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Fixed: Queued jobs are not considered in deferring logic #7907

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merged 35 commits into from
Jun 5, 2024

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@bsekachev bsekachev commented May 17, 2024

Motivation and context

How has this been tested?

Checklist

  • I submit my changes into the develop branch
  • I have created a changelog fragment
  • I have updated the documentation accordingly
  • I have added tests to cover my changes
  • I have linked related issues (see GitHub docs)
  • I have increased versions of npm packages if it is necessary
    (cvat-canvas,
    cvat-core,
    cvat-data and
    cvat-ui)

License

  • I submit my code changes under the same MIT License that covers the project.
    Feel free to contact the maintainers if that's a concern.

Summary by CodeRabbit

  • Bug Fixes

    • Enhanced job handling to ensure jobs in "started" status are stopped before cancellation.
    • Added a conditional check in the handle_rq_exception function to handle SystemExit exceptions.
  • New Features

    • Improved exception handling for specific scenarios, including SystemExit.
  • Performance Improvements

    • Optimized job execution by managing database connections more efficiently.
  • Chores

    • Removed outdated formatter settings from the project configuration.

@bsekachev bsekachev requested a review from Marishka17 May 17, 2024 10:39
@bsekachev bsekachev requested a review from azhavoro as a code owner May 17, 2024 10:39
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Walkthrough

The recent changes enhance the robustness of job handling and formatting configurations in the CVAT codebase. Key updates include refined job cancellation logic, improved exception handling, and optimized database connection management. Additionally, specific settings for Python code formatting were removed from the project configuration.

Changes

File Path Summary of Changes
.vscode/settings.json Removed isort and black formatter settings for Python.
cvat/apps/engine/views.py Updated _export_annotations to conditionally cancel or stop jobs based on their status.
cvat/apps/events/handlers.py Added conditional handling for SystemExit exceptions in handle_rq_exception.
cvat/rqworker.py Enhanced job execution logic with improved signal handling, job failure processing, and database management.
cvat/apps/engine/backup.py Modified job stopping logic in the export function to conditionally stop or cancel jobs.
cvat/apps/engine/utils.py Updated define_dependent_job to consolidate job keys for user jobs from various registries.

🐇
In the code where jobs do dwell,
Changes made to serve them well.
Signals caught and jobs now stop,
Errors handled, code on top.
Formatting rules have taken flight,
Making way for code so bright.
Cheers to progress, hop along,
In the world of code, we belong.
🐇


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Actionable comments posted: 1

Out of diff range and nitpick comments (3)
cvat/apps/engine/views.py (3)

Line range hint 44-44: Remove unused import to clean up the code.

- import cvat.apps.dataset_manager.views  # pylint: disable=unused-import

Line range hint 1967-1967: This f-string does not contain placeholders, which might be an oversight. Please verify if dynamic data was intended to be included.


Line range hint 2714-2714: This f-string does not contain placeholders, which might be an oversight. Please verify if dynamic data was intended to be included.

Review Details

Configuration used: CodeRabbit UI
Review profile: CHILL

Commits Files that changed from the base of the PR and between f7b47fe and bc920a8.
Files selected for processing (4)
  • .vscode/settings.json (1 hunks)
  • cvat/apps/engine/views.py (1 hunks)
  • cvat/apps/events/handlers.py (1 hunks)
  • cvat/rqworker.py (3 hunks)
Files skipped from review due to trivial changes (1)
  • .vscode/settings.json
Additional Context Used
Ruff (4)
cvat/apps/engine/views.py (4)

44-44: cvat.apps.dataset_manager.views imported but unused


1967-1967: f-string without any placeholders


2714-2714: f-string without any placeholders


2976-2976: Undefined name send_stop_job_command

Additional comments not posted (5)
cvat/rqworker.py (4)

7-7: Import of signal module is appropriate for handling termination signals.


46-46: Closing all database connections before job execution is a good practice to prevent operational errors.


49-52: Changing the termination signal to SIGTERM is a thoughtful approach for graceful debugging. Ensure this change aligns with other parts of the application.

Verification successful

The handling of SIGTERM in cvat/rqworker.py and cvat/apps/events/handlers.py is consistent. The kill_horse method sends SIGTERM for graceful termination, and handle_rq_exception avoids logging intentional SIGTERM exits.

  • cvat/rqworker.py: Uses SIGTERM for graceful termination in debug mode.
  • cvat/apps/events/handlers.py: Avoids logging intentional SIGTERM exits.
Scripts Executed

The following scripts were executed for the analysis:


Script:

#!/bin/bash
# Description: Verify that SIGTERM handling is consistent across the application.

# Test: Search for SIGTERM handling in Python files. Expect: Consistent handling logic.
rg --type python 'SIGTERM'

Length of output: 57



Script:

#!/bin/bash
# Description: Verify that SIGTERM handling is consistent across the application.

# Test: Search for SIGTERM handling in Python files. Expect: Consistent handling logic.
rg --type py 'SIGTERM'

Length of output: 398



Script:

#!/bin/bash
# Description: Extract relevant code for SIGTERM handling in cvat/apps/events/handlers.py

# Test: Display lines around the SIGTERM handling comment to understand the context.
rg --context 5 'SIGTERM' cvat/apps/events/handlers.py

Length of output: 462


56-56: Introduction of RemoteDebugWorker class enhances support for remote debugging with VS Code.

cvat/apps/events/handlers.py (1)

524-527: Handling SystemExit to avoid logging intentional job terminations is a prudent enhancement for cleaner logs.

cvat/apps/engine/views.py Outdated Show resolved Hide resolved
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Actionable comments posted: 0

Review Details

Configuration used: CodeRabbit UI
Review profile: CHILL

Commits Files that changed from the base of the PR and between bc920a8 and 7d095f4.
Files selected for processing (1)
  • cvat/rqworker.py (2 hunks)
Files skipped from review as they are similar to previous changes (1)
  • cvat/rqworker.py

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codecov-commenter commented May 17, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 83.51%. Comparing base (f531cbb) to head (959d340).
Report is 1 commits behind head on develop.

Additional details and impacted files
@@             Coverage Diff             @@
##           develop    #7907      +/-   ##
===========================================
+ Coverage    83.47%   83.51%   +0.04%     
===========================================
  Files          384      384              
  Lines        40320    40325       +5     
  Branches      3772     3772              
===========================================
+ Hits         33656    33679      +23     
+ Misses        6664     6646      -18     
Components Coverage Δ
cvat-ui 79.30% <ø> (+0.08%) ⬆️
cvat-server 87.35% <100.00%> (+<0.01%) ⬆️

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Actionable comments posted: 0

Review Details

Configuration used: CodeRabbit UI
Review profile: CHILL

Commits Files that changed from the base of the PR and between 7d095f4 and e7fc367.
Files selected for processing (2)
  • cvat/apps/engine/views.py (2 hunks)
  • cvat/rqworker.py (2 hunks)
Files skipped from review as they are similar to previous changes (1)
  • cvat/rqworker.py
Additional Context Used
Ruff (3)
cvat/apps/engine/views.py (3)

45-45: cvat.apps.dataset_manager.views imported but unused


1968-1968: f-string without any placeholders


2715-2715: f-string without any placeholders

Additional comments not posted (2)
cvat/apps/engine/views.py (2)

19-19: Ensure the new import send_stop_job_command is utilized correctly.

Verification successful

Verification of send_stop_job_command Usage

The send_stop_job_command function is correctly imported and utilized in the codebase.

  • Import Statement: cvat/apps/engine/views.py:from rq.command import send_stop_job_command
  • Usage: cvat/apps/engine/views.py: send_stop_job_command(rq_job.connection, rq_job.id)

The function is used appropriately in the file where it is imported.

Scripts Executed

The following scripts were executed for the analysis:


Script:

#!/bin/bash
# Description: Verify the usage of `send_stop_job_command` function.

# Test: Search for the function usage. Expect: Only occurances of the new signature.
rg --type python $'send_stop_job_command'

Length of output: 71



Script:

#!/bin/bash
# Description: Verify the usage of `send_stop_job_command` function.

# Test: Search for the function usage. Expect: Only occurrences of the new signature.
rg --type py 'send_stop_job_command'

Length of output: 201


2969-2984: The logic to handle job cancellation or stopping seems to be correctly implemented. However, ensure that the send_stop_job_command function is defined and imported correctly as it is newly introduced.

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Actionable comments posted: 1

Review Details

Configuration used: CodeRabbit UI
Review profile: CHILL

Commits Files that changed from the base of the PR and between e7fc367 and e272452.
Files selected for processing (1)
  • cvat/rqworker.py (2 hunks)
Additional comments not posted (3)
cvat/rqworker.py (3)

7-7: Added import for signal module.

This is necessary for the new signal handling logic introduced in this file.


50-54: Introduced kill_horse method to send SIGTERM instead of SIGKILL.

This change allows for a more graceful termination of processes, especially useful in debug mode where SIGKILL cannot be intercepted. This aligns with the PR's goal to manage process termination more effectively.


68-73: Enhanced handle_exception to ignore logging for intentionally stopped jobs.

This change prevents unnecessary logging for jobs that are intentionally stopped, which can help in reducing noise in the logs and focusing on actual errors.

cvat/rqworker.py Outdated
Comment on lines 56 to 67
def handle_job_failure(self, *args, **kwargs):
# export job with the same ID was re-queued in the main process
# we do not need to handle failure
is_stopped_export_job = kwargs['queue'].name == 'export' and kwargs['exc_string'].strip().split('\n')[-1] == 'rq.worker.StopRequested'
signal.signal(signal.SIGTERM, self.request_stop)
if not is_stopped_export_job:
super().handle_job_failure(*args, **kwargs)

# after the first warm stop (StopRequested), default code reassignes SIGTERM signal to cold stop (SysExit)
# we still want use warm stops in debug process
signal.signal(signal.SIGTERM, self.request_stop)

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Modified handle_job_failure to handle specific cases for export jobs.

The logic to check if the job is an export job and whether it was stopped due to a StopRequested exception is crucial. However, the implementation could be simplified and made more robust by encapsulating this logic into a separate method. This would improve readability and maintainability.

- is_stopped_export_job = kwargs['queue'].name == 'export' and kwargs['exc_string'].strip().split('\n')[-1] == 'rq.worker.StopRequested'
+ is_stopped_export_job = self.is_stopped_export_job(kwargs)

def is_stopped_export_job(self, kwargs):
    return kwargs['queue'].name == 'export' and kwargs['exc_string'].strip().split('\n')[-1] == 'rq.worker.StopRequested'

Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation.

Suggested change
def handle_job_failure(self, *args, **kwargs):
# export job with the same ID was re-queued in the main process
# we do not need to handle failure
is_stopped_export_job = kwargs['queue'].name == 'export' and kwargs['exc_string'].strip().split('\n')[-1] == 'rq.worker.StopRequested'
signal.signal(signal.SIGTERM, self.request_stop)
if not is_stopped_export_job:
super().handle_job_failure(*args, **kwargs)
# after the first warm stop (StopRequested), default code reassignes SIGTERM signal to cold stop (SysExit)
# we still want use warm stops in debug process
signal.signal(signal.SIGTERM, self.request_stop)
def handle_job_failure(self, *args, **kwargs):
# export job with the same ID was re-queued in the main process
# we do not need to handle failure
is_stopped_export_job = self.is_stopped_export_job(kwargs)
signal.signal(signal.SIGTERM, self.request_stop)
if not is_stopped_export_job:
super().handle_job_failure(*args, **kwargs)
# after the first warm stop (StopRequested), default code reassignes SIGTERM signal to cold stop (SysExit)
# we still want use warm stops in debug process
signal.signal(signal.SIGTERM, self.request_stop)
def is_stopped_export_job(self, kwargs):
return kwargs['queue'].name == 'export' and kwargs['exc_string'].strip().split('\n')[-1] == 'rq.worker.StopRequested'

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Actionable comments posted: 0

Review Details

Configuration used: CodeRabbit UI
Review profile: CHILL

Commits Files that changed from the base of the PR and between e272452 and 79d2c87.
Files selected for processing (1)
  • cvat/rqworker.py (3 hunks)
Additional comments not posted (5)
cvat/rqworker.py (5)

13-18: The override of the default signal handling to always use cold shutdown is clear and aligns with the PR's objectives.


19-26: The handling of job failures with consideration for intentionally stopped jobs is well-implemented.


66-69: Modifying the signal to SIGTERM in debug mode is a thoughtful change that facilitates better debugging.


71-80: The exception handling logic to differentiate between intentional process termination and actual exceptions is well-crafted.


81-81: Enabling a special worker for remote debugging conditionally is a prudent approach that isolates debugging features from production.

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Actionable comments posted: 2

Out of diff range and nitpick comments (1)
cvat/rqworker.py (1)

77-77: Ensure that debugging and coverage features are well-documented.

Review Details

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Review profile: CHILL

Commits Files that changed from the base of the PR and between 79d2c87 and d1cb317.
Files selected for processing (1)
  • cvat/rqworker.py (3 hunks)
Additional comments not posted (2)
cvat/rqworker.py (2)

62-65: LGTM! Good use of SIGTERM for graceful termination in debug mode.


40-40: Ensure database connections are properly managed to prevent operational errors.

cvat/rqworker.py Outdated
Comment on lines 14 to 22
def handle_job_failure(self, job, queue, **kwargs):
# pylint: disable=access-member-before-definition
if self._stopped_job_id == job.id:
self._stopped_job_id = None
self.set_current_job_id(None)
else:
# the job was stopped intentionally, we do not need update its status or put it into failed registry
# in our case the job is immediately removed after stop request
super().handle_job_failure(job, queue, **kwargs)
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Ensure clarity by adding a comment explaining the check for _stopped_job_id.

+        # Check if the job was stopped intentionally and handle accordingly

Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation.

Suggested change
def handle_job_failure(self, job, queue, **kwargs):
# pylint: disable=access-member-before-definition
if self._stopped_job_id == job.id:
self._stopped_job_id = None
self.set_current_job_id(None)
else:
# the job was stopped intentionally, we do not need update its status or put it into failed registry
# in our case the job is immediately removed after stop request
super().handle_job_failure(job, queue, **kwargs)
def handle_job_failure(self, job, queue, **kwargs):
# pylint: disable=access-member-before-definition
# Check if the job was stopped intentionally and handle accordingly
if self._stopped_job_id == job.id:
self._stopped_job_id = None
self.set_current_job_id(None)
else:
# the job was stopped intentionally, we do not need update its status or put it into failed registry
# in our case the job is immediately removed after stop request
super().handle_job_failure(job, queue, **kwargs)

cvat/rqworker.py Outdated
Comment on lines 67 to 76
def handle_exception(self, *args, **kwargs):
# on production it sends SIGKILL to work horse process
# but for development we overrided it and it sends SIGTERM to the process
# we need to prevent exception handling as the process killed intentilnally

# moreover default code saves meta with exception
# and rewrites request datetime in meta with old value, as new job with the same ID may aldeady been created in a new process
is_stopped_export_job = isinstance(args[2], (StopRequested, SystemExit))
if not is_stopped_export_job:
super().handle_exception(*args, **kwargs)
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Clarify the exception handling logic with a detailed comment.

+        # Check if the exception is due to a stop request or system exit and handle accordingly

Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation.

Suggested change
def handle_exception(self, *args, **kwargs):
# on production it sends SIGKILL to work horse process
# but for development we overrided it and it sends SIGTERM to the process
# we need to prevent exception handling as the process killed intentilnally
# moreover default code saves meta with exception
# and rewrites request datetime in meta with old value, as new job with the same ID may aldeady been created in a new process
is_stopped_export_job = isinstance(args[2], (StopRequested, SystemExit))
if not is_stopped_export_job:
super().handle_exception(*args, **kwargs)
def handle_exception(self, *args, **kwargs):
# on production it sends SIGKILL to work horse process
# but for development we overrided it and it sends SIGTERM to the process
# we need to prevent exception handling as the process killed intentilnally
# moreover default code saves meta with exception
# and rewrites request datetime in meta with old value, as new job with the same ID may aldeady been created in a new process
# Check if the exception is due to a stop request or system exit and handle accordingly
is_stopped_export_job = isinstance(args[2], (StopRequested, SystemExit))
if not is_stopped_export_job:
super().handle_exception(*args, **kwargs)

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Actionable comments posted: 1

Review Details

Configuration used: CodeRabbit UI
Review profile: CHILL

Commits Files that changed from the base of the PR and between d1cb317 and 29bbb44.
Files selected for processing (1)
  • cvat/rqworker.py (3 hunks)
Additional comments not posted (3)
cvat/rqworker.py (3)

14-22: The changes in handle_job_failure align well with the PR's objective to manage resources more efficiently by handling stopped jobs appropriately.


62-66: The modification to send SIGTERM instead of SIGKILL in debug mode is a thoughtful addition for better debugging experience.


81-81: The conditional structures for debugging and coverage are well-implemented and necessary for development and testing environments.

@bsekachev bsekachev changed the title Kill workhorse process when cancelling export job [WIP] Kill workhorse process when cancelling export job May 20, 2024
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Actionable comments posted: 0

Review Details

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Commits Files that changed from the base of the PR and between 29bbb44 and 43bbc97.
Files selected for processing (1)
  • cvat/apps/engine/backup.py (2 hunks)
Additional Context Used
Ruff (3)
cvat/apps/engine/backup.py (3)

92-92: f-string without any placeholders


392-392: Ambiguous variable name: l


797-797: Ambiguous variable name: l

Additional comments not posted (1)
cvat/apps/engine/backup.py (1)

968-973: Ensure proper handling of job cancellation and dependent job enqueuing.

The logic to handle job cancellation based on its status is correctly implemented. It checks if the job is started and sends a stop command, otherwise, it cancels the job and enqueues dependent jobs if configured. This aligns well with the PR's objective to manage resources more efficiently by terminating unnecessary processes.

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Actionable comments posted: 1

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Review profile: CHILL

Commits Files that changed from the base of the PR and between 43bbc97 and 8ed8c49.
Files selected for processing (1)
  • cvat/rq_patching.py (2 hunks)
Additional Context Used
Ruff (1)
cvat/rq_patching.py (1)

17-17: cvat.utils.remote_debugger imported but unused

Additional comments not posted (1)
cvat/rq_patching.py (1)

77-77: Consider using a single timestamp for all jobs in the cleanup process.

- job._exc_info = f"Moved to {rq.registry.FailedJobRegistry.__name__}, {exc_string}, at {datetime.now()}"
+ current_time = datetime.now()
+ job._exc_info = f"Moved to {rq.registry.FailedJobRegistry.__name__}, {exc_string}, at {current_time}"

This change ensures that all jobs processed in a single cleanup cycle share the same timestamp, which can be beneficial for debugging and consistency.

Likely invalid or redundant comment.

cvat/apps/engine/backup.py Outdated Show resolved Hide resolved
cvat/apps/engine/utils.py Outdated Show resolved Hide resolved
cvat/apps/engine/utils.py Outdated Show resolved Hide resolved
cvat/apps/engine/views.py Outdated Show resolved Hide resolved
Comment on lines 43 to 47
"isort.args":["--profile", "black"],
"[python]": {
"editor.defaultFormatter": "ms-python.black-formatter",
"editor.formatOnSave": true
}
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I added these settings previously, but now it looks like they bring more problems than profit

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Actionable comments posted: 1

Outside diff range and nitpick comments (5)
cvat/apps/engine/backup.py (2)

Line range hint 94-94: Remove unnecessary f-string.

- logger.info(f"The {obj_type} '{db_instance.name}' is backuped at '{output_path}' " +
+ logger.info("The {} '{}' is backuped at '{}' ".format(obj_type, db_instance.name, output_path) +

Line range hint 394-394: Clarify ambiguous variable name 'l'.

- for l in labels:
+ for label in labels:
cvat/apps/engine/views.py (3)

Line range hint 47-47: Remove unused import to clean up the code.

- import cvat.apps.dataset_manager.views  # pylint: disable=unused-import

Line range hint 1970-1970: Remove unnecessary f-string notation.

- raise serializers.ValidationError(f"Unexpected location {location} specified for the request")
+ raise serializers.ValidationError("Unexpected location specified for the request")

Line range hint 2717-2717: Remove unnecessary f-string notation.

- raise NotImplementedError(f"Export to {location} location is not implemented yet")
+ raise NotImplementedError("Export to specified location is not implemented yet")
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  • cvat/apps/engine/backup.py (3 hunks)
  • cvat/apps/engine/views.py (4 hunks)
Additional Context Used
Ruff (6)
cvat/apps/engine/backup.py (3)

94-94: f-string without any placeholders


394-394: Ambiguous variable name: l


799-799: Ambiguous variable name: l

cvat/apps/engine/views.py (3)

47-47: cvat.apps.dataset_manager.views imported but unused


1970-1970: f-string without any placeholders


2717-2717: f-string without any placeholders

Additional comments not posted (2)
cvat/apps/engine/backup.py (2)

2-2: Update the copyright year to reflect the current year.

- # Copyright (C) 2022-2024 CVAT.ai Corporation
+ # Copyright (C) 2022-2025 CVAT.ai Corporation

Likely invalid or redundant comment.


973-974: Use contextlib.suppress to handle exceptions more gracefully.

-            with suppress(InvalidJobOperation):
-                send_stop_job_command(rq_job.connection, rq_job.id)
+            with suppress(InvalidJobOperation):
+                send_stop_job_command(rq_job.connection, rq_job.id)

Likely invalid or redundant comment.

Comment on lines 2982 to 2983
with suppress(InvalidJobOperation):
send_stop_job_command(rq_job.connection, rq_job.id)
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Ensure proper handling of send_stop_job_command function.

The function send_stop_job_command is used here, but there is no import statement for it in the provided code. Ensure that this function is defined or imported correctly to avoid runtime errors.

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Really? Check line number 20

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@bsekachev, you are correct. The send_stop_job_command function is indeed imported at line 20 in the file cvat/apps/engine/views.py. My initial comment was incorrect. Thank you for pointing that out.

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Scripts executed

The following scripts were executed for the analysis:


Script:

#!/bin/bash
# Search for the definition or import of 'send_stop_job_command' in the file 'cvat/apps/engine/views.py'
rg "send_stop_job_command" cvat/apps/engine/views.py

Length of output: 165


New Learnings Added
User: bsekachev
PR: cvat-ai/cvat#7907
File: cvat/apps/engine/views.py:2982-2983
Timestamp: 2024-05-22T13:55:59.926Z
Learning: The `send_stop_job_command` function is imported from `rq.command` at line 20 in the file `cvat/apps/engine/views.py`.

Note: Learnings are effective only in the context of specific code segments. To apply general coding guidelines, please configure review instructions.

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Co-authored-by: Maria Khrustaleva <maria@cvat.ai>
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cvat/rqworker.py Outdated
Comment on lines 18 to 27
# This modification ensures that jobs stopped intentionally
# do not get their status updated or placed in the failed registry
# as the main server code must delete them at all
def handle_job_failure(self, job, queue, **kwargs):
# pylint: disable=access-member-before-definition
if self._stopped_job_id == job.id:
self._stopped_job_id = None
self.set_current_job_id(None)
else:
super().handle_job_failure(job, queue, **kwargs)
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I see one problem here - a started rq job can also be stopped from django admin panel and with these changes such a job won't be handled correctly.

@bsekachev bsekachev changed the title Kill workhorse process when cancelling export job Fixed: Queued jobs are not considered in deferring logic Jun 5, 2024
@bsekachev bsekachev requested a review from nmanovic as a code owner June 5, 2024 06:36
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Quality Gate Failed Quality Gate failed

Failed conditions
C Maintainability Rating on New Code (required ≥ A)

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@bsekachev bsekachev merged commit 41476eb into develop Jun 5, 2024
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@cvat-bot cvat-bot bot mentioned this pull request Jun 7, 2024
@bsekachev bsekachev deleted the bs/kill_worker branch June 10, 2024 06:08
fahadb-kt added a commit to fahadb-kt/cvat that referenced this pull request Aug 21, 2024
* Move rego files into their respective apps (#7806)

This is the promised sequel to #7734. After this change, the `iam` app
will no longer contain any code specific to other apps.

To make this work, the `/api/auth/rules` endpoint will now construct the
OPA bundle from a set of paths, which will be populated by
`load_app_permissions`.

Move OPA test files accordingly. Fortunately, `opa test` accepts
multiple directories, so it is trivial to adapt the testing
instructions.

Make the necessary adaptations to `generate_tests.py` to search for test
generators in every app. The original parameters of `generate_tests.py`
don't really make sense when there are multiple `rules` directory, so
remove them.

Instead, add a new `--apps-dir` parameter. This parameter isn't really
needed to test the open source version of CVAT, but I expect it to be
useful for testing the Enterprise version.

In addition, add some safety checks to `generate_tests.py`:

* Make sure that we find at least one test generator.

* Propagate exceptions from `call_generator` into the main thread.


### How has this been tested?
I tested the updated commands from the documentation manually, and
examined the rules bundle returned by `/api/auth/rules` to ensure that
it still contains all the `.rego` files.

* Fixed incorrect Cloud Storage request by ID (#7823)

* Opening update CS page sends infinite requests when CS id does not exist (#7828)

=

* Fixed duration of 'change:frame' event (#7817)

* Save video if test failed (#7807)

* Modernize Rego syntax (#7824)

Open Policy Agent v0.59 introduced a new directive (`import rego.v1`)
that ensures that the file is compatible with OPA v1 (to be released in
the future).

Add this directive to all Rego files and update the syntax accordingly.
Which involves the following:

* Rewrite all rules to use the `if` keyword, which is now mandatory.

* Where appropriate, use the `in` keyword, which is now available
without a future import. It's not mandatory, but it looks much nicer.

In addition, update Regal to the latest version, which now enforces the
use of `import rego.v1` by default.

* Optimized analytics requests to ClickHouse (#7804)

* Update the Nuclio version (#7787)

Old verison of Nuclio has some vulnerabilities and it needs to be
updated. Function dependencies have also been updated.

The `mask_rcnn` function has been removed because `mask_rcnn` using
python 3.6. In new version of Nuclio python3.6 is no longer supported.
Nuclio officially recommends using python3.9. Running `mask_rcnn` on
python3.9 causes errors within the function and package conflicts.

* Fixed: Cannot read properties of undefined (reading 'addClass') (#7834)

* fix[security]: Disable nginx server signature by default (#7814)

* Enhanced uploading files with tus protocol, enabled retries (#7830)

* Fixed exception when copy/paste a skeleton point (#7843)

* Added ability to call analytics report manually (#7805)

* Use CPU PyTorch for testing the SDK (#7825)

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(https://github.com/cvat-ai/cvat/issues).
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### Motivation and context
<!-- Why is this change required? What problem does it solve? If it
fixes an open
issue, please link to the issue here. Describe your changes in detail,
add
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Not only is the GPU version of PyTorch much bigger than the CPU version,
but it also pulls in CUDA, which is enormous. We don't (and can't) use
any GPU features in our tests, so we don't need the GPU version.

Using the CPU version saves ~4GB of disk space, which is a lot, because
the standard GitHub runners only offer 14 GB.

### How has this been tested?
<!-- Please describe in detail how you tested your changes.
Include details of your testing environment, and the tests you ran to
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### Checklist
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- [x] I submit my changes into the `develop` branch
- ~~[ ] I have created a changelog fragment~~ <!-- see top comment in
CHANGELOG.md -->
- ~~[ ] I have updated the documentation accordingly~~
- ~~[ ] I have added tests to cover my changes~~
- ~~[ ] I have linked related issues (see [GitHub docs](

https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword))~~
- ~~[ ] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/cvat-ai/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/cvat-ai/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/cvat-ai/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/cvat-ai/cvat/tree/develop/cvat-ui#versioning))~~

### License

- [x] I submit _my code changes_ under the same [MIT License](
https://github.com/cvat-ai/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.


<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->

## Summary by CodeRabbit

- **Chores**
- Enhanced the installation process by adding an extra index URL for
PyTorch CPU wheels to improve SDK setup reliability.

<!-- end of auto-generated comment: release notes by coderabbit.ai -->

* Update server dependencies (#7845)

* Bump tqdm from 4.60.0 to 4.66.3 in /utils/dicom_converter (#7848)

* Do not allow to remove latest keyframe from UI (#7844)

* Optimized requests to analytics DB, using timestamps, to avoid going trough the whole table (#7833)

* Fix task creation with video file when there are no valid keyframes (#7838)

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### Motivation and context
<!-- Why is this change required? What problem does it solve? If it
fixes an open
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add
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### How has this been tested?
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- [x] I submit my changes into the `develop` branch
- [x] I have created a changelog fragment <!-- see top comment in
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- [ ] I have updated the documentation accordingly
- [ ] I have added tests to cover my changes
- [ ] I have linked related issues (see [GitHub docs](

https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword))
- [ ] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/cvat-ai/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/cvat-ai/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/cvat-ai/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/cvat-ai/cvat/tree/develop/cvat-ui#versioning))

### License

- [x] I submit _my code changes_ under the same [MIT License](
https://github.com/cvat-ai/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.


<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit


- **Bug Fixes**
- Fixed an issue where task creation from videos without valid keyframes
could cause errors.
- **New Features**
	- Enhanced video stream handling to support videos without keyframes.
- Improved manifest management with new checks for empty states and
better index handling.

<!-- end of auto-generated comment: release notes by coderabbit.ai -->

* [GSoC2024] Added feature to show tags corresponding to GT job and manual job in a separate row (#7774)

Fixes #7773 and #7749

Added feature to show tags corresponding to GT job and manual job in a
separate row. Along with the tags of the GT job have a mark of '(GT)' in
them.

### How has this been tested?
When we want to see both manual annotations and GT annotations:
<img width="1217" alt="image loading..."
src="https://github.com/cvat-ai/cvat/assets/72168180/362a1728-24f3-43cb-ac4d-1571ebc5faaf">

When we only want to see the annotations for the manual annotations job:
<img width="1217" alt="image loading..."
src="https://github.com/cvat-ai/cvat/assets/72168180/443fbf56-cd86-404b-bd6d-28351738dddf">



### Checklist
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- [x] I submit my changes into the `develop` branch
- [x] I have created a changelog fragment <!-- see top comment in
CHANGELOG.md -->
~- [ ] I have updated the documentation accordingly~
~- [ ] I have added tests to cover my changes~
- [x] I have linked related issues (see [GitHub docs](

https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword))
~- [ ] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/cvat-ai/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/cvat-ai/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/cvat-ai/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/cvat-ai/cvat/tree/develop/cvat-ui#versioning))~

### License

- [x] I submit _my code changes_ under the same [MIT License](
https://github.com/cvat-ai/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.


<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit

- **New Features**
- Introduced display tags for Ground Truth (GT) and manual jobs in a
separate row, with GT tags marked for easy identification.
- Enhanced tag highlighting in the annotation interface to better
indicate conflicts.

- **Style**
- Implemented new styles for frame tags to improve visual distinction
when highlighted.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->

---------

Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
Co-authored-by: Kirill Lakhov <kirill.9992@gmail.com>
Co-authored-by: Maxim Zhiltsov <zhiltsov.max35@gmail.com>

* Fixed vertical polylines difficult to select (#7860)

* Make `generate_tests.py` work with relative `--apps-dir` values (#7851)

In #7806 I goofed and made the `--apps-dir` option work only with
absolute paths. This patch fixes that.

* Fixed cannot read property 'annotations' of null (#7857)

* [GSoC2024] Added quality reporting for Tag annotations (#7582)

Fixes #7424 

This PR adds quality computations for Tag annotations.

* Avoid fetching a list of shapes/tags from db, optimized fetching tracks (#7852)

<!-- Raise an issue to propose your change
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### Motivation and context
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fixes an open
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### How has this been tested?
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- [x] I submit my changes into the `develop` branch
- [ ] I have created a changelog fragment <!-- see top comment in
CHANGELOG.md -->
- [ ] I have updated the documentation accordingly
- [ ] I have added tests to cover my changes
- [ ] I have linked related issues (see [GitHub docs](

https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword))
- [x] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/cvat-ai/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/cvat-ai/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/cvat-ai/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/cvat-ai/cvat/tree/develop/cvat-ui#versioning))

### License

- [x] I submit _my code changes_ under the same [MIT License](
https://github.com/cvat-ai/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.


<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit


- **Refactor**
- Updated the method for counting objects in analytics reports to
improve accuracy.
- Made internal methods for initializing tags, shapes, and tracks
publicly accessible, enhancing external usability.

- **Bug Fixes**
	- Fixed import paths for better module integration and reliability.

<!-- end of auto-generated comment: release notes by coderabbit.ai -->

* Prevent losing tracked attributes when moving to a project (#7863)

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### Motivation and context
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### How has this been tested?
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- [ ] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/cvat-ai/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/cvat-ai/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/cvat-ai/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/cvat-ai/cvat/tree/develop/cvat-ui#versioning))

### License

- [x] I submit _my code changes_ under the same [MIT License](
https://github.com/cvat-ai/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.


<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit

- **New Features**
- Improved object tracking by adding a new model
`TrackedShapeAttributeVal` for enhanced performance and accuracy.
- Resolved issue of lost tracked attribute values when moving tasks to
projects.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->

* Prepare release v2.13.0

* Update develop after v2.13.0

* Remove tasks by projectId from state after deleting project (#7854)

* helm-chart: prevent Traefik from ignoring the backend ingress rule (#7859)

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### Motivation and context
<!-- Why is this change required? What problem does it solve? If it
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There is a condition that may occur during Kubernetes deployment, where
the frontend service already has an endpoint (i.e. the frontend pod),
but the backend service does not. For example, the backend pod may not
have started yet or the service controller may not have had time to
react to the backend pod.

In this case, when Traefik serves a request with an `/api/...` path, it
will see that it matches the `/api` rule, but since the corresponding
service has no endpoints, it will _skip_ that rule and try other rules.
And since the `/` rule matches everything, it will then route the
request to the frontend.

This is confusing and unhelpful, and more importantly, it makes health
checks return the wrong result. Since the frontend will serve
`index.html` to every request, a request to `/api/server/health/` or
`/api/server/about` will return a 200 code, even though the server isn't
actually up.

Because of this bug, I have observed weird failures in the Helm
workflow, where the "Wait for CVAT to be ready" step completes, but CVAT
is not actually ready. (FYI: The failures I've seen are actually in a
private repo, but the failure condition could occur in this repo too.
It's just more likely in a private repo, because GitHub uses smaller
runners in private repos.)

The fix is simple: use the `allowEmptyServices` Traefik setting, which
disables the rule skipping behavior. With this setting on, Traefik will
return a 503 response for backend URLs until the backend service gains
an endpoint.

### How has this been tested?
<!-- Please describe in detail how you tested your changes.
Include details of your testing environment, and the tests you ran to
see how your change affects other areas of the code, etc. -->
I deployed the Helm chart, then ran a `kubectl delete deployments.apps
cvat-backend-server` to simulate the server being unavailable. Then I
curled the `/api/server/health/` endpoint.

### Checklist
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- [x] I submit my changes into the `develop` branch
- [ ] I have created a changelog fragment <!-- see top comment in
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- ~~[ ] I have updated the documentation accordingly~~
- ~~[ ] I have added tests to cover my changes~~
- ~~[ ] I have linked related issues (see [GitHub docs](

https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword))~~
- ~~[ ] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/cvat-ai/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/cvat-ai/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/cvat-ai/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/cvat-ai/cvat/tree/develop/cvat-ui#versioning))~~

### License

- [x] I submit _my code changes_ under the same [MIT License](
https://github.com/cvat-ai/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.


<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->

## Summary by CodeRabbit

- **Bug Fixes**
- Fixed an issue to prevent incorrect 200 OK responses from API
endpoints before backend readiness.

- **New Features**
- Updated Helm chart to support configurations that allow empty services
in the Kubernetes Ingress provider.

- **Documentation**
- Updated version in Helm chart documentation from `0.12.0` to `0.12.1`.

<!-- end of auto-generated comment: release notes by coderabbit.ai -->

* Fixed calculation of metrics for analytics reports (#7144)

* Check UI does not crash if to activate an object while frame fetching (#7873)

* Fix creating chunks with original quality from png images (#7899)

* Update helm (#7894)

Added ability to specify ServiceAccount for backend pods
Removed passing of DJANGO_MODWSGI_EXTRA_ARGS env variable to server pod
Do not set database host and port env variables if they are empty

* fixed server for duplicate attribute names (#7890)

* Fixed object count in analytics for skeletons and tracks (#7883)

<!-- Raise an issue to propose your change
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<!-- Provide a general summary of your changes in the Title above -->

### Motivation and context
<!-- Why is this change required? What problem does it solve? If it
fixes an open
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### How has this been tested?
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- [ ] I have linked related issues (see [GitHub docs](

https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword))
- [ ] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/cvat-ai/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/cvat-ai/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/cvat-ai/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/cvat-ai/cvat/tree/develop/cvat-ui#versioning))

### License

- [x] I submit _my code changes_ under the same [MIT License](
https://github.com/cvat-ai/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.


<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->

## Summary by CodeRabbit

- **Bug Fixes**
- Corrected an issue where analytics reported an incorrect count of
objects for skeleton tracks/shapes.
- Fixed a bug where the analytic report consistently showed one less
object for tracks than the actual count.

- **Improvements**
- Enhanced filtering logic for shapes and tracks in analytics, improving
the accuracy of annotation speed metrics.

<!-- end of auto-generated comment: release notes by coderabbit.ai -->

* Fix CI-nightly tests and refactoring cypress config (#7908)

* Fixed analytics report: working time rounding to minimal 1 hour is not applied to annotation speed anymore (#7898)

<!-- Raise an issue to propose your change
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<!-- Provide a general summary of your changes in the Title above -->

### Motivation and context
Depends on #https://github.com/cvat-ai/cvat/pull/7883

### How has this been tested?
<!-- Please describe in detail how you tested your changes.
Include details of your testing environment, and the tests you ran to
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- [ ] I have linked related issues (see [GitHub docs](

https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword))
- [ ] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/cvat-ai/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/cvat-ai/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/cvat-ai/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/cvat-ai/cvat/tree/develop/cvat-ui#versioning))

### License

- [x] I submit _my code changes_ under the same [MIT License](
https://github.com/cvat-ai/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.


<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit

- **Bug Fixes**
- Corrected an issue where analytic reports showed an incorrect count of
objects for skeleton tracks and shapes.

- **Improvements**
- Renamed metrics related to annotation speed from total to average for
jobs, tasks, and projects.
- Updated descriptions for annotation speed metrics to specify the
number of objects per hour.
  - Removed unnecessary clamping function for working time statistics.

These changes enhance the accuracy and clarity of analytic reports,
providing more meaningful insights into annotation speeds and object
counts.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->

---------

Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>

* Fixed exception: Cannot read properties of undefined (reading 'onBloc… (#7913)

* Fixed one way to create an empty mask (#7915)

* check creating task with video without valid keyframes

* fix before commands

* remove extra check

* Fixed updating job/task status after changing job state (#7901)

* Array.toReversed replaced by Array.reduceRight because of better comp… (#7916)

* [GSoC2024] Added additional security headers (#7752)

Added security headers for Referrer-Policy, X-Content-Type-Options.

Referring to Issue https://github.com/cvat-ai/cvat/issues/7398, Added
additional security headers. Added to address the deduction in security
score rating third party scanners.

- Referrer-Policy "strict-origin-when-cross-origin";: Limit the referrer
information sent when a user navigates away from the website

- X-Content-Type-Options "nosniff";: Prevent browsers from attempting to
MIME-sniff the content type of a response to reduce risk of XSS and
Content Injection

Co-authored-by: Roman Donchenko <rdonchen@outlook.com>

* Fixed skeleton selection algorithm (#7921)

* add rest api test

* remove extra video file

* remove unused task

* fix video file path

* Ignore ground truth jobs when compute analytics report for a task/project (#7919)

<!-- Raise an issue to propose your change
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-->

<!-- Provide a general summary of your changes in the Title above -->

### Motivation and context
<!-- Why is this change required? What problem does it solve? If it
fixes an open
issue, please link to the issue here. Describe your changes in detail,
add
screenshots. -->

### How has this been tested?
<!-- Please describe in detail how you tested your changes.
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### Checklist
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- [x] I have created a changelog fragment <!-- see top comment in
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- [ ] I have updated the documentation accordingly
- [ ] I have added tests to cover my changes
- [ ] I have linked related issues (see [GitHub docs](

https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword))
- [ ] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/cvat-ai/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/cvat-ai/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/cvat-ai/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/cvat-ai/cvat/tree/develop/cvat-ui#versioning))

### License

- [x] I submit _my code changes_ under the same [MIT License](
https://github.com/cvat-ai/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.

* Prepare release v2.14.0

* Update develop after v2.14.0

* replace test video

* formatted code

* add copy videos folder

* Update cypress version (#7929)

* Upgrade React and Antd till the latest version (#7466)

* Fixed conflicts highlight crash in case of hidden by `zOrder` objects (#7917)

* Fixed couple of not stable Cypress tests (#7937)

* Fix missing serviceName field in kvrocks (issue #7741) (#7924)

Add the serviceName field to the kvrocks StatefulSet as per the
Kubernetes specification. This change ensures that the service name is
correctly associated with the StatefulSet pods, allowing for proper DNS
resolution and service discovery within the cluster.

Fixes #7741 

### Motivation and context
The Helm installation is currently failing as reported in issue #7741 

### How has this been tested?


### Checklist
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- [ ] I have added tests to cover my changes
- [ ] I have linked related issues (see [GitHub docs](

https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword))
- [ ] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/cvat-ai/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/cvat-ai/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/cvat-ai/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/cvat-ai/cvat/tree/develop/cvat-ui#versioning))

### License

- [x] I submit _my code changes_ under the same [MIT License](
https://github.com/cvat-ai/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.


<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit


- **Bug Fixes**
- Resolved the issue of a missing `serviceName` field in `kvrocks`,
ensuring proper configuration and improved stability.

<!-- end of auto-generated comment: release notes by coderabbit.ai -->

* Fix login when email domain contains capital symbols and user was created after invitation to some org (#7906)

<!-- Raise an issue to propose your change
(https://github.com/cvat-ai/cvat/issues).
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<!-- Provide a general summary of your changes in the Title above -->

### Motivation and context
<!-- Why is this change required? What problem does it solve? If it
fixes an open
issue, please link to the issue here. Describe your changes in detail,
add
screenshots. -->

### How has this been tested?
<!-- Please describe in detail how you tested your changes.
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- [ ] I have created a changelog fragment <!-- see top comment in
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- [ ] I have updated the documentation accordingly
- [ ] I have added tests to cover my changes
- [ ] I have linked related issues (see [GitHub docs](

https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword))
- [ ] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/cvat-ai/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/cvat-ai/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/cvat-ai/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/cvat-ai/cvat/tree/develop/cvat-ui#versioning))

### License

- [x] I submit _my code changes_ under the same [MIT License](
https://github.com/cvat-ai/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.


<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->

## Summary by CodeRabbit

- **Bug Fixes**
- Improved email creation process to ensure the use of the normalized
email from the user object, enhancing data consistency and reducing
errors.

<!-- end of auto-generated comment: release notes by coderabbit.ai -->

* Fixed .ant-modal-wrapper kept after closing saving modal (#7948)

* use other method to get path

* Fix dataset downloading (#7864)

<!-- Raise an issue to propose your change
(https://github.com/cvat-ai/cvat/issues).
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Read the [Contribution guide](https://docs.cvat.ai/docs/contributing/).
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<!-- Provide a general summary of your changes in the Title above -->

### Motivation and context
<!-- Why is this change required? What problem does it solve? If it
fixes an open
issue, please link to the issue here. Describe your changes in detail,
add
screenshots. -->

This PR addresses several problems:
- when requesting a dataset download, it's possible to get the 500 error
with the message "The result file does not exist in export cache", which
isn't expected for this request
- when downloading the dataset the same error can be obtained if the
file is requested right before the cache expiration
- there are several
[TOCTOU](https://en.wikipedia.org/wiki/Time-of-check_to_time-of-use)
bugs related to dataset cache file existence checks
- under some conditions, it's possible that the export job is never
started
- the finished RQ jobs were removed automatically on result reporting
(after the client requested the result). This made it hard to debug
problems for admins, as the jobs were often removed already

This PR fixes the problems by the following:
- introduced dataset cache file locking (via redis) during reading,
writing, and removal
- the 500 error is changed to automatic reexporting attempt on export
status request
- the 500 error is changed to 404 when the file is not available for
downloading
- the exported files are now have different names for each instance
update time
- the lifetime of the exported files is now automatically prolonged on
each export request for the file (given the export is still valid)
- the deferred export jobs are now checked to have ghost dependencies.
If so, the requested job is restarted
- added several environment variables for configuration
- <s>finished RQ export jobs are not removed automatically on result
retrieval. Now, they just use the export cache lifetime instead (should
be continued in another PR)</s>

### How has this been tested?
<!-- Please describe in detail how you tested your changes.
Include details of your testing environment, and the tests you ran to
see how your change affects other areas of the code, etc. -->

### Checklist
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- [ ] I have created a changelog fragment <!-- see top comment in
CHANGELOG.md -->
- [ ] I have updated the documentation accordingly
- [ ] I have added tests to cover my changes
- [ ] I have linked related issues (see [GitHub docs](

https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword))
- [ ] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/cvat-ai/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/cvat-ai/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/cvat-ai/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/cvat-ai/cvat/tree/develop/cvat-ui#versioning))

### License

- [ ] I submit _my code changes_ under the same [MIT License](
https://github.com/cvat-ai/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.


<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit

- **New Features**
- Improved reliability of file handling during export and cleanup
processes.
- Introduced new functionality for managing export cache locks and
directories.

- **Bug Fixes**
- Addressed race conditions in concurrent export and cleanup operations.

- **Dependencies**
- Updated multiple packages to their latest versions for enhanced
security and performance:
    - `cryptography` to `42.0.7`
    - `django` to `4.2.13`
    - `django-health-check` to `3.18.2`
    - `freezegun` to `1.5.1`
    - `jinja2` to `3.1.4`
    - `limits` to `3.12.0`
    - `lxml` to `5.2.2`
    - `orjson` to `3.10.3`
    - Added `pottery` version `3.0.0`
    - Updated `tqdm` to `4.66.4`
<!-- end of auto-generated comment: release notes by coderabbit.ai -->

* Fixed working time lost in click:element events (#7942)

* Aborted enabling black linter onsave in vscode (#7956)

* Delete extra comma (#7957)

* Fix a non-deterministic webhook test (#7952)

`test_two_project_webhooks_intersection` is supposed to trigger each
webhook once. However, the first one of these webhooks actually gets
triggered twice, because creating a task causes the project's
`updated_date` to be bumped, which triggers an `update:project` event.

The test still passes a lot of the time (I guess because the second
delivery doesn't appear immediately?), but sometimes it fails. It's very
easy to make it fail consistently, though - just add a `sleep(5)` before
the `get_deliveries` calls.

Fix this by changing the first webhook's second event to something that
will not be triggered.

* Improved `DatasetNotFound` error message (#7923)

The recent changes enhance the dataset import functionality across various dataset formats in the CVAT application by integrating specific importers from the Datumaro library. The updates streamline the detection of datasets, improve error handling, and introduce new tests to ensure robustness against incorrect file structures during import operations.

* Fix automatic `tag` annotation support (#7839)

* Update packages with vulnerability (#7951)

* Cannot set properties of undefined (setting 'serverID') (#7949)

* Fixed some deprecation warnings (#7970)

* Added license information regarding '/serverless' directory (#7967)

* Stabilized the cypress test for fix CI-nightly runs (#7966)

* Squashed `zoom:image` and `send:exception` client events (#7953)

* Fix memory consumption when exporting to azure blob storage (#7960)

Fix memory consumption when exporting to azure blob storage

* Fixed several issues related to creating tasks with cloud data (#7969)

<!-- Raise an issue to propose your change
(https://github.com/cvat-ai/cvat/issues).
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<!-- Provide a general summary of your changes in the Title above -->

### Motivation and context
<!-- Why is this change required? What problem does it solve? If it
fixes an open
issue, please link to the issue here. Describe your changes in detail,
add
screenshots. -->
@coderabbitai summary
### How has this been tested?
<!-- Please describe in detail how you tested your changes.
Include details of your testing environment, and the tests you ran to
see how your change affects other areas of the code, etc. -->

### Checklist
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- [x] I submit my changes into the `develop` branch
- [x] I have created a changelog fragment <!-- see top comment in
CHANGELOG.md -->
- [ ] I have updated the documentation accordingly
- [x] I have added tests to cover my changes (*partially*)
- [ ] I have linked related issues (see [GitHub docs](

https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword))
- [ ] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/cvat-ai/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/cvat-ai/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/cvat-ai/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/cvat-ai/cvat/tree/develop/cvat-ui#versioning))

### License

- [x] I submit _my code changes_ under the same [MIT License](
https://github.com/cvat-ai/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.


<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->

## Summary by CodeRabbit

- **New Features**
  - Improved media download performance with parallel downloading.
  - Enhanced file handling with the new `NamedBytesIO` class.
- Added support for specifying stop frames in task manifest generation.
  - Enhanced `DatasetImagesReader` to handle generator sources.

- **Performance Improvements**
- Optimized image download methods to use threading for faster
processing.

- **Configuration**
- Introduced new settings for maximum threads and files per thread in
cloud data downloading.

These updates enhance the flexibility, performance, and configurability
of media handling and downloading in the application.

<!-- end of auto-generated comment: release notes by coderabbit.ai -->

* Using dedicated event to store working time (#7958)

- Parsing JSON payloads to get `working_time` in general leads to low
performance in Clickhouse requests. This patch will not fix it right
now, but with this patch, after a period of time we may switch to new
quick approach to calculate working time.
- There will not be a lot of `send:working_time` events, we may store
this scope of events for a longer time (e.g. 5 years instead of one by
default).
- Finally storing working time in such events like `click:element` or
`send:exception`, or `debug:info` seems not logical.
- Also, the history showed, that as result in different bugs, these
events may sometime lose information about `job_id`, `task_id`, etc.

Resolved #7884

* Update README.md (#7980)

* Check non-existent cloud storage update page (#7972)

* Annotation interface documentation updated (#7947)

* Bump requests from 2.31.0 to 2.32.2 in /tests/python (#7954)

* Updated icon (#7981)

* Fixed layout on create cloud storage page (#7985)

* Prepare release v2.14.1

* Update develop after v2.14.1

* Fixed: Queued jobs are not considered in deferring logic (#7907)

* Stabilized the cypress test for fix CI-nightly runs 2 (#7971)

* Update datumaro format description (#7992)

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- [ ] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/cvat-ai/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/cvat-ai/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/cvat-ai/cvat/tree/develop/cvat-data#versioning)
and

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### License

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project.
  Feel free to contact the maintainers if that's a concern.


<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->

## Summary by CodeRabbit

- **Documentation**
- Updated the `Datumaro 1.0` format to support `Tags` instead of
`Tracks`.
- Expanded documentation to include support for additional annotation
types like Polylines, Masks, Points, Cuboids, and Tags in both export
and import operations.

<!-- end of auto-generated comment: release notes by coderabbit.ai -->

* Fixed ImageBitmap memory leak (#7995)

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### Motivation and context
Resolved #7909
Resolved #7850

### How has this been tested?
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- [ ] I have linked related issues (see [GitHub docs](

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- [x] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/cvat-ai/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/cvat-ai/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/cvat-ai/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/cvat-ai/cvat/tree/develop/cvat-ui#versioning))

### License

- [x] I submit _my code changes_ under the same [MIT License](
https://github.com/cvat-ai/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.


<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->

## Summary by CodeRabbit

- **Bug Fixes**
- Addressed a significant memory leak issue by ensuring `ImageBitmap`
objects are properly closed after use.
- Updated various components to handle cleanup and termination of
workers and instances correctly, preventing potential resource leaks.

- **Version Updates**
  - Updated `cvat-canvas` to version 2.20.3.
  - Updated `cvat-core` to version 15.0.6.
  - Updated `cvat-data` to version 2.1.0.

<!-- end of auto-generated comment: release notes by coderabbit.ai -->

* Updated documentation (one item was missing in the list of events saving triggers) (#8001)

* Prepare release v2.14.2

* Update develop after v2.14.2

* Rename kvrocks port (#8010)

Fix connection error issue in case of istio usage:
https://istio.io/v1.0/docs/setup/kubernetes/spec-requirements/#:~:text=Named%20ports%3A%20Service%20ports%20must,but%20name%3A%20http2foo%20is%20not.

* Fixed login with token without next parameter (#7999)

* Increased server health check timeout (#7993)

* Fixed: Cannot read properties of null (reading 'draw') (#7997)

* Remove unnecessary fields from the `/api/lambda/functions` response (#8004)

Remove several fields that haven't been used for one reason or another:

* `labels` and `attributes` have been replaced by `labels_v2`. Keeping
them around nearly triples the response length.

* `framework` hasn't been used by the UI since #5635, and IMO was never
useful to begin with. There are no decisions that the UI can take based
on this field, so it's essentially just a freeform text field, and we
already have a freeform text field - `description`. (Which... the UI
doesn't display either. But it could!)

Remove the `framework` field from the function descriptions as well,
since it has no other purpose.

* `state` has, as far I could determine, never been used by the UI. I
could see a field like this potentially being useful (e.g. the UI could
still display a function, but prevent it from being used if it's
unavailable), but since none of that is implemented right now, I see no
reason to have this field in the API.

* Fixed exception: State cannot be updated during editing, need to finish current editing first (#8019)

* Check creating cloud storage without manifest file (#7984)

* Number of Org Members (#8015)

Updated number of members

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### Motivation and context
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- [ ] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/cvat-ai/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/cvat-ai/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/cvat-ai/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/cvat-ai/cvat/tree/develop/cvat-ui#versioning))

### License

- [ ] I submit _my code changes_ under the same [MIT License](
https://github.com/cvat-ai/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.


<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->

## Summary by CodeRabbit

- **Documentation**
  - Updated details for the Solo and Team plans on CVAT.ai:
- Solo Plan: Adjusted the number of members allowed from "up to 3
members" to "up to 2 members".
- Team Plan: Adjusted the number of members required to pay for from "4
seats (3 annotators + 1 organization owner)" to "3 seats (2 annotators +
1 organization owner)".

<!-- end of auto-generated comment: release notes by coderabbit.ai -->

* Merge pull request from GHSA-q684-4jjh-83g6

S3 storages support user-specified endpoint URLs, and Azure storages support
user-specified connection strings (which can contain endpoint URLs), so they
are susceptible to SSRF. Make S3 and Azure requests go through smokescreen
to fix this.

AFAIK, there is no way to configure a custom URL for Google Cloud storages,
so those aren't vulnerable.

Co-authored-by: Nikita Manovich <nikita@cvat.ai>

* Merge pull request from GHSA-jpf9-646h-4px7

* Mitigate a CSRF vulnerability in export and backup-related endpoints

While Django has built-in CSRF protection (which we use), it does not cover
GET requests, and AFAICS, there is no way to force it to do that.
Unfortunately, the many endpoints that initiate dataset exports and backups
do accept GET requests _and_ initiate side effects, making them susceptible.

The proper fix for this issue would be to redesign those endpoints to use
POST requests, but a) that's more complicated, and b) we should still keep
the old endpoints for backwards compatibility.

So apply a less proper fix, which is to disable session authentication for
the affected endpoints. It's a bit complex, because in some cases
(particularly when `action=download`) we _need_ session authentication to
work, because the UI redirects the user to such endpoints.

In addition, modify the handling logic for these endpoints in order to
ensure that when `action=download`, no side effects are triggered.
Previously, `action=download` would still queue an RQ job if none existed.

Even after this, `action=download` will still have two small side effects:

* An existing RQ job will be deleted if its results are out of date.
  I don't think this is a problem, because such a job cannot be used anyway.

* A completed RQ job will be deleted too. This is a problematic design,
  but I don't think an attacker can achieve anything by exploiting this. If
  an attacker maliciously redirects the user to an `action=download` URL,
  then they'll just download the export/backup as usual.

Some tests were making export requests incorrectly, so fix them.

* Add test for the CSRF workaround

* Prepare release v2.14.3

* Update develop after v2.14.3

* Remove `ModelKind.CLASSIFIER` (#8011)

I'd like the "kind" field in the API to identify the function's
"signature", or the types of values it receives as input and produces as
output. Classifiers have the same signature as detectors, so
`classifier` is a redundant value.

Besides improving semantic purity, removing this redundant value
simplifies the UI code.

The only meaningful difference between how the UI handles classifiers,
as compared to detectors, is that it shows the word "classifier" in the
model modal, which can be helpful. But we can achieve the same thing by
examining the function's `return_type` field. This lets us give a
special label to segmentation functions, as well.

"classifier" can't actually be returned by `/api/lambda/functions`, but
it _can_ be returned by the RoboFlow/Hugging Face function API in CVAT
Enterprise. So we'll need a small compatibility shim to transform this
value to "detector" until I fix that API to stop returning it too.

* Change minio host server definition (#8032)

* Stop editing when n key pressed (#7922)

* Allowed editing in single shape annotation mode (#8017)

* Fix server cache cleanup for backups and events (#8040)

In #7864 the cache cleanup function was updated. The function was not
supposed to be called for anything except datasets, but it was called
for backups and events. This PR changes these clients to use their own
functions.

- Fixed `ValueError: Couldn't parse filename components in
'c71eba87-0914-4ccb-b883-a1bf1612fbf8.csv'` errors

* CVAT Architecture documentation update (#8031)

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