A AI container platform.
Project description
Caldron AI platform
version 0.1.13
System Architecture
## How to run hello world demo ##### 1. pip install dg-ai-platform. ##### 2. Login to Caldron AI platform website. ##### 3. You will see a HelloWorld app with PID and public key. ##### 4. Paste following code to a blank python file and change #pid# to your demo PID. ##### 5. run this python file. ```bash from dg_ai_platform.example import HelloWorld from dg_ai_platform.dg_platform import CaldronAIca = CaldronAI(HelloWorld, pid="xxxx", public_key="xxxx") ca.run()
##### 6. Create your task in HelloWorld task page.
##### 7. Your local python process will fetch a task and process it.
##### 8. When the task finished, result will show on the page
## Run your own App
##### 1. Create a app then setup inputs and outputs on website.
##### 2. Create yourself class must be implementing ITaskProcess(see below code).
```bash
from dg_ai_platform.dg_platform import ITaskProcess
class CustomTask(ITaskProcess):
def __init__(self):
super().__init__()
def inference(self, input_list, output_list, options=None):
#your logic
3.You should be let your logic into function inference(self, input_list, output_list, options=None)
- param input_list: all inputs local path in this array. You should be load your all inputs then put it to your model.
- param output_list: all outputs local path in this array. You should be save your outputs to these outputs path.
- param options: This is a json data.
4. Run your app with CustomTask
from your_python_file import CustomTask
from dg_ai_platform.dg_platform import CaldronAI
ca = CaldronAI(CustomTask, pid="xxxx", public_key="xxxx")
ca.run()
5. Create your custom task on website.
6. You will see a result on result page.
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