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File size: 5,267 Bytes
6ee1a1d | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 | # Тест HuggingFace Space
# Запустите после успешного деплоя
$baseUrl = "https://calcifer0323-matching.hf.space"
Write-Host "🧪 Тестирование HuggingFace Space: $baseUrl" -ForegroundColor Cyan
Write-Host ""
# Test 1: Health Check
Write-Host "1️⃣ Health Check..." -ForegroundColor Yellow
try {
$health = Invoke-RestMethod -Uri "$baseUrl/health" -Method Get
Write-Host " ✅ Status: $($health.status)" -ForegroundColor Green
Write-Host " ✅ Model: $($health.model)" -ForegroundColor Green
Write-Host " ✅ Dimensions: $($health.embedding_dimensions)" -ForegroundColor Green
} catch {
Write-Host " ❌ Error: $($_.Exception.Message)" -ForegroundColor Red
Write-Host " 💡 Space может еще собираться. Подождите 2-3 минуты." -ForegroundColor Yellow
exit
}
Write-Host ""
# Test 2: Single Embedding
Write-Host "2️⃣ Генерация одного эмбеддинга..." -ForegroundColor Yellow
try {
$body = @{
text = "Современная трёхкомнатная квартира в центре Москвы"
} | ConvertTo-Json
$embedding = Invoke-RestMethod -Uri "$baseUrl/embed" -Method Post -Body $body -ContentType "application/json"
Write-Host " ✅ Embedding dimensions: $($embedding.dimensions)" -ForegroundColor Green
Write-Host " ✅ Vector length: $($embedding.embedding.Count)" -ForegroundColor Green
Write-Host " ✅ First 5 values: $($embedding.embedding[0..4] -join ', ')" -ForegroundColor Green
} catch {
Write-Host " ❌ Error: $($_.Exception.Message)" -ForegroundColor Red
}
Write-Host ""
# Test 3: Batch Embeddings
Write-Host "3️⃣ Пакетная генерация эмбеддингов..." -ForegroundColor Yellow
try {
$body = @{
texts = @(
"Студия 30 кв.м, ремонт, метро рядом",
"2-комнатная квартира, 65 кв.м, Арбат",
"Пентхаус с панорамным видом"
)
} | ConvertTo-Json
$batch = Invoke-RestMethod -Uri "$baseUrl/embed-batch" -Method Post -Body $body -ContentType "application/json"
Write-Host " ✅ Embeddings count: $($batch.embeddings.Count)" -ForegroundColor Green
Write-Host " ✅ Dimensions: $($batch.dimensions)" -ForegroundColor Green
} catch {
Write-Host " ❌ Error: $($_.Exception.Message)" -ForegroundColor Red
}
Write-Host ""
# Test 4: Register Property
Write-Host "4️⃣ Регистрация объекта недвижимости..." -ForegroundColor Yellow
try {
$body = @{
entity_type = "properties"
entity_id = "test-prop-001"
text = "Просторная 3-комнатная квартира 85 кв.м, современный ремонт, район Арбат"
metadata = @{
price = 25000000
rooms = 3
area = 85
location = "Арбат"
}
} | ConvertTo-Json -Depth 3
$register = Invoke-RestMethod -Uri "$baseUrl/register" -Method Post -Body $body -ContentType "application/json"
Write-Host " ✅ Registered: $($register.entity_id)" -ForegroundColor Green
Write-Host " ✅ Type: $($register.entity_type)" -ForegroundColor Green
} catch {
Write-Host " ❌ Error: $($_.Exception.Message)" -ForegroundColor Red
}
Write-Host ""
# Test 5: Search Similar
Write-Host "5️⃣ Поиск похожих объектов..." -ForegroundColor Yellow
try {
$body = @{
entity_type = "properties"
query_text = "Хочу купить просторную квартиру в центре Москвы"
top_k = 5
min_similarity = 0.0
} | ConvertTo-Json
$matches = Invoke-RestMethod -Uri "$baseUrl/match-text" -Method Post -Body $body -ContentType "application/json"
Write-Host " ✅ Matches found: $($matches.matches.Count)" -ForegroundColor Green
if ($matches.matches.Count -gt 0) {
Write-Host " ✅ Top match ID: $($matches.matches[0].entity_id)" -ForegroundColor Green
Write-Host " ✅ Similarity: $([math]::Round($matches.matches[0].similarity, 4))" -ForegroundColor Green
}
} catch {
Write-Host " ❌ Error: $($_.Exception.Message)" -ForegroundColor Red
}
Write-Host ""
# Test 6: Stats
Write-Host "6️⃣ Статистика хранилища..." -ForegroundColor Yellow
try {
$stats = Invoke-RestMethod -Uri "$baseUrl/store/stats" -Method Get
Write-Host " ✅ Total entities: $($stats.total_entities)" -ForegroundColor Green
Write-Host " ✅ Properties: $($stats.by_type.properties)" -ForegroundColor Green
Write-Host " ✅ Model: $($stats.model)" -ForegroundColor Green
} catch {
Write-Host " ❌ Error: $($_.Exception.Message)" -ForegroundColor Red
}
Write-Host ""
Write-Host "=" * 60 -ForegroundColor Cyan
Write-Host "🎉 Все тесты завершены!" -ForegroundColor Green
Write-Host ""
Write-Host "📚 Swagger UI: $baseUrl/docs" -ForegroundColor Cyan
Write-Host "📖 ReDoc: $baseUrl/redoc" -ForegroundColor Cyan
Write-Host "🏠 Space: https://huggingface.co/spaces/Calcifer0323/matching" -ForegroundColor Cyan
Write-Host ""
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