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harvest_cimmyt.py
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#!/usr/bin/env python3
#
# SPDX-License-Identifier: GPL-3.0-only
#
import csv
import logging
import sys
from datetime import timedelta
from requests_cache import CachedSession
# Create a local logger instance for this module. We don't do any configuration
# because this module might be used elsewhere that will have its own logging
# configuration.
logger = logging.getLogger(__name__)
logger.setLevel(logging.INFO)
logging.basicConfig(format="%(message)s")
session = CachedSession(
"harvest-cache", expire_after=timedelta(days=30), allowable_codes=(200, 404)
)
# prune old cache entries
session.cache.delete(expired=True)
url = "https://repository.cimmyt.org/server/api/discover/search/objects"
params = {
"query": 'dc.date.issued:[2012 TO 2023] AND dc.type:Article AND (dc.title:"climate change" OR dc.subject.agrovoc:"climate change" OR dc.subject.keywords:"climate change" OR dc.description:"climate change" OR dc.description.abstract:"climate change" OR dcterms.description:"climate change") AND (dcterms.language:English OR dc.language:English)'
}
r = session.get(url, params=params)
# Create empty list for items
items = []
if r.ok:
for item in r.json()["_embedded"]["searchResult"]["_embedded"]["objects"]:
items.append(item["_embedded"]["indexableObject"])
else:
sys.exit(1)
# Get link to next page of results
url = r.json()["_embedded"]["searchResult"]["_links"]["next"]["href"]
while True:
r = session.get(url)
# Parse this page of results
if r.ok:
for item in r.json()["_embedded"]["searchResult"]["_embedded"]["objects"]:
items.append(item["_embedded"]["indexableObject"])
# Try to set the URL for the next page
try:
url = r.json()["_embedded"]["searchResult"]["_links"]["next"]["href"]
except Exception:
break
fieldnames = [
"Title",
"Authors",
"Abstract",
"Funders",
"Language",
"DOI",
"Repository link",
"Publication date",
"Journal",
"ISSN",
"Publisher",
"Pages",
"Subjects",
"Countries",
]
with open("/tmp/cimmyt.csv", "w") as f:
writer = csv.DictWriter(f, fieldnames=fieldnames)
writer.writeheader()
for item in items:
# All items should have titles right?
item_title = item["metadata"]["dc.title"][0]["value"]
item_authors = []
try:
for item_author in item["metadata"]["dc.creator"]:
item_authors.append(item_author["value"])
except KeyError:
pass
item_funders = []
try:
for item_funder in item["metadata"]["dc.relation.funderName"]:
item_funders.append(item_funder["value"])
except KeyError:
pass
# Get abstracts in order of most likelihood in CIMMYT's repository:
# dc.description: 1512
# dc.description.abstract: 1261
# dcterms.description: 844
try:
item_abstract = item["metadata"]["dc.description"][0]["value"]
except KeyError:
try:
item_abstract = item["metadata"]["dc.description.abstract"][0]["value"]
except KeyError:
try:
item_abstract = item["metadata"]["dcterms.description"][0]["value"]
except KeyError:
item_abstract = ""
try:
item_doi = item["metadata"]["dc.identifier.doi"][0]["value"]
except KeyError:
item_doi = ""
try:
item_handle = item["metadata"]["dc.identifier.uri"][0]["value"]
# Normalize some URIs since CIMMYT seems to have mixed HTTP/HTTPS
if "http://hdl.handle.net" in item_handle:
item_handle = item_handle.replace(
"http://hdl.handle.net", "https://hdl.handle.net"
)
except KeyError:
item_handle = ""
try:
item_date_issued = item["metadata"]["dc.date.issued"][0]["value"]
except KeyError:
item_date_issued = ""
try:
item_journal = item["metadata"]["dc.source.journal"][0]["value"]
except KeyError:
item_journal = ""
try:
item_issn = item["metadata"]["dc.source.issn"][0]["value"]
except KeyError:
item_issn = ""
try:
item_publisher = item["metadata"]["dc.publisher"][0]["value"]
except KeyError:
try:
item_publisher = item["metadata"]["dcterms.publisher"][0]["value"]
except KeyError:
item_publisher = ""
try:
item_extent = item["metadata"]["dc.description.pages"][0]["value"]
except KeyError:
item_extent = ""
# Append all subjects
item_subjects = []
try:
for item_subject in item["metadata"]["dc.subject.agrovoc"]:
if item_subject["value"].lower() not in item_subjects:
item_subjects.append(item_subject["value"].lower())
except KeyError:
pass
try:
for item_subject in item["metadata"]["dc.subject.keywords"]:
if item_subject["value"].lower() not in item_subjects:
item_subjects.append(item_subject["value"].lower())
except KeyError:
pass
item_countries = []
try:
for item_country in item["metadata"]["dc.coverage.countryfocus"]:
if item_country["value"] not in item_countries:
item_countries.append(item_country["value"])
except KeyError:
pass
# Get language in order of most likelihood in CIMMYT's repository. For
# Articles it seems they mostly use dc.language:
# dc.language: 2234
# dcterms.language: 870
try:
item_language = item["metadata"]["dc.language"][0]["value"]
except KeyError:
try:
item_language = item["metadata"]["dcterms.language"][0]["value"]
except KeyError:
item_language = ""
writer.writerow(
{
"Title": item_title,
"Authors": "; ".join(item_authors),
"Abstract": item_abstract,
"Language": item_language,
"DOI": item_doi,
"Repository link": item_handle,
"Publication date": item_date_issued,
"Journal": item_journal,
"ISSN": item_issn,
"Publisher": item_publisher,
"Pages": item_extent,
"Funders": "; ".join(item_funders),
"Subjects": "; ".join(item_subjects),
"Countries": "; ".join(item_countries),
}
)
logger.info("Wrote /tmp/cimmyt.csv")