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  • Core (rojak.core)
    • Analysis (rojak.core.analysis)
      • PostProcessor
    • Calculations (rojak.core.calculations)
      • altitude_to_pressure_troposphere
      • apply_data_var_reduction
      • bilinear_interpolation
      • interpolation_on_lat_lon
      • pressure_to_altitude_icao
      • pressure_to_altitude_stratosphere
      • pressure_to_altitude_troposphere
      • pressure_to_altitude_us_std_atm
      • XrAggregationMethod
    • Constants (rojak.core.constants)
      • ClimatologicalEDRConstants
    • Data (rojak.core.data)
      • as_geo_dataframe
      • load_from_folder
      • shift_longitude
      • AmdarDataRepository
      • AmdarTurbulenceData
      • CATData
      • CATPrognosticData
      • DataPreprocessor
      • DataRetriever
      • DataVarSchema
      • Date
      • MetData
    • Derivatives (rojak.core.derivatives)
      • divergence
      • first_derivative
      • get_dimension_number
      • get_projection_correction_factors
      • grid_spacing
      • nominal_grid_spacing
      • spatial_gradient
      • spatial_laplacian
      • vector_derivatives
      • CartesianDimension
      • GradientMode
      • GridSpacing
      • ProjectionCorrectionFactors
      • SpatialGradient
      • VelocityDerivative
    • Geometric (rojak.core.geometric)
      • create_grid_data_frame
      • create_polygon_spatial_grid_buckets
      • create_rectangular_spatial_grid_buckets
      • geodesic_waypoints_between
      • haversine_distance
      • spatial_aggregation
      • DistanceUnits
    • Indexing (rojak.core.indexing)
      • apply_nan_mask
      • concat_new_dim
      • get_regular_grid_spacing
      • make_value_based_slice
      • map_index_to_coordinate_value
      • map_order
      • map_values_to_nearest_coordinate_index
      • map_values_to_nearest_index_irregular_grid
      • shift_and_combine
  • Data Library (rojak.datalib)
    • Ecmwf (rojak.datalib.ecmwf)
      • Constants (rojak.datalib.ecmwf.constants)
      • Era5 (rojak.datalib.ecmwf.era5)
        • Era5Data
        • Era5Retriever
    • Madis (rojak.datalib.madis)
      • Amdar (rojak.datalib.madis.amdar)
        • AcarsAmdarRepository
        • AcarsAmdarTurbulenceData
        • AcarsRetriever
        • MadisAmdarPreprocessor
        • MadisDataServer
    • Ukmo (rojak.datalib.ukmo)
      • Amdar (rojak.datalib.ukmo.amdar)
        • UkmoAmdarRepository
        • UkmoAmdarTurbulenceData
  • Orchestrator (rojak.orchestrator)
    • Configuration (rojak.orchestrator.configuration)
      • AggregationMetricOption
      • AmdarConfig
      • AmdarDataSource
      • AmdarDiagnosticCmpSource
      • BaseConfigModel
      • BaseInputDataConfig
      • Context
      • ContrailModel
      • ContrailsConfig
      • DataConfig
      • DiagnosticValidationCondition
      • DiagnosticValidationConfig
      • JetStreamAlgorithms
      • MetDataSource
      • MeteorologyConfig
      • RelationshipBetweenTypes
      • SpatialDomain
      • SpatialGroupByStrategy
      • TurbulenceCalibrationConfig
      • TurbulenceCalibrationPhaseOption
      • TurbulenceCalibrationPhases
      • TurbulenceConfig
      • TurbulenceDiagnostics
      • TurbulenceEvaluationConfig
      • TurbulenceEvaluationPhaseOption
      • TurbulenceEvaluationPhases
      • TurbulencePhases
      • TurbulenceSeverity
      • TurbulenceThresholdMode
      • TurbulenceThresholds
    • Lite Configuration (rojak.orchestrator.lite_configuration)
      • BaseTurbulenceContext
      • DiagnosticThresholdsContext
      • DiagnosticsFormat
      • TurbulenceContextWithAdditionalPath
      • TurbulenceContextWithOutput
    • Lite Controller (rojak.orchestrator.lite_controller)
      • blocking_wait_futures
      • compute_and_export_ensemble_edr
      • compute_distribution_parameters
      • compute_thresholds
      • correlation_between_diagnostics
      • create_diagnostic_dataset
      • export_json
      • export_turbulence_diagnostics
      • get_computed_diagnostic_helper
      • load_distribution_parameters_from_file
      • load_thresholds_from_file
    • Turbulence (rojak.orchestrator.turbulence)
      • CalibrationStage
      • DiagnosticsAmdarLauncher
      • EvaluationStage
      • EvaluationStageResult
      • Result
      • TurbulenceLauncher
  • Turbulence (rojak.turbulence)
    • Analysis (rojak.turbulence.analysis)
      • ComputeDistributionParametersForEDR
      • CorrelationBetweenDiagnostics
      • DiagnosticHistogramDistribution
      • Hemisphere
      • HistogramData
      • JaccardIndex
      • LatitudinalCorrelationBetweenDiagnostics
      • LatitudinalRegion
      • MatthewsCorrelation
      • MatthewsCorrelationOnDataset
      • MatthewsCorrelationOnThresholdedDiagnostics
      • ProbabilityThisGivenNotOther
      • ProbabilityThisGivenOther
      • RelationshipBetween
      • RelationshipBetweenAlphaVelAndTurbulence
      • RelationshipBetweenFactory
      • RelationshipBetweenXAndTurbulence
      • RelativeRisk
      • SampleOddsRatio
      • TransformToEDR
      • TurbulenceIntensityThresholds
      • TurbulenceProbabilityBySeverity
      • TurbulentRegionFromThreshold
      • TurbulentRegionsBySeverity
    • Calculations (rojak.turbulence.calculations)
      • absolute_vorticity
      • altitude_derivative_on_pressure_level
      • angles_gradient
      • coriolis_parameter
      • latitudinal_derivative
      • magnitude_of_geospatial_gradient
      • magnitude_of_vector
      • potential_temperature
      • potential_vorticity
      • shearing_deformation
      • stretching_deformation
      • total_deformation
      • vertical_component_vorticity
      • vertical_wind_shear
      • wind_direction
      • wind_speed
    • Diagnostic (rojak.turbulence.diagnostic)
      • BrownIndex1
      • BrownIndex2
      • BruntVaisalaFrequency
      • CalibrationDiagnosticSuite
      • ColsonPanofsky
      • DeformationSquared
      • Diagnostic
      • DiagnosticFactory
      • DiagnosticSuite
      • DirectionalShear
      • DuttonIndex
      • EDRLunnon
      • Endlich
      • EvaluationDiagnosticSuite
      • Frontogenesis2D
      • Frontogenesis3D
      • GradientPotentialVorticity
      • GradientRichardson
      • HorizontalDivergence
      • HorizontalTemperatureGradient
      • LoadedFromZarr
      • MagnitudePotentialVorticity
      • Ncsu1
      • NegativeVorticityAdvection
      • NestedGridModel1
      • NestedGridModel2
      • TurbulenceIndex1
      • TurbulenceIndex2
      • UBF
      • VerticalVorticitySquared
      • VerticalWindShear
      • WindDirection
      • WindSpeed
    • Metrics (rojak.turbulence.metrics)
      • accuracy
      • area_under_curve
      • binary_classification_curve
      • binary_classification_rate_from_cumsum
      • conditional_odds_ratio
      • confusion_matrix
      • contingency_table
      • critical_success_index
      • f1_score
      • gilbert_skill_score
      • jaccard_index_multidim
      • marginal_odds_ratio
      • matthews_corr_coeff
      • matthews_corr_coeff_multidim
      • mean_absolute_error
      • received_operating_characteristic
      • relative_risk
      • sample_odds_ratio
      • sensitivity
      • specificity
      • stratified_contingency_table
      • stratified_relative_risk
      • true_skill_score
      • BinaryClassificationRateFromLabels
      • BinaryClassificationResult
      • ContingencyTable
    • Verification (rojak.turbulence.verification)
      • get_dataframe_dtypes
      • metric_based_aggregation
      • AmdarDataHarmoniser
      • DiagnosticsAmdarVerification
      • IndexingFormat
      • ObservationCoordinates
      • RocVerificationResult
  • References
  • API
  • Orchestrator (rojak.orchestrator)

Orchestrator (rojak.orchestrator)#

Modules

configuration

lite_configuration

lite_controller

turbulence

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UkmoAmdarTurbulenceData

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Configuration (rojak.orchestrator.configuration)
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