Optimize NULL handling
Signed-off-by: Nikolaos Karaolidis <nick@karaolidis.com>
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@@ -158,11 +158,12 @@ func (ch *ClickHouse) toDatatype(value interface{}) string {
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return datatype
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}
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func (ch *ClickHouse) toNullable(pair *orderedmap.Pair[string, string]) string {
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if pair.Key != "host" && pair.Key != ch.TimestampColumn && pair.Key != "measurement" {
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return fmt.Sprintf("Nullable(%s)", pair.Value)
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func (ch *ClickHouse) toNullableDatatype(key string, value interface{}) string {
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datatype := ch.toDatatype(value)
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if key != "host" && key != ch.TimestampColumn && key != "measurement" {
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return fmt.Sprintf("Nullable(%s)", datatype)
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}
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return pair.Value
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return datatype
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}
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func (ch *ClickHouse) pepareMetrics(metrics []telegraf.Metric, metricsData map[string][]map[string]interface{}, columns map[string]*orderedmap.OrderedMap[string, string]) {
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@@ -188,12 +189,12 @@ func (ch *ClickHouse) pepareMetrics(metrics []telegraf.Metric, metricsData map[s
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for _, tag := range metric.TagList() {
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metricEntry[tag.Key] = tag.Value
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columns[tablename].Set(tag.Key, ch.toDatatype(tag.Value))
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columns[tablename].Set(tag.Key, ch.toNullableDatatype(tag.Key, tag.Value))
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}
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for _, field := range metric.FieldList() {
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metricEntry[field.Key] = field.Value
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columns[tablename].Set(field.Key, ch.toDatatype(field.Value))
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columns[tablename].Set(field.Key, ch.toNullableDatatype(field.Key, field.Value))
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}
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metricsData[tablename] = append(metricsData[tablename], metricEntry)
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@@ -203,7 +204,7 @@ func (ch *ClickHouse) pepareMetrics(metrics []telegraf.Metric, metricsData map[s
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func (ch *ClickHouse) generateCreateTable(tablename string, columns *orderedmap.OrderedMap[string, string]) string {
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columnDefs := make([]string, 0, columns.Len())
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for pair := columns.Oldest(); pair != nil; pair = pair.Next() {
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columnDefs = append(columnDefs, fmt.Sprintf("%s %s", quoteIdent(pair.Key), ch.toNullable(pair)))
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columnDefs = append(columnDefs, fmt.Sprintf("%s %s", quoteIdent(pair.Key), pair.Value))
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}
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orderBy := make([]string, 0, 2)
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@@ -230,15 +231,14 @@ func (ch *ClickHouse) generateAlterTable(tablename string, columns *orderedmap.O
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modifyDefs := make([]string, 0, columns.Len())
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for pair := columns.Oldest(); pair != nil; pair = pair.Next() {
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columnType := ch.toNullable(pair)
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alterDefs = append(alterDefs, fmt.Sprintf("ADD COLUMN IF NOT EXISTS %s %s",
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quoteIdent(pair.Key),
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columnType))
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pair.Value))
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modifyDefs = append(modifyDefs, fmt.Sprintf("MODIFY COLUMN IF EXISTS %s %s",
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quoteIdent(pair.Key),
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columnType))
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pair.Value))
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}
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return fmt.Sprintf("ALTER TABLE %s %s, %s",
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@@ -286,7 +286,7 @@ func (ch *ClickHouse) ensureTable(tablename string, columns *orderedmap.OrderedM
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}
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for pair := columns.Oldest(); pair != nil; pair = pair.Next() {
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if _, ok := tableColumns[pair.Key]; !ok || tableColumns[pair.Key] != ch.toNullable(pair) {
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if _, ok := tableColumns[pair.Key]; !ok || tableColumns[pair.Key] != pair.Value {
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_, err = ch.db.Exec(ch.generateAlterTable(tablename, columns))
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if err != nil {
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return err
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