A-Alpha Bio · Schema

DatacardResponse

Response from GET /datasets/{id}/datacard endpoint. Same shape as CardContent — one sub-object per detail-page tab (`exec`, `ml`, `bio`) — except `ml` is the served variant, enriched with the S3-derived `schema_columns` (see `MlCardContentResponse`).

protein-interactionsBiotechnologyDrug DiscoveryAntibody EngineeringSynthetic BiologyMachine-LearningTraining DataData LicensingLife SciencesDatasetsProtein DesignBioinformatics

Properties

Name Type Description
exec object
ml object
bio object
View JSON Schema on GitHub

JSON Schema

a-alpha-bio-datacard.json Raw ↑
{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://raw.githubusercontent.com/api-evangelist/a-alpha-bio/refs/heads/main/json-schema/a-alpha-bio-datacard.json",
  "title": "DatacardResponse",
  "description": "Response from GET /datasets/{id}/datacard endpoint.\n\nSame shape as CardContent — one sub-object per detail-page tab (`exec`,\n`ml`, `bio`) — except `ml` is the served variant, enriched with the\nS3-derived `schema_columns` (see `MlCardContentResponse`).",
  "x-generated": "2026-08-06",
  "x-method": "derived",
  "x-source": "openapi/a-alpha-bio-atlas-data-product-openapi-original.json#/components/schemas/DatacardResponse",
  "properties": {
    "exec": {
      "$ref": "#/$defs/ExecCardContent"
    },
    "ml": {
      "$ref": "#/$defs/MlCardContentResponse"
    },
    "bio": {
      "$ref": "#/$defs/BioCardContent"
    }
  },
  "type": "object",
  "$defs": {
    "BioCardContent": {
      "properties": {
        "biological_system": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "title": "Biological System"
        },
        "figures": {
          "items": {
            "$ref": "#/$defs/CardContentFigure"
          },
          "type": "array",
          "title": "Figures"
        },
        "findings": {
          "items": {
            "$ref": "#/$defs/CardContentTitleBody"
          },
          "type": "array",
          "title": "Findings"
        },
        "considerations": {
          "items": {
            "type": "string"
          },
          "type": "array",
          "title": "Considerations"
        }
      },
      "type": "object",
      "title": "BioCardContent",
      "description": "Fields rendered on the dataset's Biology & Assay tab."
    },
    "CardContentDataView": {
      "properties": {
        "name": {
          "type": "string",
          "title": "Name"
        },
        "description": {
          "type": "string",
          "title": "Description"
        },
        "mode": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "title": "Mode"
        }
      },
      "type": "object",
      "required": [
        "name",
        "description"
      ],
      "title": "CardContentDataView",
      "description": "One item in the 'Data views' section.\n\n``mode`` is the view's data-pair handle token (e.g. ``source``, ``ml``): the\nadmin editor stores each view's S3 pair as ``data.<mode>.csv.gz`` /\n``data.<mode>.schema.json`` and the public API serves it under that mode. The\nportal detail page itself ignores it."
    },
    "CardContentFigure": {
      "properties": {
        "title": {
          "type": "string",
          "title": "Title"
        },
        "filenames": {
          "items": {
            "type": "string"
          },
          "type": "array",
          "title": "Filenames",
          "description": "Image filenames rendered as equal-width columns (e.g. ['affinity.svg'])"
        },
        "caption": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "title": "Caption"
        }
      },
      "type": "object",
      "required": [
        "title"
      ],
      "title": "CardContentFigure",
      "description": "One figure in the 'Data analysis' section.\n\n\"One figure\" = one title + one caption, but may include multiple\nside-by-side images via `filenames` — one image = full-width, N images\n= N equal columns."
    },
    "CardContentNoiseSignal": {
      "properties": {
        "label": {
          "type": "string",
          "title": "Label"
        },
        "value": {
          "type": "string",
          "title": "Value"
        },
        "sub": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "title": "Sub"
        }
      },
      "type": "object",
      "required": [
        "label",
        "value"
      ],
      "title": "CardContentNoiseSignal",
      "description": "One stat card in the 'Noise & signal' section."
    },
    "CardContentSchemaColumn": {
      "properties": {
        "name": {
          "type": "string",
          "title": "Name"
        },
        "type": {
          "type": "string",
          "title": "Type"
        },
        "description": {
          "type": "string",
          "title": "Description"
        }
      },
      "type": "object",
      "required": [
        "name",
        "type",
        "description"
      ],
      "title": "CardContentSchemaColumn",
      "description": "One row of the 'Schema (key columns)' table."
    },
    "CardContentStatSubs": {
      "properties": {
        "a_size": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "title": "A Size"
        },
        "alpha_size": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "title": "Alpha Size"
        },
        "ppi": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "title": "Ppi"
        }
      },
      "type": "object",
      "title": "CardContentStatSubs",
      "description": "Per-stat subtitle text shown beneath the stats row."
    },
    "CardContentTitleBody": {
      "properties": {
        "title": {
          "type": "string",
          "title": "Title"
        },
        "body": {
          "type": "string",
          "title": "Body"
        }
      },
      "type": "object",
      "required": [
        "title",
        "body"
      ],
      "title": "CardContentTitleBody",
      "description": "A {title, body} item — used for differentiation and key findings."
    },
    "CardContentUseCase": {
      "properties": {
        "title": {
          "type": "string",
          "title": "Title"
        },
        "description": {
          "type": "string",
          "title": "Description"
        }
      },
      "type": "object",
      "required": [
        "title",
        "description"
      ],
      "title": "CardContentUseCase",
      "description": "One row of the 'Use cases unlocked' section."
    },
    "ExecCardContent": {
      "properties": {
        "scientific_value": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "title": "Scientific Value"
        },
        "use_cases": {
          "items": {
            "$ref": "#/$defs/CardContentUseCase"
          },
          "type": "array",
          "title": "Use Cases"
        },
        "differentiations": {
          "items": {
            "$ref": "#/$defs/CardContentTitleBody"
          },
          "type": "array",
          "title": "Differentiations"
        },
        "stat_subs": {
          "anyOf": [
            {
              "$ref": "#/$defs/CardContentStatSubs"
            },
            {
              "type": "null"
            }
          ]
        }
      },
      "type": "object",
      "title": "ExecCardContent",
      "description": "Fields rendered on the dataset's Executive Summary tab."
    },
    "MlCardContentResponse": {
      "properties": {
        "noise_signals": {
          "items": {
            "$ref": "#/$defs/CardContentNoiseSignal"
          },
          "type": "array",
          "title": "Noise Signals"
        },
        "recommended_splits": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "title": "Recommended Splits"
        },
        "data_views": {
          "items": {
            "$ref": "#/$defs/CardContentDataView"
          },
          "type": "array",
          "title": "Data Views"
        },
        "schema_columns": {
          "items": {
            "$ref": "#/$defs/CardContentSchemaColumn"
          },
          "type": "array",
          "title": "Schema Columns"
        }
      },
      "type": "object",
      "title": "MlCardContentResponse",
      "description": "``MlCardContent`` as served by the API, plus the derived column schema.\n\n``schema_columns`` is sourced from the version's ``data.source.schema.json``\non S3 at request time (see ``datasets_api._read_schema_columns``) so it stays\nin sync with the actual CSV. It lives only here, on the response model — the\nstored ``MlCardContent`` cannot hold it, so a stale copy can never be\npersisted and there is nothing to strip on save."
    }
  }
}

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