Show retrain progress in Android
This commit is contained in:
@@ -10,7 +10,7 @@ android {
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applicationId = "xyz.kusoft.tradebotmonitor"
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minSdk = 26
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targetSdk = 36
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versionCode = 6
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versionName = "0.2.3"
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versionCode = 7
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versionName = "0.2.4"
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}
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}
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+105
-24
@@ -38,6 +38,7 @@ class MainActivity : Activity() {
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private var lastError: String = ""
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private var activeTab: String = "ai"
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private var palette: AppPalette = AppPalette.dark()
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private var trainingStatusSignature: String = ""
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private val refreshRunnable = object : Runnable {
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override fun run() {
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@@ -103,10 +104,13 @@ class MainActivity : Activity() {
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mainHandler.post {
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val hadSnapshot = snapshot != null
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val hadError = lastError.isNotBlank()
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val newTrainingStatusSignature = trainingStatusSignature(data.retrain)
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val trainingChanged = newTrainingStatusSignature != trainingStatusSignature
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snapshot = data
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trainingStatusSignature = newTrainingStatusSignature
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lastError = ""
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ensureSelectedSymbol()
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if (shouldRenderAfterRefresh(silent, hadSnapshot, hadError)) {
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if (shouldRenderAfterRefresh(silent, hadSnapshot, hadError, trainingChanged)) {
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render()
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}
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}
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@@ -116,7 +120,7 @@ class MainActivity : Activity() {
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val hadError = lastError.isNotBlank()
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lastError = error.message ?: "ошибка подключения"
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if (!silent) toast(lastError)
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if (shouldRenderAfterRefresh(silent, hadSnapshot, hadError)) {
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if (shouldRenderAfterRefresh(silent, hadSnapshot, hadError, trainingChanged = false)) {
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render()
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}
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}
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@@ -124,7 +128,7 @@ class MainActivity : Activity() {
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}
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}
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private fun shouldRenderAfterRefresh(silent: Boolean, hadSnapshot: Boolean, hadError: Boolean): Boolean {
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private fun shouldRenderAfterRefresh(silent: Boolean, hadSnapshot: Boolean, hadError: Boolean, trainingChanged: Boolean): Boolean {
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val focused = contentHost.findFocus()
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if (activeTab == "settings" && focused is EditText) {
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return false
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@@ -132,6 +136,9 @@ class MainActivity : Activity() {
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if (!silent) {
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return true
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}
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if (activeTab == "settings" && trainingChanged) {
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return true
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}
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return !hadSnapshot || hadError
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}
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@@ -568,42 +575,71 @@ class MainActivity : Activity() {
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private fun trainingComputerPanel(retrain: JSONObject): View =
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LinearLayout(this).apply {
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val coordination = retrain.optJSONObject("coordination") ?: JSONObject()
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val activeJob = coordination.optJSONObject("active_job")
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val agentOnline = coordination.optBoolean("agent_online", false)
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orientation = LinearLayout.VERTICAL
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addView(text("Компьютер обучения", 12f, Typeface.NORMAL, palette.muted))
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addView(text(prefs.trainingComputerName, 18f, Typeface.BOLD, palette.green).top(dp(5)))
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addView(text(prefs.trainingComputerPath, 12f, Typeface.NORMAL, palette.muted).top(dp(4)))
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addView(keyValueLine("Статус", if (prefs.trainingComputerPinned) "закреплен" else "не закреплен", if (prefs.trainingComputerPinned) palette.green else palette.amber).top(dp(8)))
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addView(keyValueLine("Связь агента", if (agentOnline) "онлайн" else "нет связи", if (agentOnline) palette.green else palette.amber).top(dp(4)))
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if (activeJob != null) {
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addView(keyValueLine("Задание", activeJob.optStringClean("status").ifBlank { "активно" }).top(dp(4)))
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addView(text("Бот ставит задания через tb.kusoft.xyz, а этот Windows-agent сам забирает их через интернет и возвращает результат.", 12f, Typeface.NORMAL, palette.muted).top(dp(8)))
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}
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private fun trainingProcessPanel(coordination: JSONObject): View =
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LinearLayout(this).apply {
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val activeJob = coordination.optJSONObject("active_job")
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val latestJob = coordination.optJSONObject("latest_job")
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val job = activeJob ?: latestJob
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orientation = LinearLayout.VERTICAL
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addView(text("Процесс переобучения", 12f, Typeface.NORMAL, palette.muted))
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if (job == null) {
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val agentOnline = coordination.optBoolean("agent_online", false)
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addView(keyValueLine("Состояние", if (agentOnline) "готов к запуску" else "ждет Windows-agent", if (agentOnline) palette.green else palette.amber).top(dp(8)))
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return@apply
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}
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val status = job.optStringClean("status")
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val phase = job.optStringClean("phase")
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val progress = job.optInt("progress_percent", if (status == "completed") 100 else 0).coerceIn(0, 100)
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val message = job.optStringClean("message")
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addView(keyValueLine("Состояние", trainingJobLabel(status, phase), trainingJobColor(status, phase)).top(dp(8)))
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addView(allocationBar(progress / 100.0).top(dp(10)))
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addView(keyValueLine("Прогресс", "$progress%", trainingJobColor(status, phase)).top(dp(8)))
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if (message.isNotBlank()) {
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addView(text(message.take(160), 12f, Typeface.NORMAL, palette.text).top(dp(8)))
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}
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val completedAt = job.optStringClean("completed_at")
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if (completedAt.isNotBlank()) {
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addView(keyValueLine("Завершено", completedAt.take(19).replace("T", " ")).top(dp(8)))
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}
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val artifacts = job.optJSONArray("artifacts")
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if (artifacts != null && artifacts.length() > 0) {
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addView(keyValueLine("Артефакты", artifacts.length().toString(), palette.green).top(dp(4)))
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}
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addView(text("Переобучение Torch закреплено за этой Windows-машиной. Телефон только управляет запуском и расписанием, Pi только исполняет бота.", 12f, Typeface.NORMAL, palette.muted).top(dp(8)))
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addView(actionRow(
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"Закрепить эту машину" to {
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prefs.pinDefaultTrainingComputer()
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toast("Компьютер обучения закреплен")
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render()
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},
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).top(dp(10)))
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}
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private fun retrainSettingsBlock(retrain: JSONObject, backtest: JSONObject): View {
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val coordination = retrain.optJSONObject("coordination") ?: JSONObject()
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val activeJob = coordination.optJSONObject("active_job")
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val isTrainingActive = activeJob?.optStringClean("status") in setOf("pending", "running")
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return LinearLayout(this).apply {
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orientation = LinearLayout.VERTICAL
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addView(keyValueLine("Доступно", yesNo(retrain.optBoolean("available", false))))
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addView(keyValueLine("Принята новая модель", yesNo(retrain.optBoolean("accepted", false))).top(dp(4)))
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addView(trainingComputerPanel(retrain).top(dp(12)))
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addView(thinDivider().top(dp(12)))
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addView(trainingProcessPanel(coordination))
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if (retrain.optBoolean("available", false)) {
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addView(keyValueLine("Последний guard", if (retrain.optBoolean("accepted", false)) "модель принята" else "модель отклонена", if (retrain.optBoolean("accepted", false)) palette.green else palette.amber).top(dp(10)))
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}
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val replay = backtest.optJSONObject("full_replay") ?: JSONObject()
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addView(keyValueLine("Replay сделок", replay.optInt("trades", 0).toString()).top(dp(4)))
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addView(keyValueLine("Replay PnL", signedMoney(replay.optDouble("net_pnl", 0.0)), colorForSigned(replay.optDouble("net_pnl", 0.0))).top(dp(4)))
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addView(actionRow(
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"Запустить сейчас" to {
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triggerRetrainNow()
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},
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).top(dp(10)))
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if (isTrainingActive) {
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addView(disabledActionButton("Обучение уже идет").top(dp(10)))
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} else {
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addView(actionRow(
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"Запустить сейчас" to {
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triggerRetrainNow()
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},
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).top(dp(10)))
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}
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addView(actionRow(
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"1ч" to { setRetrainInterval(1) },
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"3ч" to { setRetrainInterval(3) },
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@@ -842,6 +878,21 @@ class MainActivity : Activity() {
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isFocusableInTouchMode = false
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}
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private fun disabledActionButton(title: String): TextView =
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TextView(this).apply {
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text = title
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textSize = 13f
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typeface = Typeface.DEFAULT_BOLD
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gravity = Gravity.CENTER
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setTextColor(palette.muted)
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background = boxDrawable(withAlpha(palette.muted, if (palette.isDark) 14 else 8), palette.line, 7)
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isEnabled = false
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isClickable = false
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isFocusable = false
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isFocusableInTouchMode = false
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layoutParams = LinearLayout.LayoutParams(ViewGroup.LayoutParams.MATCH_PARENT, dp(48))
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}
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private fun navItem(title: String, selected: Boolean, action: () -> Unit): TextView =
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TextView(this).apply {
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text = title
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@@ -957,9 +1008,15 @@ class MainActivity : Activity() {
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executor.execute {
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try {
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val message = TradeBotApi(prefs.apiBaseUrl, prefs.commandToken).requestRetrain()
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mainHandler.post { toast(message.take(180)) }
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mainHandler.post {
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toast(message.take(180))
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refreshData(silent = false)
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}
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} catch (error: Exception) {
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mainHandler.post { toast(error.message ?: "retrain не запущен") }
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mainHandler.post {
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toast(error.message ?: "retrain не запущен")
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refreshData(silent = false)
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}
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}
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}
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}
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@@ -984,6 +1041,30 @@ class MainActivity : Activity() {
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return if (index >= 0) index else FIXED_SYMBOLS.size + 1
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}
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private fun trainingStatusSignature(retrain: JSONObject): String =
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(retrain.optJSONObject("coordination") ?: JSONObject()).toString()
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private fun trainingJobLabel(status: String, phase: String): String =
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when {
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status == "pending" -> "ждет Windows-agent"
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phase == "claimed" -> "задание получено"
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phase == "training" -> "идет обучение"
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phase == "guard" -> "проверка качества"
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phase == "uploading" -> "загрузка результата"
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status == "completed" -> "завершено успешно"
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status == "failed" -> "ошибка обучения"
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status == "running" -> "идет работа"
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else -> "готов к запуску"
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}
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private fun trainingJobColor(status: String, phase: String): Int =
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when {
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status == "completed" -> palette.green
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status == "failed" -> palette.red
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status == "pending" || status == "running" || phase.isNotBlank() -> palette.amber
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else -> palette.text
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}
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private fun normalizedAction(raw: String?): String {
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val value = raw.orEmpty().uppercase(Locale.US)
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return when {
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@@ -144,6 +144,13 @@ def create_app(settings: Settings | None = None) -> FastAPI:
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except ValueError as exc:
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raise HTTPException(status_code=400, detail=str(exc)) from exc
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@app.post("/api/training/jobs/{job_id}/progress")
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async def training_progress(job_id: str, payload: dict[str, Any] | None = None) -> dict[str, Any]:
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try:
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return training.progress(job_id, payload)
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except ValueError as exc:
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raise HTTPException(status_code=404, detail=str(exc)) from exc
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@app.post("/api/training/jobs/{job_id}/complete")
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async def training_complete(job_id: str, payload: dict[str, Any] | None = None) -> dict[str, Any]:
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try:
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@@ -139,6 +139,25 @@ class TrainingCoordinator:
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self._save_state(state)
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return {"complete": True, "name": name, "sha256": sha256}
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def progress(self, job_id: str, payload: dict[str, Any] | None = None) -> dict[str, Any]:
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payload = payload or {}
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with self._lock:
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state = self._load_state()
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job = self._job_by_id(state, job_id)
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if job is None:
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raise ValueError(f"training job not found: {job_id}")
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if isinstance(payload.get("worker"), dict):
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state["worker"] = self._worker_from_payload(payload["worker"])
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job["status"] = str(payload.get("status") or job.get("status") or "running")
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job["phase"] = str(payload.get("phase") or job.get("phase") or "running")
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job["message"] = str(payload.get("message") or job.get("message") or "")
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job["progress_percent"] = _coerce_percent(payload.get("progress_percent"), job.get("progress_percent", 0))
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job["updated_at"] = _now()
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if isinstance(payload.get("details"), dict):
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job["details"] = payload["details"]
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self._save_state(state)
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return {"ok": True, "job": job, "status": self._public_status(state)}
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def complete(self, job_id: str, payload: dict[str, Any] | None = None) -> dict[str, Any]:
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payload = payload or {}
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with self._lock:
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@@ -148,6 +167,8 @@ class TrainingCoordinator:
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raise ValueError(f"training job not found: {job_id}")
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success = bool(payload.get("success", payload.get("status") == "completed"))
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job["status"] = "completed" if success else "failed"
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job["phase"] = "completed" if success else "failed"
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job["progress_percent"] = 100 if success else _coerce_percent(payload.get("progress_percent"), job.get("progress_percent", 0))
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job["completed_at"] = _now()
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job["message"] = str(payload.get("message") or "")
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if isinstance(payload.get("summary"), dict):
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@@ -257,6 +278,17 @@ def _parse_time(value: str) -> datetime | None:
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return None
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def _coerce_percent(value: Any, default: Any = 0) -> int:
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try:
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number = int(float(value))
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except (TypeError, ValueError):
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try:
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number = int(float(default))
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except (TypeError, ValueError):
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number = 0
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return max(0, min(number, 100))
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def _remove_tree(path: Path) -> None:
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if not path.exists():
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return
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@@ -20,6 +20,15 @@ def test_training_coordinator_claims_and_completes_job(tmp_path) -> None:
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assert claimed["job"]["id"] == job_id
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assert coordinator.status()["active_job"]["status"] == "running"
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progress = coordinator.progress(
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job_id,
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{"status": "running", "phase": "training", "progress_percent": 42, "message": "epoch 1"},
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)
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assert progress["job"]["phase"] == "training"
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assert progress["job"]["progress_percent"] == 42
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assert coordinator.status()["active_job"]["message"] == "epoch 1"
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completed = coordinator.complete(job_id, {"success": True, "message": "ok"})
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assert completed["job"]["status"] == "completed"
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@@ -54,12 +54,14 @@ def poll_once(args: argparse.Namespace, repo_root: Path, runtime_dir: Path, log_
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if not job_id:
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return
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log(log_path, f"Claimed retrain job {job_id}")
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report_progress(args, job_id, "running", "claimed", 2, "Задание получено Windows-agent")
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success = False
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message = ""
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summary: dict[str, Any] = {}
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try:
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run_retrain(job, repo_root, log_path)
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run_retrain(args, job_id, job, repo_root, log_path)
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summary = read_json(runtime_dir / "torch_retrain_guard.json")
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report_progress(args, job_id, "running", "uploading", 72, "Обучение завершено, загружаю артефакты")
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for name in ARTIFACT_NAMES:
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path = runtime_dir / name
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if path.is_file():
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@@ -75,7 +77,7 @@ def poll_once(args: argparse.Namespace, repo_root: Path, runtime_dir: Path, log_
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api_json(args, f"/api/training/jobs/{job_id}/complete", payload)
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def run_retrain(job: dict[str, Any], repo_root: Path, log_path: Path) -> None:
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def run_retrain(args: argparse.Namespace, job_id: str, job: dict[str, Any], repo_root: Path, log_path: Path) -> None:
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script = repo_root / "tools" / "run_torch_retrain.ps1"
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if not script.is_file():
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raise RuntimeError(f"retrain script not found: {script}")
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@@ -103,6 +105,8 @@ def run_retrain(job: dict[str, Any], repo_root: Path, log_path: Path) -> None:
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if value not in (None, ""):
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cmd.extend([ps_arg, str(value)])
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log(log_path, "Running retrain: " + " ".join(quote_for_log(part) for part in cmd))
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report_progress(args, job_id, "running", "training", 8, "PyTorch retrain запущен")
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line_count = 0
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with subprocess.Popen(
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cmd,
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cwd=str(repo_root),
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@@ -114,10 +118,16 @@ def run_retrain(job: dict[str, Any], repo_root: Path, log_path: Path) -> None:
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) as process:
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assert process.stdout is not None
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for line in process.stdout:
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log(log_path, line.rstrip())
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message = line.rstrip()
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log(log_path, message)
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line_count += 1
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if line_count == 1 or line_count % 12 == 0:
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progress = min(70, 8 + line_count // 3)
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report_progress(args, job_id, "running", "training", progress, message[-220:])
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code = process.wait()
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if code != 0:
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raise RuntimeError(f"retrain failed with exit code {code}")
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report_progress(args, job_id, "running", "guard", 70, "Guard завершён, подготавливаю артефакты")
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def upload_artifact(args: argparse.Namespace, job_id: str, path: Path, log_path: Path) -> None:
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@@ -137,6 +147,30 @@ def upload_artifact(args: argparse.Namespace, job_id: str, path: Path, log_path:
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"data_base64": base64.b64encode(data).decode("ascii"),
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}
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api_json(args, f"/api/training/jobs/{job_id}/artifacts/chunk", payload, timeout=120)
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if index == 0 or index == total - 1 or index % 10 == 0:
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progress = 72 + int(((index + 1) / total) * 23)
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report_progress(args, job_id, "running", "uploading", progress, f"Загружаю {path.name}: {index + 1}/{total}")
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def report_progress(
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args: argparse.Namespace,
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job_id: str,
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status: str,
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phase: str,
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progress_percent: int,
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message: str,
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) -> None:
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api_json(
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args,
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f"/api/training/jobs/{job_id}/progress",
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{
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"status": status,
|
||||
"phase": phase,
|
||||
"progress_percent": progress_percent,
|
||||
"message": message,
|
||||
"worker": worker_payload(args, Path(args.repo_root).resolve()),
|
||||
},
|
||||
)
|
||||
|
||||
|
||||
def api_json(args: argparse.Namespace, path: str, payload: dict[str, Any], timeout: int = 30) -> dict[str, Any]:
|
||||
|
||||
Reference in New Issue
Block a user