Python Waypoint.HR方法代码示例

# 需要导入模块: from tapiriik.services.interchange import Waypoint [as 别名]
# 或者: from tapiriik.services.interchange.Waypoint import HR [as 别名]
    def DownloadActivity(self, serviceRecord, activity):
        resp = self._oauthSession(serviceRecord).get("https://api.endomondo.com/api/1/workouts/%d" % activity.ServiceData["WorkoutID"], params={"fields": "points"})
        try:
            resp = resp.json()
        except ValueError:
            self._rateLimitBailout(resp)
            res_txt = resp.text
            raise APIException("Parse failure in Endomondo activity download: %s" % resp.status_code)
        lap = Lap(stats=activity.Stats, startTime=activity.StartTime, endTime=activity.EndTime)
        activity.Laps = [lap]

        activity.GPS = False

        old_location = None
        in_pause = False
        for pt in resp["points"]:
            wp = Waypoint()
            if "time" not in pt:
                # Manually-entered activities with a course attached to them have date-less waypoints
                # It'd be nice to transfer those courses, but it's a concept few other sites support AFAIK
                # So, ignore the points entirely
                continue
            wp.Timestamp = self._parseDate(pt["time"])

            if ("lat" in pt and "lng" in pt) or "alt" in pt:
                wp.Location = Location()
                if "lat" in pt and "lng" in pt:
                    wp.Location.Latitude = pt["lat"]
                    wp.Location.Longitude = pt["lng"]
                    activity.GPS = True
                if "alt" in pt:
                    wp.Location.Altitude = pt["alt"]

                if wp.Location == old_location:
                    # We have seen the point with the same coordinates
                    # before. This causes other services (e.g Strava) to
                    # interpret this as if we were standing for a while,
                    # which causes us having wrong activity time when
                    # importing. We mark the point as paused in hopes this
                    # fixes the issue.
                    in_pause = True
                    wp.Type = WaypointType.Pause
                elif in_pause:
                    in_pause = False
                    wp.Type = WaypointType.Resume

                old_location = wp.Location

            if "hr" in pt:
                wp.HR = pt["hr"]

            if "cad" in pt:
                wp.Cadence = pt["cad"]

            if "pow" in pt:
                wp.Power = pt["pow"]

            lap.Waypoints.append(wp)
        activity.Stationary = len(lap.Waypoints) == 0
        return activity

# 需要导入模块: from tapiriik.services.interchange import Waypoint [as 别名]
# 或者: from tapiriik.services.interchange.Waypoint import HR [as 别名]
    def _populateActivityWaypoints(self, rawData, activity):
        ''' populate the Waypoints collection from RK API data '''
        lap = Lap(stats=activity.Stats, startTime=activity.StartTime, endTime=activity.EndTime)
        activity.Laps = [lap]

        #  path is the primary stream, HR/power/etc must have fewer pts
        hasHR = "heart_rate" in rawData and len(rawData["heart_rate"]) > 0
        hasCalories = "calories" in rawData and len(rawData["calories"]) > 0
        hasDistance = "distance" in rawData and len(rawData["distance"]) > 0
        for pathpoint in rawData["path"]:
            waypoint = Waypoint(activity.StartTime + timedelta(0, pathpoint["timestamp"]))
            waypoint.Location = Location(pathpoint["latitude"], pathpoint["longitude"], pathpoint["altitude"] if "altitude" in pathpoint and float(pathpoint["altitude"]) != 0 else None)  # if you're running near sea level, well...
            waypoint.Type = self._wayptTypeMappings[pathpoint["type"]] if pathpoint["type"] in self._wayptTypeMappings else WaypointType.Regular

            if hasHR:
                hrpoint = [x for x in rawData["heart_rate"] if x["timestamp"] == pathpoint["timestamp"]]
                if len(hrpoint) > 0:
                    waypoint.HR = hrpoint[0]["heart_rate"]
            if hasCalories:
                calpoint = [x for x in rawData["calories"] if x["timestamp"] == pathpoint["timestamp"]]
                if len(calpoint) > 0:
                    waypoint.Calories = calpoint[0]["calories"]
            if hasDistance:
                distpoint = [x for x in rawData["distance"] if x["timestamp"] == pathpoint["timestamp"]]
                if len(distpoint) > 0:
                    waypoint.Distance = distpoint[0]["distance"]

            lap.Waypoints.append(waypoint)

# 需要导入模块: from tapiriik.services.interchange import Waypoint [as 别名]
# 或者: from tapiriik.services.interchange.Waypoint import HR [as 别名]
    def DownloadActivity(self, serviceRecord, activity):
        resp = self._oauthSession(serviceRecord).get("https://api.endomondo.com/api/1/workouts/%d" % activity.ServiceData["WorkoutID"], params={"fields": "points"})
        try:
            resp = resp.json()
        except ValueError:
            res_txt = resp.text
            raise APIException("Parse failure in Endomondo activity download: %s" % resp.status_code)
        lap = Lap(stats=activity.Stats, startTime=activity.StartTime, endTime=activity.EndTime)
        activity.Laps = [lap]

        activity.GPS = False

        for pt in resp["points"]:
            wp = Waypoint()
            wp.Timestamp = self._parseDate(pt["time"])

            if ("lat" in pt and "lng" in pt) or "alt" in pt:
                wp.Location = Location()
                if "lat" in pt and "lng" in pt:
                    wp.Location.Latitude = pt["lat"]
                    wp.Location.Longitude = pt["lng"]
                    activity.GPS = True
                if "alt" in pt:
                    wp.Location.Altitude = pt["alt"]

            if "hr" in pt:
                wp.HR = pt["hr"]

            if "cad" in pt:
                wp.Cadence = pt["cad"]

            lap.Waypoints.append(wp)
        activity.Stationary = len(lap.Waypoints) == 0
        return activity

# 需要导入模块: from tapiriik.services.interchange import Waypoint [as 别名]
# 或者: from tapiriik.services.interchange.Waypoint import HR [as 别名]
        def _addWaypoint(timestamp, path=None, heart_rate=None, calories=None, distance=None):
            waypoint = Waypoint(activity.StartTime + timedelta(seconds=timestamp))
            if path:
                waypoint.Location = Location(path["latitude"], path["longitude"], path["altitude"] if "altitude" in path and float(path["altitude"]) != 0 else None)  # if you're running near sea level, well...
                waypoint.Type = self._wayptTypeMappings[path["type"]] if path["type"] in self._wayptTypeMappings else WaypointType.Regular
            waypoint.HR = heart_rate
            waypoint.Calories = calories
            waypoint.Distance = distance

            lap.Waypoints.append(waypoint)

# 需要导入模块: from tapiriik.services.interchange import Waypoint [as 别名]
# 或者: from tapiriik.services.interchange.Waypoint import HR [as 别名]
    def DownloadActivity(self, serviceRecord, activity):
        resp = self._oauthSession(serviceRecord).get("https://api.endomondo.com/api/1/workouts/%d" % activity.ServiceData["WorkoutID"], params={"fields": "points"})
        try:
            resp = resp.json()
        except ValueError:
            self._rateLimitBailout(resp)
            res_txt = resp.text
            raise APIException("Parse failure in Endomondo activity download: %s" % resp.status_code)
        lap = Lap(stats=activity.Stats, startTime=activity.StartTime, endTime=activity.EndTime)
        activity.Laps = [lap]

        activity.GPS = False

        prevLon = 0.0
        prevLat = 0.0
        for pt in resp["points"]:
            wp = Waypoint()
            if "time" not in pt:
                # Manually-entered activities with a course attached to them have date-less waypoints
                # It'd be nice to transfer those courses, but it's a concept few other sites support AFAIK
                # So, ignore the points entirely
                continue
            wp.Timestamp = self._parseDate(pt["time"])

            if ("lat" in pt and "lng" in pt) or "alt" in pt:
                wp.Location = Location()
                if "lat" in pt and "lng" in pt:
                    wp.Location.Latitude = pt["lat"]
                    wp.Location.Longitude = pt["lng"]
                    if (wp.Location.Latitude == prevLat and wp.Location.Longitude == prevLon):
                        # we have seen the point with the same coordinates
                        # before. This causes other services (e.g Strava) to
                        # interpret this as if we were standing for a while,
                        # which causes us having wrong activity time when
                        # importing. We discard this entry to keep only unique
                        # ones to avoid this. This is still a hack :( However,
                        # I don't know if this will handle the situation when
                        # we are actually standing for some time in one place
                        # well...
                        continue;
                    prevLat = wp.Location.Latitude;
                    prevLon = wp.Location.Longitude;
                    activity.GPS = True
                if "alt" in pt:
                    wp.Location.Altitude = pt["alt"]

            if "hr" in pt:
                wp.HR = pt["hr"]

            if "cad" in pt:
                wp.Cadence = pt["cad"]

            lap.Waypoints.append(wp)
        activity.Stationary = len(lap.Waypoints) == 0
        return activity

# 需要导入模块: from tapiriik.services.interchange import Waypoint [as 别名]
# 或者: from tapiriik.services.interchange.Waypoint import HR [as 别名]
        def stream_waypoint(offset, speed=None, distance=None, heartrate=None, calories=None, steps=None, watts=None, gps=None, **kwargs):
            wp = Waypoint()
            wp.Timestamp = activity.StartTime + timedelta(seconds=offset)
            wp.Speed = float(speed) if speed else None
            wp.Distance = float(distance) / 1000 if distance else None
            wp.HR = float(heartrate) if heartrate else None
            wp.Calories = float(calories) if calories else None
            wp.Power = float(watts) if watts else None

            if gps:
                wp.Location = Location(lat=float(gps["latitude"]), lon=float(gps["longitude"]), alt=float(gps["elevation"]))
            lap.Waypoints.append(wp)

# 需要导入模块: from tapiriik.services.interchange import Waypoint [as 别名]
# 或者: from tapiriik.services.interchange.Waypoint import HR [as 别名]
 def _addWaypoint(timestamp, path=None, heart_rate=None, power=None, distance=None, speed=None, cadence=None):
     waypoint = Waypoint(activity.StartTime + timedelta(seconds=timestamp))
     if path:
         if path["latitude"] != 0 and path["longitude"] != 0:
             waypoint.Location = Location(path["latitude"], path["longitude"], path["altitude"] if "altitude" in path and float(path["altitude"]) != 0 else None)  # if you're running near sea level, well...
         waypoint.Type = WaypointType.Regular
     waypoint.HR = heart_rate
     waypoint.Distance = distance
     waypoint.Speed = speed
     waypoint.Cadence = cadence
     waypoint.Power = power
     lap.Waypoints.append(waypoint)

# 需要导入模块: from tapiriik.services.interchange import Waypoint [as 别名]
# 或者: from tapiriik.services.interchange.Waypoint import HR [as 别名]
    def DownloadActivity(self, serviceRecord, activity):
        resp = self._oauthSession(serviceRecord).get("https://api.endomondo.com/api/1/workouts/%d" % activity.ServiceData["WorkoutID"], params={"fields": "points"})
        try:
            resp = resp.json()
        except ValueError:
            self._rateLimitBailout(resp)
            res_txt = resp.text
            raise APIException("Parse failure in Endomondo activity download: %s" % resp.status_code)
        lap = Lap(stats=activity.Stats, startTime=activity.StartTime, endTime=activity.EndTime)
        activity.Laps = [lap]

        activity.GPS = False

        for pt in resp["points"]:
            wp = Waypoint()
            if "time" not in pt:
                # Manually-entered activities with a course attached to them have date-less waypoints
                # It'd be nice to transfer those courses, but it's a concept few other sites support AFAIK
                # So, ignore the points entirely
                continue
            wp.Timestamp = self._parseDate(pt["time"])

            if ("lat" in pt and "lng" in pt) or "alt" in pt:
                wp.Location = Location()
                if "lat" in pt and "lng" in pt:
                    wp.Location.Latitude = pt["lat"]
                    wp.Location.Longitude = pt["lng"]
                    activity.GPS = True
                if "alt" in pt:
                    wp.Location.Altitude = pt["alt"]

            if "hr" in pt:
                wp.HR = pt["hr"]

            if "cad" in pt:
                wp.Cadence = pt["cad"]

            lap.Waypoints.append(wp)
        activity.Stationary = len(lap.Waypoints) == 0
        return activity

# 需要导入模块: from tapiriik.services.interchange import Waypoint [as 别名]
# 或者: from tapiriik.services.interchange.Waypoint import HR [as 别名]
    def DownloadActivity(self, serviceRecord, activity):
        workoutID = activity.ServiceData["WorkoutID"]
        logger.debug("DownloadActivity for %s" % workoutID);

        session = self._get_session(record=serviceRecord)

        resp = session.get(self._urlRoot + "/api/workout/%d" % workoutID)

        try:
            res = resp.json()
        except ValueError:
            raise APIException("Parse failure in Motivato activity (%d) download: %s" % (workoutID, res.text))

        lap = Lap(stats=activity.Stats, startTime=activity.StartTime, endTime=activity.EndTime)
        activity.Laps = [lap]
        activity.GPS = False
        if "track" in res and "points" in res["track"]:
            for pt in res["track"]["points"]:
                wp = Waypoint()
                if "moment" not in pt:
                    continue
                wp.Timestamp = self._parseDateTime(pt["moment"])

                if ("lat" in pt and "lon" in pt) or "ele" in pt:
                    wp.Location = Location()
                    if "lat" in pt and "lon" in pt:
                        wp.Location.Latitude = pt["lat"]
                        wp.Location.Longitude = pt["lon"]
                        activity.GPS = True
                    if "ele" in pt:
                        wp.Location.Altitude = float(pt["ele"])

                if "bpm" in pt:
                    wp.HR = pt["bpm"]

                lap.Waypoints.append(wp)

        activity.Stationary = len(lap.Waypoints) == 0

        return activity

# 需要导入模块: from tapiriik.services.interchange import Waypoint [as 别名]
# 或者: from tapiriik.services.interchange.Waypoint import HR [as 别名]
    def DownloadActivity(self, svcRecord, activity):
        if activity.ServiceData["Manual"]:  # I should really add a param to DownloadActivity for this value as opposed to constantly doing this
            # We've got as much information as we're going to get - we need to copy it into a Lap though.
            activity.Laps = [Lap(startTime=activity.StartTime, endTime=activity.EndTime, stats=activity.Stats)]
            return activity
        activityID = activity.ServiceData["ActivityID"]

        streamdata = requests.get("https://www.strava.com/api/v3/activities/" + str(activityID) + "/streams/time,altitude,heartrate,cadence,watts,temp,moving,latlng", headers=self._apiHeaders(svcRecord))
        if streamdata.status_code == 401:
            self._logAPICall("download", (svcRecord.ExternalID, str(activity.StartTime)), "auth")
            raise APIException("No authorization to download activity", block=True, user_exception=UserException(UserExceptionType.Authorization, intervention_required=True))

        try:
            streamdata = streamdata.json()
        except:
            raise APIException("Stream data returned is not JSON")

        if "message" in streamdata and streamdata["message"] == "Record Not Found":
            self._logAPICall("download", (svcRecord.ExternalID, str(activity.StartTime)), "missing")
            raise APIException("Could not find activity")

        ridedata = {}
        for stream in streamdata:
            ridedata[stream["type"]] = stream["data"]

        lap = Lap(stats=activity.Stats, startTime=activity.StartTime, endTime=activity.EndTime) # Strava doesn't support laps, but we need somewhere to put the waypoints.
        activity.Laps = [lap]
        lap.Waypoints = []

        hasHR = "heartrate" in ridedata and len(ridedata["heartrate"]) > 0
        hasCadence = "cadence" in ridedata and len(ridedata["cadence"]) > 0
        hasTemp = "temp" in ridedata and len(ridedata["temp"]) > 0
        hasPower = ("watts" in ridedata and len(ridedata["watts"]) > 0)
        hasAltitude = "altitude" in ridedata and len(ridedata["altitude"]) > 0
        hasMovingData = "moving" in ridedata and len(ridedata["moving"]) > 0
        moving = True

        if "error" in ridedata:
            self._logAPICall("download", (svcRecord.ExternalID, str(activity.StartTime)), "data")
            raise APIException("Strava error " + ridedata["error"])

        hasLocation = False
        waypointCt = len(ridedata["time"])
        for idx in range(0, waypointCt - 1):
            latlng = ridedata["latlng"][idx]

            waypoint = Waypoint(activity.StartTime + timedelta(0, ridedata["time"][idx]))
            latlng = ridedata["latlng"][idx]
            waypoint.Location = Location(latlng[0], latlng[1], None)
            if waypoint.Location.Longitude == 0 and waypoint.Location.Latitude == 0:
                waypoint.Location.Longitude = None
                waypoint.Location.Latitude = None
            else:  # strava only returns 0 as invalid coords, so no need to check for null (update: ??)
                hasLocation = True
            if hasAltitude:
                waypoint.Location.Altitude = float(ridedata["altitude"][idx])

            if idx == 0:
                waypoint.Type = WaypointType.Start
            elif idx == waypointCt - 2:
                waypoint.Type = WaypointType.End
            elif hasMovingData and not moving and ridedata["moving"][idx] is True:
                waypoint.Type = WaypointType.Resume
                moving = True
            elif hasMovingData and ridedata["moving"][idx] is False:
                waypoint.Type = WaypointType.Pause
                moving = False

            if hasHR:
                waypoint.HR = ridedata["heartrate"][idx]
            if hasCadence:
                waypoint.Cadence = ridedata["cadence"][idx]
            if hasTemp:
                waypoint.Temp = ridedata["temp"][idx]
            if hasPower:
                waypoint.Power = ridedata["watts"][idx]
            lap.Waypoints.append(waypoint)
        if not hasLocation:
            self._logAPICall("download", (svcRecord.ExternalID, str(activity.StartTime)), "faulty")
            raise APIExcludeActivity("No waypoints with location", activityId=activityID, userException=UserException(UserExceptionType.Corrupt))
        self._logAPICall("download", (svcRecord.ExternalID, str(activity.StartTime)), None)
        return activity

# 需要导入模块: from tapiriik.services.interchange import Waypoint [as 别名]
# 或者: from tapiriik.services.interchange.Waypoint import HR [as 别名]
    def create_random_activity(svc=None, actType=ActivityType.Other, tz=False, record=None):
        ''' creates completely random activity with valid waypoints and data '''
        act = TestTools.create_blank_activity(svc, actType, record=record)

        if tz is True:
            tz = pytz.timezone(pytz.all_timezones[random.randint(0, len(pytz.all_timezones) - 1)])
            act.TZ = tz
        elif tz is not False:
            act.TZ = tz

        if len(act.Waypoints) > 0:
            raise ValueError("Waypoint list already populated")
        # this is entirely random in case the testing account already has events in it (API doesn't support delete, etc)
        act.StartTime = datetime(random.randint(2000, 2020), random.randint(1, 12), random.randint(1, 28), random.randint(0, 23), random.randint(0, 59), random.randint(0, 59))
        if tz is not False:
            if hasattr(tz, "localize"):
                act.StartTime = tz.localize(act.StartTime)
            else:
                act.StartTime = act.StartTime.replace(tzinfo=tz)
        act.EndTime = act.StartTime + timedelta(0, random.randint(60 * 5, 60 * 60))  # don't really need to upload 1000s of pts to test this...
        act.Stats.Distance = ActivityStatistic(ActivityStatisticUnit.Meters, value=random.random() * 10000)
        act.Name = str(random.random())
        paused = False
        waypointTime = act.StartTime
        backToBackPauses = False
        while waypointTime < act.EndTime:
            wp = Waypoint()
            if waypointTime == act.StartTime:
                wp.Type = WaypointType.Start
            wp.Timestamp = waypointTime
            wp.Location = Location(random.random() * 180 - 90, random.random() * 180 - 90, random.random() * 1000)  # this is gonna be one intense activity

            if not (wp.HR == wp.Cadence == wp.Calories == wp.Power == wp.Temp == None):
                raise ValueError("Waypoint did not initialize cleanly")
            if svc.SupportsHR:
                wp.HR = float(random.randint(90, 180))
            if svc.SupportsPower:
                wp.Power = float(random.randint(0, 1000))
            if svc.SupportsCalories:
                wp.Calories = float(random.randint(0, 500))
            if svc.SupportsCadence:
                wp.Cadence = float(random.randint(0, 100))
            if svc.SupportsTemp:
                wp.Temp = float(random.randint(0, 100))

            if (random.randint(40, 50) == 42 or backToBackPauses) and not paused:  # pause quite often
                wp.Type = WaypointType.Pause
                paused = True

            elif paused:
                paused = False
                wp.Type = WaypointType.Resume
                backToBackPauses = not backToBackPauses

            waypointTime += timedelta(0, int(random.random() + 9.5))  # 10ish seconds

            if waypointTime > act.EndTime:
                wp.Timestamp = act.EndTime
                wp.Type = WaypointType.End
            act.Waypoints.append(wp)
        if len(act.Waypoints) == 0:
            raise ValueError("No waypoints populated")
        return act

# 需要导入模块: from tapiriik.services.interchange import Waypoint [as 别名]
# 或者: from tapiriik.services.interchange.Waypoint import HR [as 别名]
    def _populateActivityFromTrackRecord(self, activity, recordText, minimumWaypoints=False):
        activity.Waypoints = []
        ###       1ST RECORD      ###
        # userID;
        # timestamp - create date?;
        # type? W=1st
        # User name;
        # activity name;
        # activity type;
        # another timestamp - start time of event?;
        # duration.00;
        # distance (km);
        # kcal;
        #;
        # max alt;
        # min alt;
        # max HR;
        # avg HR;

        ###     TRACK RECORDS     ###
        # timestamp;
        # type (2=start, 3=end, 0=pause, 1=resume);
        # latitude;
        # longitude;
        #;
        #;
        # alt;
        # hr;
        wptsWithLocation = False
        wptsWithNonZeroAltitude = False
        rows = recordText.split("\n")
        for row in rows:
            if row == "OK" or len(row) == 0:
                continue
            split = row.split(";")
            if split[2] == "W":
                # init record
                activity.Distance = float(split[8]) * 1000 if split[8] != "" else None

                activity.Name = split[4]
            else:
                wp = Waypoint()
                if split[1] == "2":
                    wp.Type = WaypointType.Start
                elif split[1] == "3":
                    wp.Type = WaypointType.End
                elif split[1] == "0":
                    wp.Type = WaypointType.Pause
                elif split[1] == "1":
                    wp.Type = WaypointType.Resume
                else:
                    wp.Type == WaypointType.Regular

                if split[0] == "":
                    continue  # no timestamp, for whatever reason
                wp.Timestamp = pytz.utc.localize(datetime.strptime(split[0], "%Y-%m-%d %H:%M:%S UTC"))  # it's like this as opposed to %z so I know when they change things (it'll break)
                if split[2] != "":
                    wp.Location = Location(float(split[2]), float(split[3]), None)
                    if wp.Location.Latitude is not None and wp.Location.Latitude is not None:
                        wptsWithLocation = True
                    if split[6] != "":
                        wp.Location.Altitude = float(split[6])  # why this is missing: who knows?
                        if wp.Location.Altitude != 0:
                            wptsWithNonZeroAltitude = True

                if split[7] != "":
                    wp.HR = float(split[7])
                activity.Waypoints.append(wp)
                if wptsWithLocation and minimumWaypoints:
                    break

        if wptsWithLocation:
            activity.EnsureTZ()
            if not wptsWithNonZeroAltitude:  # do this here so, should the activity run near sea level, altitude data won't be spotty
                for x in activity.Waypoints:  # clear waypoints of altitude data if all of them were logged at 0m (invalid)
                    if x.Location is not None:
                        x.Location.Altitude = None
        else:
            activity.Waypoints = []  # practically speaking

# 需要导入模块: from tapiriik.services.interchange import Waypoint [as 别名]
# 或者: from tapiriik.services.interchange.Waypoint import HR [as 别名]
    def _downloadActivity(self, serviceRecord, activity, returnFirstLocation=False):
        activityURI = activity.ServiceData["ActivityURI"]
        headers = self._getAuthHeaders(serviceRecord)
        activityData = requests.get(activityURI, headers=headers)
        activityData = activityData.json()

        if "clock_duration" in activityData:
            activity.EndTime = activity.StartTime + timedelta(seconds=float(activityData["clock_duration"]))

        activity.Private = "sharing" in activityData and activityData["sharing"] != "public"

        activity.GPS = False # Gets set back if there is GPS data

        if "notes" in activityData:
            activity.Notes = activityData["notes"]

        activity.Stats.Energy = ActivityStatistic(ActivityStatisticUnit.Kilojoules, value=float(activityData["calories"]))

        activity.Stats.Elevation = ActivityStatistic(ActivityStatisticUnit.Meters, gain=float(activityData["elevation_gain"]) if "elevation_gain" in activityData else None, loss=float(activityData["elevation_loss"]) if "elevation_loss" in activityData else None)

        activity.Stats.HR = ActivityStatistic(ActivityStatisticUnit.BeatsPerMinute, avg=activityData["avg_heartrate"] if "avg_heartrate" in activityData else None, max=activityData["max_heartrate"] if "max_heartrate" in activityData else None)
        activity.Stats.Cadence = ActivityStatistic(ActivityStatisticUnit.RevolutionsPerMinute, avg=activityData["avg_cadence"] if "avg_cadence" in activityData else None, max=activityData["max_cadence"] if "max_cadence" in activityData else None)
        activity.Stats.Power = ActivityStatistic(ActivityStatisticUnit.Watts, avg=activityData["avg_power"] if "avg_power" in activityData else None, max=activityData["max_power"] if "max_power" in activityData else None)

        laps_info = []
        laps_starts = []
        if "laps" in activityData:
            laps_info = activityData["laps"]
            for lap in activityData["laps"]:
                laps_starts.append(dateutil.parser.parse(lap["start_time"]))
        lap = None
        for lapinfo in laps_info:
            lap = Lap()
            activity.Laps.append(lap)
            lap.StartTime = dateutil.parser.parse(lapinfo["start_time"])
            lap.EndTime = lap.StartTime + timedelta(seconds=lapinfo["clock_duration"])
            if "type" in lapinfo:
                lap.Intensity = LapIntensity.Active if lapinfo["type"] == "ACTIVE" else LapIntensity.Rest
            if "distance" in lapinfo:
                lap.Stats.Distance = ActivityStatistic(ActivityStatisticUnit.Meters, value=float(lapinfo["distance"]))
            if "duration" in lapinfo:
                lap.Stats.TimerTime = ActivityStatistic(ActivityStatisticUnit.Seconds, value=lapinfo["duration"])
            if "calories" in lapinfo:
                lap.Stats.Energy = ActivityStatistic(ActivityStatisticUnit.Kilojoules, value=lapinfo["calories"])
            if "elevation_gain" in lapinfo:
                lap.Stats.Elevation.update(ActivityStatistic(ActivityStatisticUnit.Meters, gain=float(lapinfo["elevation_gain"])))
            if "elevation_loss" in lapinfo:
                lap.Stats.Elevation.update(ActivityStatistic(ActivityStatisticUnit.Meters, loss=float(lapinfo["elevation_loss"])))
            if "max_speed" in lapinfo:
                lap.Stats.Speed.update(ActivityStatistic(ActivityStatisticUnit.MetersPerSecond, max=float(lapinfo["max_speed"])))
            if "max_speed" in lapinfo:
                lap.Stats.Speed.update(ActivityStatistic(ActivityStatisticUnit.MetersPerSecond, max=float(lapinfo["max_speed"])))
            if "avg_speed" in lapinfo:
                lap.Stats.Speed.update(ActivityStatistic(ActivityStatisticUnit.MetersPerSecond, avg=float(lapinfo["avg_speed"])))
            if "max_heartrate" in lapinfo:
                lap.Stats.HR.update(ActivityStatistic(ActivityStatisticUnit.BeatsPerMinute, max=float(lapinfo["max_heartrate"])))
            if "avg_heartrate" in lapinfo:
                lap.Stats.HR.update(ActivityStatistic(ActivityStatisticUnit.BeatsPerMinute, avg=float(lapinfo["avg_heartrate"])))
        if lap is None: # No explicit laps => make one that encompasses the entire activity
            lap = Lap()
            activity.Laps.append(lap)
            lap.Stats = activity.Stats
            lap.StartTime = activity.StartTime
            lap.EndTime = activity.EndTime
        elif len(activity.Laps) == 1:
            activity.Stats.update(activity.Laps[0].Stats) # Lap stats have a bit more info generally.
            activity.Laps[0].Stats = activity.Stats

        timerStops = []
        if "timer_stops" in activityData:
            for stop in activityData["timer_stops"]:
                timerStops.append([dateutil.parser.parse(stop[0]), dateutil.parser.parse(stop[1])])

        def isInTimerStop(timestamp):
            for stop in timerStops:
                if timestamp >= stop[0] and timestamp < stop[1]:
                    return True
                if timestamp >= stop[1]:
                    return False
            return False

        # Collate the individual streams into our waypoints.
        # Global sample rate is variable - will pick the next nearest stream datapoint.
        # Resampling happens on a lookbehind basis - new values will only appear their timestamp has been reached/passed

        wasInPause = False
        currentLapIdx = 0
        lap = activity.Laps[currentLapIdx]

        streams = []
        for stream in ["location", "elevation", "heartrate", "power", "cadence", "distance"]:
            if stream in activityData:
                streams.append(stream)
        stream_indices = dict([(stream, -1) for stream in streams]) # -1 meaning the stream has yet to start
        stream_lengths = dict([(stream, len(activityData[stream])/2) for stream in streams])
        # Data comes as "stream":[timestamp,value,timestamp,value,...]
        stream_values = {}
        for stream in streams:
            values = []
            for x in range(0,int(len(activityData[stream])/2)):
#.........这里部分代码省略.........

# 需要导入模块: from tapiriik.services.interchange import Waypoint [as 别名]
# 或者: from tapiriik.services.interchange.Waypoint import HR [as 别名]
    def DownloadActivity(self, serviceRecord, activity):
        # First, download the summary stats and lap stats
        self._downloadActivitySummary(serviceRecord, activity)

        if len(activity.Laps) == 1:
            activity.Stats = activity.Laps[0].Stats # They must be identical to pass the verification

        if activity.Stationary:
            # Nothing else to download
            return activity

        # https://connect.garmin.com/proxy/activity-service-1.3/json/activityDetails/####
        activityID = activity.ServiceData["ActivityID"]
        res = self._request_with_reauth(serviceRecord, lambda session: session.get("https://connect.garmin.com/modern/proxy/activity-service-1.3/json/activityDetails/" + str(activityID) + "?maxSize=999999999"))
        try:
            raw_data = res.json()["com.garmin.activity.details.json.ActivityDetails"]
        except ValueError:
            raise APIException("Activity data parse error for %s: %s" % (res.status_code, res.text))

        if "measurements" not in raw_data:
            activity.Stationary = True # We were wrong, oh well
            return activity

        attrs_map = {}
        def _map_attr(gc_key, wp_key, units, in_location=False, is_timestamp=False):
            attrs_map[gc_key] = {
                "key": wp_key,
                "to_units": units,
                "in_location": in_location, # Blegh
                "is_timestamp": is_timestamp # See above
            }

        _map_attr("directSpeed", "Speed", ActivityStatisticUnit.MetersPerSecond)
        _map_attr("sumDistance", "Distance", ActivityStatisticUnit.Meters)
        _map_attr("directHeartRate", "HR", ActivityStatisticUnit.BeatsPerMinute)
        _map_attr("directBikeCadence", "Cadence", ActivityStatisticUnit.RevolutionsPerMinute)
        _map_attr("directDoubleCadence", "RunCadence", ActivityStatisticUnit.StepsPerMinute) # 2*x mystery solved
        _map_attr("directAirTemperature", "Temp", ActivityStatisticUnit.DegreesCelcius)
        _map_attr("directPower", "Power", ActivityStatisticUnit.Watts)
        _map_attr("directElevation", "Altitude", ActivityStatisticUnit.Meters, in_location=True)
        _map_attr("directLatitude", "Latitude", None, in_location=True)
        _map_attr("directLongitude", "Longitude", None, in_location=True)
        _map_attr("directTimestamp", "Timestamp", None, is_timestamp=True)

        # Figure out which metrics we'll be seeing in this activity
        attrs_indexed = {}
        for measurement in raw_data["measurements"]:
            key = measurement["key"]
            if key in attrs_map:
                if attrs_map[key]["to_units"]:
                    attrs_map[key]["from_units"] = self._unitMap[measurement["unit"]]
                    if attrs_map[key]["to_units"] == attrs_map[key]["from_units"]:
                        attrs_map[key]["to_units"] = attrs_map[key]["from_units"] = None
                attrs_indexed[measurement["metricsIndex"]] = attrs_map[key]

        # Process the data frames
        frame_idx = 0
        active_lap_idx = 0
        for frame in raw_data["metrics"]:
            wp = Waypoint()
            for idx, attr in attrs_indexed.items():
                value = frame["metrics"][idx]
                target_obj = wp
                if attr["in_location"]:
                    if not wp.Location:
                        wp.Location = Location()
                    target_obj = wp.Location

                # Handle units
                if attr["is_timestamp"]:
                    value = pytz.utc.localize(datetime.utcfromtimestamp(value / 1000))
                elif attr["to_units"]:
                    value = ActivityStatistic.convertValue(value, attr["from_units"], attr["to_units"])

                # Write the value (can't use __dict__ because __slots__)
                setattr(target_obj, attr["key"], value)

            # Fix up lat/lng being zero (which appear to represent missing coords)
            if wp.Location and wp.Location.Latitude == 0 and wp.Location.Longitude == 0:
                wp.Location.Latitude = None
                wp.Location.Longitude = None
            # Please visit a physician before complaining about this
            if wp.HR == 0:
                wp.HR = None
            # Bump the active lap if required
            while (active_lap_idx < len(activity.Laps) - 1 and # Not the last lap
                   activity.Laps[active_lap_idx + 1].StartTime <= wp.Timestamp):
                active_lap_idx += 1
            activity.Laps[active_lap_idx].Waypoints.append(wp)
            frame_idx += 1

        return activity

# 需要导入模块: from tapiriik.services.interchange import Waypoint [as 别名]
# 或者: from tapiriik.services.interchange.Waypoint import HR [as 别名]
    def create_random_activity(svc=None, actType=ActivityType.Other, tz=False, record=None, withPauses=True, withLaps=True):
        ''' creates completely random activity with valid waypoints and data '''
        act = TestTools.create_blank_activity(svc, actType, record=record)

        if tz is True:
            tz = pytz.timezone("America/Atikokan")
            act.TZ = tz
        elif tz is not False:
            act.TZ = tz

        if act.CountTotalWaypoints() > 0:
            raise ValueError("Waypoint list already populated")
        # this is entirely random in case the testing account already has events in it (API doesn't support delete, etc)
        act.StartTime = datetime(2011, 12, 13, 14, 15, 16)
        if tz is not False:
            if hasattr(tz, "localize"):
                act.StartTime = tz.localize(act.StartTime)
            else:
                act.StartTime = act.StartTime.replace(tzinfo=tz)
        act.EndTime = act.StartTime + timedelta(0, random.randint(60 * 5, 60 * 60))  # don't really need to upload 1000s of pts to test this...
        act.Stats.Distance = ActivityStatistic(ActivityStatisticUnit.Meters, value=random.random() * 10000)
        act.Name = str(random.random())
        paused = False
        waypointTime = act.StartTime
        backToBackPauses = False
        act.Laps = []
        lap = Lap(startTime=act.StartTime)
        while waypointTime < act.EndTime:
            wp = Waypoint()
            if waypointTime == act.StartTime:
                wp.Type = WaypointType.Start
            wp.Timestamp = waypointTime
            wp.Location = Location(random.random() * 180 - 90, random.random() * 180 - 90, random.random() * 1000)  # this is gonna be one intense activity

            if not (wp.HR == wp.Cadence == wp.Calories == wp.Power == wp.Temp == None):
                raise ValueError("Waypoint did not initialize cleanly")
            if svc.SupportsHR:
                wp.HR = float(random.randint(90, 180))
            if svc.SupportsPower:
                wp.Power = float(random.randint(0, 1000))
            if svc.SupportsCalories:
                wp.Calories = float(random.randint(0, 500))
            if svc.SupportsCadence:
                wp.Cadence = float(random.randint(0, 100))
            if svc.SupportsTemp:
                wp.Temp = float(random.randint(0, 100))

            if withPauses and (random.randint(40, 50) == 42 or backToBackPauses) and not paused:  # pause quite often
                wp.Type = WaypointType.Pause
                paused = True

            elif paused:
                paused = False
                wp.Type = WaypointType.Resume
                backToBackPauses = not backToBackPauses

            waypointTime += timedelta(0, int(random.random() + 9.5))  # 10ish seconds

            lap.Waypoints.append(wp)
            if waypointTime > act.EndTime:
                wp.Timestamp = act.EndTime
                wp.Type = WaypointType.End
            elif withLaps and wp.Timestamp < act.EndTime and random.randint(40, 60) == 42:
                # occasionally start new laps
                lap.EndTime = wp.Timestamp
                act.Laps.append(lap)
                lap = Lap(startTime=waypointTime)

        # Final lap
        lap.EndTime = act.EndTime
        act.Laps.append(lap)
        if act.CountTotalWaypoints() == 0:
            raise ValueError("No waypoints populated")

        act.CalculateUID()
        act.EnsureTZ()

        return act