Implement Auto Flush #413
Implement Auto Flush #413
Conversation
|
Warning Rate limit exceeded@dvonthenen has exceeded the limit for the number of commits or files that can be reviewed per hour. Please wait 23 minutes and 41 seconds before requesting another review. How to resolve this issue?After the wait time has elapsed, a review can be triggered using the We recommend that you space out your commits to avoid hitting the rate limit. How do rate limits work?CodeRabbit enforces hourly rate limits for each developer per organization. Our paid plans have higher rate limits than the trial, open-source and free plans. In all cases, we re-allow further reviews after a brief timeout. Please see our FAQ for further information. WalkthroughThe 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
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 WebSocket
Poem
Thank you for using CodeRabbit. We offer it for free to the OSS community and would appreciate your support in helping us grow. If you find it useful, would you consider giving us a shout-out on your favorite social media? TipsChatThere are 3 ways to chat with CodeRabbit:
Note: Be mindful of the bot's finite context window. It's strongly recommended to break down tasks such as reading entire modules into smaller chunks. For a focused discussion, use review comments to chat about specific files and their changes, instead of using the PR comments. CodeRabbit Commands (invoked as PR comments)
Additionally, you can add CodeRabbit Configration File (
|
There was a problem hiding this comment.
Actionable comments posted: 13
Outside diff range and nitpick comments (5)
deepgram/options.py (2)
Line range hint
49-73: Refactor to simplify the constructor logic.The constructor of
DeepgramClientOptionsis quite complex. Consider refactoring to separate concerns, such as extracting methods for setting default values and validating inputs.
Line range hint
148-242: Refactor to improve readability and maintainability.The constructor of
ClientOptionsFromEnvis overly complex and hard to maintain. Consider breaking down into smaller methods for handling environment variables, logging setup, and error handling.deepgram/clients/live/v1/client.py (3)
Line range hint
33-63: Ensure thread safety and proper initialization of threading attributes.The threading attributes
_listen_thread,_keep_alive_thread, and_flush_threadare declared but not always properly initialized before use. Consider initializing these in the constructor to avoidNoneTypeerrors.
Line range hint
144-182: Refactor to simplify thestartmethod.The
startmethod is complex and handles multiple responsibilities. Consider breaking it down into smaller methods for handling options, headers, and starting threads.
Line range hint
231-655: Improve error handling and logging.The methods
_listening,_keep_alive, and_flushhave complex error handling that could be simplified. Consider using a more structured approach to handle different types of exceptions and ensure that all resources are properly cleaned up.
Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
Files selected for processing (7)
- deepgram/clients/live/v1/async_client.py (15 hunks)
- deepgram/clients/live/v1/client.py (15 hunks)
- deepgram/options.py (9 hunks)
- tests/edge_cases/auto_flush/async_microphone_mute/README.md (1 hunks)
- tests/edge_cases/auto_flush/async_microphone_mute/main.py (1 hunks)
- tests/edge_cases/auto_flush/microphone_mute/README.md (1 hunks)
- tests/edge_cases/auto_flush/microphone_mute/main.py (1 hunks)
Files not reviewed due to errors (1)
- tests/edge_cases/auto_flush/async_microphone_mute/main.py (no review received)
Additional context used
LanguageTool
tests/edge_cases/auto_flush/async_microphone_mute/README.md
[style] ~3-~3: Consider a shorter alternative to avoid wordiness. (IN_ORDER_TO_PREMIUM)
Context: ...is example uses the Microphone as input in order to detect conversation insights in what is...
[grammar] ~7-~7: The operating system from Apple is written “macOS”. (MAC_OS)
Context: ...his example will only work on Linux and MacOS. Windows platforms are not supported. ...
[style] ~21-~21: You have already used this phrasing in nearby sentences. Shortening it will avoid wordiness. (REP_MAKE_USE_OF)
Context: ...ned within the repository. That package makes use of the [PortAudio library](http://www.port...
[uncategorized] ~21-~21: If this is a compound adjective that modifies the following noun, use a hyphen. (EN_COMPOUND_ADJECTIVE_INTERNAL)
Context: ...rtaudio.com/) which is a cross-platform open source audio library. If you are on Linux, you...tests/edge_cases/auto_flush/microphone_mute/README.md
[style] ~3-~3: Consider a shorter alternative to avoid wordiness. (IN_ORDER_TO_PREMIUM)
Context: ...is example uses the Microphone as input in order to detect conversation insights in what is...
[grammar] ~7-~7: The operating system from Apple is written “macOS”. (MAC_OS)
Context: ...his example will only work on Linux and MacOS. Windows platforms are not supported. ...
[style] ~21-~21: You have already used this phrasing in nearby sentences. Shortening it will avoid wordiness. (REP_MAKE_USE_OF)
Context: ...ned within the repository. That package makes use of the [PortAudio library](http://www.port...
[uncategorized] ~21-~21: If this is a compound adjective that modifies the following noun, use a hyphen. (EN_COMPOUND_ADJECTIVE_INTERNAL)
Context: ...rtaudio.com/) which is a cross-platform open source audio library. If you are on Linux, you...
Ruff
tests/edge_cases/auto_flush/microphone_mute/main.py
6-6:
loggingimported but unused (F401)Remove unused import:
logging
8-8:
time.sleepimported but unused (F401)Remove unused import:
time.sleep
39-39: f-string without any placeholders (F541)
Remove extraneous
fprefix
68-68: f-string without any placeholders (F541)
Remove extraneous
fprefix
71-71: f-string without any placeholders (F541)
Remove extraneous
fprefix
79-79: f-string without any placeholders (F541)
Remove extraneous
fprefixtests/edge_cases/auto_flush/async_microphone_mute/main.py
8-8:
loggingimported but unused (F401)Remove unused import:
logging
10-10:
time.sleepimported but unused (F401)Remove unused import:
time.sleep
34-34: Function definition does not bind loop variable
signal(B023)
53-53: f-string without any placeholders (F541)
Remove extraneous
fprefix
82-82: f-string without any placeholders (F541)
Remove extraneous
fprefix
85-85: f-string without any placeholders (F541)
Remove extraneous
fprefix
93-93: f-string without any placeholders (F541)
Remove extraneous
fprefix
Additional comments not posted (11)
deepgram/clients/live/v1/async_client.py (11)
32-32: Introduced a new constantHALF_SECONDfor timing configurations.This constant is used for timing configurations in auto-flush and keep-alive functionalities, ensuring more precise control over timing behaviors.
55-59: Added new instance variables to manage datagrams and threading for auto-flush and keep-alive.These variables (
_last_datagram,_flush_thread,_keep_alive_thread) are crucial for the new functionality, enabling the management of state and threading for auto-flushing and keep-alive operations.
77-79: Initialization of threading variables set toNonein the constructor.Proper initialization of these variables is essential for later conditional checks and operations within the class methods.
85-85: Introduced_flush_eventto manage the auto-flush mechanism.This event object will be used to control the flushing operation, allowing for more fine-grained control over when data should be sent.
164-175: Conditional logic to start keep-alive and auto-flush threads based on configuration.This implementation ensures that threads for keep-alive and auto-flushing are only started if enabled in the configuration, which is a good practice for resource management.
211-211: Enhanced logging for event subscription and callback handling.Adding detailed logging at these steps improves the traceability and debuggability of the event handling process.
Also applies to: 220-220
271-276: Implemented message inspection logic within the message listening loop.This addition is part of the auto-flush feature, where messages are inspected and potentially flushed based on certain conditions. The error handling within this block ensures robustness.
459-459: Usage of thekeep_alivemethod within the keep-alive thread.Regularly calling the
keep_alivemethod in this thread supports the keep-alive functionality by sending necessary signals to maintain the connection.
547-667: Implementation of the_flushmethod to handle auto-flushing based on time intervals.This method is well-implemented with checks for exit conditions and socket availability, and it uses the configuration to determine the flushing interval, aligning with the auto-flush feature's requirements.
728-751: Added akeep_alivemethod to send KeepAlive messages.This method is crucial for the keep-alive functionality, ensuring that the connection remains active by sending periodic signals.
864-879: Added an_inspectmethod to handle message inspection for auto-flushing.This method checks the finality of messages to decide on flushing, which is a key part of the auto-flush logic. The implementation is concise and aligns with the intended functionality.
There was a problem hiding this comment.
Actionable comments posted: 11
Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
Files selected for processing (5)
- deepgram/clients/live/v1/async_client.py (15 hunks)
- deepgram/clients/live/v1/client.py (15 hunks)
- deepgram/options.py (10 hunks)
- tests/edge_cases/auto_flush/async_microphone_mute/main.py (1 hunks)
- tests/edge_cases/auto_flush/microphone_mute/main.py (1 hunks)
Files skipped from review as they are similar to previous changes (1)
- deepgram/clients/live/v1/async_client.py
Additional context used
Ruff
tests/edge_cases/auto_flush/microphone_mute/main.py
6-6:
loggingimported but unused (F401)Remove unused import:
logging
8-8:
time.sleepimported but unused (F401)Remove unused import:
time.sleep
39-39: f-string without any placeholders (F541)
Remove extraneous
fprefix
68-68: f-string without any placeholders (F541)
Remove extraneous
fprefix
71-71: f-string without any placeholders (F541)
Remove extraneous
fprefix
79-79: f-string without any placeholders (F541)
Remove extraneous
fprefixtests/edge_cases/auto_flush/async_microphone_mute/main.py
8-8:
loggingimported but unused (F401)Remove unused import:
logging
10-10:
time.sleepimported but unused (F401)Remove unused import:
time.sleep
34-34: Function definition does not bind loop variable
signal(B023)
53-53: f-string without any placeholders (F541)
Remove extraneous
fprefix
82-82: f-string without any placeholders (F541)
Remove extraneous
fprefix
85-85: f-string without any placeholders (F541)
Remove extraneous
fprefix
93-93: f-string without any placeholders (F541)
Remove extraneous
fprefix
Additional comments not posted (14)
deepgram/options.py (1)
104-113: Validate theauto_flush_reply_deltasetting to ensure it is a positive number.+ if not isinstance(auto_flush_delta, numbers.Number) or auto_flush_delta <= 0: + raise ValueError("auto_flush_reply_delta must be a positive number.")Likely invalid or redundant comment.
deepgram/clients/live/v1/client.py (13)
33-33: Added constantHALF_SECONDfor timing control.This constant is used for timing control in various threading operations, ensuring more precise management of intervals.
56-63: Introduced threading locks and threads for new functionalities.These additions are crucial for managing concurrent access to shared resources and for handling asynchronous operations effectively.
82-92: Initialization of threading-related attributes.Proper initialization of threads and locks is essential for the robust handling of asynchronous operations.
Line range hint
144-182: Enhanced handling of WebSocket connection options and headers.The merging of options and headers is handled cleanly, and the conditional logic for starting threads based on configuration is well-implemented.
168-182: Conditional thread start based on configuration flags.This conditional logic ensures that resources are used efficiently by only starting threads when necessary.
219-227: Optimized event subscription logic.
277-282: Added message inspection and error handling in the transcription event processing.This addition enhances the robustness of the system by allowing for detailed inspection and handling of transcription messages.
Line range hint
444-457: Keep-alive functionality implemented with periodic checks.The implementation of keep-alive functionality using a counter to manage intervals is a good practice for maintaining active connections.
538-654: Implemented auto-flush functionality based on message timing.The auto-flush mechanism based on configurable time intervals is a critical feature for managing real-time data flows efficiently.
718-746: Refinedkeep_alivemethod to handle socket state and send keep-alive messages.The method now properly checks the socket state before attempting to send a message, which prevents errors in disconnected states.
758-769: Finalize method implementation to ensure proper closure of connections.The method handles the socket state and sends a finalize message to properly close the connection, enhancing the reliability of the service.
788-800: Thread management in thefinishmethod to ensure clean shutdown.Proper management of threads during the shutdown process is crucial for preventing resource leaks and ensuring that the application exits cleanly.
851-867: Implemented message inspection logic to reset or update the last datagram timestamp based on message finality.This logic is essential for the auto-flush mechanism, ensuring that messages are processed timely based on their content and state.
Proposed changes
This finished off the implementation of the Finalize functionality. Issue: #351
By implementing the Python version of the auto flush found in the Go SDK here:
deepgram/deepgram-go-sdk#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