dep-python 1.1.5

Deppy: A Python dependency executor that builds and executes DAGs efficiently, optimizing workflows with concurrency and flexibility. Perfect for managing complex dependent tasks effortlessly.

Deppy

🚀 Deppy is a cutting-edge dependency executor for Python that empowers developers to design, build, and execute DAGs (Directed Acyclic Graphs) efficiently, effectively, and effortlessly.

Deppy is a versatile tool for designing complex workflows, including:

• 📊 ETL Pipelines: Seamlessly extract, transform, and load data across systems.

🌟 Features:

• 🛠️ Graph Building: Create complex workflows with minimal effort.
• ⚡ Optimized Execution: Executes dependencies in the optimal order, leveraging threads and concurrency for maximum performance.
• 🖼️ Graph Visualization: Gain insights into your workflows with intuitive visual representations of your DAGs.
• 🔄 Flexible Workflow Design: Seamlessly supports synchronous, asynchronous, and hybrid workflows.
• 🎯 Advanced Utilities: Packed with tools to streamline and supercharge your development experience.
• 🛡️ Reliable: Comprehensive test coverage ensures stability and reliability.

📦 Installation

Deppy has support for python 3.11 and above.

To install Deppy, simply run:

pip install dep-python

If you want to use the helpers which have external dependencies, you can install them by running:

pip install 'dep-python[<helper>]'

Supported helpers with external dependencies are:

• asyncclient
• dlt

🚀 Quick Start

A quick and easy example to get you started with Deppy:

from deppy import Deppy

def get_list():
    return ["world!", "everyone!", "deppy!"]

def say_hello(to):
    return f"Hello {to}"

deppy = Deppy()

get_list_node = deppy.add_node(func=get_list)
say_hello_node = deppy.add_node(func=say_hello)
deppy.add_edge(get_list_node, say_hello_node, input_name="to", loop=True)

result = deppy.execute()
print(result.query(say_hello_node))  # ['Hello world!', 'Hello everyone!', 'Hello deppy!']

📖 Documentation

For detailed usage and advanced features, dive into our comprehensive documentation.

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📂 Examples

The Examples folder contains practical demonstrations to help you get started quickly. Each example showcases how to use Deppy effectively in real-world scenarios. 🛠️

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⚡ Transform your workflow management with Deppy today!