From 676a2e92628197a92954c968df91bae12b4ffefc Mon Sep 17 00:00:00 2001 From: Amandeep Grewal Date: Sun, 24 Nov 2024 12:37:11 -0500 Subject: [PATCH] Hit summarizer API, improve summarizer models. --- .../data/PathAlertsSummarizerApiService.kt | 35 + .../main/kotlin/data/PathRemoteDataSource.kt | 303 +- app/src/main/kotlin/data/PathRepository.kt | 1 - .../main/kotlin/data/model/AlertContainer.kt | 12 + .../kotlin/data/model/JsonPathAlertsModels.kt | 299 -- app/src/main/kotlin/ui/alerts/Alert.kt | 4 +- .../main/kotlin/ui/alerts/CollapsingAlerts.kt | 4 +- app/src/main/kotlin/ui/main/MainScreen.kt | 2 +- app/src/main/kotlin/ui/main/MainUiState.kt | 4 +- app/src/main/kotlin/ui/main/MainViewModel.kt | 4 + app/src/main/kotlin/ui/stations/Train.kt | 2 +- .../path/data/model/AlertDatasTest.kt | 5 +- ...ertContainerTest.kt => AlertParserTest.kt} | 24 +- .../path/ui/main/MainScreenshotTest.kt | 4 +- .../path-summarize-alerts/package-lock.json | 3165 ++++++++++++++++- serverless/path-summarize-alerts/package.json | 1 + .../path-summarize-alerts/serverless.yml | 1 + .../path-summarize-alerts/src/handler.py | 10 +- .../path-summarize-alerts/src/lib/cache.py | 30 +- .../src/lib/constants.py | 29 +- .../path-summarize-alerts/src/lib/models.py | 116 +- .../src/lib/summarizer.py | 114 +- 22 files changed, 3690 insertions(+), 479 deletions(-) create mode 100644 app/src/main/kotlin/data/PathAlertsSummarizerApiService.kt create mode 100644 app/src/main/kotlin/data/model/AlertContainer.kt delete mode 100644 app/src/main/kotlin/data/model/JsonPathAlertsModels.kt rename app/src/test/kotlin/ca/amandeep/path/data/model/{AlertContainerTest.kt => AlertParserTest.kt} (62%) diff --git a/app/src/main/kotlin/data/PathAlertsSummarizerApiService.kt b/app/src/main/kotlin/data/PathAlertsSummarizerApiService.kt new file mode 100644 index 0000000..2a453a6 --- /dev/null +++ b/app/src/main/kotlin/data/PathAlertsSummarizerApiService.kt @@ -0,0 +1,35 @@ +package ca.amandeep.path.data + +import android.content.Context +import okhttp3.Cache +import okhttp3.OkHttpClient +import retrofit2.Retrofit +import retrofit2.converter.moshi.MoshiConverterFactory +import retrofit2.http.GET +import retrofit2.http.Query + +interface PathAlertsSummarizerApiService { + @GET("summarize") + suspend fun summarize( + @Query("input") input: String, + ) + + companion object { + private const val API_PATH = "https://v8qv31w7hh.execute-api.us-east-1.amazonaws.com/dev/" + + fun create( + applicationContext: Context, + ): PathAlertsSummarizerApiService = + Retrofit.Builder() + .baseUrl(API_PATH) + .addConverterFactory(MoshiConverterFactory.create()) + .client( + OkHttpClient.Builder() + // 2MB cache + .cache(Cache(applicationContext.cacheDir, 2 * 1024 * 1024)) + .build(), + ) + .build() + .create(PathAlertsSummarizerApiService::class.java) + } +} diff --git a/app/src/main/kotlin/data/PathRemoteDataSource.kt b/app/src/main/kotlin/data/PathRemoteDataSource.kt index d2295b1..95145b6 100644 --- a/app/src/main/kotlin/data/PathRemoteDataSource.kt +++ b/app/src/main/kotlin/data/PathRemoteDataSource.kt @@ -1,21 +1,41 @@ package ca.amandeep.path.data -import ca.amandeep.path.data.model.AlertDatas +import androidx.compose.runtime.Immutable +import ca.amandeep.path.data.AlertData.Grouped.Title.Companion.extractRoutesTitle +import ca.amandeep.path.data.AlertData.Grouped.Title.Companion.toTitle +import ca.amandeep.path.data.AlertDatas.Companion.getGroupedAlerts +import ca.amandeep.path.data.AlertDatas.Companion.toAlertDatas +import ca.amandeep.path.data.model.AlertContainer +import ca.amandeep.path.data.model.Route import ca.amandeep.path.data.model.StationName import ca.amandeep.path.data.model.UpcomingTrain import com.github.ajalt.timberkt.Timber.d +import kotlinx.collections.immutable.ImmutableList +import kotlinx.collections.immutable.persistentListOf +import kotlinx.collections.immutable.toImmutableList import kotlinx.coroutines.CoroutineDispatcher import kotlinx.coroutines.withContext +import org.jsoup.Jsoup +import java.text.SimpleDateFormat +import java.util.Date +import java.util.Locale +import java.util.TimeZone class PathRemoteDataSource( private val pathRestApi: PathOfficialRestApiService, private val alertsApi: PathAlertsApiService, private val ioDispatcher: CoroutineDispatcher, + private val alertParser: AlertParser, + private val summarizerApi: PathAlertsSummarizerApiService, ) { suspend fun getAlerts(): AlertDatas = withContext(ioDispatcher) { d { "getAlerts" } - alertsApi.getAlerts().alertDatas + alertParser.parse(alertsApi.getAlerts()).also { + it.alerts.filterIsInstance().forEach { + summarizerApi.summarize(it.text) + } + } } suspend fun getArrivals(): Map> = @@ -25,3 +45,282 @@ class PathRemoteDataSource( .associate { it.name to it.upcomingTrains.flatMap { it.trains } } } } + +class AlertParser { + fun parse(container: AlertContainer): AlertDatas { + val noAlerts = NO_ALERTS_HTML_TEXT in container.content.orEmpty() + val alerts = try { + val document = Jsoup.parse(container.content?.replace(""", "").orEmpty()) + document.select(".stationName").map { it.text() } + .zip(document.select(".alertText").map { it.text() }) + .toAlertDatas() + } catch (_: Exception) { + emptyList() + } + return AlertDatas( + hasError = !noAlerts && alerts.isEmpty(), + alerts = alerts.getGroupedAlerts(), + ) + } + + companion object { + private const val NO_ALERTS_HTML_TEXT = "There are no active PATHAlerts at this time" + } +} + +data class AlertDatas( + val alerts: ImmutableList = persistentListOf(), + val hasError: Boolean = false, +) { + val size = alerts.size + + fun isEmpty() = alerts.isEmpty() + + companion object { + private val DATE_FORMATTER = SimpleDateFormat("MM/dd/yyyy hh:mm a", Locale.US).apply { + timeZone = TimeZone.getTimeZone("America/New_York") + } + private val TIME_PREFIX_REGEX = Regex("^\\d{1,2}[: ]\\d{1,2} ?[apAP][mM][: ]?", RegexOption.IGNORE_CASE) + private val UPDATE_IN_MINS_REGEX = Regex("Update in \\d{1,2}( )?m(ins)?\\.") + private val APOLOGIZE_REGEX = + Regex("We (apologize|regret) (for )?(the|this|any)?( )?(inconvenience)( )?(this )?(may )?(have|has)?( )?(caused)?(.*\\.)") + + fun Iterable>.toAlertDatas(): ImmutableList = this + .filter { + "satisfaction survey" !in it.second.lowercase() + } + .map { + val date = try { + DATE_FORMATTER.parse(it.first.trim()) + } catch (_: Exception) { + null + } + AlertData.Single( + text = it.second + .removeUnnecessaryText() + .removeUrls() + .addPeriod() + .trim(), + date = date, + ) + } + .sortedBy { it.date } + .reversed() + .distinctBy { it.text } + .toImmutableList() + + fun Iterable.getGroupedAlerts(): ImmutableList = this + .groupBy { + if ("Service Advisory" in it.text) { + it.text + } else { + it.text.extractRoutesTitle()?.routes?.joinToString() + ?: it.text.split(".").first() + } + } + .map { group -> + val title = group.value.first().toTitle() + if (group.value.size == 1 && title !is AlertData.Grouped.Title.RouteTitle) { + group.value.single() + } else { + val alertsWithBlanks = group.value.mapIndexed { index, alert -> + val newText = alert.text + .dropBefore(".") + .let { + when (index) { + 0 -> it + else -> it.replace(UPDATE_IN_MINS_REGEX, "") + } + } + .trim() + .takeIf { it.any { char -> char.isLetter() } } + ?: "" + alert.copy(text = newText) + } + val alerts = alertsWithBlanks.mapIndexed { index, alert -> + if (alert.text.isBlank() && index != 0) { + alert.copy( + text = group.value[index].toTitle().text.capitalize().addPeriod(), + ) + } else { + alert.copy(text = alert.text.capitalize().addPeriod()) + } + } + AlertData.Grouped( + title = title, + main = alerts.first(), + history = alerts.drop(1).sortedByDescending { it.date }.toImmutableList(), + ) + } + } + .let { allAlerts -> + val containingRoutesAlerts = allAlerts.findContainedRouteAlerts() + val allToBeAbsorbed = containingRoutesAlerts.map { it.first } + val allAbsorbing = containingRoutesAlerts.map { it.second } + allAlerts.mapNotNull { + if (it !is AlertData.Grouped || it.title !is AlertData.Grouped.Title.RouteTitle) return@mapNotNull it + when (it) { + in allAbsorbing -> { + val absorbed = containingRoutesAlerts.find { it2 -> it2.second == it }!! + it.copy( + history = it.history + .plus(absorbed.first.main) + .plus(absorbed.first.history) + .sortedByDescending { it.date } + .toImmutableList(), + ) + } + + in allToBeAbsorbed -> { + null + } + + else -> it + } + } + } + .toImmutableList() + + private fun AlertData.Single.toTitle(): AlertData.Grouped.Title = + text.getBefore(".").toTitle() + + fun Iterable.findContainedRouteAlerts(): List> { + val routeAlerts = this.filterIsInstance() + .filter { it.title is AlertData.Grouped.Title.RouteTitle } + + val containedAlerts = mutableListOf>() + + for (alert1 in routeAlerts) { + for (alert2 in routeAlerts) { + if (alert1 != alert2 && + alert1.title is AlertData.Grouped.Title.RouteTitle && + alert2.title is AlertData.Grouped.Title.RouteTitle + ) { + if (alert2.title.routes.containsAll(alert1.title.routes)) { + containedAlerts.add(Pair(alert1, alert2)) + } + } + } + } + + return containedAlerts + } + + private fun String.removeUrls(): String = this + .trim() + .split(". ") + .filter { !it.contains("http") } + .joinToString(". ") + .trim() + + private fun String.removeUnnecessaryText(): String = this + .trim() + .remove(" ").remove(" ").remove(" ").remove(" ").remove(" ") + .replaceFirst(TIME_PREFIX_REGEX, "") + .replace("An update will be issued in approx.", "Update in") + .replace("An update will be issued in approx", "Update in") + .replace("An update will be issued w/in approx", "Update in") + .replace("Next update will be issued w/in approx", "Update in") + .replace("Next update w/in", "Update in") + .replace("mins.", " mins.") + .replace(APOLOGIZE_REGEX, "") + .remove("PATHAlert:") + .remove("PATHAlert Update:") + .remove("PATHAlert Final Update:") + .remove("Final Update:") + .remove("Update:") + .remove("Real-Time Train Departures on: - RidePATH app: - PATH website:") + .remove(" ").remove(" ").remove(" ").remove(" ").remove(" ") + .replace("..", ".").replace("..", ".") + .trim() + + private fun String.remove(str: String): String = replace(str, "") + } +} + +@Immutable +sealed interface AlertData { + @Immutable + data class Single( + val text: String, + val date: Date?, + ) : AlertData { + val isElevator: Boolean = text.contains("elevator", ignoreCase = true) + } + + @Immutable + data class Grouped( + val title: Title, + val main: Single, + val history: ImmutableList = persistentListOf(), + ) : AlertData { + @Immutable + sealed interface Title { + val text: String + + @Immutable + data class RouteTitle( + val routes: ImmutableList, + override val text: String, + ) : Title + + @Immutable + data class FreeformTitle(override val text: String) : Title + + companion object { + private val ROUTE_STRINGS = listOf( + "JSQ-33 via HOB" to Route.JSQ_33_HOB, + "33-JSQ via HOB" to Route.JSQ_33_HOB, + "HOB-33" to Route.HOB_33, + "33-HOB" to Route.HOB_33, + "JSQ-33" to Route.JSQ_33, + "33-JSQ" to Route.JSQ_33, + "NWK-WTC" to Route.NWK_WTC, + "WTC-NWK" to Route.NWK_WTC, + "HOB-WTC" to Route.HOB_WTC, + "WTC-HOB" to Route.HOB_WTC, + ) + + fun String.toTitle(): Title = + extractRoutesTitle() ?: FreeformTitle(this) + + fun String.extractRoutesTitle(): RouteTitle? { + val routes = split(", ").mapNotNull { candidateStr -> + ROUTE_STRINGS.firstOrNull { candidateStr.trim().startsWith(it.first) } + } + return if (routes.isNotEmpty()) { + RouteTitle( + routes = routes + .sortedBy { it.first } + .map { it.second } + .toImmutableList(), + text = routes.fold(this) { str, route -> + str.removePrefix(route.first).removePrefix(", ").trim() + }, + ) + } else { + null + } + } + } + } + } +} + +private fun String.dropBefore(delimiter: String): String = + split(delimiter).drop(1).joinToString(delimiter).trim() + +private fun String.getBefore(delimiter: String): String = + split(delimiter).firstOrNull().orEmpty() + +private fun String.capitalize(): String = replaceFirstChar { + if (it.isLowerCase()) { + it.titlecase(Locale.US) + } else { + it.toString() + } +} + +private fun String.addPeriod(): String = trim().let { + if (it.endsWith(".") || it.isBlank()) it else "$it." +} diff --git a/app/src/main/kotlin/data/PathRepository.kt b/app/src/main/kotlin/data/PathRepository.kt index 783521a..a09242c 100644 --- a/app/src/main/kotlin/data/PathRepository.kt +++ b/app/src/main/kotlin/data/PathRepository.kt @@ -1,6 +1,5 @@ package ca.amandeep.path.data -import ca.amandeep.path.data.model.AlertDatas import ca.amandeep.path.data.model.StationName import ca.amandeep.path.data.model.UpcomingTrain import ca.amandeep.path.util.tickFlow diff --git a/app/src/main/kotlin/data/model/AlertContainer.kt b/app/src/main/kotlin/data/model/AlertContainer.kt new file mode 100644 index 0000000..0b283d3 --- /dev/null +++ b/app/src/main/kotlin/data/model/AlertContainer.kt @@ -0,0 +1,12 @@ +package ca.amandeep.path.data.model + +import androidx.compose.runtime.Immutable +import com.squareup.moshi.Json +import com.squareup.moshi.JsonClass + +@Immutable +@JsonClass(generateAdapter = true) +data class AlertContainer( + @Json(name = "ContentKey") val contentKey: String?, + @Json(name = "Content") val content: String?, +) diff --git a/app/src/main/kotlin/data/model/JsonPathAlertsModels.kt b/app/src/main/kotlin/data/model/JsonPathAlertsModels.kt deleted file mode 100644 index ab0563b..0000000 --- a/app/src/main/kotlin/data/model/JsonPathAlertsModels.kt +++ /dev/null @@ -1,299 +0,0 @@ -package ca.amandeep.path.data.model - -import androidx.compose.runtime.Immutable -import ca.amandeep.path.data.model.AlertData.Grouped.Title.Companion.extractRoutesTitle -import ca.amandeep.path.data.model.AlertData.Grouped.Title.Companion.toTitle -import ca.amandeep.path.data.model.AlertDatas.Companion.getGroupedAlerts -import ca.amandeep.path.data.model.AlertDatas.Companion.toAlertDatas -import com.squareup.moshi.Json -import com.squareup.moshi.JsonClass -import kotlinx.collections.immutable.ImmutableList -import kotlinx.collections.immutable.persistentListOf -import kotlinx.collections.immutable.toImmutableList -import org.jsoup.Jsoup -import java.text.SimpleDateFormat -import java.util.Date -import java.util.Locale -import java.util.TimeZone - -@Immutable -@JsonClass(generateAdapter = true) -data class AlertContainer( - @Json(name = "ContentKey") val contentKey: String?, - @Json(name = "Content") val content: String?, -) { - val alertDatas by lazy { - val noAlerts = NO_ALERTS_HTML_TEXT in content.orEmpty() - val alerts = try { - val document = Jsoup.parse(content?.replace(""", "").orEmpty()) - document.select(".stationName").map { it.text() } - .zip(document.select(".alertText").map { it.text() }) - .toAlertDatas() - } catch (_: Exception) { - emptyList() - } - AlertDatas( - hasError = !noAlerts && alerts.isEmpty(), - alerts = alerts.getGroupedAlerts(), - ) - } - - companion object { - private const val NO_ALERTS_HTML_TEXT = "There are no active PATHAlerts at this time" - } -} - -data class AlertDatas( - val alerts: ImmutableList = persistentListOf(), - val hasError: Boolean = false, -) { - val size = alerts.size - - fun isEmpty(): Boolean = alerts.isEmpty() - - companion object { - private val DATE_FORMATTER = SimpleDateFormat("MM/dd/yyyy hh:mm a", Locale.US).apply { - timeZone = TimeZone.getTimeZone("America/New_York") - } - private val TIME_PREFIX_REGEX = Regex("^\\d{1,2}[: ]\\d{1,2} ?[apAP][mM][: ]?", RegexOption.IGNORE_CASE) - private val UPDATE_IN_MINS_REGEX = Regex("Update in \\d{1,2}( )?m(ins)?\\.") - private val APOLOGIZE_REGEX = - Regex("We (apologize|regret) (for )?(the|this|any)?( )?(inconvenience)( )?(this )?(may )?(have|has)?( )?(caused)?(.*\\.)") - - fun Iterable>.toAlertDatas(): ImmutableList = this - .filter { - "satisfaction survey" !in it.second.lowercase() - } - .map { - val date = try { - DATE_FORMATTER.parse(it.first.trim()) - } catch (_: Exception) { - null - } - AlertData.Single( - text = it.second - .removeUnnecessaryText() - .removeUrls() - .addPeriod() - .trim(), - date = date, - ) - } - .sortedBy { it.date } - .reversed() - .distinctBy { it.text } - .toImmutableList() - - fun Iterable.getGroupedAlerts(): ImmutableList = this - .groupBy { - if ("Service Advisory" in it.text) { - it.text - } else { - it.text.extractRoutesTitle()?.routes?.joinToString() - ?: it.text.split(".").first() - } - } - .map { group -> - val title = group.value.first().toTitle() - if (group.value.size == 1 && title !is AlertData.Grouped.Title.RouteTitle) { - group.value.single() - } else { - val alertsWithBlanks = group.value.mapIndexed { index, alert -> - val newText = alert.text - .dropBefore(".") - .let { - when (index) { - 0 -> it - else -> it.replace(UPDATE_IN_MINS_REGEX, "") - } - } - .trim() - .takeIf { it.any { char -> char.isLetter() } } - ?: "" - alert.copy(text = newText) - } - val alerts = alertsWithBlanks.mapIndexed { index, alert -> - if (alert.text.isBlank() && index != 0) { - alert.copy( - text = group.value[index].toTitle().text.capitalize().addPeriod(), - ) - } else { - alert.copy(text = alert.text.capitalize().addPeriod()) - } - } - AlertData.Grouped( - title = title, - main = alerts.first(), - history = alerts.drop(1).sortedByDescending { it.date }.toImmutableList(), - ) - } - } - .let { allAlerts -> - val containingRoutesAlerts = allAlerts.findContainedRouteAlerts() - val allToBeAbsorbed = containingRoutesAlerts.map { it.first } - val allAbsorbing = containingRoutesAlerts.map { it.second } - allAlerts.mapNotNull { - if (it !is AlertData.Grouped || it.title !is AlertData.Grouped.Title.RouteTitle) return@mapNotNull it - when (it) { - in allAbsorbing -> { - val absorbed = containingRoutesAlerts.find { it2 -> it2.second == it }!! - it.copy( - history = it.history - .plus(absorbed.first.main) - .plus(absorbed.first.history) - .sortedByDescending { it.date } - .toImmutableList(), - ) - } - in allToBeAbsorbed -> { - null - } - else -> it - } - } - } - .toImmutableList() - - private fun AlertData.Single.toTitle(): AlertData.Grouped.Title = - text.getBefore(".").toTitle() - - fun Iterable.findContainedRouteAlerts(): List> { - val routeAlerts = this.filterIsInstance() - .filter { it.title is AlertData.Grouped.Title.RouteTitle } - - val containedAlerts = mutableListOf>() - - for (alert1 in routeAlerts) { - for (alert2 in routeAlerts) { - if (alert1 != alert2 && - alert1.title is AlertData.Grouped.Title.RouteTitle && - alert2.title is AlertData.Grouped.Title.RouteTitle - ) { - if (alert2.title.routes.containsAll(alert1.title.routes)) { - containedAlerts.add(Pair(alert1, alert2)) - } - } - } - } - - return containedAlerts - } - - private fun String.removeUrls(): String = this - .trim() - .split(". ") - .filter { !it.contains("http") } - .joinToString(". ") - .trim() - - private fun String.removeUnnecessaryText(): String = this - .trim() - .remove(" ").remove(" ").remove(" ").remove(" ").remove(" ") - .replaceFirst(TIME_PREFIX_REGEX, "") - .replace("An update will be issued in approx.", "Update in") - .replace("An update will be issued in approx", "Update in") - .replace("An update will be issued w/in approx", "Update in") - .replace("Next update will be issued w/in approx", "Update in") - .replace("Next update w/in", "Update in") - .replace("mins.", " mins.") - .replace(APOLOGIZE_REGEX, "") - .remove("PATHAlert:") - .remove("PATHAlert Update:") - .remove("PATHAlert Final Update:") - .remove("Final Update:") - .remove("Update:") - .remove("Real-Time Train Departures on: - RidePATH app: - PATH website:") - .remove(" ").remove(" ").remove(" ").remove(" ").remove(" ") - .replace("..", ".").replace("..", ".") - .trim() - - private fun String.remove(str: String): String = replace(str, "") - } -} - -@Immutable -sealed interface AlertData { - @Immutable - data class Single( - val text: String, - val date: Date?, - ) : AlertData { - val isElevator: Boolean = text.contains("elevator", ignoreCase = true) - } - - @Immutable - data class Grouped( - val title: Title, - val main: Single, - val history: ImmutableList = persistentListOf(), - ) : AlertData { - @Immutable - sealed interface Title { - val text: String - - @Immutable - data class RouteTitle( - val routes: ImmutableList, - override val text: String, - ) : Title - - @Immutable - data class FreeformTitle(override val text: String) : Title - - companion object { - private val ROUTE_STRINGS = listOf( - "JSQ-33 via HOB" to Route.JSQ_33_HOB, - "33-JSQ via HOB" to Route.JSQ_33_HOB, - "HOB-33" to Route.HOB_33, - "33-HOB" to Route.HOB_33, - "JSQ-33" to Route.JSQ_33, - "33-JSQ" to Route.JSQ_33, - "NWK-WTC" to Route.NWK_WTC, - "WTC-NWK" to Route.NWK_WTC, - "HOB-WTC" to Route.HOB_WTC, - "WTC-HOB" to Route.HOB_WTC, - ) - - fun String.toTitle(): Title = - extractRoutesTitle() ?: FreeformTitle(this) - - fun String.extractRoutesTitle(): RouteTitle? { - val routes = split(", ").mapNotNull { candidateStr -> - ROUTE_STRINGS.firstOrNull { candidateStr.trim().startsWith(it.first) } - } - return if (routes.isNotEmpty()) { - RouteTitle( - routes = routes - .sortedBy { it.first } - .map { it.second } - .toImmutableList(), - text = routes.fold(this) { str, route -> - str.removePrefix(route.first).removePrefix(", ").trim() - }, - ) - } else { - null - } - } - } - } - } -} - -private fun String.dropBefore(delimiter: String): String = - split(delimiter).drop(1).joinToString(delimiter).trim() - -private fun String.getBefore(delimiter: String): String = - split(delimiter).firstOrNull().orEmpty() - -private fun String.capitalize(): String = replaceFirstChar { - if (it.isLowerCase()) { - it.titlecase(Locale.US) - } else { - it.toString() - } -} - -private fun String.addPeriod(): String = trim().let { - if (it.endsWith(".") || it.isBlank()) it else "$it." -} diff --git a/app/src/main/kotlin/ui/alerts/Alert.kt b/app/src/main/kotlin/ui/alerts/Alert.kt index f8f8808..d66669e 100644 --- a/app/src/main/kotlin/ui/alerts/Alert.kt +++ b/app/src/main/kotlin/ui/alerts/Alert.kt @@ -35,8 +35,8 @@ import androidx.compose.ui.text.font.FontWeight import androidx.compose.ui.tooling.preview.Preview import androidx.compose.ui.unit.dp import ca.amandeep.path.R -import ca.amandeep.path.data.model.AlertData -import ca.amandeep.path.data.model.AlertDatas +import ca.amandeep.path.data.AlertData +import ca.amandeep.path.data.AlertDatas import ca.amandeep.path.data.model.Route import ca.amandeep.path.data.model.displayName import ca.amandeep.path.ui.HEADING_DARK_TEXT_COLOR diff --git a/app/src/main/kotlin/ui/alerts/CollapsingAlerts.kt b/app/src/main/kotlin/ui/alerts/CollapsingAlerts.kt index 49804ce..7b4dff6 100644 --- a/app/src/main/kotlin/ui/alerts/CollapsingAlerts.kt +++ b/app/src/main/kotlin/ui/alerts/CollapsingAlerts.kt @@ -38,8 +38,8 @@ import androidx.compose.ui.tooling.preview.PreviewParameter import androidx.compose.ui.tooling.preview.PreviewParameterProvider import androidx.compose.ui.unit.dp import ca.amandeep.path.R -import ca.amandeep.path.data.model.AlertData -import ca.amandeep.path.data.model.AlertDatas +import ca.amandeep.path.data.AlertData +import ca.amandeep.path.data.AlertDatas import ca.amandeep.path.data.model.Route import ca.amandeep.path.ui.HEADING_LIGHT_TEXT_COLOR import ca.amandeep.path.ui.NWK_WTC_COLOR diff --git a/app/src/main/kotlin/ui/main/MainScreen.kt b/app/src/main/kotlin/ui/main/MainScreen.kt index 64e1f2f..006a259 100644 --- a/app/src/main/kotlin/ui/main/MainScreen.kt +++ b/app/src/main/kotlin/ui/main/MainScreen.kt @@ -70,7 +70,7 @@ import androidx.compose.ui.unit.dp import androidx.core.content.ContextCompat.startActivity import androidx.lifecycle.compose.collectAsStateWithLifecycle import ca.amandeep.path.R -import ca.amandeep.path.data.model.AlertData +import ca.amandeep.path.data.AlertData import ca.amandeep.path.data.model.State import ca.amandeep.path.ui.ErrorBar import ca.amandeep.path.ui.ErrorScreen diff --git a/app/src/main/kotlin/ui/main/MainUiState.kt b/app/src/main/kotlin/ui/main/MainUiState.kt index faad5b3..0ec8c31 100644 --- a/app/src/main/kotlin/ui/main/MainUiState.kt +++ b/app/src/main/kotlin/ui/main/MainUiState.kt @@ -1,8 +1,8 @@ package ca.amandeep.path.ui.main import androidx.compose.runtime.Immutable -import ca.amandeep.path.data.model.AlertData -import ca.amandeep.path.data.model.AlertDatas +import ca.amandeep.path.data.AlertData +import ca.amandeep.path.data.AlertDatas import ca.amandeep.path.data.model.Coordinates import ca.amandeep.path.data.model.Direction import ca.amandeep.path.data.model.StationName diff --git a/app/src/main/kotlin/ui/main/MainViewModel.kt b/app/src/main/kotlin/ui/main/MainViewModel.kt index b4800b0..2909910 100644 --- a/app/src/main/kotlin/ui/main/MainViewModel.kt +++ b/app/src/main/kotlin/ui/main/MainViewModel.kt @@ -2,8 +2,10 @@ package ca.amandeep.path.ui.main import android.app.Application import androidx.lifecycle.AndroidViewModel +import ca.amandeep.path.data.AlertParser import ca.amandeep.path.data.LocationUseCase import ca.amandeep.path.data.PathAlertsApiService +import ca.amandeep.path.data.PathAlertsSummarizerApiService import ca.amandeep.path.data.PathOfficialRestApiService import ca.amandeep.path.data.PathRemoteDataSource import ca.amandeep.path.data.PathRepository @@ -52,6 +54,8 @@ class MainViewModelImpl(application: Application) : AndroidViewModel(application pathRestApi = PathOfficialRestApiService.INSTANCE, alertsApi = PathAlertsApiService.INSTANCE, ioDispatcher = Dispatchers.IO, + alertParser = AlertParser(), + summarizerApi = PathAlertsSummarizerApiService.create(application.applicationContext), ), arrivalsUpdateInterval = MainViewModel.ARRIVALS_NETWORK_UPDATE_INTERVAL, alertsUpdateInterval = MainViewModel.ALERTS_NETWORK_UPDATE_INTERVAL, diff --git a/app/src/main/kotlin/ui/stations/Train.kt b/app/src/main/kotlin/ui/stations/Train.kt index 61f46b8..c979b9e 100644 --- a/app/src/main/kotlin/ui/stations/Train.kt +++ b/app/src/main/kotlin/ui/stations/Train.kt @@ -52,7 +52,7 @@ import androidx.compose.ui.tooling.preview.PreviewParameterProvider import androidx.compose.ui.unit.dp import androidx.compose.ui.unit.sp import ca.amandeep.path.R -import ca.amandeep.path.data.model.AlertData +import ca.amandeep.path.data.AlertData import ca.amandeep.path.data.model.Direction import ca.amandeep.path.data.model.Route import ca.amandeep.path.data.model.StationName diff --git a/app/src/test/kotlin/ca/amandeep/path/data/model/AlertDatasTest.kt b/app/src/test/kotlin/ca/amandeep/path/data/model/AlertDatasTest.kt index 4263b54..139303d 100644 --- a/app/src/test/kotlin/ca/amandeep/path/data/model/AlertDatasTest.kt +++ b/app/src/test/kotlin/ca/amandeep/path/data/model/AlertDatasTest.kt @@ -1,7 +1,8 @@ package ca.amandeep.path.data.model -import ca.amandeep.path.data.model.AlertDatas.Companion.getGroupedAlerts -import ca.amandeep.path.data.model.AlertDatas.Companion.toAlertDatas +import ca.amandeep.path.data.AlertData +import ca.amandeep.path.data.AlertDatas.Companion.getGroupedAlerts +import ca.amandeep.path.data.AlertDatas.Companion.toAlertDatas import com.google.common.truth.Truth.assertThat import kotlinx.collections.immutable.persistentListOf import org.junit.Test diff --git a/app/src/test/kotlin/ca/amandeep/path/data/model/AlertContainerTest.kt b/app/src/test/kotlin/ca/amandeep/path/data/model/AlertParserTest.kt similarity index 62% rename from app/src/test/kotlin/ca/amandeep/path/data/model/AlertContainerTest.kt rename to app/src/test/kotlin/ca/amandeep/path/data/model/AlertParserTest.kt index 0139175..1bc539f 100644 --- a/app/src/test/kotlin/ca/amandeep/path/data/model/AlertContainerTest.kt +++ b/app/src/test/kotlin/ca/amandeep/path/data/model/AlertParserTest.kt @@ -1,26 +1,32 @@ package ca.amandeep.path.data.model +import ca.amandeep.path.data.AlertData +import ca.amandeep.path.data.AlertParser import com.google.common.truth.Truth.assertThat import org.junit.Test import java.util.Date -class AlertContainerTest { +class AlertParserTest { @Test fun alertDatas_fail() { - val alertDatas = AlertContainer( - contentKey = "contentKey", - content = "nothing", - ).alertDatas + val alertDatas = AlertParser().parse( + AlertContainer( + contentKey = "contentKey", + content = "nothing", + ), + ) assertThat(alertDatas.hasError).isTrue() assertThat(alertDatas.alerts).isEmpty() } @Test fun alertDatas_singleAlert() { - val alertDatas = AlertContainer( - contentKey = "contentKey", - content = Fakes.SINGLE_ALERT, - ).alertDatas + val alertDatas = AlertParser().parse( + AlertContainer( + contentKey = "contentKey", + content = Fakes.SINGLE_ALERT, + ), + ) assertThat(alertDatas.hasError).isFalse() assertThat(alertDatas.alerts).containsExactly( diff --git a/app/src/test/kotlin/ca/amandeep/path/ui/main/MainScreenshotTest.kt b/app/src/test/kotlin/ca/amandeep/path/ui/main/MainScreenshotTest.kt index f2fad5d..6a5b34b 100644 --- a/app/src/test/kotlin/ca/amandeep/path/ui/main/MainScreenshotTest.kt +++ b/app/src/test/kotlin/ca/amandeep/path/ui/main/MainScreenshotTest.kt @@ -17,8 +17,8 @@ import app.cash.paparazzi.InstantAnimationsRule import app.cash.paparazzi.Paparazzi import app.cash.paparazzi.ThumbnailScale import ca.amandeep.path.R -import ca.amandeep.path.data.model.AlertData -import ca.amandeep.path.data.model.AlertDatas +import ca.amandeep.path.data.AlertData +import ca.amandeep.path.data.AlertDatas import ca.amandeep.path.data.model.Direction import ca.amandeep.path.data.model.Route import ca.amandeep.path.data.model.StationName diff --git a/serverless/path-summarize-alerts/package-lock.json b/serverless/path-summarize-alerts/package-lock.json index 6b2731f..e214f66 100644 --- a/serverless/path-summarize-alerts/package-lock.json +++ 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true, + "funding": [ + "https://github.com/sponsors/broofa", + "https://github.com/sponsors/ctavan" + ], + "license": "MIT", + "bin": { + "uuid": "dist/bin/uuid" + } + }, + "node_modules/velocityjs": { + "version": "2.0.6", + "resolved": "https://registry.npmjs.org/velocityjs/-/velocityjs-2.0.6.tgz", + "integrity": "sha512-QMYLeYLBX6eqekCin3OPmDAHapaUx3foNFE264ml1/yxRZ8TUUlI1+u6rtN4E8tKNqwzpRPeNgJtjLbgRNK4fw==", + "dev": true, + "license": "MIT", + "dependencies": { + "debug": "^4.3.3" + }, + "bin": { + "velocity": "bin/velocity" + }, + "engines": { + "node": ">=0.8.0" + } + }, + "node_modules/web-streams-polyfill": { + "version": "3.3.3", + "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-3.3.3.tgz", + "integrity": "sha512-d2JWLCivmZYTSIoge9MsgFCZrt571BikcWGYkjC1khllbTeDlGqZ2D8vD8E/lJa8WGWbb7Plm8/XJYV7IJHZZw==", + "dev": true, + "license": "MIT", + "engines": { + "node": ">= 8" + } + }, "node_modules/which": { "version": "2.0.2", "resolved": 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b/serverless/path-summarize-alerts/package.json @@ -1,6 +1,7 @@ { "devDependencies": { "serverless-iam-roles-per-function": "^3.2.0", + "serverless-offline": "^14.3.4", "serverless-python-requirements": "^6.1.1" } } diff --git a/serverless/path-summarize-alerts/serverless.yml b/serverless/path-summarize-alerts/serverless.yml index 4d03dbe..1e16a9c 100644 --- a/serverless/path-summarize-alerts/serverless.yml +++ b/serverless/path-summarize-alerts/serverless.yml @@ -61,6 +61,7 @@ package: plugins: - serverless-python-requirements - serverless-iam-roles-per-function + - serverless-offline resources: Resources: diff --git a/serverless/path-summarize-alerts/src/handler.py b/serverless/path-summarize-alerts/src/handler.py index 03fb6fa..bc4f042 100644 --- a/serverless/path-summarize-alerts/src/handler.py +++ b/serverless/path-summarize-alerts/src/handler.py @@ -9,6 +9,7 @@ logger = Logger() tracer = Tracer() + @logger.inject_lambda_context @tracer.capture_lambda_handler def handler(event: APIGatewayProxyEvent, context: LambdaContext) -> Dict[str, Any]: @@ -29,17 +30,18 @@ def handler(event: APIGatewayProxyEvent, context: LambdaContext) -> Dict[str, An input_text = query_params['input'] logger.info(f"Processing request with input length: {len(input_text)}") - skip_cache = 'skip_cache' in query_params and query_params['skip_cache'] == os.environ.get("SKIP_CACHE_MAGIC_WORD") + skip_cache = 'skip_cache' in query_params and query_params['skip_cache'] == os.environ.get( + "SKIP_CACHE_MAGIC_WORD") summarizer = AlertSummarizer() result = summarizer.summarize(input_text, skip_cache=skip_cache) logger.info("Successfully processed request") - logger.debug(f"Response: {json.dumps(result)}") + logger.debug(f"Response: {result.model_dump_json()}") return { 'statusCode': 200, - 'body': json.dumps(result), + 'body': result.model_dump_json(), 'headers': { 'Content-Type': 'application/json', 'Cache-Control': 'max-age=86400' # Cache for 24 hours @@ -56,4 +58,4 @@ def handler(event: APIGatewayProxyEvent, context: LambdaContext) -> Dict[str, An 'headers': { 'Content-Type': 'application/json' } - } \ No newline at end of file + } diff --git a/serverless/path-summarize-alerts/src/lib/cache.py b/serverless/path-summarize-alerts/src/lib/cache.py index 3951f27..53e18fb 100644 --- a/serverless/path-summarize-alerts/src/lib/cache.py +++ b/serverless/path-summarize-alerts/src/lib/cache.py @@ -1,31 +1,43 @@ +import hashlib import json +from typing import Optional + import boto3 -from typing import Optional, Dict, Any from aws_lambda_powertools import Logger, Tracer -from .constants import CACHE_VERSION + +from .constants import SYSTEM_MESSAGE, MODEL_NAME +from .models import CacheResponse logger = Logger() tracer = Tracer() + class CacheService: def __init__(self, bucket_name: str): self.s3_client = boto3.client('s3') self.bucket_name = bucket_name logger.info(f"Initialized CacheService with bucket: {bucket_name}") + @staticmethod + def hash_category_key() -> str: + """Create a SHA-1 hash of the prompt.""" + input_string = f"{CacheResponse.model_json_schema}|{SYSTEM_MESSAGE}|{MODEL_NAME}" + hash_value = hashlib.sha1(input_string.encode('utf-8')).hexdigest() + return hash_value + @staticmethod def create_versioned_key(hash_key: str) -> str: """Create a versioned lib key.""" - return f"{CACHE_VERSION}/{hash_key}" + return f"{CacheService.hash_category_key()}/{hash_key}" @tracer.capture_method - def get(self, hash_key: str) -> Optional[Dict[str, Any]]: + def get(self, hash_key: str) -> Optional[str]: """Try to get cached response from S3.""" versioned_key = self.create_versioned_key(hash_key) logger.debug(f"Attempting to retrieve cached response for versioned key: {versioned_key}") try: response = self.s3_client.get_object(Bucket=self.bucket_name, Key=versioned_key) - data = json.loads(response['Body'].read().decode('utf-8')) + data = response['Body'].read().decode('utf-8') logger.info(f"Successfully retrieved cached response for versioned key: {versioned_key}") logger.debug(f"Cache data: {json.dumps(data)}") return data @@ -38,7 +50,7 @@ def get(self, hash_key: str) -> Optional[Dict[str, Any]]: return None @tracer.capture_method - def save(self, hash_key: str, data: Dict[str, Any]) -> None: + def save(self, hash_key: str, data: str) -> None: """Save response to S3 lib.""" versioned_key = self.create_versioned_key(hash_key) logger.debug(f"Attempting to lib response for versioned key: {versioned_key}") @@ -46,11 +58,11 @@ def save(self, hash_key: str, data: Dict[str, Any]) -> None: self.s3_client.put_object( Bucket=self.bucket_name, Key=versioned_key, - Body=json.dumps(data), + Body=data, ContentType='application/json' ) logger.info(f"Successfully cached response for versioned key: {versioned_key}") - logger.debug(f"Cached data: {json.dumps(data)}") + logger.debug(f"Cached data: {data}") except Exception as e: logger.error(f"Error saving to lib: {str(e)}", exc_info=True) - logger.error(f"Versioned key: {versioned_key}, Bucket: {self.bucket_name}") \ No newline at end of file + logger.error(f"Versioned key: {versioned_key}, Bucket: {self.bucket_name}") diff --git a/serverless/path-summarize-alerts/src/lib/constants.py b/serverless/path-summarize-alerts/src/lib/constants.py index 6360428..1a046ee 100644 --- a/serverless/path-summarize-alerts/src/lib/constants.py +++ b/serverless/path-summarize-alerts/src/lib/constants.py @@ -1,2 +1,29 @@ BUCKET_NAME = 'path-summarize-data' -CACHE_VERSION = '1.0' +MODEL_NAME = "gpt-4o" +SYSTEM_MESSAGE = """ +You are a very helpful transit agency alert summarizer to take alert text from a transit agency (the PATH subway transit system in NYC and NJ) and make it more digestible for transit riders. +Shorten the text by omitting unnecessary fluff and politeness, assuming the rider is an experienced traveler. +References to PATH should be removed if implied, keeping in mind that the target audience is familiar with PATH and +utilizes an app exclusive to this transit line. +Represent dates using American formats with month names, like "January 26th" or "December 2nd". +When referring to contactless payments or mobile wallets or the TAPP system, shorten it to just refer to tap-to-pay with mobile wallet or contactless card. +Don't say "tips" but just give the advice from the tips succinctly. +Events at RBA/Red Bull Arena are Red Bulls soccer games. +Expand abbreviations to the full name, except when speaking about lines. Lines are formatted like "JSQ-33" or "NWK-WTC" or "JSQ-33 via HOB". +Common abbreviations: + +"JSQ" for "Journal Square" +"NWK" for "Newark" +"GRV" for "Grove Street" +"HAR" for "Harrison" +"EXP" for "Exchange Place" +"WTC" for "World Trade Center" +"HOB" for "Hoboken" +"NWPT" for "Newport" +"CHRS" for "Christopher Street" +"Chris St" for "Christopher Street" +"33" for "33rd Street" +"RBA" for "Red Bull Arena" +"svc" for "service" + +""" diff --git a/serverless/path-summarize-alerts/src/lib/models.py b/serverless/path-summarize-alerts/src/lib/models.py index 9338833..a71098d 100644 --- a/serverless/path-summarize-alerts/src/lib/models.py +++ b/serverless/path-summarize-alerts/src/lib/models.py @@ -1,6 +1,114 @@ -from pydantic import BaseModel, Field +from datetime import datetime +from enum import Enum +from typing import List +from typing import Optional -class AlertSummary(BaseModel): +from pydantic import BaseModel, Field, field_serializer, field_validator + + +class PathStation(Enum): + NEWARK = "Newark Penn Station" + HARRISON = "Harrison" + JOURNAL_SQUARE = "Journal Square" + GROVE_STREET = "Grove Street" + EXCHANGE_PLACE = "Exchange Place" + WORLD_TRADE_CENTER = "World Trade Center" + HOBOKEN = "Hoboken" + NEWPORT = "Newport" + CHRISTOPHER_STREET = "Christopher Street" + NINTH_STREET = "9th Street" + FOURTEENTH_STREET = "14th Street" + TWENTY_THIRD_STREET = "23rd Street" + THIRTY_THIRD_STREET = "33rd Street" + + +class PathLine(Enum): + NWK_WTC = "Newark - World Trade Center, stations along this route are Newark, Harrison, Journal Square, Grove Street, Exchange Place, World Trade Center" + JSQ_WTC = "Journal Square - World Trade Center, stations along this route are Journal Square, Grove Street, Exchange Place, World Trade Center" + HOB_WTC = "Hoboken - World Trade Center, stations along this route are Hoboken, Newport, Exchange Place, World Trade Center" + JSQ_33 = "Journal Square - 33rd Street, stations along this route are Journal Square, Grove Street, Newport, Christopher Street, 9th Street, 14th Street, 23rd Street, 33rd Street" + HOB_33 = "Hoboken - 33rd Street, stations along this route are Hoboken, Christopher Street, 9th Street, 14th Street, 23rd Street, 33rd Street" + JSQ_33_HOB = "Journal Square - 33rd Street (via Hoboken), stations along this route are Journal Square, Grove Street, Newport, Hoboken, Christopher Street, 9th Street, 14th Street, 23rd Street, 33rd Street" + + +class TimeRange(BaseModel): + chain_of_thought: str = Field( + ..., description="Step by step reasoning to get the correct time range" + ) + start_time: Optional[datetime] = Field(..., + description="The date and time when the alert begins being relevant, if applicable") + end_time: Optional[datetime] = Field(..., + description="The date and time when the alert ends being relevant, if applicable") + + +class Summary(BaseModel): + chain_of_thought: str = Field( + ..., description="Step by step reasoning to get a summary of the alert" + ) text: str - is_delay: bool = Field(description="indicating if the alert is about a delay on lines, true is yes, false if it is a general announcement") - is_relevant: bool = Field(description="indicating if the alert affects the rider's experience or not") \ No newline at end of file + + +class AffectedStations(BaseModel): + chain_of_thought: str = Field( + ..., + description="Step by step reasoning to get the stations that are going to be affected by this alert, i.e. riders at this station really care about this alert" + ) + affected_stations: Optional[List[PathStation]] + + +class AffectedRoutes(BaseModel): + chain_of_thought: str = Field( + ..., + description="Step by step reasoning to get the routes that are going to be affected by this alert, i.e. riders on this line really care about this alert" + ) + affected_routes: Optional[List[PathLine]] + + @field_serializer('affected_routes') + def get_lines_value(self, routes: Optional[List[PathLine]]) -> Optional[List[str]]: + if routes is None: + return None + return [route.name for route in routes] + + @field_validator('affected_routes', mode='before') + @classmethod + def validate_routes(cls, value: Optional[List[str]]) -> Optional[List[PathLine]]: + if value is None: + return None + + valid_routes = [] + for route in value: + if isinstance(route, str): + try: + # Try to match by name first + valid_routes.append(PathLine[route.upper()]) + except KeyError: + # If name doesn't match, try to match by value + try: + valid_routes.append(PathLine(route.lower())) + except ValueError: + raise ValueError(f"Invalid route: {route}. Valid routes are: {[e.name for e in PathLine]}") + elif isinstance(route, PathLine): + valid_routes.append(route) + else: + raise ValueError(f"Route must be string or PathLine enum, got {type(route)}") + + return valid_routes + + +class AlertSummary(BaseModel): + text: Summary + is_delay: bool = Field( + description="indicating if the alert is about a delay on lines, true is yes, false if it is a general announcement") + is_relevant: bool = Field(description="indicating if the alert affects the rider's experience or not") + duration: Optional[TimeRange] = Field( + description="The date and time that this alert begins and ends being applicable. Events at Red Bull Arena are usually 3 hours.") + affected_routes: Optional[AffectedRoutes] = Field(description="List of affected routes") + affected_stations: Optional[AffectedStations] = Field(description="List of affected stations") + + +class CacheResponse(BaseModel): + input: str + response: AlertSummary + model: str + cache_version: str + cached: bool diff --git a/serverless/path-summarize-alerts/src/lib/summarizer.py b/serverless/path-summarize-alerts/src/lib/summarizer.py index 17e0d73..c8fc5c3 100644 --- a/serverless/path-summarize-alerts/src/lib/summarizer.py +++ b/serverless/path-summarize-alerts/src/lib/summarizer.py @@ -1,55 +1,33 @@ import hashlib -from typing import Dict, Any -from openai import OpenAI -from instructor import from_openai, Mode + from aws_lambda_powertools import Logger, Tracer -from .models import AlertSummary +from instructor import from_openai +from openai import OpenAI + from .cache import CacheService -from .constants import BUCKET_NAME, CACHE_VERSION - -MODEL_NAME = "gpt-4o" -SYSTEM_MESSAGE = """ -Take alert text from a transit agency and make it more digestible for transit riders. -Shorten the text by omitting unnecessary fluff and politeness, assuming the rider is an experienced traveler. -References to PATH should be removed if implied, keeping in mind that the target audience is familiar with PATH and -utilizes an app exclusive to this transit line. -Represent dates using American formats with month names, like January 26th or December 2nd. -Expand the station name from the abbreviation to the full name, except when speaking about lines. Lines are formatted like JSQ-33 or NWK-WTC. -Common abbreviations: - -"JSQ" for "Journal Square" -"NWK" for "Newark" -"GRV" for "Grove Street" -"HAR" for "Harrison" -"EXP" for "Exchange Place" -"WTC" for "World Trade Center" -"HOB" for "Hoboken" -"NWPT" for "Newport" -"CHRS" for "Christopher Street" -"Chris St" for "Christopher Street" -"33" for "33rd Street" - -" -""" +from .constants import BUCKET_NAME, SYSTEM_MESSAGE, MODEL_NAME +from .models import * +from .models import CacheResponse logger = Logger() tracer = Tracer() + class AlertSummarizer: def __init__(self): - self.client = from_openai(OpenAI(), mode=Mode.TOOLS_STRICT) + self.client = from_openai(OpenAI()) # , mode=Mode.TOOLS_STRICT) self.cache_service = CacheService(BUCKET_NAME) logger.info("Initialized AlertSummarizer") @staticmethod def hash_string(input_string: str) -> str: - """Create a SHA-256 hash of the input string.""" - hash_value = hashlib.sha256(input_string.encode('utf-8')).hexdigest() + """Create a SHA-1 hash of the input string.""" + hash_value = hashlib.sha1(input_string.encode('utf-8')).hexdigest() logger.debug(f"Generated hash: {hash_value} for input length: {len(input_string)}") return hash_value @tracer.capture_method - def summarize(self, input_text: str, skip_cache: bool) -> Dict[str, Any]: + def summarize(self, input_text: str, skip_cache: bool) -> CacheResponse: """Summarize the input text using OpenAI API with caching.""" logger.info(f"Processing new summarization request. Input length: {len(input_text)}") logger.debug(f"Raw input text: {input_text}") @@ -60,12 +38,9 @@ def summarize(self, input_text: str, skip_cache: bool) -> Dict[str, Any]: cached_response = self.cache_service.get(hash_key) if not skip_cache else None if cached_response: logger.info(f"Cache hit for hash: {hash_key}") - return { - 'response': cached_response['response'], - 'cached': True, - 'cache_version': CACHE_VERSION, - 'model': cached_response.get('model', MODEL_NAME) - } + response_data = CacheResponse.model_validate_json(cached_response) + response_data.cached = True + return response_data # Call OpenAI API try: @@ -77,38 +52,6 @@ def summarize(self, input_text: str, skip_cache: bool) -> Dict[str, Any]: model=MODEL_NAME, messages=[ {"role": "system", "content": SYSTEM_MESSAGE}, - self.user_msg( - "PATH's debit/credit system for SmartLink/MetroCard sales out of service 07-13-2024 " - "2:00am-8:00am due to system maintenance. Use contactless debit/credit at TAPP turnstiles or " - "use cash for fare purchases. Use NYCT Subway stations for new MetroCard purchases with " - "debit/credit", - ), - self.assistant_msg( - AlertSummary( - text = "System for SmartLink/MetroCard sales with credit/debit cards will be out of " - "service on August 13th 2am-8am. Instead use contactless tap-to-pay at turnstiles, " - "cash for fare purchases, or purchase MetroCards at an NYC Subway station.", - is_delay = False, - is_relevant = True, - ) - ), - self.user_msg( - "Red Bull Arena event Sat 08-31-2024 at 7:30pm. Extra svc after event. " - "RBA is steps from Harrison Station. " - "Tips: " - "- Allow extra travel time to get to RBA. " - "- Pay fare at TAPP turnstile w mobile wallet or contactless bank " - " card (http://www.TAPPandRide.com) OR buy fare in advance." - ), - self.assistant_msg( - AlertSummary( - text="There is an event at Red Bull Arena on August 31st at 7:30pm, near Harrison Station. " - "Extra service provided after event. It is suggested to provide extra travel time, " - "use tap-to-pay at turnstiles or buy fares in advance.", - is_delay=False, - is_relevant=True, - ) - ), self.user_msg(input_text) ], ) @@ -117,26 +60,21 @@ def summarize(self, input_text: str, skip_cache: bool) -> Dict[str, Any]: logger.debug(f"Raw API response: {ai_response}") logger.info(f"Usage: {completion.usage}") cost = completion.usage.prompt_tokens * 2.5 / 1_000_000 + completion.usage.completion_tokens * 10 / 1_000_000 - logger.info(f"Cost approx: {cost * 100} cents") + logger.info(f"Cost approx: {cost * 100:.2f} cents") # Prepare response - response_data = { - 'input': input_text, - 'response': dict(ai_response), - 'model': MODEL_NAME, - 'cache_version': CACHE_VERSION - } + response_data = CacheResponse( + input=input_text, + model=MODEL_NAME, + cache_version=CacheService.hash_category_key(), + response=ai_response, + cached=False, + ) # Save to lib - self.cache_service.save(hash_key, response_data) + self.cache_service.save(hash_key, response_data.model_dump_json()) - return { - 'response': dict(ai_response), - 'input': input_text, - 'cached': False, - 'cache_version': CACHE_VERSION, - 'model': MODEL_NAME - } + return response_data except Exception as e: logger.error(f"Error calling OpenAI API: {str(e)}", exc_info=True) @@ -149,4 +87,4 @@ def user_msg(content: str): @staticmethod def assistant_msg(summary: AlertSummary): - return {"role": "assistant", "content": summary.model_dump_json()} \ No newline at end of file + return {"role": "assistant", "content": summary.model_dump_json()}