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No duplicate imaginary alias is saved. Incomplete spectra stay missing. validateUniformAxis=false assumes uniform sampling; it does not permit nonfinite or nonmonotonic physical coordinates. Effective order must be >=2 and shorter than the spectrum.", "dimensionEffect": "preserve", "failureConditions": [ "Invalid member/variable/dimension/coordinate binding", "Incompatible input grids or units where required", "Resource admission exceeded", "Non-finite coordinates or unrepresentable float32 output" ], "formulas": [ { "description": "Use the existing MEM retrieval on the selected coordinate. The imaginary response estimatedRamanSpectrum is primary; realComponent, phase (rad), amplitude (square root of prepared intensity), and logAmplitude (natural log of prepared intensity, despite the historical member name) remain secondary. No duplicate imaginary alias is saved. Incomplete spectra stay missing. validateUniformAxis=false assumes uniform sampling; it does not permit nonfinite or nonmonotonic physical coordinates. Effective order must be >=2 and shorter than the spectrum.", "latex": "A=\\sqrt{I_{\\mathrm{prepared}}},\\quad R=A\\sin\\phi,\\quad C=A\\cos\\phi,\\quad L=\\log I_{\\mathrm{prepared}}" } ], "inputSemantics": "Explicit member/variable/dimension bindings; a surface defaults to its designated primary member; collections require a member.", "outputSemantics": "Save the complete surface through analysis-output, or bind a member explicitly for downstream processing.", "parameterSemantics": "Defaults and bounds are in parametersSchema; local-mean windows are in inputRequirements.dimensionParameters.", "resourceBehavior": "Bounded array reads; selected-signal dtypes are stated per input port, not for the whole Dataset. Full-core algorithms reject oversized core dimensions before computation. Model weights/engine allocations require separate provider capacity.", "shapeBehavior": "Preserve all dimension extents and coordinate values; operate on the selected signal only.", "summary": "MEM retrieval surface with Raman primary and phase/amplitude secondary quantities." }, "inputRequirements": { "dataset": { "bindingExample": { "coordinates": { "sample": "axis" }, "dimensions": { "axis": "sample" } }, "bindingSchema": { "additionalProperties": false, "allOf": [ { "if": { "anyOf": [ { "properties": { "modeledCoordinates": { "minItems": 1 } }, "required": [ "modeledCoordinates" ] }, { "properties": { "groupByCoordinates": { "minItems": 1 } }, "required": [ "groupByCoordinates" ] } ] }, "then": { "properties": { "coordinates": { "maxProperties": 0 }, "dimensionParameters": { "maxProperties": 0 }, "dimensions": { "maxProperties": 0 } } } } ], "properties": { "coordinates": { "additionalProperties": { "maxLength": 128, "minLength": 1, "type": "string" }, "default": {}, "propertyNames": { "maxLength": 128, "minLength": 1 }, "title": "Coordinates", "type": "object" }, "dimensionParameters": { "additionalProperties": true, "default": {}, "maxProperties": 0, "title": "Dimensionparameters", "type": "object" }, "dimensions": { "additionalProperties": { "maxLength": 128, "minLength": 1, "type": "string" }, "maxProperties": 1, "minProperties": 1, "propertyNames": { "const": "axis" }, "title": "Dimensions", "type": "object" }, "groupByCoordinates": { "default": [], "items": { "maxLength": 128, "minLength": 1, "type": "string" }, "maxItems": 0, "title": "Groupbycoordinates", "type": "array" }, "memberID": { "anyOf": [ { "pattern": "^[A-Za-z0-9_-]{1,128}$", "type": "string" }, { "type": "null" } ], "default": null, "description": "Select a member of an intermediate surface/collection. Omit on direct postprocessing input edges; the source context already selects its member.", "title": "Memberid" }, "modeledCoordinates": { "default": [], "items": { "maxLength": 128, "minLength": 1, "type": "string" }, "maxItems": 0, "title": "Modeledcoordinates", "type": "array" }, "variable": { "anyOf": [ { "maxLength": 128, "minLength": 1, "type": "string" }, { "type": "null" } ], "default": null, "title": "Variable" } }, "required": [ "dimensions" ], "title": "AxisBinding", "type": "object" }, "coordinateModePolicy": { "default": "physical", "index": "Use sample indices or assigned generated index coordinate; no physical calibration required", "physical": "Explicit finite numeric physical coordinate binding is required" }, "coordinates": { "allowIndexCoordinate": false, "finite": true, "numeric": true, "representation": "dimension-to-coordinate-name", "requiredForBoundDimension": true }, "dimensionParameters": {}, "dimensions": { "axis": { "maxDimensions": 1, "minDimensions": 1, "representation": "string" } }, "dtype": "float32", "dtypeScope": "selected-signal-only", "exampleNames": "Replace sample/axis/y/x with actual reviewed source identifiers; examples do not imply physical calibration.", "semanticChecks": [ "Referenced members, variables, dimensions and coordinates must exist", "Coordinates must belong to the selected signal unless the port consumes only coordinates", "Per-dimension options may name only bound axes", "A direct postprocessing source member is selected in sourceBindings, not overridden on its edge" ], "signalRequirements": { "complexSupported": false, "nonempty": true }, "variable": "explicit-or-primary" } }, "inputs": [ { "acceptedValueKinds": [ "dataset", "surface-primary", "selected-collection-member" ], "consumption": "dataset", "label": "Corrected CARS measurement", "maxConnections": 1, "minConnections": 1, "name": "dataset", "required": true, "shortLabel": "Corrected CARS measurement" } ], "label": "CARS MEM Raman retrieval", "nodeType": "cars-mem-raman-retrieval", "nodeVersion": "cars-mem-raman-retrieval-v2", "outputs": [ { "collection": false, "consumers": [ "analysis-output", "explicitly-bound-dataset-operation" ], "dimensionEffect": "preserve", "editorVisibility": "default", "label": "MEM Raman estimate", "name": "result", "primarySelection": "designated-primary", "resultSchema": { "maxMembers": 128, "memberOverrides": { "phase": { "signalUnit": "rad" } }, "memberTemplates": [ "estimatedRamanSpectrum", "realComponent", "phase", "amplitude", "logAmplitude" ], "primaryMemberID": "estimatedRamanSpectrum", "shapePolicy": "preserved", "signalDtype": "float32", "signalQuantity": "memberID", "signalUnit": null, "valueKind": "surface", "variablePolicy": "selected-source-signal-name" }, "shortLabel": "MEM Raman estimate", "valueKind": "surface", "viewPolicy": "Only requested and successfully prepared adapters are advertised." } ], "parametersSchema": { "additionalProperties": false, "properties": { "coordinateMode": { "default": "physical", "enum": [ "physical", "index" ], "title": "Coordinatemode", "type": "string" }, "intensityFloor": { "default": 1e-12, "description": "Nonnegative preparation floor; zero still uses machine tiny to permit a logarithm.", "minimum": 0, "title": "Intensityfloor", "type": "number" }, "order": { "anyOf": [ { "minimum": 2, "type": "integer" }, { "type": "null" } ], "default": null, "description": "Prediction-polynomial order; omitted/null uses spectralLength//2. Effective order must be >=2 and < spectralLength.", "title": "Order" }, "validateUniformAxis": { "default": false, "description": "False assumes uniform sampling for retrieval; finite strictly monotonic assigned coordinates are still required in physical mode.", "title": "Validateuniformaxis", "type": "boolean" } }, "title": "Mem", "type": "object" }, "primaryVariablePolicy": "selected-variable", "shortLabel": "CARS MEM Raman retrieval" } ], "operationPresets": [ { "dimensionCount": 1, "dimensionIntent": "spectral", "nodeType": "local-mean", "nodeVersion": "local-mean-v2", "presetID": "moving-average-filter", "requiresExplicitDimensionNames": true, "windowParameters": "windowSizes keyed by dimension; each defaults to 3" }, { "dimensionCount": 1, "dimensionIntent": "spectral", "nodeType": "local-mean", "nodeVersion": "local-mean-v2", "presetID": "spectral-average", "requiresExplicitDimensionNames": true, "windowParameters": "windowSizes keyed by dimension; each defaults to 3" }, { "dimensionCount": 1, "dimensionIntent": "temporal", "nodeType": "local-mean", "nodeVersion": "local-mean-v2", "presetID": "temporal-moving-average", "requiresExplicitDimensionNames": true, "windowParameters": "windowSizes keyed by dimension; each defaults to 3" }, { "dimensionCount": 1, "dimensionIntent": "temporal", "nodeType": "local-mean", "nodeVersion": "local-mean-v2", "presetID": "temporal-average", "requiresExplicitDimensionNames": true, "windowParameters": "windowSizes keyed by dimension; each defaults to 3" }, { "dimensionCount": 2, "dimensionIntent": "spatial", "nodeType": "local-mean", "nodeVersion": "local-mean-v2", "presetID": "spatial-average", "requiresExplicitDimensionNames": true, "windowParameters": "windowSizes keyed by dimension; each defaults to 3" }, { "dimensionCount": 1, "dimensionIntent": "spectral", "nodeType": "dimension-flip", "nodeVersion": "dimension-flip-v2", "presetID": "flip-spectral-axis", "requiresExplicitDimensionNames": true, "windowParameters": null }, { "dimensionCount": 1, "dimensionIntent": "spectral", "nodeType": "dimension-range-select", "nodeVersion": "dimension-range-select-v2", "presetID": "spectral-range-select", "requiresExplicitDimensionNames": true, "windowParameters": null }, { "dimensionCount": 1, "dimensionIntent": "temporal", "nodeType": "dimension-range-select", "nodeVersion": "dimension-range-select-v2", "presetID": "time-range-select", "requiresExplicitDimensionNames": true, "windowParameters": null }, { "dimensionCount": 1, "dimensionIntent": "temporal", "nodeType": "dimension-index-select", "nodeVersion": "dimension-index-select-v2", "presetID": "time-index-select", "requiresExplicitDimensionNames": true, "windowParameters": null }, { "dimensionCount": 1, "dimensionIntent": "temporal", "nodeType": "dimension-reduce", "nodeVersion": "dimension-reduce-v2", "presetID": "time-aggregate", "requiresExplicitDimensionNames": true, "windowParameters": null } ], "publiclyAvailable": true, "version": "processing-nodes-doc-v2", "workflowVersion": "processing-workflow-v2" }