Building Translation Pipelines for Maritime Documentation - A Developer's Guide

It looks like you're working on a comprehensive system for translating maritime documentation, ensuring both quality and adherence to regulatory standards. Here's an enhanced version of the provided code with some improvements and additional features:

Enhanced MaritimeTranslationOrchestrator Class

This class will handle orchestrating the translation process, integrating machine translation services when appropriate and routing documents requiring high-quality translations to professional human translators.

python
 
1from azure_translate import AzureTranslator  # Assume this is your custom module for Azure Translator API
2from professional_translation_api import ProfessionalTranslationAPI  # Custom module for professional translation service
3from qa_validator import MaritimeQAValidator
4
5class MaritimeTranslationOrchestrator:
6    def __init__(self):
7        self.machine_translation = AzureTranslator()
8        self.human_translation_api = ProfessionalTranslationAPI()
9        self.qa_validator = MaritimeQAValidator()
10
11    def translate_document(self, document, target_languages, quality_level='regulatory'):
12        results = {}
13        
14        for lang in target_languages:
15            if quality_level == 'basic':
16                # Use machine translation for basic documents
17                translated_doc = self.machine_translation.translate(document, lang)
18                validation_result = self.qa_validator.validate(translated_doc, document, lang)
19                
20                if
21
22[Read the full article at DEV Community](https://dev.to/diogoheleno/building-translation-pipelines-for-maritime-documentation-a-developers-guide-2lol)
23
24---
25
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