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Files that changed from the base of the PR and between 33721b46d2d9865226d2e38789eb9cf312346d63 and bee1f98a997005ff2d7c79e575f2cc6ffe65fc0f.
Walkthrough
The updates enhance the Deepgram live client by adding auto-flush functionality and improving event handling and keep-alive mechanisms. Key changes include new methods for message inspection and flushing, updated thread management, and new configuration options. Additionally, new test scripts demonstrate the usage of these features with real-time transcription examples.
Changes
| File(s) | Change Summary |
|---|---|
deepgram/clients/live/v1/async_client.py |
Added auto-flush functionality, new constants, and methods for handling messages and keep-alive signals. Updated thread management and logging. |
deepgram/clients/live/v1/client.py |
Enhanced event handling, introduced auto-flush and keep-alive features, added new constants, methods, and updated thread management. |
deepgram/options.py |
Added new attributes and methods for configuration options, including logging, auto-flush, and keep-alive settings. |
tests/edge_cases/auto_flush/async_microphone_mute/README.md |
Provided setup instructions and prerequisites for using the Deepgram API with real-time transcription. |
tests/edge_cases/auto_flush/async_microphone_mute/main.py |
Implemented a script for real-time transcription using a microphone, with event handling for various speech-related events. |
tests/edge_cases/auto_flush/microphone_mute/README.md |
Provided setup instructions and prerequisites for using the Deepgram API with real-time transcription. |
tests/edge_cases/auto_flush/microphone_mute/main.py |
Implemented a script for real-time transcription using a microphone, with event handling for various speech-related events. |
Sequence Diagram(s)
sequenceDiagram
participant User
participant AsyncLiveClient
participant Server
User->>AsyncLiveClient: start()
AsyncLiveClient->>Server: Connect WebSocket
AsyncLiveClient->>AsyncLiveClient: Start _flush_thread
AsyncLiveClient->>AsyncLiveClient: Start _keep_alive_thread
loop Every HALF_SECOND
AsyncLiveClient->>AsyncLiveClient: _flush()
end
loop Every KeepAlive Interval
AsyncLiveClient->>Server: Send KeepAlive message
end
User->>AsyncLiveClient: send(data)
AsyncLiveClient->>Server: Send data
User->>AsyncLiveClient: finish()
AsyncLiveClient->>AsyncLiveClient: Stop _flush_thread
AsyncLiveClient->>AsyncLiveClient: Stop _keep_alive_thread
AsyncLiveClient->>Server: Close WebSocketPoem
In the code where bytes do flow,
A rabbit's touch makes features grow.
With auto-flush and keep-alive,
Transcriptions now feel so alive.
Events handled with care so fine,
Deepgram's service, oh so divine.
🐇✨
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Proposed changes
This finished off the implementation of the Finalize functionality. Issue: https://github.com/deepgram/deepgram-python-sdk/issues/351
By implementing the Python version of the auto flush found in the Go SDK here: https://github.com/deepgram/deepgram-go-sdk/pull/237
Types of changes
What types of changes does your code introduce to the community Python SDK? Put an
xin the boxes that applyChecklist
Put an
xin the boxes that apply. You can also fill these out after creating the PR. If you're unsure about any of them, don't hesitate to ask. We're here to help! This is simply a reminder of what we are going to look for before merging your code.Further comments
What is interesting to note is the time difference in processing between the Threaded and Async IO Tasks. Async IO Tasks can be on SEVERAL orders of magnitude SLOWER than the Threaded client. It was originally the reason why I wanted to deprecate the Async Client because, for IO-intensive apps, it flat out just doesn't make any sense.
Summary by CodeRabbit
New Features
Bug Fixes
Documentation
Tests