| Name | networkkit JSON |
| Version |
0.0.1
JSON |
| download |
| home_page | None |
| Summary | A simple communication framework for agents using pubsub and http |
| upload_time | 2024-08-10 23:15:45 |
| maintainer | None |
| docs_url | None |
| author | None |
| requires_python | >=3.8 |
| license | Apache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 1. Definitions. "License" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document. "Licensor" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License. "Legal Entity" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity. "You" (or "Your") shall mean an individual or Legal Entity exercising permissions granted by this License. "Source" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files. "Object" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types. "Work" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below). "Derivative Works" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof. "Contribution" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. 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Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form. 3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed. 4. Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions: (a) You must give any other recipients of the Work or Derivative Works a copy of this License; and (b) You must cause any modified files to carry prominent notices stating that You changed the files; and (c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and (d) If the Work includes a "NOTICE" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. 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You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License. 8. Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages. 9. Accepting Warranty or Additional Liability. 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| keywords |
communication
framework
network agents
pubsub
|
| VCS |
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|
| requirements |
No requirements were recorded.
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# NetworkKit
NetworkKit is a simple yet powerful communication framework designed to streamline the interaction between distributed agents. Originally built for AI agent swarms, NetworkKit leverages both publish/subscribe (pub/sub) and HTTP protocols to enable seamless and scalable message exchange across diverse systems. Whether you are building a network of IoT devices, a microservices architecture, or orchestrating interactions within AI agent swarms, NetworkKit provides the necessary tools and abstractions to ensure reliable and efficient communication.
## Features
- **Message Handling**: Define and manage various message types and content, including support for multiple message categories such as chat, system updates, and sensor data.
- **ZeroMQ Integration**: Efficiently publish and subscribe to messages using ZeroMQ, enabling high-performance asynchronous communication.
- **HTTP Integration**: Send and receive messages via HTTP using FastAPI, providing flexibility for web-based communication.
- **Pydantic Models**: Leverage Pydantic for robust data validation and serialization, ensuring data integrity and ease of use.
- **Asynchronous Communication**: Support for asynchronous message handling, allowing non-blocking operations and improved performance in distributed systems.
- **Extensible Architecture**: Easily extend the framework to support additional protocols or custom message handling logic.
## Installation
To install NetworkKit, use pip to install the package:
```bash
pip install networkkit
```
## Usage
### Message Data Structures
The `messages.py` module defines the message data structures used for communication within the NetworkKit framework.
#### Message
The `Message` class is a Pydantic model representing a message object exchanged through the data bus. It provides a structured way to define and validate the content of messages, ensuring consistency and reliability in communication.
Attributes:
- `source` (str): The source of the message (e.g., agent name, sensor name).
- `to` (str): The intended recipient of the message (e.g., agent name, or 'ALL' for broadcast).
- `content` (str): The actual message content in string format.
- `created_at` (str, optional): The timestamp of when the message was created. If not provided, it will be automatically set to the current time by the databus.
- `message_type` (MessageType): The type of message as defined by the `MessageType` enumeration.
Example:
```python
from networkkit.messages import Message, MessageType
message = Message(
source="Agent1",
to="Agent2",
content="Hello, Agent2!",
message_type=MessageType.CHAT
)
```
#### MessageType
An enumeration class representing the different message types used in NetworkKit:
- `HELO`: Indicates a login request or checking if the agent “to” is available.
- `ACK`: Response to a HELO request, indicating the agent is available.
- `CHAT`: Text message intended for conversation.
- `SYSTEM`: System message coming from the data hub.
- `SENSOR`: Messages for data coming from sensors.
- `ERROR`: Error messages.
- `INFO`: A communication for agents on any non conversational or sensor data.
### Network Module
The `network.py` module provides interfaces and implementations for message sending and receiving.
#### Subscriber Protocol
Defines the interface for subscribers to the bus that can recieve and handle Messages. Subscribers must implement the following methods:
- `handle_message(self, message: Message) -> Any`: Asynchronous method for handling received messages.
- `is_intended_for_me(self, message: Message) -> bool`: Method to determine if a message is intended for this subscriber.
#### MessageSender Protocol
Defines the interface for senders that send messages over the network. Implementations must provide the following method:
- `send_message(self, message: Message) -> Any`: Method to send a message over the network.
#### ZMQMessageReceiver
Class to receive messages using ZeroMQ and distribute them to registered subscribers. Implementors of the Suscriber protocol can register to subscribe to this receiver. It establishes a ZeroMQ subscriber socket, listens for messages, and distributes them to registered subscribers based on their `is_intended_for_me` method.
#### HTTPMessageSender
Class to send messages over HTTP using the `requests` library. It sends messages as JSON payloads to a specified HTTP endpoint.
### Data Bus
The `databus.py` module provides a data bus service for publishing messages using ZeroMQ and a FastAPI interface (HTTP) for receiving messages. Incoming Messages via the HTTP endpoint will be published via the ZeroMQ for subscribers to pick up.
#### Running the Data Bus
1. Execute the script from the console:
```bash
python -m networkkit.databus
```
This will start the FastAPI server and the ZeroMQ publisher.
## Example Code
Here is an example of how to use NetworkKit to send and receive messages:
```python
from networkkit.messages import Message, MessageType
from networkkit.network import ZMQMessageReceiver, HTTPMessageSender
# Example message
message = Message(
source="Agent1",
to="Agent2",
content="Hello, Agent2!",
message_type=MessageType.CHAT
)
# Sending a message over HTTP
sender = HTTPMessageSender(publish_address="http://127.0.0.1:8000")
response = sender.send_message(message)
print(response.status_code)
# Receiving messages with ZMQ
receiver = ZMQMessageReceiver(subscribe_address="tcp://127.0.0.1:5555")
class MySubscriber:
name = "Agent2"
async def handle_message(self, message: Message):
print(f"Received message: {message.content}")
def is_intended_for_me(self, message: Message) -> bool:
return message.to == self.name or message.to == "ALL"
receiver.register_subscriber(MySubscriber())
asyncio.run(receiver.start())
```
## Contributing
Contributions are welcome! Please fork the repository and submit a pull request.
## License
This project is licensed under the terms of the MIT license. See the LICENSE file for details.
## Authors
• Vikram Kumar - vik@japanvik.net
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"description": "# NetworkKit\n\nNetworkKit is a simple yet powerful communication framework designed to streamline the interaction between distributed agents. Originally built for AI agent swarms, NetworkKit leverages both publish/subscribe (pub/sub) and HTTP protocols to enable seamless and scalable message exchange across diverse systems. Whether you are building a network of IoT devices, a microservices architecture, or orchestrating interactions within AI agent swarms, NetworkKit provides the necessary tools and abstractions to ensure reliable and efficient communication.\n\n## Features\n\n- **Message Handling**: Define and manage various message types and content, including support for multiple message categories such as chat, system updates, and sensor data.\n- **ZeroMQ Integration**: Efficiently publish and subscribe to messages using ZeroMQ, enabling high-performance asynchronous communication.\n- **HTTP Integration**: Send and receive messages via HTTP using FastAPI, providing flexibility for web-based communication.\n- **Pydantic Models**: Leverage Pydantic for robust data validation and serialization, ensuring data integrity and ease of use.\n- **Asynchronous Communication**: Support for asynchronous message handling, allowing non-blocking operations and improved performance in distributed systems.\n- **Extensible Architecture**: Easily extend the framework to support additional protocols or custom message handling logic.\n\n## Installation\n\nTo install NetworkKit, use pip to install the package:\n\n```bash\npip install networkkit\n```\n\n## Usage\n\n### Message Data Structures\n\nThe `messages.py` module defines the message data structures used for communication within the NetworkKit framework.\n\n#### Message\n\nThe `Message` class is a Pydantic model representing a message object exchanged through the data bus. It provides a structured way to define and validate the content of messages, ensuring consistency and reliability in communication.\n\nAttributes:\n- `source` (str): The source of the message (e.g., agent name, sensor name).\n- `to` (str): The intended recipient of the message (e.g., agent name, or 'ALL' for broadcast).\n- `content` (str): The actual message content in string format.\n- `created_at` (str, optional): The timestamp of when the message was created. If not provided, it will be automatically set to the current time by the databus.\n- `message_type` (MessageType): The type of message as defined by the `MessageType` enumeration.\n\nExample:\n```python\nfrom networkkit.messages import Message, MessageType\n\nmessage = Message(\n source=\"Agent1\",\n to=\"Agent2\",\n content=\"Hello, Agent2!\",\n message_type=MessageType.CHAT\n)\n```\n\n#### MessageType\n\nAn enumeration class representing the different message types used in NetworkKit:\n\n- `HELO`: Indicates a login request or checking if the agent \u201cto\u201d is available.\n- `ACK`: Response to a HELO request, indicating the agent is available.\n- `CHAT`: Text message intended for conversation.\n- `SYSTEM`: System message coming from the data hub.\n- `SENSOR`: Messages for data coming from sensors.\n- `ERROR`: Error messages.\n- `INFO`: A communication for agents on any non conversational or sensor data.\n\n### Network Module\n\nThe `network.py` module provides interfaces and implementations for message sending and receiving.\n\n#### Subscriber Protocol\n\nDefines the interface for subscribers to the bus that can recieve and handle Messages. Subscribers must implement the following methods:\n\n- `handle_message(self, message: Message) -> Any`: Asynchronous method for handling received messages.\n- `is_intended_for_me(self, message: Message) -> bool`: Method to determine if a message is intended for this subscriber.\n\n#### MessageSender Protocol\n\nDefines the interface for senders that send messages over the network. Implementations must provide the following method:\n\n- `send_message(self, message: Message) -> Any`: Method to send a message over the network.\n\n#### ZMQMessageReceiver\n\nClass to receive messages using ZeroMQ and distribute them to registered subscribers. Implementors of the Suscriber protocol can register to subscribe to this receiver. It establishes a ZeroMQ subscriber socket, listens for messages, and distributes them to registered subscribers based on their `is_intended_for_me` method.\n\n#### HTTPMessageSender\n\nClass to send messages over HTTP using the `requests` library. It sends messages as JSON payloads to a specified HTTP endpoint.\n\n### Data Bus\n\nThe `databus.py` module provides a data bus service for publishing messages using ZeroMQ and a FastAPI interface (HTTP) for receiving messages. Incoming Messages via the HTTP endpoint will be published via the ZeroMQ for subscribers to pick up.\n\n#### Running the Data Bus\n\n1. Execute the script from the console:\n\n```bash\npython -m networkkit.databus\n```\n\nThis will start the FastAPI server and the ZeroMQ publisher.\n\n\n## Example Code\n\nHere is an example of how to use NetworkKit to send and receive messages:\n```python\nfrom networkkit.messages import Message, MessageType\nfrom networkkit.network import ZMQMessageReceiver, HTTPMessageSender\n\n# Example message\nmessage = Message(\n source=\"Agent1\",\n to=\"Agent2\",\n content=\"Hello, Agent2!\",\n message_type=MessageType.CHAT\n)\n\n# Sending a message over HTTP\nsender = HTTPMessageSender(publish_address=\"http://127.0.0.1:8000\")\nresponse = sender.send_message(message)\nprint(response.status_code)\n\n# Receiving messages with ZMQ\nreceiver = ZMQMessageReceiver(subscribe_address=\"tcp://127.0.0.1:5555\")\n\nclass MySubscriber:\n name = \"Agent2\"\n\n async def handle_message(self, message: Message):\n print(f\"Received message: {message.content}\")\n\n def is_intended_for_me(self, message: Message) -> bool:\n return message.to == self.name or message.to == \"ALL\"\n\nreceiver.register_subscriber(MySubscriber())\nasyncio.run(receiver.start())\n```\n\n## Contributing\n\nContributions are welcome! Please fork the repository and submit a pull request.\n\n## License\n\nThis project is licensed under the terms of the MIT license. See the LICENSE file for details.\n\n## Authors\n\t\u2022\tVikram Kumar - vik@japanvik.net\n",
"bugtrack_url": null,
"license": "Apache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 1. Definitions. \"License\" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document. \"Licensor\" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License. \"Legal Entity\" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, \"control\" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity. \"You\" (or \"Your\") shall mean an individual or Legal Entity exercising permissions granted by this License. \"Source\" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files. \"Object\" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types. \"Work\" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below). \"Derivative Works\" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof. \"Contribution\" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, \"submitted\" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as \"Not a Contribution.\" \"Contributor\" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work. 2. Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form. 3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed. 4. Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions: (a) You must give any other recipients of the Work or Derivative Works a copy of this License; and (b) You must cause any modified files to carry prominent notices stating that You changed the files; and (c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and (d) If the Work includes a \"NOTICE\" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License. You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License. 5. Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions. 6. Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file. 7. Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License. 8. Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages. 9. Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability. END OF TERMS AND CONDITIONS APPENDIX: How to apply the Apache License to your work. To apply the Apache License to your work, attach the following boilerplate notice, with the fields enclosed by brackets \"[]\" replaced with your own identifying information. (Don't include the brackets!) The text should be enclosed in the appropriate comment syntax for the file format. We also recommend that a file or class name and description of purpose be included on the same \"printed page\" as the copyright notice for easier identification within third-party archives. Copyright [yyyy] [name of copyright owner] Licensed under the Apache License, Version 2.0 (the \"License\"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.",
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