def person_session_stats_overview(request, session, cohort, specific_stat):
from person.views_sessionstats import get_cohort_name, stat_titles
try:
stats = Person.load_session_stats(session)
except ValueError:
# no stats
raise Http404()
if specific_stat is not None and specific_stat not in stat_titles:
# no stats
raise Http404()
try:
cohort_title = get_cohort_name(cohort, True) if cohort else None
except ValueError:
# invalid URL
raise Http404()
# Get all of the cohorts in the data.
cohorts = {}
cohort_keys = set()
for person in stats["people"].values():
for c in person["cohorts"]:
c = c["key"]
cohorts[c] = cohorts.get(c, 0) + 1
cohort_keys.add(c)
cohorts = [(-v, k, get_cohort_name(k, True), v)
for k, v in cohorts.items() if "delegation" not in k and v > 10]
cohorts = sorted(cohorts)
# Gather data.
metrics = {}
for pid, person in stats["people"].items():
try:
personobj = Person.objects.get(id=int(pid))
except:
# debugging
continue
for stat, statinfo in person["stats"].items():
if specific_stat is not None and stat != specific_stat: continue
for cohort_key, context in statinfo.get("context", {}).items():
# filter by cohort, if we're doing that
if cohort is not None and cohort != cohort_key: continue
if cohort is None and cohort_key not in ("house", "senate"):
continue
# create an entry for this statistic
metrics.setdefault(
stat, {
"key": stat,
"title": stat_titles[stat]["title"],
"superlatives": stat_titles[stat]["superlatives"],
"icon": stat_titles[stat]["icon"],
"contexts": {}
})
metrics[stat]["title"] = metrics[stat]["title"].replace(
"{{other_chamber}}", "Other Chamber")
metrics[stat]["contexts"].setdefault(
cohort_key, {
"key": cohort_key,
"title": get_cohort_name(cohort_key, True),
"N": context["N"],
"people": ([], []),
})
# if this person ranks #1, #2, #3, fill him in
c = metrics[stat]["contexts"][cohort_key]["people"]
if specific_stat is not None:
c[0].append((context["rank_descending"], statinfo["value"],
personobj))
elif context["rank_ties"] <= 3:
if context["rank_ascending"] < 3:
c[1].append((context["rank_descending"],
statinfo["value"], personobj))
elif context["rank_descending"] < 3:
c[0].append((context["rank_descending"],
statinfo["value"], personobj))
metrics = sorted(metrics.values(), key=lambda m: m["title"])
for m in metrics:
m["contexts"] = sorted(m["contexts"].values(), key=lambda c: -c["N"])
for c in m["contexts"]:
c["people"][0].sort(
key=lambda v:
(v[0], v[2].sortname)) # sort by rank, then by name
c["people"][1].sort(key=lambda v: (v[0], v[2].sortname))
import dateutil.parser
return {
"session":
session,
"period":
session_stats_period(session, stats),
"meta":
stats["meta"],
"metrics":
metrics,
"cohorts":
cohorts,
"cohort":
cohort,
"cohort_title":
cohort_title,
"specific_stat":
specific_stat,
"specific_stat_title":
stat_titles[specific_stat]["title"].replace(
"{{other_chamber}}", "Other Chamber") if specific_stat else None,
"publishdate":
dateutil.parser.parse(stats["meta"]["as-of"]),
}
statinfo = stat_titles[statname]
tweet += statinfo["verb"][0].lower() + " " + statinfo["verb"][1] + " "
if groupinfo["rank_ascending"] == 1:
tweet += statinfo["superlatives"][1]
elif groupinfo["rank_descending"] == 1:
tweet += statinfo["superlatives"][0]
elif groupinfo["rank_ascending"] < group_info["rank_descending"]:
tweet += "?th " + statinfo["superlatives"][1]
else:
tweet += "?th " + statinfo["superlatives"][0]
tweet += " " + statinfo["verb"][2] + " "
tweet = tweet.replace(" ", " ")
tweet += "out of " + get_cohort_name(cohortname).replace("All ", "all ")
if allstats["meta"]["is_full_congress_stats"]:
tweet += " last Congress"
else:
tweet += " in " + str(allstats["meta"]["session"])
if groupinfo["rank_ties"] > 0:
tweet += " (tied w/ %d)" % groupinfo["rank_ties"]
tweet += ".\n"
tweet += "https://www.govtrack.us" + person.get_absolute_url() + "/report-card/" + str(allstats["meta"]["session"])
print(tweet.encode("utf8"))
print()
def person_session_stats_overview(request, session, cohort, specific_stat):
try:
stats = Person.load_session_stats(session)
except ValueError:
# no stats
raise Http404()
from person.views_sessionstats import get_cohort_name, stat_titles
try:
cohort_title = get_cohort_name(cohort, True) if cohort else None
except ValueError:
# invalid URL
raise Http404()
# Get all of the cohorts in the data.
cohorts = { }
cohort_keys = set()
for person in stats["people"].values():
for c in person["cohorts"]:
c = c["key"]
cohorts[c] = cohorts.get(c, 0) + 1
cohort_keys.add(c)
cohorts = [ (-v, k, get_cohort_name(k, True), v) for k,v in cohorts.items() if "delegation" not in k and v > 10]
cohorts = sorted(cohorts)
# Gather data.
metrics = { }
for pid, person in stats["people"].items():
try:
personobj = Person.objects.get(id=int(pid))
except:
# debugging
continue
for stat, statinfo in person["stats"].items():
if specific_stat is not None and stat != specific_stat: continue
for cohort_key, context in statinfo.get("context", {}).items():
# filter by cohort, if we're doing that
if cohort is not None and cohort != cohort_key: continue
if cohort is None and cohort_key not in ("house", "senate"): continue
# create an entry for this statistic
metrics.setdefault(stat, {
"key": stat,
"title": stat_titles[stat]["title"],
"superlatives": stat_titles[stat]["superlatives"],
"icon": stat_titles[stat]["icon"],
"contexts": { }
})
metrics[stat]["title"] = metrics[stat]["title"].replace("{{other_chamber}}", "Other Chamber")
metrics[stat]["contexts"].setdefault(cohort_key, {
"key": cohort_key,
"title": get_cohort_name(cohort_key, True),
"N": context["N"],
"people": ([], []),
})
# if this person ranks #1, #2, #3, fill him in
c = metrics[stat]["contexts"][cohort_key]["people"]
if specific_stat is not None:
c[0].append( (context["rank_descending"], statinfo["value"], personobj) )
elif context["rank_ties"] <= 3:
if context["rank_ascending"] < 3:
c[1].append( (context["rank_descending"], statinfo["value"], personobj) )
elif context["rank_descending"] < 3:
c[0].append( (context["rank_descending"], statinfo["value"], personobj) )
metrics = sorted(metrics.values(), key = lambda m : m["title"])
for m in metrics:
m["contexts"] = sorted(m["contexts"].values(), key = lambda c : -c["N"])
for c in m["contexts"]:
c["people"][0].sort()
c["people"][1].sort()
#from person.views_sessionstats import clean_person_stats
#for pid, personstats in stats["people"].items():
# clean_person_stats(personstats)
import dateutil.parser
return {
"session": session,
"period": session_stats_period(session, stats),
"meta": stats["meta"],
"metrics": metrics,
"cohorts": cohorts,
"cohort": cohort,
"cohort_title": cohort_title,
"specific_stat": specific_stat,
"specific_stat_title": stat_titles[specific_stat]["title"].replace("{{other_chamber}}", "Other Chamber") if specific_stat else None,
"publishdate": dateutil.parser.parse(stats["meta"]["as-of"]),
}
statinfo = stat_titles[statname]
tweet += statinfo["verb"][0].lower() + " " + statinfo["verb"][1] + " "
if groupinfo["rank_ascending"] == 1:
tweet += statinfo["superlatives"][1]
elif groupinfo["rank_descending"] == 1:
tweet += statinfo["superlatives"][0]
elif groupinfo["rank_ascending"] < group_info["rank_descending"]:
tweet += "?th " + statinfo["superlatives"][1]
else:
tweet += "?th " + statinfo["superlatives"][0]
tweet += " " + statinfo["verb"][2] + " "
tweet = tweet.replace(" ", " ")
tweet += "out of " + get_cohort_name(cohortname).replace("All ", "all ")
if allstats["meta"]["is_full_congress_stats"]:
tweet += " last Congress"
else:
tweet += " in " + str(allstats["meta"]["session"])
if groupinfo["rank_ties"] > 0:
tweet += " (tied w/ %d)" % groupinfo["rank_ties"]
tweet += ". "
tweet += "https://www.govtrack.us" + person.get_absolute_url() + "/report-card/" + session
print(tweet)
print()