Hi i am having functionality to get user steps in app using health connect in my application. However my functionality breaks because user's are entering huge manual steps through google fit. I am fetching data from health connect and health connect is synced with google fit so huge steps are coming which are not possible to user to walk in a day.
suspend fun getTodayTotalSteps(healthConnectClient: HealthConnectClient): Long {
Timber.d("counting_to")
val now = LocalDateTime.now().with(LocalTime.MAX)
val startOfDay = now.toLocalDate().atStartOfDay()
var totalSteps = 0L
try {
Timber.d("start_time:::$startOfDay")
Timber.d("end_time:::$now")
val response =
healthConnectClient.readRecords(
ReadRecordsRequest(
StepsRecord::class,
timeRangeFilter = TimeRangeFilter.between(startOfDay, now)
)
)
for (record in response.records) {
if (record.metadata.recordingMethod == RECORDING_METHOD_AUTOMATICALLY_RECORDED) {
totalSteps += record.count
}
Timber.d("total_steps_after_Wallet_creation:::$totalSteps")
}
return totalSteps
} catch (e: Exception) {
// Run error handling here
Timber.d("error in getting steps today $e")
}
return totalSteps
}
Now ecord.metadata.recordingMethod == RECORDING_METHOD_AUTOMATICALLY_RECORDED recording method always unknown ie, 0
I have entered 2500 steps as manual steps here are follow response :
StepsRecord(startTime=2025-02-04T10:24:12.681Z, startZoneOffset=null, endTime=2025-02-04T10:54:12.682Z, endZoneOffset=null, count=2500, metadata=Metadata(id='c9196ccf-9fa5-4557-9651-7cdcb953ebeb', dataOrigin=DataOrigin(packageName='com.google.android.apps.fitness'), lastModifiedTime=2025-02-04T10:54:34.455Z, clientRecordId=null, clientRecordVersion=0, device=null, recordingMethod=0))
Now my honest entry automatic one are as follows
StepsRecord(startTime=2025-02-04T02:13:42.690Z, startZoneOffset=null, endTime=2025-02-04T02:14:42.691Z, endZoneOffset=null, count=20, metadata=Metadata(id='9752d916-b8f3-4c21-9a19-0e9471098346', dataOrigin=DataOrigin(packageName='com.google.android.apps.fitness'), lastModifiedTime=2025-02-04T02:31:05.696Z, clientRecordId=null, clientRecordVersion=0, device=null, recordingMethod=0))
Any Expert Android Dev Please help. Thanks in advance.
Hi i am having functionality to get user steps in app using health connect in my application. However my functionality breaks because user's are entering huge manual steps through google fit. I am fetching data from health connect and health connect is synced with google fit so huge steps are coming which are not possible to user to walk in a day.
suspend fun getTodayTotalSteps(healthConnectClient: HealthConnectClient): Long {
Timber.d("counting_to")
val now = LocalDateTime.now().with(LocalTime.MAX)
val startOfDay = now.toLocalDate().atStartOfDay()
var totalSteps = 0L
try {
Timber.d("start_time:::$startOfDay")
Timber.d("end_time:::$now")
val response =
healthConnectClient.readRecords(
ReadRecordsRequest(
StepsRecord::class,
timeRangeFilter = TimeRangeFilter.between(startOfDay, now)
)
)
for (record in response.records) {
if (record.metadata.recordingMethod == RECORDING_METHOD_AUTOMATICALLY_RECORDED) {
totalSteps += record.count
}
Timber.d("total_steps_after_Wallet_creation:::$totalSteps")
}
return totalSteps
} catch (e: Exception) {
// Run error handling here
Timber.d("error in getting steps today $e")
}
return totalSteps
}
Now ecord.metadata.recordingMethod == RECORDING_METHOD_AUTOMATICALLY_RECORDED recording method always unknown ie, 0
I have entered 2500 steps as manual steps here are follow response :
StepsRecord(startTime=2025-02-04T10:24:12.681Z, startZoneOffset=null, endTime=2025-02-04T10:54:12.682Z, endZoneOffset=null, count=2500, metadata=Metadata(id='c9196ccf-9fa5-4557-9651-7cdcb953ebeb', dataOrigin=DataOrigin(packageName='com.google.android.apps.fitness'), lastModifiedTime=2025-02-04T10:54:34.455Z, clientRecordId=null, clientRecordVersion=0, device=null, recordingMethod=0))
Now my honest entry automatic one are as follows
StepsRecord(startTime=2025-02-04T02:13:42.690Z, startZoneOffset=null, endTime=2025-02-04T02:14:42.691Z, endZoneOffset=null, count=20, metadata=Metadata(id='9752d916-b8f3-4c21-9a19-0e9471098346', dataOrigin=DataOrigin(packageName='com.google.android.apps.fitness'), lastModifiedTime=2025-02-04T02:31:05.696Z, clientRecordId=null, clientRecordVersion=0, device=null, recordingMethod=0))
Any Expert Android Dev Please help. Thanks in advance.
Since the data can be obtained, we must further judge and set a threshold to judge whether the user's behavior is compliant, but we need to consider how to set it, because there are many factors, I only give my opinion, you can calculate the number of steps per minute and determine whether the average number of steps per minute is within a reasonable range. If the average number of steps is abnormal, the record is skipped.
const val MIN_STEPS_PER_MINUTE = 0
const val MAX_STEPS_PER_MINUTE = 200
fun processStepsRecords(response: Response): Int {
var totalSteps = 0
for (record in response.records) {
if (record.metadata.recordingMethod == RECORDING_METHOD_AUTOMATICALLY_RECORDED) {
val startTime = Instant.parse(record.startTime)
val endTime = Instant.parse(record.endTime)
val durationInMinutes = ChronoUnit.MINUTES.between(startTime, endTime)
if (durationInMinutes > 0) {
val stepsPerMinute = record.count / durationInMinutes
if (stepsPerMinute in MIN_STEPS_PER_MINUTE..MAX_STEPS_PER_MINUTE) {
totalSteps += record.count
} else {
Timber.w("Invalid steps per minute detected: $stepsPerMinute. Skipping this record.")
}
} else {
Timber.w("Zero duration detected between start and end time. Skipping this record.")
}
}
}
Timber.d("total_steps_after_Wallet_creation:::$totalSteps")
return totalSteps
}