问题
我编写了一个应用程序,将bigquery中的数据同步到mysql数据库中。我尝试每3小时批量插入大约10-20K行(每批最多10个项目)。出于某种原因,当它试图将这些行升迁到mysql中时,会收到以下错误:
不能创建超过max_-prepared_-stmt_-count个语句:
错误1461:无法创建超过max-prepared-stmt-count个语句
(当前值:2000)
我的“相关代码”
// ProcessProjectSkuCost receives the given sku cost entries and sends them in batches to upsertProjectSkuCosts()
func ProcessProjectSkuCost(done <-chan bigquery.SkuCost) {
var skuCosts []bigquery.SkuCost
var rowsAffected int64
for skuCostRow := range done {
skuCosts = append(skuCosts, skuCostRow)
if len(skuCosts) == 10 {
rowsAffected += upsertProjectSkuCosts(skuCosts)
skuCosts = []bigquery.SkuCost{}
}
}
if len(skuCosts) > 0 {
rowsAffected += upsertProjectSkuCosts(skuCosts)
}
log.Infof("Completed upserting project sku costs. Affected rows: '%d'", rowsAffected)
}
// upsertProjectSkuCosts inserts or updates ProjectSkuCosts into SQL in batches
func upsertProjectSkuCosts(skuCosts []bigquery.SkuCost) int64 {
// properties are table fields
tableFields := []string{"project_name", "sku_id", "sku_description", "usage_start_time", "usage_end_time",
"cost", "currency", "usage_amount", "usage_unit", "usage_amount_in_pricing_units", "usage_pricing_unit",
"invoice_month"}
tableFieldString := fmt.Sprintf("(%s)", strings.Join(tableFields, ","))
// placeholderstring for all to be inserted values
placeholderString := createPlaceholderString(tableFields)
valuePlaceholderString := ""
values := []interface{}{}
for _, row := range skuCosts {
valuePlaceholderString += fmt.Sprintf("(%s),", placeholderString)
values = append(values, row.ProjectName, row.SkuID, row.SkuDescription, row.UsageStartTime,
row.UsageEndTime, row.Cost, row.Currency, row.UsageAmount, row.UsageUnit,
row.UsageAmountInPricingUnits, row.UsagePricingUnit, row.InvoiceMonth)
}
valuePlaceholderString = strings.TrimSuffix(valuePlaceholderString, ",")
// put together SQL string
sqlString := fmt.Sprintf(`INSERT INTO
project_sku_cost %s VALUES %s ON DUPLICATE KEY UPDATE invoice_month=invoice_month`, tableFieldString, valuePlaceholderString)
sqlString = strings.TrimSpace(sqlString)
stmt, err := db.Prepare(sqlString)
if err != nil {
log.Warn("Error while preparing SQL statement to upsert project sku costs. ", err)
return 0
}
// execute query
res, err := stmt.Exec(values...)
if err != nil {
log.Warn("Error while executing statement to upsert project sku costs. ", err)
return 0
}
rowsAffected, err := res.RowsAffected()
if err != nil {
log.Warn("Error while trying to access affected rows ", err)
return 0
}
return rowsAffected
}
// createPlaceholderString creates a string which will be used for prepare statement (output looks like "(?,?,?)")
func createPlaceholderString(tableFields []string) string {
placeHolderString := ""
for range tableFields {
placeHolderString += "?,"
}
placeHolderString = strings.TrimSuffix(placeHolderString, ",")
return placeHolderString
}
我的问题:
为什么我要打
max_prepared_stmt_count
当我立即执行准备好的语句时(参见函数
upsertProjectSkuCosts
)?
我只能想象,在准备和执行所有这些语句的同时,正是某种并发性创建了大量的准备好的语句。另一方面,我不明白为什么在
ProcessProjectSkuCost
是一个大小为20的缓冲通道。