aboutsummaryrefslogtreecommitdiffstats
path: root/python/fatcat_tools
diff options
context:
space:
mode:
Diffstat (limited to 'python/fatcat_tools')
-rw-r--r--python/fatcat_tools/harvest/__init__.py5
-rw-r--r--python/fatcat_tools/harvest/oaipmh.py19
-rw-r--r--python/fatcat_tools/harvest/pubmed.py249
-rw-r--r--python/fatcat_tools/importers/__init__.py2
-rw-r--r--python/fatcat_tools/importers/common.py65
-rw-r--r--python/fatcat_tools/importers/crossref.py8
-rw-r--r--python/fatcat_tools/importers/datacite.py10
-rw-r--r--python/fatcat_tools/importers/jalc.py12
-rw-r--r--python/fatcat_tools/importers/pubmed.py27
-rw-r--r--python/fatcat_tools/transforms/csl.py18
-rw-r--r--python/fatcat_tools/workers/changelog.py3
11 files changed, 384 insertions, 34 deletions
diff --git a/python/fatcat_tools/harvest/__init__.py b/python/fatcat_tools/harvest/__init__.py
index 7d814696..b3757a7d 100644
--- a/python/fatcat_tools/harvest/__init__.py
+++ b/python/fatcat_tools/harvest/__init__.py
@@ -1,5 +1,6 @@
from .harvest_common import HarvestState
from .doi_registrars import HarvestCrossrefWorker, HarvestDataciteWorker
-from .oaipmh import HarvestArxivWorker, HarvestPubmedWorker,\
- HarvestDoajArticleWorker, HarvestDoajJournalWorker
+from .oaipmh import HarvestArxivWorker, HarvestDoajArticleWorker, \
+ HarvestDoajJournalWorker
+from .pubmed import PubmedFTPWorker
diff --git a/python/fatcat_tools/harvest/oaipmh.py b/python/fatcat_tools/harvest/oaipmh.py
index 11b5fa0a..c95f3445 100644
--- a/python/fatcat_tools/harvest/oaipmh.py
+++ b/python/fatcat_tools/harvest/oaipmh.py
@@ -132,25 +132,6 @@ class HarvestArxivWorker(HarvestOaiPmhWorker):
self.name = "arxiv"
-class HarvestPubmedWorker(HarvestOaiPmhWorker):
- """
- Will likely be doing MEDLINE daily batch imports for primary metadata, but
- might also want to run a PMC importer to update fulltext and assign OA
- licenses (when appropriate).
-
- Pubmed refs:
- - https://www.ncbi.nlm.nih.gov/pmc/tools/oai/
- - https://www.ncbi.nlm.nih.gov/pmc/oai/oai.cgi?verb=GetRecord&identifier=oai:pubmedcentral.nih.gov:152494&metadataPrefix=pmc_fm
- - https://github.com/titipata/pubmed_parser
- """
-
- def __init__(self, **kwargs):
- super().__init__(**kwargs)
- self.endpoint_url = "https://www.ncbi.nlm.nih.gov/pmc/oai/oai.cgi"
- self.metadata_prefix = "pmc_fm"
- self.name = "pubmed"
-
-
class HarvestDoajJournalWorker(HarvestOaiPmhWorker):
"""
WARNING: DOAJ OAI-PMH doesn't seem to respect 'from' and 'until' params
diff --git a/python/fatcat_tools/harvest/pubmed.py b/python/fatcat_tools/harvest/pubmed.py
new file mode 100644
index 00000000..3f31696e
--- /dev/null
+++ b/python/fatcat_tools/harvest/pubmed.py
@@ -0,0 +1,249 @@
+"""
+Pubmed harvest via FTP.
+
+Assumptions:
+
+* fixed hostname and directory structure
+* XML files are gzip compressed
+* accompanying HTML files contain correct dates
+"""
+
+import collections
+import gzip
+import io
+import os
+import re
+import shutil
+import sys
+import tempfile
+import time
+import xml.etree.ElementTree as ET
+from ftplib import FTP
+from urllib.parse import urljoin, urlparse
+
+import dateparser
+from bs4 import BeautifulSoup
+from confluent_kafka import KafkaException, Producer
+
+from .harvest_common import HarvestState
+
+
+class PubmedFTPWorker:
+ """
+ Access Pubmed FTP for daily updates.
+
+ * Server directory: ftp://ftp.ncbi.nlm.nih.gov/pubmed/updatefiles
+ * Docs: ftp://ftp.ncbi.nlm.nih.gov/pubmed/updatefiles/README.txt
+
+ Daily Update Files (02/2020)
+ ----------------------------
+ Each day, NLM produces update files that include new, revised and deleted
+ citations. The first Update file to be loaded after loading the complete
+ set of 2019 MEDLINE/PubMed Baseline files is pubmed20n1016.xml.
+
+ Usually, three files per update, e.g.:
+
+ * ftp://ftp.ncbi.nlm.nih.gov/pubmed/updatefiles/pubmed20n1016_stats.html
+ * ftp://ftp.ncbi.nlm.nih.gov/pubmed/updatefiles/pubmed20n1016.xml.gz
+ * ftp://ftp.ncbi.nlm.nih.gov/pubmed/updatefiles/pubmed20n1016.xml.gz.md5
+
+ Currently (02/2020) the HTML contains the date.
+
+ <html>
+ <head><title></title></head>
+ <body>
+ <h4>Filename: pubmed20n1019.xml -- Created: Wed Dec 18 14:31:09 EST 2019</h4>
+ <table cellspacing="0" cellpadding="0" border="0" width="300">
+ <tr>
+
+ """
+ def __init__(self, kafka_hosts, produce_topic, state_topic, start_date=None, end_date=None):
+ self.name = 'Pubmed'
+ self.host = 'ftp.ncbi.nlm.nih.gov'
+ self.produce_topic = produce_topic
+ self.state_topic = state_topic
+ self.kafka_config = {
+ 'bootstrap.servers': kafka_hosts,
+ 'message.max.bytes': 20000000, # ~20 MBytes; broker is ~50 MBytes
+ }
+ self.loop_sleep = 60 * 60 # how long to wait, in seconds, between date checks
+ self.state = HarvestState(start_date, end_date)
+ self.state.initialize_from_kafka(self.state_topic, self.kafka_config)
+ self.producer = self._kafka_producer()
+ self.date_file_map = None
+
+ def _kafka_producer(self):
+ def fail_fast(err, msg):
+ if err is not None:
+ print("Kafka producer delivery error: {}".format(err), file=sys.stderr)
+ print("Bailing out...", file=sys.stderr)
+ # TODO: should it be sys.exit(-1)?
+ raise KafkaException(err)
+
+ self._kafka_fail_fast = fail_fast
+
+ producer_conf = self.kafka_config.copy()
+ producer_conf.update({
+ 'delivery.report.only.error': True,
+ 'default.topic.config': {
+ 'request.required.acks': -1, # all brokers must confirm
+ },
+ })
+ return Producer(producer_conf)
+
+ def fetch_date(self, date):
+ """
+ Fetch file for a given date and feed Kafka one article per message. If
+ the fetched XML does not contain a PMID, this method will fail.
+
+ If no date file mapping is found, this will fail.
+ """
+ if self.date_file_map is None:
+ raise ValueError("cannot fetch date without date file mapping")
+
+ date_str = date.strftime('%Y-%m-%d')
+ paths = self.date_file_map.get(date_str)
+ if paths is None:
+ print("WARN: no pubmed update for this date: {} (UTC), available dates were: {}".format(date_str, self.date_file_map), file=sys.stderr)
+ return False
+
+ count = 0
+ for path in paths:
+ # Fetch and decompress file.
+ url = "ftp://{}{}".format(self.host, path)
+ filename = ftpretr(url)
+ with tempfile.NamedTemporaryFile(prefix='fatcat-ftp-tmp-', delete=False) as decomp:
+ gzf = gzip.open(filename)
+ shutil.copyfileobj(gzf, decomp)
+
+ # Here, blob is the unparsed XML; we peek into it to use PMID as
+ # message key. We need streaming, since some updates would consume
+ # GBs otherwise.
+ # WARNING: Parsing foreign XML exposes us at some
+ # https://docs.python.org/3/library/xml.html#xml-vulnerabilities
+ # here.
+ for blob in xmlstream(decomp.name, 'PubmedArticle', encoding='utf-8'):
+ soup = BeautifulSoup(blob, 'xml')
+ pmid = soup.find('PMID')
+ if pmid is None:
+ raise ValueError("no PMID found, please adjust identifier extraction")
+ count += 1
+ if count % 50 == 0:
+ print("... up to {}".format(count), file=sys.stderr)
+ self.producer.produce(self.produce_topic, blob, key=pmid.text, on_delivery=self._kafka_fail_fast)
+
+ self.producer.flush()
+ os.remove(filename)
+ os.remove(decomp.name)
+
+ return True
+
+ def run(self, continuous=False):
+ while True:
+ self.date_file_map = generate_date_file_map(host=self.host)
+ if len(self.date_file_map) == 0:
+ raise ValueError("map from dates to files should not be empty, maybe the HTML changed?")
+
+ current = self.state.next(continuous)
+ if current:
+ print("Fetching citations updated on {} (UTC)".format(current), file=sys.stderr)
+ self.fetch_date(current)
+ self.state.complete(current, kafka_topic=self.state_topic, kafka_config=self.kafka_config)
+ continue
+
+ if continuous:
+ print("Sleeping {} seconds...".format(self.loop_sleep))
+ time.sleep(self.loop_sleep)
+ else:
+ break
+ print("{} FTP ingest caught up".format(self.name))
+
+
+def generate_date_file_map(host='ftp.ncbi.nlm.nih.gov'):
+ """
+ Generate a DefaultDict[string, set] mapping dates to absolute filepaths on
+ the server (mostly we have one file, but sometimes more).
+
+ Example: {"2020-01-02": set(["/pubmed/updatefiles/pubmed20n1016.xml.gz"]), ...}
+ """
+ mapping = collections.defaultdict(set)
+ pattern = re.compile(r'Filename: ([^ ]*.xml) -- Created: ([^<]*)')
+ ftp = FTP(host)
+ ftp.login()
+ filenames = ftp.nlst('/pubmed/updatefiles')
+
+ for name in filenames:
+ if not name.endswith('.html'):
+ continue
+ sio = io.StringIO()
+ ftp.retrlines('RETR {}'.format(name), sio.write)
+ contents = sio.getvalue()
+ match = pattern.search(contents)
+ if match is None:
+ print('pattern miss in {} on: {}, may need to adjust pattern: {}'.format(name, contents, pattern), file=sys.stderr)
+ continue
+ filename, filedate = match.groups() # ('pubmed20n1017.xml', 'Tue Dec 17 15:23:32 EST 2019')
+ date = dateparser.parse(filedate)
+ fullpath = '/pubmed/updatefiles/{}.gz'.format(filename)
+ date_str = date.strftime('%Y-%m-%d')
+ mapping[date_str].add(fullpath)
+ print('added entry for {}: {}'.format(date_str, fullpath), file=sys.stderr)
+
+ print('generated date-file mapping for {} dates'.format(len(mapping)), file=sys.stderr)
+ return mapping
+
+
+def ftpretr(url):
+ """
+ Note: This might move into a generic place in the future.
+
+ Fetch (RETR) a remote file given by its URL (e.g.
+ "ftp://ftp.ncbi.nlm.nih.gov/pubmed/updatefiles/pubmed20n1016.xml.gz") to a
+ local temporary file. Returns the name of the local, closed temporary file.
+
+ It is the reponsibility of the caller to cleanup the temporary file.
+ """
+ parsed = urlparse(url)
+ server, path = parsed.netloc, parsed.path
+ ftp = FTP(server)
+ ftp.login()
+ with tempfile.NamedTemporaryFile(prefix='fatcat-ftp-tmp-', delete=False) as f:
+ print('retrieving {} from {} to {} ...'.format(path, server, f.name), file=sys.stderr)
+ ftp.retrbinary('RETR %s' % path, f.write)
+ ftp.close()
+ return f.name
+
+
+def xmlstream(filename, tag, encoding='utf-8'):
+ """
+ Note: This might move into a generic place in the future.
+
+ Given a path to an XML file and a tag name (without namespace), stream
+ through the XML and yield elements denoted by tag as string.
+
+ for snippet in xmlstream("sample.xml", "sometag"):
+ print(len(snippet))
+
+ Known vulnerabilities: https://docs.python.org/3/library/xml.html#xml-vulnerabilities
+ """
+ def strip_ns(tag):
+ if not '}' in tag:
+ return tag
+ return tag.split('}')[1]
+
+ # https://stackoverflow.com/a/13261805, http://effbot.org/elementtree/iterparse.htm
+ context = iter(ET.iterparse(filename, events=(
+ 'start',
+ 'end',
+ )))
+ try:
+ _, root = next(context)
+ except StopIteration:
+ return
+
+ for event, elem in context:
+ if not strip_ns(elem.tag) == tag or event == 'start':
+ continue
+
+ yield ET.tostring(elem, encoding=encoding)
+ root.clear()
diff --git a/python/fatcat_tools/importers/__init__.py b/python/fatcat_tools/importers/__init__.py
index 10557ef8..c26446fd 100644
--- a/python/fatcat_tools/importers/__init__.py
+++ b/python/fatcat_tools/importers/__init__.py
@@ -12,7 +12,7 @@ To run an import you combine two classes; one each of:
"""
-from .common import EntityImporter, JsonLinePusher, LinePusher, CsvPusher, SqlitePusher, Bs4XmlFilePusher, Bs4XmlLargeFilePusher, Bs4XmlLinesPusher, Bs4XmlFileListPusher, KafkaJsonPusher, make_kafka_consumer, clean, is_cjk, LANG_MAP_MARC
+from .common import EntityImporter, JsonLinePusher, LinePusher, CsvPusher, SqlitePusher, Bs4XmlFilePusher, Bs4XmlLargeFilePusher, Bs4XmlLinesPusher, Bs4XmlFileListPusher, KafkaJsonPusher, KafkaBs4XmlPusher, make_kafka_consumer, clean, is_cjk, LANG_MAP_MARC
from .crossref import CrossrefImporter, CROSSREF_TYPE_MAP, lookup_license_slug
from .datacite import DataciteImporter
from .jalc import JalcImporter
diff --git a/python/fatcat_tools/importers/common.py b/python/fatcat_tools/importers/common.py
index 694ef359..da611ecb 100644
--- a/python/fatcat_tools/importers/common.py
+++ b/python/fatcat_tools/importers/common.py
@@ -730,6 +730,71 @@ class Bs4XmlFileListPusher(RecordPusher):
print(counts)
return counts
+class KafkaBs4XmlPusher(RecordPusher):
+ """
+ Fetch XML for an article from Kafka, parse via Bs4.
+ """
+ def __init__(self, importer, kafka_hosts, kafka_env, topic_suffix, group, **kwargs):
+ self.importer = importer
+ self.consumer = make_kafka_consumer(
+ kafka_hosts,
+ kafka_env,
+ topic_suffix,
+ group,
+ kafka_namespace=kwargs.get('kafka_namespace', 'fatcat')
+ )
+ self.poll_interval = kwargs.get('poll_interval', 5.0)
+ self.consume_batch_size = kwargs.get('consume_batch_size', 25)
+
+ def run(self):
+ count = 0
+ last_push = datetime.datetime.now()
+ while True:
+ # Note: this is batch-oriented, because underlying importer is
+ # often batch-oriented, but this doesn't confirm that entire batch
+ # has been pushed to fatcat before commiting offset. Eg, consider
+ # case where there there is one update and thousands of creates;
+ # update would be lingering in importer, and if importer crashed
+ # never created.
+ # This is partially mitigated for the worker case by flushing any
+ # outstanding editgroups every 5 minutes, but there is still that
+ # window when editgroups might be hanging (unsubmitted).
+ batch = self.consumer.consume(
+ num_messages=self.consume_batch_size,
+ timeout=self.poll_interval)
+ print("... got {} kafka messages ({}sec poll interval)".format(
+ len(batch), self.poll_interval))
+ if not batch:
+ if datetime.datetime.now() - last_push > datetime.timedelta(minutes=5):
+ # it has been some time, so flush any current editgroup
+ self.importer.finish()
+ last_push = datetime.datetime.now()
+ #print("Flushed any partial import batch: {}".format(self.importer.counts))
+ continue
+ # first check errors on entire batch...
+ for msg in batch:
+ if msg.error():
+ raise KafkaException(msg.error())
+ # ... then process
+ for msg in batch:
+ soup = BeautifulSoup(msg.value().decode('utf-8'), "xml")
+ self.importer.push_record(soup)
+ soup.decompose()
+ count += 1
+ if count % 500 == 0:
+ print("Import counts: {}".format(self.importer.counts))
+ last_push = datetime.datetime.now()
+ for msg in batch:
+ # locally store offsets of processed messages; will be
+ # auto-commited by librdkafka from this "stored" value
+ self.consumer.store_offsets(message=msg)
+
+ # TODO: should catch UNIX signals (HUP?) to shutdown cleanly, and/or
+ # commit the current batch if it has been lingering
+ counts = self.importer.finish()
+ print(counts)
+ self.consumer.close()
+ return counts
class KafkaJsonPusher(RecordPusher):
diff --git a/python/fatcat_tools/importers/crossref.py b/python/fatcat_tools/importers/crossref.py
index 18703a1a..9617299c 100644
--- a/python/fatcat_tools/importers/crossref.py
+++ b/python/fatcat_tools/importers/crossref.py
@@ -163,6 +163,14 @@ class CrossrefImporter(EntityImporter):
self.counts['skip-blank-title'] += 1
return False
+ # these are pre-registered DOIs before the actual record is ready
+ # title is a list of titles
+ if obj.get('title')[0].strip().lower() in [
+ "OUP accepted manuscript".lower(),
+ ]:
+ self.counts['skip-stub-title'] += 1
+ return False
+
# do most of these checks in-line below
return True
diff --git a/python/fatcat_tools/importers/datacite.py b/python/fatcat_tools/importers/datacite.py
index 9250fc5e..81f00876 100644
--- a/python/fatcat_tools/importers/datacite.py
+++ b/python/fatcat_tools/importers/datacite.py
@@ -222,6 +222,7 @@ class DataciteImporter(EntityImporter):
self.read_issn_map_file(issn_map_file)
self.debug = debug
self.insert_log_file = insert_log_file
+ self.this_year = datetime.datetime.now().year
print('datacite with debug={}'.format(self.debug), file=sys.stderr)
@@ -311,6 +312,12 @@ class DataciteImporter(EntityImporter):
release_date, release_month, release_year = parse_datacite_dates(
attributes.get('dates', []))
+ # block bogus far-future years/dates
+ if release_year is not None and (release_year > (self.this_year + 5) or release_year < 1000):
+ release_date = None
+ release_month = None
+ release_year = None
+
# Some records do not use the "dates" field (e.g. micropub), but:
# "attributes.published" or "attributes.publicationYear"
if not any((release_date, release_month, release_year)):
@@ -714,7 +721,8 @@ class DataciteImporter(EntityImporter):
name_scheme = nid.get('nameIdentifierScheme', '') or ''
if not name_scheme.lower() == "orcid":
continue
- orcid = nid.get('nameIdentifier', '').replace('https://orcid.org/', '')
+ orcid = nid.get('nameIdentifier') or ''
+ orcid = orcid.replace('https://orcid.org/', '')
if not orcid:
continue
creator_id = self.lookup_orcid(orcid)
diff --git a/python/fatcat_tools/importers/jalc.py b/python/fatcat_tools/importers/jalc.py
index a0e0086b..351a20a3 100644
--- a/python/fatcat_tools/importers/jalc.py
+++ b/python/fatcat_tools/importers/jalc.py
@@ -209,10 +209,14 @@ class JalcImporter(EntityImporter):
release_year = int(date)
pages = None
- if record.startingPage:
- pages = record.startingPage.string
- if record.endingPage:
- pages = "{}-{}".format(pages, record.endingPage.string)
+ if record.startingPage and record.startingPage.string.strip():
+ pages = record.startingPage.string.strip()
+ if record.endingPage and record.endingPage.string.strip():
+ pages = "{}-{}".format(pages, record.endingPage.string.strip())
+ # double check to prevent "-" as pages
+ if pages and pages.strip() == '-':
+ pages = None
+
volume = None
if record.volume:
volume = record.volume.string
diff --git a/python/fatcat_tools/importers/pubmed.py b/python/fatcat_tools/importers/pubmed.py
index c32ce34a..3ecf5ef4 100644
--- a/python/fatcat_tools/importers/pubmed.py
+++ b/python/fatcat_tools/importers/pubmed.py
@@ -616,7 +616,10 @@ class PubmedImporter(EntityImporter):
### References
refs = []
if pubmed.ReferenceList:
- for ref in pubmed.ReferenceList.find_all('Reference'):
+ # note that Reference always exists within a ReferenceList, but
+ # that there may be multiple ReferenceList (eg, sometimes one per
+ # Reference)
+ for ref in pubmed.find_all('Reference'):
ref_extra = dict()
ref_doi = ref.find("ArticleId", IdType="doi")
if ref_doi:
@@ -729,8 +732,29 @@ class PubmedImporter(EntityImporter):
existing.ext_ids.doi = existing.ext_ids.doi or re.ext_ids.doi
existing.ext_ids.pmid = existing.ext_ids.pmid or re.ext_ids.pmid
existing.ext_ids.pmcid = existing.ext_ids.pmcid or re.ext_ids.pmcid
+
+ existing.container_id = existing.container_id or re.container_id
existing.refs = existing.refs or re.refs
+ existing.abstracts = existing.abstracts or re.abstracts
existing.extra['pubmed'] = re.extra['pubmed']
+
+ # fix stub titles
+ if existing.title in [
+ "OUP accepted manuscript",
+ ]:
+ existing.title = re.title
+
+ existing.original_title = existing.original_title or re.original_title
+ existing.release_type = existing.release_type or re.release_type
+ existing.release_stage = existing.release_stage or re.release_stage
+ existing.release_date = existing.release_date or re.release_date
+ existing.release_year = existing.release_year or re.release_year
+ existing.withdrawn_status = existing.withdrawn_status or re.withdrawn_status
+ existing.volume = existing.volume or re.volume
+ existing.issue = existing.issue or re.issue
+ existing.pages = existing.pages or re.pages
+ existing.language = existing.language or re.language
+
# update subtitle in-place first
if not existing.subtitle and existing.extra.get('subtitle'):
subtitle = existing.extra.pop('subtitle')
@@ -740,6 +764,7 @@ class PubmedImporter(EntityImporter):
existing.subtitle = subtitle
if not existing.subtitle:
existing.subtitle = re.subtitle
+
try:
self.api.update_release(self.get_editgroup_id(), existing.ident, existing)
self.counts['update'] += 1
diff --git a/python/fatcat_tools/transforms/csl.py b/python/fatcat_tools/transforms/csl.py
index 7ab94cac..832ad6aa 100644
--- a/python/fatcat_tools/transforms/csl.py
+++ b/python/fatcat_tools/transforms/csl.py
@@ -37,8 +37,9 @@ def release_to_csl(entity):
# Default to "local" (publication-specific) metadata; fall back to
# creator-level
family = contrib.surname or contrib.creator.surname or (contrib.raw_name and contrib.raw_name.split()[-1])
- if not contrib.raw_name:
- raise ValueError("CSL requires some surname (family name)")
+ if not family:
+ # CSL requires some surname (family name)
+ continue
c = dict(
family=family,
given=contrib.given_name or contrib.creator.given_name,
@@ -49,22 +50,27 @@ def release_to_csl(entity):
#static-ordering
literal=contrib.raw_name or contrib.creator.display_name,
#parse-names,
- role=contrib.role,
+ # role must be defined; default to author
+ role=contrib.role or 'author',
)
else:
family = contrib.surname or (contrib.raw_name and contrib.raw_name.split()[-1])
- if not contrib.raw_name:
- raise ValueError("CSL requires some surname (family name)")
+ if not family:
+ # CSL requires some surname (family name)
+ continue
c = dict(
family=family,
given=contrib.given_name,
literal=contrib.raw_name,
- role=contrib.role,
+ # role must be defined; default to author
+ role=contrib.role or 'author',
)
for k in list(c.keys()):
if not c[k]:
c.pop(k)
contribs.append(c)
+ if not contribs:
+ raise ValueError("citeproc requires at least one author with a surname")
abstract = None
if entity.abstracts:
abstract = entity.abstracts[0].content
diff --git a/python/fatcat_tools/workers/changelog.py b/python/fatcat_tools/workers/changelog.py
index b84d5e70..5783bbfc 100644
--- a/python/fatcat_tools/workers/changelog.py
+++ b/python/fatcat_tools/workers/changelog.py
@@ -107,6 +107,9 @@ class EntityUpdatesWorker(FatcatWorker):
"10.1101/",
# researchgate
"10.13140/",
+ # the lancet (often hybrid OA)
+ "10.1016/s0140-6736",
+ "10.1016/s2213-2600",
]
def want_live_ingest(self, release, ingest_request):
generated by cgit v1.2.3 (git 2.39.1) at 2025-10-25 02:07:18 +0000