently includes the following libraries:

The x in the PACKAGE column means that library is included in the rpaframework package and for example. x,pdf means that RPA.PDF library is provided in both the rpaframework and rpaframework-pdf packages.

+----------------------------+-------------------------------------------------------+------------------------+ | LIBRARY NAME | DESCRIPTION | PACKAGE | +----------------------------+-------------------------------------------------------+------------------------+ | Archive | Archiving TAR and ZIP files | x | +----------------------------+-------------------------------------------------------+------------------------+ | Assistant | Display information to a user and request input. | assistant | +----------------------------+-------------------------------------------------------+------------------------+ | Browser.Selenium | Control browsers and automate the web | x | +----------------------------+-------------------------------------------------------+------------------------+ | Browser.Playwright | Newer way to control browsers | special (more below) | +----------------------------+-------------------------------------------------------+------------------------+ | Calendar | For date and time manipulations | x | +----------------------------+-------------------------------------------------------+------------------------+ | Cloud.AWS | Use Amazon AWS services | x,aws | +----------------------------+-------------------------------------------------------+------------------------+ | Cloud.Azure | Use Microsoft Azure services | x | +----------------------------+-------------------------------------------------------+------------------------+ | Cloud.Google | Use Google Cloud services | google | +----------------------------+-------------------------------------------------------+------------------------+ | Crypto | Common hashing and encryption operations | x | +----------------------------+-------------------------------------------------------+------------------------+ | Database | Interact with databases | x | +----------------------------+-------------------------------------------------------+------------------------+ | Desktop | Cross-platform desktop automation | x | +----------------------------+-------------------------------------------------------+------------------------+ | Desktop.Clipboard | Interact with the system clipboard | x | +----------------------------+-------------------------------------------------------+------------------------+ | Desktop.OperatingSystem | Read OS information and manipulate processes | x | +----------------------------+-------------------------------------------------------+------------------------+ | DocumentAI | Intelligent Document Processing wrapper | x | +----------------------------+-------------------------------------------------------+------------------------+ | DocumentAI.Base64AI | Intelligent Document Processing service | x | +----------------------------+-------------------------------------------------------+------------------------+ | DocumentAI.Nanonets | Intelligent Document Processing service | x | +----------------------------+-------------------------------------------------------+------------------------+ | Email.Exchange | E-Mail operations (Exchange protocol) | x | +----------------------------+-------------------------------------------------------+------------------------+ | Email.ImapSmtp | E-Mail operations (IMAP & SMTP) | x | +----------------------------+-------------------------------------------------------+------------------------+ | Excel.Application | Control the Excel desktop application | x | +----------------------------+-------------------------------------------------------+------------------------+ | Excel.Files | Manipulate Excel files directly | x | +----------------------------+-------------------------------------------------------+------------------------+ | FileSystem | Read and manipulate files and paths | x | +----------------------------+-------------------------------------------------------+------------------------+ | FTP | Interact with FTP servers | x | +----------------------------+-------------------------------------------------------+------------------------+ | HTTP | Interact directly with web APIs | x | +----------------------------+-------------------------------------------------------+------------------------+ | Hubspot | Access HubSpot CRM data objects | hubspot | +----------------------------+-------------------------------------------------------+------------------------+ | Images | Manipulate images | x | +----------------------------+-------------------------------------------------------+------------------------+ | JavaAccessBridge | Control Java applications | x | +----------------------------+-------------------------------------------------------+------------------------+ | JSON | Manipulate JSON objects | x | +----------------------------+-------------------------------------------------------+------------------------+ | MFA | Authenticate using one-time passwords (OTP) & OAuth2 | x | +----------------------------+-------------------------------------------------------+------------------------+ | Notifier | Notify messages using different services | x | +----------------------------+-------------------------------------------------------+------------------------+ | OpenAI | Artificial Intelligence service | openai | +----------------------------+-------------------------------------------------------+------------------------+ | Outlook.Application | Control the Outlook desktop application | x | +----------------------------+-------------------------------------------------------+------------------------+ | PDF | Read and create PDF documents | x,pdf | +----------------------------+-------------------------------------------------------+------------------------+ | Robocorp.Process | Use the Robocorp Process API | x | +----------------------------+-------------------------------------------------------+------------------------+ | Robocorp.WorkItems | Use the Robocorp Work Items API | x | +----------------------------+-------------------------------------------------------+------------------------+ | Robocorp.Vault | Use the Robocorp Secrets API | x | +----------------------------+-------------------------------------------------------+------------------------+ | Robocorp.Storage | Use the Robocorp Asset Storage API | x | +----------------------------+-------------------------------------------------------+------------------------+ | Salesforce | Salesforce operations | x | +----------------------------+-------------------------------------------------------+------------------------+ | SAP | Control SAP GUI desktop client | x | +----------------------------+-------------------------------------------------------+------------------------+ | Smartsheet | Access Smartsheet sheets | x | +----------------------------+-------------------------------------------------------+------------------------+ | Tables | Manipulate, sort, and filter tabular data | x | +----------------------------+-------------------------------------------------------+------------------------+ | Tasks | Control task execution | x | +----------------------------+-------------------------------------------------------+------------------------+ | Twitter | Twitter API interface | x | +----------------------------+-------------------------------------------------------+------------------------+ | Windows | Alternative library for Windows automation | x,windows | +----------------------------+-------------------------------------------------------+------------------------+ | Word.Application | Control the Word desktop application | x | +----------------------------+-------------------------------------------------------+------------------------+

.. _Archive: https://rpaframework.org/libraries/archive/ .. _Assistant: https://rpaframework.org/libraries/assistant/ .. _Browser.Playwright: https://rpaframework.org/libraries/browser_playwright/ .. _Browser.Selenium: https://rpaframework.org/libraries/browser_selenium/ .. _Calendar: https://rpaframework.org/libraries/calendar/ .. _Cloud.AWS: https://rpaframework.org/libraries/cloud_aws/ .. _Cloud.Azure: https://rpaframework.org/libraries/cloud_azure/ .. _Cloud.Google: https://rpaframework.org/libraries/cloud_google/ .. _Crypto: https://rpaframework.org/libraries/crypto/ .. _Database: https://rpaframework.org/libraries/database/ .. _Desktop: https://rpaframework.org/libraries/desktop/ .. _Desktop.Clipboard: https://rpaframework.org/libraries/desktop_clipboard/ .. _Desktop.Operatingsystem: https://rpaframework.org/libraries/desktop_operatingsystem/ .. _DocumentAI: https://rpaframework.org/libraries/documentai .. _DocumentAI.Base64AI: https://rpaframework.org/libraries/documentai_base64ai/ .. _DocumentAI.Nanonets: https://rpaframework.org/libraries/documentai_nanonets/ .. _Email.Exchange: https://rpaframework.org/libraries/email_exchange/ .. _Email.ImapSmtp: https://rpaframework.org/libraries/email_imapsmtp/ .. _Excel.Application: https://rpaframework.org/libraries/excel_application/ .. _Excel.Files: https://rpaframework.org/libraries/excel_files/ .. _FileSystem: https://rpaframework.org/libraries/filesystem/ .. _FTP: https://rpaframework.org/libraries/ftp/ .. _HTTP: https://rpaframework.org/libraries/http/ .. _Hubspot: https://rpaframework.org/libraries/hubspot/ .. _Images: https://rpaframework.org/libraries/images/ .. _JavaAccessBridge: https://rpaframework.org/libraries/javaaccessbridge/ .. _JSON: https://rpaframework.org/libraries/json/ .. _MFA: https://rpaframework.org/libraries/mfa/ .. _Notifier: https://rpaframework.org/libraries/notifier/ .. _OpenAI: https://rpaframework.org/libraries/openai/ .. _Outlook.Application: https://rpaframework.org/libraries/outlook_application/ .. _PDF: https://rpaframework.org/libraries/pdf/ .. _Robocorp.Process: https://rpaframework.org/libraries/robocorp_process/ .. _Robocorp.WorkItems: https://rpaframework.org/libraries/robocorp_workitems/ .. _Robocorp.Vault: https://rpaframework.org/libraries/robocorp_vault/ .. _Robocorp.Storage: https://rpaframework.org/libraries/robocorp_storage/ .. _Salesforce: https://rpaframework.org/libraries/salesforce/ .. _SAP: https://rpaframework.org/libraries/sap/ .. _Smartsheet: https://rpaframework.org/libraries/smartsheet/ .. _Tables: https://rpaframework.org/libraries/tables/ .. _Tasks: https://rpaframework.org/libraries/tasks/ .. _Twitter: https://rpaframework.org/libraries/twitter/ .. _Windows: https://rpaframework.org/libraries/windows/ .. _Word.Application: https://rpaframework.org/libraries/word_application/

Installation of RPA.Browser.Playwright

The RPA.Browser.Playwright at the moment requires special installation, because of the package size and the post install step it needs to be fully installed.

Minimum required conda.yaml to install Playwright:

.. code-block:: yaml

channels:
  - conda-forge
dependencies:
  - python=3.9.16
  - nodejs=16.14.2
  - pip=22.1.2
  - pip:
    - robotframework-browser==17.2.0
    - rpaframework==24.1.2
rccPostInstall:
  - rfbrowser init

Installation

Learn about installing Python packages at Installing Python Packages_.

Default installation method with Robocorp Developer Tools_ using conda.yaml:

.. code-block:: yaml

channels:

To install all extra packages (including Playwright dependencies), you can use:

.. code-block:: yaml

channels:

Separate installation of AWS, PDF and Windows libraries without the main rpaframework:

.. code-block:: yaml

channels:

Installation method with pip using Python venv_:

.. code-block:: shell

python -m venv .venv source .venv/bin/activate pip install rpaframework

.. note:: Python 3.8 or higher is required

Example

After installation the libraries can be directly imported inside Robot Framework_:

.. code:: robotframework

*** Settings ***
Library    RPA.Browser.Selenium

*** Tasks ***
Login as user
    Open available browser    https://example.com
    Input text    id:user-name    ${USERNAME}
    Input text    id:password     ${PASSWORD}

The libraries are also available inside Python_:

.. code:: python

from RPA.Browser.Selenium import Selenium

lib = Selenium()

lib.open_available_browser("https://example.com")
lib.input_text("id:user-name", username)
lib.input_text("id:password", password)

Support and contact

.. _Robot Framework Slack: https://robotframework-slack-invite.herokuapp.com/ .. _Robocorp Forum: https://forum.robocorp.com .. _Robocorp Developers Slack: https://robocorp-developers.slack.com

Contributing

Found a bug? Missing a critical feature? Interested in contributing? Head over to the Contribution guide <https://rpaframework.org/contributing/guide.html>_ to see where to get started.

Development

Repository development is Python_ based and requires at minimum Python version 3.8+ installed on the development machine. The default Python version used in the Robocorp Robot template is 3.9.16 so it is a good choice for the version to install. Not recommended versions are 3.7.6 and 3.8.1, because they have issues with some of the dependencies related to rpaframework. At the time the newer Python versions starting from 3.11 are also not recommended, because some of the dependencies might cause issues.

Repository development tooling is based on poetry and invoke. Poetry is the underlying tool used for compiling, building and running the package. Invoke is used for scripting purposes, for example for linting, testing and publishing tasks.

Before writing any code, please read and acknowledge our extensive Dev Guide_.

.. _Dev Guide: https://github.com/robocorp/rpaframework/blob/master/docs/source/contributing/development.md

First steps to start developing:

  1. initial poetry configuration

.. code:: shell

poetry config virtualenvs.path null poetry config virtualenvs.in-project true poetry config repositories.devpi "https://devpi.robocorp.cloud/ci/test"

  1. git clone the repository

    . create a new Git branch or switch to correct branch or stay in master branch

    • some branch naming conventions feature/name-of-feature, hotfix/name-of-the-issue, release/number-of-release

. poetry install which install package with its dependencies into the .venv directory of the package, for example packages/main/.venv

. if testing against Robocorp Robot which is using devdata/env.json

. poetry run python -m robot <ROBOT_ARGS> <TARGET_ROBOT_FILE>

. poetry run python <TARGET_PYTHON_FILE>

. invoke lint to make sure that code formatting is according to rpaframework repository guidelines.

It is possible and likely that Github action will fail the if developer has not linted the code changes. Code formatting is based on black and flake8 and those are run with the invoke lint.

. the library documentation can be created in the repository root (so called "meta" package level). The documentation is

built by the docgen tools using the locally installed version of the project, local changes for the main package will be reflected each time you generate the docs, but if you want to see local changes for optional packages, you must utilize invoke install-local --package <package_name> using the appropriate package name (e.g., rpaframework-aws). This will reinstall that package as a local editable version instead of from PyPI. Multiple such packages can be added by repeating the use of the --package option. In order to reset this, use invoke install --reset.

. invoke test (this will run both Python unittests and robotframework tests defined in the packages tests/ directory)

. git commit changes

. git push changes to remote

. create pull request from the branch describing changes included in the description

. update docs/source/releasenotes.rst with changes (commit and push)

Packaging and publishing are done after changes have been merged into master branch. All the following steps should be done within master branch.

. git pull latest changes into master branch

. in the package directory containing changes execute invoke lint and invoke test

. update pyproject.toml with new version according to semantic versioning

. update docs/source/releasenotes.rst with changes

. in the repository root (so called "meta" package level) run command poetry update

. git commit changed poetry.lock files (on meta and target package level), releasenotes.rst

and pyproject.toml with message "PACKAGE. version x.y.z"

. git push

. invoke publish after Github action on master branch is all green

Some recommended tools for development

.. _poetry: https://python-poetry.org .. _invoke: https://www.pyinvoke.org .. _Visual Studio Code: https://code.visualstudio.com .. _GitHub Desktop: https://desktop.github.com .. _Robocorp Code: https://marketplace.visualstudio.com/items?itemName=robocorp.robocorp-code .. _Robot Framework Language Server: https://marketplace.visualstudio.com/items?itemName=robocorp.robotframework-lsp .. _GitLens: https://marketplace.visualstudio.com/items?itemName=eamodio.gitlens .. _Python extension: https://marketplace.visualstudio.com/items?itemName=ms-python.python .. _black: https://pypi.org/project/black/ .. _flake8: https://pypi.org/project/flake8/ .. _venv: https://docs.python.org/3/library/venv.html

License

This project is open-source and licensed under the terms of the Apache License 2.0 <http://apache.org/licenses/LICENSE-2.0>_.