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--- |
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tags: [gradio-custom-component,gradio-template-Code,logging,subprocess,process] |
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title: gradio_logsview V0.0.1 |
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colorFrom: gray |
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colorTo: purple |
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sdk: docker |
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pinned: false |
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license: apache-2.0 |
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--- |
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# Name: gradio_logsview |
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Description: Visualize logs in your Gradio app |
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## Installation |
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``` |
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pip install https://huggingface.co/spaces/Wauplin/gradio_logsview/resolve/main/gradio_logsview-0.0.5-py3-none-any.whl |
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``` |
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or add this line to your `requirements.txt`: |
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``` |
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gradio_logsview@https://huggingface.co/spaces/Wauplin/gradio_logsview/resolve/main/gradio_logsview-0.0.5-py3-none-any.whl |
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``` |
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## How to run Python code? |
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With `LogsView.run_python`, you can run Python code in a separate process and capture logs in real-time. |
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You can configure which logs to capture (log level and logger name). |
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```py |
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from gradio_logsview import LogsView |
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def fn_python(): |
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# Run `my_function` in a separate process |
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# All logs above `INFO` level will be captured and displayed in real-time. |
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runner = LogsViewRunner() # Initialize the runner |
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yield from runner.run_python(my_function, log_level=logging.INFO, arg1="value1") |
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yield runner.log(f"Runner: {runner}") # Log any message |
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if runner.exit_code != 0: |
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# Handle error |
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... |
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with gr.Blocks() as demo: |
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logs = LogsView() |
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btn = gr.Button("Run Python code") |
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btn.click(fn_python, outputs=logs) |
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``` |
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## How to run a command? |
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With `LogsView.run_command`, you can run a command on the system and capture logs from the process in real-time. |
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```py |
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from gradio_logsview import LogsView |
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def fn_command(): |
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# Run a command and capture all logs from the subprocess |
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runner = LogsViewRunner() # Initialize the runner |
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yield from runner.run_command( |
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cmd=["mergekit-yaml", "config.yaml", "merge", "--copy-", "--cuda", "--low-cpu-memory"] |
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) |
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yield runner.log(f"Runner: {runner}") # Log any message |
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if runner.exit_code != 0: |
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# Handle error |
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... |
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with gr.Blocks() as demo: |
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logs = LogsView() |
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btn = gr.Button("Run command") |
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btn.click(fn_command, outputs=logs) |
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``` |
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## TODO |
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- [ ] display logs with colors (front-end) |
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- [ ] format logs client-side (front-end) |
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- [ ] scrollable logs if more than N lines (front-end) |
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- [ ] format each log only once (front-end) |
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- [x] stop process if `run_command` gets cancelled (back-end) |
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- [x] correctly pass error stacktrace in `run_python` (back-end) |
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- [x] correctly catch print statements in `run_python` (back-end) |
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- [ ] disable interactivity + remove all code editing logic (both?) |
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- [x] how to handle progress bars? (i.e when logs are overwritten in terminal) |
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- [ ] Have 3 tabs in UI for stdout, stderr and logging (front-end + back-end) |
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- [ ] Write logger name in the logs (back-end) |
