havingFilter

add-having-filter

Filter high-performing regions with sales over 1M after grouping by region

import { VBI, VBIChartBuilder } from '@visactor/vbi'
import { DEMO_CONNECTOR_ID, VSeedRender } from '@components'
import { useEffect, useState } from 'react'

export default () => {
  const [result, setResult] = useState<any>(null)

  useEffect(() => {
    const run = async () => {
      const builder = VBI.chart.create({
        ...{
          "connectorId": "demoSupermarket",
          "chartType": "bar",
          "dimensions": [
            {
              "field": "area",
              "alias": "Region"
            }
          ],
          "measures": [
            {
              "field": "sales",
              "alias": "Sales",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            }
          ],
          "whereFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "havingFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "theme": "light",
          "locale": "en-US",
          "version": 1,
          "limit": 20
        },
        connectorId: DEMO_CONNECTOR_ID,
      })
      const applyBuilder = (builder: VBIChartBuilder) => { builder.havingFilter.add('sales', node => { node.setAggregate({"func":"sum"}).setOperator('gt').setValue(1000000); }); }
      applyBuilder(builder)
      setResult(await builder.buildVSeed())
    }
    run()
  }, [])

  if (!result) return <div>Loading...</div>

  return <VSeedRender vseed={result} />
}

add-multiple-having-filter

Chain multiple Having conditions to filter regions with high sales and high profit

import { VBI, VBIChartBuilder } from '@visactor/vbi'
import { DEMO_CONNECTOR_ID, VSeedRender } from '@components'
import { useEffect, useState } from 'react'

export default () => {
  const [result, setResult] = useState<any>(null)

  useEffect(() => {
    const run = async () => {
      const builder = VBI.chart.create({
        ...{
          "connectorId": "demoSupermarket",
          "chartType": "bar",
          "dimensions": [
            {
              "field": "area",
              "alias": "Region"
            }
          ],
          "measures": [
            {
              "field": "sales",
              "alias": "Sales",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "profit",
              "alias": "Profit",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            }
          ],
          "whereFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "havingFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "theme": "light",
          "locale": "en-US",
          "version": 1,
          "limit": 20
        },
        connectorId: DEMO_CONNECTOR_ID,
      })
      const applyBuilder = (builder: VBIChartBuilder) => { builder.havingFilter.add('sales', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(1000000)).add('profit', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(200000)); }
      applyBuilder(builder)
      setResult(await builder.buildVSeed())
    }
    run()
  }, [])

  if (!result) return <div>Loading...</div>

  return <VSeedRender vseed={result} />
}

clear-having-filter

Clear all Having filter conditions to display full grouped aggregation results

import { VBI, VBIChartBuilder } from '@visactor/vbi'
import { DEMO_CONNECTOR_ID, VSeedRender } from '@components'
import { useEffect, useState } from 'react'

export default () => {
  const [result, setResult] = useState<any>(null)

  useEffect(() => {
    const run = async () => {
      const builder = VBI.chart.create({
        ...{
          "connectorId": "demoSupermarket",
          "chartType": "bar",
          "dimensions": [
            {
              "field": "area",
              "alias": "Region"
            }
          ],
          "measures": [
            {
              "field": "sales",
              "alias": "Sales",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "profit",
              "alias": "Profit",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            }
          ],
          "whereFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "havingFilter": {
            "id": "root",
            "op": "and",
            "conditions": [
              {
                "id": "having-1",
                "field": "sales",
                "op": "gt",
                "value": 1000000,
                "aggregate": {
                  "func": "sum"
                }
              },
              {
                "id": "having-2",
                "field": "profit",
                "op": "gt",
                "value": 200000,
                "aggregate": {
                  "func": "sum"
                }
              }
            ]
          },
          "theme": "light",
          "locale": "en-US",
          "version": 1,
          "limit": 20
        },
        connectorId: DEMO_CONNECTOR_ID,
      })
      const applyBuilder = (builder: VBIChartBuilder) => { builder.havingFilter.clear(); }
      applyBuilder(builder)
      setResult(await builder.buildVSeed())
    }
    run()
  }, [])

  if (!result) return <div>Loading...</div>

  return <VSeedRender vseed={result} />
}

having-array-value-with-in-operator

Having filter with array value that triggers 'in' operator conversion

import { VBI, VBIChartBuilder } from '@visactor/vbi'
import { DEMO_CONNECTOR_ID, VSeedRender } from '@components'
import { useEffect, useState } from 'react'

export default () => {
  const [result, setResult] = useState<any>(null)

  useEffect(() => {
    const run = async () => {
      const builder = VBI.chart.create({
        ...{
          "connectorId": "demoSupermarket",
          "chartType": "bar",
          "dimensions": [
            {
              "field": "area",
              "alias": "Region"
            }
          ],
          "measures": [
            {
              "field": "sales",
              "alias": "Sales",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            }
          ],
          "whereFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "havingFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "theme": "light",
          "locale": "en-US",
          "version": 1,
          "limit": 10
        },
        connectorId: DEMO_CONNECTOR_ID,
      })
      const applyBuilder = (builder: VBIChartBuilder) => {
  builder.havingFilter.add('sales', node => {
    node.setOperator('=').setValue([100, 200, 300]);
  });
}
      applyBuilder(builder)
      setResult(await builder.buildVSeed())
    }
    run()
  }, [])

  if (!result) return <div>Loading...</div>

  return <VSeedRender vseed={result} />
}

having-array-value-with-not-in-operator

Having filter with array value that triggers 'not in' operator conversion

import { VBI, VBIChartBuilder } from '@visactor/vbi'
import { DEMO_CONNECTOR_ID, VSeedRender } from '@components'
import { useEffect, useState } from 'react'

export default () => {
  const [result, setResult] = useState<any>(null)

  useEffect(() => {
    const run = async () => {
      const builder = VBI.chart.create({
        ...{
          "connectorId": "demoSupermarket",
          "chartType": "bar",
          "dimensions": [
            {
              "field": "area",
              "alias": "Region"
            }
          ],
          "measures": [
            {
              "field": "sales",
              "alias": "Sales",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            }
          ],
          "whereFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "havingFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "theme": "light",
          "locale": "en-US",
          "version": 1,
          "limit": 10
        },
        connectorId: DEMO_CONNECTOR_ID,
      })
      const applyBuilder = (builder: VBIChartBuilder) => {
  builder.havingFilter.add('sales', node => {
    node.setOperator('!=').setValue([100, 200]);
  });
}
      applyBuilder(builder)
      setResult(await builder.buildVSeed())
    }
    run()
  }, [])

  if (!result) return <div>Loading...</div>

  return <VSeedRender vseed={result} />
}

having-clear-and-rebuild

Clear existing having conditions and rebuild new group filters, simulating user resetting the filter panel and reconfiguring

import { VBI, VBIChartBuilder } from '@visactor/vbi'
import { DEMO_CONNECTOR_ID, VSeedRender } from '@components'
import { useEffect, useState } from 'react'

export default () => {
  const [result, setResult] = useState<any>(null)

  useEffect(() => {
    const run = async () => {
      const builder = VBI.chart.create({
        ...{
          "connectorId": "demoSupermarket",
          "chartType": "bar",
          "dimensions": [
            {
              "field": "area",
              "alias": "Region"
            }
          ],
          "measures": [
            {
              "field": "sales",
              "alias": "Sales",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "profit",
              "alias": "Profit",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "amount",
              "alias": "Quantity",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            }
          ],
          "whereFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "havingFilter": {
            "id": "root",
            "op": "and",
            "conditions": [
              {
                "id": "old-1",
                "field": "sales",
                "op": "gt",
                "value": 999999,
                "aggregate": {
                  "func": "sum"
                }
              }
            ]
          },
          "theme": "light",
          "locale": "en-US",
          "version": 1,
          "limit": 20
        },
        connectorId: DEMO_CONNECTOR_ID,
      })
      const applyBuilder = (builder: VBIChartBuilder) => { builder.havingFilter.clear(); builder.havingFilter.addGroup('and', g => { g.add('sales', n => n.setAggregate({"func":"sum"}).setOperator('gte').setValue(100000)); g.addGroup('or', sub => { sub.add('profit', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(20000)); sub.add('amount', n => n.setAggregate({"func":"sum"}).setOperator('gte').setValue(50)); }); }); }
      applyBuilder(builder)
      setResult(await builder.buildVSeed())
    }
    run()
  }, [])

  if (!result) return <div>Loading...</div>

  return <VSeedRender vseed={result} />
}

having-deeply-nested-groups

Three-level nested grouping: OR(AND(Sales > 500K, Profit > 50K), AND(Quantity > 100, Avg Discount < 0.3)), simulating complex business filtering

import { VBI, VBIChartBuilder } from '@visactor/vbi'
import { DEMO_CONNECTOR_ID, VSeedRender } from '@components'
import { useEffect, useState } from 'react'

export default () => {
  const [result, setResult] = useState<any>(null)

  useEffect(() => {
    const run = async () => {
      const builder = VBI.chart.create({
        ...{
          "connectorId": "demoSupermarket",
          "chartType": "bar",
          "dimensions": [
            {
              "field": "province",
              "alias": "Province"
            }
          ],
          "measures": [
            {
              "field": "sales",
              "alias": "Sales",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "profit",
              "alias": "Profit",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "amount",
              "alias": "Quantity",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "discount",
              "alias": "Avg Discount",
              "encoding": "yAxis",
              "aggregate": {
                "func": "avg"
              }
            }
          ],
          "whereFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "havingFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "theme": "light",
          "locale": "en-US",
          "version": 1,
          "limit": 10
        },
        connectorId: DEMO_CONNECTOR_ID,
      })
      const applyBuilder = (builder: VBIChartBuilder) => { builder.havingFilter.addGroup('or', root => { root.addGroup('and', g1 => { g1.add('sales', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(500000)); g1.add('profit', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(50000)); }); root.addGroup('and', g2 => { g2.add('amount', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(100)); g2.add('discount', n => n.setAggregate({"func":"avg"}).setOperator('lt').setValue(0.3)); }); }); }
      applyBuilder(builder)
      setResult(await builder.buildVSeed())
    }
    run()
  }, [])

  if (!result) return <div>Loading...</div>

  return <VSeedRender vseed={result} />
}

having-empty-dsl-compose-target

Starting from an empty DSL, use builder to assemble where/having/measures/dimensions, including having conditions combining sum and countDistinct aggregations

import { VBI, VBIChartBuilder } from '@visactor/vbi'
import { DEMO_CONNECTOR_ID, VSeedRender } from '@components'
import { useEffect, useState } from 'react'

export default () => {
  const [result, setResult] = useState<any>(null)

  useEffect(() => {
    const run = async () => {
      const builder = VBI.chart.create({
        ...{
          "connectorId": "demoSupermarket",
          "chartType": "line",
          "dimensions": [],
          "measures": [],
          "whereFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "havingFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "theme": "light",
          "locale": "en-US",
          "version": 1
        },
        connectorId: DEMO_CONNECTOR_ID,
      })
      const applyBuilder = (builder: VBIChartBuilder) => { builder.chartType.changeChartType('table'); builder.theme.setTheme('light'); builder.locale.setLocale('zh-CN'); builder.whereFilter.add('profit', n => n.setOperator('<').setValue(0)); const whereConds = builder.whereFilter.getConditions(); whereConds.get(0).set('id', 'c84825ed-547a-48f0-b4d9-55ebe53aab8c'); builder.havingFilter.clear(); builder.havingFilter.add('profit', n => n.setAggregate({"func":"sum"}).setOperator('lt').setValue(-100000)); builder.havingFilter.add('province', n => n.setAggregate({"func":"countDistinct"}).setOperator('gt').setValue(4)); const havingConds = builder.havingFilter.getConditions(); havingConds.get(0).set('id', 'a6f2f16a-e0fc-4bdc-9729-bbe3a105cfca'); havingConds.get(1).set('id', '01c004d2-4041-40ee-a18b-a18fc0cea416'); builder.measures.add('sales', n => n.setAlias('sales').setEncoding('yAxis').setAggregate({"func":"sum"})); builder.measures.add('country_or_region', n => n.setAlias('country_or_region').setEncoding('yAxis').setAggregate({"func":"count"})); const measures = builder.dsl.get('measures'); measures.get(0).set('id', 'a5ba6c4a-31dc-4b2c-a38f-9f23c2bbe850'); measures.get(1).set('id', '49f3b33d-4ede-436c-8be9-a51619236916'); builder.dimensions.add('area', n => n.setAlias('area')); const dimensions = builder.dsl.get('dimensions'); dimensions.get(0).set('id', 'c3583433-a2cc-4234-85ff-75ae2472b674'); }
      applyBuilder(builder)
      setResult(await builder.buildVSeed())
    }
    run()
  }, [])

  if (!result) return <div>Loading...</div>

  return <VSeedRender vseed={result} />
}

having-field-not-in-measures-and-dimensions

Initialize empty DSL, only add dimension area and measure sales via builder, and use the profit field (SUM(profit) > 100000) in having that does not appear in measures/dimensions

import { VBI, VBIChartBuilder } from '@visactor/vbi'
import { DEMO_CONNECTOR_ID, VSeedRender } from '@components'
import { useEffect, useState } from 'react'

export default () => {
  const [result, setResult] = useState<any>(null)

  useEffect(() => {
    const run = async () => {
      const builder = VBI.chart.create({
        ...{
          "connectorId": "demoSupermarket",
          "chartType": "line",
          "dimensions": [],
          "measures": [],
          "whereFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "havingFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "theme": "light",
          "locale": "en-US",
          "version": 1
        },
        connectorId: DEMO_CONNECTOR_ID,
      })
      const applyBuilder = (builder: VBIChartBuilder) => { builder.chartType.changeChartType('bar'); builder.dimensions.add('area', n => n.setAlias('Region')); builder.measures.add('sales', n => n.setAlias('Sales').setEncoding('yAxis').setAggregate({"func":"sum"})); builder.havingFilter.add('profit', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(100000)); builder.limit.setLimit(20); }
      applyBuilder(builder)
      setResult(await builder.buildVSeed())
    }
    run()
  }, [])

  if (!result) return <div>Loading...</div>

  return <VSeedRender vseed={result} />
}

having-find-and-update

Add having conditions first, then use find to locate and dynamically update thresholds and operators, simulating interactive user filter adjustment

import { VBI, VBIChartBuilder } from '@visactor/vbi'
import { DEMO_CONNECTOR_ID, VSeedRender } from '@components'
import { useEffect, useState } from 'react'

export default () => {
  const [result, setResult] = useState<any>(null)

  useEffect(() => {
    const run = async () => {
      const builder = VBI.chart.create({
        ...{
          "connectorId": "demoSupermarket",
          "chartType": "column",
          "dimensions": [
            {
              "field": "product_type",
              "alias": "Category"
            }
          ],
          "measures": [
            {
              "field": "sales",
              "alias": "Sales",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "profit",
              "alias": "Profit",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            }
          ],
          "whereFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "havingFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "theme": "light",
          "locale": "en-US",
          "version": 1,
          "limit": 20
        },
        connectorId: DEMO_CONNECTOR_ID,
      })
      const applyBuilder = (builder: VBIChartBuilder) => { builder.havingFilter.add('sales', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(100000)).add('profit', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(10000)); const json = builder.havingFilter.toJSON().conditions; const salesId = json[0].id; const profitId = json[1].id; builder.havingFilter.update(salesId, n => { n.setOperator('gte').setValue(500000); }); builder.havingFilter.update(profitId, n => { n.setOperator('gte').setValue(50000); }); }
      applyBuilder(builder)
      setResult(await builder.buildVSeed())
    }
    run()
  }, [])

  if (!result) return <div>Loading...</div>

  return <VSeedRender vseed={result} />
}

having-group-add-to-existing

Append new conditions to an existing having group, simulating a user progressively refining filter rules

import { VBI, VBIChartBuilder } from '@visactor/vbi'
import { DEMO_CONNECTOR_ID, VSeedRender } from '@components'
import { useEffect, useState } from 'react'

export default () => {
  const [result, setResult] = useState<any>(null)

  useEffect(() => {
    const run = async () => {
      const builder = VBI.chart.create({
        ...{
          "connectorId": "demoSupermarket",
          "chartType": "bar",
          "dimensions": [
            {
              "field": "area",
              "alias": "Region"
            }
          ],
          "measures": [
            {
              "field": "sales",
              "alias": "Sales",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "profit",
              "alias": "Profit",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "amount",
              "alias": "Quantity",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            }
          ],
          "whereFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "havingFilter": {
            "id": "root",
            "op": "and",
            "conditions": [
              {
                "id": "group-1",
                "op": "or",
                "conditions": [
                  {
                    "id": "cond-1",
                    "field": "sales",
                    "op": "gt",
                    "value": 500000,
                    "aggregate": {
                      "func": "sum"
                    }
                  }
                ]
              }
            ]
          },
          "theme": "light",
          "locale": "en-US",
          "version": 1,
          "limit": 20
        },
        connectorId: DEMO_CONNECTOR_ID,
      })
      const applyBuilder = (builder: VBIChartBuilder) => { builder.havingFilter.updateGroup('group-1', group => { group.add('profit', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(100000)); group.add('amount', n => n.setAggregate({"func":"sum"}).setOperator('gte').setValue(200)); }); }
      applyBuilder(builder)
      setResult(await builder.buildVSeed())
    }
    run()
  }, [])

  if (!result) return <div>Loading...</div>

  return <VSeedRender vseed={result} />
}

having-group-remove-condition

Remove a specific condition from an existing having group, simulating a user canceling a filter

import { VBI, VBIChartBuilder } from '@visactor/vbi'
import { DEMO_CONNECTOR_ID, VSeedRender } from '@components'
import { useEffect, useState } from 'react'

export default () => {
  const [result, setResult] = useState<any>(null)

  useEffect(() => {
    const run = async () => {
      const builder = VBI.chart.create({
        ...{
          "connectorId": "demoSupermarket",
          "chartType": "column",
          "dimensions": [
            {
              "field": "product_type",
              "alias": "Category"
            }
          ],
          "measures": [
            {
              "field": "sales",
              "alias": "Sales",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "profit",
              "alias": "Profit",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            }
          ],
          "whereFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "havingFilter": {
            "id": "root",
            "op": "and",
            "conditions": [
              {
                "id": "group-1",
                "op": "and",
                "conditions": [
                  {
                    "id": "cond-1",
                    "field": "sales",
                    "op": "gt",
                    "value": 100000,
                    "aggregate": {
                      "func": "sum"
                    }
                  },
                  {
                    "id": "cond-2",
                    "field": "profit",
                    "op": "gt",
                    "value": 10000,
                    "aggregate": {
                      "func": "sum"
                    }
                  }
                ]
              }
            ]
          },
          "theme": "light",
          "locale": "en-US",
          "version": 1,
          "limit": 20
        },
        connectorId: DEMO_CONNECTOR_ID,
      })
      const applyBuilder = (builder: VBIChartBuilder) => { builder.havingFilter.updateGroup('group-1', group => { group.remove('cond-1'); }); }
      applyBuilder(builder)
      setResult(await builder.buildVSeed())
    }
    run()
  }, [])

  if (!result) return <div>Loading...</div>

  return <VSeedRender vseed={result} />
}

having-mix-filters-and-groups

Mix standalone filter conditions with OR groups: Sales > 500K AND (Profit > 100K OR Quantity >= 30)

import { VBI, VBIChartBuilder } from '@visactor/vbi'
import { DEMO_CONNECTOR_ID, VSeedRender } from '@components'
import { useEffect, useState } from 'react'

export default () => {
  const [result, setResult] = useState<any>(null)

  useEffect(() => {
    const run = async () => {
      const builder = VBI.chart.create({
        ...{
          "connectorId": "demoSupermarket",
          "chartType": "bar",
          "dimensions": [
            {
              "field": "area",
              "alias": "Region"
            }
          ],
          "measures": [
            {
              "field": "sales",
              "alias": "Sales",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "profit",
              "alias": "Profit",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "amount",
              "alias": "Quantity",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            }
          ],
          "whereFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "havingFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "theme": "light",
          "locale": "en-US",
          "version": 1,
          "limit": 20
        },
        connectorId: DEMO_CONNECTOR_ID,
      })
      const applyBuilder = (builder: VBIChartBuilder) => { builder.havingFilter.add('sales', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(500000)).addGroup('or', group => { group.add('profit', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(100000)); group.add('amount', n => n.setAggregate({"func":"sum"}).setOperator('gte').setValue(30)); }); }
      applyBuilder(builder)
      setResult(await builder.buildVSeed())
    }
    run()
  }, [])

  if (!result) return <div>Loading...</div>

  return <VSeedRender vseed={result} />
}

having-multi-dimension-aggregate

Group by two dimensions (category and region), filter combinations where avg discount < 20% and total sales > 100K, analyzing high-value low-discount business

import { VBI, VBIChartBuilder } from '@visactor/vbi'
import { DEMO_CONNECTOR_ID, VSeedRender } from '@components'
import { useEffect, useState } from 'react'

export default () => {
  const [result, setResult] = useState<any>(null)

  useEffect(() => {
    const run = async () => {
      const builder = VBI.chart.create({
        ...{
          "connectorId": "demoSupermarket",
          "chartType": "bar",
          "dimensions": [
            {
              "field": "product_type",
              "alias": "Category"
            },
            {
              "field": "area",
              "alias": "Region"
            }
          ],
          "measures": [
            {
              "field": "sales",
              "alias": "Sales",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "discount",
              "alias": "Avg Discount",
              "encoding": "yAxis",
              "aggregate": {
                "func": "avg"
              }
            }
          ],
          "whereFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "havingFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "theme": "light",
          "locale": "en-US",
          "version": 1,
          "limit": 10
        },
        connectorId: DEMO_CONNECTOR_ID,
      })
      const applyBuilder = (builder: VBIChartBuilder) => { builder.havingFilter.addGroup('and', g => { g.add('discount', n => n.setAggregate({"func":"avg"}).setOperator('lt').setValue(0.2)); g.add('sales', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(100000)); }); }
      applyBuilder(builder)
      setResult(await builder.buildVSeed())
    }
    run()
  }, [])

  if (!result) return <div>Loading...</div>

  return <VSeedRender vseed={result} />
}

having-nested-groups

Nested grouping: AND(Sales > 1M, OR(Profit > 200K, Quantity >= 50))

import { VBI, VBIChartBuilder } from '@visactor/vbi'
import { DEMO_CONNECTOR_ID, VSeedRender } from '@components'
import { useEffect, useState } from 'react'

export default () => {
  const [result, setResult] = useState<any>(null)

  useEffect(() => {
    const run = async () => {
      const builder = VBI.chart.create({
        ...{
          "connectorId": "demoSupermarket",
          "chartType": "bar",
          "dimensions": [
            {
              "field": "area",
              "alias": "Region"
            }
          ],
          "measures": [
            {
              "field": "sales",
              "alias": "Sales",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "profit",
              "alias": "Profit",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "amount",
              "alias": "Quantity",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            }
          ],
          "whereFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "havingFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "theme": "light",
          "locale": "en-US",
          "version": 1,
          "limit": 20
        },
        connectorId: DEMO_CONNECTOR_ID,
      })
      const applyBuilder = (builder: VBIChartBuilder) => { builder.havingFilter.addGroup('and', outer => { outer.add('sales', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(1000000)); outer.addGroup('or', inner => { inner.add('profit', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(200000)); inner.add('amount', n => n.setAggregate({"func":"sum"}).setOperator('gte').setValue(50)); }); }); }
      applyBuilder(builder)
      setResult(await builder.buildVSeed())
    }
    run()
  }, [])

  if (!result) return <div>Loading...</div>

  return <VSeedRender vseed={result} />
}

having-or-group

Use OR grouping to filter regions with high sales or high profit

import { VBI, VBIChartBuilder } from '@visactor/vbi'
import { DEMO_CONNECTOR_ID, VSeedRender } from '@components'
import { useEffect, useState } from 'react'

export default () => {
  const [result, setResult] = useState<any>(null)

  useEffect(() => {
    const run = async () => {
      const builder = VBI.chart.create({
        ...{
          "connectorId": "demoSupermarket",
          "chartType": "bar",
          "dimensions": [
            {
              "field": "area",
              "alias": "Region"
            }
          ],
          "measures": [
            {
              "field": "sales",
              "alias": "Sales",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "profit",
              "alias": "Profit",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            }
          ],
          "whereFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "havingFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "theme": "light",
          "locale": "en-US",
          "version": 1,
          "limit": 20
        },
        connectorId: DEMO_CONNECTOR_ID,
      })
      const applyBuilder = (builder: VBIChartBuilder) => { builder.havingFilter.addGroup('or', group => { group.add('sales', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(1000000)); group.add('profit', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(200000)); }); }
      applyBuilder(builder)
      setResult(await builder.buildVSeed())
    }
    run()
  }, [])

  if (!result) return <div>Loading...</div>

  return <VSeedRender vseed={result} />
}

having-scatter-profit-analysis

Scatter chart analysis: Group by category to filter categories with high profit rate and transaction count > 20, identifying high-quality business

import { VBI, VBIChartBuilder } from '@visactor/vbi'
import { DEMO_CONNECTOR_ID, VSeedRender } from '@components'
import { useEffect, useState } from 'react'

export default () => {
  const [result, setResult] = useState<any>(null)

  useEffect(() => {
    const run = async () => {
      const builder = VBI.chart.create({
        ...{
          "connectorId": "demoSupermarket",
          "chartType": "scatter",
          "dimensions": [
            {
              "field": "product_sub_type",
              "alias": "Sub-Category"
            }
          ],
          "measures": [
            {
              "field": "sales",
              "alias": "Sales",
              "encoding": "xAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "profit",
              "alias": "Profit",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "amount",
              "alias": "Quantity",
              "encoding": "size",
              "aggregate": {
                "func": "sum"
              }
            }
          ],
          "whereFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "havingFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "theme": "light",
          "locale": "en-US",
          "version": 1,
          "limit": 10
        },
        connectorId: DEMO_CONNECTOR_ID,
      })
      const applyBuilder = (builder: VBIChartBuilder) => { builder.havingFilter.addGroup('and', g => { g.add('profit', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(0)); g.add('amount', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(20)); g.add('sales', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(10000)); }); }
      applyBuilder(builder)
      setResult(await builder.buildVSeed())
    }
    run()
  }, [])

  if (!result) return <div>Loading...</div>

  return <VSeedRender vseed={result} />
}

having-update-group-operator

Update the logical operator of an existing Having group from AND to OR

import { VBI, VBIChartBuilder } from '@visactor/vbi'
import { DEMO_CONNECTOR_ID, VSeedRender } from '@components'
import { useEffect, useState } from 'react'

export default () => {
  const [result, setResult] = useState<any>(null)

  useEffect(() => {
    const run = async () => {
      const builder = VBI.chart.create({
        ...{
          "connectorId": "demoSupermarket",
          "chartType": "bar",
          "dimensions": [
            {
              "field": "area",
              "alias": "Region"
            }
          ],
          "measures": [
            {
              "field": "sales",
              "alias": "Sales",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "profit",
              "alias": "Profit",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            }
          ],
          "whereFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "havingFilter": {
            "id": "root",
            "op": "and",
            "conditions": [
              {
                "id": "group-1",
                "op": "and",
                "conditions": [
                  {
                    "id": "cond-1",
                    "field": "sales",
                    "op": "gt",
                    "value": 1000000,
                    "aggregate": {
                      "func": "sum"
                    }
                  },
                  {
                    "id": "cond-2",
                    "field": "profit",
                    "op": "gt",
                    "value": 200000,
                    "aggregate": {
                      "func": "sum"
                    }
                  }
                ]
              }
            ]
          },
          "theme": "light",
          "locale": "en-US",
          "version": 1,
          "limit": 20
        },
        connectorId: DEMO_CONNECTOR_ID,
      })
      const applyBuilder = (builder: VBIChartBuilder) => { builder.havingFilter.updateGroup('group-1', group => { group.setOperator('or'); }); }
      applyBuilder(builder)
      setResult(await builder.buildVSeed())
    }
    run()
  }, [])

  if (!result) return <div>Loading...</div>

  return <VSeedRender vseed={result} />
}

having-with-where-combined

Combined where and having filtering: first filter office products category with where, then filter provinces with sales > 50K or profit > 10K with having

import { VBI, VBIChartBuilder } from '@visactor/vbi'
import { DEMO_CONNECTOR_ID, VSeedRender } from '@components'
import { useEffect, useState } from 'react'

export default () => {
  const [result, setResult] = useState<any>(null)

  useEffect(() => {
    const run = async () => {
      const builder = VBI.chart.create({
        ...{
          "connectorId": "demoSupermarket",
          "chartType": "column",
          "dimensions": [
            {
              "field": "province",
              "alias": "Province"
            }
          ],
          "measures": [
            {
              "field": "sales",
              "alias": "Sales",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "profit",
              "alias": "Profit",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            }
          ],
          "whereFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "havingFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "theme": "light",
          "locale": "en-US",
          "version": 1,
          "limit": 10
        },
        connectorId: DEMO_CONNECTOR_ID,
      })
      const applyBuilder = (builder: VBIChartBuilder) => { builder.whereFilter.add('product_type', n => n.setOperator('=').setValue('办公用品')); builder.havingFilter.addGroup('or', g => { g.add('sales', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(50000)); g.add('profit', n => n.setAggregate({"func":"sum"}).setOperator('gt').setValue(10000)); }); }
      applyBuilder(builder)
      setResult(await builder.buildVSeed())
    }
    run()
  }, [])

  if (!result) return <div>Loading...</div>

  return <VSeedRender vseed={result} />
}

remove-having-filter

Remove redundant Having filter conditions, keeping only the profit filter

import { VBI, VBIChartBuilder } from '@visactor/vbi'
import { DEMO_CONNECTOR_ID, VSeedRender } from '@components'
import { useEffect, useState } from 'react'

export default () => {
  const [result, setResult] = useState<any>(null)

  useEffect(() => {
    const run = async () => {
      const builder = VBI.chart.create({
        ...{
          "connectorId": "demoSupermarket",
          "chartType": "bar",
          "dimensions": [
            {
              "field": "area",
              "alias": "Region"
            }
          ],
          "measures": [
            {
              "field": "sales",
              "alias": "Sales",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            },
            {
              "field": "profit",
              "alias": "Profit",
              "encoding": "yAxis",
              "aggregate": {
                "func": "sum"
              }
            }
          ],
          "whereFilter": {
            "id": "root",
            "op": "and",
            "conditions": []
          },
          "havingFilter": {
            "id": "root",
            "op": "and",
            "conditions": [
              {
                "id": "having-1",
                "field": "sales",
                "op": "gt",
                "value": 1000000,
                "aggregate": {
                  "func": "sum"
                }
              },
              {
                "id": "having-2",
                "field": "profit",
                "op": "gt",
                "value": 200000,
                "aggregate": {
                  "func": "sum"
                }
              }
            ]
          },
          "theme": "light",
          "locale": "en-US",
          "version": 1,
          "limit": 20
        },
        connectorId: DEMO_CONNECTOR_ID,
      })
      const applyBuilder = (builder: VBIChartBuilder) => { builder.havingFilter.remove('having-1'); }
      applyBuilder(builder)
      setResult(await builder.buildVSeed())
    }
    run()
  }, [])

  if (!result) return <div>Loading...</div>

  return <VSeedRender vseed={result} />
}

#havingFilter

#add-having-filter

#add-multiple-having-filter

#clear-having-filter

#having-array-value-with-in-operator

#having-array-value-with-not-in-operator

#having-clear-and-rebuild

#having-deeply-nested-groups

#having-empty-dsl-compose-target

#having-field-not-in-measures-and-dimensions

#having-find-and-update

#having-group-add-to-existing

#having-group-remove-condition

#having-mix-filters-and-groups

#having-multi-dimension-aggregate

#having-nested-groups

#having-or-group

#having-scatter-profit-analysis

#having-update-group-operator

#having-with-where-combined

#remove-having-filter