Introducing Python RPA: Streamline Your Business Operations, Boost Efficiency, and Cut Costs
Written by Doris Ratego

Introducing Python RPA: Streamline Your Business Operations, Boost Efficiency, and Cut Costs

In today's competitive business landscape, small and medium-sized enterprises need efficient and cost-effective solutions to optimize their operations. Streamlining processes, reducing costs, and enhancing overall productivity are key goals for businesses to thrive. To achieve these objectives, the automation of repetitive and rule-based tasks is essential. Fortunately, there is a powerful combination that can help businesses achieve these goals: Python and Robotic Process Automation (RPA).

Python is a widely used and popular high-level programming language known for its simplicity and flexibility. It finds applications in automation, data science, artificial intelligence (AI), and machine learning (ML). On the other hand, RPA involves the use of software robots that mimic human tasks by following predefined sequences of actions and business rules. RPA is particularly useful for automating repetitive, manual, well-documented processes. It operates on the user interface of various applications and adheres to security guidelines.


Benefits of Python RPA

When Python is integrated with RPA, users gain the ability to automate processes and develop robots with enhanced functionality. Python scripts can be customized to accommodate advanced conditions and implement sophisticated business logic. This integration offers numerous benefits for businesses, including:

  • Reduced Cost: By utilizing Python scripts within your RPA solution, you introduce flexibility and adaptability, which can help lower costs. RPA licenses can be expensive, but with Python, you can significantly reduce license costs as Python scripts are license-free. This cost-saving measure allows businesses to allocate their resources more efficiently.
  • Enhanced AI and ML Capabilities: Python is widely recognized as the go-to language for AI and ML. RPA software often includes AI packages for cognitive automation, but integrating AI/ML capabilities into RPA can be costly. By leveraging Python to build AI models, businesses can achieve a seamless RPA + AI/ML experience at a fraction of the cost. Python's extensive libraries and tools make it easier to incorporate intelligence into RPA bots, reducing expenses and complexities associated with additional AI/ML layers.
  • Concurrent Execution of Multiple Bots: Python RPA enables the simultaneous execution of multiple bots, maximizing efficiency and productivity. Businesses can run multiple bots at the same time, ensuring faster completion of tasks and improved overall performance.

What is Python RPA?

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Python RPA is a low-code platform for RPA development that provides an excellent opportunity for Python developers to enter the RPA domain. It offers two key functionalities:

  • Python Orchestrator: This component allows for the management and scheduling of Python scripts alongside RPA robots, providing a unified and streamlined approach to automation.
  • Enhancing Robot Functionality: Python scripts can be seamlessly integrated to enhance the functionality of RPA robots, unlocking advanced capabilities and customization options.

Getting started with Python RPA is easy. You can visit https://pythonrpa.org/ to download the free PythonRPA studio, which provides all the necessary tools for RPA development and implementation. With Python RPA, you can begin automating your business processes without any upfront investment.


Step-by-Step Demo: Invoking Scripts in Python RPA

Follow these steps to learn how to invoke a Python script in Python RPA:

  1. Open the Python RPA studio.

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2. Create a new project and provide a suitable file name and path.

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3. To begin, click on the File menu, then go to Scenario, and select Create Scenario. Let's name this scenario "scriptdemo."

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4. Go to the Projects tab, expand the Scenario menu, and choose "scriptdemo" from the list.

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5. Switch to the Actions tab to add activities to your scenario.

To incorporate Python scripts into your scenario, use the "Run Python Script" activity.

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6. In the Python script parameter, you will need to provide the Python script code. Develop the script using the PythonRPA Studio's field editor.

For this demo, let's use the following script as an example. The script assigns a value to the global variable name. Add it to the Studio field editor:

import json
import os

{{name}} = "John Doe"
__return__ = {{name}}        

Note: Instead of using print() to return the script's output, use __return__ = {{name}} to capture the value.

7. Run the scenario and view the output in the logs.

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8. Add another "Run Python Script" activity to access the output of the first Python script. To do this, use the statement {%PythonScrpitID%} to retrieve the output from the previous Python script.

Incorporate the following code into your second Python script, using the card ID of the previous Python script. Click on the card ID to copy it:

__return__ = {%PreviousPythonScrpitID%} + " is a good person"        

9. Run your file to display the results in the logs.

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By implementing the steps outlined above, businesses can seamlessly invoke and interact with Python scripts within Python RPA, unlocking a world of powerful automation and customization capabilities. The Python RPA studio offers a user-friendly environment that simplifies the integration of Python scripts alongside RPA robots, empowering developers to automate processes with ease.

Python RPA presents a compelling solution for businesses striving to achieve effective process automation. Its ability to combine the simplicity and flexibility of Python with the automation prowess of RPA makes it an ideal choice for organizations looking to streamline their operations.

Tonny Olaru

RAN Access planning and Optimization 2G/3G/LTE | ITIL?|SCRUM|Agile|Robotic Automation

1 年

Good stuff

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