Add Torch probe entries and Pi artifact sync

2026-06-24 21:31:05 +03:00
parent 15a50fb575
commit cb8efb7cd7
16 changed files with 307266 additions and 363669 deletions
@@ -0,0 +1,114 @@
+[CmdletBinding()]
+param(
+    [int]$MinReplayTrades = 8,
+    [int]$MaxAttempts = 0,
+    [string]$Symbols = "BTCUSDT,ETHUSDT,SOLUSDT,LTCUSDT",
+    [int]$Limit = 3000,
+    [switch]$DeployToPi,
+    [string]$PiHost = "192.168.0.185",
+    [string]$PiUser = "sevenhill",
+    [string]$PiRoot = "/mnt/data/tradebot",
+    [string]$PiSshKeyPath = "",
+    [int]$SeedStart = 0
+)
+
+$ErrorActionPreference = "Stop"
+
+$RepoRoot = (Resolve-Path (Join-Path $PSScriptRoot "..")).Path
+$RuntimeDir = Join-Path $RepoRoot "runtime"
+$LoopLog = Join-Path $RuntimeDir "torch_retrain_until_replay8.log"
+$GuardReport = Join-Path $RuntimeDir "torch_retrain_guard.json"
+$Runner = Join-Path $RepoRoot "tools\run_torch_retrain.ps1"
+New-Item -ItemType Directory -Force -Path $RuntimeDir | Out-Null
+
+function Write-LoopLog {
+    param([string]$Message)
+    $timestamp = Get-Date -Format "yyyy-MM-dd HH:mm:ssK"
+    "[$timestamp] $Message" | Tee-Object -FilePath $LoopLog -Append
+}
+
+function ConvertTo-IntOrZero {
+    param($Value)
+    try {
+        if ($null -eq $Value) {
+            return 0
+        }
+        return [int]$Value
+    }
+    catch {
+        return 0
+    }
+}
+
+function Read-GuardSummary {
+    if (-not (Test-Path $GuardReport)) {
+        return [pscustomobject]@{
+            Accepted = $false
+            Reason = "guard_report_missing"
+            ReplayTrades = 0
+            WalkForwardTrades = 0
+        }
+    }
+    try {
+        $payload = Get-Content -Raw -LiteralPath $GuardReport | ConvertFrom-Json
+        return [pscustomobject]@{
+            Accepted = [bool]$payload.accepted
+            Reason = [string]$payload.reason
+            ReplayTrades = ConvertTo-IntOrZero $payload.candidate.full_replay.trades
+            WalkForwardTrades = ConvertTo-IntOrZero $payload.candidate.walk_forward_summary.trades
+        }
+    }
+    catch {
+        return [pscustomobject]@{
+            Accepted = $false
+            Reason = "guard_report_unreadable"
+            ReplayTrades = 0
+            WalkForwardTrades = 0
+        }
+    }
+}
+
+$attempt = 0
+while ($true) {
+    $attempt += 1
+    if ($SeedStart -gt 0) {
+        $attemptSeed = $SeedStart + $attempt - 1
+    }
+    else {
+        $attemptSeed = Get-Random -Minimum 1 -Maximum 2147483647
+    }
+    Write-LoopLog "Attempt $attempt started; seed=$attemptSeed; target full_replay.trades >= $MinReplayTrades."
+
+    $runnerArgs = @(
+        "-NoProfile",
+        "-ExecutionPolicy", "Bypass",
+        "-File", $Runner,
+        "-Symbols", $Symbols,
+        "-Limit", $Limit.ToString(),
+        "-Seed", $attemptSeed.ToString()
+    )
+    if ($DeployToPi) {
+        $runnerArgs += "-DeployToPi"
+        if ($PiHost) { $runnerArgs += @("-PiHost", $PiHost) }
+        if ($PiUser) { $runnerArgs += @("-PiUser", $PiUser) }
+        if ($PiRoot) { $runnerArgs += @("-PiRoot", $PiRoot) }
+        if ($PiSshKeyPath) { $runnerArgs += @("-PiSshKeyPath", $PiSshKeyPath) }
+    }
+
+    & powershell.exe @runnerArgs 2>&1 | Tee-Object -FilePath $LoopLog -Append
+    $runnerExit = $LASTEXITCODE
+    $summary = Read-GuardSummary
+    Write-LoopLog "Attempt $attempt finished; runner_exit=$runnerExit accepted=$($summary.Accepted) reason=$($summary.Reason) full_replay.trades=$($summary.ReplayTrades) walk_forward.trades=$($summary.WalkForwardTrades)."
+
+    if ($summary.ReplayTrades -ge $MinReplayTrades) {
+        Write-LoopLog "Stop condition reached: full_replay.trades=$($summary.ReplayTrades) >= $MinReplayTrades."
+        exit 0
+    }
+
+    if ($MaxAttempts -gt 0 -and $attempt -ge $MaxAttempts) {
+        Write-LoopLog "MaxAttempts=$MaxAttempts reached before replay target."
+        exit 2
+    }
+
+    Start-Sleep -Seconds 10
+}