def format(entry):
formatted_entry = ad.AttrDict()
formatted_entry["_id"] = entry["_id"]
formatted_entry.user_id = entry.user_id
m = entry.metadata
if "time_zone" not in m:
m.time_zone = "America/Los_Angeles"
logging.debug("Timestamp conversion: %s -> %s done" % (entry.metadata.write_ts, m.write_ts))
fc.expand_metadata_times(m)
formatted_entry.metadata = m
data = ad.AttrDict()
data.curr_state = state_map[entry.data.currState].value
logging.debug("Mapped %s -> %s" % (entry.data.currState, data.curr_state))
data.transition = transition_map[entry.data.transition].value
if "ts" not in data:
data.ts = formatted_entry.metadata.write_ts
logging.debug("No existing timestamp, copyied from metadata%s" % data.ts)
data.local_dt = formatted_entry.metadata.write_local_dt
data.fmt_time = formatted_entry.metadata.write_fmt_time
else:
logging.debug("Retaining existing timestamp %s" % data.ts)
fc.expand_data_times(data, metadata)
formatted_entry.data = data
return formatted_entry
def format(entry):
formatted_entry = ad.AttrDict()
formatted_entry["_id"] = entry["_id"]
formatted_entry.user_id = entry.user_id
m = entry.metadata
if "time_zone" not in m:
m.time_zone = "America/Los_Angeles"
logging.debug("Timestamp conversion: %s -> %s done" %
(entry.metadata.write_ts, m.write_ts))
fc.expand_metadata_times(m)
formatted_entry.metadata = m
data = ad.AttrDict()
data.curr_state = state_map[entry.data.currState].value
logging.debug("Mapped %s -> %s" % (entry.data.currState, data.curr_state))
data.transition = transition_map[entry.data.transition].value
if "ts" not in data:
data.ts = formatted_entry.metadata.write_ts
logging.debug("No existing timestamp, copyied from metadata%s" %
data.ts)
data.local_dt = formatted_entry.metadata.write_local_dt
data.fmt_time = formatted_entry.metadata.write_fmt_time
else:
logging.debug("Retaining existing timestamp %s" % data.ts)
fc.expand_data_times(data, metadata)
formatted_entry.data = data
return formatted_entry
def format_location_raw(entry):
formatted_entry = ad.AttrDict()
formatted_entry["_id"] = entry["_id"]
formatted_entry.user_id = entry.user_id
metadata = entry.metadata
metadata.time_zone = "America/Los_Angeles"
metadata.write_ts = old_div(float(entry.metadata.write_ts), 1000)
fc.expand_metadata_times(metadata)
formatted_entry.metadata = metadata
data = ad.AttrDict()
data.latitude = entry.data.mLatitude
data.longitude = entry.data.mLongitude
data.loc = geojson.Point((data.longitude, data.latitude))
data.ts = old_div(float(entry.data.mTime),
1000) # convert the ms from the phone to secs
fc.expand_data_times(data, metadata)
data.altitude = entry.data.mAltitude
data.accuracy = entry.data.mAccuracy
data.sensed_speed = entry.data.mSpeed
data.heading = entry.data.mBearing
formatted_entry.data = data
return formatted_entry
def format_location_simple(entry):
formatted_entry = ad.AttrDict()
formatted_entry["_id"] = entry["_id"]
formatted_entry.user_id = entry.user_id
metadata = entry.metadata
fc.expand_metadata_times(metadata)
formatted_entry.metadata = metadata
data = entry.data
fc.expand_data_times(data, metadata)
data.loc = geojson.Point((data.longitude, data.latitude))
data.heading = entry.data.bearing
del data.bearing
formatted_entry.data = data
return formatted_entry
def format(entry):
formatted_entry = ad.AttrDict()
formatted_entry["_id"] = entry["_id"]
formatted_entry.user_id = entry.user_id
metadata = entry.metadata
if "time_zone" not in metadata:
metadata.time_zone = "America/Los_Angeles"
logging.debug("Timestamp conversion: %s -> %s done" % (entry.metadata.write_ts, metadata.write_ts))
fc.expand_metadata_times(metadata)
formatted_entry.metadata = metadata
data = entry.data
fc.expand_data_times(data, metadata)
formatted_entry.data = data
return formatted_entry
def format_location_simple(entry):
formatted_entry = ad.AttrDict()
formatted_entry["_id"] = entry["_id"]
formatted_entry.user_id = entry.user_id
metadata = entry.metadata
fc.expand_metadata_times(metadata)
formatted_entry.metadata = metadata
data = entry.data
fc.expand_data_times(data, metadata)
data.loc = geojson.Point((data.longitude, data.latitude))
data.heading = entry.data.bearing
del data.bearing
formatted_entry.data = data
return formatted_entry
def format(entry):
formatted_entry = ad.AttrDict()
formatted_entry["_id"] = entry["_id"]
formatted_entry.user_id = entry.user_id
metadata = entry.metadata
if "time_zone" not in metadata:
metadata.time_zone = "America/Los_Angeles"
logging.debug("Timestamp conversion: %s -> %s done" % (entry.metadata.write_ts, metadata.write_ts))
fc.expand_metadata_times(metadata)
formatted_entry.metadata = metadata
data = entry.data
fc.expand_data_times(data, metadata)
data.local_dt = ecsdlq.get_local_date(data.ts, metadata.time_zone)
data.fmt_time = arrow.get(data.ts).to(metadata.time_zone).isoformat()
formatted_entry.data = data
return formatted_entry
def format(entry):
formatted_entry = ad.AttrDict()
formatted_entry["_id"] = entry["_id"]
formatted_entry.user_id = entry.user_id
metadata = entry.metadata
if "time_zone" not in metadata:
metadata.time_zone = "America/Los_Angeles"
logging.debug("Timestamp conversion: %s -> %s done" %
(entry.metadata.write_ts, metadata.write_ts))
fc.expand_metadata_times(metadata)
formatted_entry.metadata = metadata
data = entry.data
fc.expand_data_times(data, metadata)
data.local_dt = ecsdlq.get_local_date(data.ts, metadata.time_zone)
data.fmt_time = arrow.get(data.ts).to(metadata.time_zone).isoformat()
formatted_entry.data = data
return formatted_entry
def format(entry):
formatted_entry = ad.AttrDict()
formatted_entry["_id"] = entry["_id"]
formatted_entry.user_id = entry.user_id
m = entry.metadata
fc.expand_metadata_times(m)
formatted_entry.metadata = m
data = ad.AttrDict()
data.curr_state = state_map[entry.data.currState].value
logging.debug("Mapped %s -> %s" % (entry.data.currState, data.curr_state))
# The iOS state diagram is significantly more complex than the android state diagram
# So there are a lot more transitions. But some of the intermediate states are
# not interesting, so it seems like it should be possible to collapse them to the
# simple 2-state android state machine. But that requires looking at a window of
# transitions, which we don't have here. Let's focus on simply mapping here and
# deal with collapsing later
# data.transition_raw = entry.data.transition
data.transition = transition_map[entry.data.transition].value
if entry.data.transition is not None:
data.transition = transition_map[entry.data.transition].value
else:
data.transition = None
logging.debug("Mapped %s -> %s" % (entry.data.transition, data.transition))
if "ts" not in data:
data.ts = formatted_entry.metadata.write_ts
logging.debug("No existing timestamp, copyied from metadata%s" % data.ts)
data.local_dt = formatted_entry.metadata.write_local_dt
data.fmt_time = formatted_entry.metadata.write_fmt_time
else:
logging.debug("Retaining existing timestamp %s" % data.ts)
fc.expand_data_times(data, metadata)
formatted_entry.data = data
return formatted_entry
def format_location_raw(entry):
formatted_entry = ad.AttrDict()
formatted_entry["_id"] = entry["_id"]
formatted_entry.user_id = entry.user_id
metadata = entry.metadata
metadata.time_zone = "America/Los_Angeles"
metadata.write_ts = old_div(float(entry.metadata.write_ts), 1000)
fc.expand_metadata_times(metadata)
formatted_entry.metadata = metadata
data = ad.AttrDict()
data.latitude = entry.data.mLatitude
data.longitude = entry.data.mLongitude
data.loc = geojson.Point((data.longitude, data.latitude))
data.ts = old_div(float(entry.data.mTime), 1000) # convert the ms from the phone to secs
fc.expand_data_times(data, metadata)
data.altitude = entry.data.mAltitude
data.accuracy = entry.data.mAccuracy
data.sensed_speed = entry.data.mSpeed
data.heading = entry.data.mBearing
formatted_entry.data = data
return formatted_entry
