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EximAgent

by ai.eximagent
OverviewDiscussionsAdmin

Aggregate trade analytics

exim__analytics__query
Read-onlyIdempotent

Returns deduplicated aggregates (shipment count, value, weight, price per kg, unique buyers/sellers) grouped by HS code, country, company, month or year. Use it for market sizing, rankings and totals.

Input Schema

NameRequiredDescriptionDefault
specNoFull AnalyticsQuerySpec JSON (alternative to the flags below; wins if both given). Page the ENTIRE corpus via offset+orderBy — nextActions returns the next-page command: {"groupBy":["hs6"],"measures":["value_usd","shipment_count"],"filters":[{"dim":"dest","op":"=","value":"CO"}],"orderBy":"value_usd","descending":true,"limit":1000,"offset":0}
limitNoMax rows per page (1-10000)
havingNoHAVING filter over an aggregate measure
offsetNoRow offset for paging (minimum 0; requires orderBy)
filtersNoFilters as a JSON array: [{"dim":"dest","op":"=","value":"US"}]. Valid operators: !=, <, <=, =, >, >=, in, like, not in
groupByNoDimensions as a string array or comma-separated text (e.g. hs6,dest); at most the number of dimensions in analytics catalog
orderByNoMeasure or dimension to sort by (e.g. value_usd)
measuresNoMeasures as a string array or comma-separated text (e.g. value_usd,shipment_count); 1 to the number of measures in analytics catalog — required unless spec
descendingNoSort descending (flag, no value)
timeWindowNoTime window: one of trailing-12m, trailing-3m, trailing-6m or year-<YYYY>, e.g. year-2024

Output Schema

NameRequiredDescriptionDefault
dataYes
statsNo
_debugNo
summaryYes
warningsNo
nextActionsYes
correlationIdNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed58 schema fields changed
    • addedOutput schema / $defs / value24 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value24 / anyOf
      Removed value: -[
-  {
-    "items": {
-      "type": [
-        "null",
-        "boolean",
-        "number",
-        "string",
-        "array",
-        "object"
-      ]
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value24 / properties
      Added value: +{
+  "company": {
+    "anyOf": [
+      {
+        "$ref": "#/$defs/value26"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "fit": {
+    "anyOf": [
+      {
+        "$ref": "#/$defs/value25"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "membership": {
+    "anyOf": [
+      {
+        "$ref": "#/$defs/value27"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "pending": {
+    "anyOf": [
+      {
+        "$ref": "#/$defs/value30"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  }
+}
    • addedOutput schema / $defs / value24 / type
      Added value: +"object"
    • addedOutput schema / $defs / value25 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value25 / anyOf
      Removed value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value26"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value25 / properties
      Added value: +{
+  "company_id": {
+    "anyOf": [
+      {
+        "format": "uuid",
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "created_at": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "discovery_source": {
+    "type": "string"
+  },
+  "evidence_tier": {
+    "type": "integer"
+  },
+  "id": {
+    "anyOf": [
+      {
+        "format": "uuid",
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "match_reasons": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "priority": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "reasoning": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "score": {
+    "anyOf": [
+      {
+        "type": "number"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "target_id": {
+    "anyOf": [
+      {
+        "format": "uuid",
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "target_kind": {
+    "type": "string"
+  },
+  "updated_at": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "user_id": {
+    "type": "string"
+  }
+}
    • addedOutput schema / $defs / value25 / required
      Added value: +[
+  "company_id",
+  "created_at",
+  "discovery_source",
+  "evidence_tier",
+  "id",
+  "match_reasons",
+  "priority",
+  "reasoning",
+  "score",
+  "target_id",
+  "target_kind",
+  "updated_at",
+  "user_id"
+]
    • addedOutput schema / $defs / value25 / type
      Added value: +"object"
    • addedOutput schema / $defs / value26 / properties / address
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • addedOutput schema / $defs / value26 / properties / base_url
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • addedOutput schema / $defs / value26 / properties / canonical_url
      Added value: +{
+  "type": "string"
+}
    • removedOutput schema / $defs / value26 / properties / command
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / $defs / value26 / properties / cost
      Removed value: -{
-  "type": "string"
-}
    • addedOutput schema / $defs / value26 / properties / country
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • addedOutput schema / $defs / value26 / properties / description
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • addedOutput schema / $defs / value26 / properties / id
      Added value: +{
+  "anyOf": [
+    {
+      "format": "uuid",
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • addedOutput schema / $defs / value26 / properties / industry
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • removedOutput schema / $defs / value26 / properties / label
      Removed value: -{
-  "type": "string"
-}
    • addedOutput schema / $defs / value26 / properties / name
      Added value: +{
+  "type": "string"
+}
    • removedOutput schema / $defs / value26 / properties / rationale
      Removed value: -{
-  "type": "string"
-}
    • addedOutput schema / $defs / value26 / properties / resolution_source
      Added value: +{
+  "type": "string"
+}
    • addedOutput schema / $defs / value26 / properties / trade_potential
      Added value: +{
+  "anyOf": [
+    {
+      "type": "number"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • addedOutput schema / $defs / value26 / properties / trade_potential_reasoning
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • addedOutput schema / $defs / value26 / properties / updated_at
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • addedOutput schema / $defs / value26 / properties / url
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • changedOutput schema / $defs / value26 / required
      Previous value: -[
-  "command",
-  "cost",
-  "label",
-  "rationale"
-]New value: +[
+  "address",
+  "base_url",
+  "canonical_url",
+  "country",
+  "description",
+  "id",
+  "industry",
+  "name",
+  "resolution_source",
+  "trade_potential",
+  "trade_potential_reasoning",
+  "updated_at",
+  "url"
+]
    • addedOutput schema / $defs / value27 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value27 / anyOf
      Removed value: -[
-  {
-    "additionalProperties": {
-      "type": "number"
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value27 / properties
      Added value: +{
+  "ai_column_meta": {
+    "type": [
+      "null",
+      "boolean",
+      "number",
+      "string",
+      "array",
+      "object"
+    ]
+  },
+  "ai_column_values": {
+    "$ref": "#/$defs/value29"
+  },
+  "canonical_url": {
+    "type": "string"
+  },
+  "collection_id": {
+    "anyOf": [
+      {
+        "format": "uuid",
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "company_country": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "company_id": {
+    "anyOf": [
+      {
+        "format": "uuid",
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "company_name": {
+    "type": "string"
+  },
+  "company_url": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "created_at": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "discovery_source": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "id": {
+    "anyOf": [
+      {
+        "format": "uuid",
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "keywords": {
+    "$ref": "#/$defs/value28"
+  },
+  "match_reasons": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "outreach_stage": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "priority": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "reasoning": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "score": {
+    "anyOf": [
+      {
+        "type": "number"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "updated_at": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  }
+}
    • addedOutput schema / $defs / value27 / required
      Added value: +[
+  "ai_column_meta",
+  "ai_column_values",
+  "canonical_url",
+  "collection_id",
+  "company_country",
+  "company_id",
+  "company_name",
+  "company_url",
+  "created_at",
+  "discovery_source",
+  "id",
+  "keywords",
+  "match_reasons",
+  "outreach_stage",
+  "priority",
+  "reasoning",
+  "score",
+  "updated_at"
+]
    • addedOutput schema / $defs / value27 / type
      Added value: +"object"
    • changedOutput schema / $defs / value28 / anyOf
      Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value29"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value29 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value29 / anyOf
      Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value29 / properties
      Removed value: -{
-  "code": {
-    "type": "string"
-  },
-  "message": {
-    "type": "string"
-  }
-}
    • removedOutput schema / $defs / value29 / required
      Removed value: -[
-  "code",
-  "message"
-]
    • removedOutput schema / $defs / value29 / type
      Removed value: -"object"
    • addedOutput schema / $defs / value30 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value30 / anyOf
      Removed value: -[
-  {
-    "additionalProperties": {
-      "type": [
-        "null",
-        "boolean",
-        "number",
-        "string",
-        "array",
-        "object"
-      ]
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value30 / properties
      Added value: +{
+  "displayName": {
+    "type": "string"
+  },
+  "message": {
+    "type": "string"
+  },
+  "pendingId": {
+    "type": "string"
+  },
+  "reportingCountry": {
+    "type": "string"
+  },
+  "status": {
+    "type": "string"
+  }
+}
    • addedOutput schema / $defs / value30 / required
      Added value: +[
+  "displayName",
+  "message",
+  "pendingId",
+  "reportingCountry",
+  "status"
+]
    • addedOutput schema / $defs / value30 / type
      Added value: +"object"
    • addedOutput schema / $defs / value31
      Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "id": {
+      "type": "string"
+    },
+    "url": {
+      "type": "string"
+    }
+  },
+  "required": [
+    "id",
+    "url"
+  ],
+  "type": "object"
+}
    • addedOutput schema / $defs / value32
      Added value: +{
+  "anyOf": [
+    {
+      "items": {
+        "type": [
+          "null",
+          "boolean",
+          "number",
+          "string",
+          "array",
+          "object"
+        ]
+      },
+      "type": "array"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • addedOutput schema / $defs / value33
      Added value: +{
+  "anyOf": [
+    {
+      "items": {
+        "$ref": "#/$defs/value34"
+      },
+      "type": "array"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • addedOutput schema / $defs / value34
      Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "command": {
+      "type": "string"
+    },
+    "cost": {
+      "type": "string"
+    },
+    "label": {
+      "type": "string"
+    },
+    "rationale": {
+      "type": "string"
+    }
+  },
+  "required": [
+    "command",
+    "cost",
+    "label",
+    "rationale"
+  ],
+  "type": "object"
+}
    • addedOutput schema / $defs / value35
      Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": {
+        "type": "number"
+      },
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • addedOutput schema / $defs / value36
      Added value: +{
+  "anyOf": [
+    {
+      "items": {
+        "$ref": "#/$defs/value37"
+      },
+      "type": "array"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • addedOutput schema / $defs / value37
      Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "code": {
+      "type": "string"
+    },
+    "message": {
+      "type": "string"
+    }
+  },
+  "required": [
+    "code",
+    "message"
+  ],
+  "type": "object"
+}
    • addedOutput schema / $defs / value38
      Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": {
+        "type": [
+          "null",
+          "boolean",
+          "number",
+          "string",
+          "array",
+          "object"
+        ]
+      },
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • changedOutput schema / properties / _debug / $ref
      Previous value: -"#/$defs/value30"New value: +"#/$defs/value38"
    • addedOutput schema / properties / data / properties / context / anyOf
      Added value: +[
+  {
+    "type": [
+      "null",
+      "boolean",
+      "number",
+      "string",
+      "array",
+      "object"
+    ]
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "collection": {
+        "$ref": "#/$defs/value31"
+      },
+      "sourceObservation": {
+        "type": [
+          "null",
+          "boolean",
+          "number",
+          "string",
+          "array",
+          "object"
+        ]
+      }
+    },
+    "required": [
+      "sourceObservation"
+    ],
+    "type": "object"
+  }
+]
    • removedOutput schema / properties / data / properties / context / type
      Removed value: -[
-  "null",
-  "boolean",
-  "number",
-  "string",
-  "array",
-  "object"
-]
    • changedOutput schema / properties / data / properties / items / anyOf
      Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value0"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "anyOf": [
+        {
+          "$ref": "#/$defs/value0"
+        },
+        {
+          "$ref": "#/$defs/value24"
+        }
+      ]
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / properties / nextActions / $ref
      Previous value: -"#/$defs/value25"New value: +"#/$defs/value33"
    • changedOutput schema / properties / stats / $ref
      Previous value: -"#/$defs/value27"New value: +"#/$defs/value35"
    • changedOutput schema / properties / warnings / $ref
      Previous value: -"#/$defs/value28"New value: +"#/$defs/value36"
  2. Changed118 schema fields changed
    • changedInput schema / properties / measures / description
      Previous value: -"Measures as a string array or comma-separated text (e.g. value_usd,shipment_count); 1 to the number of measures in analytics catalog — required unless --spec"New value: +"Measures as a string array or comma-separated text (e.g. value_usd,shipment_count); 1 to the number of measures in analytics catalog — required unless spec"
    • changedOutput schema / $defs / value0 / properties / columns / $ref
      Previous value: -"#/$defs/value14"New value: +"#/$defs/value15"
    • changedOutput schema / $defs / value0 / properties / coverage / $ref
      Previous value: -"#/$defs/value17"New value: +"#/$defs/value18"
    • changedOutput schema / $defs / value0 / properties / exactness / $ref
      Previous value: -"#/$defs/value20"New value: +"#/$defs/value21"
    • changedOutput schema / $defs / value0 / properties / rows / $ref
      Previous value: -"#/$defs/value15"New value: +"#/$defs/value16"
    • changedOutput schema / $defs / value0 / properties / spec / $ref
      Previous value: -"#/$defs/value10"New value: +"#/$defs/value11"
    • changedOutput schema / $defs / value0 / properties / warnings / $ref
      Previous value: -"#/$defs/value21"New value: +"#/$defs/value22"
    • changedOutput schema / $defs / value1 / properties / scope / $ref
      Previous value: -"#/$defs/value2"New value: +"#/$defs/value3"
    • addedOutput schema / $defs / value1 / properties / valueEvidence
      Added value: +{
+  "anyOf": [
+    {
+      "$ref": "#/$defs/value2"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • removedOutput schema / $defs / value10 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value10 / anyOf
      Added value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value10 / properties
      Removed value: -{
-  "descending": {
-    "type": "boolean"
-  },
-  "filters": {
-    "$ref": "#/$defs/value13"
-  },
-  "groupBy": {
-    "$ref": "#/$defs/value11"
-  },
-  "having": {
-    "type": "string"
-  },
-  "limit": {
-    "type": "integer"
-  },
-  "measures": {
-    "$ref": "#/$defs/value12"
-  },
-  "offset": {
-    "type": "integer"
-  },
-  "orderBy": {
-    "type": "string"
-  },
-  "timeWindow": {
-    "type": "string"
-  }
-}
    • removedOutput schema / $defs / value10 / required
      Removed value: -[
-  "measures"
-]
    • removedOutput schema / $defs / value10 / type
      Removed value: -"object"
    • addedOutput schema / $defs / value11 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value11 / anyOf
      Removed value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value11 / properties
      Added value: +{
+  "descending": {
+    "type": "boolean"
+  },
+  "filters": {
+    "$ref": "#/$defs/value14"
+  },
+  "groupBy": {
+    "$ref": "#/$defs/value12"
+  },
+  "having": {
+    "type": "string"
+  },
+  "limit": {
+    "type": "integer"
+  },
+  "measures": {
+    "$ref": "#/$defs/value13"
+  },
+  "offset": {
+    "type": "integer"
+  },
+  "orderBy": {
+    "type": "string"
+  },
+  "timeWindow": {
+    "type": "string"
+  }
+}
    • addedOutput schema / $defs / value11 / required
      Added value: +[
+  "measures"
+]
    • addedOutput schema / $defs / value11 / type
      Added value: +"object"
    • changedOutput schema / $defs / value13 / anyOf
      Previous value: -[
-  {
-    "items": {
-      "additionalProperties": false,
-      "properties": {
-        "dim": {
-          "type": "string"
-        },
-        "op": {
-          "type": "string"
-        },
-        "value": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "items": {
-                "type": "string"
-              },
-              "type": "array"
-            }
-          ]
-        }
-      },
-      "required": [
-        "dim",
-        "op",
-        "value"
-      ],
-      "type": "object"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / $defs / value14 / anyOf
      Previous value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "additionalProperties": false,
+      "properties": {
+        "dim": {
+          "type": "string"
+        },
+        "op": {
+          "type": "string"
+        },
+        "value": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "items": {
+                "type": "string"
+              },
+              "type": "array"
+            }
+          ]
+        }
+      },
+      "required": [
+        "dim",
+        "op",
+        "value"
+      ],
+      "type": "object"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / $defs / value15 / anyOf
      Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value16"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / $defs / value16 / anyOf
      Previous value: -[
-  {
-    "additionalProperties": {
-      "type": [
-        "null",
-        "boolean",
-        "number",
-        "string",
-        "array",
-        "object"
-      ]
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value17"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value17 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value17 / anyOf
      Added value: +[
+  {
+    "additionalProperties": {
+      "type": [
+        "null",
+        "boolean",
+        "number",
+        "string",
+        "array",
+        "object"
+      ]
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value17 / properties
      Removed value: -{
-  "blindSpot": {
-    "type": "string"
-  },
-  "confidence": {
-    "anyOf": [
-      {
-        "type": "number"
-      },
-      {
-        "type": "null"
-      }
-    ]
-  },
-  "country": {
-    "$ref": "#/$defs/value18"
-  },
-  "display": {
-    "type": "string"
-  },
-  "period": {
-    "$ref": "#/$defs/value19"
-  },
-  "scope": {
-    "type": "string"
-  },
-  "status": {
-    "type": "string"
-  }
-}
    • removedOutput schema / $defs / value17 / required
      Removed value: -[
-  "confidence",
-  "country",
-  "display",
-  "period",
-  "status"
-]
    • removedOutput schema / $defs / value17 / type
      Removed value: -"object"
    • addedOutput schema / $defs / value18 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value18 / anyOf
      Removed value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value18 / properties
      Added value: +{
+  "blindSpot": {
+    "type": "string"
+  },
+  "confidence": {
+    "anyOf": [
+      {
+        "type": "number"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "country": {
+    "$ref": "#/$defs/value19"
+  },
+  "display": {
+    "type": "string"
+  },
+  "period": {
+    "$ref": "#/$defs/value20"
+  },
+  "scope": {
+    "type": "string"
+  },
+  "status": {
+    "type": "string"
+  }
+}
    • addedOutput schema / $defs / value18 / required
      Added value: +[
+  "confidence",
+  "country",
+  "display",
+  "period",
+  "status"
+]
    • addedOutput schema / $defs / value18 / type
      Added value: +"object"
    • removedOutput schema / $defs / value19 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value19 / anyOf
      Added value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value19 / properties
      Removed value: -{
-  "end": {
-    "type": "string"
-  },
-  "start": {
-    "type": "string"
-  }
-}
    • removedOutput schema / $defs / value19 / required
      Removed value: -[
-  "end",
-  "start"
-]
    • removedOutput schema / $defs / value19 / type
      Removed value: -"object"
    • removedOutput schema / $defs / value2 / properties / CompanyKeys
      Removed value: -{
-  "$ref": "#/$defs/value3"
-}
    • removedOutput schema / $defs / value2 / properties / Destination
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / Empty
      Removed value: -{
-  "type": "boolean"
-}
    • removedOutput schema / $defs / value2 / properties / From
      Removed value: -{
-  "format": "date-time",
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / GroupBy
      Removed value: -{
-  "$ref": "#/$defs/value5"
-}
    • removedOutput schema / $defs / value2 / properties / HS2
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / HS6
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / NormalizedNames
      Removed value: -{
-  "$ref": "#/$defs/value4"
-}
    • removedOutput schema / $defs / value2 / properties / Origin
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / Population
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / ReportingCountry
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / RetainedFilters
      Removed value: -{
-  "$ref": "#/$defs/value7"
-}
    • removedOutput schema / $defs / value2 / properties / Role
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / Source
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / To
      Removed value: -{
-  "format": "date-time",
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / Transport
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / Unsupported
      Removed value: -{
-  "$ref": "#/$defs/value6"
-}
    • addedOutput schema / $defs / value2 / properties / shipmentsExcludedImplausible
      Added value: +{
+  "type": "integer"
+}
    • addedOutput schema / $defs / value2 / properties / shipmentsUsed
      Added value: +{
+  "type": "integer"
+}
    • addedOutput schema / $defs / value2 / properties / weightKg
      Added value: +{
+  "type": "number"
+}
    • changedOutput schema / $defs / value2 / required
      Previous value: -[
-  "CompanyKeys",
-  "Destination",
-  "Empty",
-  "From",
-  "GroupBy",
-  "HS2",
-  "HS6",
-  "NormalizedNames",
-  "Origin",
-  "Population",
-  "ReportingCountry",
-  "RetainedFilters",
-  "Role",
-  "Source",
-  "To",
-  "Transport",
-  "Unsupported"
-]New value: +[
+  "shipmentsExcludedImplausible",
+  "shipmentsUsed",
+  "weightKg"
+]
    • addedOutput schema / $defs / value20 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value20 / anyOf
      Removed value: -[
-  {
-    "additionalProperties": {
-      "type": "string"
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value20 / properties
      Added value: +{
+  "end": {
+    "type": "string"
+  },
+  "start": {
+    "type": "string"
+  }
+}
    • addedOutput schema / $defs / value20 / required
      Added value: +[
+  "end",
+  "start"
+]
    • addedOutput schema / $defs / value20 / type
      Added value: +"object"
    • changedOutput schema / $defs / value21 / anyOf
      Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value22"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": {
+      "type": "string"
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value22 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value22 / anyOf
      Added value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value23"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value22 / properties
      Removed value: -{
-  "code": {
-    "type": "string"
-  },
-  "message": {
-    "type": "string"
-  }
-}
    • removedOutput schema / $defs / value22 / required
      Removed value: -[
-  "code",
-  "message"
-]
    • removedOutput schema / $defs / value22 / type
      Removed value: -"object"
    • addedOutput schema / $defs / value23 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value23 / anyOf
      Removed value: -[
-  {
-    "items": {
-      "type": [
-        "null",
-        "boolean",
-        "number",
-        "string",
-        "array",
-        "object"
-      ]
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value23 / properties
      Added value: +{
+  "code": {
+    "type": "string"
+  },
+  "message": {
+    "type": "string"
+  }
+}
    • addedOutput schema / $defs / value23 / required
      Added value: +[
+  "code",
+  "message"
+]
    • addedOutput schema / $defs / value23 / type
      Added value: +"object"
    • changedOutput schema / $defs / value24 / anyOf
      Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value25"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "type": [
+        "null",
+        "boolean",
+        "number",
+        "string",
+        "array",
+        "object"
+      ]
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value25 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value25 / anyOf
      Added value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value26"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value25 / properties
      Removed value: -{
-  "command": {
-    "type": "string"
-  },
-  "cost": {
-    "type": "string"
-  },
-  "label": {
-    "type": "string"
-  },
-  "rationale": {
-    "type": "string"
-  }
-}
    • removedOutput schema / $defs / value25 / required
      Removed value: -[
-  "command",
-  "cost",
-  "label",
-  "rationale"
-]
    • removedOutput schema / $defs / value25 / type
      Removed value: -"object"
    • addedOutput schema / $defs / value26 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value26 / anyOf
      Removed value: -[
-  {
-    "additionalProperties": {
-      "type": "number"
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value26 / properties
      Added value: +{
+  "command": {
+    "type": "string"
+  },
+  "cost": {
+    "type": "string"
+  },
+  "label": {
+    "type": "string"
+  },
+  "rationale": {
+    "type": "string"
+  }
+}
    • addedOutput schema / $defs / value26 / required
      Added value: +[
+  "command",
+  "cost",
+  "label",
+  "rationale"
+]
    • addedOutput schema / $defs / value26 / type
      Added value: +"object"
    • changedOutput schema / $defs / value27 / anyOf
      Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value28"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": {
+      "type": "number"
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value28 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value28 / anyOf
      Added value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value29"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value28 / properties
      Removed value: -{
-  "code": {
-    "type": "string"
-  },
-  "message": {
-    "type": "string"
-  }
-}
    • removedOutput schema / $defs / value28 / required
      Removed value: -[
-  "code",
-  "message"
-]
    • removedOutput schema / $defs / value28 / type
      Removed value: -"object"
    • addedOutput schema / $defs / value29 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value29 / anyOf
      Removed value: -[
-  {
-    "additionalProperties": {
-      "type": [
-        "null",
-        "boolean",
-        "number",
-        "string",
-        "array",
-        "object"
-      ]
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value29 / properties
      Added value: +{
+  "code": {
+    "type": "string"
+  },
+  "message": {
+    "type": "string"
+  }
+}
    • addedOutput schema / $defs / value29 / required
      Added value: +[
+  "code",
+  "message"
+]
    • addedOutput schema / $defs / value29 / type
      Added value: +"object"
    • addedOutput schema / $defs / value3 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value3 / anyOf
      Removed value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value3 / properties
      Added value: +{
+  "CompanyKeys": {
+    "$ref": "#/$defs/value4"
+  },
+  "Destination": {
+    "type": "string"
+  },
+  "Empty": {
+    "type": "boolean"
+  },
+  "From": {
+    "format": "date-time",
+    "type": "string"
+  },
+  "GroupBy": {
+    "$ref": "#/$defs/value6"
+  },
+  "HS2": {
+    "type": "string"
+  },
+  "HS6": {
+    "type": "string"
+  },
+  "NormalizedNames": {
+    "$ref": "#/$defs/value5"
+  },
+  "Origin": {
+    "type": "string"
+  },
+  "Population": {
+    "type": "string"
+  },
+  "ReportingCountry": {
+    "type": "string"
+  },
+  "RetainedFilters": {
+    "$ref": "#/$defs/value8"
+  },
+  "Role": {
+    "type": "string"
+  },
+  "Source": {
+    "type": "string"
+  },
+  "To": {
+    "format": "date-time",
+    "type": "string"
+  },
+  "Transport": {
+    "type": "string"
+  },
+  "Unsupported": {
+    "$ref": "#/$defs/value7"
+  }
+}
    • addedOutput schema / $defs / value3 / required
      Added value: +[
+  "CompanyKeys",
+  "Destination",
+  "Empty",
+  "From",
+  "GroupBy",
+  "HS2",
+  "HS6",
+  "NormalizedNames",
+  "Origin",
+  "Population",
+  "ReportingCountry",
+  "RetainedFilters",
+  "Role",
+  "Source",
+  "To",
+  "Transport",
+  "Unsupported"
+]
    • addedOutput schema / $defs / value3 / type
      Added value: +"object"
    • addedOutput schema / $defs / value30
      Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": {
+        "type": [
+          "null",
+          "boolean",
+          "number",
+          "string",
+          "array",
+          "object"
+        ]
+      },
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • changedOutput schema / $defs / value7 / anyOf
      Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value8"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value8 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value8 / anyOf
      Added value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value9"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value8 / properties
      Removed value: -{
-  "Column": {
-    "type": "string"
-  },
-  "Prefix": {
-    "type": "boolean"
-  },
-  "Values": {
-    "$ref": "#/$defs/value9"
-  }
-}
    • removedOutput schema / $defs / value8 / required
      Removed value: -[
-  "Column",
-  "Prefix",
-  "Values"
-]
    • removedOutput schema / $defs / value8 / type
      Removed value: -"object"
    • addedOutput schema / $defs / value9 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value9 / anyOf
      Removed value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value9 / properties
      Added value: +{
+  "Column": {
+    "type": "string"
+  },
+  "Prefix": {
+    "type": "boolean"
+  },
+  "Values": {
+    "$ref": "#/$defs/value10"
+  }
+}
    • addedOutput schema / $defs / value9 / required
      Added value: +[
+  "Column",
+  "Prefix",
+  "Values"
+]
    • addedOutput schema / $defs / value9 / type
      Added value: +"object"
    • changedOutput schema / properties / _debug / $ref
      Previous value: -"#/$defs/value29"New value: +"#/$defs/value30"
    • changedOutput schema / properties / nextActions / $ref
      Previous value: -"#/$defs/value24"New value: +"#/$defs/value25"
    • changedOutput schema / properties / stats / $ref
      Previous value: -"#/$defs/value26"New value: +"#/$defs/value27"
    • changedOutput schema / properties / warnings / $ref
      Previous value: -"#/$defs/value27"New value: +"#/$defs/value28"
  3. Changed118 schema fields changed
    • changedInput schema / properties / measures / description
      Previous value: -"Measures as a string array or comma-separated text (e.g. value_usd,shipment_count); 1 to the number of measures in analytics catalog — required unless spec"New value: +"Measures as a string array or comma-separated text (e.g. value_usd,shipment_count); 1 to the number of measures in analytics catalog — required unless --spec"
    • changedOutput schema / $defs / value0 / properties / columns / $ref
      Previous value: -"#/$defs/value15"New value: +"#/$defs/value14"
    • changedOutput schema / $defs / value0 / properties / coverage / $ref
      Previous value: -"#/$defs/value18"New value: +"#/$defs/value17"
    • changedOutput schema / $defs / value0 / properties / exactness / $ref
      Previous value: -"#/$defs/value21"New value: +"#/$defs/value20"
    • changedOutput schema / $defs / value0 / properties / rows / $ref
      Previous value: -"#/$defs/value16"New value: +"#/$defs/value15"
    • changedOutput schema / $defs / value0 / properties / spec / $ref
      Previous value: -"#/$defs/value11"New value: +"#/$defs/value10"
    • changedOutput schema / $defs / value0 / properties / warnings / $ref
      Previous value: -"#/$defs/value22"New value: +"#/$defs/value21"
    • changedOutput schema / $defs / value1 / properties / scope / $ref
      Previous value: -"#/$defs/value3"New value: +"#/$defs/value2"
    • removedOutput schema / $defs / value1 / properties / valueEvidence
      Removed value: -{
-  "anyOf": [
-    {
-      "$ref": "#/$defs/value2"
-    },
-    {
-      "type": "null"
-    }
-  ]
-}
    • addedOutput schema / $defs / value10 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value10 / anyOf
      Removed value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value10 / properties
      Added value: +{
+  "descending": {
+    "type": "boolean"
+  },
+  "filters": {
+    "$ref": "#/$defs/value13"
+  },
+  "groupBy": {
+    "$ref": "#/$defs/value11"
+  },
+  "having": {
+    "type": "string"
+  },
+  "limit": {
+    "type": "integer"
+  },
+  "measures": {
+    "$ref": "#/$defs/value12"
+  },
+  "offset": {
+    "type": "integer"
+  },
+  "orderBy": {
+    "type": "string"
+  },
+  "timeWindow": {
+    "type": "string"
+  }
+}
    • addedOutput schema / $defs / value10 / required
      Added value: +[
+  "measures"
+]
    • addedOutput schema / $defs / value10 / type
      Added value: +"object"
    • removedOutput schema / $defs / value11 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value11 / anyOf
      Added value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value11 / properties
      Removed value: -{
-  "descending": {
-    "type": "boolean"
-  },
-  "filters": {
-    "$ref": "#/$defs/value14"
-  },
-  "groupBy": {
-    "$ref": "#/$defs/value12"
-  },
-  "having": {
-    "type": "string"
-  },
-  "limit": {
-    "type": "integer"
-  },
-  "measures": {
-    "$ref": "#/$defs/value13"
-  },
-  "offset": {
-    "type": "integer"
-  },
-  "orderBy": {
-    "type": "string"
-  },
-  "timeWindow": {
-    "type": "string"
-  }
-}
    • removedOutput schema / $defs / value11 / required
      Removed value: -[
-  "measures"
-]
    • removedOutput schema / $defs / value11 / type
      Removed value: -"object"
    • changedOutput schema / $defs / value13 / anyOf
      Previous value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "additionalProperties": false,
+      "properties": {
+        "dim": {
+          "type": "string"
+        },
+        "op": {
+          "type": "string"
+        },
+        "value": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "items": {
+                "type": "string"
+              },
+              "type": "array"
+            }
+          ]
+        }
+      },
+      "required": [
+        "dim",
+        "op",
+        "value"
+      ],
+      "type": "object"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / $defs / value14 / anyOf
      Previous value: -[
-  {
-    "items": {
-      "additionalProperties": false,
-      "properties": {
-        "dim": {
-          "type": "string"
-        },
-        "op": {
-          "type": "string"
-        },
-        "value": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "items": {
-                "type": "string"
-              },
-              "type": "array"
-            }
-          ]
-        }
-      },
-      "required": [
-        "dim",
-        "op",
-        "value"
-      ],
-      "type": "object"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / $defs / value15 / anyOf
      Previous value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value16"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / $defs / value16 / anyOf
      Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value17"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": {
+      "type": [
+        "null",
+        "boolean",
+        "number",
+        "string",
+        "array",
+        "object"
+      ]
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • addedOutput schema / $defs / value17 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value17 / anyOf
      Removed value: -[
-  {
-    "additionalProperties": {
-      "type": [
-        "null",
-        "boolean",
-        "number",
-        "string",
-        "array",
-        "object"
-      ]
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value17 / properties
      Added value: +{
+  "blindSpot": {
+    "type": "string"
+  },
+  "confidence": {
+    "anyOf": [
+      {
+        "type": "number"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "country": {
+    "$ref": "#/$defs/value18"
+  },
+  "display": {
+    "type": "string"
+  },
+  "period": {
+    "$ref": "#/$defs/value19"
+  },
+  "scope": {
+    "type": "string"
+  },
+  "status": {
+    "type": "string"
+  }
+}
    • addedOutput schema / $defs / value17 / required
      Added value: +[
+  "confidence",
+  "country",
+  "display",
+  "period",
+  "status"
+]
    • addedOutput schema / $defs / value17 / type
      Added value: +"object"
    • removedOutput schema / $defs / value18 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value18 / anyOf
      Added value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value18 / properties
      Removed value: -{
-  "blindSpot": {
-    "type": "string"
-  },
-  "confidence": {
-    "anyOf": [
-      {
-        "type": "number"
-      },
-      {
-        "type": "null"
-      }
-    ]
-  },
-  "country": {
-    "$ref": "#/$defs/value19"
-  },
-  "display": {
-    "type": "string"
-  },
-  "period": {
-    "$ref": "#/$defs/value20"
-  },
-  "scope": {
-    "type": "string"
-  },
-  "status": {
-    "type": "string"
-  }
-}
    • removedOutput schema / $defs / value18 / required
      Removed value: -[
-  "confidence",
-  "country",
-  "display",
-  "period",
-  "status"
-]
    • removedOutput schema / $defs / value18 / type
      Removed value: -"object"
    • addedOutput schema / $defs / value19 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value19 / anyOf
      Removed value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value19 / properties
      Added value: +{
+  "end": {
+    "type": "string"
+  },
+  "start": {
+    "type": "string"
+  }
+}
    • addedOutput schema / $defs / value19 / required
      Added value: +[
+  "end",
+  "start"
+]
    • addedOutput schema / $defs / value19 / type
      Added value: +"object"
    • addedOutput schema / $defs / value2 / properties / CompanyKeys
      Added value: +{
+  "$ref": "#/$defs/value3"
+}
    • addedOutput schema / $defs / value2 / properties / Destination
      Added value: +{
+  "type": "string"
+}
    • addedOutput schema / $defs / value2 / properties / Empty
      Added value: +{
+  "type": "boolean"
+}
    • addedOutput schema / $defs / value2 / properties / From
      Added value: +{
+  "format": "date-time",
+  "type": "string"
+}
    • addedOutput schema / $defs / value2 / properties / GroupBy
      Added value: +{
+  "$ref": "#/$defs/value5"
+}
    • addedOutput schema / $defs / value2 / properties / HS2
      Added value: +{
+  "type": "string"
+}
    • addedOutput schema / $defs / value2 / properties / HS6
      Added value: +{
+  "type": "string"
+}
    • addedOutput schema / $defs / value2 / properties / NormalizedNames
      Added value: +{
+  "$ref": "#/$defs/value4"
+}
    • addedOutput schema / $defs / value2 / properties / Origin
      Added value: +{
+  "type": "string"
+}
    • addedOutput schema / $defs / value2 / properties / Population
      Added value: +{
+  "type": "string"
+}
    • addedOutput schema / $defs / value2 / properties / ReportingCountry
      Added value: +{
+  "type": "string"
+}
    • addedOutput schema / $defs / value2 / properties / RetainedFilters
      Added value: +{
+  "$ref": "#/$defs/value7"
+}
    • addedOutput schema / $defs / value2 / properties / Role
      Added value: +{
+  "type": "string"
+}
    • addedOutput schema / $defs / value2 / properties / Source
      Added value: +{
+  "type": "string"
+}
    • addedOutput schema / $defs / value2 / properties / To
      Added value: +{
+  "format": "date-time",
+  "type": "string"
+}
    • addedOutput schema / $defs / value2 / properties / Transport
      Added value: +{
+  "type": "string"
+}
    • addedOutput schema / $defs / value2 / properties / Unsupported
      Added value: +{
+  "$ref": "#/$defs/value6"
+}
    • removedOutput schema / $defs / value2 / properties / shipmentsExcludedImplausible
      Removed value: -{
-  "type": "integer"
-}
    • removedOutput schema / $defs / value2 / properties / shipmentsUsed
      Removed value: -{
-  "type": "integer"
-}
    • removedOutput schema / $defs / value2 / properties / weightKg
      Removed value: -{
-  "type": "number"
-}
    • changedOutput schema / $defs / value2 / required
      Previous value: -[
-  "shipmentsExcludedImplausible",
-  "shipmentsUsed",
-  "weightKg"
-]New value: +[
+  "CompanyKeys",
+  "Destination",
+  "Empty",
+  "From",
+  "GroupBy",
+  "HS2",
+  "HS6",
+  "NormalizedNames",
+  "Origin",
+  "Population",
+  "ReportingCountry",
+  "RetainedFilters",
+  "Role",
+  "Source",
+  "To",
+  "Transport",
+  "Unsupported"
+]
    • removedOutput schema / $defs / value20 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value20 / anyOf
      Added value: +[
+  {
+    "additionalProperties": {
+      "type": "string"
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value20 / properties
      Removed value: -{
-  "end": {
-    "type": "string"
-  },
-  "start": {
-    "type": "string"
-  }
-}
    • removedOutput schema / $defs / value20 / required
      Removed value: -[
-  "end",
-  "start"
-]
    • removedOutput schema / $defs / value20 / type
      Removed value: -"object"
    • changedOutput schema / $defs / value21 / anyOf
      Previous value: -[
-  {
-    "additionalProperties": {
-      "type": "string"
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value22"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • addedOutput schema / $defs / value22 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value22 / anyOf
      Removed value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value23"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value22 / properties
      Added value: +{
+  "code": {
+    "type": "string"
+  },
+  "message": {
+    "type": "string"
+  }
+}
    • addedOutput schema / $defs / value22 / required
      Added value: +[
+  "code",
+  "message"
+]
    • addedOutput schema / $defs / value22 / type
      Added value: +"object"
    • removedOutput schema / $defs / value23 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value23 / anyOf
      Added value: +[
+  {
+    "items": {
+      "type": [
+        "null",
+        "boolean",
+        "number",
+        "string",
+        "array",
+        "object"
+      ]
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value23 / properties
      Removed value: -{
-  "code": {
-    "type": "string"
-  },
-  "message": {
-    "type": "string"
-  }
-}
    • removedOutput schema / $defs / value23 / required
      Removed value: -[
-  "code",
-  "message"
-]
    • removedOutput schema / $defs / value23 / type
      Removed value: -"object"
    • changedOutput schema / $defs / value24 / anyOf
      Previous value: -[
-  {
-    "items": {
-      "type": [
-        "null",
-        "boolean",
-        "number",
-        "string",
-        "array",
-        "object"
-      ]
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value25"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • addedOutput schema / $defs / value25 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value25 / anyOf
      Removed value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value26"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value25 / properties
      Added value: +{
+  "command": {
+    "type": "string"
+  },
+  "cost": {
+    "type": "string"
+  },
+  "label": {
+    "type": "string"
+  },
+  "rationale": {
+    "type": "string"
+  }
+}
    • addedOutput schema / $defs / value25 / required
      Added value: +[
+  "command",
+  "cost",
+  "label",
+  "rationale"
+]
    • addedOutput schema / $defs / value25 / type
      Added value: +"object"
    • removedOutput schema / $defs / value26 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value26 / anyOf
      Added value: +[
+  {
+    "additionalProperties": {
+      "type": "number"
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value26 / properties
      Removed value: -{
-  "command": {
-    "type": "string"
-  },
-  "cost": {
-    "type": "string"
-  },
-  "label": {
-    "type": "string"
-  },
-  "rationale": {
-    "type": "string"
-  }
-}
    • removedOutput schema / $defs / value26 / required
      Removed value: -[
-  "command",
-  "cost",
-  "label",
-  "rationale"
-]
    • removedOutput schema / $defs / value26 / type
      Removed value: -"object"
    • changedOutput schema / $defs / value27 / anyOf
      Previous value: -[
-  {
-    "additionalProperties": {
-      "type": "number"
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value28"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • addedOutput schema / $defs / value28 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value28 / anyOf
      Removed value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value29"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value28 / properties
      Added value: +{
+  "code": {
+    "type": "string"
+  },
+  "message": {
+    "type": "string"
+  }
+}
    • addedOutput schema / $defs / value28 / required
      Added value: +[
+  "code",
+  "message"
+]
    • addedOutput schema / $defs / value28 / type
      Added value: +"object"
    • removedOutput schema / $defs / value29 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value29 / anyOf
      Added value: +[
+  {
+    "additionalProperties": {
+      "type": [
+        "null",
+        "boolean",
+        "number",
+        "string",
+        "array",
+        "object"
+      ]
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value29 / properties
      Removed value: -{
-  "code": {
-    "type": "string"
-  },
-  "message": {
-    "type": "string"
-  }
-}
    • removedOutput schema / $defs / value29 / required
      Removed value: -[
-  "code",
-  "message"
-]
    • removedOutput schema / $defs / value29 / type
      Removed value: -"object"
    • removedOutput schema / $defs / value3 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value3 / anyOf
      Added value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value3 / properties
      Removed value: -{
-  "CompanyKeys": {
-    "$ref": "#/$defs/value4"
-  },
-  "Destination": {
-    "type": "string"
-  },
-  "Empty": {
-    "type": "boolean"
-  },
-  "From": {
-    "format": "date-time",
-    "type": "string"
-  },
-  "GroupBy": {
-    "$ref": "#/$defs/value6"
-  },
-  "HS2": {
-    "type": "string"
-  },
-  "HS6": {
-    "type": "string"
-  },
-  "NormalizedNames": {
-    "$ref": "#/$defs/value5"
-  },
-  "Origin": {
-    "type": "string"
-  },
-  "Population": {
-    "type": "string"
-  },
-  "ReportingCountry": {
-    "type": "string"
-  },
-  "RetainedFilters": {
-    "$ref": "#/$defs/value8"
-  },
-  "Role": {
-    "type": "string"
-  },
-  "Source": {
-    "type": "string"
-  },
-  "To": {
-    "format": "date-time",
-    "type": "string"
-  },
-  "Transport": {
-    "type": "string"
-  },
-  "Unsupported": {
-    "$ref": "#/$defs/value7"
-  }
-}
    • removedOutput schema / $defs / value3 / required
      Removed value: -[
-  "CompanyKeys",
-  "Destination",
-  "Empty",
-  "From",
-  "GroupBy",
-  "HS2",
-  "HS6",
-  "NormalizedNames",
-  "Origin",
-  "Population",
-  "ReportingCountry",
-  "RetainedFilters",
-  "Role",
-  "Source",
-  "To",
-  "Transport",
-  "Unsupported"
-]
    • removedOutput schema / $defs / value3 / type
      Removed value: -"object"
    • removedOutput schema / $defs / value30
      Removed value: -{
-  "anyOf": [
-    {
-      "additionalProperties": {
-        "type": [
-          "null",
-          "boolean",
-          "number",
-          "string",
-          "array",
-          "object"
-        ]
-      },
-      "type": "object"
-    },
-    {
-      "type": "null"
-    }
-  ]
-}
    • changedOutput schema / $defs / value7 / anyOf
      Previous value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value8"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • addedOutput schema / $defs / value8 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value8 / anyOf
      Removed value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value9"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value8 / properties
      Added value: +{
+  "Column": {
+    "type": "string"
+  },
+  "Prefix": {
+    "type": "boolean"
+  },
+  "Values": {
+    "$ref": "#/$defs/value9"
+  }
+}
    • addedOutput schema / $defs / value8 / required
      Added value: +[
+  "Column",
+  "Prefix",
+  "Values"
+]
    • addedOutput schema / $defs / value8 / type
      Added value: +"object"
    • removedOutput schema / $defs / value9 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value9 / anyOf
      Added value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value9 / properties
      Removed value: -{
-  "Column": {
-    "type": "string"
-  },
-  "Prefix": {
-    "type": "boolean"
-  },
-  "Values": {
-    "$ref": "#/$defs/value10"
-  }
-}
    • removedOutput schema / $defs / value9 / required
      Removed value: -[
-  "Column",
-  "Prefix",
-  "Values"
-]
    • removedOutput schema / $defs / value9 / type
      Removed value: -"object"
    • changedOutput schema / properties / _debug / $ref
      Previous value: -"#/$defs/value30"New value: +"#/$defs/value29"
    • changedOutput schema / properties / nextActions / $ref
      Previous value: -"#/$defs/value25"New value: +"#/$defs/value24"
    • changedOutput schema / properties / stats / $ref
      Previous value: -"#/$defs/value27"New value: +"#/$defs/value26"
    • changedOutput schema / properties / warnings / $ref
      Previous value: -"#/$defs/value28"New value: +"#/$defs/value27"
  4. Changed118 schema fields changed
    • changedInput schema / properties / measures / description
      Previous value: -"Measures as a string array or comma-separated text (e.g. value_usd,shipment_count); 1 to the number of measures in analytics catalog — required unless --spec"New value: +"Measures as a string array or comma-separated text (e.g. value_usd,shipment_count); 1 to the number of measures in analytics catalog — required unless spec"
    • changedOutput schema / $defs / value0 / properties / columns / $ref
      Previous value: -"#/$defs/value14"New value: +"#/$defs/value15"
    • changedOutput schema / $defs / value0 / properties / coverage / $ref
      Previous value: -"#/$defs/value17"New value: +"#/$defs/value18"
    • changedOutput schema / $defs / value0 / properties / exactness / $ref
      Previous value: -"#/$defs/value20"New value: +"#/$defs/value21"
    • changedOutput schema / $defs / value0 / properties / rows / $ref
      Previous value: -"#/$defs/value15"New value: +"#/$defs/value16"
    • changedOutput schema / $defs / value0 / properties / spec / $ref
      Previous value: -"#/$defs/value10"New value: +"#/$defs/value11"
    • changedOutput schema / $defs / value0 / properties / warnings / $ref
      Previous value: -"#/$defs/value21"New value: +"#/$defs/value22"
    • changedOutput schema / $defs / value1 / properties / scope / $ref
      Previous value: -"#/$defs/value2"New value: +"#/$defs/value3"
    • addedOutput schema / $defs / value1 / properties / valueEvidence
      Added value: +{
+  "anyOf": [
+    {
+      "$ref": "#/$defs/value2"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • removedOutput schema / $defs / value10 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value10 / anyOf
      Added value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value10 / properties
      Removed value: -{
-  "descending": {
-    "type": "boolean"
-  },
-  "filters": {
-    "$ref": "#/$defs/value13"
-  },
-  "groupBy": {
-    "$ref": "#/$defs/value11"
-  },
-  "having": {
-    "type": "string"
-  },
-  "limit": {
-    "type": "integer"
-  },
-  "measures": {
-    "$ref": "#/$defs/value12"
-  },
-  "offset": {
-    "type": "integer"
-  },
-  "orderBy": {
-    "type": "string"
-  },
-  "timeWindow": {
-    "type": "string"
-  }
-}
    • removedOutput schema / $defs / value10 / required
      Removed value: -[
-  "measures"
-]
    • removedOutput schema / $defs / value10 / type
      Removed value: -"object"
    • addedOutput schema / $defs / value11 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value11 / anyOf
      Removed value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value11 / properties
      Added value: +{
+  "descending": {
+    "type": "boolean"
+  },
+  "filters": {
+    "$ref": "#/$defs/value14"
+  },
+  "groupBy": {
+    "$ref": "#/$defs/value12"
+  },
+  "having": {
+    "type": "string"
+  },
+  "limit": {
+    "type": "integer"
+  },
+  "measures": {
+    "$ref": "#/$defs/value13"
+  },
+  "offset": {
+    "type": "integer"
+  },
+  "orderBy": {
+    "type": "string"
+  },
+  "timeWindow": {
+    "type": "string"
+  }
+}
    • addedOutput schema / $defs / value11 / required
      Added value: +[
+  "measures"
+]
    • addedOutput schema / $defs / value11 / type
      Added value: +"object"
    • changedOutput schema / $defs / value13 / anyOf
      Previous value: -[
-  {
-    "items": {
-      "additionalProperties": false,
-      "properties": {
-        "dim": {
-          "type": "string"
-        },
-        "op": {
-          "type": "string"
-        },
-        "value": {
-          "anyOf": [
-            {
-              "type": "string"
-            },
-            {
-              "items": {
-                "type": "string"
-              },
-              "type": "array"
-            }
-          ]
-        }
-      },
-      "required": [
-        "dim",
-        "op",
-        "value"
-      ],
-      "type": "object"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / $defs / value14 / anyOf
      Previous value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "additionalProperties": false,
+      "properties": {
+        "dim": {
+          "type": "string"
+        },
+        "op": {
+          "type": "string"
+        },
+        "value": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "items": {
+                "type": "string"
+              },
+              "type": "array"
+            }
+          ]
+        }
+      },
+      "required": [
+        "dim",
+        "op",
+        "value"
+      ],
+      "type": "object"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / $defs / value15 / anyOf
      Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value16"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / $defs / value16 / anyOf
      Previous value: -[
-  {
-    "additionalProperties": {
-      "type": [
-        "null",
-        "boolean",
-        "number",
-        "string",
-        "array",
-        "object"
-      ]
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value17"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value17 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value17 / anyOf
      Added value: +[
+  {
+    "additionalProperties": {
+      "type": [
+        "null",
+        "boolean",
+        "number",
+        "string",
+        "array",
+        "object"
+      ]
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value17 / properties
      Removed value: -{
-  "blindSpot": {
-    "type": "string"
-  },
-  "confidence": {
-    "anyOf": [
-      {
-        "type": "number"
-      },
-      {
-        "type": "null"
-      }
-    ]
-  },
-  "country": {
-    "$ref": "#/$defs/value18"
-  },
-  "display": {
-    "type": "string"
-  },
-  "period": {
-    "$ref": "#/$defs/value19"
-  },
-  "scope": {
-    "type": "string"
-  },
-  "status": {
-    "type": "string"
-  }
-}
    • removedOutput schema / $defs / value17 / required
      Removed value: -[
-  "confidence",
-  "country",
-  "display",
-  "period",
-  "status"
-]
    • removedOutput schema / $defs / value17 / type
      Removed value: -"object"
    • addedOutput schema / $defs / value18 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value18 / anyOf
      Removed value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value18 / properties
      Added value: +{
+  "blindSpot": {
+    "type": "string"
+  },
+  "confidence": {
+    "anyOf": [
+      {
+        "type": "number"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "country": {
+    "$ref": "#/$defs/value19"
+  },
+  "display": {
+    "type": "string"
+  },
+  "period": {
+    "$ref": "#/$defs/value20"
+  },
+  "scope": {
+    "type": "string"
+  },
+  "status": {
+    "type": "string"
+  }
+}
    • addedOutput schema / $defs / value18 / required
      Added value: +[
+  "confidence",
+  "country",
+  "display",
+  "period",
+  "status"
+]
    • addedOutput schema / $defs / value18 / type
      Added value: +"object"
    • removedOutput schema / $defs / value19 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value19 / anyOf
      Added value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value19 / properties
      Removed value: -{
-  "end": {
-    "type": "string"
-  },
-  "start": {
-    "type": "string"
-  }
-}
    • removedOutput schema / $defs / value19 / required
      Removed value: -[
-  "end",
-  "start"
-]
    • removedOutput schema / $defs / value19 / type
      Removed value: -"object"
    • removedOutput schema / $defs / value2 / properties / CompanyKeys
      Removed value: -{
-  "$ref": "#/$defs/value3"
-}
    • removedOutput schema / $defs / value2 / properties / Destination
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / Empty
      Removed value: -{
-  "type": "boolean"
-}
    • removedOutput schema / $defs / value2 / properties / From
      Removed value: -{
-  "format": "date-time",
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / GroupBy
      Removed value: -{
-  "$ref": "#/$defs/value5"
-}
    • removedOutput schema / $defs / value2 / properties / HS2
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / HS6
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / NormalizedNames
      Removed value: -{
-  "$ref": "#/$defs/value4"
-}
    • removedOutput schema / $defs / value2 / properties / Origin
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / Population
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / ReportingCountry
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / RetainedFilters
      Removed value: -{
-  "$ref": "#/$defs/value7"
-}
    • removedOutput schema / $defs / value2 / properties / Role
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / Source
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / To
      Removed value: -{
-  "format": "date-time",
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / Transport
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / $defs / value2 / properties / Unsupported
      Removed value: -{
-  "$ref": "#/$defs/value6"
-}
    • addedOutput schema / $defs / value2 / properties / shipmentsExcludedImplausible
      Added value: +{
+  "type": "integer"
+}
    • addedOutput schema / $defs / value2 / properties / shipmentsUsed
      Added value: +{
+  "type": "integer"
+}
    • addedOutput schema / $defs / value2 / properties / weightKg
      Added value: +{
+  "type": "number"
+}
    • changedOutput schema / $defs / value2 / required
      Previous value: -[
-  "CompanyKeys",
-  "Destination",
-  "Empty",
-  "From",
-  "GroupBy",
-  "HS2",
-  "HS6",
-  "NormalizedNames",
-  "Origin",
-  "Population",
-  "ReportingCountry",
-  "RetainedFilters",
-  "Role",
-  "Source",
-  "To",
-  "Transport",
-  "Unsupported"
-]New value: +[
+  "shipmentsExcludedImplausible",
+  "shipmentsUsed",
+  "weightKg"
+]
    • addedOutput schema / $defs / value20 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value20 / anyOf
      Removed value: -[
-  {
-    "additionalProperties": {
-      "type": "string"
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value20 / properties
      Added value: +{
+  "end": {
+    "type": "string"
+  },
+  "start": {
+    "type": "string"
+  }
+}
    • addedOutput schema / $defs / value20 / required
      Added value: +[
+  "end",
+  "start"
+]
    • addedOutput schema / $defs / value20 / type
      Added value: +"object"
    • changedOutput schema / $defs / value21 / anyOf
      Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value22"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": {
+      "type": "string"
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value22 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value22 / anyOf
      Added value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value23"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value22 / properties
      Removed value: -{
-  "code": {
-    "type": "string"
-  },
-  "message": {
-    "type": "string"
-  }
-}
    • removedOutput schema / $defs / value22 / required
      Removed value: -[
-  "code",
-  "message"
-]
    • removedOutput schema / $defs / value22 / type
      Removed value: -"object"
    • addedOutput schema / $defs / value23 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value23 / anyOf
      Removed value: -[
-  {
-    "items": {
-      "type": [
-        "null",
-        "boolean",
-        "number",
-        "string",
-        "array",
-        "object"
-      ]
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value23 / properties
      Added value: +{
+  "code": {
+    "type": "string"
+  },
+  "message": {
+    "type": "string"
+  }
+}
    • addedOutput schema / $defs / value23 / required
      Added value: +[
+  "code",
+  "message"
+]
    • addedOutput schema / $defs / value23 / type
      Added value: +"object"
    • changedOutput schema / $defs / value24 / anyOf
      Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value25"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "type": [
+        "null",
+        "boolean",
+        "number",
+        "string",
+        "array",
+        "object"
+      ]
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value25 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value25 / anyOf
      Added value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value26"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value25 / properties
      Removed value: -{
-  "command": {
-    "type": "string"
-  },
-  "cost": {
-    "type": "string"
-  },
-  "label": {
-    "type": "string"
-  },
-  "rationale": {
-    "type": "string"
-  }
-}
    • removedOutput schema / $defs / value25 / required
      Removed value: -[
-  "command",
-  "cost",
-  "label",
-  "rationale"
-]
    • removedOutput schema / $defs / value25 / type
      Removed value: -"object"
    • addedOutput schema / $defs / value26 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value26 / anyOf
      Removed value: -[
-  {
-    "additionalProperties": {
-      "type": "number"
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value26 / properties
      Added value: +{
+  "command": {
+    "type": "string"
+  },
+  "cost": {
+    "type": "string"
+  },
+  "label": {
+    "type": "string"
+  },
+  "rationale": {
+    "type": "string"
+  }
+}
    • addedOutput schema / $defs / value26 / required
      Added value: +[
+  "command",
+  "cost",
+  "label",
+  "rationale"
+]
    • addedOutput schema / $defs / value26 / type
      Added value: +"object"
    • changedOutput schema / $defs / value27 / anyOf
      Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value28"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": {
+      "type": "number"
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value28 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value28 / anyOf
      Added value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value29"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value28 / properties
      Removed value: -{
-  "code": {
-    "type": "string"
-  },
-  "message": {
-    "type": "string"
-  }
-}
    • removedOutput schema / $defs / value28 / required
      Removed value: -[
-  "code",
-  "message"
-]
    • removedOutput schema / $defs / value28 / type
      Removed value: -"object"
    • addedOutput schema / $defs / value29 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value29 / anyOf
      Removed value: -[
-  {
-    "additionalProperties": {
-      "type": [
-        "null",
-        "boolean",
-        "number",
-        "string",
-        "array",
-        "object"
-      ]
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value29 / properties
      Added value: +{
+  "code": {
+    "type": "string"
+  },
+  "message": {
+    "type": "string"
+  }
+}
    • addedOutput schema / $defs / value29 / required
      Added value: +[
+  "code",
+  "message"
+]
    • addedOutput schema / $defs / value29 / type
      Added value: +"object"
    • addedOutput schema / $defs / value3 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value3 / anyOf
      Removed value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value3 / properties
      Added value: +{
+  "CompanyKeys": {
+    "$ref": "#/$defs/value4"
+  },
+  "Destination": {
+    "type": "string"
+  },
+  "Empty": {
+    "type": "boolean"
+  },
+  "From": {
+    "format": "date-time",
+    "type": "string"
+  },
+  "GroupBy": {
+    "$ref": "#/$defs/value6"
+  },
+  "HS2": {
+    "type": "string"
+  },
+  "HS6": {
+    "type": "string"
+  },
+  "NormalizedNames": {
+    "$ref": "#/$defs/value5"
+  },
+  "Origin": {
+    "type": "string"
+  },
+  "Population": {
+    "type": "string"
+  },
+  "ReportingCountry": {
+    "type": "string"
+  },
+  "RetainedFilters": {
+    "$ref": "#/$defs/value8"
+  },
+  "Role": {
+    "type": "string"
+  },
+  "Source": {
+    "type": "string"
+  },
+  "To": {
+    "format": "date-time",
+    "type": "string"
+  },
+  "Transport": {
+    "type": "string"
+  },
+  "Unsupported": {
+    "$ref": "#/$defs/value7"
+  }
+}
    • addedOutput schema / $defs / value3 / required
      Added value: +[
+  "CompanyKeys",
+  "Destination",
+  "Empty",
+  "From",
+  "GroupBy",
+  "HS2",
+  "HS6",
+  "NormalizedNames",
+  "Origin",
+  "Population",
+  "ReportingCountry",
+  "RetainedFilters",
+  "Role",
+  "Source",
+  "To",
+  "Transport",
+  "Unsupported"
+]
    • addedOutput schema / $defs / value3 / type
      Added value: +"object"
    • addedOutput schema / $defs / value30
      Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": {
+        "type": [
+          "null",
+          "boolean",
+          "number",
+          "string",
+          "array",
+          "object"
+        ]
+      },
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • changedOutput schema / $defs / value7 / anyOf
      Previous value: -[
-  {
-    "items": {
-      "$ref": "#/$defs/value8"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value8 / additionalProperties
      Removed value: -false
    • addedOutput schema / $defs / value8 / anyOf
      Added value: +[
+  {
+    "items": {
+      "$ref": "#/$defs/value9"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / $defs / value8 / properties
      Removed value: -{
-  "Column": {
-    "type": "string"
-  },
-  "Prefix": {
-    "type": "boolean"
-  },
-  "Values": {
-    "$ref": "#/$defs/value9"
-  }
-}
    • removedOutput schema / $defs / value8 / required
      Removed value: -[
-  "Column",
-  "Prefix",
-  "Values"
-]
    • removedOutput schema / $defs / value8 / type
      Removed value: -"object"
    • addedOutput schema / $defs / value9 / additionalProperties
      Added value: +false
    • removedOutput schema / $defs / value9 / anyOf
      Removed value: -[
-  {
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / $defs / value9 / properties
      Added value: +{
+  "Column": {
+    "type": "string"
+  },
+  "Prefix": {
+    "type": "boolean"
+  },
+  "Values": {
+    "$ref": "#/$defs/value10"
+  }
+}
    • addedOutput schema / $defs / value9 / required
      Added value: +[
+  "Column",
+  "Prefix",
+  "Values"
+]
    • addedOutput schema / $defs / value9 / type
      Added value: +"object"
    • changedOutput schema / properties / _debug / $ref
      Previous value: -"#/$defs/value29"New value: +"#/$defs/value30"
    • changedOutput schema / properties / nextActions / $ref
      Previous value: -"#/$defs/value24"New value: +"#/$defs/value25"
    • changedOutput schema / properties / stats / $ref
      Previous value: -"#/$defs/value26"New value: +"#/$defs/value27"
    • changedOutput schema / properties / warnings / $ref
      Previous value: -"#/$defs/value27"New value: +"#/$defs/value28"
  5. Changed22 schema fields changed
    • addedInput schema / not
      Added value: +{
+  "anyOf": [
+    {
+      "not": {
+        "if": {
+          "allOf": [
+            {
+              "not": {
+                "properties": {
+                  "spec": {
+                    "minLength": 1,
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "spec"
+                ]
+              }
+            }
+          ]
+        },
+        "then": {
+          "anyOf": [
+            {
+              "properties": {
+                "measures": {
+                  "pattern": "[^,\\s]",
+                  "type": "string"
+                }
+              },
+              "required": [
+                "measures"
+              ]
+            }
+          ]
+        }
+      }
+    },
+    {
+      "not": {
+        "if": {
+          "allOf": [
+            {
+              "properties": {
+                "spec": {
+                  "minLength": 1,
+                  "type": "string"
+                }
+              },
+              "required": [
+                "spec"
+              ]
+            }
+          ]
+        },
+        "then": {
+          "anyOf": [
+            {
+              "x-argumentCondition": {
+                "key": "spec",
+                "predicate": "analytics-measures"
+              }
+            }
+          ]
+        }
+      }
+    },
+    {
+      "not": {
+        "if": {
+          "allOf": [
+            {
+              "x-argumentCondition": {
+                "key": "offset",
+                "predicate": "positive"
+              }
+            },
+            {
+              "not": {
+                "properties": {
+                  "spec": {
+                    "minLength": 1,
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "spec"
+                ]
+              }
+            }
+          ]
+        },
+        "then": {
+          "anyOf": [
+            {
+              "properties": {
+                "orderBy": {
+                  "minLength": 1,
+                  "type": "string"
+                }
+              },
+              "required": [
+                "orderBy"
+              ]
+            }
+          ]
+        }
+      }
+    },
+    {
+      "not": {
+        "if": {
+          "allOf": [
+            {
+              "x-argumentCondition": {
+                "key": "spec",
+                "predicate": "analytics-offset"
+              }
+            }
+          ]
+        },
+        "then": {
+          "anyOf": [
+            {
+              "x-argumentCondition": {
+                "key": "spec",
+                "predicate": "analytics-ordered"
+              }
+            }
+          ]
+        }
+      }
+    }
+  ]
+}
    • removedInput schema / properties / --descending
      Removed value: -{
-  "description": "Sort descending (flag, no value)",
-  "type": "string"
-}
    • removedInput schema / properties / --filters
      Removed value: -{
-  "description": "Filters as a JSON array: [{\"dim\":\"dest\",\"op\":\"=\",\"value\":\"US\"}]",
-  "type": "string"
-}
    • removedInput schema / properties / --groupBy
      Removed value: -{
-  "description": "Dimensions to group by, comma-separated (e.g. hs6 or hs6,dest)",
-  "type": "string"
-}
    • removedInput schema / properties / --having
      Removed value: -{
-  "description": "HAVING filter over an aggregate measure",
-  "type": "string"
-}
    • removedInput schema / properties / --limit
      Removed value: -{
-  "description": "Max rows per page (1-10000)",
-  "type": "string"
-}
    • removedInput schema / properties / --measures
      Removed value: -{
-  "description": "Measures, comma-separated (e.g. value_usd,shipment_count) — required unless --spec",
-  "type": "string"
-}
    • removedInput schema / properties / --offset
      Removed value: -{
-  "description": "Row offset for paging (requires --orderBy)",
-  "type": "string"
-}
    • removedInput schema / properties / --orderBy
      Removed value: -{
-  "description": "Measure or dimension to sort by (e.g. value_usd)",
-  "type": "string"
-}
    • removedInput schema / properties / --spec
      Removed value: -{
-  "description": "Full AnalyticsQuerySpec JSON (alternative to the flags below; wins if both given). Page the ENTIRE corpus via offset+orderBy — nextActions returns the next-page command: {\"groupBy\":[\"hs6\"],\"measures\":[\"value_usd\",\"shipment_count\"],\"filters\":[{\"dim\":\"dest\",\"op\":\"=\",\"value\":\"CO\"}],\"orderBy\":\"value_usd\",\"descending\":true,\"limit\":1000,\"offset\":0}",
-  "type": "string"
-}
    • removedInput schema / properties / --timeWindow
      Removed value: -{
-  "description": "Time window: trailing-3m|6m|12m, or year-<YYYY> e.g. year-2024",
-  "pattern": "^(trailing-12m|trailing-3m|trailing-6m|year-[0-9]{4})$",
-  "type": "string"
-}
    • addedInput schema / properties / descending
      Added value: +{
+  "description": "Sort descending (flag, no value)",
+  "type": "boolean"
+}
    • addedInput schema / properties / filters
      Added value: +{
+  "anyOf": [
+    {
+      "contentSchema": {
+        "anyOf": [
+          {
+            "items": {
+              "properties": {
+                "dim": {
+                  "minLength": 1,
+                  "type": "string"
+                },
+                "op": {
+                  "minLength": 1,
+                  "type": "string"
+                },
+                "value": {
+                  "anyOf": [
+                    {
+                      "pattern": "\\S",
+                      "type": "string"
+                    },
+                    {
+                      "type": "number"
+                    },
+                    {
+                      "type": "boolean"
+                    },
+                    {
+                      "items": {
+                        "pattern": "^\\S(?:[\\s\\S]*\\S)?$",
+                        "type": "string"
+                      },
+                      "minItems": 1,
+                      "type": "array"
+                    }
+                  ]
+                }
+              },
+              "required": [
+                "dim",
+                "op",
+                "value"
+              ],
+              "type": "object"
+            },
+            "nullable": true,
+            "type": "array"
+          },
+          {
+            "properties": {
+              "dim": {
+                "minLength": 1,
+                "type": "string"
+              },
+              "op": {
+                "minLength": 1,
+                "type": "string"
+              },
+              "value": {
+                "anyOf": [
+                  {
+                    "pattern": "\\S",
+                    "type": "string"
+                  },
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "boolean"
+                  },
+                  {
+                    "items": {
+                      "pattern": "^\\S(?:[\\s\\S]*\\S)?$",
+                      "type": "string"
+                    },
+                    "minItems": 1,
+                    "type": "array"
+                  }
+                ]
+              }
+            },
+            "required": [
+              "dim",
+              "op",
+              "value"
+            ],
+            "type": "object"
+          }
+        ],
+        "nullable": true,
+        "x-rows": [
+          "R135",
+          "R136"
+        ]
+      },
+      "maxLength": 8000,
+      "type": "string"
+    },
+    {
+      "anyOf": [
+        {
+          "items": {
+            "properties": {
+              "dim": {
+                "minLength": 1,
+                "type": "string"
+              },
+              "op": {
+                "minLength": 1,
+                "type": "string"
+              },
+              "value": {
+                "anyOf": [
+                  {
+                    "pattern": "\\S",
+                    "type": "string"
+                  },
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "boolean"
+                  },
+                  {
+                    "items": {
+                      "pattern": "^\\S(?:[\\s\\S]*\\S)?$",
+                      "type": "string"
+                    },
+                    "minItems": 1,
+                    "type": "array"
+                  }
+                ]
+              }
+            },
+            "required": [
+              "dim",
+              "op",
+              "value"
+            ],
+            "type": "object"
+          },
+          "nullable": true,
+          "type": "array"
+        },
+        {
+          "properties": {
+            "dim": {
+              "minLength": 1,
+              "type": "string"
+            },
+            "op": {
+              "minLength": 1,
+              "type": "string"
+            },
+            "value": {
+              "anyOf": [
+                {
+                  "pattern": "\\S",
+                  "type": "string"
+                },
+                {
+                  "type": "number"
+                },
+                {
+                  "type": "boolean"
+                },
+                {
+                  "items": {
+                    "pattern": "^\\S(?:[\\s\\S]*\\S)?$",
+                    "type": "string"
+                  },
+                  "minItems": 1,
+                  "type": "array"
+                }
+              ]
+            }
+          },
+          "required": [
+            "dim",
+            "op",
+            "value"
+          ],
+          "type": "object"
+        }
+      ],
+      "nullable": true,
+      "x-rows": [
+        "R135",
+        "R136"
+      ]
+    }
+  ],
+  "contentSchema": {
+    "anyOf": [
+      {
+        "items": {
+          "properties": {
+            "dim": {
+              "minLength": 1,
+              "type": "string"
+            },
+            "op": {
+              "minLength": 1,
+              "type": "string"
+            },
+            "value": {
+              "anyOf": [
+                {
+                  "pattern": "\\S",
+                  "type": "string"
+                },
+                {
+                  "type": "number"
+                },
+                {
+                  "type": "boolean"
+                },
+                {
+                  "items": {
+                    "pattern": "^\\S(?:[\\s\\S]*\\S)?$",
+                    "type": "string"
+                  },
+                  "minItems": 1,
+                  "type": "array"
+                }
+              ]
+            }
+          },
+          "required": [
+            "dim",
+            "op",
+            "value"
+          ],
+          "type": "object"
+        },
+        "nullable": true,
+        "type": "array"
+      },
+      {
+        "properties": {
+          "dim": {
+            "minLength": 1,
+            "type": "string"
+          },
+          "op": {
+            "minLength": 1,
+            "type": "string"
+          },
+          "value": {
+            "anyOf": [
+              {
+                "pattern": "\\S",
+                "type": "string"
+              },
+              {
+                "type": "number"
+              },
+              {
+                "type": "boolean"
+              },
+              {
+                "items": {
+                  "pattern": "^\\S(?:[\\s\\S]*\\S)?$",
+                  "type": "string"
+                },
+                "minItems": 1,
+                "type": "array"
+              }
+            ]
+          }
+        },
+        "required": [
+          "dim",
+          "op",
+          "value"
+        ],
+        "type": "object"
+      }
+    ],
+    "nullable": true,
+    "x-rows": [
+      "R135",
+      "R136"
+    ]
+  },
+  "description": "Filters as a JSON array: [{\"dim\":\"dest\",\"op\":\"=\",\"value\":\"US\"}]. Valid operators: !=, <, <=, =, >, >=, in, like, not in"
+}
    • addedInput schema / properties / groupBy
      Added value: +{
+  "anyOf": [
+    {
+      "contentSchema": {
+        "items": {
+          "pattern": "\\S",
+          "type": "string"
+        },
+        "maxItems": 11,
+        "type": "array",
+        "x-rows": null
+      },
+      "maxLength": 8000,
+      "type": "string"
+    },
+    {
+      "items": {
+        "pattern": "\\S",
+        "type": "string"
+      },
+      "maxItems": 11,
+      "type": "array",
+      "x-rows": null
+    }
+  ],
+  "contentSchema": {
+    "items": {
+      "pattern": "\\S",
+      "type": "string"
+    },
+    "maxItems": 11,
+    "type": "array",
+    "x-rows": null
+  },
+  "description": "Dimensions as a string array or comma-separated text (e.g. hs6,dest); at most the number of dimensions in analytics catalog"
+}
    • addedInput schema / properties / having
      Added value: +{
+  "description": "HAVING filter over an aggregate measure",
+  "maxLength": 8000,
+  "type": "string"
+}
    • addedInput schema / properties / limit
      Added value: +{
+  "description": "Max rows per page (1-10000)",
+  "maximum": 10000,
+  "minimum": 1,
+  "type": "integer"
+}
    • addedInput schema / properties / measures
      Added value: +{
+  "anyOf": [
+    {
+      "contentSchema": {
+        "items": {
+          "pattern": "\\S",
+          "type": "string"
+        },
+        "maxItems": 7,
+        "minItems": 1,
+        "type": "array",
+        "x-rows": null
+      },
+      "maxLength": 8000,
+      "type": "string"
+    },
+    {
+      "items": {
+        "pattern": "\\S",
+        "type": "string"
+      },
+      "maxItems": 7,
+      "minItems": 1,
+      "type": "array",
+      "x-rows": null
+    }
+  ],
+  "contentSchema": {
+    "items": {
+      "pattern": "\\S",
+      "type": "string"
+    },
+    "maxItems": 7,
+    "minItems": 1,
+    "type": "array",
+    "x-rows": null
+  },
+  "description": "Measures as a string array or comma-separated text (e.g. value_usd,shipment_count); 1 to the number of measures in analytics catalog — required unless --spec"
+}
    • addedInput schema / properties / offset
      Added value: +{
+  "description": "Row offset for paging (minimum 0; requires orderBy)",
+  "minimum": 0,
+  "type": "integer"
+}
    • addedInput schema / properties / orderBy
      Added value: +{
+  "description": "Measure or dimension to sort by (e.g. value_usd)",
+  "maxLength": 8000,
+  "type": "string"
+}
    • addedInput schema / properties / spec
      Added value: +{
+  "anyOf": [
+    {
+      "contentMediaType": "application/json",
+      "contentSchema": {
+        "properties": {
+          "descending": {
+            "nullable": true,
+            "type": "boolean"
+          },
+          "filters": {
+            "items": {
+              "properties": {
+                "dim": {
+                  "minLength": 1,
+                  "type": "string"
+                },
+                "op": {
+                  "minLength": 1,
+                  "type": "string"
+                },
+                "value": {
+                  "anyOf": [
+                    {
+                      "pattern": "\\S",
+                      "type": "string"
+                    },
+                    {
+                      "type": "number"
+                    },
+                    {
+                      "type": "boolean"
+                    },
+                    {
+                      "items": {
+                        "pattern": "^\\S(?:[\\s\\S]*\\S)?$",
+                        "type": "string"
+                      },
+                      "minItems": 1,
+                      "type": "array"
+                    }
+                  ]
+                }
+              },
+              "required": [
+                "dim",
+                "op",
+                "value"
+              ],
+              "type": "object"
+            },
+            "nullable": true,
+            "type": "array"
+          },
+          "groupBy": {
+            "items": {
+              "nullable": true,
+              "type": "string"
+            },
+            "maxItems": 11,
+            "nullable": true,
+            "type": "array"
+          },
+          "having": {
+            "nullable": true,
+            "type": "string"
+          },
+          "limit": {
+            "nullable": true,
+            "type": "integer"
+          },
+          "measures": {
+            "items": {
+              "nullable": true,
+              "type": "string"
+            },
+            "maxItems": 7,
+            "minItems": 1,
+            "type": "array"
+          },
+          "offset": {
+            "nullable": true,
+            "type": "integer"
+          },
+          "orderBy": {
+            "nullable": true,
+            "type": "string"
+          },
+          "timeWindow": {
+            "nullable": true,
+            "type": "string"
+          }
+        },
+        "required": [
+          "measures"
+        ],
+        "type": "object",
+        "x-rows": [
+          "R130",
+          "R131",
+          "R134",
+          "R135",
+          "R136",
+          "R138"
+        ]
+      },
+      "maxLength": 20000,
+      "type": "string"
+    },
+    {
+      "properties": {
+        "descending": {
+          "nullable": true,
+          "type": "boolean"
+        },
+        "filters": {
+          "items": {
+            "properties": {
+              "dim": {
+                "minLength": 1,
+                "type": "string"
+              },
+              "op": {
+                "minLength": 1,
+                "type": "string"
+              },
+              "value": {
+                "anyOf": [
+                  {
+                    "pattern": "\\S",
+                    "type": "string"
+                  },
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "boolean"
+                  },
+                  {
+                    "items": {
+                      "pattern": "^\\S(?:[\\s\\S]*\\S)?$",
+                      "type": "string"
+                    },
+                    "minItems": 1,
+                    "type": "array"
+                  }
+                ]
+              }
+            },
+            "required": [
+              "dim",
+              "op",
+              "value"
+            ],
+            "type": "object"
+          },
+          "nullable": true,
+          "type": "array"
+        },
+        "groupBy": {
+          "items": {
+            "nullable": true,
+            "type": "string"
+          },
+          "maxItems": 11,
+          "nullable": true,
+          "type": "array"
+        },
+        "having": {
+          "nullable": true,
+          "type": "string"
+        },
+        "limit": {
+          "nullable": true,
+          "type": "integer"
+        },
+        "measures": {
+          "items": {
+            "nullable": true,
+            "type": "string"
+          },
+          "maxItems": 7,
+          "minItems": 1,
+          "type": "array"
+        },
+        "offset": {
+          "nullable": true,
+          "type": "integer"
+        },
+        "orderBy": {
+          "nullable": true,
+          "type": "string"
+        },
+        "timeWindow": {
+          "nullable": true,
+          "type": "string"
+        }
+      },
+      "required": [
+        "measures"
+      ],
+      "type": "object",
+      "x-rows": [
+        "R130",
+        "R131",
+        "R134",
+        "R135",
+        "R136",
+        "R138"
+      ]
+    }
+  ],
+  "contentSchema": {
+    "properties": {
+      "descending": {
+        "nullable": true,
+        "type": "boolean"
+      },
+      "filters": {
+        "items": {
+          "properties": {
+            "dim": {
+              "minLength": 1,
+              "type": "string"
+            },
+            "op": {
+              "minLength": 1,
+              "type": "string"
+            },
+            "value": {
+              "anyOf": [
+                {
+                  "pattern": "\\S",
+                  "type": "string"
+                },
+                {
+                  "type": "number"
+                },
+                {
+                  "type": "boolean"
+                },
+                {
+                  "items": {
+                    "pattern": "^\\S(?:[\\s\\S]*\\S)?$",
+                    "type": "string"
+                  },
+                  "minItems": 1,
+                  "type": "array"
+                }
+              ]
+            }
+          },
+          "required": [
+            "dim",
+            "op",
+            "value"
+          ],
+          "type": "object"
+        },
+        "nullable": true,
+        "type": "array"
+      },
+      "groupBy": {
+        "items": {
+          "nullable": true,
+          "type": "string"
+        },
+        "maxItems": 11,
+        "nullable": true,
+        "type": "array"
+      },
+      "having": {
+        "nullable": true,
+        "type": "string"
+      },
+      "limit": {
+        "nullable": true,
+        "type": "integer"
+      },
+      "measures": {
+        "items": {
+          "nullable": true,
+          "type": "string"
+        },
+        "maxItems": 7,
+        "minItems": 1,
+        "type": "array"
+      },
+      "offset": {
+        "nullable": true,
+        "type": "integer"
+      },
+      "orderBy": {
+        "nullable": true,
+        "type": "string"
+      },
+      "timeWindow": {
+        "nullable": true,
+        "type": "string"
+      }
+    },
+    "required": [
+      "measures"
+    ],
+    "type": "object",
+    "x-rows": [
+      "R130",
+      "R131",
+      "R134",
+      "R135",
+      "R136",
+      "R138"
+    ]
+  },
+  "description": "Full AnalyticsQuerySpec JSON (alternative to the flags below; wins if both given). Page the ENTIRE corpus via offset+orderBy — nextActions returns the next-page command: {\"groupBy\":[\"hs6\"],\"measures\":[\"value_usd\",\"shipment_count\"],\"filters\":[{\"dim\":\"dest\",\"op\":\"=\",\"value\":\"CO\"}],\"orderBy\":\"value_usd\",\"descending\":true,\"limit\":1000,\"offset\":0}"
+}
    • addedInput schema / properties / timeWindow
      Added value: +{
+  "description": "Time window: one of trailing-12m, trailing-3m, trailing-6m or year-<YYYY>, e.g. year-2024",
+  "maxLength": 8000,
+  "pattern": "^(trailing-12m|trailing-3m|trailing-6m|trailing_12m|last-12m|12m|trailing_3m|last-3m|3m|trailing_6m|last-6m|6m|[0-9]{4}|year-[0-9]{4})$",
+  "type": "string"
+}
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
+  "$defs": {
+    "value0": {
+      "additionalProperties": false,
+      "properties": {
+        "columns": {
+          "$ref": "#/$defs/value14"
+        },
+        "coverage": {
+          "$ref": "#/$defs/value17"
+        },
+        "exactness": {
+          "$ref": "#/$defs/value20"
+        },
+        "history": {
+          "anyOf": [
+            {
+              "$ref": "#/$defs/value1"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "rowCount": {
+          "type": "integer"
+        },
+        "rows": {
+          "$ref": "#/$defs/value15"
+        },
+        "spec": {
+          "$ref": "#/$defs/value10"
+        },
+        "sql": {
+          "type": "string"
+        },
+        "warnings": {
+          "$ref": "#/$defs/value21"
+        }
+      },
+      "required": [
+        "columns",
+        "coverage",
+        "exactness",
+        "rowCount",
+        "rows",
+        "spec",
+        "sql"
+      ],
+      "type": "object"
+    },
+    "value1": {
+      "additionalProperties": false,
+      "properties": {
+        "action": {
+          "type": "string"
+        },
+        "builtAt": {
+          "format": "date-time",
+          "type": "string"
+        },
+        "correctionsThrough": {
+          "format": "date-time",
+          "type": "string"
+        },
+        "factsThrough": {
+          "format": "date-time",
+          "type": "string"
+        },
+        "reason": {
+          "type": "string"
+        },
+        "scope": {
+          "$ref": "#/$defs/value2"
+        },
+        "state": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "action",
+        "builtAt",
+        "correctionsThrough",
+        "factsThrough",
+        "reason",
+        "scope",
+        "state"
+      ],
+      "type": "object"
+    },
+    "value10": {
+      "additionalProperties": false,
+      "properties": {
+        "descending": {
+          "type": "boolean"
+        },
+        "filters": {
+          "$ref": "#/$defs/value13"
+        },
+        "groupBy": {
+          "$ref": "#/$defs/value11"
+        },
+        "having": {
+          "type": "string"
+        },
+        "limit": {
+          "type": "integer"
+        },
+        "measures": {
+          "$ref": "#/$defs/value12"
+        },
+        "offset": {
+          "type": "integer"
+        },
+        "orderBy": {
+          "type": "string"
+        },
+        "timeWindow": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "measures"
+      ],
+      "type": "object"
+    },
+    "value11": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value12": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value13": {
+      "anyOf": [
+        {
+          "items": {
+            "additionalProperties": false,
+            "properties": {
+              "dim": {
+                "type": "string"
+              },
+              "op": {
+                "type": "string"
+              },
+              "value": {
+                "anyOf": [
+                  {
+                    "type": "string"
+                  },
+                  {
+                    "items": {
+                      "type": "string"
+                    },
+                    "type": "array"
+                  }
+                ]
+              }
+            },
+            "required": [
+              "dim",
+              "op",
+              "value"
+            ],
+            "type": "object"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value14": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value15": {
+      "anyOf": [
+        {
+          "items": {
+            "$ref": "#/$defs/value16"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value16": {
+      "anyOf": [
+        {
+          "additionalProperties": {
+            "type": [
+              "null",
+              "boolean",
+              "number",
+              "string",
+              "array",
+              "object"
+            ]
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value17": {
+      "additionalProperties": false,
+      "properties": {
+        "blindSpot": {
+          "type": "string"
+        },
+        "confidence": {
+          "anyOf": [
+            {
+              "type": "number"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "country": {
+          "$ref": "#/$defs/value18"
+        },
+        "display": {
+          "type": "string"
+        },
+        "period": {
+          "$ref": "#/$defs/value19"
+        },
+        "scope": {
+          "type": "string"
+        },
+        "status": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "confidence",
+        "country",
+        "display",
+        "period",
+        "status"
+      ],
+      "type": "object"
+    },
+    "value18": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value19": {
+      "additionalProperties": false,
+      "properties": {
+        "end": {
+          "type": "string"
+        },
+        "start": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "end",
+        "start"
+      ],
+      "type": "object"
+    },
+    "value2": {
+      "additionalProperties": false,
+      "properties": {
+        "CompanyKeys": {
+          "$ref": "#/$defs/value3"
+        },
+        "Destination": {
+          "type": "string"
+        },
+        "Empty": {
+          "type": "boolean"
+        },
+        "From": {
+          "format": "date-time",
+          "type": "string"
+        },
+        "GroupBy": {
+          "$ref": "#/$defs/value5"
+        },
+        "HS2": {
+          "type": "string"
+        },
+        "HS6": {
+          "type": "string"
+        },
+        "NormalizedNames": {
+          "$ref": "#/$defs/value4"
+        },
+        "Origin": {
+          "type": "string"
+        },
+        "Population": {
+          "type": "string"
+        },
+        "ReportingCountry": {
+          "type": "string"
+        },
+        "RetainedFilters": {
+          "$ref": "#/$defs/value7"
+        },
+        "Role": {
+          "type": "string"
+        },
+        "Source": {
+          "type": "string"
+        },
+        "To": {
+          "format": "date-time",
+          "type": "string"
+        },
+        "Transport": {
+          "type": "string"
+        },
+        "Unsupported": {
+          "$ref": "#/$defs/value6"
+        }
+      },
+      "required": [
+        "CompanyKeys",
+        "Destination",
+        "Empty",
+        "From",
+        "GroupBy",
+        "HS2",
+        "HS6",
+        "NormalizedNames",
+        "Origin",
+        "Population",
+        "ReportingCountry",
+        "RetainedFilters",
+        "Role",
+        "Source",
+        "To",
+        "Transport",
+        "Unsupported"
+      ],
+      "type": "object"
+    },
+    "value20": {
+      "anyOf": [
+        {
+          "additionalProperties": {
+            "type": "string"
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value21": {
+      "anyOf": [
+        {
+          "items": {
+            "$ref": "#/$defs/value22"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value22": {
+      "additionalProperties": false,
+      "properties": {
+        "code": {
+          "type": "string"
+        },
+        "message": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "code",
+        "message"
+      ],
+      "type": "object"
+    },
+    "value23": {
+      "anyOf": [
+        {
+          "items": {
+            "type": [
+              "null",
+              "boolean",
+              "number",
+              "string",
+              "array",
+              "object"
+            ]
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value24": {
+      "anyOf": [
+        {
+          "items": {
+            "$ref": "#/$defs/value25"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value25": {
+      "additionalProperties": false,
+      "properties": {
+        "command": {
+          "type": "string"
+        },
+        "cost": {
+          "type": "string"
+        },
+        "label": {
+          "type": "string"
+        },
+        "rationale": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "command",
+        "cost",
+        "label",
+        "rationale"
+      ],
+      "type": "object"
+    },
+    "value26": {
+      "anyOf": [
+        {
+          "additionalProperties": {
+            "type": "number"
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value27": {
+      "anyOf": [
+        {
+          "items": {
+            "$ref": "#/$defs/value28"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value28": {
+      "additionalProperties": false,
+      "properties": {
+        "code": {
+          "type": "string"
+        },
+        "message": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "code",
+        "message"
+      ],
+      "type": "object"
+    },
+    "value29": {
+      "anyOf": [
+        {
+          "additionalProperties": {
+            "type": [
+              "null",
+              "boolean",
+              "number",
+              "string",
+              "array",
+              "object"
+            ]
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value3": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value4": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value5": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value6": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value7": {
+      "anyOf": [
+        {
+          "items": {
+            "$ref": "#/$defs/value8"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "value8": {
+      "additionalProperties": false,
+      "properties": {
+        "Column": {
+          "type": "string"
+        },
+        "Prefix": {
+          "type": "boolean"
+        },
+        "Values": {
+          "$ref": "#/$defs/value9"
+        }
+      },
+      "required": [
+        "Column",
+        "Prefix",
+        "Values"
+      ],
+      "type": "object"
+    },
+    "value9": {
+      "anyOf": [
+        {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    }
+  },
+  "additionalProperties": false,
+  "properties": {
+    "_debug": {
+      "$ref": "#/$defs/value29"
+    },
+    "correlationId": {
+      "type": "string"
+    },
+    "data": {
+      "additionalProperties": false,
+      "properties": {
+        "context": {
+          "type": [
+            "null",
+            "boolean",
+            "number",
+            "string",
+            "array",
+            "object"
+          ]
+        },
+        "cursor": {
+          "type": "string"
+        },
+        "has_more": {
+          "type": "boolean"
+        },
+        "items": {
+          "anyOf": [
+            {
+              "items": {
+                "$ref": "#/$defs/value0"
+              },
+              "type": "array"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        }
+      },
+      "required": [
+        "context",
+        "has_more",
+        "items"
+      ],
+      "type": "object"
+    },
+    "nextActions": {
+      "$ref": "#/$defs/value24"
+    },
+    "stats": {
+      "$ref": "#/$defs/value26"
+    },
+    "summary": {
+      "type": "string"
+    },
+    "warnings": {
+      "$ref": "#/$defs/value27"
+    }
+  },
+  "required": [
+    "data",
+    "nextActions",
+    "summary"
+  ],
+  "type": "object"
+}
  6. First observed

TDQS

A3.6/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly/idempotent/non-destructive, so the safety profile is covered. The description adds one genuinely useful behavioral fact — results are deduplicated — but says nothing about paging behavior, caps, or cost, which the schema only partially covers (offset requires orderBy).

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, output shape first, usage second, zero filler. Well front-loaded.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Output schema and rich parameter descriptions carry the return-shape and query-syntax burden, and annotations cover safety. The description is nearly complete for this complexity; only routing against the SQL/anomalies siblings is left implicit.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% and the spec/filters/measures/groupBy/timeWindow parameters all carry their own descriptions and examples. The description adds no parameter-level meaning beyond that, so baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb (returns aggregates), the exact metrics (shipment count, value, weight, price per kg, unique buyers/sellers) and the group-by dimensions (HS code, country, company, month, year). An agent can tell this is a general aggregation engine, though it never names a sibling (e.g. analytics__sql) to contrast with.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Use cases are stated (market sizing, rankings, totals), which implies when to reach for it. However, with siblings like analytics__sql, analytics__anomalies, market__growth and market__compare, there is no explicit 'use X instead when...' guidance, so the agent must infer boundaries.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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