├── Automated Deployment Guide ├── Figures │ ├── AppServiceIcon.png │ ├── PowerBIInstructions1.png │ ├── PowerBIInstructions10.png │ ├── PowerBIInstructions11.png │ ├── PowerBIInstructions12.png │ ├── PowerBIInstructions13.png │ ├── PowerBIInstructions14.png │ ├── PowerBIInstructions2.png │ ├── PowerBIInstructions3.png │ ├── PowerBIInstructions4.png │ ├── PowerBIInstructions5.png │ ├── PowerBIInstructions6.png │ ├── PowerBIInstructions7.png │ ├── PowerBIInstructions8.png │ ├── PowerBIInstructions9.png │ └── SolutionArchitecture.png ├── Post Deployment Instructions.md ├── Power BI │ └── RetailPriceOptimizationSolution.pbix ├── README.md └── Validation Results PySpark Code │ └── Sql_Query_on_Parquet_Files_Example.ipynb ├── Manual Deployment Guide ├── Figures │ ├── AnalyticalApproachProcess.png │ ├── AppServiceIcon.png │ ├── AzureActiveDirectoryIcon.png │ ├── AzureDataFactoryConfig.png │ ├── AzureDataFactoryConfigBlob.png │ ├── PowerBIInstructions1.png │ ├── PowerBIInstructions10.png │ ├── PowerBIInstructions11.png │ ├── PowerBIInstructions12.png │ ├── PowerBIInstructions13.png │ ├── PowerBIInstructions14.png │ ├── PowerBIInstructions2.png │ ├── PowerBIInstructions3.png │ ├── PowerBIInstructions4.png │ ├── PowerBIInstructions5.png │ ├── PowerBIInstructions6.png │ ├── PowerBIInstructions7.png │ ├── PowerBIInstructions8.png │ ├── PowerBIInstructions9.png │ ├── PriceOptDashboard.png │ ├── ReatilPriceOptSolutionArchitecture.bmp │ ├── SolutionArchitecture.png │ ├── SolutionArchitectureBlob.png │ ├── adls_LinkedService_authoraization.png │ ├── selectADL_S.png │ └── selectADL_S_2.png ├── Manual Deployment Guide - ADLS version.md ├── Power BI │ └── RetailPriceOptimizationSolution.pbix ├── README.md ├── Scripts │ ├── Azure Data Factory - ADLS │ │ ├── Datasets │ │ │ ├── ADLStoreAggOutput.json │ │ │ ├── ADLStoreDFModelMonthlyOutput.json │ │ │ ├── ADLStoreDFModelOutput.json │ │ │ └── ADLStorePriceOptOutput.json │ │ ├── Linked Services │ │ │ ├── AzureDataLakeLinkedService.json │ │ │ ├── HDInsightLinkedService.json │ │ │ └── StorageLinkedService.json │ │ └── Pipelines │ │ │ ├── ModelRetrainPipeline.json │ │ │ └── RetailDFModel_PriceOptimizationPipeline.json │ ├── Azure Data Factory │ │ ├── Datasets │ │ │ ├── BlobStoreAggOutput.json │ │ │ ├── BlobStoreDFModelMonthlyOutput.json │ │ │ ├── BlobStoreDFModelOutput.json │ │ │ └── BlobStorePriceOptOutput.json │ │ ├── Linked Services │ │ │ ├── HDInsightLinkedService.json │ │ │ └── StorageLinkedService.json │ │ └── Pipelines │ │ │ ├── ModelRetrainPipeline.json │ │ │ └── RetailDFModel_PriceOptimizationPipeline.json │ ├── Data Simulator Job - ADLS │ │ └── RetailDataSimulator.zip │ ├── Data Simulator Job │ │ ├── DataSimulator.zip │ │ └── InstallPackage.zip │ ├── PackageInstaller │ │ ├── lp_solve.tar.gz │ │ └── packageInstaller.sh │ ├── PySpark Job - ADLS │ │ ├── Demand_Forecasting_Model_Training_First_Time_Pipeline.py │ │ ├── Demand_Forecasting_Model_Training_Pipeline.py │ │ ├── Price_Optimization.py │ │ ├── Sales_Data_Aggregation.py │ │ └── com.adf.sparklauncher.jar │ ├── PySpark Job │ │ ├── Demand_Forecasting_Model_Training_First_Time_Pipeline_2.0_blob.py │ │ ├── Demand_Forecasting_Model_Training_Pipeline_2.0_blob.py │ │ ├── Price_Optimization_2.0_blob.py │ │ └── Sales_Data_Aggregation_2.0_blob.py │ ├── ScaleUp Solution-Azure Data Factory │ │ ├── Datasets_ScaleUp │ │ │ ├── ADLStoreAggOutputDaily.json │ │ │ ├── ADLStoreDFModelMonthlyOutputDaily.json │ │ │ ├── ADLStoreDFModelOutputDaily.json │ │ │ ├── ADLStoreOutputPublicParametersDaily.json │ │ │ ├── ADLStoreOutputRawDataDaily.json │ │ │ ├── ADLStorePowerBIOutputDaily.json │ │ │ ├── ADLStorePriceOptOutputDaily.json │ │ │ ├── AzureBlobInputPublicParametersDaily.json │ │ │ ├── AzureBlobInputRawDataDaily.json │ │ │ └── AzureBlobOutputPriceChangeDaily.json │ │ └── Pipelines_ScaleUp │ │ │ ├── ModelRetrainPipelineDaily.json │ │ │ ├── RetailDFModel_PriceOptimizationPipelineDaily.json │ │ │ └── RetailDataSimulatorPipelineDaily.json │ ├── 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