def getShortLongModeShareDistance(user, start, end):
displayModes = getDisplayModes()
modeDistanceMap = {}
for mode in displayModes:
modeId = mode['mode_id']
if mode['mode_name'] in (motorizedModeList + longMotorizedModeList):
# We need to split it into short and long
if mode['mode_name'] in motorizedModeList:
specShort = appendDistanceFilter(
getQuerySpec(user, modeId, start, end), {"$lte": 5000})
specLong = appendDistanceFilter(
getQuerySpec(user, modeId, start, end), {"$gte": 5000})
else:
assert (mode['mode_name'] in longMotorizedModeList)
threshold = 600 * 1000 # 600km in meters
specShort = appendDistanceFilter(
getQuerySpec(user, modeId, start, end),
{"$lte": threshold})
specLong = appendDistanceFilter(
getQuerySpec(user, modeId, start, end),
{"$gte": threshold})
shortDistanceForMode = getDistanceForMode(specShort)
modeDistanceMap[mode['mode_name'] +
"_short"] = shortDistanceForMode
longDistanceForMode = getDistanceForMode(specLong)
modeDistanceMap[mode['mode_name'] + "_long"] = longDistanceForMode
else:
spec = getQuerySpec(user, mode['mode_id'], start, end)
distanceForMode = getDistanceForMode(spec)
modeDistanceMap[mode['mode_name']] = distanceForMode
return modeDistanceMap
def getSummaryAllTrips(start, end):
# totalModeShareDistance = getModeShareDistance(None, start, end)
totalShortLongModeShareDistance = getShortLongModeShareDistance(
None, start, end)
totalModeCarbonFootprint = getCarbonFootprintsForMap(
totalShortLongModeShareDistance, carbonFootprintForMode)
totalOptimalCarbonFootprint = getCarbonFootprintsForMap(
totalShortLongModeShareDistance, optimalCarbonFootprintForMode)
# Hack to prevent divide by zero on an empty DB.
# We will never really have an empty DB in the real production world,
# but shouldn't crash in that case.
# This is pretty safe because if we have no users, we won't have any modeCarbonFootprint either
nUsers = getDistinctUserCount(getQuerySpec(None, None, start, end))
if nUsers == 0:
nUsers = 1
sumModeCarbonFootprint = sum(totalModeCarbonFootprint.values())
sumOptimalCarbonFootprint = sum(totalOptimalCarbonFootprint.values())
sumModeShareDistance = old_div(
sum(totalShortLongModeShareDistance.values()), 1000)
# We need to calculate the sums before we delete certain modes from the mode share dict
delLongMotorizedModes(totalShortLongModeShareDistance)
logging.debug("After deleting long motorized mode, map is %s",
totalShortLongModeShareDistance)
totalModeCarbonFootprintNoLongMotorized = getCarbonFootprintsForMap(
totalShortLongModeShareDistance, carbonFootprintForMode)
totalOptimalCarbonFootprintNoLongMotorized = getCarbonFootprintsForMap(
totalShortLongModeShareDistance, optimalCarbonFootprintForMode)
return {
"current":
old_div(float(sumModeCarbonFootprint), nUsers),
"optimal":
old_div(float(sumOptimalCarbonFootprint), nUsers),
"current no air":
old_div(float(sum(totalModeCarbonFootprintNoLongMotorized.values())),
nUsers),
"optimal no air":
old_div(
float(sum(totalOptimalCarbonFootprintNoLongMotorized.values())),
nUsers),
"all drive":
old_div(
float(
(sumModeShareDistance * carbonFootprintForMode['car_short'])),
nUsers),
"SB375 mandate for 2035":
40.142892,
"EO 2050 goal (80% below 1990)":
8.28565
}
def getShortLongModeShareDistance(user, start, end):
displayModes = getDisplayModes()
modeDistanceMap = {}
for mode in displayModes:
modeId = mode["mode_id"]
if mode["mode_name"] in (motorizedModeList + longMotorizedModeList):
# We need to split it into short and long
if mode["mode_name"] in motorizedModeList:
specShort = appendDistanceFilter(getQuerySpec(user, modeId, start, end), {"$lte": 5000})
specLong = appendDistanceFilter(getQuerySpec(user, modeId, start, end), {"$gte": 5000})
else:
assert mode["mode_name"] in longMotorizedModeList
threshold = 600 * 1000 # 600km in meters
specShort = appendDistanceFilter(getQuerySpec(user, modeId, start, end), {"$lte": threshold})
specLong = appendDistanceFilter(getQuerySpec(user, modeId, start, end), {"$gte": threshold})
shortDistanceForMode = getDistanceForMode(specShort)
modeDistanceMap[mode["mode_name"] + "_short"] = shortDistanceForMode
longDistanceForMode = getDistanceForMode(specLong)
modeDistanceMap[mode["mode_name"] + "_long"] = longDistanceForMode
else:
spec = getQuerySpec(user, mode["mode_id"], start, end)
distanceForMode = getDistanceForMode(spec)
modeDistanceMap[mode["mode_name"]] = distanceForMode
return modeDistanceMap
def getSummaryAllTrips(start, end):
# totalModeShareDistance = getModeShareDistance(None, start, end)
totalShortLongModeShareDistance = getShortLongModeShareDistance(None, start, end)
totalModeCarbonFootprint = getCarbonFootprintsForMap(totalShortLongModeShareDistance, carbonFootprintForMode)
totalOptimalCarbonFootprint = getCarbonFootprintsForMap(
totalShortLongModeShareDistance, optimalCarbonFootprintForMode
)
# Hack to prevent divide by zero on an empty DB.
# We will never really have an empty DB in the real production world,
# but shouldn't crash in that case.
# This is pretty safe because if we have no users, we won't have any modeCarbonFootprint either
nUsers = getDistinctUserCount(getQuerySpec(None, None, start, end))
if nUsers == 0:
nUsers = 1
sumModeCarbonFootprint = sum(totalModeCarbonFootprint.values())
sumOptimalCarbonFootprint = sum(totalOptimalCarbonFootprint.values())
sumModeShareDistance = sum(totalShortLongModeShareDistance.values()) / 1000
# We need to calculate the sums before we delete certain modes from the mode share dict
delLongMotorizedModes(totalShortLongModeShareDistance)
logging.debug("After deleting long motorized mode, map is %s", totalShortLongModeShareDistance)
totalModeCarbonFootprintNoLongMotorized = getCarbonFootprintsForMap(
totalShortLongModeShareDistance, carbonFootprintForMode
)
totalOptimalCarbonFootprintNoLongMotorized = getCarbonFootprintsForMap(
totalShortLongModeShareDistance, optimalCarbonFootprintForMode
)
return {
"current": float(sumModeCarbonFootprint) / nUsers,
"optimal": float(sumOptimalCarbonFootprint) / nUsers,
"current no air": float(sum(totalModeCarbonFootprintNoLongMotorized.values())) / nUsers,
"optimal no air": float(sum(totalOptimalCarbonFootprintNoLongMotorized.values())) / nUsers,
"all drive": float((sumModeShareDistance * carbonFootprintForMode["car_short"])) / nUsers,
"SB375 mandate for 2035": 40.142892,
"EO 2050 goal (80% below 1990)": 8.28565,
}
def getMyQuerySpec(self, user, modeId):
return common.getQuerySpec(user, modeId, self.weekago, self.now)
def getFootprintCompareForRange(user_uuid, start, end):
"""
The input userObj is assumed to be a UUID, not a User object
"""
assert (not isinstance(user_uuid, User))
userObj = User.fromUUID(user_uuid)
myCarbonFootprintForMode = userObj.getCarbonFootprintForMode()
myModeShareCount = getModeShare(user_uuid, start, end)
totalModeShareCount = getModeShare(None, start, end)
logging.debug("myModeShareCount = %s totalModeShareCount = %s" %
(myModeShareCount, totalModeShareCount))
myModeShareDistance = getModeShareDistance(user_uuid, start, end)
totalModeShareDistance = getModeShareDistance(None, start, end)
logging.debug("myModeShareDistance = %s totalModeShareDistance = %s" %
(myModeShareDistance, totalModeShareDistance))
myShortLongModeShareDistance = getShortLongModeShareDistance(
user_uuid, start, end)
totalShortLongModeShareDistance = getShortLongModeShareDistance(
None, start, end)
myModeCarbonFootprint = getCarbonFootprintsForMap(
myShortLongModeShareDistance, myCarbonFootprintForMode)
totalModeCarbonFootprint = getCarbonFootprintsForMap(
totalShortLongModeShareDistance, myCarbonFootprintForMode)
logging.debug("myModeCarbonFootprint = %s, totalModeCarbonFootprint = %s" %
(myModeCarbonFootprint, totalModeCarbonFootprint))
myOptimalCarbonFootprint = getCarbonFootprintsForMap(
myShortLongModeShareDistance, optimalCarbonFootprintForMode)
totalOptimalCarbonFootprint = getCarbonFootprintsForMap(
totalShortLongModeShareDistance, optimalCarbonFootprintForMode)
logging.debug(
"myOptimalCarbonFootprint = %s, totalOptimalCarbonFootprint = %s" %
(myOptimalCarbonFootprint, totalOptimalCarbonFootprint))
delLongMotorizedModes(myShortLongModeShareDistance)
delLongMotorizedModes(totalShortLongModeShareDistance)
logging.debug("After deleting long motorized mode, map is %s",
myShortLongModeShareDistance)
myModeCarbonFootprintNoLongMotorized = getCarbonFootprintsForMap(
myShortLongModeShareDistance, myCarbonFootprintForMode)
totalModeCarbonFootprintNoLongMotorized = getCarbonFootprintsForMap(
totalShortLongModeShareDistance, myCarbonFootprintForMode)
myOptimalCarbonFootprintNoLongMotorized = getCarbonFootprintsForMap(
myShortLongModeShareDistance, optimalCarbonFootprintForMode)
totalOptimalCarbonFootprintNoLongMotorized = getCarbonFootprintsForMap(
totalShortLongModeShareDistance, optimalCarbonFootprintForMode)
nUsers = getDistinctUserCount(getQuerySpec(None, None, start, end))
# Hack to prevent divide by zero on an empty DB.
# We will never really have an empty DB in the real production world,
# but shouldn't crash in that case.
# This is pretty safe because if we have no user_uuids, we won't have any modeCarbonFootprint either
if nUsers == 0:
nUsers = 1
avgModeShareCount = convertToAvg(totalModeShareCount, nUsers)
avgModeShareDistance = convertToAvg(totalModeShareDistance, nUsers)
avgModeCarbonFootprint = convertToAvg(totalModeCarbonFootprint, nUsers)
avgModeCarbonFootprintNoLongMotorized = convertToAvg(
totalModeCarbonFootprintNoLongMotorized, nUsers)
avgOptimalCarbonFootprint = convertToAvg(totalModeCarbonFootprint, nUsers)
avgOptimalCarbonFootprintNoLongMotorized = convertToAvg(
totalModeCarbonFootprintNoLongMotorized, nUsers)
# avgCarbonFootprint = totalCarbonFootprint/nUsers
#
# carbonFootprint = {"mine": myCarbonFootprint,
# "mean": avgCarbonFootprint,
# "2005 avg": 47173.568,
# "2020 target": 43771.628,
# "2035 target": 40142.892}
return (myModeShareCount, avgModeShareCount, myModeShareDistance,
avgModeShareDistance, myModeCarbonFootprint,
avgModeCarbonFootprint, myModeCarbonFootprintNoLongMotorized,
avgModeCarbonFootprintNoLongMotorized, myOptimalCarbonFootprint,
avgOptimalCarbonFootprint, myOptimalCarbonFootprintNoLongMotorized,
avgOptimalCarbonFootprintNoLongMotorized)
def getMyQuerySpec(self, user, modeId): return common.getQuerySpec(user, modeId, self.weekago, self.now)
def getFootprintCompareForRange(user_uuid, start, end):
"""
The input userObj is assumed to be a UUID, not a User object
"""
assert not isinstance(user_uuid, User)
userObj = User.fromUUID(user_uuid)
myCarbonFootprintForMode = userObj.getCarbonFootprintForMode()
myModeShareCount = getModeShare(user_uuid, start, end)
totalModeShareCount = getModeShare(None, start, end)
logging.debug("myModeShareCount = %s totalModeShareCount = %s" % (myModeShareCount, totalModeShareCount))
myModeShareDistance = getModeShareDistance(user_uuid, start, end)
totalModeShareDistance = getModeShareDistance(None, start, end)
logging.debug(
"myModeShareDistance = %s totalModeShareDistance = %s" % (myModeShareDistance, totalModeShareDistance)
)
myShortLongModeShareDistance = getShortLongModeShareDistance(user_uuid, start, end)
totalShortLongModeShareDistance = getShortLongModeShareDistance(None, start, end)
myModeCarbonFootprint = getCarbonFootprintsForMap(myShortLongModeShareDistance, myCarbonFootprintForMode)
totalModeCarbonFootprint = getCarbonFootprintsForMap(totalShortLongModeShareDistance, myCarbonFootprintForMode)
logging.debug(
"myModeCarbonFootprint = %s, totalModeCarbonFootprint = %s" % (myModeCarbonFootprint, totalModeCarbonFootprint)
)
myOptimalCarbonFootprint = getCarbonFootprintsForMap(myShortLongModeShareDistance, optimalCarbonFootprintForMode)
totalOptimalCarbonFootprint = getCarbonFootprintsForMap(
totalShortLongModeShareDistance, optimalCarbonFootprintForMode
)
logging.debug(
"myOptimalCarbonFootprint = %s, totalOptimalCarbonFootprint = %s"
% (myOptimalCarbonFootprint, totalOptimalCarbonFootprint)
)
delLongMotorizedModes(myShortLongModeShareDistance)
delLongMotorizedModes(totalShortLongModeShareDistance)
logging.debug("After deleting long motorized mode, map is %s", myShortLongModeShareDistance)
myModeCarbonFootprintNoLongMotorized = getCarbonFootprintsForMap(
myShortLongModeShareDistance, myCarbonFootprintForMode
)
totalModeCarbonFootprintNoLongMotorized = getCarbonFootprintsForMap(
totalShortLongModeShareDistance, myCarbonFootprintForMode
)
myOptimalCarbonFootprintNoLongMotorized = getCarbonFootprintsForMap(
myShortLongModeShareDistance, optimalCarbonFootprintForMode
)
totalOptimalCarbonFootprintNoLongMotorized = getCarbonFootprintsForMap(
totalShortLongModeShareDistance, optimalCarbonFootprintForMode
)
nUsers = getDistinctUserCount(getQuerySpec(None, None, start, end))
# Hack to prevent divide by zero on an empty DB.
# We will never really have an empty DB in the real production world,
# but shouldn't crash in that case.
# This is pretty safe because if we have no user_uuids, we won't have any modeCarbonFootprint either
if nUsers == 0:
nUsers = 1
avgModeShareCount = convertToAvg(totalModeShareCount, nUsers)
avgModeShareDistance = convertToAvg(totalModeShareDistance, nUsers)
avgModeCarbonFootprint = convertToAvg(totalModeCarbonFootprint, nUsers)
avgModeCarbonFootprintNoLongMotorized = convertToAvg(totalModeCarbonFootprintNoLongMotorized, nUsers)
avgOptimalCarbonFootprint = convertToAvg(totalModeCarbonFootprint, nUsers)
avgOptimalCarbonFootprintNoLongMotorized = convertToAvg(totalModeCarbonFootprintNoLongMotorized, nUsers)
# avgCarbonFootprint = totalCarbonFootprint/nUsers
#
# carbonFootprint = {"mine": myCarbonFootprint,
# "mean": avgCarbonFootprint,
# "2005 avg": 47173.568,
# "2020 target": 43771.628,
# "2035 target": 40142.892}
return (
myModeShareCount,
avgModeShareCount,
myModeShareDistance,
avgModeShareDistance,
myModeCarbonFootprint,
avgModeCarbonFootprint,
myModeCarbonFootprintNoLongMotorized,
avgModeCarbonFootprintNoLongMotorized,
myOptimalCarbonFootprint,
avgOptimalCarbonFootprint,
myOptimalCarbonFootprintNoLongMotorized,
avgOptimalCarbonFootprintNoLongMotorized,
)
