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"""Definitions for REST API operations. These are wired via Connexion to |
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methods defined in the Swagger specification.""" |
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import importlib |
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import connexion |
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import annif.registry |
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from annif.corpus import Document, DocumentList, SubjectSet |
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from annif.exception import AnnifException |
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from annif.project import Access |
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from annif.suggestion import SuggestionFilter |
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def project_not_found_error(project_id): |
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"""return a Connexion error object when a project is not found""" |
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return connexion.problem( |
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status=404, |
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title="Project not found", |
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detail="Project '{}' not found".format(project_id), |
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) |
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def server_error(err): |
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"""return a Connexion error object when there is a server error (project |
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or backend problem)""" |
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return connexion.problem( |
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status=503, title="Service unavailable", detail=err.format_message() |
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) |
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def language_not_supported_error(lang): |
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"""return a Connexion error object when attempting to use unsupported language""" |
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return connexion.problem( |
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status=400, |
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title="Bad Request", |
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detail=f'language "{lang}" not supported by vocabulary', |
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) |
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def show_info(): |
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"""return version of annif and a title for the api according to Swagger spec""" |
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return {"title": "Annif REST API", "version": importlib.metadata.version("annif")} |
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def list_projects(): |
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"""return a dict with projects formatted according to Swagger spec""" |
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return { |
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"projects": [ |
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proj.dump() |
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for proj in annif.registry.get_projects(min_access=Access.public).values() |
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] |
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} |
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def show_project(project_id): |
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"""return a single project formatted according to Swagger spec""" |
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try: |
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project = annif.registry.get_project(project_id, min_access=Access.hidden) |
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except ValueError: |
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return project_not_found_error(project_id) |
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return project.dump() |
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def _suggestion_to_dict(suggestion, subject_index, language): |
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subject = subject_index[suggestion.subject_id] |
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return { |
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"uri": subject.uri, |
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"label": subject.labels[language], |
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"notation": subject.notation, |
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"score": suggestion.score, |
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} |
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def suggest(project_id, body): |
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"""suggest subjects for the given text and return a dict with results |
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formatted according to Swagger spec""" |
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parameters = dict( |
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(key, body[key]) for key in ["language", "limit", "threshold"] if key in body |
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) |
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documents = [{"text": body["text"]}] |
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result = _suggest(project_id, documents, parameters) |
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if isinstance(result, list): |
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return result[0] # successful operation |
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else: |
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return result # connexion problem |
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def suggest_batch(project_id, body): |
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"""suggest subjects for the given documents and return a list of dicts with results |
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formatted according to Swagger spec""" |
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parameters = body.get("parameters", {}) |
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result = _suggest(project_id, body["documents"], parameters) |
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if isinstance(result, list): |
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for ind, doc_results in enumerate(result): |
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doc_results["id"] = body["documents"][ind].get("id") |
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return result |
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else: |
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return result # connexion problem |
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def _suggest(project_id, documents, parameters): |
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corpus = DocumentList( |
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[ |
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Document( |
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text=d["text"], |
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subject_set=None, |
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) |
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for d in documents |
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] |
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) |
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try: |
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project = annif.registry.get_project(project_id, min_access=Access.hidden) |
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except ValueError: |
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return project_not_found_error(project_id) |
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try: |
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lang = parameters.get("language") or project.vocab_lang |
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except AnnifException as err: |
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return server_error(err) |
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if lang not in project.vocab.languages: |
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return language_not_supported_error(lang) |
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limit = parameters.get("limit", 10) |
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threshold = parameters.get("threshold", 0.0) |
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try: |
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hit_filter = SuggestionFilter(project.subjects, limit, threshold) |
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hit_sets = project.suggest_batch(corpus) |
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except AnnifException as err: |
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return server_error(err) |
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return [ |
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{ |
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"results": [ |
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_suggestion_to_dict(hit, project.subjects, lang) |
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for hit in hit_filter(hits).as_list() |
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] |
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} |
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for hits in hit_sets |
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] |
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def _documents_to_corpus(documents, subject_index): |
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corpus = [ |
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Document( |
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text=d["text"], |
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subject_set=SubjectSet( |
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[subject_index.by_uri(subj["uri"]) for subj in d["subjects"]] |
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), |
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) |
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for d in documents |
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if "text" in d and "subjects" in d |
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] |
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return DocumentList(corpus) |
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def learn(project_id, body): |
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"""learn from documents and return an empty 204 response if succesful""" |
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try: |
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project = annif.registry.get_project(project_id, min_access=Access.hidden) |
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except ValueError: |
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return project_not_found_error(project_id) |
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try: |
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corpus = _documents_to_corpus(body, project.subjects) |
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project.learn(corpus) |
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except AnnifException as err: |
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return server_error(err) |
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return None, 204 |
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NatLibFi /
Annif
