Try joblib

Updates the requirements on [granian[uvloop]](https://github.com/emmett-framework/granian) to permit the latest version.
- [Release notes](https://github.com/emmett-framework/granian/releases)
- [Commits](https://github.com/emmett-framework/granian/compare/v2.4.1...v2.5.0)

---
updated-dependencies:
- dependency-name: granian[uvloop]
  dependency-version: 2.5.0
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

.devcontainer/vscode/settings.json

@@ -1,11 +1,10 @@
 {
-    "python.testing.pytestArgs": [
+    "python.testing.pytestArgs": [],
-        "src"
-    ],
     "python.testing.unittestEnabled": false,
     "python.testing.pytestEnabled": true,
     "files.watcherExclude": {
         "**/.venv/**": true,
         "**/pytest_cache/**": true
-    }
+    },
+    "python.testing.cwd": "${workspaceFolder}/src"
 }

Dockerfile

@@ -32,7 +32,7 @@ RUN set -eux \
 # Purpose: Installs s6-overlay and rootfs
 # Comments:
 #  - Don't leave anything extra in here either
-FROM ghcr.io/astral-sh/uv:0.8.8-python3.12-bookworm-slim AS s6-overlay-base
+FROM ghcr.io/astral-sh/uv:0.8.13-python3.12-bookworm-slim AS s6-overlay-base
 
 WORKDIR /usr/src/s6
 

docker/compose/docker-compose.ci-test.yml

@@ -4,7 +4,7 @@
 # correct networking for the tests
 services:
   gotenberg:
-    image: docker.io/gotenberg/gotenberg:8.20
+    image: docker.io/gotenberg/gotenberg:8.22
     hostname: gotenberg
     container_name: gotenberg
     network_mode: host

docker/compose/docker-compose.mariadb-tika.yml

@@ -35,7 +35,7 @@ services:
     volumes:
       - redisdata:/data
   db:
-    image: docker.io/library/mariadb:11
+    image: docker.io/library/mariadb:12
     restart: unless-stopped
     volumes:
       - dbdata:/var/lib/mysql
@@ -72,7 +72,7 @@ services:
       PAPERLESS_TIKA_GOTENBERG_ENDPOINT: http://gotenberg:3000
       PAPERLESS_TIKA_ENDPOINT: http://tika:9998
   gotenberg:
-    image: docker.io/gotenberg/gotenberg:8.20
+    image: docker.io/gotenberg/gotenberg:8.22
     restart: unless-stopped
     # The gotenberg chromium route is used to convert .eml files. We do not
     # want to allow external content like tracking pixels or even javascript.

docker/compose/docker-compose.mariadb.yml

@@ -31,7 +31,7 @@ services:
     volumes:
       - redisdata:/data
   db:
-    image: docker.io/library/mariadb:11
+    image: docker.io/library/mariadb:12
     restart: unless-stopped
     volumes:
       - dbdata:/var/lib/mysql

docker/compose/docker-compose.postgres-tika.yml

@@ -66,7 +66,7 @@ services:
       PAPERLESS_TIKA_GOTENBERG_ENDPOINT: http://gotenberg:3000
       PAPERLESS_TIKA_ENDPOINT: http://tika:9998
   gotenberg:
-    image: docker.io/gotenberg/gotenberg:8.20
+    image: docker.io/gotenberg/gotenberg:8.22
     restart: unless-stopped
     # The gotenberg chromium route is used to convert .eml files. We do not
     # want to allow external content like tracking pixels or even javascript.

docker/compose/docker-compose.sqlite-tika.yml

@@ -55,7 +55,7 @@ services:
       PAPERLESS_TIKA_GOTENBERG_ENDPOINT: http://gotenberg:3000
       PAPERLESS_TIKA_ENDPOINT: http://tika:9998
   gotenberg:
-    image: docker.io/gotenberg/gotenberg:8.20
+    image: docker.io/gotenberg/gotenberg:8.22
     restart: unless-stopped
     # The gotenberg chromium route is used to convert .eml files. We do not
     # want to allow external content like tracking pixels or even javascript.

docs/configuration.md

@@ -1800,23 +1800,3 @@ password. All of these options come from their similarly-named [Django settings]
 #### [`PAPERLESS_EMAIL_USE_SSL=<bool>`](#PAPERLESS_EMAIL_USE_SSL) {#PAPERLESS_EMAIL_USE_SSL}
 
 : Defaults to false.
-
-## Remote OCR
-
-#### [`PAPERLESS_REMOTE_OCR_ENGINE=<str>`](#PAPERLESS_REMOTE_OCR_ENGINE) {#PAPERLESS_REMOTE_OCR_ENGINE}
-
-: The remote OCR engine to use. Currently only Azure AI is supported as "azureai".
-
-    Defaults to None, which disables remote OCR.
-
-#### [`PAPERLESS_REMOTE_OCR_API_KEY=<str>`](#PAPERLESS_REMOTE_OCR_API_KEY) {#PAPERLESS_REMOTE_OCR_API_KEY}
-
-: The API key to use for the remote OCR engine.
-
-    Defaults to None.
-
-#### [`PAPERLESS_REMOTE_OCR_ENDPOINT=<str>`](#PAPERLESS_REMOTE_OCR_ENDPOINT) {#PAPERLESS_REMOTE_OCR_ENDPOINT}
-
-: The endpoint to use for the remote OCR engine. This is required for Azure AI.
-
-    Defaults to None.

docs/index.md

@@ -25,10 +25,9 @@ physical documents into a searchable online archive so you can keep, well, _less
 ## Features
 
 -   **Organize and index** your scanned documents with tags, correspondents, types, and more.
--   _Your_ data is stored locally on _your_ server and is never transmitted or shared in any way, unless you explicitly choose to do so.
+-   _Your_ data is stored locally on _your_ server and is never transmitted or shared in any way.
 -   Performs **OCR** on your documents, adding searchable and selectable text, even to documents scanned with only images.
-    -   Utilizes the open-source Tesseract engine to recognize more than 100 languages.
+-   Utilizes the open-source Tesseract engine to recognize more than 100 languages.
-    -   _New!_ Supports remote OCR with Azure AI (opt-in).
 -   Documents are saved as PDF/A format which is designed for long term storage, alongside the unaltered originals.
 -   Uses machine-learning to automatically add tags, correspondents and document types to your documents.
 -   Supports PDF documents, images, plain text files, Office documents (Word, Excel, PowerPoint, and LibreOffice equivalents)[^1] and more.

docs/usage.md

@@ -850,21 +850,6 @@ how regularly you intend to scan documents and use paperless.
     performed the task associated with the document, move it to the
     inbox.
 
-## Remote OCR
-
-!!! important
-
-    This feature is disabled by default and will always remain strictly "opt-in".
-
-Paperless-ngx supports performing OCR on documents using remote services. At the moment, this is limited to
-[Microsoft's Azure "Document Intelligence" service](https://azure.microsoft.com/en-us/products/ai-services/ai-document-intelligence).
-This is of course a paid service (with a free tier) which requires an Azure account and subscription. Azure AI is not affiliated with
-Paperless-ngx in any way. When enabled, Paperless-ngx will automatically send appropriate documents to Azure for OCR processing, bypassing
-the local OCR engine. See the [configuration](configuration.md#PAPERLESS_REMOTE_OCR_ENGINE) options for more details.
-
-Additionally, when using a commercial service with this feature, consider both potential costs as well as any associated file size
-or page limitations (e.g. with a free tier).
-
 ## Architecture
 
 Paperless-ngx consists of the following components:

pyproject.toml

@@ -15,7 +15,6 @@ classifiers = [
 # This will allow testing to not install a webserver, mysql, etc
 
 dependencies = [
-  "azure-ai-documentintelligence>=1.0.2",
   "babel>=2.17",
   "bleach~=6.2.0",
   "celery[redis]~=5.5.1",
@@ -42,9 +41,9 @@ dependencies = [
   "drf-spectacular~=0.28",
   "drf-spectacular-sidecar~=2025.8.1",
   "drf-writable-nested~=0.7.1",
-  "filelock~=3.18.0",
+  "filelock~=3.19.1",
   "flower~=2.0.1",
-  "gotenberg-client~=0.10.0",
+  "gotenberg-client~=0.11.0",
   "httpx-oauth~=0.16",
   "imap-tools~=1.11.0",
   "inotifyrecursive~=0.3",
@@ -54,6 +53,7 @@ dependencies = [
   "ocrmypdf~=16.10.0",
   "pathvalidate~=3.3.1",
   "pdf2image~=1.17.0",
+  "psutil>=7",
   "psycopg-pool",
   "python-dateutil~=2.9.0",
   "python-dotenv~=1.1.0",
@@ -61,7 +61,7 @@ dependencies = [
   "python-ipware~=3.0.0",
   "python-magic~=0.4.27",
   "pyzbar~=0.1.9",
-  "rapidfuzz~=3.13.0",
+  "rapidfuzz~=3.14.0",
   "redis[hiredis]~=5.2.1",
   "scikit-learn~=1.7.0",
   "setproctitle~=1.3.4",
@@ -83,7 +83,7 @@ optional-dependencies.postgres = [
   "psycopg-pool==3.2.6",
 ]
 optional-dependencies.webserver = [
-  "granian[uvloop]~=2.4.1",
+  "granian[uvloop]~=2.5.1",
 ]
 
 [dependency-groups]
@@ -240,7 +240,6 @@ testpaths = [
   "src/paperless_tesseract/tests/",
   "src/paperless_tika/tests",
   "src/paperless_text/tests/",
-  "src/paperless_remote/tests/",
 ]
 addopts = [
   "--pythonwarnings=all",

src-ui/messages.xlf

@@ -2544,11 +2544,11 @@
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1011</context>
+          <context context-type="linenumber">1018</context>
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1373</context>
+          <context context-type="linenumber">1383</context>
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-list/bulk-editor/bulk-editor.component.ts</context>
@@ -3156,7 +3156,7 @@
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">964</context>
+          <context context-type="linenumber">971</context>
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-list/bulk-editor/bulk-editor.component.ts</context>
@@ -3361,11 +3361,11 @@
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">86</context>
+          <context context-type="linenumber">87</context>
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">92</context>
+          <context context-type="linenumber">93</context>
         </context-group>
       </trans-unit>
       <trans-unit id="3800326155195149498" datatype="html">
@@ -3376,29 +3376,29 @@
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">87</context>
+          <context context-type="linenumber">88</context>
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">93</context>
+          <context context-type="linenumber">94</context>
         </context-group>
       </trans-unit>
       <trans-unit id="7551700625201096185" datatype="html">
         <source>Search docs...</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">61</context>
+          <context context-type="linenumber">62</context>
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">109</context>
+          <context context-type="linenumber">110</context>
         </context-group>
       </trans-unit>
       <trans-unit id="3184700926171002527" datatype="html">
         <source>Any</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">141</context>
+          <context context-type="linenumber">142</context>
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/common/filterable-dropdown/filterable-dropdown.component.html</context>
@@ -3409,7 +3409,7 @@
         <source>All</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">143</context>
+          <context context-type="linenumber">144</context>
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/common/filterable-dropdown/filterable-dropdown.component.html</context>
@@ -3436,21 +3436,21 @@
         <source>Not</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">146</context>
+          <context context-type="linenumber">147</context>
         </context-group>
       </trans-unit>
       <trans-unit id="6548676277933116532" datatype="html">
         <source>Add query</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">165</context>
+          <context context-type="linenumber">166</context>
         </context-group>
       </trans-unit>
       <trans-unit id="5599577087865387184" datatype="html">
         <source>Add expression</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html</context>
-          <context context-type="linenumber">168</context>
+          <context context-type="linenumber">169</context>
         </context-group>
       </trans-unit>
       <trans-unit id="6312759212949884929" datatype="html">
@@ -5277,7 +5277,7 @@
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/common/input/select/select.component.html</context>
-          <context context-type="linenumber">58</context>
+          <context context-type="linenumber">59</context>
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/common/input/tags/tags.component.html</context>
@@ -5388,7 +5388,7 @@
         <source>Add item</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/common/input/select/select.component.html</context>
-          <context context-type="linenumber">23</context>
+          <context context-type="linenumber">24</context>
         </context-group>
         <note priority="1" from="description">Used for both types, correspondents, storage paths</note>
       </trans-unit>
@@ -6579,7 +6579,7 @@
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1372</context>
+          <context context-type="linenumber">1382</context>
         </context-group>
       </trans-unit>
       <trans-unit id="6490688569532630280" datatype="html">
@@ -6869,56 +6869,56 @@
         <source>An error occurred loading content: <x id="PH" equiv-text="err.message ?? err.toString()"/></source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">412,414</context>
+          <context context-type="linenumber">410,412</context>
         </context-group>
       </trans-unit>
       <trans-unit id="3200733026060976258" datatype="html">
         <source>Document changes detected</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">435</context>
+          <context context-type="linenumber">444</context>
         </context-group>
       </trans-unit>
       <trans-unit id="2887155916749964" datatype="html">
         <source>The version of this document in your browser session appears older than the existing version.</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">436</context>
+          <context context-type="linenumber">445</context>
         </context-group>
       </trans-unit>
       <trans-unit id="237142428785956348" datatype="html">
         <source>Saving the document here may overwrite other changes that were made. To restore the existing version, discard your changes or close the document.</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">437</context>
+          <context context-type="linenumber">446</context>
         </context-group>
       </trans-unit>
       <trans-unit id="8720977247725652816" datatype="html">
         <source>Ok</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">439</context>
+          <context context-type="linenumber">448</context>
         </context-group>
       </trans-unit>
       <trans-unit id="6142395741265832184" datatype="html">
         <source>Next document</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">563</context>
+          <context context-type="linenumber">574</context>
         </context-group>
       </trans-unit>
       <trans-unit id="651985345816518480" datatype="html">
         <source>Previous document</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">573</context>
+          <context context-type="linenumber">584</context>
         </context-group>
       </trans-unit>
       <trans-unit id="2885986061416655600" datatype="html">
         <source>Close document</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">581</context>
+          <context context-type="linenumber">592</context>
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/services/open-documents.service.ts</context>
@@ -6929,67 +6929,67 @@
         <source>Save document</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">588</context>
+          <context context-type="linenumber">599</context>
         </context-group>
       </trans-unit>
       <trans-unit id="1784543155727940353" datatype="html">
         <source>Save and close / next</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">597</context>
+          <context context-type="linenumber">608</context>
         </context-group>
       </trans-unit>
       <trans-unit id="5758784066858623886" datatype="html">
         <source>Error retrieving metadata</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">649</context>
+          <context context-type="linenumber">660</context>
         </context-group>
       </trans-unit>
       <trans-unit id="3456881259945295697" datatype="html">
         <source>Error retrieving suggestions.</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">678</context>
+          <context context-type="linenumber">689</context>
         </context-group>
       </trans-unit>
       <trans-unit id="2194092841814123758" datatype="html">
         <source>Document &quot;<x id="PH" equiv-text="newValues.title"/>&quot; saved successfully.</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">858</context>
+          <context context-type="linenumber">861</context>
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">882</context>
+          <context context-type="linenumber">885</context>
         </context-group>
       </trans-unit>
       <trans-unit id="6626387786259219838" datatype="html">
         <source>Error saving document &quot;<x id="PH" equiv-text="this.document.title"/>&quot;</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">888</context>
+          <context context-type="linenumber">891</context>
         </context-group>
       </trans-unit>
       <trans-unit id="448882439049417053" datatype="html">
         <source>Error saving document</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">933</context>
+          <context context-type="linenumber">940</context>
         </context-group>
       </trans-unit>
       <trans-unit id="8410796510716511826" datatype="html">
         <source>Do you really want to move the document &quot;<x id="PH" equiv-text="this.document.title"/>&quot; to the trash?</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">965</context>
+          <context context-type="linenumber">972</context>
         </context-group>
       </trans-unit>
       <trans-unit id="282586936710748252" datatype="html">
         <source>Documents can be restored prior to permanent deletion.</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">966</context>
+          <context context-type="linenumber">973</context>
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-list/bulk-editor/bulk-editor.component.ts</context>
@@ -7000,7 +7000,7 @@
         <source>Move to trash</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">968</context>
+          <context context-type="linenumber">975</context>
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-list/bulk-editor/bulk-editor.component.ts</context>
@@ -7011,14 +7011,14 @@
         <source>Error deleting document</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">987</context>
+          <context context-type="linenumber">994</context>
         </context-group>
       </trans-unit>
       <trans-unit id="619486176823357521" datatype="html">
         <source>Reprocess confirm</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1007</context>
+          <context context-type="linenumber">1014</context>
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-list/bulk-editor/bulk-editor.component.ts</context>
@@ -7029,67 +7029,67 @@
         <source>This operation will permanently recreate the archive file for this document.</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1008</context>
+          <context context-type="linenumber">1015</context>
         </context-group>
       </trans-unit>
       <trans-unit id="302054111564709516" datatype="html">
         <source>The archive file will be re-generated with the current settings.</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1009</context>
+          <context context-type="linenumber">1016</context>
         </context-group>
       </trans-unit>
       <trans-unit id="8251197608401006898" datatype="html">
         <source>Reprocess operation for &quot;<x id="PH" equiv-text="this.document.title"/>&quot; will begin in the background. Close and re-open or reload this document after the operation has completed to see new content.</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1019</context>
+          <context context-type="linenumber">1026</context>
         </context-group>
       </trans-unit>
       <trans-unit id="4409560272830824468" datatype="html">
         <source>Error executing operation</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1030</context>
+          <context context-type="linenumber">1037</context>
         </context-group>
       </trans-unit>
       <trans-unit id="6030453331794586802" datatype="html">
         <source>Error downloading document</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1079</context>
+          <context context-type="linenumber">1086</context>
         </context-group>
       </trans-unit>
       <trans-unit id="4458954481601077369" datatype="html">
         <source>Page Fit</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1156</context>
+          <context context-type="linenumber">1163</context>
         </context-group>
       </trans-unit>
       <trans-unit id="4663705961777238777" datatype="html">
         <source>PDF edit operation for &quot;<x id="PH" equiv-text="this.document.title"/>&quot; will begin in the background.</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1391</context>
+          <context context-type="linenumber">1401</context>
         </context-group>
       </trans-unit>
       <trans-unit id="9043972994040261999" datatype="html">
         <source>Error executing PDF edit operation</source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1403</context>
+          <context context-type="linenumber">1413</context>
         </context-group>
       </trans-unit>
       <trans-unit id="6085793215710522488" datatype="html">
         <source>An error occurred loading tiff: <x id="PH" equiv-text="err.toString()"/></source>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1463</context>
+          <context context-type="linenumber">1480</context>
         </context-group>
         <context-group purpose="location">
           <context context-type="sourcefile">src/app/components/document-detail/document-detail.component.ts</context>
-          <context context-type="linenumber">1467</context>
+          <context context-type="linenumber">1484</context>
         </context-group>
       </trans-unit>
       <trans-unit id="4958946940233632319" datatype="html">

src-ui/src/app/components/app-frame/app-frame.component.html

@@ -113,7 +113,7 @@
                     [disablePopover]="!slimSidebarEnabled" placement="end" container="body" triggers="mouseenter:mouseleave"
                     popoverClass="popover-slim">
                     <i-bs class="me-1" name="funnel"></i-bs>
-                      <span>&nbsp;<div class="d-inline-flex view-name"><span class="overflow-hidden" [class.text-truncate]="!slimSidebarEnabled">{{view.name}}</span></div>
+                      <span>&nbsp;<div class="d-inline-flex view-name"><span class="overflow-hidden" [class.text-wrap]="!slimSidebarEnabled">{{view.name}}</span></div>
                         @if (showSidebarCounts && !slimSidebarEnabled) {
                           <span class="badge bg-info text-dark ms-2 d-inline">{{ savedViewService.getDocumentCount(view) }}</span>
                         }

src-ui/src/app/components/app-frame/app-frame.component.ts

@@ -287,6 +287,9 @@ export class AppFrameComponent
   }
 
   get showSidebarCounts(): boolean {
-    return this.settingsService.get(SETTINGS_KEYS.SIDEBAR_VIEWS_SHOW_COUNT)
+    return (
+      this.settingsService.get(SETTINGS_KEYS.SIDEBAR_VIEWS_SHOW_COUNT) &&
+      !this.settingsService.organizingSidebarSavedViews
+    )
   }
 }

src-ui/src/app/components/common/custom-fields-query-dropdown/custom-fields-query-dropdown.component.html

@@ -51,6 +51,7 @@
     <ng-select #fieldSelects
       class="paperless-input-select rounded-end"
       [items]="getSelectOptionsForField(atom.field)"
+      [virtualScroll]="getSelectOptionsForField(atom.field)?.length > 100"
       bindLabel="label"
       bindValue="id"
       [(ngModel)]="atom.value"

src-ui/src/app/components/common/input/select/select.component.html

@@ -19,6 +19,7 @@
             [class.private]="isPrivate"
             [clearable]="allowNull"
             [items]="items"
+            [virtualScroll]="items?.length > 100"
             [addTag]="allowCreateNew && addItemRef"
             addTagText="Add item"
             i18n-addTagText="Used for both types, correspondents, storage paths"

src-ui/src/app/components/document-detail/document-detail.component.ts

@@ -472,6 +472,7 @@ export class DocumentDetailComponent
               if (titleValue !== this.titleInput.value) return
               this.title = titleValue
               this.documentForm.patchValue({ title: titleValue })
+              this.documentForm.get('title').markAsDirty()
             })
           this.setupDirtyTracking(useDoc, doc)
         },

src/documents/classifier.py

@@ -4,6 +4,7 @@ import logging
 import pickle
 import re
 import warnings
+from functools import lru_cache
 from hashlib import sha256
 from pathlib import Path
 from typing import TYPE_CHECKING
@@ -50,6 +51,7 @@ class ClassifierModelCorruptError(Exception):
     pass
 
 
+@lru_cache(maxsize=1)
 def load_classifier(*, raise_exception: bool = False) -> DocumentClassifier | None:
     if not settings.MODEL_FILE.is_file():
         logger.debug(
@@ -61,6 +63,11 @@ def load_classifier(*, raise_exception: bool = False) -> DocumentClassifier | No
     classifier = DocumentClassifier()
     try:
         classifier.load()
+        logger.debug("classifier_id=%s", id(classifier))
+        logger.debug(
+            "classifier_data_vectorizer_hash=%s",
+            classifier.data_vectorizer_hash,
+        )
 
     except IncompatibleClassifierVersionError as e:
         logger.info(f"Classifier version incompatible: {e.message}, will re-train")
@@ -96,7 +103,8 @@ class DocumentClassifier:
     # v7 - Updated scikit-learn package version
     # v8 - Added storage path classifier
     # v9 - Changed from hashing to time/ids for re-train check
-    FORMAT_VERSION = 9
+    # v10 - Switch persistence to joblib with memory-mapping to reduce load-time memory spikes
+    FORMAT_VERSION = 10
 
     def __init__(self) -> None:
         # last time a document changed and therefore training might be required
@@ -128,32 +136,51 @@ class DocumentClassifier:
         ).hexdigest()
 
     def load(self) -> None:
+        import joblib
         from sklearn.exceptions import InconsistentVersionWarning
 
         # Catch warnings for processing
         with warnings.catch_warnings(record=True) as w:
-            with Path(settings.MODEL_FILE).open("rb") as f:
+            try:
-                schema_version = pickle.load(f)
+                state = joblib.load(settings.MODEL_FILE, mmap_mode="r")
+            except Exception as err:
+                # As a fallback, try to detect old pickle-based and mark incompatible
+                try:
+                    with Path(settings.MODEL_FILE).open("rb") as f:
+                        _ = pickle.load(f)
+                    raise IncompatibleClassifierVersionError(
+                        "Cannot load classifier, incompatible versions.",
+                    ) from err
+                except IncompatibleClassifierVersionError:
+                    raise
+                except Exception:
+                    # Not even a readable pickle header
+                    raise ClassifierModelCorruptError from err
 
-                if schema_version != self.FORMAT_VERSION:
+            try:
+                if (
+                    not isinstance(state, dict)
+                    or state.get("format_version") != self.FORMAT_VERSION
+                ):
                     raise IncompatibleClassifierVersionError(
                         "Cannot load classifier, incompatible versions.",
                     )
-                else:
-                    try:
-                        self.last_doc_change_time = pickle.load(f)
-                        self.last_auto_type_hash = pickle.load(f)
 
-                        self.data_vectorizer = pickle.load(f)
+                self.last_doc_change_time = state.get("last_doc_change_time")
-                        self._update_data_vectorizer_hash()
+                self.last_auto_type_hash = state.get("last_auto_type_hash")
-                        self.tags_binarizer = pickle.load(f)
 
-                        self.tags_classifier = pickle.load(f)
+                self.data_vectorizer = state.get("data_vectorizer")
-                        self.correspondent_classifier = pickle.load(f)
+                self._update_data_vectorizer_hash()
-                        self.document_type_classifier = pickle.load(f)
+                self.tags_binarizer = state.get("tags_binarizer")
-                        self.storage_path_classifier = pickle.load(f)
+
-                    except Exception as err:
+                self.tags_classifier = state.get("tags_classifier")
-                        raise ClassifierModelCorruptError from err
+                self.correspondent_classifier = state.get("correspondent_classifier")
+                self.document_type_classifier = state.get("document_type_classifier")
+                self.storage_path_classifier = state.get("storage_path_classifier")
+            except IncompatibleClassifierVersionError:
+                raise
+            except Exception as err:
+                raise ClassifierModelCorruptError from err
 
             # Check for the warning about unpickling from differing versions
             # and consider it incompatible
@@ -171,23 +198,24 @@ class DocumentClassifier:
                     raise IncompatibleClassifierVersionError("sklearn version update")
 
     def save(self) -> None:
+        import joblib
+
         target_file: Path = settings.MODEL_FILE
-        target_file_temp: Path = target_file.with_suffix(".pickle.part")
+        target_file_temp: Path = target_file.with_suffix(".joblib.part")
 
-        with target_file_temp.open("wb") as f:
+        state = {
-            pickle.dump(self.FORMAT_VERSION, f)
+            "format_version": self.FORMAT_VERSION,
+            "last_doc_change_time": self.last_doc_change_time,
+            "last_auto_type_hash": self.last_auto_type_hash,
+            "data_vectorizer": self.data_vectorizer,
+            "tags_binarizer": self.tags_binarizer,
+            "tags_classifier": self.tags_classifier,
+            "correspondent_classifier": self.correspondent_classifier,
+            "document_type_classifier": self.document_type_classifier,
+            "storage_path_classifier": self.storage_path_classifier,
+        }
 
-            pickle.dump(self.last_doc_change_time, f)
+        joblib.dump(state, target_file_temp, compress=3)
-            pickle.dump(self.last_auto_type_hash, f)
-
-            pickle.dump(self.data_vectorizer, f)
-
-            pickle.dump(self.tags_binarizer, f)
-            pickle.dump(self.tags_classifier, f)
-
-            pickle.dump(self.correspondent_classifier, f)
-            pickle.dump(self.document_type_classifier, f)
-            pickle.dump(self.storage_path_classifier, f)
 
         target_file_temp.rename(target_file)
 

src/documents/views.py

@@ -3,7 +3,9 @@ import logging
 import os
 import platform
 import re
+import resource
 import tempfile
+import time
 import zipfile
 from datetime import datetime
 from pathlib import Path
@@ -190,6 +192,33 @@ if settings.AUDIT_LOG_ENABLED:
 
 logger = logging.getLogger("paperless.api")
 
+try:
+    import psutil
+
+    _PS = psutil.Process(os.getpid())
+except Exception:
+    _PS = None
+
+_diag_log = logging.getLogger("paperless")
+
+
+def _mem_mb():
+    rss = _PS.memory_info().rss if _PS else 0
+    peak_kb = resource.getrusage(resource.RUSAGE_SELF).ru_maxrss
+    return rss / (1024 * 1024), peak_kb / 1024.0
+
+
+def _mark(phase, doc_id, t0):
+    rss, peak = _mem_mb()
+    _diag_log.debug(
+        "sugg doc=%s phase=%s rss=%.1fMB peak=%.1fMB t=%.1fms",
+        doc_id,
+        phase,
+        rss,
+        peak,
+        (time.perf_counter() - t0) * 1000,
+    )
+
 
 class IndexView(TemplateView):
     template_name = "index.html"
@@ -758,7 +787,16 @@ class DocumentViewSet(
         ),
     )
     def suggestions(self, request, pk=None):
-        doc = get_object_or_404(Document.objects.select_related("owner"), pk=pk)
+        t0 = time.perf_counter()
+        # Don't fetch content here
+        doc = get_object_or_404(
+            Document.objects.select_related("owner").only(
+                "id",
+                "owner_id",
+            ),
+            pk=pk,
+        )
+        _mark("start", doc.pk, t0)
         if request.user is not None and not has_perms_owner_aware(
             request.user,
             "view_document",
@@ -769,18 +807,23 @@ class DocumentViewSet(
         document_suggestions = get_suggestion_cache(doc.pk)
 
         if document_suggestions is not None:
+            _mark("cache_hit_return", doc.pk, t0)
             refresh_suggestions_cache(doc.pk)
             return Response(document_suggestions.suggestions)
 
         classifier = load_classifier()
+        _mark("loaded_classifier", doc.pk, t0)
 
         dates = []
         if settings.NUMBER_OF_SUGGESTED_DATES > 0:
             gen = parse_date_generator(doc.filename, doc.content)
+            _mark("before_dates", doc.pk, t0)
             dates = sorted(
                 {i for i in itertools.islice(gen, settings.NUMBER_OF_SUGGESTED_DATES)},
             )
+            _mark("after_dates", doc.pk, t0)
 
+        _mark("before_match", doc.pk, t0)
         resp_data = {
             "correspondents": [
                 c.id for c in match_correspondents(doc, classifier, request.user)
@@ -794,9 +837,11 @@ class DocumentViewSet(
             ],
             "dates": [date.strftime("%Y-%m-%d") for date in dates if date is not None],
         }
+        _mark("assembled_resp", doc.pk, t0)
 
         # Cache the suggestions and the classifier hash for later
         set_suggestions_cache(doc.pk, resp_data, classifier)
+        _mark("cached", doc.pk, t0)
 
         return Response(resp_data)
 

src/paperless/middleware.py

@@ -1,7 +1,14 @@
+import logging
+import os
+import resource
+import time
+
 from django.conf import settings
 
 from paperless import version
 
+logger = logging.getLogger("middleware")
+
 
 class ApiVersionMiddleware:
     def __init__(self, get_response):
@@ -15,3 +22,56 @@ class ApiVersionMiddleware:
             response["X-Version"] = version.__full_version_str__
 
         return response
+
+
+try:
+    import psutil
+
+    _PSUTIL = True
+except Exception:
+    _PSUTIL = False
+
+
+class MemLogMiddleware:
+    def __init__(self, get_response):
+        self.get_response = get_response
+
+    def __call__(self, request):
+        # capture baseline
+        ru_before = resource.getrusage(resource.RUSAGE_SELF).ru_maxrss
+        if _PSUTIL:
+            p = psutil.Process()
+            rss_before = p.memory_info().rss
+        else:
+            rss_before = 0
+
+        t0 = time.perf_counter()
+        try:
+            return self.get_response(request)
+        finally:
+            dur_ms = (time.perf_counter() - t0) * 1000.0
+
+            ru_after = resource.getrusage(resource.RUSAGE_SELF).ru_maxrss
+            # ru_maxrss is KB on Linux; convert to MB
+            peak_mb = (ru_after) / 1024.0
+            peak_delta_mb = (ru_after - ru_before) / 1024.0
+
+            if _PSUTIL:
+                rss_after = p.memory_info().rss
+                delta_mb = (rss_after - rss_before) / (1024 * 1024)
+                rss_mb = rss_after / (1024 * 1024)
+            else:
+                delta_mb = 0.0
+                rss_mb = 0.0
+
+            logger.debug(
+                "pid=%s mem rss=%.1fMB Δend=%.1fMB peak=%.1fMB Δpeak=%.1fMB dur=%.1fms %s %s",
+                os.getpid(),
+                rss_mb,
+                delta_mb,
+                peak_mb,
+                peak_delta_mb,
+                dur_ms,
+                request.method,
+                request.path,
+            )

src/paperless/settings.py

@@ -324,7 +324,6 @@ INSTALLED_APPS = [
     "paperless_tesseract.apps.PaperlessTesseractConfig",
     "paperless_text.apps.PaperlessTextConfig",
     "paperless_mail.apps.PaperlessMailConfig",
-    "paperless_remote.apps.PaperlessRemoteParserConfig",
     "django.contrib.admin",
     "rest_framework",
     "rest_framework.authtoken",
@@ -364,6 +363,7 @@ if DEBUG:
     )
 
 MIDDLEWARE = [
+    "paperless.middleware.MemLogMiddleware",
     "django.middleware.security.SecurityMiddleware",
     "whitenoise.middleware.WhiteNoiseMiddleware",
     "django.contrib.sessions.middleware.SessionMiddleware",
@@ -834,7 +834,7 @@ LOGGING = {
     "disable_existing_loggers": False,
     "formatters": {
         "verbose": {
-            "format": "[{asctime}] [{levelname}] [{name}] {message}",
+            "format": "[{asctime}] [{levelname}] [{name}] pid={process} {message}",
             "style": "{",
         },
         "simple": {
@@ -879,6 +879,7 @@ LOGGING = {
         "kombu": {"handlers": ["file_celery"], "level": "DEBUG"},
         "_granian": {"handlers": ["file_paperless"], "level": "DEBUG"},
         "granian.access": {"handlers": ["file_paperless"], "level": "DEBUG"},
+        "middleware": {"handlers": ["console"], "level": "DEBUG"},
     },
 }
 
@@ -1444,10 +1445,3 @@ WEBHOOKS_ALLOW_INTERNAL_REQUESTS = __get_boolean(
     "PAPERLESS_WEBHOOKS_ALLOW_INTERNAL_REQUESTS",
     "true",
 )
-
-###############################################################################
-# Remote Parser                                                               #
-###############################################################################
-REMOTE_OCR_ENGINE = os.getenv("PAPERLESS_REMOTE_OCR_ENGINE")
-REMOTE_OCR_API_KEY = os.getenv("PAPERLESS_REMOTE_OCR_API_KEY")
-REMOTE_OCR_ENDPOINT = os.getenv("PAPERLESS_REMOTE_OCR_ENDPOINT")

src/paperless_remote/__init__.py

@@ -1,4 +0,0 @@
-# this is here so that django finds the checks.
-from paperless_remote.checks import check_remote_parser_configured
-
-__all__ = ["check_remote_parser_configured"]

src/paperless_remote/apps.py

@@ -1,14 +0,0 @@
-from django.apps import AppConfig
-
-from paperless_remote.signals import remote_consumer_declaration
-
-
-class PaperlessRemoteParserConfig(AppConfig):
-    name = "paperless_remote"
-
-    def ready(self):
-        from documents.signals import document_consumer_declaration
-
-        document_consumer_declaration.connect(remote_consumer_declaration)
-
-        AppConfig.ready(self)

src/paperless_remote/checks.py

@@ -1,15 +0,0 @@
-from django.conf import settings
-from django.core.checks import Error
-from django.core.checks import register
-
-
-@register()
-def check_remote_parser_configured(app_configs, **kwargs):
-    if settings.REMOTE_OCR_ENGINE == "azureai" and not settings.REMOTE_OCR_ENDPOINT:
-        return [
-            Error(
-                "Azure AI remote parser requires endpoint to be configured.",
-            ),
-        ]
-
-    return []

src/paperless_remote/parsers.py

@@ -1,113 +0,0 @@
-from pathlib import Path
-
-from django.conf import settings
-
-from paperless_tesseract.parsers import RasterisedDocumentParser
-
-
-class RemoteEngineConfig:
-    def __init__(
-        self,
-        engine: str,
-        api_key: str | None = None,
-        endpoint: str | None = None,
-    ):
-        self.engine = engine
-        self.api_key = api_key
-        self.endpoint = endpoint
-
-    def engine_is_valid(self):
-        valid = self.engine in ["azureai"] and self.api_key is not None
-        if self.engine == "azureai":
-            valid = valid and self.endpoint is not None
-        return valid
-
-
-class RemoteDocumentParser(RasterisedDocumentParser):
-    """
-    This parser uses a remote OCR engine to parse documents. Currently, it supports Azure AI Vision
-    as this is the only service that provides a remote OCR API with text-embedded PDF output.
-    """
-
-    logging_name = "paperless.parsing.remote"
-
-    def get_settings(self) -> RemoteEngineConfig:
-        """
-        Returns the configuration for the remote OCR engine, loaded from Django settings.
-        """
-        return RemoteEngineConfig(
-            engine=settings.REMOTE_OCR_ENGINE,
-            api_key=settings.REMOTE_OCR_API_KEY,
-            endpoint=settings.REMOTE_OCR_ENDPOINT,
-        )
-
-    def supported_mime_types(self):
-        if self.settings.engine_is_valid():
-            return {
-                "application/pdf": ".pdf",
-                "image/png": ".png",
-                "image/jpeg": ".jpg",
-                "image/tiff": ".tiff",
-                "image/bmp": ".bmp",
-                "image/gif": ".gif",
-                "image/webp": ".webp",
-            }
-        else:
-            return {}
-
-    def azure_ai_vision_parse(
-        self,
-        file: Path,
-    ) -> str | None:
-        """
-        Uses Azure AI Vision to parse the document and return the text content.
-        It requests a searchable PDF output with embedded text.
-        The PDF is saved to the archive_path attribute.
-        Returns the text content extracted from the document.
-        If the parsing fails, it returns None.
-        """
-        from azure.ai.documentintelligence import DocumentIntelligenceClient
-        from azure.ai.documentintelligence.models import AnalyzeDocumentRequest
-        from azure.ai.documentintelligence.models import AnalyzeOutputOption
-        from azure.ai.documentintelligence.models import DocumentContentFormat
-        from azure.core.credentials import AzureKeyCredential
-
-        client = DocumentIntelligenceClient(
-            endpoint=self.settings.endpoint,
-            credential=AzureKeyCredential(self.settings.api_key),
-        )
-
-        with file.open("rb") as f:
-            analyze_request = AnalyzeDocumentRequest(bytes_source=f.read())
-            poller = client.begin_analyze_document(
-                model_id="prebuilt-read",
-                body=analyze_request,
-                output_content_format=DocumentContentFormat.TEXT,
-                output=[AnalyzeOutputOption.PDF],  # request searchable PDF output
-                content_type="application/json",
-            )
-
-        poller.wait()
-        result_id = poller.details["operation_id"]
-        result = poller.result()
-
-        # Download the PDF with embedded text
-        self.archive_path = Path(self.tempdir) / "archive.pdf"
-        with self.archive_path.open("wb") as f:
-            for chunk in client.get_analyze_result_pdf(
-                model_id="prebuilt-read",
-                result_id=result_id,
-            ):
-                f.write(chunk)
-
-        return result.content
-
-    def parse(self, document_path: Path, mime_type, file_name=None):
-        if not self.settings.engine_is_valid():
-            self.log.warning(
-                "No valid remote parser engine is configured, content will be empty.",
-            )
-            self.text = ""
-            return
-        elif self.settings.engine == "azureai":
-            self.text = self.azure_ai_vision_parse(document_path)

src/paperless_remote/signals.py

@@ -1,18 +0,0 @@
-def get_parser(*args, **kwargs):
-    from paperless_remote.parsers import RemoteDocumentParser
-
-    return RemoteDocumentParser(*args, **kwargs)
-
-
-def get_supported_mime_types():
-    from paperless_remote.parsers import RemoteDocumentParser
-
-    return RemoteDocumentParser(None).supported_mime_types()
-
-
-def remote_consumer_declaration(sender, **kwargs):
-    return {
-        "parser": get_parser,
-        "weight": 5,
-        "mime_types": get_supported_mime_types(),
-    }

src/paperless_remote/tests/test_checks.py

@@ -1,29 +0,0 @@
-from django.test import TestCase
-from django.test import override_settings
-
-from paperless_remote import check_remote_parser_configured
-
-
-class TestChecks(TestCase):
-    @override_settings(REMOTE_OCR_ENGINE=None)
-    def test_no_engine(self):
-        msgs = check_remote_parser_configured(None)
-        self.assertEqual(len(msgs), 0)
-
-    @override_settings(REMOTE_OCR_ENGINE="azureai")
-    @override_settings(REMOTE_OCR_API_KEY="somekey")
-    @override_settings(REMOTE_OCR_ENDPOINT=None)
-    def test_azure_no_endpoint(self):
-        msgs = check_remote_parser_configured(None)
-        self.assertEqual(len(msgs), 1)
-        self.assertTrue(
-            msgs[0].msg.startswith(
-                "Azure AI remote parser requires endpoint to be configured.",
-            ),
-        )
-
-    @override_settings(REMOTE_OCR_ENGINE="something")
-    @override_settings(REMOTE_OCR_API_KEY="somekey")
-    def test_valid_configuration(self):
-        msgs = check_remote_parser_configured(None)
-        self.assertEqual(len(msgs), 0)

src/paperless_remote/tests/test_parser.py

@@ -1,101 +0,0 @@
-import uuid
-from pathlib import Path
-from unittest import mock
-
-from django.test import TestCase
-from django.test import override_settings
-
-from documents.tests.utils import DirectoriesMixin
-from documents.tests.utils import FileSystemAssertsMixin
-from paperless_remote.parsers import RemoteDocumentParser
-from paperless_remote.signals import get_parser
-
-
-class TestParser(DirectoriesMixin, FileSystemAssertsMixin, TestCase):
-    SAMPLE_FILES = Path(__file__).resolve().parent / "samples"
-
-    def assertContainsStrings(self, content, strings):
-        # Asserts that all strings appear in content, in the given order.
-        indices = []
-        for s in strings:
-            if s in content:
-                indices.append(content.index(s))
-            else:
-                self.fail(f"'{s}' is not in '{content}'")
-        self.assertListEqual(indices, sorted(indices))
-
-    @mock.patch("paperless_tesseract.parsers.run_subprocess")
-    @mock.patch("azure.ai.documentintelligence.DocumentIntelligenceClient")
-    def test_get_text_with_azure(self, mock_client_cls, mock_subprocess):
-        # Arrange mock Azure client
-        mock_client = mock.Mock()
-        mock_client_cls.return_value = mock_client
-
-        # Simulate poller result and its `.details`
-        mock_poller = mock.Mock()
-        mock_poller.wait.return_value = None
-        mock_poller.details = {"operation_id": "fake-op-id"}
-        mock_client.begin_analyze_document.return_value = mock_poller
-        mock_poller.result.return_value.content = "This is a test document."
-
-        # Return dummy PDF bytes
-        mock_client.get_analyze_result_pdf.return_value = [
-            b"%PDF-",
-            b"1.7 ",
-            b"FAKEPDF",
-        ]
-
-        # Simulate pdftotext by writing dummy text to sidecar file
-        def fake_run(cmd, *args, **kwargs):
-            with Path(cmd[-1]).open("w", encoding="utf-8") as f:
-                f.write("This is a test document.")
-
-        mock_subprocess.side_effect = fake_run
-
-        with override_settings(
-            REMOTE_OCR_ENGINE="azureai",
-            REMOTE_OCR_API_KEY="somekey",
-            REMOTE_OCR_ENDPOINT="https://endpoint.cognitiveservices.azure.com",
-        ):
-            parser = get_parser(uuid.uuid4())
-            parser.parse(
-                self.SAMPLE_FILES / "simple-digital.pdf",
-                "application/pdf",
-            )
-
-            self.assertContainsStrings(
-                parser.text.strip(),
-                ["This is a test document."],
-            )
-
-    @override_settings(
-        REMOTE_OCR_ENGINE="azureai",
-        REMOTE_OCR_API_KEY="key",
-        REMOTE_OCR_ENDPOINT="https://endpoint.cognitiveservices.azure.com",
-    )
-    def test_supported_mime_types_valid_config(self):
-        parser = RemoteDocumentParser(uuid.uuid4())
-        expected_types = {
-            "application/pdf": ".pdf",
-            "image/png": ".png",
-            "image/jpeg": ".jpg",
-            "image/tiff": ".tiff",
-            "image/bmp": ".bmp",
-            "image/gif": ".gif",
-            "image/webp": ".webp",
-        }
-        self.assertEqual(parser.supported_mime_types(), expected_types)
-
-    def test_supported_mime_types_invalid_config(self):
-        parser = get_parser(uuid.uuid4())
-        self.assertEqual(parser.supported_mime_types(), {})
-
-    @override_settings(
-        REMOTE_OCR_ENGINE=None,
-        REMOTE_OCR_API_KEY=None,
-        REMOTE_OCR_ENDPOINT=None,
-    )
-    def test_parse_with_invalid_config(self):
-        parser = get_parser(uuid.uuid4())
-        parser.parse(self.SAMPLE_FILES / "simple-digital.pdf", "application/pdf")
-        self.assertEqual(parser.text, "")

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