Package

com.microsoft.ml.spark

cognitive

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package cognitive

Visibility
  1. Public
  2. All

Type Members

  1. case class ADEntireResponse(isAnomaly: Seq[Boolean], isPositiveAnomaly: Seq[Boolean], isNegativeAnomaly: Seq[Boolean], period: Int, expectedValues: Seq[Double], upperMargins: Seq[Double], lowerMargins: Seq[Double]) extends Product with Serializable

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  2. case class ADLastResponse(isAnomaly: Boolean, isPositiveAnomaly: Boolean, isNegativeAnomaly: Boolean, period: Int, expectedValue: Double, upperMargin: Double, lowerMargin: Double, suggestedWindow: Int) extends Product with Serializable

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  3. case class ADRequest(series: Seq[TimeSeriesPoint], granularity: String, maxAnomalyRatio: Option[Double], sensitivity: Option[Int], customInterval: Option[Int], period: Option[Int]) extends Product with Serializable

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  4. case class ADSingleResponse(isAnomaly: Boolean, isPositiveAnomaly: Boolean, isNegativeAnomaly: Boolean, period: Int, expectedValue: Double, upperMargin: Double, lowerMargin: Double) extends Product with Serializable

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  5. case class AIAdult(isAdultContent: Boolean, isRacyContent: Boolean, adultScore: Double, racyScore: Double) extends Product with Serializable

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  6. case class AIBrand(name: String, rectangle: Rectangle2) extends Product with Serializable

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  7. case class AICaption(text: String, confidence: Double) extends Product with Serializable

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  8. case class AICategory(name: String, score: Double, detail: Option[AIDetail]) extends Product with Serializable

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  9. case class AIColor(dominantColorForeground: String, dominantColorBackground: String, dominantColors: Seq[String], accentColor: String, isBwImg: Option[Boolean]) extends Product with Serializable

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  10. case class AIDescription(tags: Seq[String], captions: Seq[AICaption]) extends Product with Serializable

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  11. case class AIDetail(celebrities: Option[Seq[DSIRCelebrity]], landmarks: Option[Seq[DSIRLandmark]]) extends Product with Serializable

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  12. case class AIFace(age: Int, gender: String, faceRectangle: Rectangle) extends Product with Serializable

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  13. case class AIImageType(clipArtType: Int, lineDrawingType: Int) extends Product with Serializable

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  14. case class AIMetadata(width: Int, height: Int, format: String) extends Product with Serializable

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  15. case class AIObject(rectangle: Rectangle2, object: String, confidence: Double) extends Product with Serializable

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  16. case class AIResponse(categories: Option[Seq[AICategory]], adult: Option[AIAdult], tags: Option[Seq[AITag]], description: Option[AIDescription], requestId: String, metadata: AIMetadata, faces: Option[Seq[AIFace]], color: Option[AIColor], imageType: Option[AIImageType], brands: Option[Seq[AIBrand]], objects: Option[Seq[AIObject]]) extends Product with Serializable

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  17. case class AITag(name: String, confidence: Double) extends Product with Serializable

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  18. case class ASResponse(key: String, status: Boolean, errorMessage: Option[String], statusCode: Int) extends Product with Serializable

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  19. case class ASResponses(value: Seq[ASResponse]) extends Product with Serializable

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  20. class AddDocuments extends CognitiveServicesBase with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasActionCol with HasServiceName with HasIndexName with HasBatchSize

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  21. class AnalyzeImage extends CognitiveServicesBase with HasImageInput with HasInternalJsonOutputParser with HasCognitiveServiceInput with HasSetLocation

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  22. abstract class AnomalyDetectorBase extends CognitiveServicesBase with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation

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  23. case class BingImage(accentColor: String, contentSize: String, contentUrl: String, datePublished: String, encodingFormat: String, height: Int, hostPageDisplayUrl: String, hostPageUrl: String, id: String, imageId: String, imageInsightsToken: String, insightsMetadata: String, name: String, thumbnail: BingMediaSize, thumbnailUrl: String, webSearchUrl: String, width: Int) extends Product with Serializable

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  24. class BingImageSearch extends CognitiveServicesBase with HasCognitiveServiceInput with HasInternalJsonOutputParser

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    Annotations
    @InternalWrapper()
  25. case class BingImagesResponse(_type: String, instrumentation: BingInstrumentation, webSearchUrl: String, totalEstimatedMatches: Int, nextOffset: Int, value: Seq[BingImage], pivotSuggestions: Seq[BingPivot], queryExpansions: Seq[BingQuery], relatedSearches: Seq[BingQuery]) extends Product with Serializable

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  26. case class BingInstrumentation(_type: String) extends Product with Serializable

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  27. case class BingMediaSize(height: Int, width: Int) extends Product with Serializable

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  28. case class BingPivot(pivot: String, suggestions: Seq[BingQuery]) extends Product with Serializable

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  29. case class BingQuery(displayText: String, searchLink: String, text: String, thumbnail: BingThumbnail, webSearchUrl: String) extends Product with Serializable

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  30. case class BingThumbnail(thumbnailUrl: String) extends Product with Serializable

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  31. abstract class CognitiveServicesBase extends CognitiveServicesBaseWithoutHandler with HasHandler

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  32. abstract class CognitiveServicesBaseWithoutHandler extends Transformer with HTTPParams with HasOutputCol with HasURL with ComplexParamsWritable with HasSubscriptionKey with HasErrorCol

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  33. case class DSIRCelebrity(name: String, faceRectangle: Rectangle, confidence: Double) extends Product with Serializable

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  34. case class DSIRLandmark(name: String, confidence: Double) extends Product with Serializable

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  35. case class DSIRMetadata(width: Int, height: Int, format: String) extends Product with Serializable

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  36. case class DSIRResponse(requestId: String, metadata: DSIRMetadata, result: DSIRResult) extends Product with Serializable

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  37. case class DSIRResult(celebrities: Option[Seq[DSIRCelebrity]], landmarks: Option[Seq[DSIRLandmark]]) extends Product with Serializable

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  38. class DescribeImage extends CognitiveServicesBase with HasCognitiveServiceInput with HasImageInput with HasInternalJsonOutputParser with HasSetLocation

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  39. case class DescribeImageResponse(description: ImageDescription, requestID: String, metadata: ImageMetadata) extends Product with Serializable

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  40. case class DetailedSpeechResponse(Confidence: Double, Lexical: String, ITN: String, MaskedITN: String, Display: String) extends Product with Serializable

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  41. class DetectAnomalies extends AnomalyDetectorBase

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  42. case class DetectEntitiesScoreV2(id: String, entities: Seq[EntityV2]) extends Product with Serializable

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  43. case class DetectEntitiesScoreV3(id: String, entities: Seq[EntityV3], warnings: Seq[TAWarning], statistics: Option[DocumentStatistics]) extends Product with Serializable

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  44. class DetectFace extends CognitiveServicesBase with HasImageUrl with HasServiceParams with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation

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  45. case class DetectLanguageScoreV2(id: String, detectedLanguages: Seq[DetectedLanguageV2]) extends Product with Serializable

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  46. class DetectLastAnomaly extends AnomalyDetectorBase

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  47. case class DetectedLanguageV2(name: String, iso6391Name: String, score: Double) extends Product with Serializable

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  48. case class DetectedLanguageV3(name: String, iso6391Name: String, confidenceScore: Double) extends Product with Serializable

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  49. case class DocumentLanguageV3(id: String, detectedLanguage: Option[DetectedLanguageV3], warnings: Seq[TAWarning], statistics: Option[DocumentStatistics]) extends Product with Serializable

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  50. case class DocumentStatistics(charactersCount: Int, transactionsCount: Int) extends Product with Serializable

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  51. class EntityDetector extends TextAnalyticsBase

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  52. class EntityDetectorV2 extends TextAnalyticsBase

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  53. case class EntityV2(name: String, matches: Seq[Match], wikipediaLanguage: String, wikipediaId: String, wikipediaUrl: String, bingId: String) extends Product with Serializable

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  54. case class EntityV3(name: String, matches: Seq[MatchV3], language: String, id: Option[String], url: String, dataSource: String) extends Product with Serializable

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  55. class FindSimilarFace extends CognitiveServicesBase with HasServiceParams with HasMaxNumOfCandidatesReturned with HasFaceIds with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation

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  56. class GenerateThumbnails extends CognitiveServicesBase with HasImageInput with HasWidth with HasHeight with HasSmartCropping with HasInternalJsonOutputParser with HasCognitiveServiceInput with HasSetLocation

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  57. class GroupFaces extends CognitiveServicesBase with HasServiceParams with HasFaceIds with HasSetLocation with HasCognitiveServiceInput with HasInternalJsonOutputParser

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  58. trait HasActionCol extends HasServiceParams

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  59. trait HasCognitiveServiceInput extends HasURL with HasSubscriptionKey

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  60. trait HasDetectOrientation extends HasServiceParams

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  61. trait HasFaceIds extends HasServiceParams

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  62. trait HasHeight extends HasServiceParams

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  63. trait HasImageBytes extends HasServiceParams

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  64. trait HasImageInput extends HasImageUrl with HasImageBytes with HasCognitiveServiceInput

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  65. trait HasImageUrl extends HasServiceParams

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  66. trait HasIndexName extends HasServiceParams

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  67. trait HasInternalJsonOutputParser extends AnyRef

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  68. trait HasLanguage extends HasServiceParams

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  69. trait HasMaxNumOfCandidatesReturned extends HasServiceParams

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  70. trait HasServiceName extends HasServiceParams

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  71. trait HasServiceParams extends Params

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  72. trait HasSetLocation extends Wrappable

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  73. trait HasSmartCropping extends HasServiceParams

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  74. trait HasSubscriptionKey extends HasServiceParams

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  75. trait HasWidth extends HasServiceParams

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  76. class IdentifyFaces extends CognitiveServicesBase with HasServiceParams with HasMaxNumOfCandidatesReturned with HasFaceIds with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation

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  77. case class ImageCaptions(text: String, confidence: Double) extends Product with Serializable

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  78. case class ImageDescription(tags: Seq[String], captions: Seq[ImageCaptions]) extends Product with Serializable

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  79. case class ImageMetadata(width: Int, height: Int, format: String) extends Product with Serializable

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  80. case class ImageTag(name: String, confidence: Double, hint: Option[String]) extends Product with Serializable

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  81. case class IndexField(name: String, type: String, searchable: Option[Boolean], filterable: Option[Boolean], sortable: Option[Boolean], facetable: Option[Boolean], retrievable: Option[Boolean], key: Option[Boolean], analyzer: Option[String], searchAnalyzer: Option[String], indexAnalyzer: Option[String], synonymMap: Option[String], fields: Option[Seq[IndexField]]) extends Product with Serializable

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  82. case class IndexInfo(name: Option[String], fields: Seq[IndexField], suggesters: Option[Seq[String]], scoringProfiles: Option[Seq[String]], analyzers: Option[Seq[String]], charFilters: Option[Seq[String]], tokenizers: Option[Seq[String]], tokenFilters: Option[Seq[String]], defaultScoringProfile: Option[Seq[String]], corsOptions: Option[Seq[String]]) extends Product with Serializable

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  83. case class IndexList(@odata.context: String, value: Seq[IndexName]) extends Product with Serializable

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  84. trait IndexLister extends AnyRef

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  85. case class IndexName(name: String) extends Product with Serializable

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  86. trait IndexParser extends AnyRef

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  87. case class IndexStats(documentCount: Int, storageSize: Int) extends Product with Serializable

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  88. class KeyPhraseExtractor extends TextAnalyticsBase

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  89. class KeyPhraseExtractorV2 extends TextAnalyticsBase

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  90. case class KeyPhraseScoreV2(id: String, keyPhrases: Seq[String]) extends Product with Serializable

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  91. case class KeyPhraseScoreV3(id: String, keyPhrases: Seq[String], warnings: Seq[TAWarning], statistics: Option[DocumentStatistics]) extends Product with Serializable

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  92. class LanguageDetector extends TextAnalyticsBase

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  93. class LanguageDetectorV2 extends TextAnalyticsBase

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  94. case class LocalNEREntityV2(value: String, startIndex: Int, precision: Double, category: String) extends Product with Serializable

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  95. case class LocalNERScoreV2(id: String, entities: Seq[LocalNEREntityV2]) extends Product with Serializable

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  96. case class Match(text: String, offset: Int, length: Int) extends Product with Serializable

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  97. case class MatchV3(confidenceScore: Double, text: String, offset: Int, length: Int) extends Product with Serializable

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  98. class NER extends TextAnalyticsBase

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  99. case class NERDocV2(id: String, entities: Seq[NEREntityV2]) extends Product with Serializable

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  100. case class NERDocV3(id: String, entities: Seq[NEREntityV3], warnings: Seq[TAWarning], statistics: Option[DocumentStatistics]) extends Product with Serializable

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  101. case class NEREntityV2(name: String, matches: Seq[NERMatchV2], type: Option[String], subtype: Option[String], wikipediaLanguage: Option[String], wikipediaId: Option[String], wikipediaUrl: Option[String], bingId: Option[String]) extends Product with Serializable

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  102. case class NEREntityV3(text: String, category: String, subcategory: Option[String] = None, offset: Integer, length: Integer, confidenceScore: Double) extends Product with Serializable

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  103. case class NERMatchV2(text: String, offset: Int, length: Int) extends Product with Serializable

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  104. class NERV2 extends TextAnalyticsBase

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  105. class OCR extends CognitiveServicesBase with HasLanguage with HasImageInput with HasDetectOrientation with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation

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  106. case class OCRLine(boundingBox: String, words: Seq[OCRWord]) extends Product with Serializable

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  107. case class OCRRegion(boundingBox: String, lines: Seq[OCRLine]) extends Product with Serializable

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  108. case class OCRResponse(language: String, textAngle: Option[Double], orientation: String, regions: Seq[OCRRegion]) extends Product with Serializable

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  109. case class OCRWord(boundingBox: String, text: String) extends Product with Serializable

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  110. case class RTLine(boundingBox: Array[Int], text: String, words: Array[RTWord]) extends Product with Serializable

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  111. case class RTResponse(status: String, recognitionResult: RTResult) extends Product with Serializable

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  112. case class RTResult(lines: Array[RTLine]) extends Product with Serializable

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  113. case class RTWord(boundingBox: Array[Int], text: String) extends Product with Serializable

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  114. class RecognizeDomainSpecificContent extends CognitiveServicesBase with HasImageInput with HasServiceParams with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation

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  115. class RecognizeText extends CognitiveServicesBaseWithoutHandler with HasImageInput with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation

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  116. case class Rectangle(left: Int, top: Int, width: Int, height: Int) extends Product with Serializable

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  117. case class Rectangle2(x: Int, y: Int, w: Int, h: Int) extends Product with Serializable

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  118. case class Sentence(text: Option[String], sentiment: String, confidenceScores: SentimentScoreV3, offset: Int, length: Int) extends Product with Serializable

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  119. case class SentimentScoreV2(id: String, score: Float) extends Product with Serializable

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  120. case class SentimentScoreV3(positive: Double, neutral: Double, negative: Double) extends Product with Serializable

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  121. case class SentimentScoredDocumentV3(id: String, sentiment: String, statistics: Option[DocumentStatistics], documentScores: SentimentScoreV3, sentences: Seq[Sentence], warnings: Seq[TAWarning]) extends Product with Serializable

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  122. class SimpleDetectAnomalies extends AnomalyDetectorBase with HasOutputCol

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  123. case class SpeechResponse(RecognitionStatus: String, Offset: Int, Duration: Int, Id: Option[String], DisplayText: Option[String], NBest: Option[Seq[DetailedSpeechResponse]]) extends Product with Serializable

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  124. class SpeechToText extends CognitiveServicesBase with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation

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  125. class SpeechToTextSDK extends Transformer with HasSetLocation with HasServiceParams with HasOutputCol with HasURL with HasSubscriptionKey with ComplexParamsWritable

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  126. case class TADocument(language: Option[String], id: String, text: String) extends Product with Serializable

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  127. case class TAError(id: String, message: String) extends Product with Serializable

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  128. case class TARequest(documents: Seq[TADocument]) extends Product with Serializable

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  129. case class TAResponse[T](statistics: Option[TAResponseStatistics], documents: Seq[T], errors: Option[Seq[TAError]], modelVersion: Option[String]) extends Product with Serializable

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  130. case class TAResponseStatistics(documentsCount: Int, validDocumentsCount: Int, erroneousDocumentsCount: Int, transactionsCount: Int) extends Product with Serializable

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  131. case class TAWarning(code: String, message: String, targetRef: Option[String] = None) extends Product with Serializable

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  132. class TagImage extends CognitiveServicesBase with HasImageInput with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation

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  133. case class TagImagesResponse(tags: Seq[ImageTag], requestId: String, metaData: ImageMetadata) extends Product with Serializable

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  134. abstract class TextAnalyticsBase extends CognitiveServicesBase with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation

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  135. class TextSentiment extends TextAnalyticsBase

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  136. class TextSentimentV2 extends TextAnalyticsBase

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  137. case class TimeSeriesPoint(timestamp: String, value: Double) extends Product with Serializable

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  138. class VerifyFaces extends CognitiveServicesBase with HasServiceParams with HasCognitiveServiceInput with HasInternalJsonOutputParser with HasSetLocation

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Value Members

  1. object ADEntireResponse extends SparkBindings[ADEntireResponse]

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  2. object ADLastResponse extends SparkBindings[ADLastResponse]

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  3. object ADRequest extends SparkBindings[ADRequest]

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  4. object ADSingleResponse extends SparkBindings[ADSingleResponse]

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  5. object AIResponse extends SparkBindings[AIResponse]

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  6. object ASResponses extends SparkBindings[ASResponses]

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  7. object AddDocuments extends ComplexParamsReadable[AddDocuments] with Serializable

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  8. object AnalyzeImage extends ComplexParamsReadable[AnalyzeImage] with Serializable

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  9. object AnomalyDetectorProtocol

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  10. object AzureSearchAPIConstants

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  11. object AzureSearchProtocol

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  12. object AzureSearchWriter extends IndexParser with Logging

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  13. object BingImage extends SparkBindings[BingImage]

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  14. object BingImageSearch extends ComplexParamsReadable[BingImageSearch] with Serializable

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  15. object BingImagesResponse extends SparkBindings[BingImagesResponse]

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  16. object CognitiveServiceUtils

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  17. object DSIRResponse extends SparkBindings[DSIRResponse]

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  18. object DescribeImage extends ComplexParamsReadable[DescribeImage] with Serializable

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  19. object DescribeImageResponse extends SparkBindings[DescribeImageResponse]

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  20. object DetectAnomalies extends ComplexParamsReadable[DetectAnomalies] with Serializable

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  21. object DetectEntitiesResponseV2 extends SparkBindings[TAResponse[DetectEntitiesScoreV2]]

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  22. object DetectEntitiesResponseV3 extends SparkBindings[TAResponse[DetectEntitiesScoreV3]]

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  23. object DetectFace extends ComplexParamsReadable[DetectFace] with Serializable

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  24. object DetectLanguageResponseV2 extends SparkBindings[TAResponse[DetectLanguageScoreV2]]

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  25. object DetectLanguageResponseV3 extends SparkBindings[TAResponse[DocumentLanguageV3]]

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  26. object DetectLastAnomaly extends ComplexParamsReadable[DetectLastAnomaly] with Serializable

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  27. object EntityDetector extends ComplexParamsReadable[EntityDetector] with Serializable

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  28. object EntityDetectorV2 extends ComplexParamsReadable[EntityDetectorV2] with Serializable

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  29. object FindSimilarFace extends ComplexParamsReadable[FindSimilarFace] with Serializable

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  30. object GenerateThumbnails extends ComplexParamsReadable[GenerateThumbnails] with Serializable

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  31. object GroupFaces extends ComplexParamsReadable[GroupFaces] with Serializable

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  32. object IdentifyFaces extends ComplexParamsReadable[IdentifyFaces] with Serializable

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  33. object KeyPhraseExtractor extends ComplexParamsReadable[KeyPhraseExtractor] with Serializable

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  34. object KeyPhraseExtractorV2 extends ComplexParamsReadable[KeyPhraseExtractorV2] with Serializable

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  35. object KeyPhraseResponseV2 extends SparkBindings[TAResponse[KeyPhraseScoreV2]]

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  36. object KeyPhraseResponseV3 extends SparkBindings[TAResponse[KeyPhraseScoreV3]]

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  37. object LanguageDetector extends ComplexParamsReadable[LanguageDetector] with Serializable

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  38. object LanguageDetectorV2 extends ComplexParamsReadable[LanguageDetectorV2] with Serializable

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  39. object LocalNERResponseV2 extends SparkBindings[TAResponse[LocalNERScoreV2]]

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  40. object NER extends ComplexParamsReadable[NER] with Serializable

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  41. object NERResponseV2 extends SparkBindings[TAResponse[NERDocV2]]

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  42. object NERResponseV3 extends SparkBindings[TAResponse[NERDocV3]]

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  43. object NERV2 extends ComplexParamsReadable[NERV2] with Serializable

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  44. object OCR extends ComplexParamsReadable[OCR] with Serializable

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  45. object OCRResponse extends SparkBindings[OCRResponse]

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  46. object OsUtils

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  47. object RESTHelpers

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  48. object RTResponse extends SparkBindings[RTResponse]

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  49. object RecognizeDomainSpecificContent extends ComplexParamsReadable[RecognizeDomainSpecificContent] with Serializable

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  50. object RecognizeText extends ComplexParamsReadable[RecognizeText] with Serializable

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  51. object SearchIndex extends IndexParser with IndexLister

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  52. object SentimentResponseV2 extends SparkBindings[TAResponse[SentimentScoreV2]]

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  53. object SentimentResponseV3 extends SparkBindings[TAResponse[SentimentScoredDocumentV3]]

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  54. object SimpleDetectAnomalies extends ComplexParamsReadable[SimpleDetectAnomalies] with Serializable

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  55. object SpeechFormat extends DefaultJsonProtocol

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  56. object SpeechResponse extends SparkBindings[SpeechResponse]

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  57. object SpeechToText extends ComplexParamsReadable[SpeechToText] with Serializable

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  58. object SpeechToTextSDK extends ComplexParamsReadable[SpeechToTextSDK] with Serializable

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  59. object TADocument extends SparkBindings[TADocument]

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  60. object TAError extends SparkBindings[TAError]

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  61. object TAJSONFormat

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  62. object TARequest extends SparkBindings[TARequest]

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  63. object TagImage extends ComplexParamsReadable[TagImage] with Serializable

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  64. object TagImagesResponse extends SparkBindings[TagImagesResponse]

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  65. object TextSentiment extends ComplexParamsReadable[TextSentiment] with Serializable

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  66. object TextSentimentV2 extends ComplexParamsReadable[TextSentimentV2] with Serializable

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  67. object TimeSeriesPoint extends SparkBindings[TimeSeriesPoint]

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  68. object URLEncodingUtils

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  69. object VerifyFaces extends ComplexParamsReadable[VerifyFaces] with Serializable

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  70. package cognitive

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Ungrouped