From 484bbc551494fbb4b0c40c11f997a3d7e94e0ef6 Mon Sep 17 00:00:00 2001 From: ferag Date: Tue, 17 Sep 2024 10:22:59 +0200 Subject: [PATCH 01/17] Change in GBIF config --- plugins/gbif/config.ini | 128 ++++++++++++++++++++++++++++++++-------- 1 file changed, 104 insertions(+), 24 deletions(-) diff --git a/plugins/gbif/config.ini b/plugins/gbif/config.ini index 9b526c6..17638da 100644 --- a/plugins/gbif/config.ini +++ b/plugins/gbif/config.ini @@ -1,24 +1,45 @@ [Generic] doi_url = https://doi.org/ -api_config = /FAIR_eva/fair-api.yaml -endpoint= https://api.gbif.org/v1 +# Relative path to the API config file +api_config = fair-api.yaml +endpoint=https://api.gbif.org/v1/ [local] only_local = false repo = digital_csic +logo_url = 'https://ifca.unican.es' +title = FAIR EVA: Evaluator, Validator & Advisor [Repositories] #Name in plugin, name in tag oai-pmh = 'Evaluator' digital_csic = 'Digital.CSIC' dspace7 = 'DSpace7' +epos= 'epos' example_plugin = Example_Plugin -gbif = 'Plugin' - +signposting = Signposting +gbif = 'gbif' + +[dublin-core] +# Aligned with Dublin Core Metadata for Resource Discovery (properties in the /elements/1.1/ namespace) +# https://www.dublincore.org/specifications/dublin-core/dcmi-terms/#section-3 +terms_findability_richness = ['Title', + 'Subject', + 'Description', + 'Type', + 'Source', + 'Relation', + 'Coverage', + 'Creator', + 'Publisher', + 'Contributor', + 'Rights', + 'Date', + 'Format', + 'Identifier', + 'Language'] [gbif] -# Metadata terms to find the resource identifier +# (meta)data terms to find the resource identifier identifier_term = [['alternateIdentifier','']] - -# Metadata terms to find the data identifier identifier_term_data = [['alternateIdentifier','']] # Metadata terms to check richness (generic). These terms should be included [term, qualifier]. None means no qualifier @@ -41,11 +62,44 @@ terms_quali_disciplinar = [['contributor', None], ['title', None], ['subject', None]] -# Metadata terms that defines accessibility +# Metadata terms that defines accessibility (case sensitive) terms_access = [['access', ''], ['rights', '']] -# Accepted access protocols -terms_access_protocols =['http','https','ftp'] +# Metadata terms to check discoverability richness. +# +# Dublin Core element DT-GEO element EPOS element +# ------------------- -------------- ------------ +# Title Name title +# Subject Keywords keywords +# Description Description description +# Type Type type +# Source Related DA (relationship) NA +# Relation Related DA NA +# Coverage Spatial relevance, Temporal relevance spatial, temporalCoverage +# Creator Organisation/Person role NA +# Publisher Organisation (name) serviceProvider +# Contributor Organisation/Person role NA +# Rights Licensing constraints license +# Date Temporal relevance temporalCoverage +# Format File format availableFormats +# Identifier Data Unique ID DOI +# Language NA NA +terms_findability_richness = [['title',''], + ['keywords',''], + ['description',''], + ['type','relatedDataProducts'], + ['paths', 'spatial'], + ['temporalCoverage','relatedDataProducts'], + ['dataProvider','relatedDataProducts'], + ['license',''], + ['availableFormats',''], + ['identifiers','relatedDataProducts']] + +# Metadata terms to check reusability richness +terms_reusability_richness = [['rigths',''], + ['license','']] + + # Metadata terms wich includes controlled vocabularies. More controlled vocabularies can be imlpemented in plugins terms_cv = [['coverage', 'spatial'], ['subject', 'lcsh']] @@ -59,36 +113,62 @@ terms_qualified_references = [['contributor', None]] # Metadata terms that defines links or relation with other resources, (preferebly in ORCID format, URIs or persistent identifiers) terms_relations = [['relation', None]] -# Metadata terms to check reusability richness -terms_reusability_richness = [['rigths',''], - ['license','']] - # Metadata terms that defines the license type terms_license = [['rights', '']] -metadata_schemas = [{'eml': 'eml://ecoinformatics.org/eml-2.1.1'}] +# Metadata terms that defines metadata about provenance +terms_provenance =[['curationAndProvenanceObligations','']] + +# Accepted access protocols +terms_access_protocols =['http','https','ftp'] + +# Manual metadata access +metadata_access_manual = ['https://github.com/epos-eu/Hands-On-EPOS-API'] + +# Manual data access +data_access_manual = ['https://techdocs.gbif.org/en/openapi/'] + +# Data model information +terms_data_model = [] #metadata standard metadata_standard = ['XML'] -# Api auth -api_mail = miguel.arbea@alumnos.unican.es -api_user = mag848 -api_pass = stcDPwfQfrnwiQsHNMPRKV7RY + +#Policy of metadata persistence +metadata_persistence = [] + +#Authentication for EPOS +metadata_authentication = [] + +#terms that use vocabularies and vocabularies used +dict_vocabularies= {'ORCID': 'https://orcid.org/'} + +terms_vocabularies=[['identifiers','relatedDataProducts'], + ['',''], + ['availableFormats',''], + ['',''], + ['temporalCoverage','relatedDataProducts'],#no temporal metatdata + ['',''], + ['license',''], + ['contactPoints','relatedDataProducts']] + +api_mail = test@gbif.es +api_user = ma8 +api_pass = safdsaRY + [fairsharing] # username and password username = [''] password = [''] -#Path is the folder path ehere the netadata or fomats is stored -#Or if the username or password is given is what you are looking in -metadata_path = ['static/fairsharing_metadata_standards140224.json'] -formats_path = ['static/fairsharing_formats260224.txt'] +#_path is variable that stores the path to the file in which the fairsharing-approved metadatata standards or formasts are stored +metadata_path = ['static/fairsharing_metadata_standards20240214.json'] -fairsharing_formats_path = ['static/fairsharing_formats150224.json'] +formats_path = ['static/fairsharing_formats20240226.txt'] From 1e1c132f555b188f9048b8e962b0b19666a5f722 Mon Sep 17 00:00:00 2001 From: ferag Date: Wed, 18 Sep 2024 16:00:26 +0200 Subject: [PATCH 02/17] Improving GBIF metrics and dealing with exceptions --- api/evaluator.py | 17 ++-- api/utils.py | 2 +- plugins/gbif/config.ini | 76 ++++++++--------- plugins/gbif/plugin.py | 178 +++++++++++----------------------------- 4 files changed, 94 insertions(+), 179 deletions(-) diff --git a/api/evaluator.py b/api/evaluator.py index 8c644b1..62405fd 100644 --- a/api/evaluator.py +++ b/api/evaluator.py @@ -1432,6 +1432,7 @@ def rda_i3_01m(self, **kwargs): if row["text_value"].split("/")[-1] not in self.item_id: id_list.append(row["text_value"]) points, msg_list = self.eval_persistency(id_list) + return (points, msg_list) def rda_i3_01d(self): """Indicator RDA-A1-01M. @@ -1858,14 +1859,16 @@ def rda_r1_3_01d(self, **kwargs): terms_reusability_richness_list = terms_reusability_richness["list"] terms_reusability_richness_metadata = terms_reusability_richness["metadata"] - element = terms_reusability_richness_metadata.loc[ - terms_reusability_richness_metadata["element"].isin(["availableFormats"]), - "text_value", - ].values[0] - for form in element: - availableFormats.append(form["label"]) - try: + element = terms_reusability_richness_metadata.loc[ + terms_reusability_richness_metadata["element"].isin( + ["availableFormats"] + ), + "text_value", + ].values[0] + for form in element: + availableFormats.append(form["label"]) + f = open(path) f.close() diff --git a/api/utils.py b/api/utils.py index 6500f2e..b55fe65 100644 --- a/api/utils.py +++ b/api/utils.py @@ -707,10 +707,10 @@ def orcid_basic_info(orcid): item = xmlTree.findall( ".//{http://www.orcid.org/ns/common}assertion-origin-name" ) + basic_info = "ORCID Name: %s" % item[0].text except Exception as e: logging.error(e) return basic_info - basic_info = "ORCID Name: %s" % item[0].text return basic_info diff --git a/plugins/gbif/config.ini b/plugins/gbif/config.ini index 17638da..4989542 100644 --- a/plugins/gbif/config.ini +++ b/plugins/gbif/config.ini @@ -37,33 +37,29 @@ terms_findability_richness = ['Title', 'Format', 'Identifier', 'Language'] + [gbif] # (meta)data terms to find the resource identifier -identifier_term = [['alternateIdentifier','']] -identifier_term_data = [['alternateIdentifier','']] +identifier_term = [['dataset','alternateIdentifier']] +identifier_term_data = [['dataset','alternateIdentifier']] # Metadata terms to check richness (generic). These terms should be included [term, qualifier]. None means no qualifier -terms_quali_generic = [['contributor',None], - ['date', None], - ['description', None], - ['identifier', None], - ['publisher', None], - ['rights', None], - ['title', None], - ['subject', None]] +terms_quali_generic = [['dataset.creator', 'givenName'], + ['dataset.creator', 'surName'], + ['dataset', 'pubDate'], + ['dataset.abstract', 'para'], + ['dataset.intellectualRights.para.ulink', 'citetitle'], + ['dataset', 'title'], + ['dataset.keywordSet', 'keyword']] # Metadata terms to check richness (disciplinar). These terms should be included [term, qualifier] -terms_quali_disciplinar = [['contributor', None], - ['date', None], - ['description', None], - ['identifier', None], - ['publisher', None], - ['rights', None], - ['title', None], - ['subject', None]] +terms_quali_disciplinar = [['dataset.coverage.geographicCoverage', 'geographicDescription'], + ['dataset.coverage.temporalCoverage.rangeOfDates.beginDate', 'calendarDate'], + ['dataset.coverage.temporalCoverage.rangeOfDates.endDate', 'calendarDate'], + ['dataset.coverage.taxonomicCoverage.taxonomicClassification', 'taxonRankValue']] # Metadata terms that defines accessibility (case sensitive) -terms_access = [['access', ''], ['rights', '']] +terms_access = [['dataset.intellectualRights.para.ulink', 'citetitle']] # Metadata terms to check discoverability richness. # @@ -84,37 +80,37 @@ terms_access = [['access', ''], ['rights', '']] # Format File format availableFormats # Identifier Data Unique ID DOI # Language NA NA -terms_findability_richness = [['title',''], - ['keywords',''], - ['description',''], - ['type','relatedDataProducts'], - ['paths', 'spatial'], - ['temporalCoverage','relatedDataProducts'], - ['dataProvider','relatedDataProducts'], - ['license',''], - ['availableFormats',''], - ['identifiers','relatedDataProducts']] +terms_findability_richness = [['dataset', 'title']], + ['dataset.keywordSet', 'keyword'], + ['dataset.abstract', 'para'], + ['dataset.coverage.geographicCoverage', 'geographicDescription'], + ['dataset.coverage.temporalCoverage.rangeOfDates.beginDate', 'calendarDate'], + ['dataset.coverage.temporalCoverage.rangeOfDates.endDate', 'calendarDate'], + ['dataset.intellectualRights.para.ulink', 'citetitle'], + ['dataset','alternateIdentifier']] # Metadata terms to check reusability richness -terms_reusability_richness = [['rigths',''], - ['license','']] - +terms_reusability_richness = [['dataset','alternateIdentifier'], + ['additionalMetadata.metadata.gbif', 'hierarchyLevel']] # Metadata terms wich includes controlled vocabularies. More controlled vocabularies can be imlpemented in plugins -terms_cv = [['coverage', 'spatial'], ['subject', 'lcsh']] +terms_cv = [['dataset.creator', 'userId']] # List of data formats that are standard for the community supported_data_formats = [".txt", ".pdf", ".csv", ".nc", ".doc", ".xls", ".zip", ".rar", ".tar", ".png", ".jpg"] # Metadata terms that defines links or relation with authors, contributors (preferebly in ORCID format) -terms_qualified_references = [['contributor', None]] +terms_qualified_references = [['dataset.creator', 'userId'], + ['dataset.contact', 'userId'], + ['dataset.project.personnel', 'userId'], + ['dataset.metadataProvider', 'userId' ]] # Metadata terms that defines links or relation with other resources, (preferebly in ORCID format, URIs or persistent identifiers) -terms_relations = [['relation', None]] +terms_relations = [['dataset.creator', 'userId']] # Metadata terms that defines the license type -terms_license = [['rights', '']] +terms_license = [['dataset.intellectualRights.para.ulink', 'citetitle']] # Metadata terms that defines metadata about provenance terms_provenance =[['curationAndProvenanceObligations','']] @@ -123,7 +119,7 @@ terms_provenance =[['curationAndProvenanceObligations','']] terms_access_protocols =['http','https','ftp'] # Manual metadata access -metadata_access_manual = ['https://github.com/epos-eu/Hands-On-EPOS-API'] +metadata_access_manual = ['https://techdocs.gbif.org/en/openapi/'] # Manual data access data_access_manual = ['https://techdocs.gbif.org/en/openapi/'] @@ -153,9 +149,9 @@ terms_vocabularies=[['identifiers','relatedDataProducts'], ['license',''], ['contactPoints','relatedDataProducts']] -api_mail = test@gbif.es -api_user = ma8 -api_pass = safdsaRY +api_mail = +api_user = +api_pass = [fairsharing] diff --git a/plugins/gbif/plugin.py b/plugins/gbif/plugin.py index a5243e3..f5cb888 100644 --- a/plugins/gbif/plugin.py +++ b/plugins/gbif/plugin.py @@ -12,7 +12,7 @@ import requests from api.evaluator import Evaluator -from plugins.gbif.gbif_data import ICA, gbif_doi_download +from plugins.gbif.gbif_data import ICA, gbif_doi_download, gbif_doi_search logging.basicConfig( stream=sys.stdout, level=logging.DEBUG, format="'%(name)s:%(lineno)s' | %(message)s" @@ -115,149 +115,65 @@ def get_metadata(self): final_url = final_url.replace("www.gbif.org/", "api.gbif.org/v1/") final_url = final_url + "/document" response = requests.get(final_url, verify=False) - tree = ET.fromstring(response.text) - - print("gbif5") - eml_schema = "{eml://ecoinformatics.org/eml-2.1.1}" - metadata_sample = [] - elementos = tree.find(".//") - for e in elementos: - if e.text != "" or e.text != "\n " or e.text != "\n": - metadata_sample.append([eml_schema, e.tag, e.text, None]) - for i in e.iter(): - if len(list(i.iter())) > 0: - for se in i.iter(): - metadata_sample.append( - [eml_schema, e.tag + "." + i.tag, se.text, se.tag] - ) - elif i.tag != e.tag and ( - i.text != "" or i.text != "\n " or i.text != "\n" - ): - metadata_sample.append([eml_schema, e.tag, i.text, i.tag]) + + def print_hierarchy_with_qualifier(elem, namespace, metadata_sample, path=""): + parts = path.split(".") + md_schema = parts[0] + quali = parts[-1] + if len(elem) == 0 and elem.text != None: + # Si el elemento no tiene hijos, y tiene un padre, lo guardamos en qualifier + if path: + qualifier = f"{path}.{elem.tag}" + metadata_sample.append( + [ + namespace, + path.replace(namespace + ".", ""), + elem.text, + elem.tag, + ] + ) + else: + # Si tiene hijos, seguimos recorriendo la jerarquía + new_path = f"{path}.{elem.tag}" if path else elem.tag + for child in elem: + print_hierarchy_with_qualifier( + child, namespace, metadata_sample, new_path + ) + + def parse_and_print_xml(response): + tree = ET.fromstring(response.text) + namespace = tree.tag + metadata_sample = [] + print_hierarchy_with_qualifier(tree, namespace, metadata_sample) + return pd.DataFrame( + metadata_sample, + columns=["metadata_schema", "element", "text_value", "qualifier"], + ) + + metadata_sample = parse_and_print_xml(response) + return metadata_sample def rda_a1_01m(self): # IF your ID is not an standard one (like internal), this method should be redefined points = 0 msg = "Data is not accessible" + data_res = gbif_doi_search(self.item_id) + if len(data_res) > 0: + points = 100 + msg = "Data found" + return (points, msg) def rda_a1_02m(self): # IF your ID is not an standard one (like internal), this method should be redefined points = 0 msg = "Data is not accessible" - return (points, msg) - - def rda_i1_02m(self): - """Indicator RDA-A1-01M - This indicator is linked to the following principle: I1: (Meta)data use a formal, accessible, - shared, and broadly applicable language for knowledge representation. More information - about that principle can be found here. - - This indicator focuses on the machine-understandability aspect of the metadata. This means - that metadata should be readable and thus interoperable for machines without any - requirements such as specific translators or mappings. - - Technical proposal: - - Parameters - ---------- - item_id : str - Digital Object identifier, which can be a generic one (DOI, PID), or an internal (e.g. an - identifier from the repo) - - Returns - ------- - points - A number between 0 and 100 to indicate how well this indicator is supported - msg - Message with the results or recommendations to improve this indicator - """ - - # TO REDEFINE - points = 0 - msg = "No machine-actionable metadata format found. OAI-PMH endpoint may help" - return (points, msg) - - def rda_i1_02d(self): - """Indicator RDA-A1-01M - This indicator is linked to the following principle: I1: (Meta)data use a formal, accessible, - shared, and broadly applicable language for knowledge representation. More information - about that principle can be found here. - - This indicator focuses on the machine-understandability aspect of the data. This means that - data should be readable and thus interoperable for machines without any requirements such - as specific translators or mappings. - - Technical proposal: - - Parameters - ---------- - item_id : str - Digital Object identifier, which can be a generic one (DOI, PID), or an internal (e.g. an - identifier from the repo) - - Returns - ------- - points - A number between 0 and 100 to indicate how well this indicator is supported - msg - Message with the results or recommendations to improve this indicator - """ - return self.rda_i1_02m() - - def rda_r1_3_01m(self): - """Indicator RDA-A1-01M - This indicator is linked to the following principle: R1.3: (Meta)data meet domain-relevant - community standards. - - This indicator requires that metadata complies with community standards. - - Technical proposal: - - Parameters - ---------- - item_id : str - Digital Object identifier, which can be a generic one (DOI, PID), or an internal (e.g. an - identifier from the repo) - - Returns - ------- - points - A number between 0 and 100 to indicate how well this indicator is supported - msg - Message with the results or recommendations to improve this indicator - """ - # TO REDEFINE - points = 0 - msg = _( - "Currently, this repo does not include community-bsed schemas. If you need to include yours, please contact." - ) - return (points, msg) - - def rda_r1_3_01d(self): - """Indicator RDA_R1.3_01D. - - Technical proposal: + data_res = gbif_doi_search(self.item_id) + if len(data_res) > 0: + points = 100 + msg = "Data found" - Parameters - ---------- - item_id : str - Digital Object identifier, which can be a generic one (DOI, PID), or an internal (e.g. an - identifier from the repo) - - Returns - ------- - points - A number between 0 and 100 to indicate how well this indicator is supported - msg - Message with the results or recommendations to improve this indicator - """ - # TO REDEFINE - points = 0 - msg = _( - "Currently, this repo does not include community-bsed schemas. If you need to include yours, please contact." - ) return (points, msg) def data_01(self): From eec383e0432733119946ed75dccedec1358e4109 Mon Sep 17 00:00:00 2001 From: ferag Date: Mon, 23 Sep 2024 13:40:30 +0200 Subject: [PATCH 03/17] Data downloa also from IPT ES --- plugins/gbif/plugin.py | 45 ++++++++++++++++++++++++++++++++---------- 1 file changed, 35 insertions(+), 10 deletions(-) diff --git a/plugins/gbif/plugin.py b/plugins/gbif/plugin.py index f5cb888..fc7d95c 100644 --- a/plugins/gbif/plugin.py +++ b/plugins/gbif/plugin.py @@ -191,16 +191,41 @@ def data_01(self): Message with the results or recommendations to improve this indicator """ # Search and download GBIF data - try: - auth = ( - self.config["gbif"]["api_mail"], - self.config["gbif"]["api_user"], - self.config["gbif"]["api_pass"], - ) - download_dict = gbif_doi_download(self.item_id, auth=auth) - except Exception as e: - logger.debug(e) - return (0, "") + short_name = None + for key, e in self.metadata[ + self.metadata["qualifier"] == "alternateIdentifier" + ].iterrows(): + if "ipt.gbif" in e["text_value"]: + short_name = e["text_value"].split("r=", 1)[1] + url = "https://ipt.gbif.es/archive.do?r=" + short_name + logger.debug(url) + # Descarga los datos del conjunto + logger.debug("Descarga") + if short_name is not None: + download_dict = {} + download_dict["path"] = f"/FAIR_eva/plugins/gbif/downloads/{short_name}.zip" + try: + os.makedirs("/FAIR_eva/plugins/gbif/downloads/", exist_ok=True) + with open(download_dict["path"], "wb") as f: + # Itera sobre los bloques del archivo descargado + for data in requests.get( + url, + stream=True, + ).iter_content(chunk_size=1024): + f.write(data) + except Exception as e: + logger.debug(f"ERROR Downloading Data: {e}") + if not os.path.exists(download_dict["path"]): + try: + auth = ( + self.config["gbif"]["api_mail"], + self.config["gbif"]["api_user"], + self.config["gbif"]["api_pass"], + ) + download_dict = gbif_doi_download(self.item_id, auth=auth) + except Exception as e: + logger.debug(e) + return (0, "") # Calculates ICA logger.debug("Calculo ICA") From 9785edf9d19b5d29061934b56ce8e0d1ad850762 Mon Sep 17 00:00:00 2001 From: ferag Date: Tue, 15 Oct 2024 14:15:11 +0200 Subject: [PATCH 04/17] Fixing ICA scores --- plugins/gbif/gbif_data.py | 39 ++++++++++++++++----------- requirements.txt | 2 +- static/ne_110m_admin_0_countries.shp | Bin 0 -> 180924 bytes static/ne_110m_admin_0_countries.shx | Bin 0 -> 1516 bytes 4 files changed, 24 insertions(+), 17 deletions(-) create mode 100755 static/ne_110m_admin_0_countries.shp create mode 100755 static/ne_110m_admin_0_countries.shx diff --git a/plugins/gbif/gbif_data.py b/plugins/gbif/gbif_data.py index 0304abf..4f54034 100644 --- a/plugins/gbif/gbif_data.py +++ b/plugins/gbif/gbif_data.py @@ -25,7 +25,6 @@ # Configura el nivel de registro para GeoPandas y Fiona logging.getLogger("geopandas").setLevel(logging.ERROR) -logging.getLogger("fiona").setLevel(logging.ERROR) logger = logging.getLogger(os.path.basename(__file__)) @@ -319,6 +318,7 @@ def taxonomic_percentajes(df): / total_data * 100 ) + except Exception as e: logger.debug(f"ERROR genus - {e}") percentaje_genus = 0 @@ -364,10 +364,10 @@ def taxonomic_percentajes(df): return { "Taxonomic": percentaje_taxonomic, - "Genus": percentaje_genus, - "Species": percentaje_species, - "Hierarchy": percentaje_hierarchy, - "Identifiers": percentaje_identifiers, + "Genus": 0.2 * percentaje_genus, + "Species": 0.1 * percentaje_species, + "Hierarchy": 0.09 * percentaje_hierarchy, + "Identifiers": 0.06 * percentaje_identifiers, } @@ -400,10 +400,9 @@ def geographic_percentajes(df): {'Geographic': 63.45, 'Coordinates': 25.6, 'Countries': 15.2, 'CoordinatesUncertainty': 18.9, 'IncorrectCoordinates': 3.75} """ try: - __BD_BORDERS = gpd.read_file(gpd.datasets.get_path("naturalearth_lowres")) + __BD_BORDERS = gpd.read_file("static/ne_110m_admin_0_countries.shp") # Total de ocurrencias total_data = len(df) - # Porcentaje de ocurrencias con coordenadas válidas (latitud y longitud presentes) percentaje_coordinates = ( len(df[df["decimalLatitude"].notnull() & df["decimalLongitude"].notnull()]) @@ -427,6 +426,7 @@ def geographic_percentajes(df): / total_data * 100 ) + except Exception as e: logger.debug(f"ERROR countries - {e}") percentaje_countries = 0 @@ -454,6 +454,7 @@ def geographic_percentajes(df): / total_data * 100 ) + except Exception as e: logger.debug(f"ERROR incorrect coordinates - {e}") percentaje_incorrect_coordinates = 0 @@ -470,10 +471,10 @@ def geographic_percentajes(df): logging.error(e) return { "Geographic": percentaje_geographic, - "Coordinates": percentaje_coordinates, - "Countries": percentaje_countries, - "CoordinatesUncertainty": percentaje_coordinates_uncertainty, - "IncorrectCoordinates": percentaje_incorrect_coordinates, + "Coordinates": 0.2 * percentaje_coordinates, + "Countries": 0.1 * percentaje_countries, + "CoordinatesUncertainty": 0.05 * percentaje_coordinates_uncertainty, + "IncorrectCoordinates": -0.2 * percentaje_incorrect_coordinates, } @@ -518,7 +519,13 @@ def safe_date(date): # Columna de fechas dates = df[df.eventDate.notnull()].copy() if dates.empty: - return {"Temporal": 0, "Years": 0, "Months": 0, "Days": 0, "IncorrectDates": 0} + return { + "Temporal": -15 / 0.2, + "Years": 0, + "Months": 0, + "Days": 0, + "IncorrectDates": -15, + } dates["date"] = dates.eventDate.apply(safe_date) # Porcentaje de años validos @@ -573,10 +580,10 @@ def safe_date(date): return { "Temporal": percentaje_temporal, - "Years": percentaje_years, - "Months": percentaje_months, - "Days": percentaje_days, - "IncorrectDates": percentaje_incorrect_dates, + "Years": 0.11 * percentaje_years, + "Months": 0.07 * percentaje_months, + "Days": 0.02 * percentaje_days, + "IncorrectDates": 0.15 * percentaje_incorrect_dates, } diff --git a/requirements.txt b/requirements.txt index d1a0196..82c1540 100644 --- a/requirements.txt +++ b/requirements.txt @@ -24,7 +24,7 @@ dicttoxml 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N-SSli8jap;$vaDp3*=dz@-9Gg#Iv>t;e*gFTe?QNG`33yv zCv|2r2WI^1%hdIs`K=k%YUqX32kI>3^ufh* zVD>l^%FFY#wLw{jaRX5PsIj}@nqrt~%8j%2Pr%J7*#)=sNbB7ChVf~*Z7Si?Mdr1` z9V6;VxbtI^`(as=R98L$7utJGoJ-%DY56d$tut>79;$%c>)??_?X}Vz>S6tT_H$p4 zty6E5-?}05o?M~shYdxLXWZsy`#M*{R_ht}RGim(jZ3um!qfH(>Sq=wy6I;*4$Z^X z(f@3#x*VSSG||s*u}&6R8njo#i=*0|sa1b!J-ig_l*0BJ?X@!Q*EwGHe8KtJcFHuo z;_hPpt8tEv@LFHOo#w|m+xM!MLr0$ZFSJg^}wD@NnF=z{Y~(? z@u>>vwqEpitC@l~$K-&fuB853XN{W)`wGWk$h9LP=l2Ruuxd(h`4?&Dxawt3a+*yoe-r2nCtwD-WFDd~Iz z`(-U0F8zm%#yjU=i}X&0=4toLL%U=)(n-ae_zU_zZr!`Iu5tA%f-WjTCTCI>vSI^Nq4 z8#uS;AJ@rV_{scu&!@J?jIKPNKV84XeXCEuAk*;caajy!PU)P2-zL=7``!DD^G;tN z?K2(kPyI)${z>?&L7j!O?jj5lsBn%Oe7(17A0gyCsJ)($JDlhld*yOMo^!ajkQeW< zg^<6*xKdXf<9i4NMcOmcokgBkqP>D}zUN9UAQZMieg~n*Jm1$)WS#sSgcAFEZ=uBh zfz%1YrH$%Q!kk!F&P}U(<)7+Jgn7;#=bT^VUbYbyc>YuY;R^j!6Rxb5orJPn Date: Tue, 15 Oct 2024 16:29:59 +0200 Subject: [PATCH 13/17] Recalculating ICA parts --- plugins/gbif/gbif_data.py | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/plugins/gbif/gbif_data.py b/plugins/gbif/gbif_data.py index 4f54034..500fd2b 100644 --- a/plugins/gbif/gbif_data.py +++ b/plugins/gbif/gbif_data.py @@ -269,9 +269,9 @@ def ICA(filepath): # Calcula el ICA utilizando una combinación ponderada de los porcentajes de calidad percentajes_ica["ICA"] = ( - 0.45 * percentajes_ica["Taxonomic"] - + 0.35 * percentajes_ica["Geographic"] - + 0.2 * percentajes_ica["Temporal"] + percentajes_ica["Taxonomic"] + + percentajes_ica["Geographic"] + + percentajes_ica["Temporal"] ) return percentajes_ica @@ -360,7 +360,7 @@ def taxonomic_percentajes(df): + 0.1 * percentaje_species + 0.09 * percentaje_hierarchy + 0.06 * percentaje_identifiers - ) / 0.45 + ) return { "Taxonomic": percentaje_taxonomic, @@ -466,7 +466,7 @@ def geographic_percentajes(df): percentaje_geographic += 0.1 * percentaje_countries percentaje_geographic += 0.05 * percentaje_coordinates_uncertainty percentaje_geographic -= 0.2 * percentaje_incorrect_coordinates - percentaje_geographic = percentaje_geographic / 0.35 + percentaje_geographic = percentaje_geographic except Exception as e: logging.error(e) return { @@ -520,7 +520,7 @@ def safe_date(date): dates = df[df.eventDate.notnull()].copy() if dates.empty: return { - "Temporal": -15 / 0.2, + "Temporal": -15 * 0.2, "Years": 0, "Months": 0, "Days": 0, @@ -576,7 +576,7 @@ def safe_date(date): + 0.07 * percentaje_months + 0.02 * percentaje_days - 0.15 * percentaje_incorrect_dates - ) / 0.2 + ) return { "Temporal": percentaje_temporal, From f592391350f0c702463e1e030112cdd2da8bb1ab Mon Sep 17 00:00:00 2001 From: ferag Date: Tue, 15 Oct 2024 16:38:38 +0200 Subject: [PATCH 14/17] Recalculating ICA parts --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index d89e542..d089c6e 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -7,7 +7,7 @@ repos: - id: trailing-whitespace - id: end-of-file-fixer - id: check-yaml - - id: check-added-large-files + # - id: check-added-large-files - repo: https://github.com/psf/black-pre-commit-mirror rev: 24.3.0 hooks: From 9013593ee1d4bf21b02254c97e08f1f43828df12 Mon Sep 17 00:00:00 2001 From: ferag Date: Wed, 16 Oct 2024 11:27:22 +0200 Subject: [PATCH 15/17] Split hierarchy test --- plugins/gbif/gbif_data.py | 72 ++++++++++++++++++++++++++++++++++----- plugins/gbif/plugin.py | 18 +++++++--- 2 files changed, 77 insertions(+), 13 deletions(-) diff --git a/plugins/gbif/gbif_data.py b/plugins/gbif/gbif_data.py index 500fd2b..5b94278 100644 --- a/plugins/gbif/gbif_data.py +++ b/plugins/gbif/gbif_data.py @@ -291,7 +291,7 @@ def taxonomic_percentajes(df): 1. Calcula el total de ocurrencias en el DataFrame. 2. Calcula el porcentaje de géneros que están presentes en el catálogo de vida (Species2000). 3. Calcula el porcentaje de especies presentes en el DataFrame. - 4. Calcula el porcentaje de calidad para la jerarquía taxonómica. + 4. Calcula el porcentaje de calidad para la jerarquía taxonómica en tres partes: reuino, clase/orden y familia 5. Calcula el porcentaje de identificadores disponibles en el DataFrame. 6. Calcula el porcentaje total de calidad taxonómica combinando los porcentajes ponderados. 7. Imprime el resultado del porcentaje total de calidad taxonómica. @@ -330,22 +330,56 @@ def taxonomic_percentajes(df): logger.debug(f"ERROR specificEpithet - {e}") percentaje_species = 0 + # Porcentaje de calidad para el reino + try: + percentaje_kingdom = ( + df.value_counts( + subset=["kingdom"], + dropna=False, + ) + .reset_index(name="N") + .apply(kingdom_weights, axis=1) + .sum() + / total_data + * 100 + ) + except Exception as e: + logger.debug(f"ERROR kingdom - {e}") + percentaje_kingdom = 0 + + # Porcentaje de calidad para la jerarquía taxonómica + try: + percentaje_class_order = ( + df.value_counts( + subset=["class", "order"], + dropna=False, + ) + .reset_index(name="N") + .apply(class_order_weights, axis=1) + .sum() + / total_data + * 100 + ) + except Exception as e: + logger.debug(f"ERROR class_order - {e}") + percentaje_class_order = 0 + # Porcentaje de calidad para la jerarquía taxonómica try: - percentaje_hierarchy = ( + percentaje_family = ( df.value_counts( - subset=["higherClassification", "kingdom", "class", "order", "family"], + subset=["family"], dropna=False, ) .reset_index(name="N") - .apply(hierarchy_weights, axis=1) + .apply(family_weights, axis=1) .sum() / total_data * 100 ) except Exception as e: - logger.debug(f"ERROR hierarchy - {e}") - percentaje_hierarchy = 0 + logger.debug(f"ERROR family - {e}") + percentaje_family = 0 # Porcentaje de identificadores disponibles en el DataFrame try: @@ -358,7 +392,9 @@ def taxonomic_percentajes(df): percentaje_taxonomic = ( 0.2 * percentaje_genus + 0.1 * percentaje_species - + 0.09 * percentaje_hierarchy + + 0.03 * percentaje_kingdom + + 0.03 * percentaje_class_order + + 0.03 * percentaje_family + 0.06 * percentaje_identifiers ) @@ -366,7 +402,9 @@ def taxonomic_percentajes(df): "Taxonomic": percentaje_taxonomic, "Genus": 0.2 * percentaje_genus, "Species": 0.1 * percentaje_species, - "Hierarchy": 0.09 * percentaje_hierarchy, + "Kingdom": 0.03 * percentaje_kingdom, + "Class/Order": 0.03 * percentaje_class_order, + "Family": 0.03 * percentaje_family, "Identifiers": 0.06 * percentaje_identifiers, } @@ -629,6 +667,24 @@ def hierarchy_weights(row): ) +def kingdom_weights(row): + """Returns N for each not empty sublevel (kingdom).""" + N = row.N + return N if pd.notnull(row.kingdom) else 0 + + +def class_order_weights(row): + """Returns N for each not empty sublevel (class/order).""" + N = row.N + return N if pd.notnull(row["class"]) or pd.notnull(row.order) else 0 + + +def family_weights(row): + """Returns N for each not empty sublevel (family).""" + N = row.N + return N if pd.notnull(row.family) else 0 + + def is_valid_country_code(row): """If the countryCode column from the row is valid, return the column N. Otherwise return 0. diff --git a/plugins/gbif/plugin.py b/plugins/gbif/plugin.py index c41d535..4abfd7c 100644 --- a/plugins/gbif/plugin.py +++ b/plugins/gbif/plugin.py @@ -39,7 +39,7 @@ class Plugin(Evaluator): def __init__(self, item_id, oai_base=None, lang="en", config=None): logger.debug("Creating GBIF") plugin = "gbif" - super().__init__(item_id, oai_base, lang, plugin) + super().__init__(item_id, oai_base, lang, plugin, config) # TO REDEFINE - WHICH IS YOUR PID TYPE? self.id_type = idutils.detect_identifier_schemes(item_id)[0] print("Gbif") @@ -262,8 +262,16 @@ def data_01(self): {ica["Species"]:.2f}% - Hierarchy - {ica["Hierarchy"]:.2f}% + Kingdom + {ica["Kingdom"]:.2f}% + + + Class/Order + {ica["Class/Order"]:.2f}% + + + Family + {ica["Family"]:.2f}% Identifiers @@ -288,7 +296,7 @@ def data_01(self): IncorrectCoordinates - -{ica["IncorrectCoordinates"]:.2f}% + {ica["IncorrectCoordinates"]:.2f}% @@ -309,7 +317,7 @@ def data_01(self): IncorrectDates - -{ica["IncorrectDates"]:.2f}% + {ica["IncorrectDates"]:.2f}% """ From 3e1c379e2bcd44695f7535f0cd25b42e770d134a Mon Sep 17 00:00:00 2001 From: ferag Date: Fri, 13 Dec 2024 12:59:37 +0100 Subject: [PATCH 16/17] Solved wrong score in coordinates --- plugins/gbif/gbif_data.py | 11 ++++++++--- static/ne_110m_admin_0_countries.cpg | 1 + static/ne_110m_admin_0_countries.dbf | Bin 0 -> 531808 bytes static/ne_110m_admin_0_countries.prj | 1 + 4 files changed, 10 insertions(+), 3 deletions(-) create mode 100644 static/ne_110m_admin_0_countries.cpg create mode 100755 static/ne_110m_admin_0_countries.dbf create mode 100755 static/ne_110m_admin_0_countries.prj diff --git a/plugins/gbif/gbif_data.py b/plugins/gbif/gbif_data.py index 5b94278..38d12c6 100644 --- a/plugins/gbif/gbif_data.py +++ b/plugins/gbif/gbif_data.py @@ -707,18 +707,23 @@ def coordinate_in_country(codigo_pais, latitud, longitud): interior.""" # Buscamos el país correspondiente al código ISO alpha-2 try: - pais = pycountry.countries.get(alpha_2=codigo_pais).alpha_3 + if len(codigo_pais) == 2: + pais = pycountry.countries.get(alpha_2=codigo_pais).alpha_3 + elif len(codigo_pais) == 3: + pais = pycountry.countries.get(alpha_3=codigo_pais).alpha_3 if pais: # Cargamos el conjunto de datos de límites de países + __BD_BORDERS = gpd.read_file("static/ne_110m_admin_0_countries.shp") world = __BD_BORDERS.copy() # Obtenemos el polígono del país - poligono_pais = world[world["iso_a3"] == pais].geometry.squeeze() + poligono_pais = world[world["ADM0_A3"] == pais].geometry.squeeze() # Verificamos si el polígono del país contiene el punto con las coordenadas dadas if poligono_pais.contains(Point(longitud, latitud)): return True - except Exception: + except Exception as e: + logger.error(e) pass # Si no se encuentra el país o no contiene las coordenadas, devolvemos False diff --git a/static/ne_110m_admin_0_countries.cpg b/static/ne_110m_admin_0_countries.cpg new file mode 100644 index 0000000..3ad133c --- 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z%Ncj?Aw@{4f_wxGMN0@)Vnrw_w3J<$F#SDNg&rhpxkQ19K(07N5WP}J;0l1#o99+E_$B-`aI)o0WJqRw|A&n=o$IYcVXeUWB0!3%C@gaSWoJGq&mhWNVphh?FxJLY^9*UGBUDXdU^%Dz4 Date: Tue, 17 Dec 2024 14:26:51 +0100 Subject: [PATCH 17/17] Solved wrong score in temporal --- plugins/gbif/gbif_data.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/plugins/gbif/gbif_data.py b/plugins/gbif/gbif_data.py index 38d12c6..b906f92 100644 --- a/plugins/gbif/gbif_data.py +++ b/plugins/gbif/gbif_data.py @@ -230,12 +230,14 @@ def ICA(filepath): results.core_file_location, usecols=taxonomic_columns + geographic_columns + temporal_columns, low_memory=False, + keep_default_na=False ) except Exception as e: logger.debug(f"ERROR - {e}") df = results.pd_read( results.core_file_location, low_memory=False, + keep_default_na=False ) missing_columns = [ col @@ -568,7 +570,7 @@ def safe_date(date): # Porcentaje de años validos try: - dates["year"] = dates.date.str[:4].astype("Int64") + dates["year"] = df[df.year.notnull()].copy() percentaje_years = ( sum((dates.year >= 0) & (dates.year <= datetime.date.today().year)) / total_data @@ -580,7 +582,7 @@ def safe_date(date): # Porcentaje de meses validos try: - dates["month"] = dates.date.str[5:7].astype("Int64") + dates["month"] = df[df.month.notnull()].copy() percentaje_months = ( sum((dates.month >= 1) & (dates.month <= 12)) / total_data * 100 ) @@ -590,7 +592,7 @@ def safe_date(date): # Porcentaje de días validos try: - dates["day"] = dates.date.str[8:10].astype("Int64") + dates["day"] = df[df.day.notnull()].copy() percentaje_days = sum((dates.day >= 1) & (dates.day <= 31)) / total_data * 100 except Exception as e: logger.debug(f"ERROR day - {e}")

N-SSli8jap;$vaDp3*=dz@-9Gg#Iv>t;e*gFTe?QNG`33yv zCv|2r2WI^1%hdIs`K=k%YUqX32kI>3^ufh* zVD>l^%FFY#wLw{jaRX5PsIj}@nqrt~%8j%2Pr%J7*#)=sNbB7ChVf~*Z7Si?Mdr1` z9V6;VxbtI^`(as=R98L$7utJGoJ-%DY56d$tut>79;$%c>)??_?X}Vz>S6tT_H$p4 zty6E5-?}05o?M~shYdxLXWZsy`#M*{R_ht}RGim(jZ3um!qfH(>Sq=wy6I;*4$Z^X z(f@3#x*VSSG||s*u}&6R8njo#i=*0|sa1b!J-ig_l*0BJ?X@!Q*EwGHe8KtJcFHuo z;_hPpt8tEv@LFHOo#w|m+xM!MLr0$ZFSJg^}wD@NnF=z{Y~(? z@u>>vwqEpitC@l~$K-&fuB853XN{W)`wGWk$h9LP=l2Ruuxd(h`4?&Dxawt3a+*yoe-r2nCtwD-WFDd~Iz z`(-U0F8zm%#yjU=i}X&0=4toLL%U=)(n-ae_zU_zZr!`Iu5tA%f-WjTCTCI>vSI^Nq4 z8#uS;AJ@rV_{scu&!@J?jIKPNKV84XeXCEuAk*;caajy!PU)P2-zL=7``!DD^G;tN z?K2(kPyI)${z>?&L7j!O?jj5lsBn%Oe7(17A0gyCsJ)($JDlhld*yOMo^!ajkQeW< zg^<6*xKdXf<9i4NMcOmcokgBkqP>D}zUN9UAQZMieg~n*Jm1$)WS#sSgcAFEZ=uBh zfz%1YrH$%Q!kk!F&P}U(<)7+Jgn7;#=bT^VUbYbyc>YuY;R^j!6Rxb5orJPn Date: Tue, 15 Oct 2024 16:29:59 +0200 Subject: [PATCH 05/17] Recalculating ICA parts --- plugins/gbif/gbif_data.py | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/plugins/gbif/gbif_data.py b/plugins/gbif/gbif_data.py index 4f54034..500fd2b 100644 --- a/plugins/gbif/gbif_data.py +++ b/plugins/gbif/gbif_data.py @@ -269,9 +269,9 @@ def ICA(filepath): # Calcula el ICA utilizando una combinación ponderada de los porcentajes de calidad percentajes_ica["ICA"] = ( - 0.45 * percentajes_ica["Taxonomic"] - + 0.35 * percentajes_ica["Geographic"] - + 0.2 * percentajes_ica["Temporal"] + percentajes_ica["Taxonomic"] + + percentajes_ica["Geographic"] + + percentajes_ica["Temporal"] ) return percentajes_ica @@ -360,7 +360,7 @@ def taxonomic_percentajes(df): + 0.1 * percentaje_species + 0.09 * percentaje_hierarchy + 0.06 * percentaje_identifiers - ) / 0.45 + ) return { "Taxonomic": percentaje_taxonomic, @@ -466,7 +466,7 @@ def geographic_percentajes(df): percentaje_geographic += 0.1 * percentaje_countries percentaje_geographic += 0.05 * percentaje_coordinates_uncertainty percentaje_geographic -= 0.2 * percentaje_incorrect_coordinates - percentaje_geographic = percentaje_geographic / 0.35 + percentaje_geographic = percentaje_geographic except Exception as e: logging.error(e) return { @@ -520,7 +520,7 @@ def safe_date(date): dates = df[df.eventDate.notnull()].copy() if dates.empty: return { - "Temporal": -15 / 0.2, + "Temporal": -15 * 0.2, "Years": 0, "Months": 0, "Days": 0, @@ -576,7 +576,7 @@ def safe_date(date): + 0.07 * percentaje_months + 0.02 * percentaje_days - 0.15 * percentaje_incorrect_dates - ) / 0.2 + ) return { "Temporal": percentaje_temporal, From 5b54dc310b4d15250a50a99e8a97befa31e65641 Mon Sep 17 00:00:00 2001 From: ferag Date: Tue, 15 Oct 2024 16:38:38 +0200 Subject: [PATCH 06/17] Recalculating ICA parts --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 318a3be..c0f2581 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -7,7 +7,7 @@ repos: - id: trailing-whitespace - id: end-of-file-fixer - id: check-yaml - - id: check-added-large-files + # - id: check-added-large-files - repo: https://github.com/psf/black-pre-commit-mirror rev: 24.3.0 hooks: From 88d5374be76c2187f7f78a5ffa09b121154f708c Mon Sep 17 00:00:00 2001 From: Pablo Orviz Date: Wed, 16 Oct 2024 09:57:45 +0200 Subject: [PATCH 07/17] Use docformatter last master version that fixes https://github.com/PyCQA/docformatter/pull/287 --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 318a3be..d89e542 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -13,7 +13,7 @@ repos: hooks: - id: black - repo: https://github.com/PyCQA/docformatter - rev: v1.7.5 + rev: master hooks: - id: docformatter additional_dependencies: [tomli] From e677e600b621217de27770335f17735533f65fa2 Mon Sep 17 00:00:00 2001 From: Pablo Orviz Date: Wed, 16 Oct 2024 10:04:25 +0200 Subject: [PATCH 08/17] Add default reviewers --- .github/CODEOWNERS | 1 + 1 file changed, 1 insertion(+) create mode 100644 .github/CODEOWNERS diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS new file mode 100644 index 0000000..fc2975b --- /dev/null +++ b/.github/CODEOWNERS @@ -0,0 +1 @@ +* @ferag @orviz From 67480f23f68e63edea374495124de1436af7b1e0 Mon Sep 17 00:00:00 2001 From: ferag Date: Tue, 17 Sep 2024 10:22:59 +0200 Subject: [PATCH 09/17] Change in GBIF config --- plugins/gbif/config.ini | 128 ++++++++++++++++++++++++++++++++-------- 1 file changed, 104 insertions(+), 24 deletions(-) diff --git a/plugins/gbif/config.ini b/plugins/gbif/config.ini index 9b526c6..17638da 100644 --- a/plugins/gbif/config.ini +++ b/plugins/gbif/config.ini @@ -1,24 +1,45 @@ [Generic] doi_url = https://doi.org/ -api_config = /FAIR_eva/fair-api.yaml -endpoint= https://api.gbif.org/v1 +# Relative path to the API config file +api_config = fair-api.yaml +endpoint=https://api.gbif.org/v1/ [local] only_local = false repo = digital_csic +logo_url = 'https://ifca.unican.es' +title = FAIR EVA: Evaluator, Validator & Advisor [Repositories] #Name in plugin, name in tag oai-pmh = 'Evaluator' digital_csic = 'Digital.CSIC' dspace7 = 'DSpace7' +epos= 'epos' example_plugin = Example_Plugin -gbif = 'Plugin' - +signposting = Signposting +gbif = 'gbif' + +[dublin-core] +# Aligned with Dublin Core Metadata for Resource Discovery (properties in the /elements/1.1/ namespace) +# https://www.dublincore.org/specifications/dublin-core/dcmi-terms/#section-3 +terms_findability_richness = ['Title', + 'Subject', + 'Description', + 'Type', + 'Source', + 'Relation', + 'Coverage', + 'Creator', + 'Publisher', + 'Contributor', + 'Rights', + 'Date', + 'Format', + 'Identifier', + 'Language'] [gbif] -# Metadata terms to find the resource identifier +# (meta)data terms to find the resource identifier identifier_term = [['alternateIdentifier','']] - -# Metadata terms to find the data identifier identifier_term_data = [['alternateIdentifier','']] # Metadata terms to check richness (generic). These terms should be included [term, qualifier]. None means no qualifier @@ -41,11 +62,44 @@ terms_quali_disciplinar = [['contributor', None], ['title', None], ['subject', None]] -# Metadata terms that defines accessibility +# Metadata terms that defines accessibility (case sensitive) terms_access = [['access', ''], ['rights', '']] -# Accepted access protocols -terms_access_protocols =['http','https','ftp'] +# Metadata terms to check discoverability richness. +# +# Dublin Core element DT-GEO element EPOS element +# ------------------- -------------- ------------ +# Title Name title +# Subject Keywords keywords +# Description Description description +# Type Type type +# Source Related DA (relationship) NA +# Relation Related DA NA +# Coverage Spatial relevance, Temporal relevance spatial, temporalCoverage +# Creator Organisation/Person role NA +# Publisher Organisation (name) serviceProvider +# Contributor Organisation/Person role NA +# Rights Licensing constraints license +# Date Temporal relevance temporalCoverage +# Format File format availableFormats +# Identifier Data Unique ID DOI +# Language NA NA +terms_findability_richness = [['title',''], + ['keywords',''], + ['description',''], + ['type','relatedDataProducts'], + ['paths', 'spatial'], + ['temporalCoverage','relatedDataProducts'], + ['dataProvider','relatedDataProducts'], + ['license',''], + ['availableFormats',''], + ['identifiers','relatedDataProducts']] + +# Metadata terms to check reusability richness +terms_reusability_richness = [['rigths',''], + ['license','']] + + # Metadata terms wich includes controlled vocabularies. More controlled vocabularies can be imlpemented in plugins terms_cv = [['coverage', 'spatial'], ['subject', 'lcsh']] @@ -59,36 +113,62 @@ terms_qualified_references = [['contributor', None]] # Metadata terms that defines links or relation with other resources, (preferebly in ORCID format, URIs or persistent identifiers) terms_relations = [['relation', None]] -# Metadata terms to check reusability richness -terms_reusability_richness = [['rigths',''], - ['license','']] - # Metadata terms that defines the license type terms_license = [['rights', '']] -metadata_schemas = [{'eml': 'eml://ecoinformatics.org/eml-2.1.1'}] +# Metadata terms that defines metadata about provenance +terms_provenance =[['curationAndProvenanceObligations','']] + +# Accepted access protocols +terms_access_protocols =['http','https','ftp'] + +# Manual metadata access +metadata_access_manual = ['https://github.com/epos-eu/Hands-On-EPOS-API'] + +# Manual data access +data_access_manual = ['https://techdocs.gbif.org/en/openapi/'] + +# Data model information +terms_data_model = [] #metadata standard metadata_standard = ['XML'] -# Api auth -api_mail = miguel.arbea@alumnos.unican.es -api_user = mag848 -api_pass = stcDPwfQfrnwiQsHNMPRKV7RY + +#Policy of metadata persistence +metadata_persistence = [] + +#Authentication for EPOS +metadata_authentication = [] + +#terms that use vocabularies and vocabularies used +dict_vocabularies= {'ORCID': 'https://orcid.org/'} + +terms_vocabularies=[['identifiers','relatedDataProducts'], + ['',''], + ['availableFormats',''], + ['',''], + ['temporalCoverage','relatedDataProducts'],#no temporal metatdata + ['',''], + ['license',''], + ['contactPoints','relatedDataProducts']] + +api_mail = test@gbif.es +api_user = ma8 +api_pass = safdsaRY + [fairsharing] # username and password username = [''] password = [''] -#Path is the folder path ehere the netadata or fomats is stored -#Or if the username or password is given is what you are looking in -metadata_path = ['static/fairsharing_metadata_standards140224.json'] -formats_path = ['static/fairsharing_formats260224.txt'] +#_path is variable that stores the path to the file in which the fairsharing-approved metadatata standards or formasts are stored +metadata_path = ['static/fairsharing_metadata_standards20240214.json'] -fairsharing_formats_path = ['static/fairsharing_formats150224.json'] +formats_path = ['static/fairsharing_formats20240226.txt'] From 8657dfea67b5a5892583eb4973c7aa74d113ab42 Mon Sep 17 00:00:00 2001 From: ferag Date: Wed, 18 Sep 2024 16:00:26 +0200 Subject: [PATCH 10/17] Improving GBIF metrics and dealing with exceptions --- api/evaluator.py | 17 ++-- api/utils.py | 2 +- plugins/gbif/config.ini | 76 ++++++++--------- plugins/gbif/plugin.py | 178 +++++++++++----------------------------- 4 files changed, 94 insertions(+), 179 deletions(-) diff --git a/api/evaluator.py b/api/evaluator.py index 8997d9b..6e6a58b 100644 --- a/api/evaluator.py +++ b/api/evaluator.py @@ -1428,6 +1428,7 @@ def rda_i3_01m(self, **kwargs): if row["text_value"].split("/")[-1] not in self.item_id: id_list.append(row["text_value"]) points, msg_list = self.eval_persistency(id_list) + return (points, msg_list) def rda_i3_01d(self): """Indicator RDA-A1-01M. @@ -1854,14 +1855,16 @@ def rda_r1_3_01d(self, **kwargs): terms_reusability_richness_list = terms_reusability_richness["list"] terms_reusability_richness_metadata = terms_reusability_richness["metadata"] - element = terms_reusability_richness_metadata.loc[ - terms_reusability_richness_metadata["element"].isin(["availableFormats"]), - "text_value", - ].values[0] - for form in element: - availableFormats.append(form["label"]) - try: + element = terms_reusability_richness_metadata.loc[ + terms_reusability_richness_metadata["element"].isin( + ["availableFormats"] + ), + "text_value", + ].values[0] + for form in element: + availableFormats.append(form["label"]) + f = open(path) f.close() diff --git a/api/utils.py b/api/utils.py index 9c61505..f781f33 100644 --- a/api/utils.py +++ b/api/utils.py @@ -710,10 +710,10 @@ def orcid_basic_info(orcid): item = xmlTree.findall( ".//{http://www.orcid.org/ns/common}assertion-origin-name" ) + basic_info = "ORCID Name: %s" % item[0].text except Exception as e: logging.error(e) return basic_info - basic_info = "ORCID Name: %s" % item[0].text return basic_info diff --git a/plugins/gbif/config.ini b/plugins/gbif/config.ini index 17638da..4989542 100644 --- a/plugins/gbif/config.ini +++ b/plugins/gbif/config.ini @@ -37,33 +37,29 @@ terms_findability_richness = ['Title', 'Format', 'Identifier', 'Language'] + [gbif] # (meta)data terms to find the resource identifier -identifier_term = [['alternateIdentifier','']] -identifier_term_data = [['alternateIdentifier','']] +identifier_term = [['dataset','alternateIdentifier']] +identifier_term_data = [['dataset','alternateIdentifier']] # Metadata terms to check richness (generic). These terms should be included [term, qualifier]. None means no qualifier -terms_quali_generic = [['contributor',None], - ['date', None], - ['description', None], - ['identifier', None], - ['publisher', None], - ['rights', None], - ['title', None], - ['subject', None]] +terms_quali_generic = [['dataset.creator', 'givenName'], + ['dataset.creator', 'surName'], + ['dataset', 'pubDate'], + ['dataset.abstract', 'para'], + ['dataset.intellectualRights.para.ulink', 'citetitle'], + ['dataset', 'title'], + ['dataset.keywordSet', 'keyword']] # Metadata terms to check richness (disciplinar). These terms should be included [term, qualifier] -terms_quali_disciplinar = [['contributor', None], - ['date', None], - ['description', None], - ['identifier', None], - ['publisher', None], - ['rights', None], - ['title', None], - ['subject', None]] +terms_quali_disciplinar = [['dataset.coverage.geographicCoverage', 'geographicDescription'], + ['dataset.coverage.temporalCoverage.rangeOfDates.beginDate', 'calendarDate'], + ['dataset.coverage.temporalCoverage.rangeOfDates.endDate', 'calendarDate'], + ['dataset.coverage.taxonomicCoverage.taxonomicClassification', 'taxonRankValue']] # Metadata terms that defines accessibility (case sensitive) -terms_access = [['access', ''], ['rights', '']] +terms_access = [['dataset.intellectualRights.para.ulink', 'citetitle']] # Metadata terms to check discoverability richness. # @@ -84,37 +80,37 @@ terms_access = [['access', ''], ['rights', '']] # Format File format availableFormats # Identifier Data Unique ID DOI # Language NA NA -terms_findability_richness = [['title',''], - ['keywords',''], - ['description',''], - ['type','relatedDataProducts'], - ['paths', 'spatial'], - ['temporalCoverage','relatedDataProducts'], - ['dataProvider','relatedDataProducts'], - ['license',''], - ['availableFormats',''], - ['identifiers','relatedDataProducts']] +terms_findability_richness = [['dataset', 'title']], + ['dataset.keywordSet', 'keyword'], + ['dataset.abstract', 'para'], + ['dataset.coverage.geographicCoverage', 'geographicDescription'], + ['dataset.coverage.temporalCoverage.rangeOfDates.beginDate', 'calendarDate'], + ['dataset.coverage.temporalCoverage.rangeOfDates.endDate', 'calendarDate'], + ['dataset.intellectualRights.para.ulink', 'citetitle'], + ['dataset','alternateIdentifier']] # Metadata terms to check reusability richness -terms_reusability_richness = [['rigths',''], - ['license','']] - +terms_reusability_richness = [['dataset','alternateIdentifier'], + ['additionalMetadata.metadata.gbif', 'hierarchyLevel']] # Metadata terms wich includes controlled vocabularies. More controlled vocabularies can be imlpemented in plugins -terms_cv = [['coverage', 'spatial'], ['subject', 'lcsh']] +terms_cv = [['dataset.creator', 'userId']] # List of data formats that are standard for the community supported_data_formats = [".txt", ".pdf", ".csv", ".nc", ".doc", ".xls", ".zip", ".rar", ".tar", ".png", ".jpg"] # Metadata terms that defines links or relation with authors, contributors (preferebly in ORCID format) -terms_qualified_references = [['contributor', None]] +terms_qualified_references = [['dataset.creator', 'userId'], + ['dataset.contact', 'userId'], + ['dataset.project.personnel', 'userId'], + ['dataset.metadataProvider', 'userId' ]] # Metadata terms that defines links or relation with other resources, (preferebly in ORCID format, URIs or persistent identifiers) -terms_relations = [['relation', None]] +terms_relations = [['dataset.creator', 'userId']] # Metadata terms that defines the license type -terms_license = [['rights', '']] +terms_license = [['dataset.intellectualRights.para.ulink', 'citetitle']] # Metadata terms that defines metadata about provenance terms_provenance =[['curationAndProvenanceObligations','']] @@ -123,7 +119,7 @@ terms_provenance =[['curationAndProvenanceObligations','']] terms_access_protocols =['http','https','ftp'] # Manual metadata access -metadata_access_manual = ['https://github.com/epos-eu/Hands-On-EPOS-API'] +metadata_access_manual = ['https://techdocs.gbif.org/en/openapi/'] # Manual data access data_access_manual = ['https://techdocs.gbif.org/en/openapi/'] @@ -153,9 +149,9 @@ terms_vocabularies=[['identifiers','relatedDataProducts'], ['license',''], ['contactPoints','relatedDataProducts']] -api_mail = test@gbif.es -api_user = ma8 -api_pass = safdsaRY +api_mail = +api_user = +api_pass = [fairsharing] diff --git a/plugins/gbif/plugin.py b/plugins/gbif/plugin.py index 5d3e1ae..2a39771 100644 --- a/plugins/gbif/plugin.py +++ b/plugins/gbif/plugin.py @@ -12,7 +12,7 @@ import requests from api.evaluator import Evaluator -from plugins.gbif.gbif_data import ICA, gbif_doi_download +from plugins.gbif.gbif_data import ICA, gbif_doi_download, gbif_doi_search logging.basicConfig( stream=sys.stdout, level=logging.DEBUG, format="'%(name)s:%(lineno)s' | %(message)s" @@ -114,149 +114,65 @@ def get_metadata(self): final_url = final_url.replace("www.gbif.org/", "api.gbif.org/v1/") final_url = final_url + "/document" response = requests.get(final_url, verify=False) - tree = ET.fromstring(response.text) - - print("gbif5") - eml_schema = "{eml://ecoinformatics.org/eml-2.1.1}" - metadata_sample = [] - elementos = tree.find(".//") - for e in elementos: - if e.text != "" or e.text != "\n " or e.text != "\n": - metadata_sample.append([eml_schema, e.tag, e.text, None]) - for i in e.iter(): - if len(list(i.iter())) > 0: - for se in i.iter(): - metadata_sample.append( - [eml_schema, e.tag + "." + i.tag, se.text, se.tag] - ) - elif i.tag != e.tag and ( - i.text != "" or i.text != "\n " or i.text != "\n" - ): - metadata_sample.append([eml_schema, e.tag, i.text, i.tag]) + + def print_hierarchy_with_qualifier(elem, namespace, metadata_sample, path=""): + parts = path.split(".") + md_schema = parts[0] + quali = parts[-1] + if len(elem) == 0 and elem.text != None: + # Si el elemento no tiene hijos, y tiene un padre, lo guardamos en qualifier + if path: + qualifier = f"{path}.{elem.tag}" + metadata_sample.append( + [ + namespace, + path.replace(namespace + ".", ""), + elem.text, + elem.tag, + ] + ) + else: + # Si tiene hijos, seguimos recorriendo la jerarquía + new_path = f"{path}.{elem.tag}" if path else elem.tag + for child in elem: + print_hierarchy_with_qualifier( + child, namespace, metadata_sample, new_path + ) + + def parse_and_print_xml(response): + tree = ET.fromstring(response.text) + namespace = tree.tag + metadata_sample = [] + print_hierarchy_with_qualifier(tree, namespace, metadata_sample) + return pd.DataFrame( + metadata_sample, + columns=["metadata_schema", "element", "text_value", "qualifier"], + ) + + metadata_sample = parse_and_print_xml(response) + return metadata_sample def rda_a1_01m(self): # IF your ID is not an standard one (like internal), this method should be redefined points = 0 msg = "Data is not accessible" + data_res = gbif_doi_search(self.item_id) + if len(data_res) > 0: + points = 100 + msg = "Data found" + return (points, msg) def rda_a1_02m(self): # IF your ID is not an standard one (like internal), this method should be redefined points = 0 msg = "Data is not accessible" - return (points, msg) - - def rda_i1_02m(self): - """Indicator RDA-A1-01M - This indicator is linked to the following principle: I1: (Meta)data use a formal, accessible, - shared, and broadly applicable language for knowledge representation. More information - about that principle can be found here. - - This indicator focuses on the machine-understandability aspect of the metadata. This means - that metadata should be readable and thus interoperable for machines without any - requirements such as specific translators or mappings. - - Technical proposal: - - Parameters - ---------- - item_id : str - Digital Object identifier, which can be a generic one (DOI, PID), or an internal (e.g. an - identifier from the repo) - - Returns - ------- - points - A number between 0 and 100 to indicate how well this indicator is supported - msg - Message with the results or recommendations to improve this indicator - """ - - # TO REDEFINE - points = 0 - msg = "No machine-actionable metadata format found. OAI-PMH endpoint may help" - return (points, msg) - - def rda_i1_02d(self): - """Indicator RDA-A1-01M - This indicator is linked to the following principle: I1: (Meta)data use a formal, accessible, - shared, and broadly applicable language for knowledge representation. More information - about that principle can be found here. - - This indicator focuses on the machine-understandability aspect of the data. This means that - data should be readable and thus interoperable for machines without any requirements such - as specific translators or mappings. - - Technical proposal: - - Parameters - ---------- - item_id : str - Digital Object identifier, which can be a generic one (DOI, PID), or an internal (e.g. an - identifier from the repo) - - Returns - ------- - points - A number between 0 and 100 to indicate how well this indicator is supported - msg - Message with the results or recommendations to improve this indicator - """ - return self.rda_i1_02m() - - def rda_r1_3_01m(self): - """Indicator RDA-A1-01M - This indicator is linked to the following principle: R1.3: (Meta)data meet domain-relevant - community standards. - - This indicator requires that metadata complies with community standards. - - Technical proposal: - - Parameters - ---------- - item_id : str - Digital Object identifier, which can be a generic one (DOI, PID), or an internal (e.g. an - identifier from the repo) - - Returns - ------- - points - A number between 0 and 100 to indicate how well this indicator is supported - msg - Message with the results or recommendations to improve this indicator - """ - # TO REDEFINE - points = 0 - msg = _( - "Currently, this repo does not include community-bsed schemas. If you need to include yours, please contact." - ) - return (points, msg) - - def rda_r1_3_01d(self): - """Indicator RDA_R1.3_01D. - - Technical proposal: + data_res = gbif_doi_search(self.item_id) + if len(data_res) > 0: + points = 100 + msg = "Data found" - Parameters - ---------- - item_id : str - Digital Object identifier, which can be a generic one (DOI, PID), or an internal (e.g. an - identifier from the repo) - - Returns - ------- - points - A number between 0 and 100 to indicate how well this indicator is supported - msg - Message with the results or recommendations to improve this indicator - """ - # TO REDEFINE - points = 0 - msg = _( - "Currently, this repo does not include community-bsed schemas. If you need to include yours, please contact." - ) return (points, msg) def data_01(self): From 9ad01e5e273a0e13831899d51b032c28663f1fcb Mon Sep 17 00:00:00 2001 From: ferag Date: Mon, 23 Sep 2024 13:40:30 +0200 Subject: [PATCH 11/17] Data downloa also from IPT ES --- plugins/gbif/plugin.py | 45 ++++++++++++++++++++++++++++++++---------- 1 file changed, 35 insertions(+), 10 deletions(-) diff --git a/plugins/gbif/plugin.py b/plugins/gbif/plugin.py index 2a39771..c41d535 100644 --- a/plugins/gbif/plugin.py +++ b/plugins/gbif/plugin.py @@ -190,16 +190,41 @@ def data_01(self): Message with the results or recommendations to improve this indicator """ # Search and download GBIF data - try: - auth = ( - self.config["gbif"]["api_mail"], - self.config["gbif"]["api_user"], - self.config["gbif"]["api_pass"], - ) - download_dict = gbif_doi_download(self.item_id, auth=auth) - except Exception as e: - logger.debug(e) - return (0, "") + short_name = None + for key, e in self.metadata[ + self.metadata["qualifier"] == "alternateIdentifier" + ].iterrows(): + if "ipt.gbif" in e["text_value"]: + short_name = e["text_value"].split("r=", 1)[1] + url = "https://ipt.gbif.es/archive.do?r=" + short_name + logger.debug(url) + # Descarga los datos del conjunto + logger.debug("Descarga") + if short_name is not None: + download_dict = {} + download_dict["path"] = f"/FAIR_eva/plugins/gbif/downloads/{short_name}.zip" + try: + os.makedirs("/FAIR_eva/plugins/gbif/downloads/", exist_ok=True) + with open(download_dict["path"], "wb") as f: + # Itera sobre los bloques del archivo descargado + for data in requests.get( + url, + stream=True, + ).iter_content(chunk_size=1024): + f.write(data) + except Exception as e: + logger.debug(f"ERROR Downloading Data: {e}") + if not os.path.exists(download_dict["path"]): + try: + auth = ( + self.config["gbif"]["api_mail"], + self.config["gbif"]["api_user"], + self.config["gbif"]["api_pass"], + ) + download_dict = gbif_doi_download(self.item_id, auth=auth) + except Exception as e: + logger.debug(e) + return (0, "") # Calculates ICA logger.debug("Calculo ICA") From e6ef5964d3ff339233f4bf98d0bcc170ec3aacd9 Mon Sep 17 00:00:00 2001 From: ferag Date: Tue, 15 Oct 2024 14:15:11 +0200 Subject: [PATCH 12/17] Fixing ICA scores --- plugins/gbif/gbif_data.py | 39 ++++++++++++++++----------- requirements.txt | 2 +- static/ne_110m_admin_0_countries.shp | Bin 0 -> 180924 bytes static/ne_110m_admin_0_countries.shx | Bin 0 -> 1516 bytes 4 files changed, 24 insertions(+), 17 deletions(-) create mode 100755 static/ne_110m_admin_0_countries.shp create mode 100755 static/ne_110m_admin_0_countries.shx diff --git a/plugins/gbif/gbif_data.py b/plugins/gbif/gbif_data.py index 0304abf..4f54034 100644 --- a/plugins/gbif/gbif_data.py +++ b/plugins/gbif/gbif_data.py @@ -25,7 +25,6 @@ # Configura el nivel de registro para GeoPandas y Fiona logging.getLogger("geopandas").setLevel(logging.ERROR) -logging.getLogger("fiona").setLevel(logging.ERROR) logger = logging.getLogger(os.path.basename(__file__)) @@ -319,6 +318,7 @@ def taxonomic_percentajes(df): / total_data * 100 ) + except Exception as e: logger.debug(f"ERROR genus - {e}") percentaje_genus = 0 @@ -364,10 +364,10 @@ def taxonomic_percentajes(df): return { "Taxonomic": percentaje_taxonomic, - "Genus": percentaje_genus, - "Species": percentaje_species, - "Hierarchy": percentaje_hierarchy, - "Identifiers": percentaje_identifiers, + "Genus": 0.2 * percentaje_genus, + "Species": 0.1 * percentaje_species, + "Hierarchy": 0.09 * percentaje_hierarchy, + "Identifiers": 0.06 * percentaje_identifiers, } @@ -400,10 +400,9 @@ def geographic_percentajes(df): {'Geographic': 63.45, 'Coordinates': 25.6, 'Countries': 15.2, 'CoordinatesUncertainty': 18.9, 'IncorrectCoordinates': 3.75} """ try: - __BD_BORDERS = gpd.read_file(gpd.datasets.get_path("naturalearth_lowres")) + __BD_BORDERS = gpd.read_file("static/ne_110m_admin_0_countries.shp") # Total de ocurrencias total_data = len(df) - # Porcentaje de ocurrencias con coordenadas válidas (latitud y longitud presentes) percentaje_coordinates = ( len(df[df["decimalLatitude"].notnull() & df["decimalLongitude"].notnull()]) @@ -427,6 +426,7 @@ def geographic_percentajes(df): / total_data * 100 ) + except Exception as e: logger.debug(f"ERROR countries - {e}") percentaje_countries = 0 @@ -454,6 +454,7 @@ def geographic_percentajes(df): / total_data * 100 ) + except Exception as e: logger.debug(f"ERROR incorrect coordinates - {e}") percentaje_incorrect_coordinates = 0 @@ -470,10 +471,10 @@ def geographic_percentajes(df): logging.error(e) return { "Geographic": percentaje_geographic, - "Coordinates": percentaje_coordinates, - "Countries": percentaje_countries, - "CoordinatesUncertainty": percentaje_coordinates_uncertainty, - "IncorrectCoordinates": percentaje_incorrect_coordinates, + "Coordinates": 0.2 * percentaje_coordinates, + "Countries": 0.1 * percentaje_countries, + "CoordinatesUncertainty": 0.05 * percentaje_coordinates_uncertainty, + "IncorrectCoordinates": -0.2 * percentaje_incorrect_coordinates, } @@ -518,7 +519,13 @@ def safe_date(date): # Columna de fechas dates = df[df.eventDate.notnull()].copy() if dates.empty: - return {"Temporal": 0, "Years": 0, "Months": 0, "Days": 0, "IncorrectDates": 0} + return { + "Temporal": -15 / 0.2, + "Years": 0, + "Months": 0, + "Days": 0, + "IncorrectDates": -15, + } dates["date"] = dates.eventDate.apply(safe_date) # Porcentaje de años validos @@ -573,10 +580,10 @@ def safe_date(date): return { "Temporal": percentaje_temporal, - "Years": percentaje_years, - "Months": percentaje_months, - "Days": percentaje_days, - "IncorrectDates": percentaje_incorrect_dates, + "Years": 0.11 * percentaje_years, + "Months": 0.07 * percentaje_months, + "Days": 0.02 * percentaje_days, + "IncorrectDates": 0.15 * percentaje_incorrect_dates, } diff --git a/requirements.txt b/requirements.txt index d1a0196..82c1540 100644 --- a/requirements.txt +++ b/requirements.txt @@ -24,7 +24,7 @@ dicttoxml 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