fancy_fashion.json

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    model {
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        description "Individual using the Fancy Fashion app to buy and sell second-hand clothing."
        tags "External, Person"
      }
      
      image_tagging = softwareSystem "Image tagging system" {
        description "Machine learning system categorising images of fashion items and generates tags for them to improve ease of finding items."

        model_application = container "Model application" {
          description "Machine learning model application serving model online synchronously as a REST API. Receives images and returns tags. Includes an endpoint to gather feedback from customers on tags. Exposes metrics endpoint to monitor performance."
          technology "Python, FastAPI"

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          feedback_endpoint = component "Feedback endpoint" {
            description "Endpoint that receives advertisement ID, model ID, and tags."
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          metrics_endpoint = component "Metrics endpoint" {
            description "Endpoint exposing text based metrics for Prometheus scraping."

            feedback_endpoint -> this "Set feedback metrics"
          }

          prediction_model = component "Image classification model" {
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            technology "PyTorch"
          }

          model_preprocessing = component "Preprocessing" {
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          technology "PostgreSQL"

          feedback_endpoint -> this "Read and write data" "ODBC"
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        model_file = container "Serialized model" {
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          technology "MLFlow"

          prediction_model -> this "Loads model" "HTTPS"
        }

        model_training = container "Model training" {
          description "Pipeline that trains a new model based on labelled image data."
          tags "Pipeline"

          this -> model_file "Write candidate model"
        }

        preprocessing = container "Data preprocessing" {
          description "Pipeline that reads images and applies preprocessing logic (e.g. resizing)."
          tags "Pipeline"

          image_loading = component "Read images" {
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            tags "Pipeline"
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            description "Reads raw images, preprocesses them and stores preprocessed images."
            tags "Pipeline"

            image_loading -> this "Call with images"
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      data_lake = softwareSystem "Data lake" {
        description "Fancy fashion's central storage location for structured and unstructured data."
        tags "External, Database"

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          description "Storage account containing images of fashion items stored by ID."
          tags "External, Database"

          technology "S3"

          model_training -> this "Read preprocesses images"
          image_loading -> this "Read images"
          preprocessing_logic -> this "Write preprocessed images"
        }

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          description "OLAP datastore containing metadata about images. Metadata includes tags, image ID, image URL etc."
          tags "External, Database"

          technology "Parquet"

          image_metadata_db -> this "Write to analytics environment"
          model_training -> this "Read labels"
        }
      }
      
      fancy_fashion_app = softwareSystem "Fancy Fashion" {
        description "E-commerce application for selling second-hand fashion items."
        tags "External"
        
        front_end = container "Frontend" {
          description "Web application or mobile application for users to interact with fashion item advertisements."
          tags "External, Database"

          customer    -> this "Browse, purchase, and sell items" "HTTPS"
        }

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          description "Server-side application handling user requests, managing inventory, and processing payments."
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          this -> metric_collection_config "Reads configuration"
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      }
    }
   
  views {
    systemContext image_tagging {
        include *
        include customer
    }
    
    container image_tagging {
      include *
      include customer
      include model_training->images
    }
    
    component model_application {
      include *
    }
    
    component preprocessing {
      include *
    }

    styles {
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      element "Model Registry" {
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      }
      element "External" {
        background #cccccc
      }
      element "FE" {
        shape WebBrowser
      }
      element "Database" {
        shape Cylinder
      }
      element "Person" {
        shape Person
      }
      element "Pipeline" {
        shape Pipe
        
        width 500
        height 200
      }
    }
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}
"
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