def get_next_sentence():
session = create_session()
user = flask.request.remote_user if flask.request.remote_user is not None else "guest"
claim = get_next_assignment(session,
user,
testMode='test' in request.args,
oracleAnnotatorMode='oracle' in request.args)
session.close()
return jsonify(claim)
def get_claim(claim_id):
session = create_session()
claim = session.query(Claim).join(Sentence).filter(
Claim.id == int(claim_id)).first()
doc = get_wiki_clean(claim.sentence.entity_id, redirects)["text"]
ret = {
"id": claim.id,
"entity": claim.sentence.entity_id,
"body": doc,
"claim": {
"text": claim.text
},
"sentence": claim.sentence.text
}
session.close()
return jsonify(ret)
from collections import defaultdict
from statsmodels.stats.inter_rater import fleiss_kappa
from annotation.schema.annotations_rds import create_session
session = create_session()
claims = session.execute("""
select claim.id,
annotation.user,
annotation.verifiable,
date_format(annotation.created, '%Y-%m-%d') as Date,
date_format(annotation.created, '%Y-%U') AS Week
from annotation
inner join claim on claim.id = annotation.claim_id
where claim.isReval = 1
order by Date asc
""").fetchall()
claims_dict = defaultdict(list)
def row_ct(row):
rowct = []
for i in range(5):
rowct.append(row.count(i))
return rowct
def post_labels(label_id):
labels = request.get_json()
session = create_session()
claim = session.query(Claim).join(Sentence).filter(
Claim.id == int(label_id)).first()
user = flask.request.remote_user if flask.request.remote_user is not None else "guest"
anno = Annotation(user=user,
claim_id=claim.id,
created=func.now(),
sentencesVisited=int(labels["countAll"]),
customPagesAdded=int(labels["customCount"]),
timeTakenToAnnotate=int(labels["timer"]),
isTestMode=bool(labels['testingMode']),
isOracleMaster=bool(labels['oracleMode']),
page=claim.sentence.entity_id,
version=4,
verifiable=int(labels["verifiable"]))
session.add(anno)
session.commit()
# Treat flagged-but-submitted claims as normal submissions
if int(labels['verifiable']) == 1 or int(labels['verifiable']) == -1:
for verdict in labels["supporting"]:
vdct = AnnotationVerdict(annotation_id=anno.id, verdict=1)
session.add(vdct)
session.commit()
session.add(
LineAnnotation(page=claim.sentence.entity_id,
line_number=verdict,
verdict_id=vdct.id))
for doc in labels['sentences'][str(verdict)].keys():
for line in labels['sentences'][str(verdict)][doc].keys():
if bool(labels['sentences'][str(verdict)][doc][line]):
session.add(
LineAnnotation(page=doc,
line_number=int(line),
verdict_id=vdct.id))
for verdict in labels["refuting"]:
vdct = AnnotationVerdict(annotation_id=anno.id, verdict=2)
session.add(vdct)
session.commit()
session.add(
LineAnnotation(page=claim.sentence.entity_id,
line_number=verdict,
verdict_id=vdct.id))
for doc in labels['sentences'][str(verdict)].keys():
for line in labels['sentences'][str(verdict)][doc].keys():
if bool(labels['sentences'][str(verdict)][doc][line]):
session.add(
LineAnnotation(page=doc,
line_number=int(line),
verdict_id=vdct.id))
session.commit()
session.close()
return jsonify([])
