Updated tools (ner, nel)

.flake8

@@ -1,3 +1,3 @@
 [flake8]
 max-line-length = 120
-exclude = impresso/api_client, impresso/protobuf
+exclude = impresso/api_client, impresso/protobuf, impresso/api_models.py

impresso/api_client/api/tools/perform_ner.py

@@ -80,7 +80,7 @@ def sync_detailed(
     client: AuthenticatedClient,
     body: ImpressoNamedEntityRecognitionRequest,
 ) -> Response[Union[Error, ImpressoNamedEntityRecognitionResponse]]:
-    """Perform Named Entity Recognition of a text
+    """Perform named entity recognition (and optional named entity linking) of a text
 
     Args:
         body (ImpressoNamedEntityRecognitionRequest): Request body for the Impresso NER endpoint
@@ -109,7 +109,7 @@ def sync(
     client: AuthenticatedClient,
     body: ImpressoNamedEntityRecognitionRequest,
 ) -> Optional[Union[Error, ImpressoNamedEntityRecognitionResponse]]:
-    """Perform Named Entity Recognition of a text
+    """Perform named entity recognition (and optional named entity linking) of a text
 
     Args:
         body (ImpressoNamedEntityRecognitionRequest): Request body for the Impresso NER endpoint
@@ -133,7 +133,7 @@ async def asyncio_detailed(
     client: AuthenticatedClient,
     body: ImpressoNamedEntityRecognitionRequest,
 ) -> Response[Union[Error, ImpressoNamedEntityRecognitionResponse]]:
-    """Perform Named Entity Recognition of a text
+    """Perform named entity recognition (and optional named entity linking) of a text
 
     Args:
         body (ImpressoNamedEntityRecognitionRequest): Request body for the Impresso NER endpoint
@@ -160,7 +160,7 @@ async def asyncio(
     client: AuthenticatedClient,
     body: ImpressoNamedEntityRecognitionRequest,
 ) -> Optional[Union[Error, ImpressoNamedEntityRecognitionResponse]]:
-    """Perform Named Entity Recognition of a text
+    """Perform named entity recognition (and optional named entity linking) of a text
 
     Args:
         body (ImpressoNamedEntityRecognitionRequest): Request body for the Impresso NER endpoint

impresso/api_client/models/__init__.py

@@ -93,6 +93,7 @@
 from .impresso_named_entity_recognition_entity_type import ImpressoNamedEntityRecognitionEntityType
 from .impresso_named_entity_recognition_entity_wikidata import ImpressoNamedEntityRecognitionEntityWikidata
 from .impresso_named_entity_recognition_request import ImpressoNamedEntityRecognitionRequest
+from .impresso_named_entity_recognition_request_method import ImpressoNamedEntityRecognitionRequestMethod
 from .impresso_named_entity_recognition_response import ImpressoNamedEntityRecognitionResponse
 from .location_specific_fields import LocationSpecificFields
 from .location_specific_fields_descriptions import LocationSpecificFieldsDescriptions
@@ -230,6 +231,7 @@
     "ImpressoNamedEntityRecognitionEntityType",
     "ImpressoNamedEntityRecognitionEntityWikidata",
     "ImpressoNamedEntityRecognitionRequest",
+    "ImpressoNamedEntityRecognitionRequestMethod",
     "ImpressoNamedEntityRecognitionResponse",
     "LocationSpecificFields",
     "LocationSpecificFieldsDescriptions",

impresso/api_client/models/impresso_named_entity_recognition_request.py

@@ -1,7 +1,10 @@
-from typing import Any, Dict, Type, TypeVar
+from typing import Any, Dict, Type, TypeVar, Union
 
 from attrs import define as _attrs_define
 
+from ..models.impresso_named_entity_recognition_request_method import ImpressoNamedEntityRecognitionRequestMethod
+from ..types import UNSET, Unset
+
 T = TypeVar("T", bound="ImpressoNamedEntityRecognitionRequest")
 
 
@@ -11,19 +14,29 @@ class ImpressoNamedEntityRecognitionRequest:
 
     Attributes:
         text (str): Text to be processed for named entity recognition
+        method (Union[Unset, ImpressoNamedEntityRecognitionRequestMethod]): NER method to be used: `ner` (default),
+            `ner-nel` (named entity recognition with named entity linking) and `nel` (linking only - enclose entities in
+            [START] [END] tags). Default: ImpressoNamedEntityRecognitionRequestMethod.NER.
     """
 
     text: str
+    method: Union[Unset, ImpressoNamedEntityRecognitionRequestMethod] = ImpressoNamedEntityRecognitionRequestMethod.NER
 
     def to_dict(self) -> Dict[str, Any]:
         text = self.text
 
+        method: Union[Unset, str] = UNSET
+        if not isinstance(self.method, Unset):
+            method = self.method.value
+
         field_dict: Dict[str, Any] = {}
         field_dict.update(
             {
                 "text": text,
             }
         )
+        if method is not UNSET:
+            field_dict["method"] = method
 
         return field_dict
 
@@ -32,8 +45,16 @@ def from_dict(cls: Type[T], src_dict: Dict[str, Any]) -> T:
         d = src_dict.copy()
         text = d.pop("text")
 
+        _method = d.pop("method", UNSET)
+        method: Union[Unset, ImpressoNamedEntityRecognitionRequestMethod]
+        if isinstance(_method, Unset):
+            method = UNSET
+        else:
+            method = ImpressoNamedEntityRecognitionRequestMethod(_method)
+
         impresso_named_entity_recognition_request = cls(
             text=text,
+            method=method,
         )
 
         return impresso_named_entity_recognition_request

impresso/api_client/models/impresso_named_entity_recognition_request_method.py

@@ -0,0 +1,18 @@
+from enum import Enum
+from typing import Literal
+
+
+class ImpressoNamedEntityRecognitionRequestMethod(str, Enum):
+    NEL = "nel"
+    NER = "ner"
+    NER_NEL = "ner-nel"
+
+    def __str__(self) -> str:
+        return str(self.value)
+
+
+ImpressoNamedEntityRecognitionRequestMethodLiteral = Literal[
+    "nel",
+    "ner",
+    "ner-nel",
+]

impresso/api_models.py

@@ -329,6 +329,13 @@ class ImpressoNerRequest(BaseModel):
             min_length=1,
         ),
     ]
+    method: Annotated[
+        Optional[Literal['ner', 'ner-nel', 'nel']],
+        Field(
+            'ner',
+            description='NER method to be used: `ner` (default), `ner-nel` (named entity recognition with named entity linking) and `nel` (linking only - enclose entities in [START] [END] tags).',
+        ),
+    ]
 
 
 class ImpressoNerResponse(BaseModel):

impresso/data_container.py

@@ -53,7 +53,10 @@ def _repr_html_(self):
             ),
             "</div>",
             (
-                f'<div style="align-content: center;"><img src="data:image/png;base64,{preview_img}" style="max-width: 800px; width: 100%;"></div>'
+                (
+                    f'<div style="align-content: center;"><img src="data:image/png;base64,{preview_img}" '
+                    + 'style="max-width: 800px; width: 100%;"></div>'
+                )
                 if preview_img
                 else None
             ),

impresso/resources/search.py

@@ -154,13 +154,15 @@ def find(
             entity_id: Return only content items that mention this entity or all/any of the entities.
             date_range: Return only content items that were published in this date range.
             language: Return only content items that are in this language or all/any of the languages.
-            mention: Return only content items that mention an entity with this term or all/any of entities with the terms.
+            mention: Return only content items that mention an entity with this term or all/any
+                     of entities with the terms.
             topic_id: Return only content items that are about this topic or all/any of the topics.
             collection_id: Return only content items that are in this collection or all/any of the collections.
             country: Return only content items that are from this country or all/any of the countries.
             access_rights: Return only content items with this access right or all/any of the access rights.
             partner_id: Return only content items that are from this partner or all/any of the partners.
-            text_reuse_cluster_id: Return only content items that are in this text reuse cluster or all/any of the clusters.
+            text_reuse_cluster_id: Return only content items that are in this text reuse cluster
+                                   or all/any of the clusters.
 
         Returns:
             _type_: _description_

impresso/resources/tools.py

@@ -3,6 +3,9 @@
 from impresso.api_client.models.impresso_named_entity_recognition_request import (
     ImpressoNamedEntityRecognitionRequest,
 )
+from impresso.api_client.models.impresso_named_entity_recognition_request_method import (
+    ImpressoNamedEntityRecognitionRequestMethod,
+)
 from impresso.api_models import ImpressoNerResponse
 from impresso.data_container import DataContainer
 from impresso.resources.base import Resource
@@ -55,6 +58,58 @@ class ToolsResource(Resource):
     def ner(self, text: str) -> NerContainer:
         """Named Entity Recognition
 
+        This method is faster than `ner_nel` but does not provide any linking to external resources.
+
+        Args:
+            text (str): Text to process
+
+        Returns:
+            NerContainer: List of named entities
+        """
+        result = perform_ner.sync(
+            client=self._api_client,
+            body=ImpressoNamedEntityRecognitionRequest(
+                text=text, method=ImpressoNamedEntityRecognitionRequestMethod.NER
+            ),
+        )
+        raise_for_error(result)
+
+        return NerContainer(
+            result,
+            ImpressoNerSchema,
+            web_app_search_result_url=None,
+        )
+
+    def ner_nel(self, text: str) -> NerContainer:
+        """Named Entity Recognition and Named Entity Linking
+
+        This method is slower than `ner` but provides linking to external resources.
+
+        Args:
+            text (str): Text to process
+
+        Returns:
+            NerContainer: List of named entities
+        """
+        result = perform_ner.sync(
+            client=self._api_client,
+            body=ImpressoNamedEntityRecognitionRequest(
+                text=text, method=ImpressoNamedEntityRecognitionRequestMethod.NER_NEL
+            ),
+        )
+        raise_for_error(result)
+
+        return NerContainer(
+            result,
+            ImpressoNerSchema,
+            web_app_search_result_url=None,
+        )
+
+    def nel(self, text: str) -> NerContainer:
+        """Named Entity Linking
+
+        This method requires named entities to be enclosed in tags: [START]entity[END].
+
         Args:
             text (str): Text to process
 
@@ -63,7 +118,9 @@ def ner(self, text: str) -> NerContainer:
         """
         result = perform_ner.sync(
             client=self._api_client,
-            body=ImpressoNamedEntityRecognitionRequest(text=text),
+            body=ImpressoNamedEntityRecognitionRequest(
+                text=text, method=ImpressoNamedEntityRecognitionRequestMethod.NEL
+            ),
         )
         raise_for_error(result)
 

pyproject.toml

@@ -22,7 +22,7 @@ packages = [
 ]
 readme = "README.md"
 repository = "https://github.com/impresso/impresso-py"
-version = "0.9.7"
+version = "0.9.8"
 
 [tool.poetry.urls]
 Endpoint = "https://impresso-project.ch/public-api"