Upload spanish_legal_ner.py

spanish_legal_ner.py

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+ 
+#Script executed in a notebook in Google Colab
+
+!pip install argilla -q  #Intalls Argilla
+
+!huggingface-cli login   #Logs on Hugging Face
+
+#Dataset creation on Argila Application
+
+import argilla as rg
+
+client = rg.Argilla(
+    api_url="https://javierbarbaesparcia-spanish-legal-ner.hf.space",
+    api_key="LSm85ZCk-G_RWZlp4YOrz8T8xY9T4ygjypJXKApS9N9yZsbHoSFIlqZyFqLmTitPncnUSaQBFqRBOBvVxFlJemNoj0HcrsJhjP2of-1tOzw",
+)
+
+settings = rg.Settings(
+    guidelines="These are some guidelines.",
+    fields=[
+        rg.TextField(
+            name="law_cont"
+        ),
+    ],
+    questions=[
+        rg.SpanQuestion(
+            field="law_cont",
+            name="label",
+            labels={
+        "PERSON": "Person",
+        "ORG": "Organization",
+        "LOC": "Location",
+        "DATE": "Date",
+        "REF": "Reference"
+         }
+        ),
+        rg.MultiLabelQuestion(
+            name="label_multi",
+            labels={
+        "RIGHT": "Right",
+        "DUTY": "Duty",
+        "SANC": "Sanction"
+         }
+        )
+    ],
+    metadata=[
+        rg.TermsMetadataProperty(
+             name="fecha_actualizacion",
+             title="Update date",
+             visible_for_annotators="true"
+        ),
+        rg.TermsMetadataProperty(
+             name="identificador",
+             title="Identifier",
+             visible_for_annotators="true"
+        ),
+        rg.TermsMetadataProperty(
+             name="ambito",
+             title="Domain",
+             visible_for_annotators="true"
+        ),
+        rg.TermsMetadataProperty(
+             name="departamento",
+             title="Department",
+             visible_for_annotators="true"
+        ),
+        rg.TermsMetadataProperty(
+             name="rango",
+             title="Type of legislation",
+             visible_for_annotators="true"
+        ),
+        rg.TermsMetadataProperty(
+             name="fecha_disposicion",
+             title="Provision date",
+             visible_for_annotators="true"
+        ),
+        rg.TermsMetadataProperty(
+             name="numero_oficial",
+             title="Official number",
+             visible_for_annotators="true"
+        ),
+        rg.TermsMetadataProperty(
+             name="titulo",
+             title="Title",
+             visible_for_annotators="true"
+        ),
+        rg.TermsMetadataProperty(
+             name="diario",
+             title="Paper",
+             visible_for_annotators="true"
+        ),
+        rg.TermsMetadataProperty(
+             name="fecha_publicacion",
+             title="Publication date",
+             visible_for_annotators="true"
+        ),
+        rg.TermsMetadataProperty(
+             name="diario_numero",
+             title="Paper number",
+             visible_for_annotators="true"
+        ),
+        rg.TermsMetadataProperty(
+             name="fecha_vigencia",
+             title="Validity date",
+             visible_for_annotators="true",
+        ),
+        rg.TermsMetadataProperty(
+             name="estatus_derogacion",
+             title="Update date",
+             visible_for_annotators="true"
+        ),
+        rg.TermsMetadataProperty(
+             name="fecha_derogacion",
+             title="Repeal date",
+             visible_for_annotators="true",
+        ),
+        rg.TermsMetadataProperty(
+             name="estatus_anulacion",
+             title="Cancellation state",
+             visible_for_annotators="true"
+        ),
+        rg.TermsMetadataProperty(
+             name="vigencia_agotada",
+             title="Validity runned out",
+             visible_for_annotators="true"
+        ),
+        rg.TermsMetadataProperty(
+             name="estado_consolidacion",
+             title="Consolidation state",
+             visible_for_annotators="true"
+        ),
+        rg.TermsMetadataProperty(
+             name="url_eli",
+             title="Link",
+             visible_for_annotators="true"
+        ),
+        rg.TermsMetadataProperty(
+             name="url_html_consolidada",
+             title="Html link",
+             visible_for_annotators="true"
+        )
+    ]
+)
+
+dataset = rg.Dataset(
+    name="spanish_legal_ner",
+    settings=settings,
+)
+
+dataset.create()
+
+#Retrieval of data from BOE API
+
+pip install requests
+import argilla as rg
+
+client = rg.Argilla(
+    api_url="https://javierbarbaesparcia-spanish-legal-ner.hf.space",
+    api_key="" #For security reasons API key is ofuscated
+)
+import requests
+import json
+import xml.etree.ElementTree as ET
+dataset=client.datasets("spanish_legal_ner")
+law_list = json.loads(response.text)
+for item in law_list.get("data"):
+  identifier = item.get("identificador")
+  print("Retrieving metadata of "+identifier)
+  print("Retrieving block list of "+identifier)
+  api_url="https://boe.es/datosabiertos/api/legislacion-consolidada/id/"+identifier+"/texto/indice"
+  respbloc = requests.get(api_url,headers = {'Accept': 'application/json'})
+  print(respbloc.status_code)
+  block_list = json.loads(respbloc.text)
+  for item1 in block_list.get("data"):
+    item2=item1.get("bloque")
+    for item3 in item2:
+      block = item3.get("id")
+      print("Retrieving data in block " +block)
+      api_url="https://boe.es/datosabiertos/api/legislacion-consolidada/id/"+identifier+"/texto/bloque/"+block
+
+      data = requests.get(api_url,headers = {'Accept': 'application/xml'})
+
+      metadata_url="https://boe.es/datosabiertos/api/legislacion-consolidada/id/"+identifier+"/metadatos"
+
+      metadata = requests.get(metadata_url,headers = {'Accept': 'application/json'})
+
+      datatext = data
+      metadatatext = json.loads(metadata.text).get("data")[0]
+      print("Data: "+str(data.status_code))
+      print("Metadata: "+str(metadata.status_code))
+      final = ""
+      root = ET.fromstring(data.content)
+      for desc in root.iter('p'):
+        final = final + ("" if desc.text is None else desc.text)
+
+      record = [rg.Record(
+        fields={
+                "law_cont": final
+              },
+        metadata={
+                "fecha_actualizacion": metadatatext.get("fecha_actualizacion"),
+                "identificador": metadatatext.get("identificador"),
+                "ambito": metadatatext.get("ambito").get("texto"),
+                "departamento": metadatatext.get("departamento").get("texto"),
+                "rango": metadatatext.get("rango").get("texto"),
+                "fecha_disposicion": metadatatext.get("fecha_disposicion"),
+                "numero_oficial": metadatatext.get("numero_oficial"),
+                "titulo": metadatatext.get("titulo"),
+                "diario": metadatatext.get("diario"),
+                "fecha_publicacion": metadatatext.get("fecha_publicacion"),
+                "diario_numero": metadatatext.get("diario_numero"),
+                "fecha_vigencia": metadatatext.get("fecha_vigencia"),
+                "estatus_derogacion": metadatatext.get("estatus_derogacion"),
+                "fecha_derogacion": metadatatext.get("fecha_derogacion"),
+                "estatus_anulacion": metadatatext.get("estatus_anulacion"),
+                "vigencia_agotada": metadatatext.get("vigencia_agotada"),
+                "estado_consolidacion": metadatatext.get("estado_consolidacion").get("texto"),
+                "url_eli": metadatatext.get("url_eli"),
+                "url_html_consolidada": metadatatext.get("url_html_consolidada")
+                },
+        )
+      ]
+
+      dataset.records.log(record)