745a64b342
- VegaModel CNN-FCNN 34.5M params, 82 isotopes, val acc 99.89% - Generation 50k spectres synthetiques 1D (12-24h durees) - Entrainement 100 epochs sur RTX 5060 Ti (CUDA 12.8, Blackwell) - Detection continue avec soustraction du background - Capture background 24h avec gestion deconnexion - Docker Compose : conteneur train (GPU) + detect (CPU/USB) - Modele entraite inclus (vega_best.pt, 395 Mo) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
89 lines
2.7 KiB
PowerShell
89 lines
2.7 KiB
PowerShell
param(
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[Parameter(Mandatory=$false)]
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[string]$BaseUrl = "http://99.122.58.29:443",
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[Parameter(Mandatory=$false)]
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[int]$Limit = 200,
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[Parameter(Mandatory=$false)]
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[string]$OutDir = "analyzer/out"
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)
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$ErrorActionPreference = "Stop"
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function Ensure-Directory([string]$Path) {
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if (-not (Test-Path -LiteralPath $Path)) {
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New-Item -ItemType Directory -Force -Path $Path | Out-Null
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}
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}
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function Save-Json([object]$Obj, [string]$Path) {
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# Windows PowerShell 5.1 enforces a max ConvertTo-Json depth of 100.
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# Use the maximum allowed, and fall back to a shallower depth if needed.
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try {
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($Obj | ConvertTo-Json -Depth 100) | Set-Content -Encoding UTF8 -Path $Path
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} catch {
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($Obj | ConvertTo-Json -Depth 50) | Set-Content -Encoding UTF8 -Path $Path
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}
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}
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Write-Host "BaseUrl: $BaseUrl"
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Write-Host "Limit: $Limit"
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Ensure-Directory $OutDir
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$logsUrl = "$BaseUrl/logs?limit=$Limit"
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Write-Host "Fetching: $logsUrl"
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$list = Invoke-RestMethod -Method GET -Uri $logsUrl
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if (-not $list -or -not $list.logs) {
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throw "Unexpected response: missing .logs from $logsUrl"
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}
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# Candidate definition: last POST to one of the inference endpoints.
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$candidates = @($list.logs | Where-Object {
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$_.method -eq 'POST' -and (
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$_.path -like '/identify*' -or
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$_.path -like '/isotope/*identify*' -or
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$_.path -like '/api/isotope/*identify*'
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)
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})
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if ($candidates.Count -eq 0) {
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throw "No isotope inference logs found in last $Limit."
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}
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# Pick the most recent. Prefer a timestamp field if present, otherwise assume list already ordered.
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$candidate = $candidates | Sort-Object -Property @('timestamp','time','createdAt','created_at') -Descending | Select-Object -First 1
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if (-not $candidate.id) {
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throw "Candidate log entry has no .id. Keys: $($candidate.PSObject.Properties.Name -join ', ')"
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}
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$id = $candidate.id
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Write-Host "Selected log id: $id"
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$detailUrl = "$BaseUrl/logs/$id"
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Write-Host "Fetching: $detailUrl"
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$detail = Invoke-RestMethod -Method GET -Uri $detailUrl
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# Save raw artifacts for offline review.
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$stamp = Get-Date -Format "yyyyMMdd_HHmmss"
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$summaryPath = Join-Path $OutDir "last_inference_summary_$stamp.json"
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$detailPath = Join-Path $OutDir "last_inference_detail_$stamp.json"
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Save-Json $candidate $summaryPath
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Save-Json $detail $detailPath
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Write-Host "Saved: $summaryPath"
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Write-Host "Saved: $detailPath"
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# Convenience: if the server includes request/response sub-objects, save them too.
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if ($detail.request) {
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Save-Json $detail.request (Join-Path $OutDir "last_inference_request_$stamp.json")
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}
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if ($detail.response) {
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Save-Json $detail.response (Join-Path $OutDir "last_inference_response_$stamp.json")
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}
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# Print a short on-screen hint.
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Write-Host "Done. Open the JSON files under $OutDir to inspect the last inference input/output." |