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uitour.py
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uitour.py
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# Same as the osdistribution.py example in jydoop
from collections import defaultdict
import json
import sys
import traceback
pymap = map
def enum_paths(dct, path=[]):
if not hasattr(dct, 'items'):
path.append(dct)
yield path
return
for k,v in dct.iteritems():
for p in enum_paths(v, path + [k]):
yield p
def map(k, d, v, cx):
try:
j = json.loads(v)
if not "simpleMeasurements" in j:
return
s = j["simpleMeasurements"]
if not "UITelemetry" in s:
return
sysinfo = j["info"]
ui = s["UITelemetry"]
countableEventBuckets = []
customizeBuckets = []
prefix = sysinfo["OS"]
tour_seen = "none"
if "toolbars" in ui:
toolbars = ui["toolbars"]
if not "menuBarEnabled" in toolbars: #remove weird incomplete cases
return
cx.write(prefix+ ",none,instances", 1)
countableEvents = toolbars.get("countableEvents", {})
feature_measures = {}
#note: simple swaps in "kept"
feature_measures["features_kept"] = toolbars.get("defaultKept",[])
feature_measures["features_moved"] = toolbars.get("defaultMoved",[])
feature_measures["extra_features_added"] = toolbars.get("nondefaultAdded", [])
feature_measures["features_removed"] = toolbars.get("defaultRemoved", [])
if "UITour" in ui:
for tour in ui["UITour"]["seenPageIDs"]:
tour_seen = tour
cx.write(prefix + "," + tour + "," + "seenPage-" + tour, 1)
#TODO: error checking on more than one tour
for k,v in toolbars.iteritems():
if k not in ["defaultKept", "defaultMoved", "nondefaultAdded", "defaultRemoved", "countableEvents", "durations"]:
v = str(v)
v = v.replace(",", " ") #remove commas in the tab arrays that will mess us up later
cx.write(prefix + "," + tour_seen + ","+ k + "-" + str(v), 1)
bucketDurations = defaultdict(list)
durations = toolbars.get("durations",{}).get("customization",[])
for e in durations:
#correct for addition of firstrun buckets
if type(e) is dict:
bucketDurations[e["bucket"]].append(e["duration"])
#if the default bucket is "__DEFAULT__", no tour has been seen
else:
bucketDurations["none"].append(e)
for d,l in bucketDurations.items():
bucket = "none" if d == "__DEFAULT__" else d
for i in l:
cx.write(prefix + "," + bucket + "," + "customization_time", i)
#record the locations and movement of the customization items
#write out entire set for a user(dist),
#and also each individual item
for e,v in feature_measures.items():
for item in v:
cx.write(prefix + "," + tour_seen + "," + e+"-"+item, 1)
#this will break pre-Australis
for event_string in enum_paths(countableEvents,[]):
bucket = "none" if event_string[0] == "__DEFAULT__" else event_string[0]
cx.write(prefix+"," + bucket + "," + "-".join(event_string[1:-1]), event_string[-1])
except Exception, e:
print >> sys.stderr, "ERROR:", e
print >> sys.stderr, traceback.format_exc()
cx.write("ERROR:", str(e))
def combine(k, v, cx):
if k == "ERROR:":
for i in set(v):
cx.write(k, i)
return
if k.endswith(" count") or k.endswith(" sum"):
cx.write(k + " sum", sum(pymap(float,v)))
return
cx.write(k + " count", len(v))
cx.write(k + " sum", sum(pymap(float,v)))
def reduce(k, v, cx):
if k == "ERROR:":
for i in set(v):
cx.write(k, i)
return
cx.write(u",".join([k,"count"]), len(v))
cx.write(u",".join([k,"sum"]), sum(pymap(float,v)))