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[IngestionClient] Move transcription analytics from transcription pro…
…cessor to orchestrator (#1956)
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169 changes: 169 additions & 0 deletions
169
...on-client/FetchTranscription/TranscriptionAnalytics/TranscriptionAnalyticsOrchestrator.cs
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,169 @@ | ||
| // <copyright file="TranscriptionAnalyticsOrchestrator.cs" company="Microsoft Corporation"> | ||
| // Copyright (c) Microsoft Corporation. All rights reserved. | ||
| // Licensed under the MIT license. See LICENSE.md file in the project root for full license information. | ||
| // </copyright> | ||
|
|
||
| namespace FetchTranscription.TranscriptionAnalytics | ||
| { | ||
| using System; | ||
| using System.Collections.Generic; | ||
| using System.Linq; | ||
| using System.Threading.Tasks; | ||
|
|
||
| using Connector; | ||
| using Connector.Enums; | ||
| using Connector.Serializable.TranscriptionStartedServiceBusMessage; | ||
|
|
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| using FetchTranscriptionFunction; | ||
| using Microsoft.Extensions.Logging; | ||
|
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| using static Connector.Serializable.TranscriptionStartedServiceBusMessage.TextAnalyticsRequest; | ||
|
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| public sealed class TranscriptionAnalyticsOrchestrator | ||
| { | ||
| private readonly TextAnalyticsProvider textAnalyticsProvider; | ||
| private readonly AnalyzeConversationsProvider analyzeConversationsProvider; | ||
|
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| public TranscriptionAnalyticsOrchestrator( | ||
| string locale, | ||
| ILogger logger) | ||
| { | ||
| var textAnalyticsKey = FetchTranscriptionEnvironmentVariables.TextAnalyticsKey; | ||
| var textAnalyticsEndpoint = FetchTranscriptionEnvironmentVariables.TextAnalyticsEndpoint; | ||
| var textAnalyticsInfoProvided = !string.IsNullOrEmpty(textAnalyticsKey) && !string.IsNullOrEmpty(textAnalyticsEndpoint); | ||
|
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| this.analyzeConversationsProvider = textAnalyticsInfoProvided ? new AnalyzeConversationsProvider(locale, textAnalyticsKey, textAnalyticsEndpoint, logger) : null; | ||
| this.textAnalyticsProvider = textAnalyticsInfoProvided ? new TextAnalyticsProvider(locale, textAnalyticsKey, textAnalyticsEndpoint, logger) : null; | ||
| } | ||
|
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| public async Task<TranscriptionAnalyticsJobStatus> GetTranscriptionAnalyticsJobsStatusAsync(TranscriptionStartedMessage transcriptionStartedMessage) | ||
| { | ||
| _ = transcriptionStartedMessage ?? throw new ArgumentNullException(nameof(transcriptionStartedMessage)); | ||
|
|
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| if (this.textAnalyticsProvider == null && this.analyzeConversationsProvider == null) | ||
| { | ||
| return TranscriptionAnalyticsJobStatus.None; | ||
| } | ||
|
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| var textAnalyticsRequestCompleted = this.textAnalyticsProvider != null ? await this.textAnalyticsProvider.TextAnalyticsRequestsCompleted(transcriptionStartedMessage.AudioFileInfos).ConfigureAwait(false) : true; | ||
| var conversationalAnalyticsRequestCompleted = this.analyzeConversationsProvider != null ? await this.analyzeConversationsProvider.ConversationalRequestsCompleted(transcriptionStartedMessage.AudioFileInfos).ConfigureAwait(false) : true; | ||
|
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| if (!textAnalyticsRequestCompleted || !conversationalAnalyticsRequestCompleted) | ||
| { | ||
| return TranscriptionAnalyticsJobStatus.Running; | ||
| } | ||
|
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| // if the message already contains text analytics requests and all are in terminal state, treat jobs as completed: | ||
| var containsTextAnalyticsRequest = transcriptionStartedMessage.AudioFileInfos.Where(audioFileInfo => audioFileInfo.TextAnalyticsRequests != null).Any(); | ||
| if (containsTextAnalyticsRequest) | ||
| { | ||
| return TranscriptionAnalyticsJobStatus.Completed; | ||
| } | ||
|
|
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| return TranscriptionAnalyticsJobStatus.NotSubmitted; | ||
| } | ||
|
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| public async Task<IEnumerable<string>> AddTranscriptionAnalyticsResultsToTranscripts(Dictionary<AudioFileInfo, SpeechTranscript> speechTranscriptMappings) | ||
| { | ||
| _ = speechTranscriptMappings ?? throw new ArgumentNullException(nameof(speechTranscriptMappings)); | ||
|
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| var errors = new List<string>(); | ||
| foreach (var speechTranscriptMapping in speechTranscriptMappings) | ||
| { | ||
| var speechTranscript = speechTranscriptMapping.Value; | ||
| var audioFileInfo = speechTranscriptMapping.Key; | ||
| var fileName = audioFileInfo.FileName; | ||
| if (FetchTranscriptionEnvironmentVariables.PiiRedactionSetting != PiiRedactionSetting.None) | ||
| { | ||
| speechTranscript.RecognizedPhrases.ToList().ForEach(phrase => | ||
| { | ||
| if (phrase.NBest != null && phrase.NBest.Any()) | ||
| { | ||
| var firstNBest = phrase.NBest.First(); | ||
| phrase.NBest = new[] { firstNBest }; | ||
| } | ||
| }); | ||
| } | ||
|
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| var textAnalyticsErrors = new List<string>(); | ||
|
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| if (audioFileInfo.TextAnalyticsRequests.AudioLevelRequests?.Any() == true) | ||
| { | ||
| var audioLevelErrors = await this.textAnalyticsProvider.AddAudioLevelEntitiesAsync(audioFileInfo.TextAnalyticsRequests.AudioLevelRequests.Select(request => request.Id), speechTranscript).ConfigureAwait(false); | ||
| textAnalyticsErrors.AddRange(audioLevelErrors); | ||
| } | ||
|
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| if (audioFileInfo.TextAnalyticsRequests.UtteranceLevelRequests?.Any() == true) | ||
| { | ||
| var utteranceLevelErrors = await this.textAnalyticsProvider.AddUtteranceLevelEntitiesAsync(audioFileInfo.TextAnalyticsRequests.UtteranceLevelRequests.Select(request => request.Id), speechTranscript).ConfigureAwait(false); | ||
| textAnalyticsErrors.AddRange(utteranceLevelErrors); | ||
| } | ||
|
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| if (audioFileInfo.TextAnalyticsRequests.ConversationRequests?.Any() == true) | ||
| { | ||
| var conversationalAnalyticsErrors = await this.analyzeConversationsProvider.AddConversationalEntitiesAsync(audioFileInfo.TextAnalyticsRequests.ConversationRequests.Select(request => request.Id), speechTranscript).ConfigureAwait(false); | ||
| textAnalyticsErrors.AddRange(conversationalAnalyticsErrors); | ||
| } | ||
|
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| if (textAnalyticsErrors.Any()) | ||
| { | ||
| var distinctErrors = textAnalyticsErrors.Distinct(); | ||
| var errorMessage = $"File {(string.IsNullOrEmpty(fileName) ? "unknown" : fileName)}:\n{string.Join('\n', distinctErrors)}"; | ||
| errors.Add(errorMessage); | ||
| } | ||
| } | ||
|
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| return errors; | ||
| } | ||
|
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| public async Task<IEnumerable<string>> SubmitTranscriptionAnalyticsJobsAndAddToAudioFileInfos(Dictionary<AudioFileInfo, SpeechTranscript> speechTranscriptMappings) | ||
| { | ||
| _ = speechTranscriptMappings ?? throw new ArgumentNullException(nameof(speechTranscriptMappings)); | ||
|
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| var errors = new List<string>(); | ||
| foreach (var speechTranscriptMapping in speechTranscriptMappings) | ||
| { | ||
| var speechTranscript = speechTranscriptMapping.Value; | ||
| var audioFileInfo = speechTranscriptMapping.Key; | ||
|
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| var fileName = audioFileInfo.FileName; | ||
|
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| if (speechTranscript.RecognizedPhrases != null && speechTranscript.RecognizedPhrases.All(phrase => phrase.RecognitionStatus.Equals("Success", StringComparison.Ordinal))) | ||
| { | ||
| var textAnalyticsErrors = new List<string>(); | ||
|
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| (var utteranceLevelJobIds, var utteranceLevelErrors) = await this.textAnalyticsProvider.SubmitUtteranceLevelRequests( | ||
| speechTranscript, | ||
| FetchTranscriptionEnvironmentVariables.SentimentAnalysisSetting).ConfigureAwait(false); | ||
|
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| var utteranceLevelRequests = utteranceLevelJobIds?.Select(jobId => new TextAnalyticsRequest(jobId, TextAnalyticsRequestStatus.Running)); | ||
| textAnalyticsErrors.AddRange(utteranceLevelErrors); | ||
|
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| (var audioLevelJobIds, var audioLevelErrors) = await this.textAnalyticsProvider.SubmitAudioLevelRequests( | ||
| speechTranscript, | ||
| FetchTranscriptionEnvironmentVariables.SentimentAnalysisSetting, | ||
| FetchTranscriptionEnvironmentVariables.PiiRedactionSetting).ConfigureAwait(false); | ||
|
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| var audioLevelRequests = audioLevelJobIds?.Select(jobId => new TextAnalyticsRequest(jobId, TextAnalyticsRequestStatus.Running)); | ||
| textAnalyticsErrors.AddRange(audioLevelErrors); | ||
|
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| (var conversationJobIds, var conversationErrors) = await this.analyzeConversationsProvider.SubmitAnalyzeConversationsRequestAsync(speechTranscript).ConfigureAwait(false); | ||
|
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| var conversationalRequests = conversationJobIds?.Select(jobId => new TextAnalyticsRequest(jobId, TextAnalyticsRequestStatus.Running)); | ||
| textAnalyticsErrors.AddRange(conversationErrors); | ||
|
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| audioFileInfo.TextAnalyticsRequests = new TextAnalyticsRequests(utteranceLevelRequests, audioLevelRequests, conversationalRequests); | ||
|
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| if (textAnalyticsErrors.Any()) | ||
| { | ||
| var distinctErrors = textAnalyticsErrors.Distinct(); | ||
| var errorMessage = $"File {(string.IsNullOrEmpty(fileName) ? "unknown" : fileName)}:\n{string.Join('\n', distinctErrors)}"; | ||
| errors.Add(errorMessage); | ||
| } | ||
| } | ||
| } | ||
|
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| return errors; | ||
| } | ||
| } | ||
| } |
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