Initial average smoothing algorithm
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3 changed files with 69 additions and 0 deletions
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@ -52,6 +52,7 @@ import info.nightscout.sensitivity.SensitivityAAPSPlugin
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import info.nightscout.sensitivity.SensitivityOref1Plugin
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import info.nightscout.sensitivity.SensitivityWeightedAveragePlugin
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import info.nightscout.smoothing.ExponentialSmoothingPlugin
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import info.nightscout.smoothing.AvgSmoothingPlugin
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import info.nightscout.smoothing.NoSmoothingPlugin
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import info.nightscout.source.AidexPlugin
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import info.nightscout.source.DexcomPlugin
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@ -448,6 +449,12 @@ abstract class PluginsListModule {
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@IntKey(605)
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abstract fun bindExponentialSmoothingPlugin(plugin: ExponentialSmoothingPlugin): PluginBase
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@Binds
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@AllConfigs
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@IntoMap
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@IntKey(610)
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abstract fun bindAvgSmoothingPlugin(plugin: AvgSmoothingPlugin): PluginBase
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@Qualifier
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annotation class AllConfigs
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@ -0,0 +1,60 @@
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package info.nightscout.smoothing
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import dagger.android.HasAndroidInjector
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import info.nightscout.androidaps.annotations.OpenForTesting
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import info.nightscout.interfaces.iob.InMemoryGlucoseValue
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import info.nightscout.interfaces.plugin.PluginBase
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import info.nightscout.interfaces.plugin.PluginDescription
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import info.nightscout.interfaces.plugin.PluginType
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import info.nightscout.interfaces.smoothing.Smoothing
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import info.nightscout.rx.logging.AAPSLogger
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import info.nightscout.shared.interfaces.ResourceHelper
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import javax.inject.Inject
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import javax.inject.Singleton
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import kotlin.math.max
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import kotlin.math.round
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@OpenForTesting
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@Singleton
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class AvgSmoothingPlugin @Inject constructor(
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injector: HasAndroidInjector,
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aapsLogger: AAPSLogger,
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rh: ResourceHelper
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) : PluginBase(
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PluginDescription()
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.mainType(PluginType.SMOOTHING)
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.pluginIcon(info.nightscout.core.ui.R.drawable.ic_timeline_24)
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.pluginName(R.string.avg_smoothing_name)
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.shortName(R.string.smoothing_shortname)
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.description(R.string.description_avg_smoothing),
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aapsLogger, rh, injector
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), Smoothing {
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@Suppress("LocalVariableName")
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override fun smooth(data: MutableList<InMemoryGlucoseValue>): MutableList<InMemoryGlucoseValue> {
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for (i in data.lastIndex -1 downTo 1) {
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// TODO: Bucketed is always calculated to 5 min (CHECK!), Maybe add a separate timecheck?
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// TODO: We could further improve this by adding a weight to the neighbours
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if (isValid(data[i].value) && isValid(data[i - 1].value) && isValid(data[i + 1].value))
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{
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var result = ((data[i - 1].value + data[i].value + data[i + 1].value) / 3.0)
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data[i].smoothed = result
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aapsLogger.debug("RESULT $result")
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}
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else
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{
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// TODO: Decide what to do here
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data[i].smoothed = data[i].value
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}
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}
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// append data we cannot smooth
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data[data.lastIndex].smoothed = data[data.lastIndex].value
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data[0].smoothed = data[0].value
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return data
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}
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private fun isValid(n: Double): Boolean {
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return n > 39 && n < 401
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}
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}
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@ -4,6 +4,8 @@
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<string name="smoothing_shortname">SMOOTH</string>
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<string name="exponential_smoothing_name">Exponential smoothing</string>
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<string name="description_exponential_smoothing">"Second-order exponential smoothing algorithm"</string>
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<string name="avg_smoothing_name">Average smoothing</string>
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<string name="description_avg_smoothing">"(Weighted) Average smoothing, newest data is not affected"</string>
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<string name="no_smoothing_name">No smoothing</string>
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<string name="description_no_smoothing">"No smoothing performed on input glucose data"</string>
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</resources>
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