Fix: text parser get_parser forwards logging_group, drops progress_callback

TextDocumentParser.__init__ accepts logging_group: object = None, same
as RemoteDocumentParser. The old shim incorrectly dropped it; fix to
forward it as a positional arg and only drop progress_callback.
Add type annotations and from __future__ import annotations for
consistency with the remote parser signals shim.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

docker/rootfs/etc/s6-overlay/s6-rc.d/init-migrations/run

@@ -10,12 +10,10 @@ cd "${PAPERLESS_SRC_DIR}"
 
 # The whole migrate, with flock, needs to run as the right user
 if [[ -n "${USER_IS_NON_ROOT}" ]]; then
-	exec s6-setlock -n "${data_dir}/migration_lock" python3 manage.py check --tag compatibility paperless
+	python3 manage.py check --tag compatibility paperless || exit 1
 	exec s6-setlock -n "${data_dir}/migration_lock" python3 manage.py migrate --skip-checks --no-input
 else
-	exec s6-setuidgid paperless \
-		s6-setlock -n "${data_dir}/migration_lock" \
-		python3 manage.py check --tag compatibility paperless
+	s6-setuidgid paperless python3 manage.py check --tag compatibility paperless  || exit 1
 	exec s6-setuidgid paperless \
 		s6-setlock -n "${data_dir}/migration_lock" \
 		python3 manage.py migrate --skip-checks --no-input

pyproject.toml

@@ -42,10 +42,10 @@ dependencies = [
   "djangorestframework~=3.16",
   "djangorestframework-guardian~=0.4.0",
   "drf-spectacular~=0.28",
-  "drf-spectacular-sidecar~=2026.1.1",
+  "drf-spectacular-sidecar~=2026.3.1",
   "drf-writable-nested~=0.7.1",
   "faiss-cpu>=1.10",
-  "filelock~=3.20.3",
+  "filelock~=3.25.2",
   "flower~=2.0.1",
   "gotenberg-client~=0.13.1",
   "httpx-oauth~=0.16",
@@ -60,7 +60,7 @@ dependencies = [
   "llama-index-llms-openai>=0.6.13",
   "llama-index-vector-stores-faiss>=0.5.2",
   "nltk~=3.9.1",
-  "ocrmypdf~=16.13.0",
+  "ocrmypdf~=17.3.0",
   "openai>=1.76",
   "pathvalidate~=3.3.1",
   "pdf2image~=1.17.0",
@@ -72,7 +72,7 @@ dependencies = [
   "rapidfuzz~=3.14.0",
   "redis[hiredis]~=5.2.1",
   "regex>=2025.9.18",
-  "scikit-learn~=1.7.0",
+  "scikit-learn~=1.8.0",
   "sentence-transformers>=4.1",
   "setproctitle~=1.3.4",
   "tika-client~=0.10.0",
@@ -111,7 +111,7 @@ docs = [
 testing = [
   "daphne",
   "factory-boy~=3.3.1",
-  "faker~=40.5.1",
+  "faker~=40.8.0",
   "imagehash",
   "pytest~=9.0.0",
   "pytest-cov~=7.0.0",

src/documents/consumer.py

@@ -51,11 +51,29 @@ from documents.templating.workflows import parse_w_workflow_placeholders
 from documents.utils import copy_basic_file_stats
 from documents.utils import copy_file_with_basic_stats
 from documents.utils import run_subprocess
+from paperless.parsers.remote import RemoteDocumentParser
+from paperless.parsers.text import TextDocumentParser
 from paperless_mail.parsers import MailDocumentParser
 
 LOGGING_NAME: Final[str] = "paperless.consumer"
 
 
+def _parser_cleanup(parser: DocumentParser) -> None:
+    """
+    Call cleanup on a parser, handling the new-style context-manager parsers.
+
+    New-style parsers (e.g. TextDocumentParser) use __exit__ for teardown
+    instead of a cleanup() method.  This shim will be removed once all existing parsers
+    have switched to the new style and this consumer is updated to use it
+
+    TODO(stumpylog): Remove me in the future
+    """
+    if isinstance(parser, (TextDocumentParser, RemoteDocumentParser)):
+        parser.__exit__(None, None, None)
+    else:
+        parser.cleanup()
+
+
 class WorkflowTriggerPlugin(
     NoCleanupPluginMixin,
     NoSetupPluginMixin,
@@ -459,6 +477,12 @@ class ConsumerPlugin(
                     self.filename,
                     self.input_doc.mailrule_id,
                 )
+            elif isinstance(
+                document_parser,
+                (TextDocumentParser, RemoteDocumentParser),
+            ):
+                # TODO(stumpylog): Remove me in the future
+                document_parser.parse(self.working_copy, mime_type)
             else:
                 document_parser.parse(self.working_copy, mime_type, self.filename)
 
@@ -469,11 +493,15 @@ class ConsumerPlugin(
                 ProgressStatusOptions.WORKING,
                 ConsumerStatusShortMessage.GENERATING_THUMBNAIL,
             )
-            thumbnail = document_parser.get_thumbnail(
-                self.working_copy,
-                mime_type,
-                self.filename,
-            )
+            if isinstance(document_parser, (TextDocumentParser, RemoteDocumentParser)):
+                # TODO(stumpylog): Remove me in the future
+                thumbnail = document_parser.get_thumbnail(self.working_copy, mime_type)
+            else:
+                thumbnail = document_parser.get_thumbnail(
+                    self.working_copy,
+                    mime_type,
+                    self.filename,
+                )
 
             text = document_parser.get_text()
             date = document_parser.get_date()
@@ -490,7 +518,7 @@ class ConsumerPlugin(
             page_count = document_parser.get_page_count(self.working_copy, mime_type)
 
         except ParseError as e:
-            document_parser.cleanup()
+            _parser_cleanup(document_parser)
             if tempdir:
                 tempdir.cleanup()
             self._fail(
@@ -500,7 +528,7 @@ class ConsumerPlugin(
                 exception=e,
             )
         except Exception as e:
-            document_parser.cleanup()
+            _parser_cleanup(document_parser)
             if tempdir:
                 tempdir.cleanup()
             self._fail(
@@ -702,7 +730,7 @@ class ConsumerPlugin(
                 exception=e,
             )
         finally:
-            document_parser.cleanup()
+            _parser_cleanup(document_parser)
             tempdir.cleanup()
 
         self.run_post_consume_script(document)

src/documents/management/commands/document_thumbnails.py

@@ -30,6 +30,7 @@ def _process_document(doc_id: int) -> None:
         )
         shutil.move(thumb, document.thumbnail_path)
     finally:
+        # TODO(stumpylog): Cleanup once all parsers are handled
         parser.cleanup()
 
 

src/documents/tasks.py

@@ -399,6 +399,7 @@ def update_document_content_maybe_archive_file(document_id) -> None:
             f"Error while parsing document {document} (ID: {document_id})",
         )
     finally:
+        # TODO(stumpylog): Cleanup once all parsers are handled
         parser.cleanup()
 
 

src/documents/tests/test_parsers.py

@@ -9,8 +9,8 @@ from documents.parsers import get_default_file_extension
 from documents.parsers import get_parser_class_for_mime_type
 from documents.parsers import get_supported_file_extensions
 from documents.parsers import is_file_ext_supported
+from paperless.parsers.text import TextDocumentParser
 from paperless_tesseract.parsers import RasterisedDocumentParser
-from paperless_text.parsers import TextDocumentParser
 from paperless_tika.parsers import TikaDocumentParser
 
 

src/paperless/celery.py

@@ -1,6 +1,7 @@
 import os
 
 from celery import Celery
+from celery.signals import worker_process_init
 
 # Set the default Django settings module for the 'celery' program.
 os.environ.setdefault("DJANGO_SETTINGS_MODULE", "paperless.settings")
@@ -15,3 +16,19 @@ app.config_from_object("django.conf:settings", namespace="CELERY")
 
 # Load task modules from all registered Django apps.
 app.autodiscover_tasks()
+
+
+@worker_process_init.connect
+def on_worker_process_init(**kwargs) -> None:  # pragma: no cover
+    """
+    Register built-in parsers eagerly in each Celery worker process.
+
+    This registers only the built-in parsers (no entrypoint discovery) so
+    that workers can begin consuming documents immediately.  Entrypoint
+    discovery for third-party parsers is deferred to the first call of
+    get_parser_registry() inside a task, keeping worker_process_init
+    well within its 4-second timeout budget.
+    """
+    from paperless.parsers.registry import init_builtin_parsers
+
+    init_builtin_parsers()

src/paperless/consumers.py

@@ -1,62 +1,51 @@
 import json
 from typing import Any
 
-from asgiref.sync import async_to_sync
-from channels.exceptions import AcceptConnection
-from channels.exceptions import DenyConnection
-from channels.generic.websocket import WebsocketConsumer
+from channels.generic.websocket import AsyncWebsocketConsumer
 
 
-class StatusConsumer(WebsocketConsumer):
-    def _authenticated(self):
-        return "user" in self.scope and self.scope["user"].is_authenticated
+class StatusConsumer(AsyncWebsocketConsumer):
+    def _authenticated(self) -> bool:
+        user: Any = self.scope.get("user")
+        return user is not None and user.is_authenticated
 
-    def _can_view(self, data):
-        user = self.scope.get("user") if self.scope.get("user") else None
+    async def _can_view(self, data: dict[str, Any]) -> bool:
+        user: Any = self.scope.get("user")
+        if user is None:
+            return False
         owner_id = data.get("owner_id")
         users_can_view = data.get("users_can_view", [])
         groups_can_view = data.get("groups_can_view", [])
-        return (
-            user.is_superuser
-            or user.id == owner_id
-            or user.id in users_can_view
-            or any(
-                user.groups.filter(pk=group_id).exists() for group_id in groups_can_view
-            )
-        )
 
-    def connect(self):
+        if user.is_superuser or user.id == owner_id or user.id in users_can_view:
+            return True
+
+        return await user.groups.filter(pk__in=groups_can_view).aexists()
+
+    async def connect(self) -> None:
         if not self._authenticated():
-            raise DenyConnection
-        else:
-            async_to_sync(self.channel_layer.group_add)(
-                "status_updates",
-                self.channel_name,
-            )
-            raise AcceptConnection
+            await self.close()
+            return
+        await self.channel_layer.group_add("status_updates", self.channel_name)
+        await self.accept()
 
-    def disconnect(self, close_code) -> None:
-        async_to_sync(self.channel_layer.group_discard)(
-            "status_updates",
-            self.channel_name,
-        )
+    async def disconnect(self, code: int) -> None:
+        await self.channel_layer.group_discard("status_updates", self.channel_name)
 
-    def status_update(self, event) -> None:
+    async def status_update(self, event: dict[str, Any]) -> None:
         if not self._authenticated():
-            self.close()
-        else:
-            if self._can_view(event["data"]):
-                self.send(json.dumps(event))
+            await self.close()
+        elif await self._can_view(event["data"]):
+            await self.send(json.dumps(event))
 
-    def documents_deleted(self, event) -> None:
+    async def documents_deleted(self, event: dict[str, Any]) -> None:
         if not self._authenticated():
-            self.close()
+            await self.close()
         else:
-            self.send(json.dumps(event))
+            await self.send(json.dumps(event))
 
-    def document_updated(self, event: Any) -> None:
+    async def document_updated(self, event: dict[str, Any]) -> None:
         if not self._authenticated():
-            self.close()
-        else:
-            if self._can_view(event["data"]):
-                self.send(json.dumps(event))
+            await self.close()
+        elif await self._can_view(event["data"]):
+            await self.send(json.dumps(event))

src/paperless/parsers/__init__.py

@@ -0,0 +1,379 @@
+"""
+Public interface for the Paperless-ngx parser plugin system.
+
+This module defines ParserProtocol — the structural contract that every
+document parser must satisfy, whether it is a built-in parser shipped with
+Paperless-ngx or a third-party parser installed via a Python entrypoint.
+
+Phase 1/2 scope: only the Protocol is defined here. The transitional
+DocumentParser ABC (Phase 3) and concrete built-in parsers (Phase 3+) will
+be added in later phases, so there are intentionally no imports of parser
+implementations here.
+
+Usage example (third-party parser)::
+
+    from paperless.parsers import ParserProtocol
+
+    class MyParser:
+        name = "my-parser"
+        version = "1.0.0"
+        author = "Acme Corp"
+        url = "https://example.com/my-parser"
+
+        @classmethod
+        def supported_mime_types(cls) -> dict[str, str]:
+            return {"application/x-my-format": ".myf"}
+
+        @classmethod
+        def score(cls, mime_type, filename, path=None):
+            return 10
+
+        # … implement remaining protocol methods …
+
+    assert isinstance(MyParser(), ParserProtocol)
+"""
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING
+from typing import Protocol
+from typing import Self
+from typing import TypedDict
+from typing import runtime_checkable
+
+if TYPE_CHECKING:
+    import datetime
+    from pathlib import Path
+    from types import TracebackType
+
+__all__ = [
+    "MetadataEntry",
+    "ParserProtocol",
+]
+
+
+class MetadataEntry(TypedDict):
+    """A single metadata field extracted from a document.
+
+    All four keys are required. Values are always serialised to strings —
+    type-specific conversion (dates, integers, lists) is the responsibility
+    of the parser before returning.
+    """
+
+    namespace: str
+    """URI of the metadata namespace (e.g. 'http://ns.adobe.com/pdf/1.3/')."""
+
+    prefix: str
+    """Conventional namespace prefix (e.g. 'pdf', 'xmp', 'dc')."""
+
+    key: str
+    """Field name within the namespace (e.g. 'Author', 'CreateDate')."""
+
+    value: str
+    """String representation of the field value."""
+
+
+@runtime_checkable
+class ParserProtocol(Protocol):
+    """Structural contract for all Paperless-ngx document parsers.
+
+    Both built-in parsers and third-party plugins (discovered via the
+    "paperless_ngx.parsers" entrypoint group) must satisfy this Protocol.
+    Because it is decorated with runtime_checkable, isinstance(obj,
+    ParserProtocol) works at runtime based on method presence, which is
+    useful for validation in ParserRegistry.discover.
+
+    Parsers must expose four string attributes at the class level so the
+    registry can log attribution information without instantiating the parser:
+
+    name : str
+        Human-readable parser name (e.g. "Tesseract OCR").
+    version : str
+        Semantic version string (e.g. "1.2.3").
+    author : str
+        Author or organisation name.
+    url : str
+        URL for documentation, source code, or issue tracker.
+    """
+
+    # ------------------------------------------------------------------
+    # Class-level identity (checked by the registry, not Protocol methods)
+    # ------------------------------------------------------------------
+
+    name: str
+    version: str
+    author: str
+    url: str
+
+    # ------------------------------------------------------------------
+    # Class methods
+    # ------------------------------------------------------------------
+
+    @classmethod
+    def supported_mime_types(cls) -> dict[str, str]:
+        """Return a mapping of supported MIME types to preferred file extensions.
+
+        The keys are MIME type strings (e.g. "application/pdf"), and the
+        values are the preferred file extension including the leading dot
+        (e.g. ".pdf").  The registry uses this mapping both to decide whether
+        a parser is a candidate for a given file and to determine the default
+        extension when creating archive copies.
+
+        Returns
+        -------
+        dict[str, str]
+            {mime_type: extension} mapping — may be empty if the parser
+            has been temporarily disabled.
+        """
+        ...
+
+    @classmethod
+    def score(
+        cls,
+        mime_type: str,
+        filename: str,
+        path: Path | None = None,
+    ) -> int | None:
+        """Return a priority score for handling this file, or None to decline.
+
+        The registry calls this after confirming that the MIME type is in
+        supported_mime_types. Parsers may inspect filename and optionally
+        the file at path to refine their confidence level.
+
+        A higher score wins. Return None to explicitly decline handling a file
+        even though the MIME type is listed as supported (e.g. when a feature
+        flag is disabled, or a required service is not configured).
+
+        Parameters
+        ----------
+        mime_type:
+            The detected MIME type of the file to be parsed.
+        filename:
+            The original filename, including extension.
+        path:
+            Optional filesystem path to the file. Parsers that need to
+            inspect file content (e.g. magic-byte sniffing) may use this.
+            May be None when scoring happens before the file is available locally.
+
+        Returns
+        -------
+        int | None
+            Priority score (higher wins), or None to decline.
+        """
+        ...
+
+    # ------------------------------------------------------------------
+    # Properties
+    # ------------------------------------------------------------------
+
+    @property
+    def can_produce_archive(self) -> bool:
+        """Whether this parser can produce a searchable PDF archive copy.
+
+        If True, the consumption pipeline may request an archive version when
+        processing the document, subject to the ARCHIVE_FILE_GENERATION
+        setting. If False, only thumbnail and text extraction are performed.
+        """
+        ...
+
+    @property
+    def requires_pdf_rendition(self) -> bool:
+        """Whether the parser must produce a PDF for the frontend to display.
+
+        True for formats the browser cannot display natively (e.g. DOCX, ODT).
+        When True, the pipeline always stores the PDF output regardless of the
+        ARCHIVE_FILE_GENERATION setting, since the original format cannot be
+        shown to the user.
+        """
+        ...
+
+    # ------------------------------------------------------------------
+    # Core parsing interface
+    # ------------------------------------------------------------------
+
+    def parse(
+        self,
+        document_path: Path,
+        mime_type: str,
+        *,
+        produce_archive: bool = True,
+    ) -> None:
+        """Parse document_path and populate internal state.
+
+        After a successful call, callers retrieve results via get_text,
+        get_date, and get_archive_path.
+
+        Parameters
+        ----------
+        document_path:
+            Absolute path to the document file to parse.
+        mime_type:
+            Detected MIME type of the document.
+        produce_archive:
+            When True (the default) and can_produce_archive is also True,
+            the parser should produce a searchable PDF at the path returned
+            by get_archive_path. Pass False when only text extraction and
+            thumbnail generation are required and disk I/O should be minimised.
+
+        Raises
+        ------
+        documents.parsers.ParseError
+            If parsing fails for any reason.
+        """
+        ...
+
+    # ------------------------------------------------------------------
+    # Result accessors
+    # ------------------------------------------------------------------
+
+    def get_text(self) -> str | None:
+        """Return the plain-text content extracted during parse.
+
+        Returns
+        -------
+        str | None
+            Extracted text, or None if no text could be found.
+        """
+        ...
+
+    def get_date(self) -> datetime.datetime | None:
+        """Return the document date detected during parse.
+
+        Returns
+        -------
+        datetime.datetime | None
+            Detected document date, or None if no date was found.
+        """
+        ...
+
+    def get_archive_path(self) -> Path | None:
+        """Return the path to the generated archive PDF, or None.
+
+        Returns
+        -------
+        Path | None
+            Path to the searchable PDF archive, or None if no archive was
+            produced (e.g. because produce_archive=False or the parser does
+            not support archive generation).
+        """
+        ...
+
+    # ------------------------------------------------------------------
+    # Thumbnail and metadata
+    # ------------------------------------------------------------------
+
+    def get_thumbnail(self, document_path: Path, mime_type: str) -> Path:
+        """Generate and return the path to a thumbnail image for the document.
+
+        May be called independently of parse. The returned path must point to
+        an existing WebP image file inside the parser's temporary working
+        directory.
+
+        Parameters
+        ----------
+        document_path:
+            Absolute path to the source document.
+        mime_type:
+            Detected MIME type of the document.
+
+        Returns
+        -------
+        Path
+            Path to the generated thumbnail image (WebP format preferred).
+        """
+        ...
+
+    def get_page_count(
+        self,
+        document_path: Path,
+        mime_type: str,
+    ) -> int | None:
+        """Return the number of pages in the document, if determinable.
+
+        Parameters
+        ----------
+        document_path:
+            Absolute path to the source document.
+        mime_type:
+            Detected MIME type of the document.
+
+        Returns
+        -------
+        int | None
+            Page count, or None if the parser cannot determine it.
+        """
+        ...
+
+    def extract_metadata(
+        self,
+        document_path: Path,
+        mime_type: str,
+    ) -> list[MetadataEntry]:
+        """Extract format-specific metadata from the document.
+
+        Called by the API view layer on demand — not during the consumption
+        pipeline. Results are returned to the frontend for per-file display.
+
+        For documents with an archive version, this method is called twice:
+        once for the original file (with its native MIME type) and once for
+        the archive file (with ``"application/pdf"``). Parsers that produce
+        archives should handle both cases.
+
+        Implementations must not raise. A failure to read metadata is not
+        fatal — log a warning and return whatever partial results were
+        collected, or ``[]`` if none.
+
+        Parameters
+        ----------
+        document_path:
+            Absolute path to the file to extract metadata from.
+        mime_type:
+            MIME type of the file at ``document_path``. May be
+            ``"application/pdf"`` when called for the archive version.
+
+        Returns
+        -------
+        list[MetadataEntry]
+            Zero or more metadata entries. Returns ``[]`` if no metadata
+            could be extracted or the format does not support it.
+        """
+        ...
+
+    # ------------------------------------------------------------------
+    # Context manager
+    # ------------------------------------------------------------------
+
+    def __enter__(self) -> Self:
+        """Enter the parser context, returning the parser instance.
+
+        Implementations should perform any resource allocation here if not
+        done in __init__ (e.g. creating API clients or temp directories).
+
+        Returns
+        -------
+        Self
+            The parser instance itself.
+        """
+        ...
+
+    def __exit__(
+        self,
+        exc_type: type[BaseException] | None,
+        exc_val: BaseException | None,
+        exc_tb: TracebackType | None,
+    ) -> None:
+        """Exit the parser context and release all resources.
+
+        Implementations must clean up all temporary files and other resources
+        regardless of whether an exception occurred.
+
+        Parameters
+        ----------
+        exc_type:
+            The exception class, or None if no exception was raised.
+        exc_val:
+            The exception instance, or None.
+        exc_tb:
+            The traceback, or None.
+        """
+        ...

src/paperless/parsers/registry.py

@@ -0,0 +1,366 @@
+"""
+Singleton registry that tracks all document parsers available to
+Paperless-ngx — both built-ins shipped with the application and third-party
+plugins installed via Python entrypoints.
+
+Public surface
+--------------
+get_parser_registry
+    Lazy-initialise and return the shared ParserRegistry. This is the primary
+    entry point for production code.
+
+init_builtin_parsers
+    Register built-in parsers only, without entrypoint discovery. Safe to
+    call from Celery worker_process_init where importing all entrypoints
+    would be wasteful or cause side effects.
+
+reset_parser_registry
+    Reset module-level state. For tests only.
+
+Entrypoint group
+----------------
+Third-party parsers must advertise themselves under the
+"paperless_ngx.parsers" entrypoint group in their pyproject.toml::
+
+    [project.entry-points."paperless_ngx.parsers"]
+    my_parser = "my_package.parsers:MyParser"
+
+The loaded class must expose the following attributes at the class level
+(not just on instances) for the registry to accept it:
+name, version, author, url, supported_mime_types (callable), score (callable).
+"""
+
+from __future__ import annotations
+
+import logging
+from importlib.metadata import entry_points
+from typing import TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from pathlib import Path
+
+    from paperless.parsers import ParserProtocol
+
+logger = logging.getLogger("paperless.parsers.registry")
+
+# ---------------------------------------------------------------------------
+# Module-level singleton state
+# ---------------------------------------------------------------------------
+
+_registry: ParserRegistry | None = None
+_discovery_complete: bool = False
+
+# Attribute names that every registered external parser class must expose.
+_REQUIRED_ATTRS: tuple[str, ...] = (
+    "name",
+    "version",
+    "author",
+    "url",
+    "supported_mime_types",
+    "score",
+)
+
+
+# ---------------------------------------------------------------------------
+# Module-level accessor functions
+# ---------------------------------------------------------------------------
+
+
+def get_parser_registry() -> ParserRegistry:
+    """Return the shared ParserRegistry instance.
+
+    On the first call this function:
+
+    1. Creates a new ParserRegistry.
+    2. Calls register_defaults to install built-in parsers.
+    3. Calls discover to load third-party plugins via importlib.metadata entrypoints.
+    4. Calls log_summary to emit a startup summary.
+
+    Subsequent calls return the same instance immediately.
+
+    Returns
+    -------
+    ParserRegistry
+        The shared registry singleton.
+    """
+    global _registry, _discovery_complete
+
+    if _registry is None:
+        _registry = ParserRegistry()
+        _registry.register_defaults()
+
+    if not _discovery_complete:
+        _registry.discover()
+        _registry.log_summary()
+        _discovery_complete = True
+
+    return _registry
+
+
+def init_builtin_parsers() -> None:
+    """Register built-in parsers without performing entrypoint discovery.
+
+    Intended for use in Celery worker_process_init handlers where importing
+    all installed entrypoints would be wasteful, slow, or could produce
+    undesirable side effects. Entrypoint discovery (third-party plugins) is
+    deliberately not performed.
+
+    Safe to call multiple times — subsequent calls are no-ops.
+
+    Returns
+    -------
+    None
+    """
+    global _registry
+
+    if _registry is None:
+        _registry = ParserRegistry()
+        _registry.register_defaults()
+
+
+def reset_parser_registry() -> None:
+    """Reset the module-level registry state to its initial values.
+
+    Resets _registry and _discovery_complete so the next call to
+    get_parser_registry will re-initialise everything from scratch.
+
+    FOR TESTS ONLY. Do not call this in production code — resetting the
+    registry mid-request causes all subsequent parser lookups to go through
+    discovery again, which is expensive and may have unexpected side effects
+    in multi-threaded environments.
+
+    Returns
+    -------
+    None
+    """
+    global _registry, _discovery_complete
+
+    _registry = None
+    _discovery_complete = False
+
+
+# ---------------------------------------------------------------------------
+# Registry class
+# ---------------------------------------------------------------------------
+
+
+class ParserRegistry:
+    """Registry that maps MIME types to the best available parser class.
+
+    Parsers are partitioned into two lists:
+
+    _builtins
+        Parser classes registered via register_builtin (populated by
+        register_defaults in Phase 3+).
+
+    _external
+        Parser classes loaded from installed Python entrypoints via discover.
+
+    When resolving a parser for a file, external parsers are evaluated
+    alongside built-in parsers using a uniform scoring mechanism. Both lists
+    are iterated together; the class with the highest score wins. If an
+    external parser wins, its attribution details are logged so users can
+    identify which third-party package handled their document.
+    """
+
+    def __init__(self) -> None:
+        self._external: list[type[ParserProtocol]] = []
+        self._builtins: list[type[ParserProtocol]] = []
+
+    # ------------------------------------------------------------------
+    # Registration
+    # ------------------------------------------------------------------
+
+    def register_builtin(self, parser_class: type[ParserProtocol]) -> None:
+        """Register a built-in parser class.
+
+        Built-in parsers are shipped with Paperless-ngx and are appended to
+        the _builtins list. They are never overridden by external parsers;
+        instead, scoring determines which parser wins for any given file.
+
+        Parameters
+        ----------
+        parser_class:
+            The parser class to register. Must satisfy ParserProtocol.
+        """
+        self._builtins.append(parser_class)
+
+    def register_defaults(self) -> None:
+        """Register the built-in parsers that ship with Paperless-ngx.
+
+        Each parser that has been migrated to the new ParserProtocol interface
+        is registered here.  Parsers are added in ascending weight order so
+        that log output is predictable; scoring determines which parser wins
+        at runtime regardless of registration order.
+        """
+        from paperless.parsers.remote import RemoteDocumentParser
+        from paperless.parsers.text import TextDocumentParser
+
+        self.register_builtin(TextDocumentParser)
+        self.register_builtin(RemoteDocumentParser)
+
+    # ------------------------------------------------------------------
+    # Discovery
+    # ------------------------------------------------------------------
+
+    def discover(self) -> None:
+        """Load third-party parsers from the "paperless_ngx.parsers" entrypoint group.
+
+        For each advertised entrypoint the method:
+
+        1. Calls ep.load() to import the class.
+        2. Validates that the class exposes all required attributes.
+        3. On success, appends the class to _external and logs an info message.
+        4. On failure (import error or missing attributes), logs an appropriate
+           warning/error and continues to the next entrypoint.
+
+        Errors during discovery of a single parser do not prevent other parsers
+        from being loaded.
+
+        Returns
+        -------
+        None
+        """
+        eps = entry_points(group="paperless_ngx.parsers")
+
+        for ep in eps:
+            try:
+                parser_class = ep.load()
+            except Exception:
+                logger.exception(
+                    "Failed to load parser entrypoint '%s' — skipping.",
+                    ep.name,
+                )
+                continue
+
+            missing = [
+                attr for attr in _REQUIRED_ATTRS if not hasattr(parser_class, attr)
+            ]
+            if missing:
+                logger.warning(
+                    "Parser loaded from entrypoint '%s' is missing required "
+                    "attributes %r — skipping.",
+                    ep.name,
+                    missing,
+                )
+                continue
+
+            self._external.append(parser_class)
+            logger.info(
+                "Loaded third-party parser '%s' v%s by %s (entrypoint: '%s').",
+                parser_class.name,
+                parser_class.version,
+                parser_class.author,
+                ep.name,
+            )
+
+    # ------------------------------------------------------------------
+    # Summary logging
+    # ------------------------------------------------------------------
+
+    def log_summary(self) -> None:
+        """Log a startup summary of all registered parsers.
+
+        Built-in parsers are listed first, followed by any external parsers
+        discovered from entrypoints.  If no external parsers were found a
+        short informational message is logged instead of an empty list.
+
+        Returns
+        -------
+        None
+        """
+        logger.info(
+            "Built-in parsers (%d):",
+            len(self._builtins),
+        )
+        for cls in self._builtins:
+            logger.info(
+                "  [built-in] %s v%s — %s",
+                getattr(cls, "name", repr(cls)),
+                getattr(cls, "version", "unknown"),
+                getattr(cls, "url", "built-in"),
+            )
+
+        if not self._external:
+            logger.info("No third-party parsers discovered.")
+            return
+
+        logger.info(
+            "Third-party parsers (%d):",
+            len(self._external),
+        )
+        for cls in self._external:
+            logger.info(
+                "  [external] %s v%s by %s — report issues at %s",
+                getattr(cls, "name", repr(cls)),
+                getattr(cls, "version", "unknown"),
+                getattr(cls, "author", "unknown"),
+                getattr(cls, "url", "unknown"),
+            )
+
+    # ------------------------------------------------------------------
+    # Parser resolution
+    # ------------------------------------------------------------------
+
+    def get_parser_for_file(
+        self,
+        mime_type: str,
+        filename: str,
+        path: Path | None = None,
+    ) -> type[ParserProtocol] | None:
+        """Return the best parser class for the given file, or None.
+
+        All registered parsers (external first, then built-ins) are evaluated
+        against the file. A parser is eligible if mime_type appears in the dict
+        returned by its supported_mime_types classmethod, and its score
+        classmethod returns a non-None integer.
+
+        The parser with the highest score wins. When two parsers return the
+        same score, the one that appears earlier in the evaluation order wins
+        (external parsers are evaluated before built-ins, giving third-party
+        packages a chance to override defaults at equal priority).
+
+        When an external parser is selected, its identity is logged at INFO
+        level so operators can trace which package handled a document.
+
+        Parameters
+        ----------
+        mime_type:
+            The detected MIME type of the file.
+        filename:
+            The original filename, including extension.
+        path:
+            Optional filesystem path to the file. Forwarded to each
+            parser's score method.
+
+        Returns
+        -------
+        type[ParserProtocol] | None
+            The winning parser class, or None if no parser can handle the file.
+        """
+        best_score: int | None = None
+        best_parser: type[ParserProtocol] | None = None
+
+        # External parsers are placed first so that, at equal scores, an
+        # external parser wins over a built-in (first-seen policy).
+        for parser_class in (*self._external, *self._builtins):
+            if mime_type not in parser_class.supported_mime_types():
+                continue
+
+            score = parser_class.score(mime_type, filename, path)
+            if score is None:
+                continue
+
+            if best_score is None or score > best_score:
+                best_score = score
+                best_parser = parser_class
+
+        if best_parser is not None and best_parser in self._external:
+            logger.info(
+                "Document handled by third-party parser '%s' v%s — %s",
+                getattr(best_parser, "name", repr(best_parser)),
+                getattr(best_parser, "version", "unknown"),
+                getattr(best_parser, "url", "unknown"),
+            )
+
+        return best_parser

src/paperless/parsers/remote.py

@@ -0,0 +1,429 @@
+"""
+Built-in remote-OCR document parser.
+
+Handles documents by sending them to a configured remote OCR engine
+(currently Azure AI Vision / Document Intelligence) and retrieving both
+the extracted text and a searchable PDF with an embedded text layer.
+
+When no engine is configured, ``score()`` returns ``None`` so the parser
+is effectively invisible to the registry — the tesseract parser handles
+these MIME types instead.
+"""
+
+from __future__ import annotations
+
+import logging
+import shutil
+import tempfile
+from pathlib import Path
+from typing import TYPE_CHECKING
+from typing import Self
+
+from django.conf import settings
+
+from paperless.version import __full_version_str__
+
+if TYPE_CHECKING:
+    import datetime
+    from types import TracebackType
+
+    from paperless.parsers import MetadataEntry
+
+logger = logging.getLogger("paperless.parsing.remote")
+
+_SUPPORTED_MIME_TYPES: dict[str, str] = {
+    "application/pdf": ".pdf",
+    "image/png": ".png",
+    "image/jpeg": ".jpg",
+    "image/tiff": ".tiff",
+    "image/bmp": ".bmp",
+    "image/gif": ".gif",
+    "image/webp": ".webp",
+}
+
+
+class RemoteEngineConfig:
+    """Holds and validates the remote OCR engine configuration."""
+
+    def __init__(
+        self,
+        engine: str | None,
+        api_key: str | None = None,
+        endpoint: str | None = None,
+    ) -> None:
+        self.engine = engine
+        self.api_key = api_key
+        self.endpoint = endpoint
+
+    def engine_is_valid(self) -> bool:
+        """Return True when the engine is known and fully configured."""
+        return (
+            self.engine in ("azureai",)
+            and self.api_key is not None
+            and not (self.engine == "azureai" and self.endpoint is None)
+        )
+
+
+class RemoteDocumentParser:
+    """Parse documents via a remote OCR API (currently Azure AI Vision).
+
+    This parser sends documents to a remote engine that returns both
+    extracted text and a searchable PDF with an embedded text layer.
+    It does not depend on Tesseract or ocrmypdf.
+
+    Class attributes
+    ----------------
+    name : str
+        Human-readable parser name.
+    version : str
+        Semantic version string, kept in sync with Paperless-ngx releases.
+    author : str
+        Maintainer name.
+    url : str
+        Issue tracker / source URL.
+    """
+
+    name: str = "Paperless-ngx Remote OCR Parser"
+    version: str = __full_version_str__
+    author: str = "Paperless-ngx Contributors"
+    url: str = "https://github.com/paperless-ngx/paperless-ngx"
+
+    # ------------------------------------------------------------------
+    # Class methods
+    # ------------------------------------------------------------------
+
+    @classmethod
+    def supported_mime_types(cls) -> dict[str, str]:
+        """Return the MIME types this parser can handle.
+
+        The full set is always returned regardless of whether a remote
+        engine is configured.  The ``score()`` method handles the
+        "am I active?" logic by returning ``None`` when not configured.
+
+        Returns
+        -------
+        dict[str, str]
+            Mapping of MIME type to preferred file extension.
+        """
+        return _SUPPORTED_MIME_TYPES
+
+    @classmethod
+    def score(
+        cls,
+        mime_type: str,
+        filename: str,
+        path: Path | None = None,
+    ) -> int | None:
+        """Return the priority score for handling this file, or None.
+
+        Returns ``None`` when no valid remote engine is configured,
+        making the parser invisible to the registry for this file.
+        When configured, returns 20 — higher than the Tesseract parser's
+        default of 10 — so the remote engine takes priority.
+
+        Parameters
+        ----------
+        mime_type:
+            Detected MIME type of the file.
+        filename:
+            Original filename including extension.
+        path:
+            Optional filesystem path. Not inspected by this parser.
+
+        Returns
+        -------
+        int | None
+            20 when the remote engine is configured and the MIME type is
+            supported, otherwise None.
+        """
+        config = RemoteEngineConfig(
+            engine=settings.REMOTE_OCR_ENGINE,
+            api_key=settings.REMOTE_OCR_API_KEY,
+            endpoint=settings.REMOTE_OCR_ENDPOINT,
+        )
+        if not config.engine_is_valid():
+            return None
+        if mime_type not in _SUPPORTED_MIME_TYPES:
+            return None
+        return 20
+
+    # ------------------------------------------------------------------
+    # Properties
+    # ------------------------------------------------------------------
+
+    @property
+    def can_produce_archive(self) -> bool:
+        """Whether this parser can produce a searchable PDF archive copy.
+
+        Returns
+        -------
+        bool
+            Always True — the remote engine always returns a PDF with an
+            embedded text layer that serves as the archive copy.
+        """
+        return True
+
+    @property
+    def requires_pdf_rendition(self) -> bool:
+        """Whether the parser must produce a PDF for the frontend to display.
+
+        Returns
+        -------
+        bool
+            Always False — all supported originals are displayable by
+            the browser (PDF) or handled via the archive copy (images).
+        """
+        return False
+
+    # ------------------------------------------------------------------
+    # Lifecycle
+    # ------------------------------------------------------------------
+
+    def __init__(self, logging_group: object = None) -> None:
+        settings.SCRATCH_DIR.mkdir(parents=True, exist_ok=True)
+        self._tempdir = Path(
+            tempfile.mkdtemp(prefix="paperless-", dir=settings.SCRATCH_DIR),
+        )
+        self._logging_group = logging_group
+        self._text: str | None = None
+        self._archive_path: Path | None = None
+
+    def __enter__(self) -> Self:
+        return self
+
+    def __exit__(
+        self,
+        exc_type: type[BaseException] | None,
+        exc_val: BaseException | None,
+        exc_tb: TracebackType | None,
+    ) -> None:
+        logger.debug("Cleaning up temporary directory %s", self._tempdir)
+        shutil.rmtree(self._tempdir, ignore_errors=True)
+
+    # ------------------------------------------------------------------
+    # Core parsing interface
+    # ------------------------------------------------------------------
+
+    def parse(
+        self,
+        document_path: Path,
+        mime_type: str,
+        *,
+        produce_archive: bool = True,
+    ) -> None:
+        """Send the document to the remote engine and store results.
+
+        Parameters
+        ----------
+        document_path:
+            Absolute path to the document file to parse.
+        mime_type:
+            Detected MIME type of the document.
+        produce_archive:
+            Ignored — the remote engine always returns a searchable PDF,
+            which is stored as the archive copy regardless of this flag.
+        """
+        config = RemoteEngineConfig(
+            engine=settings.REMOTE_OCR_ENGINE,
+            api_key=settings.REMOTE_OCR_API_KEY,
+            endpoint=settings.REMOTE_OCR_ENDPOINT,
+        )
+
+        if not config.engine_is_valid():
+            logger.warning(
+                "No valid remote parser engine is configured, content will be empty.",
+            )
+            self._text = ""
+            return
+
+        if config.engine == "azureai":
+            self._text = self._azure_ai_vision_parse(document_path, config)
+
+    # ------------------------------------------------------------------
+    # Result accessors
+    # ------------------------------------------------------------------
+
+    def get_text(self) -> str | None:
+        """Return the plain-text content extracted during parse."""
+        return self._text
+
+    def get_date(self) -> datetime.datetime | None:
+        """Return the document date detected during parse.
+
+        Returns
+        -------
+        datetime.datetime | None
+            Always None — the remote parser does not detect dates.
+        """
+        return None
+
+    def get_archive_path(self) -> Path | None:
+        """Return the path to the generated archive PDF, or None."""
+        return self._archive_path
+
+    # ------------------------------------------------------------------
+    # Thumbnail and metadata
+    # ------------------------------------------------------------------
+
+    def get_thumbnail(self, document_path: Path, mime_type: str) -> Path:
+        """Generate a thumbnail image for the document.
+
+        Uses the archive PDF produced by the remote engine when available,
+        otherwise falls back to the original document path (PDF inputs).
+
+        Parameters
+        ----------
+        document_path:
+            Absolute path to the source document.
+        mime_type:
+            Detected MIME type of the document.
+
+        Returns
+        -------
+        Path
+            Path to the generated WebP thumbnail inside the temp directory.
+        """
+        # make_thumbnail_from_pdf lives in documents.parsers for now;
+        # it will move to paperless.parsers.utils when the tesseract
+        # parser is migrated in a later phase.
+        from documents.parsers import make_thumbnail_from_pdf
+
+        return make_thumbnail_from_pdf(
+            self._archive_path or document_path,
+            self._tempdir,
+            self._logging_group,
+        )
+
+    def get_page_count(
+        self,
+        document_path: Path,
+        mime_type: str,
+    ) -> int | None:
+        """Return the number of pages in a PDF document.
+
+        Parameters
+        ----------
+        document_path:
+            Absolute path to the source document.
+        mime_type:
+            Detected MIME type of the document.
+
+        Returns
+        -------
+        int | None
+            Page count for PDF inputs, or ``None`` for other MIME types.
+        """
+        if mime_type != "application/pdf":
+            return None
+
+        from paperless.parsers.utils import get_page_count_for_pdf
+
+        return get_page_count_for_pdf(document_path, log=logger)
+
+    def extract_metadata(
+        self,
+        document_path: Path,
+        mime_type: str,
+    ) -> list[MetadataEntry]:
+        """Extract format-specific metadata from the document.
+
+        Delegates to the shared pikepdf-based extractor for PDF files.
+        Returns ``[]`` for all other MIME types.
+
+        Parameters
+        ----------
+        document_path:
+            Absolute path to the file to extract metadata from.
+        mime_type:
+            MIME type of the file.  May be ``"application/pdf"`` when
+            called for the archive version of an image original.
+
+        Returns
+        -------
+        list[MetadataEntry]
+            Zero or more metadata entries.
+        """
+        if mime_type != "application/pdf":
+            return []
+
+        from paperless.parsers.utils import extract_pdf_metadata
+
+        return extract_pdf_metadata(document_path, log=logger)
+
+    # ------------------------------------------------------------------
+    # Private helpers
+    # ------------------------------------------------------------------
+
+    def _azure_ai_vision_parse(
+        self,
+        file: Path,
+        config: RemoteEngineConfig,
+    ) -> str | None:
+        """Send ``file`` to Azure AI Document Intelligence and return text.
+
+        Downloads the searchable PDF output from Azure and stores it at
+        ``self._archive_path``.  Returns the extracted text content, or
+        ``None`` on failure (the error is logged).
+
+        Parameters
+        ----------
+        file:
+            Absolute path to the document to analyse.
+        config:
+            Validated remote engine configuration.
+
+        Returns
+        -------
+        str | None
+            Extracted text, or None if the Azure call failed.
+        """
+        if TYPE_CHECKING:
+            # Callers must have already validated config via engine_is_valid():
+            # engine_is_valid() asserts api_key is not None and (for azureai)
+            # endpoint is not None, so these casts are provably safe.
+            assert config.endpoint is not None
+            assert config.api_key is not 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=config.endpoint,
+            credential=AzureKeyCredential(config.api_key),
+        )
+
+        try:
+            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],
+                    content_type="application/json",
+                )
+
+            poller.wait()
+            result_id = poller.details["operation_id"]
+            result = poller.result()
+
+            self._archive_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
+
+        except Exception as e:
+            logger.error("Azure AI Vision parsing failed: %s", e)
+
+        finally:
+            client.close()
+
+        return None

src/paperless/parsers/text.py

@@ -0,0 +1,320 @@
+"""
+Built-in plain-text document parser.
+
+Handles text/plain, text/csv, and application/csv MIME types by reading the
+file content directly.  Thumbnails are generated by rendering a page-sized
+WebP image from the first 100,000 characters using Pillow.
+"""
+
+from __future__ import annotations
+
+import logging
+import shutil
+import tempfile
+from pathlib import Path
+from typing import TYPE_CHECKING
+from typing import Self
+
+from django.conf import settings
+from PIL import Image
+from PIL import ImageDraw
+from PIL import ImageFont
+
+from paperless.version import __full_version_str__
+
+if TYPE_CHECKING:
+    import datetime
+    from types import TracebackType
+
+    from paperless.parsers import MetadataEntry
+
+logger = logging.getLogger("paperless.parsing.text")
+
+_SUPPORTED_MIME_TYPES: dict[str, str] = {
+    "text/plain": ".txt",
+    "text/csv": ".csv",
+    "application/csv": ".csv",
+}
+
+
+class TextDocumentParser:
+    """Parse plain-text documents (txt, csv) for Paperless-ngx.
+
+    This parser reads the file content directly as UTF-8 text and renders a
+    simple thumbnail using Pillow.  It does not perform OCR and does not
+    produce a searchable PDF archive copy.
+
+    Class attributes
+    ----------------
+    name : str
+        Human-readable parser name.
+    version : str
+        Semantic version string, kept in sync with Paperless-ngx releases.
+    author : str
+        Maintainer name.
+    url : str
+        Issue tracker / source URL.
+    """
+
+    name: str = "Paperless-ngx Text Parser"
+    version: str = __full_version_str__
+    author: str = "Paperless-ngx Contributors"
+    url: str = "https://github.com/paperless-ngx/paperless-ngx"
+
+    # ------------------------------------------------------------------
+    # Class methods
+    # ------------------------------------------------------------------
+
+    @classmethod
+    def supported_mime_types(cls) -> dict[str, str]:
+        """Return the MIME types this parser handles.
+
+        Returns
+        -------
+        dict[str, str]
+            Mapping of MIME type to preferred file extension.
+        """
+        return _SUPPORTED_MIME_TYPES
+
+    @classmethod
+    def score(
+        cls,
+        mime_type: str,
+        filename: str,
+        path: Path | None = None,
+    ) -> int | None:
+        """Return the priority score for handling this file.
+
+        Parameters
+        ----------
+        mime_type:
+            Detected MIME type of the file.
+        filename:
+            Original filename including extension.
+        path:
+            Optional filesystem path. Not inspected by this parser.
+
+        Returns
+        -------
+        int | None
+            10 if the MIME type is supported, otherwise None.
+        """
+        if mime_type in _SUPPORTED_MIME_TYPES:
+            return 10
+        return None
+
+    # ------------------------------------------------------------------
+    # Properties
+    # ------------------------------------------------------------------
+
+    @property
+    def can_produce_archive(self) -> bool:
+        """Whether this parser can produce a searchable PDF archive copy.
+
+        Returns
+        -------
+        bool
+            Always False — the text parser does not produce a PDF archive.
+        """
+        return False
+
+    @property
+    def requires_pdf_rendition(self) -> bool:
+        """Whether the parser must produce a PDF for the frontend to display.
+
+        Returns
+        -------
+        bool
+            Always False — plain text files are displayable as-is.
+        """
+        return False
+
+    # ------------------------------------------------------------------
+    # Lifecycle
+    # ------------------------------------------------------------------
+
+    def __init__(self, logging_group: object = None) -> None:
+        settings.SCRATCH_DIR.mkdir(parents=True, exist_ok=True)
+        self._tempdir = Path(
+            tempfile.mkdtemp(prefix="paperless-", dir=settings.SCRATCH_DIR),
+        )
+        self._text: str | None = None
+
+    def __enter__(self) -> Self:
+        return self
+
+    def __exit__(
+        self,
+        exc_type: type[BaseException] | None,
+        exc_val: BaseException | None,
+        exc_tb: TracebackType | None,
+    ) -> None:
+        logger.debug("Cleaning up temporary directory %s", self._tempdir)
+        shutil.rmtree(self._tempdir, ignore_errors=True)
+
+    # ------------------------------------------------------------------
+    # Core parsing interface
+    # ------------------------------------------------------------------
+
+    def parse(
+        self,
+        document_path: Path,
+        mime_type: str,
+        *,
+        produce_archive: bool = True,
+    ) -> None:
+        """Read the document and store its text content.
+
+        Parameters
+        ----------
+        document_path:
+            Absolute path to the text file.
+        mime_type:
+            Detected MIME type of the document.
+        produce_archive:
+            Ignored — this parser never produces a PDF archive.
+
+        Raises
+        ------
+        documents.parsers.ParseError
+            If the file cannot be read.
+        """
+        self._text = self._read_text(document_path)
+
+    # ------------------------------------------------------------------
+    # Result accessors
+    # ------------------------------------------------------------------
+
+    def get_text(self) -> str | None:
+        """Return the plain-text content extracted during parse.
+
+        Returns
+        -------
+        str | None
+            Extracted text, or None if parse has not been called yet.
+        """
+        return self._text
+
+    def get_date(self) -> datetime.datetime | None:
+        """Return the document date detected during parse.
+
+        Returns
+        -------
+        datetime.datetime | None
+            Always None — the text parser does not detect dates.
+        """
+        return None
+
+    def get_archive_path(self) -> Path | None:
+        """Return the path to a generated archive PDF, or None.
+
+        Returns
+        -------
+        Path | None
+            Always None — the text parser does not produce a PDF archive.
+        """
+        return None
+
+    # ------------------------------------------------------------------
+    # Thumbnail and metadata
+    # ------------------------------------------------------------------
+
+    def get_thumbnail(self, document_path: Path, mime_type: str) -> Path:
+        """Render the first portion of the document as a WebP thumbnail.
+
+        Parameters
+        ----------
+        document_path:
+            Absolute path to the source document.
+        mime_type:
+            Detected MIME type of the document.
+
+        Returns
+        -------
+        Path
+            Path to the generated WebP thumbnail inside the temporary directory.
+        """
+        max_chars = 100_000
+        file_size_limit = 50 * 1024 * 1024
+
+        if document_path.stat().st_size > file_size_limit:
+            text = "[File too large to preview]"
+        else:
+            with Path(document_path).open("r", encoding="utf-8", errors="replace") as f:
+                text = f.read(max_chars)
+
+        img = Image.new("RGB", (500, 700), color="white")
+        draw = ImageDraw.Draw(img)
+        font = ImageFont.truetype(
+            font=settings.THUMBNAIL_FONT_NAME,
+            size=20,
+            layout_engine=ImageFont.Layout.BASIC,
+        )
+        draw.multiline_text((5, 5), text, font=font, fill="black", spacing=4)
+
+        out_path = self._tempdir / "thumb.webp"
+        img.save(out_path, format="WEBP")
+
+        return out_path
+
+    def get_page_count(
+        self,
+        document_path: Path,
+        mime_type: str,
+    ) -> int | None:
+        """Return the number of pages in the document.
+
+        Parameters
+        ----------
+        document_path:
+            Absolute path to the source document.
+        mime_type:
+            Detected MIME type of the document.
+
+        Returns
+        -------
+        int | None
+            Always None — page count is not meaningful for plain text.
+        """
+        return None
+
+    def extract_metadata(
+        self,
+        document_path: Path,
+        mime_type: str,
+    ) -> list[MetadataEntry]:
+        """Extract format-specific metadata from the document.
+
+        Returns
+        -------
+        list[MetadataEntry]
+            Always ``[]`` — plain text files carry no structured metadata.
+        """
+        return []
+
+    # ------------------------------------------------------------------
+    # Private helpers
+    # ------------------------------------------------------------------
+
+    def _read_text(self, filepath: Path) -> str:
+        """Read file content, replacing invalid UTF-8 bytes rather than failing.
+
+        Parameters
+        ----------
+        filepath:
+            Path to the file to read.
+
+        Returns
+        -------
+        str
+            File content as a string.
+        """
+        try:
+            return filepath.read_text(encoding="utf-8")
+        except UnicodeDecodeError as exc:
+            logger.warning(
+                "Unicode error reading %s, replacing bad bytes: %s",
+                filepath,
+                exc,
+            )
+            return filepath.read_bytes().decode("utf-8", errors="replace")

src/paperless/parsers/utils.py

@@ -0,0 +1,130 @@
+"""
+Shared utilities for Paperless-ngx document parsers.
+
+Functions here are format-neutral helpers that multiple parsers need.
+Keeping them here avoids parsers inheriting from each other just to
+share implementation.
+"""
+
+from __future__ import annotations
+
+import logging
+import re
+from typing import TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from pathlib import Path
+
+    from paperless.parsers import MetadataEntry
+
+logger = logging.getLogger("paperless.parsers.utils")
+
+
+def get_page_count_for_pdf(
+    document_path: Path,
+    log: logging.Logger | None = None,
+) -> int | None:
+    """Return the number of pages in a PDF file using pikepdf.
+
+    Parameters
+    ----------
+    document_path:
+        Absolute path to the PDF file.
+    log:
+        Logger to use for warnings.  Falls back to the module-level logger
+        when omitted.
+
+    Returns
+    -------
+    int | None
+        Page count, or ``None`` if the file cannot be opened or is not a
+        valid PDF.
+    """
+    import pikepdf
+
+    _log = log or logger
+
+    try:
+        with pikepdf.Pdf.open(document_path) as pdf:
+            return len(pdf.pages)
+    except Exception as e:
+        _log.warning("Unable to determine PDF page count for %s: %s", document_path, e)
+        return None
+
+
+def extract_pdf_metadata(
+    document_path: Path,
+    log: logging.Logger | None = None,
+) -> list[MetadataEntry]:
+    """Extract XMP/PDF metadata from a PDF file using pikepdf.
+
+    Reads all XMP metadata entries from the document and returns them as a
+    list of ``MetadataEntry`` dicts.  The method never raises — any failure
+    to open the file or read a specific key is logged and skipped.
+
+    Parameters
+    ----------
+    document_path:
+        Absolute path to the PDF file.
+    log:
+        Logger to use for warnings and debug messages.  Falls back to the
+        module-level logger when omitted.
+
+    Returns
+    -------
+    list[MetadataEntry]
+        Zero or more metadata entries.  Returns ``[]`` if the file cannot
+        be opened or contains no readable XMP metadata.
+    """
+    import pikepdf
+
+    from paperless.parsers import MetadataEntry
+
+    _log = log or logger
+    result: list[MetadataEntry] = []
+    namespace_pattern = re.compile(r"\{(.*)\}(.*)")
+
+    try:
+        pdf = pikepdf.open(document_path)
+        meta = pdf.open_metadata()
+    except Exception as e:
+        _log.warning("Could not open PDF metadata for %s: %s", document_path, e)
+        return []
+
+    for key, value in meta.items():
+        if isinstance(value, list):
+            value = " ".join(str(e) for e in value)
+        value = str(value)
+
+        try:
+            m = namespace_pattern.match(key)
+            if m is None:
+                continue
+
+            namespace = m.group(1)
+            key_value = m.group(2)
+
+            try:
+                namespace.encode("utf-8")
+                key_value.encode("utf-8")
+            except UnicodeEncodeError as enc_err:
+                _log.debug("Skipping metadata key %s: %s", key, enc_err)
+                continue
+
+            result.append(
+                MetadataEntry(
+                    namespace=namespace,
+                    prefix=meta.REVERSE_NS[namespace],
+                    key=key_value,
+                    value=value,
+                ),
+            )
+        except Exception as e:
+            _log.warning(
+                "Error reading metadata key %s value %s: %s",
+                key,
+                value,
+                e,
+            )
+
+    return result

src/paperless/tests/conftest.py

@@ -0,0 +1,48 @@
+"""
+Fixtures defined here are available to every test module under
+src/paperless/tests/ (including sub-packages such as parsers/).
+
+Session-scoped fixtures for the shared samples directory live here so
+sub-package conftest files can reference them without duplicating path logic.
+Parser-specific fixtures (concrete parser instances, format-specific sample
+files) live in paperless/tests/parsers/conftest.py.
+"""
+
+from __future__ import annotations
+
+from pathlib import Path
+from typing import TYPE_CHECKING
+
+import pytest
+
+from paperless.parsers.registry import reset_parser_registry
+
+if TYPE_CHECKING:
+    from collections.abc import Generator
+
+
+@pytest.fixture(scope="session")
+def samples_dir() -> Path:
+    """Absolute path to the shared parser sample files directory.
+
+    Sub-package conftest files derive format-specific paths from this root,
+    e.g. ``samples_dir / "text" / "test.txt"``.
+
+    Returns
+    -------
+    Path
+        Directory containing all sample documents used by parser tests.
+    """
+    return (Path(__file__).parent / "samples").resolve()
+
+
+@pytest.fixture(autouse=True)
+def clean_registry() -> Generator[None, None, None]:
+    """Reset the parser registry before and after every test.
+
+    This prevents registry state from leaking between tests that call
+    get_parser_registry() or init_builtin_parsers().
+    """
+    reset_parser_registry()
+    yield
+    reset_parser_registry()

src/paperless/tests/parsers/conftest.py

@@ -0,0 +1,165 @@
+"""
+Parser fixtures that are used across multiple test modules in this package
+are defined here.  Format-specific sample-file fixtures are grouped by parser
+so it is easy to see which files belong to which test module.
+"""
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING
+
+import pytest
+
+from paperless.parsers.remote import RemoteDocumentParser
+from paperless.parsers.text import TextDocumentParser
+
+if TYPE_CHECKING:
+    from collections.abc import Generator
+    from pathlib import Path
+
+    from pytest_django.fixtures import SettingsWrapper
+
+
+# ------------------------------------------------------------------
+# Text parser sample files
+# ------------------------------------------------------------------
+
+
+@pytest.fixture(scope="session")
+def text_samples_dir(samples_dir: Path) -> Path:
+    """Absolute path to the text parser sample files directory.
+
+    Returns
+    -------
+    Path
+        ``<samples_dir>/text/``
+    """
+    return samples_dir / "text"
+
+
+@pytest.fixture(scope="session")
+def sample_txt_file(text_samples_dir: Path) -> Path:
+    """Path to a valid UTF-8 plain-text sample file.
+
+    Returns
+    -------
+    Path
+        Absolute path to ``text/test.txt``.
+    """
+    return text_samples_dir / "test.txt"
+
+
+@pytest.fixture(scope="session")
+def malformed_txt_file(text_samples_dir: Path) -> Path:
+    """Path to a text file containing invalid UTF-8 bytes.
+
+    Returns
+    -------
+    Path
+        Absolute path to ``text/decode_error.txt``.
+    """
+    return text_samples_dir / "decode_error.txt"
+
+
+# ------------------------------------------------------------------
+# Text parser instance
+# ------------------------------------------------------------------
+
+
+@pytest.fixture()
+def text_parser() -> Generator[TextDocumentParser, None, None]:
+    """Yield a TextDocumentParser and clean up its temporary directory afterwards.
+
+    Yields
+    ------
+    TextDocumentParser
+        A ready-to-use parser instance.
+    """
+    with TextDocumentParser() as parser:
+        yield parser
+
+
+# ------------------------------------------------------------------
+# Remote parser sample files
+# ------------------------------------------------------------------
+
+
+@pytest.fixture(scope="session")
+def remote_samples_dir(samples_dir: Path) -> Path:
+    """Absolute path to the remote parser sample files directory.
+
+    Returns
+    -------
+    Path
+        ``<samples_dir>/remote/``
+    """
+    return samples_dir / "remote"
+
+
+@pytest.fixture(scope="session")
+def sample_pdf_file(remote_samples_dir: Path) -> Path:
+    """Path to a simple digital PDF sample file.
+
+    Returns
+    -------
+    Path
+        Absolute path to ``remote/simple-digital.pdf``.
+    """
+    return remote_samples_dir / "simple-digital.pdf"
+
+
+# ------------------------------------------------------------------
+# Remote parser instance
+# ------------------------------------------------------------------
+
+
+@pytest.fixture()
+def remote_parser() -> Generator[RemoteDocumentParser, None, None]:
+    """Yield a RemoteDocumentParser and clean up its temporary directory afterwards.
+
+    Yields
+    ------
+    RemoteDocumentParser
+        A ready-to-use parser instance.
+    """
+    with RemoteDocumentParser() as parser:
+        yield parser
+
+
+# ------------------------------------------------------------------
+# Remote parser settings helpers
+# ------------------------------------------------------------------
+
+
+@pytest.fixture()
+def azure_settings(settings: SettingsWrapper) -> SettingsWrapper:
+    """Configure Django settings for a valid Azure AI OCR engine.
+
+    Sets ``REMOTE_OCR_ENGINE``, ``REMOTE_OCR_API_KEY``, and
+    ``REMOTE_OCR_ENDPOINT`` to test values.  Settings are restored
+    automatically after the test by pytest-django.
+
+    Returns
+    -------
+    SettingsWrapper
+        The modified settings object (for chaining further overrides).
+    """
+    settings.REMOTE_OCR_ENGINE = "azureai"
+    settings.REMOTE_OCR_API_KEY = "test-api-key"
+    settings.REMOTE_OCR_ENDPOINT = "https://test.cognitiveservices.azure.com"
+    return settings
+
+
+@pytest.fixture()
+def no_engine_settings(settings: SettingsWrapper) -> SettingsWrapper:
+    """Configure Django settings with no remote engine configured.
+
+    Returns
+    -------
+    SettingsWrapper
+        The modified settings object.
+    """
+    settings.REMOTE_OCR_ENGINE = None
+    settings.REMOTE_OCR_API_KEY = None
+    settings.REMOTE_OCR_ENDPOINT = None
+    return settings

src/paperless/tests/parsers/test_remote_parser.py

@@ -0,0 +1,490 @@
+"""
+Tests for paperless.parsers.remote.RemoteDocumentParser.
+
+All tests use the context-manager protocol for parser lifecycle.
+
+Fixture layout
+--------------
+make_azure_mock  — factory (defined here; specific to this module)
+azure_client     — composes azure_settings + make_azure_mock + patch;
+                   use when a test needs the client to succeed
+failing_azure_client
+                 — composes azure_settings + patch with RuntimeError;
+                   use when a test needs the client to fail
+"""
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING
+from unittest.mock import Mock
+
+import pytest
+
+from paperless.parsers import ParserProtocol
+from paperless.parsers.remote import RemoteDocumentParser
+
+if TYPE_CHECKING:
+    from collections.abc import Callable
+    from pathlib import Path
+
+    from pytest_django.fixtures import SettingsWrapper
+    from pytest_mock import MockerFixture
+
+
+# ---------------------------------------------------------------------------
+# Module-local fixtures
+# ---------------------------------------------------------------------------
+
+_AZURE_CLIENT_TARGET = "azure.ai.documentintelligence.DocumentIntelligenceClient"
+_DEFAULT_TEXT = "Extracted text."
+
+
+@pytest.fixture()
+def make_azure_mock() -> Callable[[str], Mock]:
+    """Return a factory that builds a mock Azure DocumentIntelligenceClient.
+
+    Usage::
+
+        mock_client = make_azure_mock()            # default extracted text
+        mock_client = make_azure_mock("My text.")  # custom extracted text
+    """
+
+    def _factory(text: str = _DEFAULT_TEXT) -> Mock:
+        mock_client = Mock()
+        mock_poller = Mock()
+        mock_poller.wait.return_value = None
+        mock_poller.details = {"operation_id": "fake-op-id"}
+        mock_poller.result.return_value.content = text
+        mock_client.begin_analyze_document.return_value = mock_poller
+        mock_client.get_analyze_result_pdf.return_value = [b"%PDF-1.4 FAKE"]
+        return mock_client
+
+    return _factory
+
+
+@pytest.fixture()
+def azure_client(
+    azure_settings: SettingsWrapper,
+    make_azure_mock: Callable[[str], Mock],
+    mocker: MockerFixture,
+) -> Mock:
+    """Patch the Azure DI client with a succeeding mock and return the instance.
+
+    Implicitly applies ``azure_settings`` so tests using this fixture do not
+    also need ``@pytest.mark.usefixtures("azure_settings")``.
+    """
+    mock_client = make_azure_mock()
+    mocker.patch(_AZURE_CLIENT_TARGET, return_value=mock_client)
+    return mock_client
+
+
+@pytest.fixture()
+def failing_azure_client(
+    azure_settings: SettingsWrapper,
+    mocker: MockerFixture,
+) -> Mock:
+    """Patch the Azure DI client to raise RuntimeError on every call.
+
+    Implicitly applies ``azure_settings``.  Returns the mock instance so
+    tests can assert on calls such as ``close()``.
+    """
+    mock_client = Mock()
+    mock_client.begin_analyze_document.side_effect = RuntimeError("network failure")
+    mocker.patch(_AZURE_CLIENT_TARGET, return_value=mock_client)
+    return mock_client
+
+
+# ---------------------------------------------------------------------------
+# Protocol contract
+# ---------------------------------------------------------------------------
+
+
+class TestRemoteParserProtocol:
+    """Verify that RemoteDocumentParser satisfies the ParserProtocol contract."""
+
+    def test_isinstance_satisfies_protocol(
+        self,
+        remote_parser: RemoteDocumentParser,
+    ) -> None:
+        assert isinstance(remote_parser, ParserProtocol)
+
+    def test_class_attributes_present(self) -> None:
+        assert isinstance(RemoteDocumentParser.name, str) and RemoteDocumentParser.name
+        assert (
+            isinstance(RemoteDocumentParser.version, str)
+            and RemoteDocumentParser.version
+        )
+        assert (
+            isinstance(RemoteDocumentParser.author, str) and RemoteDocumentParser.author
+        )
+        assert isinstance(RemoteDocumentParser.url, str) and RemoteDocumentParser.url
+
+
+# ---------------------------------------------------------------------------
+# supported_mime_types
+# ---------------------------------------------------------------------------
+
+
+class TestRemoteParserSupportedMimeTypes:
+    """supported_mime_types() always returns the full set regardless of config."""
+
+    def test_returns_dict(self) -> None:
+        mime_types = RemoteDocumentParser.supported_mime_types()
+        assert isinstance(mime_types, dict)
+
+    def test_includes_all_expected_types(self) -> None:
+        mime_types = RemoteDocumentParser.supported_mime_types()
+        expected = {
+            "application/pdf",
+            "image/png",
+            "image/jpeg",
+            "image/tiff",
+            "image/bmp",
+            "image/gif",
+            "image/webp",
+        }
+        assert expected == set(mime_types.keys())
+
+    @pytest.mark.usefixtures("no_engine_settings")
+    def test_returns_full_set_when_not_configured(self) -> None:
+        """
+        GIVEN: No remote engine is configured
+        WHEN:  supported_mime_types() is called
+        THEN:  The full MIME type dict is still returned (score() handles activation)
+        """
+        mime_types = RemoteDocumentParser.supported_mime_types()
+        assert len(mime_types) == 7
+
+
+# ---------------------------------------------------------------------------
+# score()
+# ---------------------------------------------------------------------------
+
+
+class TestRemoteParserScore:
+    """score() encodes the activation logic: None when unconfigured, 20 when active."""
+
+    @pytest.mark.usefixtures("azure_settings")
+    @pytest.mark.parametrize(
+        "mime_type",
+        [
+            pytest.param("application/pdf", id="pdf"),
+            pytest.param("image/png", id="png"),
+            pytest.param("image/jpeg", id="jpeg"),
+            pytest.param("image/tiff", id="tiff"),
+            pytest.param("image/bmp", id="bmp"),
+            pytest.param("image/gif", id="gif"),
+            pytest.param("image/webp", id="webp"),
+        ],
+    )
+    def test_score_returns_20_when_configured(self, mime_type: str) -> None:
+        result = RemoteDocumentParser.score(mime_type, "doc.pdf")
+        assert result == 20
+
+    @pytest.mark.usefixtures("no_engine_settings")
+    @pytest.mark.parametrize(
+        "mime_type",
+        [
+            pytest.param("application/pdf", id="pdf"),
+            pytest.param("image/png", id="png"),
+            pytest.param("image/jpeg", id="jpeg"),
+        ],
+    )
+    def test_score_returns_none_when_no_engine(self, mime_type: str) -> None:
+        result = RemoteDocumentParser.score(mime_type, "doc.pdf")
+        assert result is None
+
+    def test_score_returns_none_when_api_key_missing(
+        self,
+        settings: SettingsWrapper,
+    ) -> None:
+        settings.REMOTE_OCR_ENGINE = "azureai"
+        settings.REMOTE_OCR_API_KEY = None
+        settings.REMOTE_OCR_ENDPOINT = "https://test.cognitiveservices.azure.com"
+        result = RemoteDocumentParser.score("application/pdf", "doc.pdf")
+        assert result is None
+
+    def test_score_returns_none_when_endpoint_missing(
+        self,
+        settings: SettingsWrapper,
+    ) -> None:
+        settings.REMOTE_OCR_ENGINE = "azureai"
+        settings.REMOTE_OCR_API_KEY = "key"
+        settings.REMOTE_OCR_ENDPOINT = None
+        result = RemoteDocumentParser.score("application/pdf", "doc.pdf")
+        assert result is None
+
+    @pytest.mark.usefixtures("azure_settings")
+    def test_score_returns_none_for_unsupported_mime_type(self) -> None:
+        result = RemoteDocumentParser.score("text/plain", "doc.txt")
+        assert result is None
+
+    @pytest.mark.usefixtures("azure_settings")
+    def test_score_higher_than_tesseract_default(self) -> None:
+        """Remote parser (20) outranks the tesseract default (10) when configured."""
+        score = RemoteDocumentParser.score("application/pdf", "doc.pdf")
+        assert score is not None and score > 10
+
+
+# ---------------------------------------------------------------------------
+# Properties
+# ---------------------------------------------------------------------------
+
+
+class TestRemoteParserProperties:
+    def test_can_produce_archive_is_true(
+        self,
+        remote_parser: RemoteDocumentParser,
+    ) -> None:
+        assert remote_parser.can_produce_archive is True
+
+    def test_requires_pdf_rendition_is_false(
+        self,
+        remote_parser: RemoteDocumentParser,
+    ) -> None:
+        assert remote_parser.requires_pdf_rendition is False
+
+
+# ---------------------------------------------------------------------------
+# Lifecycle
+# ---------------------------------------------------------------------------
+
+
+class TestRemoteParserLifecycle:
+    def test_context_manager_cleans_up_tempdir(self) -> None:
+        with RemoteDocumentParser() as parser:
+            tempdir = parser._tempdir
+            assert tempdir.exists()
+        assert not tempdir.exists()
+
+    def test_context_manager_cleans_up_after_exception(self) -> None:
+        tempdir: Path | None = None
+        with pytest.raises(RuntimeError):
+            with RemoteDocumentParser() as parser:
+                tempdir = parser._tempdir
+                raise RuntimeError("boom")
+        assert tempdir is not None
+        assert not tempdir.exists()
+
+
+# ---------------------------------------------------------------------------
+# parse() — happy path
+# ---------------------------------------------------------------------------
+
+
+class TestRemoteParserParse:
+    def test_parse_returns_text_from_azure(
+        self,
+        remote_parser: RemoteDocumentParser,
+        sample_pdf_file: Path,
+        azure_client: Mock,
+    ) -> None:
+        remote_parser.parse(sample_pdf_file, "application/pdf")
+
+        assert remote_parser.get_text() == _DEFAULT_TEXT
+
+    def test_parse_sets_archive_path(
+        self,
+        remote_parser: RemoteDocumentParser,
+        sample_pdf_file: Path,
+        azure_client: Mock,
+    ) -> None:
+        remote_parser.parse(sample_pdf_file, "application/pdf")
+
+        archive = remote_parser.get_archive_path()
+        assert archive is not None
+        assert archive.exists()
+        assert archive.suffix == ".pdf"
+
+    def test_parse_closes_client_on_success(
+        self,
+        remote_parser: RemoteDocumentParser,
+        sample_pdf_file: Path,
+        azure_client: Mock,
+    ) -> None:
+        remote_parser.parse(sample_pdf_file, "application/pdf")
+
+        azure_client.close.assert_called_once()
+
+    @pytest.mark.usefixtures("no_engine_settings")
+    def test_parse_sets_empty_text_when_not_configured(
+        self,
+        remote_parser: RemoteDocumentParser,
+        sample_pdf_file: Path,
+    ) -> None:
+        remote_parser.parse(sample_pdf_file, "application/pdf")
+
+        assert remote_parser.get_text() == ""
+        assert remote_parser.get_archive_path() is None
+
+    def test_get_text_none_before_parse(
+        self,
+        remote_parser: RemoteDocumentParser,
+    ) -> None:
+        assert remote_parser.get_text() is None
+
+    def test_get_date_always_none(
+        self,
+        remote_parser: RemoteDocumentParser,
+        sample_pdf_file: Path,
+        azure_client: Mock,
+    ) -> None:
+        remote_parser.parse(sample_pdf_file, "application/pdf")
+
+        assert remote_parser.get_date() is None
+
+
+# ---------------------------------------------------------------------------
+# parse() — Azure failure path
+# ---------------------------------------------------------------------------
+
+
+class TestRemoteParserParseError:
+    def test_parse_returns_none_on_azure_error(
+        self,
+        remote_parser: RemoteDocumentParser,
+        sample_pdf_file: Path,
+        failing_azure_client: Mock,
+    ) -> None:
+        remote_parser.parse(sample_pdf_file, "application/pdf")
+
+        assert remote_parser.get_text() is None
+
+    def test_parse_closes_client_on_error(
+        self,
+        remote_parser: RemoteDocumentParser,
+        sample_pdf_file: Path,
+        failing_azure_client: Mock,
+    ) -> None:
+        remote_parser.parse(sample_pdf_file, "application/pdf")
+
+        failing_azure_client.close.assert_called_once()
+
+    def test_parse_logs_error_on_azure_failure(
+        self,
+        remote_parser: RemoteDocumentParser,
+        sample_pdf_file: Path,
+        failing_azure_client: Mock,
+        mocker: MockerFixture,
+    ) -> None:
+        mock_log = mocker.patch("paperless.parsers.remote.logger")
+
+        remote_parser.parse(sample_pdf_file, "application/pdf")
+
+        mock_log.error.assert_called_once()
+        assert "Azure AI Vision parsing failed" in mock_log.error.call_args[0][0]
+
+
+# ---------------------------------------------------------------------------
+# get_page_count()
+# ---------------------------------------------------------------------------
+
+
+class TestRemoteParserPageCount:
+    def test_page_count_for_pdf(
+        self,
+        remote_parser: RemoteDocumentParser,
+        sample_pdf_file: Path,
+    ) -> None:
+        count = remote_parser.get_page_count(sample_pdf_file, "application/pdf")
+        assert isinstance(count, int)
+        assert count >= 1
+
+    def test_page_count_returns_none_for_image_mime(
+        self,
+        remote_parser: RemoteDocumentParser,
+        sample_pdf_file: Path,
+    ) -> None:
+        count = remote_parser.get_page_count(sample_pdf_file, "image/png")
+        assert count is None
+
+    def test_page_count_returns_none_for_invalid_pdf(
+        self,
+        remote_parser: RemoteDocumentParser,
+        tmp_path: Path,
+    ) -> None:
+        bad_pdf = tmp_path / "bad.pdf"
+        bad_pdf.write_bytes(b"not a pdf at all")
+        count = remote_parser.get_page_count(bad_pdf, "application/pdf")
+        assert count is None
+
+
+# ---------------------------------------------------------------------------
+# extract_metadata()
+# ---------------------------------------------------------------------------
+
+
+class TestRemoteParserMetadata:
+    def test_extract_metadata_non_pdf_returns_empty(
+        self,
+        remote_parser: RemoteDocumentParser,
+        sample_pdf_file: Path,
+    ) -> None:
+        result = remote_parser.extract_metadata(sample_pdf_file, "image/png")
+        assert result == []
+
+    def test_extract_metadata_pdf_returns_list(
+        self,
+        remote_parser: RemoteDocumentParser,
+        sample_pdf_file: Path,
+    ) -> None:
+        result = remote_parser.extract_metadata(sample_pdf_file, "application/pdf")
+        assert isinstance(result, list)
+
+    def test_extract_metadata_pdf_entries_have_required_keys(
+        self,
+        remote_parser: RemoteDocumentParser,
+        sample_pdf_file: Path,
+    ) -> None:
+        result = remote_parser.extract_metadata(sample_pdf_file, "application/pdf")
+        for entry in result:
+            assert "namespace" in entry
+            assert "prefix" in entry
+            assert "key" in entry
+            assert "value" in entry
+            assert isinstance(entry["value"], str)
+
+    def test_extract_metadata_does_not_raise_on_invalid_pdf(
+        self,
+        remote_parser: RemoteDocumentParser,
+        tmp_path: Path,
+    ) -> None:
+        bad_pdf = tmp_path / "bad.pdf"
+        bad_pdf.write_bytes(b"not a pdf at all")
+        result = remote_parser.extract_metadata(bad_pdf, "application/pdf")
+        assert result == []
+
+
+# ---------------------------------------------------------------------------
+# Registry integration
+# ---------------------------------------------------------------------------
+
+
+class TestRemoteParserRegistry:
+    def test_registered_in_defaults(self) -> None:
+        from paperless.parsers.registry import ParserRegistry
+
+        registry = ParserRegistry()
+        registry.register_defaults()
+
+        assert RemoteDocumentParser in registry._builtins
+
+    @pytest.mark.usefixtures("azure_settings")
+    def test_get_parser_returns_remote_when_configured(self) -> None:
+        from paperless.parsers.registry import get_parser_registry
+
+        registry = get_parser_registry()
+        parser_cls = registry.get_parser_for_file("application/pdf", "doc.pdf")
+
+        assert parser_cls is RemoteDocumentParser
+
+    @pytest.mark.usefixtures("no_engine_settings")
+    def test_get_parser_returns_none_for_pdf_when_not_configured(self) -> None:
+        """With no tesseract parser registered yet, PDF has no handler if remote is off."""
+        from paperless.parsers.registry import ParserRegistry
+
+        registry = ParserRegistry()
+        registry.register_defaults()
+        parser_cls = registry.get_parser_for_file("application/pdf", "doc.pdf")
+
+        assert parser_cls is None

src/paperless/tests/parsers/test_text_parser.py

@@ -0,0 +1,256 @@
+"""
+Tests for paperless.parsers.text.TextDocumentParser.
+
+All tests use the context-manager protocol for parser lifecycle.  Sample
+files are provided by session-scoped fixtures defined in conftest.py.
+"""
+
+from __future__ import annotations
+
+import tempfile
+from pathlib import Path
+
+import pytest
+
+from paperless.parsers import ParserProtocol
+from paperless.parsers.text import TextDocumentParser
+
+
+class TestTextParserProtocol:
+    """Verify that TextDocumentParser satisfies the ParserProtocol contract."""
+
+    def test_isinstance_satisfies_protocol(
+        self,
+        text_parser: TextDocumentParser,
+    ) -> None:
+        assert isinstance(text_parser, ParserProtocol)
+
+    def test_class_attributes_present(self) -> None:
+        assert isinstance(TextDocumentParser.name, str) and TextDocumentParser.name
+        assert (
+            isinstance(TextDocumentParser.version, str) and TextDocumentParser.version
+        )
+        assert isinstance(TextDocumentParser.author, str) and TextDocumentParser.author
+        assert isinstance(TextDocumentParser.url, str) and TextDocumentParser.url
+
+    def test_supported_mime_types_returns_dict(self) -> None:
+        mime_types = TextDocumentParser.supported_mime_types()
+        assert isinstance(mime_types, dict)
+        assert "text/plain" in mime_types
+        assert "text/csv" in mime_types
+        assert "application/csv" in mime_types
+
+    @pytest.mark.parametrize(
+        ("mime_type", "expected"),
+        [
+            ("text/plain", 10),
+            ("text/csv", 10),
+            ("application/csv", 10),
+            ("application/pdf", None),
+            ("image/png", None),
+        ],
+    )
+    def test_score(self, mime_type: str, expected: int | None) -> None:
+        assert TextDocumentParser.score(mime_type, "file.txt") == expected
+
+    def test_can_produce_archive_is_false(
+        self,
+        text_parser: TextDocumentParser,
+    ) -> None:
+        assert text_parser.can_produce_archive is False
+
+    def test_requires_pdf_rendition_is_false(
+        self,
+        text_parser: TextDocumentParser,
+    ) -> None:
+        assert text_parser.requires_pdf_rendition is False
+
+
+class TestTextParserLifecycle:
+    """Verify context-manager behaviour and temporary directory cleanup."""
+
+    def test_context_manager_cleans_up_tempdir(self) -> None:
+        with TextDocumentParser() as parser:
+            tempdir = parser._tempdir
+            assert tempdir.exists()
+        assert not tempdir.exists()
+
+    def test_context_manager_cleans_up_after_exception(self) -> None:
+        tempdir: Path | None = None
+        with pytest.raises(RuntimeError):
+            with TextDocumentParser() as parser:
+                tempdir = parser._tempdir
+                raise RuntimeError("boom")
+        assert tempdir is not None
+        assert not tempdir.exists()
+
+
+class TestTextParserParse:
+    """Verify parse() and the result accessors."""
+
+    def test_parse_valid_utf8(
+        self,
+        text_parser: TextDocumentParser,
+        sample_txt_file: Path,
+    ) -> None:
+        text_parser.parse(sample_txt_file, "text/plain")
+
+        assert text_parser.get_text() == "This is a test file.\n"
+
+    def test_parse_returns_none_for_archive_path(
+        self,
+        text_parser: TextDocumentParser,
+        sample_txt_file: Path,
+    ) -> None:
+        text_parser.parse(sample_txt_file, "text/plain")
+
+        assert text_parser.get_archive_path() is None
+
+    def test_parse_returns_none_for_date(
+        self,
+        text_parser: TextDocumentParser,
+        sample_txt_file: Path,
+    ) -> None:
+        text_parser.parse(sample_txt_file, "text/plain")
+
+        assert text_parser.get_date() is None
+
+    def test_parse_invalid_utf8_bytes_replaced(
+        self,
+        text_parser: TextDocumentParser,
+        malformed_txt_file: Path,
+    ) -> None:
+        """
+        GIVEN:
+            - A text file containing invalid UTF-8 byte sequences
+        WHEN:
+            - The file is parsed
+        THEN:
+            - Parsing succeeds
+            - Invalid bytes are replaced with the Unicode replacement character
+        """
+        text_parser.parse(malformed_txt_file, "text/plain")
+
+        assert text_parser.get_text() == "Pantothens\ufffdure\n"
+
+    def test_get_text_none_before_parse(
+        self,
+        text_parser: TextDocumentParser,
+    ) -> None:
+        assert text_parser.get_text() is None
+
+
+class TestTextParserThumbnail:
+    """Verify thumbnail generation."""
+
+    def test_thumbnail_exists_and_is_file(
+        self,
+        text_parser: TextDocumentParser,
+        sample_txt_file: Path,
+    ) -> None:
+        thumb = text_parser.get_thumbnail(sample_txt_file, "text/plain")
+
+        assert thumb.exists()
+        assert thumb.is_file()
+
+    def test_thumbnail_large_file_does_not_read_all(
+        self,
+        text_parser: TextDocumentParser,
+    ) -> None:
+        """
+        GIVEN:
+            - A text file larger than 50 MB
+        WHEN:
+            - A thumbnail is requested
+        THEN:
+            - The thumbnail is generated without loading the full file
+        """
+        with tempfile.NamedTemporaryFile(
+            delete=False,
+            mode="w",
+            encoding="utf-8",
+            suffix=".txt",
+        ) as tmp:
+            tmp.write("A" * (51 * 1024 * 1024))
+            large_file = Path(tmp.name)
+
+        try:
+            thumb = text_parser.get_thumbnail(large_file, "text/plain")
+            assert thumb.exists()
+            assert thumb.is_file()
+        finally:
+            large_file.unlink(missing_ok=True)
+
+    def test_get_page_count_returns_none(
+        self,
+        text_parser: TextDocumentParser,
+        sample_txt_file: Path,
+    ) -> None:
+        assert text_parser.get_page_count(sample_txt_file, "text/plain") is None
+
+
+class TestTextParserMetadata:
+    """Verify extract_metadata behaviour."""
+
+    def test_extract_metadata_returns_empty_list(
+        self,
+        text_parser: TextDocumentParser,
+        sample_txt_file: Path,
+    ) -> None:
+        result = text_parser.extract_metadata(sample_txt_file, "text/plain")
+
+        assert result == []
+
+    def test_extract_metadata_returns_list_type(
+        self,
+        text_parser: TextDocumentParser,
+        sample_txt_file: Path,
+    ) -> None:
+        result = text_parser.extract_metadata(sample_txt_file, "text/plain")
+
+        assert isinstance(result, list)
+
+    def test_extract_metadata_ignores_mime_type(
+        self,
+        text_parser: TextDocumentParser,
+        sample_txt_file: Path,
+    ) -> None:
+        """extract_metadata returns [] regardless of the mime_type argument."""
+        assert text_parser.extract_metadata(sample_txt_file, "application/pdf") == []
+        assert text_parser.extract_metadata(sample_txt_file, "text/csv") == []
+
+
+class TestTextParserRegistry:
+    """Verify that TextDocumentParser is registered by default."""
+
+    def test_registered_in_defaults(self) -> None:
+        from paperless.parsers.registry import ParserRegistry
+
+        registry = ParserRegistry()
+        registry.register_defaults()
+
+        assert TextDocumentParser in registry._builtins
+
+    def test_get_parser_for_text_plain(self) -> None:
+        from paperless.parsers.registry import get_parser_registry
+
+        registry = get_parser_registry()
+        parser_cls = registry.get_parser_for_file("text/plain", "doc.txt")
+
+        assert parser_cls is TextDocumentParser
+
+    def test_get_parser_for_text_csv(self) -> None:
+        from paperless.parsers.registry import get_parser_registry
+
+        registry = get_parser_registry()
+        parser_cls = registry.get_parser_for_file("text/csv", "data.csv")
+
+        assert parser_cls is TextDocumentParser
+
+    def test_get_parser_for_unknown_type_returns_none(self) -> None:
+        from paperless.parsers.registry import get_parser_registry
+
+        registry = get_parser_registry()
+        parser_cls = registry.get_parser_for_file("application/pdf", "doc.pdf")
+
+        assert parser_cls is None

src/paperless/tests/test_registry.py

@@ -0,0 +1,714 @@
+"""
+Tests for :mod:`paperless.parsers` (ParserProtocol) and
+:mod:`paperless.parsers.registry` (ParserRegistry + module-level helpers).
+
+All tests use pytest-style functions/classes — no unittest.TestCase.
+The ``clean_registry`` fixture ensures complete isolation between tests by
+resetting the module-level singleton before and after every test.
+"""
+
+from __future__ import annotations
+
+import logging
+from importlib.metadata import EntryPoint
+from pathlib import Path
+from typing import Self
+from unittest.mock import MagicMock
+from unittest.mock import patch
+
+import pytest
+
+from paperless.parsers import ParserProtocol
+from paperless.parsers.registry import ParserRegistry
+from paperless.parsers.registry import get_parser_registry
+from paperless.parsers.registry import init_builtin_parsers
+from paperless.parsers.registry import reset_parser_registry
+
+
+@pytest.fixture()
+def dummy_parser_cls() -> type:
+    """Return a class that fully satisfies :class:`ParserProtocol`.
+
+    GIVEN: A need to exercise registry and Protocol logic with a minimal
+           but complete parser.
+    WHEN:  A test requests this fixture.
+    THEN:  A class with all required attributes and methods is returned.
+    """
+
+    class DummyParser:
+        name = "dummy-parser"
+        version = "0.1.0"
+        author = "Test Author"
+        url = "https://example.com/dummy-parser"
+
+        @classmethod
+        def supported_mime_types(cls) -> dict[str, str]:
+            return {"text/plain": ".txt"}
+
+        @classmethod
+        def score(
+            cls,
+            mime_type: str,
+            filename: str,
+            path: Path | None = None,
+        ) -> int | None:
+            return 10
+
+        @property
+        def can_produce_archive(self) -> bool:
+            return False
+
+        @property
+        def requires_pdf_rendition(self) -> bool:
+            return False
+
+        def parse(
+            self,
+            document_path: Path,
+            mime_type: str,
+            *,
+            produce_archive: bool = True,
+        ) -> None:
+            """
+            Required to exist, but doesn't need to do anything
+            """
+
+        def get_text(self) -> str | None:
+            return None
+
+        def get_date(self) -> None:
+            return None
+
+        def get_archive_path(self) -> Path | None:
+            return None
+
+        def get_thumbnail(
+            self,
+            document_path: Path,
+            mime_type: str,
+        ) -> Path:
+            return Path("/tmp/thumbnail.webp")
+
+        def get_page_count(
+            self,
+            document_path: Path,
+            mime_type: str,
+        ) -> int | None:
+            return None
+
+        def extract_metadata(
+            self,
+            document_path: Path,
+            mime_type: str,
+        ) -> list:
+            return []
+
+        def __enter__(self) -> Self:
+            return self
+
+        def __exit__(self, exc_type, exc_val, exc_tb) -> None:
+            """
+            Required to exist, but doesn't need to do anything
+            """
+
+    return DummyParser
+
+
+class TestParserProtocol:
+    """Verify runtime isinstance() checks against ParserProtocol."""
+
+    def test_compliant_class_instance_passes_isinstance(
+        self,
+        dummy_parser_cls: type,
+    ) -> None:
+        """
+        GIVEN: A class that implements every method required by ParserProtocol.
+        WHEN:  isinstance() is called with the Protocol.
+        THEN:  The check passes (returns True).
+        """
+        instance = dummy_parser_cls()
+        assert isinstance(instance, ParserProtocol)
+
+    def test_non_compliant_class_instance_fails_isinstance(self) -> None:
+        """
+        GIVEN: A plain class with no parser-related methods.
+        WHEN:  isinstance() is called with ParserProtocol.
+        THEN:  The check fails (returns False).
+        """
+
+        class Unrelated:
+            pass
+
+        assert not isinstance(Unrelated(), ParserProtocol)
+
+    @pytest.mark.parametrize(
+        "missing_method",
+        [
+            pytest.param("parse", id="missing-parse"),
+            pytest.param("get_text", id="missing-get_text"),
+            pytest.param("get_thumbnail", id="missing-get_thumbnail"),
+            pytest.param("__enter__", id="missing-__enter__"),
+            pytest.param("__exit__", id="missing-__exit__"),
+        ],
+    )
+    def test_partial_compliant_fails_isinstance(
+        self,
+        dummy_parser_cls: type,
+        missing_method: str,
+    ) -> None:
+        """
+        GIVEN: A class that satisfies ParserProtocol except for one method.
+        WHEN:  isinstance() is called with ParserProtocol.
+        THEN:  The check fails because the Protocol is not fully satisfied.
+        """
+        # Create a subclass and delete the specified method to break compliance.
+        partial_cls = type(
+            "PartialParser",
+            (dummy_parser_cls,),
+            {missing_method: None},  # Replace with None — not callable
+        )
+        assert not isinstance(partial_cls(), ParserProtocol)
+
+
+class TestRegistrySingleton:
+    """Verify the module-level singleton lifecycle functions."""
+
+    def test_get_parser_registry_returns_instance(self) -> None:
+        """
+        GIVEN: No registry has been created yet.
+        WHEN:  get_parser_registry() is called.
+        THEN:  A ParserRegistry instance is returned.
+        """
+        registry = get_parser_registry()
+        assert isinstance(registry, ParserRegistry)
+
+    def test_get_parser_registry_same_instance_on_repeated_calls(self) -> None:
+        """
+        GIVEN: A registry instance was created by a prior call.
+        WHEN:  get_parser_registry() is called a second time.
+        THEN:  The exact same object (identity) is returned.
+        """
+        first = get_parser_registry()
+        second = get_parser_registry()
+        assert first is second
+
+    def test_reset_parser_registry_gives_fresh_instance(self) -> None:
+        """
+        GIVEN: A registry instance already exists.
+        WHEN:  reset_parser_registry() is called and then get_parser_registry()
+               is called again.
+        THEN:  A new, distinct registry instance is returned.
+        """
+        first = get_parser_registry()
+        reset_parser_registry()
+        second = get_parser_registry()
+        assert first is not second
+
+    def test_init_builtin_parsers_does_not_run_discover(
+        self,
+        monkeypatch: pytest.MonkeyPatch,
+    ) -> None:
+        """
+        GIVEN: discover() would raise an exception if called.
+        WHEN:  init_builtin_parsers() is called.
+        THEN:  No exception is raised, confirming discover() was not invoked.
+        """
+
+        def exploding_discover(self) -> None:
+            raise RuntimeError(
+                "discover() must not be called from init_builtin_parsers",
+            )
+
+        monkeypatch.setattr(ParserRegistry, "discover", exploding_discover)
+
+        # Should complete without raising.
+        init_builtin_parsers()
+
+    def test_init_builtin_parsers_idempotent(self) -> None:
+        """
+        GIVEN: init_builtin_parsers() has already been called once.
+        WHEN:  init_builtin_parsers() is called a second time.
+        THEN:  No error is raised and the same registry instance is reused.
+        """
+        init_builtin_parsers()
+        # Capture the registry created by the first call.
+        import paperless.parsers.registry as reg_module
+
+        first_registry = reg_module._registry
+
+        init_builtin_parsers()
+
+        assert reg_module._registry is first_registry
+
+
+class TestParserRegistryGetParserForFile:
+    """Verify parser selection logic in get_parser_for_file()."""
+
+    def test_returns_none_when_no_parsers_registered(self) -> None:
+        """
+        GIVEN: A registry with no parsers registered.
+        WHEN:  get_parser_for_file() is called for any MIME type.
+        THEN:  None is returned.
+        """
+        registry = ParserRegistry()
+        result = registry.get_parser_for_file("text/plain", "doc.txt")
+        assert result is None
+
+    def test_returns_none_for_unsupported_mime_type(
+        self,
+        dummy_parser_cls: type,
+    ) -> None:
+        """
+        GIVEN: A registry with a parser that supports only 'text/plain'.
+        WHEN:  get_parser_for_file() is called with 'application/pdf'.
+        THEN:  None is returned.
+        """
+        registry = ParserRegistry()
+        registry.register_builtin(dummy_parser_cls)
+        result = registry.get_parser_for_file("application/pdf", "file.pdf")
+        assert result is None
+
+    def test_returns_parser_for_supported_mime_type(
+        self,
+        dummy_parser_cls: type,
+    ) -> None:
+        """
+        GIVEN: A registry with a parser registered for 'text/plain'.
+        WHEN:  get_parser_for_file() is called with 'text/plain'.
+        THEN:  The registered parser class is returned.
+        """
+        registry = ParserRegistry()
+        registry.register_builtin(dummy_parser_cls)
+        result = registry.get_parser_for_file("text/plain", "readme.txt")
+        assert result is dummy_parser_cls
+
+    def test_highest_score_wins(self) -> None:
+        """
+        GIVEN: Two parsers both supporting 'text/plain' with scores 5 and 20.
+        WHEN:  get_parser_for_file() is called for 'text/plain'.
+        THEN:  The parser with score 20 is returned.
+        """
+
+        class LowScoreParser:
+            name = "low"
+            version = "1.0"
+            author = "A"
+            url = "https://example.com/low"
+
+            @classmethod
+            def supported_mime_types(cls):
+                return {"text/plain": ".txt"}
+
+            @classmethod
+            def score(cls, mime_type, filename, path=None):
+                return 5
+
+        class HighScoreParser:
+            name = "high"
+            version = "1.0"
+            author = "B"
+            url = "https://example.com/high"
+
+            @classmethod
+            def supported_mime_types(cls):
+                return {"text/plain": ".txt"}
+
+            @classmethod
+            def score(cls, mime_type, filename, path=None):
+                return 20
+
+        registry = ParserRegistry()
+        registry.register_builtin(LowScoreParser)
+        registry.register_builtin(HighScoreParser)
+        result = registry.get_parser_for_file("text/plain", "readme.txt")
+        assert result is HighScoreParser
+
+    def test_parser_returning_none_score_is_skipped(self) -> None:
+        """
+        GIVEN: A parser that returns None from score() for the given file.
+        WHEN:  get_parser_for_file() is called.
+        THEN:  That parser is skipped and None is returned (no other candidates).
+        """
+
+        class DecliningParser:
+            name = "declining"
+            version = "1.0"
+            author = "A"
+            url = "https://example.com"
+
+            @classmethod
+            def supported_mime_types(cls):
+                return {"text/plain": ".txt"}
+
+            @classmethod
+            def score(cls, mime_type, filename, path=None):
+                return None  # Explicitly declines
+
+        registry = ParserRegistry()
+        registry.register_builtin(DecliningParser)
+        result = registry.get_parser_for_file("text/plain", "readme.txt")
+        assert result is None
+
+    def test_all_parsers_decline_returns_none(self) -> None:
+        """
+        GIVEN: Multiple parsers that all return None from score().
+        WHEN:  get_parser_for_file() is called.
+        THEN:  None is returned.
+        """
+
+        class AlwaysDeclines:
+            name = "declines"
+            version = "1.0"
+            author = "A"
+            url = "https://example.com"
+
+            @classmethod
+            def supported_mime_types(cls):
+                return {"text/plain": ".txt"}
+
+            @classmethod
+            def score(cls, mime_type, filename, path=None):
+                return None
+
+        registry = ParserRegistry()
+        registry.register_builtin(AlwaysDeclines)
+        registry._external.append(AlwaysDeclines)
+        result = registry.get_parser_for_file("text/plain", "file.txt")
+        assert result is None
+
+    def test_external_parser_beats_builtin_same_score(self) -> None:
+        """
+        GIVEN: An external and a built-in parser both returning score 10.
+        WHEN:  get_parser_for_file() is called.
+        THEN:  The external parser wins because externals are evaluated first
+               and the first-seen-wins policy applies at equal scores.
+        """
+
+        class BuiltinParser:
+            name = "builtin"
+            version = "1.0"
+            author = "Core"
+            url = "https://example.com/builtin"
+
+            @classmethod
+            def supported_mime_types(cls):
+                return {"text/plain": ".txt"}
+
+            @classmethod
+            def score(cls, mime_type, filename, path=None):
+                return 10
+
+        class ExternalParser:
+            name = "external"
+            version = "2.0"
+            author = "Third Party"
+            url = "https://example.com/external"
+
+            @classmethod
+            def supported_mime_types(cls):
+                return {"text/plain": ".txt"}
+
+            @classmethod
+            def score(cls, mime_type, filename, path=None):
+                return 10
+
+        registry = ParserRegistry()
+        registry.register_builtin(BuiltinParser)
+        registry._external.append(ExternalParser)
+        result = registry.get_parser_for_file("text/plain", "file.txt")
+        assert result is ExternalParser
+
+    def test_builtin_wins_when_external_declines(self) -> None:
+        """
+        GIVEN: An external parser that declines (score None) and a built-in
+               that returns score 5.
+        WHEN:  get_parser_for_file() is called.
+        THEN:  The built-in parser is returned.
+        """
+
+        class DecliningExternal:
+            name = "declining-external"
+            version = "1.0"
+            author = "Third Party"
+            url = "https://example.com/declining"
+
+            @classmethod
+            def supported_mime_types(cls):
+                return {"text/plain": ".txt"}
+
+            @classmethod
+            def score(cls, mime_type, filename, path=None):
+                return None
+
+        class AcceptingBuiltin:
+            name = "accepting-builtin"
+            version = "1.0"
+            author = "Core"
+            url = "https://example.com/accepting"
+
+            @classmethod
+            def supported_mime_types(cls):
+                return {"text/plain": ".txt"}
+
+            @classmethod
+            def score(cls, mime_type, filename, path=None):
+                return 5
+
+        registry = ParserRegistry()
+        registry.register_builtin(AcceptingBuiltin)
+        registry._external.append(DecliningExternal)
+        result = registry.get_parser_for_file("text/plain", "file.txt")
+        assert result is AcceptingBuiltin
+
+
+class TestDiscover:
+    """Verify entrypoint discovery in ParserRegistry.discover()."""
+
+    def test_discover_with_no_entrypoints(self) -> None:
+        """
+        GIVEN: No entrypoints are registered under 'paperless_ngx.parsers'.
+        WHEN:  discover() is called.
+        THEN:  _external remains empty and no errors are raised.
+        """
+        registry = ParserRegistry()
+
+        with patch(
+            "paperless.parsers.registry.entry_points",
+            return_value=[],
+        ):
+            registry.discover()
+
+        assert registry._external == []
+
+    def test_discover_adds_valid_external_parser(self) -> None:
+        """
+        GIVEN: One valid entrypoint whose loaded class has all required attrs.
+        WHEN:  discover() is called.
+        THEN:  The class is appended to _external.
+        """
+
+        class ValidExternal:
+            name = "valid-external"
+            version = "3.0.0"
+            author = "Someone"
+            url = "https://example.com/valid"
+
+            @classmethod
+            def supported_mime_types(cls):
+                return {"application/pdf": ".pdf"}
+
+            @classmethod
+            def score(cls, mime_type, filename, path=None):
+                return 5
+
+        mock_ep = MagicMock(spec=EntryPoint)
+        mock_ep.name = "valid_external"
+        mock_ep.load.return_value = ValidExternal
+
+        registry = ParserRegistry()
+
+        with patch(
+            "paperless.parsers.registry.entry_points",
+            return_value=[mock_ep],
+        ):
+            registry.discover()
+
+        assert ValidExternal in registry._external
+
+    def test_discover_skips_entrypoint_with_load_error(
+        self,
+        caplog: pytest.LogCaptureFixture,
+    ) -> None:
+        """
+        GIVEN: An entrypoint whose load() method raises ImportError.
+        WHEN:  discover() is called.
+        THEN:  The entrypoint is skipped, an error is logged, and _external
+               remains empty.
+        """
+        mock_ep = MagicMock(spec=EntryPoint)
+        mock_ep.name = "broken_ep"
+        mock_ep.load.side_effect = ImportError("missing dependency")
+
+        registry = ParserRegistry()
+
+        with caplog.at_level(logging.ERROR, logger="paperless.parsers.registry"):
+            with patch(
+                "paperless.parsers.registry.entry_points",
+                return_value=[mock_ep],
+            ):
+                registry.discover()
+
+        assert registry._external == []
+        assert any(
+            "broken_ep" in record.message
+            for record in caplog.records
+            if record.levelno >= logging.ERROR
+        )
+
+    def test_discover_skips_entrypoint_with_missing_attrs(
+        self,
+        caplog: pytest.LogCaptureFixture,
+    ) -> None:
+        """
+        GIVEN: A class loaded from an entrypoint that is missing the 'score'
+               attribute.
+        WHEN:  discover() is called.
+        THEN:  The entrypoint is skipped, a warning is logged, and _external
+               remains empty.
+        """
+
+        class MissingScore:
+            name = "missing-score"
+            version = "1.0"
+            author = "Someone"
+            url = "https://example.com"
+
+            # 'score' classmethod is intentionally absent.
+
+            @classmethod
+            def supported_mime_types(cls):
+                return {"text/plain": ".txt"}
+
+        mock_ep = MagicMock(spec=EntryPoint)
+        mock_ep.name = "missing_score_ep"
+        mock_ep.load.return_value = MissingScore
+
+        registry = ParserRegistry()
+
+        with caplog.at_level(logging.WARNING, logger="paperless.parsers.registry"):
+            with patch(
+                "paperless.parsers.registry.entry_points",
+                return_value=[mock_ep],
+            ):
+                registry.discover()
+
+        assert registry._external == []
+        assert any(
+            "missing_score_ep" in record.message
+            for record in caplog.records
+            if record.levelno >= logging.WARNING
+        )
+
+    def test_discover_logs_loaded_parser_info(
+        self,
+        caplog: pytest.LogCaptureFixture,
+    ) -> None:
+        """
+        GIVEN: A valid entrypoint that loads successfully.
+        WHEN:  discover() is called.
+        THEN:  An INFO log message is emitted containing the parser name,
+               version, author, and entrypoint name.
+        """
+
+        class LoggableParser:
+            name = "loggable"
+            version = "4.2.0"
+            author = "Log Tester"
+            url = "https://example.com/loggable"
+
+            @classmethod
+            def supported_mime_types(cls):
+                return {"image/png": ".png"}
+
+            @classmethod
+            def score(cls, mime_type, filename, path=None):
+                return 1
+
+        mock_ep = MagicMock(spec=EntryPoint)
+        mock_ep.name = "loggable_ep"
+        mock_ep.load.return_value = LoggableParser
+
+        registry = ParserRegistry()
+
+        with caplog.at_level(logging.INFO, logger="paperless.parsers.registry"):
+            with patch(
+                "paperless.parsers.registry.entry_points",
+                return_value=[mock_ep],
+            ):
+                registry.discover()
+
+        info_messages = " ".join(
+            r.message for r in caplog.records if r.levelno == logging.INFO
+        )
+        assert "loggable" in info_messages
+        assert "4.2.0" in info_messages
+        assert "Log Tester" in info_messages
+        assert "loggable_ep" in info_messages
+
+
+class TestLogSummary:
+    """Verify log output from ParserRegistry.log_summary()."""
+
+    def test_log_summary_with_no_external_parsers(
+        self,
+        dummy_parser_cls: type,
+        caplog: pytest.LogCaptureFixture,
+    ) -> None:
+        """
+        GIVEN: A registry with one built-in parser and no external parsers.
+        WHEN:  log_summary() is called.
+        THEN:  The built-in parser name appears in the logs.
+        """
+        registry = ParserRegistry()
+        registry.register_builtin(dummy_parser_cls)
+
+        with caplog.at_level(logging.INFO, logger="paperless.parsers.registry"):
+            registry.log_summary()
+
+        all_messages = " ".join(r.message for r in caplog.records)
+        assert dummy_parser_cls.name in all_messages
+
+    def test_log_summary_with_external_parsers(
+        self,
+        caplog: pytest.LogCaptureFixture,
+    ) -> None:
+        """
+        GIVEN: A registry with one external parser registered.
+        WHEN:  log_summary() is called.
+        THEN:  The external parser name, version, author, and url appear in
+               the log output.
+        """
+
+        class ExtParser:
+            name = "ext-parser"
+            version = "9.9.9"
+            author = "Ext Corp"
+            url = "https://ext.example.com"
+
+            @classmethod
+            def supported_mime_types(cls):
+                return {}
+
+            @classmethod
+            def score(cls, mime_type, filename, path=None):
+                return None
+
+        registry = ParserRegistry()
+        registry._external.append(ExtParser)
+
+        with caplog.at_level(logging.INFO, logger="paperless.parsers.registry"):
+            registry.log_summary()
+
+        all_messages = " ".join(r.message for r in caplog.records)
+        assert "ext-parser" in all_messages
+        assert "9.9.9" in all_messages
+        assert "Ext Corp" in all_messages
+        assert "https://ext.example.com" in all_messages
+
+    def test_log_summary_logs_no_third_party_message_when_none(
+        self,
+        caplog: pytest.LogCaptureFixture,
+    ) -> None:
+        """
+        GIVEN: A registry with no external parsers.
+        WHEN:  log_summary() is called.
+        THEN:  A message containing 'No third-party parsers discovered.' is
+               logged.
+        """
+        registry = ParserRegistry()
+
+        with caplog.at_level(logging.INFO, logger="paperless.parsers.registry"):
+            registry.log_summary()
+
+        all_messages = " ".join(r.message for r in caplog.records)
+        assert "No third-party parsers discovered." in all_messages

src/paperless/tests/test_websockets.py

@@ -1,186 +1,175 @@
-from unittest import mock
-
+import pytest
 from channels.layers import get_channel_layer
 from channels.testing import WebsocketCommunicator
-from django.test import TestCase
-from django.test import override_settings
+from pytest_mock import MockerFixture
 
 from documents.plugins.helpers import DocumentsStatusManager
 from documents.plugins.helpers import ProgressManager
 from documents.plugins.helpers import ProgressStatusOptions
 from paperless.asgi import application
 
-TEST_CHANNEL_LAYERS = {
-    "default": {
-        "BACKEND": "channels.layers.InMemoryChannelLayer",
-    },
-}
 
+class TestWebSockets:
+    @pytest.fixture(autouse=True)
+    def anyio_backend(self) -> str:
+        return "asyncio"
 
-@override_settings(CHANNEL_LAYERS=TEST_CHANNEL_LAYERS)
-class TestWebSockets(TestCase):
+    @pytest.mark.anyio
     async def test_no_auth(self) -> None:
         communicator = WebsocketCommunicator(application, "/ws/status/")
         connected, _ = await communicator.connect()
-        self.assertFalse(connected)
+        assert not connected
         await communicator.disconnect()
 
-    @mock.patch("paperless.consumers.StatusConsumer.close")
-    @mock.patch("paperless.consumers.StatusConsumer._authenticated")
-    async def test_close_on_no_auth(self, _authenticated, mock_close) -> None:
-        _authenticated.return_value = True
+    @pytest.mark.anyio
+    async def test_close_on_no_auth(self, mocker: MockerFixture) -> None:
+        mock_auth = mocker.patch(
+            "paperless.consumers.StatusConsumer._authenticated",
+            return_value=True,
+        )
+        mock_close = mocker.patch(
+            "paperless.consumers.StatusConsumer.close",
+            new_callable=mocker.AsyncMock,
+        )
 
         communicator = WebsocketCommunicator(application, "/ws/status/")
         connected, _ = await communicator.connect()
-        self.assertTrue(connected)
-
-        message = {"type": "status_update", "data": {"task_id": "test"}}
-
-        _authenticated.return_value = False
+        assert connected
 
+        mock_auth.return_value = False
         channel_layer = get_channel_layer()
+        assert channel_layer is not None
+
         await channel_layer.group_send(
             "status_updates",
-            message,
+            {"type": "status_update", "data": {"task_id": "test"}},
         )
         await communicator.receive_nothing()
-
-        mock_close.assert_called_once()
+        mock_close.assert_awaited_once()
         mock_close.reset_mock()
 
-        message = {
-            "type": "document_updated",
-            "data": {"document_id": 10, "modified": "2026-02-17T00:00:00Z"},
-        }
-
         await channel_layer.group_send(
             "status_updates",
-            message,
+            {
+                "type": "document_updated",
+                "data": {"document_id": 10, "modified": "2026-02-17T00:00:00Z"},
+            },
         )
         await communicator.receive_nothing()
-
-        mock_close.assert_called_once()
+        mock_close.assert_awaited_once()
         mock_close.reset_mock()
 
-        message = {"type": "documents_deleted", "data": {"documents": [1, 2, 3]}}
-
         await channel_layer.group_send(
             "status_updates",
-            message,
+            {"type": "documents_deleted", "data": {"documents": [1, 2, 3]}},
         )
         await communicator.receive_nothing()
+        mock_close.assert_awaited_once()
 
-        mock_close.assert_called_once()
-
-    @mock.patch("paperless.consumers.StatusConsumer._authenticated")
-    async def test_auth(self, _authenticated) -> None:
-        _authenticated.return_value = True
-
-        communicator = WebsocketCommunicator(application, "/ws/status/")
-        connected, _ = await communicator.connect()
-        self.assertTrue(connected)
-
-        await communicator.disconnect()
-
-    @mock.patch("paperless.consumers.StatusConsumer._authenticated")
-    async def test_receive_status_update(self, _authenticated) -> None:
-        _authenticated.return_value = True
-
-        communicator = WebsocketCommunicator(application, "/ws/status/")
-        connected, _ = await communicator.connect()
-        self.assertTrue(connected)
-
-        message = {"type": "status_update", "data": {"task_id": "test"}}
-
-        channel_layer = get_channel_layer()
-        await channel_layer.group_send(
-            "status_updates",
-            message,
+    @pytest.mark.anyio
+    async def test_auth(self, mocker: MockerFixture) -> None:
+        mocker.patch(
+            "paperless.consumers.StatusConsumer._authenticated",
+            return_value=True,
         )
 
-        response = await communicator.receive_json_from()
-
-        self.assertEqual(response, message)
+        communicator = WebsocketCommunicator(application, "/ws/status/")
+        connected, _ = await communicator.connect()
+        assert connected
 
         await communicator.disconnect()
 
-    async def test_status_update_check_perms(self) -> None:
+    @pytest.mark.anyio
+    async def test_receive_status_update(self, mocker: MockerFixture) -> None:
+        mocker.patch(
+            "paperless.consumers.StatusConsumer._authenticated",
+            return_value=True,
+        )
+
         communicator = WebsocketCommunicator(application, "/ws/status/")
-
-        communicator.scope["user"] = mock.Mock()
-        communicator.scope["user"].is_authenticated = True
-        communicator.scope["user"].is_superuser = False
-        communicator.scope["user"].id = 1
-
         connected, _ = await communicator.connect()
-        self.assertTrue(connected)
+        assert connected
 
-        # Test as owner
+        message = {"type": "status_update", "data": {"task_id": "test"}}
+        channel_layer = get_channel_layer()
+        assert channel_layer is not None
+        await channel_layer.group_send("status_updates", message)
+
+        assert await communicator.receive_json_from() == message
+
+        await communicator.disconnect()
+
+    @pytest.mark.anyio
+    async def test_status_update_check_perms(self, mocker: MockerFixture) -> None:
+        user = mocker.MagicMock()
+        user.is_authenticated = True
+        user.is_superuser = False
+        user.id = 1
+
+        communicator = WebsocketCommunicator(application, "/ws/status/")
+        communicator.scope["user"] = user  # type: ignore[typeddict-unknown-key]
+        connected, _ = await communicator.connect()
+        assert connected
+
+        channel_layer = get_channel_layer()
+        assert channel_layer is not None
+
+        # Message received as owner
         message = {"type": "status_update", "data": {"task_id": "test", "owner_id": 1}}
-        channel_layer = get_channel_layer()
-        await channel_layer.group_send(
-            "status_updates",
-            message,
-        )
-        response = await communicator.receive_json_from()
-        self.assertEqual(response, message)
+        await channel_layer.group_send("status_updates", message)
+        assert await communicator.receive_json_from() == message
 
-        # Test with a group that the user belongs to
-        communicator.scope["user"].groups.filter.return_value.exists.return_value = True
+        # Message received via group membership
+        user.groups.filter.return_value.aexists = mocker.AsyncMock(return_value=True)
         message = {
             "type": "status_update",
             "data": {"task_id": "test", "owner_id": 2, "groups_can_view": [1]},
         }
-        channel_layer = get_channel_layer()
-        await channel_layer.group_send(
-            "status_updates",
-            message,
-        )
-        response = await communicator.receive_json_from()
-        self.assertEqual(response, message)
+        await channel_layer.group_send("status_updates", message)
+        assert await communicator.receive_json_from() == message
 
-        # Test with a different owner_id
+        # Message not received for different owner with no group match
+        user.groups.filter.return_value.aexists = mocker.AsyncMock(return_value=False)
         message = {"type": "status_update", "data": {"task_id": "test", "owner_id": 2}}
-        channel_layer = get_channel_layer()
-        await channel_layer.group_send(
-            "status_updates",
-            message,
-        )
-        response = await communicator.receive_nothing()
-        self.assertNotEqual(response, message)
+        await channel_layer.group_send("status_updates", message)
+        assert await communicator.receive_nothing()
+
         await communicator.disconnect()
 
-    @mock.patch("paperless.consumers.StatusConsumer._authenticated")
-    async def test_receive_documents_deleted(self, _authenticated) -> None:
-        _authenticated.return_value = True
+    @pytest.mark.anyio
+    async def test_receive_documents_deleted(self, mocker: MockerFixture) -> None:
+        mocker.patch(
+            "paperless.consumers.StatusConsumer._authenticated",
+            return_value=True,
+        )
 
         communicator = WebsocketCommunicator(application, "/ws/status/")
         connected, _ = await communicator.connect()
-        self.assertTrue(connected)
+        assert connected
 
         message = {"type": "documents_deleted", "data": {"documents": [1, 2, 3]}}
-
         channel_layer = get_channel_layer()
-        await channel_layer.group_send(
-            "status_updates",
-            message,
-        )
+        assert channel_layer is not None
+        await channel_layer.group_send("status_updates", message)
 
-        response = await communicator.receive_json_from()
-
-        self.assertEqual(response, message)
+        assert await communicator.receive_json_from() == message
 
         await communicator.disconnect()
 
-    @mock.patch("paperless.consumers.StatusConsumer._can_view")
-    @mock.patch("paperless.consumers.StatusConsumer._authenticated")
-    async def test_receive_document_updated(self, _authenticated, _can_view) -> None:
-        _authenticated.return_value = True
-        _can_view.return_value = True
+    @pytest.mark.anyio
+    async def test_receive_document_updated(self, mocker: MockerFixture) -> None:
+        mocker.patch(
+            "paperless.consumers.StatusConsumer._authenticated",
+            return_value=True,
+        )
+        mocker.patch(
+            "paperless.consumers.StatusConsumer._can_view",
+            return_value=True,
+        )
 
         communicator = WebsocketCommunicator(application, "/ws/status/")
         connected, _ = await communicator.connect()
-        self.assertTrue(connected)
+        assert connected
 
         message = {
             "type": "document_updated",
@@ -192,67 +181,52 @@ class TestWebSockets(TestCase):
                 "groups_can_view": [],
             },
         }
-
         channel_layer = get_channel_layer()
         assert channel_layer is not None
-        await channel_layer.group_send(
-            "status_updates",
-            message,
-        )
+        await channel_layer.group_send("status_updates", message)
 
-        response = await communicator.receive_json_from()
-
-        self.assertEqual(response, message)
+        assert await communicator.receive_json_from() == message
 
         await communicator.disconnect()
 
-    @mock.patch("channels.layers.InMemoryChannelLayer.group_send")
-    def test_manager_send_progress(self, mock_group_send) -> None:
+    def test_manager_send_progress(self, mocker: MockerFixture) -> None:
+        mock_group_send = mocker.patch(
+            "channels.layers.InMemoryChannelLayer.group_send",
+        )
+
         with ProgressManager(task_id="test") as manager:
             manager.send_progress(
                 ProgressStatusOptions.STARTED,
                 "Test message",
                 1,
                 10,
-                extra_args={
-                    "foo": "bar",
-                },
+                extra_args={"foo": "bar"},
             )
 
-        message = mock_group_send.call_args[0][1]
-
-        self.assertEqual(
-            message,
-            {
-                "type": "status_update",
-                "data": {
-                    "filename": None,
-                    "task_id": "test",
-                    "current_progress": 1,
-                    "max_progress": 10,
-                    "status": ProgressStatusOptions.STARTED,
-                    "message": "Test message",
-                    "foo": "bar",
-                },
+        assert mock_group_send.call_args[0][1] == {
+            "type": "status_update",
+            "data": {
+                "filename": None,
+                "task_id": "test",
+                "current_progress": 1,
+                "max_progress": 10,
+                "status": ProgressStatusOptions.STARTED,
+                "message": "Test message",
+                "foo": "bar",
             },
+        }
+
+    def test_manager_send_documents_deleted(self, mocker: MockerFixture) -> None:
+        mock_group_send = mocker.patch(
+            "channels.layers.InMemoryChannelLayer.group_send",
         )
 
-    @mock.patch("channels.layers.InMemoryChannelLayer.group_send")
-    def test_manager_send_documents_deleted(
-        self,
-        mock_group_send: mock.MagicMock,
-    ) -> None:
         with DocumentsStatusManager() as manager:
             manager.send_documents_deleted([1, 2, 3])
 
-        message = mock_group_send.call_args[0][1]
-
-        self.assertEqual(
-            message,
-            {
-                "type": "documents_deleted",
-                "data": {
-                    "documents": [1, 2, 3],
-                },
+        assert mock_group_send.call_args[0][1] == {
+            "type": "documents_deleted",
+            "data": {
+                "documents": [1, 2, 3],
             },
-        )
+        }

src/paperless_remote/parsers.py

@@ -1,118 +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),
-        )
-
-        try:
-            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 = 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
-        except Exception as e:
-            self.log.error(f"Azure AI Vision parsing failed: {e}")
-        finally:
-            client.close()
-
-        return None
-
-    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 = ""
-        elif self.settings.engine == "azureai":
-            self.text = self.azure_ai_vision_parse(document_path)

src/paperless_remote/signals.py

@@ -1,16 +1,36 @@
-def get_parser(*args, **kwargs):
-    from paperless_remote.parsers import RemoteDocumentParser
+from __future__ import annotations
 
+from typing import Any
+
+
+def get_parser(*args: Any, **kwargs: Any) -> Any:
+    from paperless.parsers.remote import RemoteDocumentParser
+
+    # The new RemoteDocumentParser does not accept the progress_callback
+    # kwarg injected by the old signal-based consumer.  logging_group is
+    # forwarded as a positional arg.
+    # Phase 4 will replace this signal path with the new ParserRegistry.
+    kwargs.pop("progress_callback", None)
     return RemoteDocumentParser(*args, **kwargs)
 
 
-def get_supported_mime_types():
-    from paperless_remote.parsers import RemoteDocumentParser
+def get_supported_mime_types() -> dict[str, str]:
+    from django.conf import settings
 
-    return RemoteDocumentParser(None).supported_mime_types()
+    from paperless.parsers.remote import RemoteDocumentParser
+    from paperless.parsers.remote import RemoteEngineConfig
+
+    config = RemoteEngineConfig(
+        engine=settings.REMOTE_OCR_ENGINE,
+        api_key=settings.REMOTE_OCR_API_KEY,
+        endpoint=settings.REMOTE_OCR_ENDPOINT,
+    )
+    if not config.engine_is_valid():
+        return {}
+    return RemoteDocumentParser.supported_mime_types()
 
 
-def remote_consumer_declaration(sender, **kwargs):
+def remote_consumer_declaration(sender: Any, **kwargs: Any) -> dict[str, Any]:
     return {
         "parser": get_parser,
         "weight": 5,

src/paperless_remote/tests/test_parser.py

@@ -1,131 +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: str, strings: list[str]) -> None:
-        # 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) -> None:
-        # 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) -> None:
-            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."],
-            )
-
-    @mock.patch("azure.ai.documentintelligence.DocumentIntelligenceClient")
-    def test_get_text_with_azure_error_logged_and_returns_none(
-        self,
-        mock_client_cls,
-    ) -> None:
-        mock_client = mock.Mock()
-        mock_client.begin_analyze_document.side_effect = RuntimeError("fail")
-        mock_client_cls.return_value = mock_client
-
-        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())
-            with mock.patch.object(parser.log, "error") as mock_log_error:
-                parser.parse(
-                    self.SAMPLE_FILES / "simple-digital.pdf",
-                    "application/pdf",
-                )
-
-        self.assertIsNone(parser.text)
-        mock_client.begin_analyze_document.assert_called_once()
-        mock_client.close.assert_called_once()
-        mock_log_error.assert_called_once()
-        self.assertIn(
-            "Azure AI Vision parsing failed",
-            mock_log_error.call_args[0][0],
-        )
-
-    @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) -> None:
-        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) -> None:
-        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) -> None:
-        parser = get_parser(uuid.uuid4())
-        parser.parse(self.SAMPLE_FILES / "simple-digital.pdf", "application/pdf")
-        self.assertEqual(parser.text, "")

src/paperless_tesseract/parsers.py

@@ -221,7 +221,7 @@ class RasterisedDocumentParser(DocumentParser):
         if TYPE_CHECKING:
             assert isinstance(self.settings, OcrConfig)
         ocrmypdf_args = {
-            "input_file": input_file,
+            "input_file_or_options": input_file,
             "output_file": output_file,
             # need to use threads, since this will be run in daemonized
             # processes via the task library.
@@ -285,7 +285,7 @@ class RasterisedDocumentParser(DocumentParser):
                     "for compatibility with img2pdf",
                 )
                 # Replace the input file with the non-alpha
-                ocrmypdf_args["input_file"] = self.remove_alpha(input_file)
+                ocrmypdf_args["input_file_or_options"] = self.remove_alpha(input_file)
 
             if dpi:
                 self.log.debug(f"Detected DPI for image {input_file}: {dpi}")

src/paperless_tesseract/tests/test_parser.py

@@ -778,7 +778,7 @@ class TestParser(DirectoriesMixin, FileSystemAssertsMixin, TestCase):
             safe_fallback=False,
         )
 
-        self.assertEqual(params["input_file"], "input.pdf")
+        self.assertEqual(params["input_file_or_options"], "input.pdf")
         self.assertEqual(params["output_file"], "output.pdf")
         self.assertEqual(params["sidecar"], "sidecar.txt")
 

src/paperless_text/parsers.py

@@ -1,50 +0,0 @@
-from pathlib import Path
-
-from django.conf import settings
-from PIL import Image
-from PIL import ImageDraw
-from PIL import ImageFont
-
-from documents.parsers import DocumentParser
-
-
-class TextDocumentParser(DocumentParser):
-    """
-    This parser directly parses a text document (.txt, .md, or .csv)
-    """
-
-    logging_name = "paperless.parsing.text"
-
-    def get_thumbnail(self, document_path: Path, mime_type, file_name=None) -> Path:
-        # Avoid reading entire file into memory
-        max_chars = 100_000
-        file_size_limit = 50 * 1024 * 1024
-
-        if document_path.stat().st_size > file_size_limit:
-            text = "[File too large to preview]"
-        else:
-            with Path(document_path).open("r", encoding="utf-8", errors="replace") as f:
-                text = f.read(max_chars)
-
-        img = Image.new("RGB", (500, 700), color="white")
-        draw = ImageDraw.Draw(img)
-        font = ImageFont.truetype(
-            font=settings.THUMBNAIL_FONT_NAME,
-            size=20,
-            layout_engine=ImageFont.Layout.BASIC,
-        )
-        draw.multiline_text((5, 5), text, font=font, fill="black", spacing=4)
-
-        out_path = self.tempdir / "thumb.webp"
-        img.save(out_path, format="WEBP")
-
-        return out_path
-
-    def parse(self, document_path, mime_type, file_name=None) -> None:
-        self.text = self.read_file_handle_unicode_errors(document_path)
-
-    def get_settings(self) -> None:
-        """
-        This parser does not implement additional settings yet
-        """
-        return None

src/paperless_text/signals.py

@@ -1,10 +1,20 @@
-def get_parser(*args, **kwargs):
-    from paperless_text.parsers import TextDocumentParser
+from __future__ import annotations
 
+from typing import Any
+
+
+def get_parser(*args: Any, **kwargs: Any) -> Any:
+    from paperless.parsers.text import TextDocumentParser
+
+    # The new TextDocumentParser does not accept the progress_callback
+    # kwarg injected by the old signal-based consumer.  logging_group is
+    # forwarded as a positional arg.
+    # Phase 4 will replace this signal path with the new ParserRegistry.
+    kwargs.pop("progress_callback", None)
     return TextDocumentParser(*args, **kwargs)
 
 
-def text_consumer_declaration(sender, **kwargs):
+def text_consumer_declaration(sender: Any, **kwargs: Any) -> dict[str, Any]:
     return {
         "parser": get_parser,
         "weight": 10,

src/paperless_text/tests/conftest.py

@@ -1,30 +0,0 @@
-from collections.abc import Generator
-from pathlib import Path
-
-import pytest
-
-from paperless_text.parsers import TextDocumentParser
-
-
-@pytest.fixture(scope="session")
-def sample_dir() -> Path:
-    return (Path(__file__).parent / Path("samples")).resolve()
-
-
-@pytest.fixture()
-def text_parser() -> Generator[TextDocumentParser, None, None]:
-    try:
-        parser = TextDocumentParser(logging_group=None)
-        yield parser
-    finally:
-        parser.cleanup()
-
-
-@pytest.fixture(scope="session")
-def sample_txt_file(sample_dir: Path) -> Path:
-    return sample_dir / "test.txt"
-
-
-@pytest.fixture(scope="session")
-def malformed_txt_file(sample_dir: Path) -> Path:
-    return sample_dir / "decode_error.txt"

src/paperless_text/tests/test_parser.py

@@ -1,69 +0,0 @@
-import tempfile
-from pathlib import Path
-
-from paperless_text.parsers import TextDocumentParser
-
-
-class TestTextParser:
-    def test_thumbnail(
-        self,
-        text_parser: TextDocumentParser,
-        sample_txt_file: Path,
-    ) -> None:
-        # just make sure that it does not crash
-        f = text_parser.get_thumbnail(sample_txt_file, "text/plain")
-        assert f.exists()
-        assert f.is_file()
-
-    def test_parse(
-        self,
-        text_parser: TextDocumentParser,
-        sample_txt_file: Path,
-    ) -> None:
-        text_parser.parse(sample_txt_file, "text/plain")
-
-        assert text_parser.get_text() == "This is a test file.\n"
-        assert text_parser.get_archive_path() is None
-
-    def test_parse_invalid_bytes(
-        self,
-        text_parser: TextDocumentParser,
-        malformed_txt_file: Path,
-    ) -> None:
-        """
-        GIVEN:
-            - Text file which contains invalid UTF bytes
-        WHEN:
-            - The file is parsed
-        THEN:
-            - Parsing continues
-            - Invalid bytes are removed
-        """
-
-        text_parser.parse(malformed_txt_file, "text/plain")
-
-        assert text_parser.get_text() == "Pantothens<EFBFBD>ure\n"
-        assert text_parser.get_archive_path() is None
-
-    def test_thumbnail_large_file(self, text_parser: TextDocumentParser) -> None:
-        """
-        GIVEN:
-            - A very large text file (>50MB)
-        WHEN:
-            - A thumbnail is requested
-        THEN:
-            - A thumbnail is created without reading the entire file into memory
-        """
-        with tempfile.NamedTemporaryFile(
-            delete=False,
-            mode="w",
-            encoding="utf-8",
-            suffix=".txt",
-        ) as tmp:
-            tmp.write("A" * (51 * 1024 * 1024))  # 51 MB of 'A'
-            large_file = Path(tmp.name)
-
-            thumb = text_parser.get_thumbnail(large_file, "text/plain")
-            assert thumb.exists()
-            assert thumb.is_file()
-            large_file.unlink()

src/paperless_tika/tests/conftest.py

@@ -12,6 +12,7 @@ def tika_parser() -> Generator[TikaDocumentParser, None, None]:
         parser = TikaDocumentParser(logging_group=None)
         yield parser
     finally:
+        # TODO(stumpylog): Cleanup once all parsers are handled
         parser.cleanup()
 
 

uv.lock

@@ -831,6 +831,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/2d/82/e5d2c1c67d19841e9edc74954c827444ae826978499bde3dfc1d007c8c11/deepmerge-2.0-py3-none-any.whl", hash = "sha256:6de9ce507115cff0bed95ff0ce9ecc31088ef50cbdf09bc90a09349a318b3d00", size = 13475, upload-time = "2024-08-30T05:31:48.659Z" },
 ]
 
+[[package]]
+name = "defusedxml"
+version = "0.7.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/0f/d5/c66da9b79e5bdb124974bfe172b4daf3c984ebd9c2a06e2b8a4dc7331c72/defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69", size = 75520, upload-time = "2021-03-08T10:59:26.269Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/07/6c/aa3f2f849e01cb6a001cd8554a88d4c77c5c1a31c95bdf1cf9301e6d9ef4/defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61", size = 25604, upload-time = "2021-03-08T10:59:24.45Z" },
+]
+
 [[package]]
 name = "deprecated"
 version = "1.3.1"
@@ -1172,14 +1181,14 @@ wheels = [
 
 [[package]]
 name = "drf-spectacular-sidecar"
-version = "2026.1.1"
+version = "2026.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "django", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/1e/81/c7b0e3ccbd5a039c4f4fcfecf88391a666ca1406a953886e2f39295b1c90/drf_spectacular_sidecar-2026.1.1.tar.gz", hash = "sha256:6f7c173a8ddbbbdafc7a27e028614b65f07a89ca90f996a432d57460463b56be", size = 2468060, upload-time = "2026-01-01T11:27:12.682Z" }
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 wheels = [
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@@ -2722,10 +2784,11 @@ wheels = [
 
 [[package]]
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+version = "17.3.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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+    { name = "fpdf2", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
     { name = "img2pdf", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
     { name = "packaging", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
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     { name = "pillow", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
     { name = "pluggy", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+    { name = "pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
+    { name = "pypdfium2", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
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     { name = "drf-spectacular", specifier = "~=0.28" },
-    { name = "drf-spectacular-sidecar", specifier = "~=2026.1.1" },
+    { name = "drf-spectacular-sidecar", specifier = "~=2026.3.1" },
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     { name = "faiss-cpu", specifier = ">=1.10" },
-    { name = "filelock", specifier = "~=3.20.3" },
+    { name = "filelock", specifier = "~=3.25.2" },
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@@ -2978,7 +3044,7 @@ requires-dist = [
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     { name = "mysqlclient", marker = "extra == 'mariadb'", specifier = "~=2.2.7" },
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-    { name = "ocrmypdf", specifier = "~=16.13.0" },
+    { name = "ocrmypdf", specifier = "~=17.3.0" },
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     { name = "pathvalidate", specifier = "~=3.3.1" },
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@@ -2995,7 +3061,7 @@ requires-dist = [
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     { name = "redis", extras = ["hiredis"], specifier = "~=5.2.1" },
     { name = "regex", specifier = ">=2025.9.18" },
-    { name = "scikit-learn", specifier = "~=1.7.0" },
+    { name = "scikit-learn", specifier = "~=1.8.0" },
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     { name = "setproctitle", specifier = "~=1.3.4" },
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@@ -3011,7 +3077,7 @@ provides-extras = ["mariadb", "postgres", "webserver"]
 dev = [
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     { name = "factory-boy", specifier = "~=3.3.1" },
-    { name = "faker", specifier = "~=40.5.1" },
+    { name = "faker", specifier = "~=40.8.0" },
     { name = "imagehash" },
     { name = "prek", specifier = "~=0.3.0" },
     { name = "pytest", specifier = "~=9.0.0" },
@@ -3034,7 +3100,7 @@ lint = [
 testing = [
     { name = "daphne" },
     { name = "factory-boy", specifier = "~=3.3.1" },
-    { name = "faker", specifier = "~=40.5.1" },
+    { name = "faker", specifier = "~=40.8.0" },
     { name = "imagehash" },
     { name = "pytest", specifier = "~=9.0.0" },
     { name = "pytest-cov", specifier = "~=7.0.0" },
@@ -3656,16 +3722,40 @@ wheels = [
 ]
 
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