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♻️ Refactor av data structure
This commit is contained in:
Daniel
parent
2f99364071
commit
bd95fdc5d7
8 changed files with 724 additions and 582 deletions
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@ -18,8 +18,6 @@ package av
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import (
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"github.com/88250/lute/ast"
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"math"
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"sort"
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)
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type ColumnType string
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@ -65,471 +63,3 @@ func NewColumn(name string, columnType ColumnType) *Column {
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Type: columnType,
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}
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}
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type ColumnCalc struct {
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Column string `json:"column"`
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Operator CalcOperator `json:"operator"`
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Result *Value `json:"result"`
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}
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type CalcOperator string
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const (
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CalcOperatorNone CalcOperator = ""
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CalcOperatorCountAll CalcOperator = "Count all"
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CalcOperatorCountValues CalcOperator = "Count values"
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CalcOperatorCountUniqueValues CalcOperator = "Count unique values"
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CalcOperatorCountEmpty CalcOperator = "Count empty"
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CalcOperatorCountNotEmpty CalcOperator = "Count not empty"
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CalcOperatorPercentEmpty CalcOperator = "Percent empty"
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CalcOperatorPercentNotEmpty CalcOperator = "Percent not empty"
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CalcOperatorSum CalcOperator = "Sum"
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CalcOperatorAverage CalcOperator = "Average"
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CalcOperatorMedian CalcOperator = "Median"
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CalcOperatorMin CalcOperator = "Min"
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CalcOperatorMax CalcOperator = "Max"
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CalcOperatorRange CalcOperator = "Range"
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CalcOperatorEarliest CalcOperator = "Earliest"
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CalcOperatorLatest CalcOperator = "Latest"
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)
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func (av *AttributeView) CalcCols() {
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for i, col := range av.Columns {
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if nil == col.Calc {
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continue
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}
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if CalcOperatorNone == col.Calc.Operator {
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continue
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}
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switch col.Type {
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case ColumnTypeText:
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av.calcColText(col, i)
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case ColumnTypeNumber:
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av.calcColNumber(col, i)
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case ColumnTypeDate:
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av.calcColDate(col, i)
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case ColumnTypeSelect:
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av.calcColSelect(col, i)
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case ColumnTypeMSelect:
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av.calcColMSelect(col, i)
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}
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}
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}
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func (av *AttributeView) calcColMSelect(col *Column, colIndex int) {
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switch col.Calc.Operator {
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case CalcOperatorCountAll:
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(len(av.Rows))}}
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case CalcOperatorCountValues:
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countValues := 0
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.MSelect && 0 < len(row.Cells[colIndex].Value.MSelect) {
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countValues += len(row.Cells[colIndex].Value.MSelect)
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countValues)}}
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case CalcOperatorCountUniqueValues:
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countUniqueValues := 0
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uniqueValues := map[string]bool{}
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.MSelect && 0 < len(row.Cells[colIndex].Value.MSelect) {
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for _, sel := range row.Cells[colIndex].Value.MSelect {
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if _, ok := uniqueValues[sel.Content]; !ok {
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uniqueValues[sel.Content] = true
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countUniqueValues++
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}
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}
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countUniqueValues)}}
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case CalcOperatorCountEmpty:
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countEmpty := 0
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for _, row := range av.Rows {
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if nil == row.Cells[colIndex] || nil == row.Cells[colIndex].Value || nil == row.Cells[colIndex].Value.MSelect || 0 == len(row.Cells[colIndex].Value.MSelect) {
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countEmpty++
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countEmpty)}}
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case CalcOperatorCountNotEmpty:
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countNotEmpty := 0
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.MSelect && 0 < len(row.Cells[colIndex].Value.MSelect) {
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countNotEmpty++
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countNotEmpty)}}
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case CalcOperatorPercentEmpty:
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countEmpty := 0
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for _, row := range av.Rows {
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if nil == row.Cells[colIndex] || nil == row.Cells[colIndex].Value || nil == row.Cells[colIndex].Value.MSelect || 0 == len(row.Cells[colIndex].Value.MSelect) {
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countEmpty++
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countEmpty) / float64(len(av.Rows))}}
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case CalcOperatorPercentNotEmpty:
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countNotEmpty := 0
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.MSelect && 0 < len(row.Cells[colIndex].Value.MSelect) {
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countNotEmpty++
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countNotEmpty) / float64(len(av.Rows))}}
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}
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}
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func (av *AttributeView) calcColSelect(col *Column, colIndex int) {
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switch col.Calc.Operator {
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case CalcOperatorCountAll:
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(len(av.Rows))}}
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case CalcOperatorCountValues:
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countValues := 0
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.MSelect && 0 < len(row.Cells[colIndex].Value.MSelect) && nil != row.Cells[colIndex].Value.MSelect[0] && "" != row.Cells[colIndex].Value.MSelect[0].Content {
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countValues++
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countValues)}}
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case CalcOperatorCountUniqueValues:
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countUniqueValues := 0
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uniqueValues := map[string]bool{}
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.MSelect && 0 < len(row.Cells[colIndex].Value.MSelect) && nil != row.Cells[colIndex].Value.MSelect[0] && "" != row.Cells[colIndex].Value.MSelect[0].Content {
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uniqueValues[row.Cells[colIndex].Value.MSelect[0].Content] = true
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countUniqueValues++
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countUniqueValues)}}
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case CalcOperatorCountEmpty:
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countEmpty := 0
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for _, row := range av.Rows {
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if nil == row.Cells[colIndex] || nil == row.Cells[colIndex].Value || nil == row.Cells[colIndex].Value.MSelect || 1 > len(row.Cells[colIndex].Value.MSelect) || nil == row.Cells[colIndex].Value.MSelect[0] || "" == row.Cells[colIndex].Value.MSelect[0].Content {
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countEmpty++
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countEmpty)}}
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case CalcOperatorCountNotEmpty:
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countNotEmpty := 0
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.MSelect && 0 < len(row.Cells[colIndex].Value.MSelect) && nil != row.Cells[colIndex].Value.MSelect[0] && "" != row.Cells[colIndex].Value.MSelect[0].Content {
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countNotEmpty++
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countNotEmpty)}}
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case CalcOperatorPercentEmpty:
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countEmpty := 0
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for _, row := range av.Rows {
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if nil == row.Cells[colIndex] || nil == row.Cells[colIndex].Value || nil == row.Cells[colIndex].Value.MSelect || 1 > len(row.Cells[colIndex].Value.MSelect) || nil == row.Cells[colIndex].Value.MSelect[0] || "" == row.Cells[colIndex].Value.MSelect[0].Content {
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countEmpty++
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countEmpty) / float64(len(av.Rows))}}
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case CalcOperatorPercentNotEmpty:
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countNotEmpty := 0
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.MSelect && 0 < len(row.Cells[colIndex].Value.MSelect) && nil != row.Cells[colIndex].Value.MSelect[0] && "" != row.Cells[colIndex].Value.MSelect[0].Content {
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countNotEmpty++
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countNotEmpty) / float64(len(av.Rows))}}
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}
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}
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func (av *AttributeView) calcColDate(col *Column, colIndex int) {
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switch col.Calc.Operator {
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case CalcOperatorCountAll:
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(len(av.Rows))}}
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case CalcOperatorCountValues:
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countValues := 0
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.Date && 0 != row.Cells[colIndex].Value.Date.Content {
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countValues++
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countValues)}}
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case CalcOperatorCountUniqueValues:
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countUniqueValues := 0
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uniqueValues := map[int64]bool{}
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.Date && 0 != row.Cells[colIndex].Value.Date.Content {
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if _, ok := uniqueValues[row.Cells[colIndex].Value.Date.Content]; !ok {
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countUniqueValues++
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uniqueValues[row.Cells[colIndex].Value.Date.Content] = true
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}
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countUniqueValues)}}
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case CalcOperatorCountEmpty:
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countEmpty := 0
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for _, row := range av.Rows {
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if nil == row.Cells[colIndex] || nil == row.Cells[colIndex].Value || nil == row.Cells[colIndex].Value.Date || 0 == row.Cells[colIndex].Value.Date.Content {
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countEmpty++
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countEmpty)}}
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case CalcOperatorCountNotEmpty:
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countNotEmpty := 0
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.Date && 0 != row.Cells[colIndex].Value.Date.Content {
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countNotEmpty++
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countNotEmpty)}}
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case CalcOperatorPercentEmpty:
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countEmpty := 0
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for _, row := range av.Rows {
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if nil == row.Cells[colIndex] || nil == row.Cells[colIndex].Value || nil == row.Cells[colIndex].Value.Date || 0 == row.Cells[colIndex].Value.Date.Content {
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countEmpty++
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countEmpty) / float64(len(av.Rows))}}
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case CalcOperatorPercentNotEmpty:
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countNotEmpty := 0
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.Date && 0 != row.Cells[colIndex].Value.Date.Content {
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countNotEmpty++
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countNotEmpty) / float64(len(av.Rows))}}
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case CalcOperatorEarliest:
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earliest := int64(0)
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.Date && 0 != row.Cells[colIndex].Value.Date.Content {
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if 0 == earliest || earliest > row.Cells[colIndex].Value.Date.Content {
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earliest = row.Cells[colIndex].Value.Date.Content
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}
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}
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}
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if 0 != earliest {
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col.Calc.Result = &Value{Date: &ValueDate{Content: earliest}}
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}
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case CalcOperatorLatest:
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latest := int64(0)
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.Date && 0 != row.Cells[colIndex].Value.Date.Content {
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if 0 == latest || latest < row.Cells[colIndex].Value.Date.Content {
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latest = row.Cells[colIndex].Value.Date.Content
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}
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}
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}
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if 0 != latest {
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col.Calc.Result = &Value{Date: &ValueDate{Content: latest}}
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}
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case CalcOperatorRange:
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earliest := int64(0)
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latest := int64(0)
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.Date && 0 != row.Cells[colIndex].Value.Date.Content {
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if 0 == earliest || earliest > row.Cells[colIndex].Value.Date.Content {
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earliest = row.Cells[colIndex].Value.Date.Content
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}
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if 0 == latest || latest < row.Cells[colIndex].Value.Date.Content {
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latest = row.Cells[colIndex].Value.Date.Content
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}
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}
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}
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if 0 != earliest && 0 != latest {
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col.Calc.Result = &Value{Date: &ValueDate{Content: latest - earliest}}
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}
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}
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}
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func (av *AttributeView) calcColNumber(col *Column, colIndex int) {
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switch col.Calc.Operator {
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case CalcOperatorCountAll:
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(len(av.Rows))}}
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case CalcOperatorCountValues:
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countValues := 0
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.Number {
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countValues++
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countValues)}}
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case CalcOperatorCountUniqueValues:
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countUniqueValues := 0
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uniqueValues := map[float64]bool{}
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.Number && row.Cells[colIndex].Value.Number.IsNotEmpty {
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if !uniqueValues[row.Cells[colIndex].Value.Number.Content] {
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uniqueValues[row.Cells[colIndex].Value.Number.Content] = true
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countUniqueValues++
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}
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countUniqueValues)}}
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case CalcOperatorCountEmpty:
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countEmpty := 0
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for _, row := range av.Rows {
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if nil == row.Cells[colIndex] || nil == row.Cells[colIndex].Value || nil == row.Cells[colIndex].Value.Number && !row.Cells[colIndex].Value.Number.IsNotEmpty {
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countEmpty++
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countEmpty)}}
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case CalcOperatorCountNotEmpty:
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countNotEmpty := 0
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.Number && row.Cells[colIndex].Value.Number.IsNotEmpty {
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countNotEmpty++
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countNotEmpty)}}
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case CalcOperatorPercentEmpty:
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countEmpty := 0
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for _, row := range av.Rows {
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if nil == row.Cells[colIndex] || nil == row.Cells[colIndex].Value || nil == row.Cells[colIndex].Value.Number && !row.Cells[colIndex].Value.Number.IsNotEmpty {
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countEmpty++
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countEmpty) / float64(len(av.Rows))}}
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case CalcOperatorPercentNotEmpty:
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countNotEmpty := 0
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.Number && row.Cells[colIndex].Value.Number.IsNotEmpty {
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countNotEmpty++
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countNotEmpty) / float64(len(av.Rows))}}
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case CalcOperatorSum:
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sum := 0.0
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.Number && row.Cells[colIndex].Value.Number.IsNotEmpty {
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sum += row.Cells[colIndex].Value.Number.Content
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: sum}}
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case CalcOperatorAverage:
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sum := 0.0
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count := 0
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.Number && row.Cells[colIndex].Value.Number.IsNotEmpty {
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sum += row.Cells[colIndex].Value.Number.Content
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count++
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}
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}
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col.Calc.Result = &Value{Number: &ValueNumber{Content: sum / float64(count)}}
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case CalcOperatorMedian:
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values := []float64{}
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.Number && row.Cells[colIndex].Value.Number.IsNotEmpty {
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values = append(values, row.Cells[colIndex].Value.Number.Content)
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}
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}
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sort.Float64s(values)
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if len(values) > 0 {
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if len(values)%2 == 0 {
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col.Calc.Result = &Value{Number: &ValueNumber{Content: (values[len(values)/2-1] + values[len(values)/2]) / 2}}
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} else {
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col.Calc.Result = &Value{Number: &ValueNumber{Content: values[len(values)/2]}}
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}
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} else {
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col.Calc.Result = &Value{Number: &ValueNumber{IsNotEmpty: false}}
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}
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case CalcOperatorMin:
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min := math.MaxFloat64
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for _, row := range av.Rows {
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if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.Number && row.Cells[colIndex].Value.Number.IsNotEmpty {
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if row.Cells[colIndex].Value.Number.Content < min {
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min = row.Cells[colIndex].Value.Number.Content
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}
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}
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}
|
||||
if math.MaxFloat64 != min {
|
||||
col.Calc.Result = &Value{Number: &ValueNumber{Content: min}}
|
||||
} else {
|
||||
col.Calc.Result = &Value{Number: &ValueNumber{IsNotEmpty: false}}
|
||||
}
|
||||
case CalcOperatorMax:
|
||||
max := -math.MaxFloat64
|
||||
for _, row := range av.Rows {
|
||||
if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.Number && row.Cells[colIndex].Value.Number.IsNotEmpty {
|
||||
if row.Cells[colIndex].Value.Number.Content > max {
|
||||
max = row.Cells[colIndex].Value.Number.Content
|
||||
}
|
||||
}
|
||||
}
|
||||
if -math.MaxFloat64 != max {
|
||||
col.Calc.Result = &Value{Number: &ValueNumber{Content: max}}
|
||||
} else {
|
||||
col.Calc.Result = &Value{Number: &ValueNumber{IsNotEmpty: false}}
|
||||
}
|
||||
case CalcOperatorRange:
|
||||
min := math.MaxFloat64
|
||||
max := -math.MaxFloat64
|
||||
for _, row := range av.Rows {
|
||||
if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.Number && row.Cells[colIndex].Value.Number.IsNotEmpty {
|
||||
if row.Cells[colIndex].Value.Number.Content < min {
|
||||
min = row.Cells[colIndex].Value.Number.Content
|
||||
}
|
||||
if row.Cells[colIndex].Value.Number.Content > max {
|
||||
max = row.Cells[colIndex].Value.Number.Content
|
||||
}
|
||||
}
|
||||
}
|
||||
if math.MaxFloat64 != min && -math.MaxFloat64 != max {
|
||||
col.Calc.Result = &Value{Number: &ValueNumber{Content: max - min}}
|
||||
} else {
|
||||
col.Calc.Result = &Value{Number: &ValueNumber{IsNotEmpty: false}}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
func (av *AttributeView) calcColText(col *Column, colIndex int) {
|
||||
switch col.Calc.Operator {
|
||||
case CalcOperatorCountAll:
|
||||
col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(len(av.Rows))}}
|
||||
case CalcOperatorCountValues:
|
||||
countValues := 0
|
||||
for _, row := range av.Rows {
|
||||
if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.Text && "" != row.Cells[colIndex].Value.Text.Content {
|
||||
countValues++
|
||||
}
|
||||
}
|
||||
col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countValues)}}
|
||||
case CalcOperatorCountUniqueValues:
|
||||
countUniqueValues := 0
|
||||
uniqueValues := map[string]bool{}
|
||||
for _, row := range av.Rows {
|
||||
if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.Text && "" != row.Cells[colIndex].Value.Text.Content {
|
||||
if !uniqueValues[row.Cells[colIndex].Value.Text.Content] {
|
||||
uniqueValues[row.Cells[colIndex].Value.Text.Content] = true
|
||||
countUniqueValues++
|
||||
}
|
||||
}
|
||||
}
|
||||
col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countUniqueValues)}}
|
||||
case CalcOperatorCountEmpty:
|
||||
countEmpty := 0
|
||||
for _, row := range av.Rows {
|
||||
if nil == row.Cells[colIndex] || nil == row.Cells[colIndex].Value || nil == row.Cells[colIndex].Value.Text || "" == row.Cells[colIndex].Value.Text.Content {
|
||||
countEmpty++
|
||||
}
|
||||
}
|
||||
col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countEmpty)}}
|
||||
case CalcOperatorCountNotEmpty:
|
||||
countNotEmpty := 0
|
||||
for _, row := range av.Rows {
|
||||
if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.Text && "" != row.Cells[colIndex].Value.Text.Content {
|
||||
countNotEmpty++
|
||||
}
|
||||
}
|
||||
col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countNotEmpty)}}
|
||||
case CalcOperatorPercentEmpty:
|
||||
countEmpty := 0
|
||||
for _, row := range av.Rows {
|
||||
if nil == row.Cells[colIndex] || nil == row.Cells[colIndex].Value || nil == row.Cells[colIndex].Value.Text || "" == row.Cells[colIndex].Value.Text.Content {
|
||||
countEmpty++
|
||||
}
|
||||
}
|
||||
col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countEmpty) / float64(len(av.Rows))}}
|
||||
case CalcOperatorPercentNotEmpty:
|
||||
countNotEmpty := 0
|
||||
for _, row := range av.Rows {
|
||||
if nil != row.Cells[colIndex] && nil != row.Cells[colIndex].Value && nil != row.Cells[colIndex].Value.Text && "" != row.Cells[colIndex].Value.Text.Content {
|
||||
countNotEmpty++
|
||||
}
|
||||
}
|
||||
col.Calc.Result = &Value{Number: &ValueNumber{Content: float64(countNotEmpty) / float64(len(av.Rows))}}
|
||||
}
|
||||
}
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue