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Merge remote-tracking branch 'origin/develop' into fix/7761-spectrogram-initial-render
2 parents 820fa79 + 9b06605 commit 0760158

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‎.github/workflows/fm-command.yml‎

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@@ -9,7 +9,7 @@ concurrency:
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jobs:
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sync:
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name: "Update: Update Feature Flags"
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name: "Follow Merge: Sync Upstream PRs"
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if: github.event.client_payload.slash_command.args.unnamed.arg1 == 'sync'
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uses: ./.github/workflows/follow-merge-upstream-repo-sync-v2.yml
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with:

‎.github/workflows/follow-merge-upstream-repo-sync-v2.yml‎

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@@ -145,13 +145,12 @@ jobs:
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upstream_prs_urls: "${{ steps.upstream-prs.outputs.upstream_prs_urls }}"
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- name: Add PR Assignees
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if: steps.upstream-prs.outputs.assignees
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uses: ./.github/actions-hub/actions/github-add-pull-request-assignees
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continue-on-error: true
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with:
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github_token: ${{ secrets.GIT_PAT }}
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pullrequest_number: "${{ steps.get-pr.outputs.number }}"
154-
assignees: "${{ steps.upstream-prs.outputs.assignees }}"
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assignees: "${{ steps.upstream-prs.outputs.assignees }},${{ github.event.client_payload.github.actor }}"
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- name: Add PR state Labels
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if: steps.upstream-prs.outputs.status == 'stale'

‎docs/source/guide/manage_data.md‎

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@@ -42,6 +42,36 @@ When you filter or sort the data before you label it, you modify which tasks and
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<img src="/images/data-manager-filters.png" class="gif-border">
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<div class="opensource-only">
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!!! error Enterprise
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In Label Studio Enterprise, you can use advanced filters against annotation results. For more information, see our [Enterprise documentation](https://docs.humansignal.com/guide/manage_data#Filter-annotation-results).
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</div>
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<div class="enterprise-only">
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### Filter annotation results
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You can also filter on individual annotation results within a task:
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<img src="/images/data-manager-filters-lse.png" class="gif-border" >
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!!! note
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In Label Studio Community and Starter Cloud, the `Annotation results` filter is an unstructured text search across all annotations for the task, and the example above would not be achievable.
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The following tags are supported:
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- All `Labels` tags (ex. `Labels`, `ParagraphLabels`, ...)
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- `Choices`
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- `Taxonomy`
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- `Rating`
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**Known limitations:**
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- [Taxonomies loaded using `apiUrl`](/templates/taxonomy) will not be detected.
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</div>
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### Example: Label new data first
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Sort the data in your project by date to focus on labeling the newest data first.
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‎docs/source/guide/release_notes/onprem/2.25.0.md‎

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Original file line numberDiff line numberDiff line change
@@ -0,0 +1,94 @@
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---
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hide_sidebar: true
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---
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## Label Studio Enterprise 2.25.0
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<div class="onprem-highlight">Prompts on-prem availability, storage proxies, PDF tag, KeyPointLabels support, multi-task JSON imports for cloud</div>
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*Jun 17, 2025*
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Helm Chart version: [1.9.15](https://github.com/HumanSignal/charts/blob/master/heartex/label-studio/Chart.yaml)
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### New features
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#### Prompts availability for on-prem deployments
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You can now configure your on-prem environment to use Prompts!
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Prompts is an interface to easily integrate LLMs into your own Label Studio deployment. Leading teams use it to pre-label data, compare models, and generate synthetic samples.
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You can find out more here:
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* [Prompts overview](prompts_overview)
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* [Prompts product page](https://humansignal.com/platform/prompts/)
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* [Blog - How to Generate Synthetic Data with Prompts in Label Studio](https://humansignal.com/blog/how-to-generate-synthetic-data-with-prompts-in-label-studio/)
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Installing Prompts requires license enablement and [additional install steps](install_prompts). Reach out to your CSM to enable a free trial!
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![Stylized image of Prompts](/images/releases/dog-prompts.png)
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#### Storage proxies for cloud files
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Label Studio now uses a proxy when accessing media files in connect cloud storages. For more information, see [Pre-signed URLs vs. storage proxies](https://docs.humansignal.com/guide/storage#Pre-signed-URLs-vs-Storage-proxies).
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Proxy mode is only used when the **Use pre-signed URLs** option is disabled in source storage.
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Storage proxies offer secure media access, simplified configuration, and improved performance.
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- Keeps data access within Label Studio's network boundary, ideal for on-premise environments
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- Enforces strict task-level access control, even for cached files
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- Eliminates the need for presigned URLs and CORS configuration
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- Solves performance and reliability issues for large files, videos, and audio
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- Media is now streamed via proxy, improving compatibility and scalability
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#### New PDF tag
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A [new PDF tag](/tags/pdf) lets you directly ingest PDF URLs for classification without needing to use hypertext tags.
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This also simplifies the process for using PDFs with Prompts for summarization and classification tasks.
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### Enhancements
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#### KeyPointLabels exports for COCO and YOLO
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COCO and YOLO export formats now available for `KeyPointLabels`. For more information, see [our docs](https://docs.humansignal.com/guide/export#COCO).
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#### Multi-task JSON imports for cloud
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Previously, if you loaded JSON tasks from source storage, you could only configure one task per JSON file.
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This restriction has been removed, and you can now specify multiple tasks per JSON file as long as all tasks follow the same format.
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For more information, see the examples in our [our docs](https://docs.humansignal.com/guide/storage#Off).
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#### Miscellaneous
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- The **Export Underlying Data** option was recently introduced and is available from the Annotations chart in the [annotator performance dashboard](dashboard_annotator). This allows you to export information about the tasks that the selected users have annotated.
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Previously, users were only identified by user ID within the CSV. With this update, you can also identify users by email.
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- User interface enhancements for the AI Assistant, including a new icon.
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### Bug fixes
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- Fixed various user interface issues associated with the new dark mode feature.
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- Fixed an issue where the **Not Activated** role was hidden by default on the Organization page.
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- Fixed several small issues related to the annotator agreement score popover.
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- Fixed an issue where when moving around panels in the labeling interface, groups were not sticking in place.
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- Fixed an issue where the token refresh function was not using the user-supplied `httpx_client`.
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- Fixed an issue with cloud storage in which tasks would not resolve correctly if they referenced data in different buckets.
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- Fixed an issue where the drop-down menu to select a user role was overflowing past the page edge.
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‎docs/themes/v2/source/images/data-manager-filters-lse.png‎

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‎docs/themes/v2/source/images/data-manager-filters.png‎

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‎docs/themes/v2/source/images/releases/dog-prompts.png‎

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‎label_studio/core/utils/common.py‎

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@@ -630,6 +630,24 @@ def batch(iterable, n=1):
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yield iterable[ndx : min(ndx + n, l)]
631631

632632

633+
def batched_iterator(iterable, n):
634+
"""
635+
TODO: replace with itertools.batched when we drop support for Python < 3.12
636+
"""
637+
638+
iterator = iter(iterable)
639+
while True:
640+
batch = []
641+
for _ in range(n):
642+
try:
643+
batch.append(next(iterator))
644+
except StopIteration:
645+
if batch:
646+
yield batch
647+
return
648+
yield batch
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633651
def round_floats(o):
634652
if isinstance(o, float):
635653
return round(o, 2)

‎label_studio/feature_flags.json‎

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@@ -2229,6 +2229,33 @@
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"version": 3,
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"deleted": false
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},
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"fflag_feat_front_bros_98_projects_infinite_loop_short": {
2233+
"key": "fflag_feat_front_bros_98_projects_infinite_loop_short",
2234+
"on": false,
2235+
"prerequisites": [],
2236+
"targets": [],
2237+
"contextTargets": [],
2238+
"rules": [],
2239+
"fallthrough": {
2240+
"variation": 0
2241+
},
2242+
"offVariation": 1,
2243+
"variations": [
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true,
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false
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],
2247+
"clientSideAvailability": {
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"usingMobileKey": false,
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"usingEnvironmentId": false
2250+
},
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"clientSide": false,
2252+
"salt": "ad2d4421af2b481382acee1ace4c5428",
2253+
"trackEvents": false,
2254+
"trackEventsFallthrough": false,
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"debugEventsUntilDate": null,
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"version": 2,
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"deleted": false
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},
22322259
"fflag_feat_front_dev-2536_comment_notifications_short": {
22332260
"key": "fflag_feat_front_dev-2536_comment_notifications_short",
22342261
"on": false,
@@ -3986,7 +4013,7 @@
39864013
},
39874014
"fflag_fix_front_dev_3391_interactive_view_all": {
39884015
"key": "fflag_fix_front_dev_3391_interactive_view_all",
3989-
"on": false,
4016+
"on": true,
39904017
"prerequisites": [],
39914018
"targets": [],
39924019
"contextTargets": [],
@@ -4008,7 +4035,7 @@
40084035
"trackEvents": false,
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"trackEventsFallthrough": false,
40104037
"debugEventsUntilDate": null,
4011-
"version": 3,
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"version": 4,
40124039
"deleted": false
40134040
},
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"fflag_fix_front_dev_3793_relative_coords_short": {
@@ -4511,6 +4538,33 @@
45114538
"version": 3,
45124539
"deleted": false
45134540
},
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"fflag_front_feat_bros_87_pixel_wise_16062025_short": {
4542+
"key": "fflag_front_feat_bros_87_pixel_wise_16062025_short",
4543+
"on": false,
4544+
"prerequisites": [],
4545+
"targets": [],
4546+
"contextTargets": [],
4547+
"rules": [],
4548+
"fallthrough": {
4549+
"variation": 0
4550+
},
4551+
"offVariation": 1,
4552+
"variations": [
4553+
true,
4554+
false
4555+
],
4556+
"clientSideAvailability": {
4557+
"usingMobileKey": false,
4558+
"usingEnvironmentId": false
4559+
},
4560+
"clientSide": false,
4561+
"salt": "f769d3e1c79142c6a2480c62a3b0d44e",
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"trackEvents": false,
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"trackEventsFallthrough": false,
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"debugEventsUntilDate": null,
4565+
"version": 2,
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"deleted": false
4567+
},
45144568
"fflag_optic_all_optic_1938_storage_proxy": {
45154569
"key": "fflag_optic_all_optic_1938_storage_proxy",
45164570
"on": true,

‎label_studio/projects/functions/utils.py‎

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11
from logging import getLogger
22
from typing import TYPE_CHECKING
33

4+
from django.db.models import QuerySet
45
from tasks.models import AnnotationDraft, Task
56

67
logger = getLogger(__name__)
@@ -10,6 +11,48 @@
1011
from projects.models import Project, ProjectSummary
1112

1213

14+
def get_unique_ids_list(tasks_queryset):
15+
"""
16+
Convert various input types to a list of unique IDs.
17+
18+
:param tasks_queryset: Can be:
19+
- list of IDs (integers)
20+
- list of objects with 'id' attribute
21+
- Django QuerySet
22+
- set of IDs or objects
23+
:return: list of unique IDs
24+
"""
25+
if isinstance(tasks_queryset, (list, tuple)):
26+
if not tasks_queryset:
27+
return []
28+
29+
# Check if it's a list of IDs (integers)
30+
if isinstance(tasks_queryset[0], int):
31+
return list(set(tasks_queryset)) # Remove duplicates
32+
33+
# It's a list of objects with 'id' attribute
34+
return list(set(obj.id for obj in tasks_queryset))
35+
36+
elif isinstance(tasks_queryset, set):
37+
if not tasks_queryset:
38+
return []
39+
40+
# Check if it's a set of IDs (integers)
41+
first_item = next(iter(tasks_queryset))
42+
if isinstance(first_item, int):
43+
return list(tasks_queryset)
44+
45+
# It's a set of objects with 'id' attribute
46+
return list(obj.id for obj in tasks_queryset)
47+
48+
elif isinstance(tasks_queryset, QuerySet):
49+
# It's a Django QuerySet
50+
return list(tasks_queryset.values_list('id', flat=True))
51+
52+
else:
53+
raise ValueError(f'Unsupported type for tasks_queryset: {type(tasks_queryset)}')
54+
55+
1356
def make_queryset_from_iterable(tasks_list):
1457
"""
1558
Make queryset from list/set of int/Tasks

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