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bd66c8dde3
grafana/pkg/tsdb/mysql/mysql_test.go
ying-jeanne bd66c8dde3
SQL data sources: Convert to return data frames (#32257) 
Convert SQL data sources to return data frames.

Co-authored-by: Marcus Efraimsson <marcus.efraimsson@gmail.com>
Co-authored-by: Arve Knudsen <arve.knudsen@gmail.com>
Co-authored-by: Will Browne <will.browne@grafana.com>
Co-authored-by: Hugo Häggmark <hugo.haggmark@gmail.com>
2021-05-05 16:46:07 +02:00

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// +build integration
package mysql
import (
"context"
"fmt"
"math/rand"
"strings"
"testing"
"time"
"github.com/grafana/grafana-plugin-sdk-go/data"
"github.com/grafana/grafana/pkg/components/securejsondata"
"github.com/grafana/grafana/pkg/components/simplejson"
"github.com/grafana/grafana/pkg/models"
"github.com/grafana/grafana/pkg/plugins"
"github.com/grafana/grafana/pkg/services/sqlstore"
"github.com/grafana/grafana/pkg/services/sqlstore/sqlutil"
"github.com/grafana/grafana/pkg/tsdb/sqleng"
"github.com/stretchr/testify/require"
"xorm.io/xorm"
)
// To run this test, set runMySqlTests=true
// Or from the commandline: GRAFANA_TEST_DB=mysql go test -v ./pkg/tsdb/mysql
// The tests require a MySQL db named grafana_ds_tests and a user/password grafana/password
// Use the docker/blocks/mysql_tests/docker-compose.yaml to spin up a
// preconfigured MySQL server suitable for running these tests.
// There is also a datasource and dashboard provisioned by devenv scripts that you can
// use to verify that the generated data are visualized as expected, see
// devenv/README.md for setup instructions.
func TestMySQL(t *testing.T) {
// change to true to run the MySQL tests
runMySQLTests := false
// runMySqlTests := true
if !(sqlstore.IsTestDbMySQL() || runMySQLTests) {
t.Skip()
}
x := InitMySQLTestDB(t)
origXormEngine := sqleng.NewXormEngine
origInterpolate := sqleng.Interpolate
t.Cleanup(func() {
sqleng.NewXormEngine = origXormEngine
sqleng.Interpolate = origInterpolate
})
sqleng.NewXormEngine = func(d, c string) (*xorm.Engine, error) {
return x, nil
}
sqleng.Interpolate = func(query plugins.DataSubQuery, timeRange plugins.DataTimeRange, sql string) (string, error) {
return sql, nil
}
exe, err := NewExecutor(&models.DataSource{
JsonData: simplejson.New(),
SecureJsonData: securejsondata.SecureJsonData{},
})
require.NoError(t, err)
sess := x.NewSession()
t.Cleanup(sess.Close)
fromStart := time.Date(2018, 3, 15, 13, 0, 0, 0, time.UTC)
t.Run("Given a table with different native data types", func(t *testing.T) {
exists, err := sess.IsTableExist("mysql_types")
require.NoError(t, err)
if exists {
err := sess.DropTable("mysql_types")
require.NoError(t, err)
}
sql := "CREATE TABLE `mysql_types` ("
sql += "`atinyint` tinyint(1) NOT NULL,"
sql += "`avarchar` varchar(3) NOT NULL,"
sql += "`achar` char(3),"
sql += "`amediumint` mediumint NOT NULL,"
sql += "`asmallint` smallint NOT NULL,"
sql += "`abigint` bigint NOT NULL,"
sql += "`aint` int(11) NOT NULL,"
sql += "`adouble` double(10,2),"
sql += "`anewdecimal` decimal(10,2),"
sql += "`afloat` float(10,2) NOT NULL,"
sql += "`atimestamp` timestamp NOT NULL,"
sql += "`adatetime` datetime NOT NULL,"
sql += "`atime` time NOT NULL,"
sql += "`ayear` year," // Crashes xorm when running cleandb
sql += "`abit` bit(1),"
sql += "`atinytext` tinytext,"
sql += "`atinyblob` tinyblob,"
sql += "`atext` text,"
sql += "`ablob` blob,"
sql += "`amediumtext` mediumtext,"
sql += "`amediumblob` mediumblob,"
sql += "`alongtext` longtext,"
sql += "`alongblob` longblob,"
sql += "`aenum` enum('val1', 'val2'),"
sql += "`aset` set('a', 'b', 'c', 'd'),"
sql += "`adate` date,"
sql += "`time_sec` datetime(6),"
sql += "`aintnull` int(11),"
sql += "`afloatnull` float(10,2),"
sql += "`avarcharnull` varchar(3),"
sql += "`adecimalnull` decimal(10,2)"
sql += ") ENGINE=InnoDB DEFAULT CHARSET=latin1;"
_, err = sess.Exec(sql)
require.NoError(t, err)
sql = "INSERT INTO `mysql_types` "
sql += "(`atinyint`, `avarchar`, `achar`, `amediumint`, `asmallint`, `abigint`, `aint`, `adouble`, "
sql += "`anewdecimal`, `afloat`, `atimestamp`, `adatetime`, `atime`, `ayear`, `abit`, `atinytext`, "
sql += "`atinyblob`, `atext`, `ablob`, `amediumtext`, `amediumblob`, `alongtext`, `alongblob`, "
sql += "`aenum`, `aset`, `adate`, `time_sec`) "
sql += "VALUES(1, 'abc', 'def', 1, 10, 100, 1420070400, 1.11, "
sql += "2.22, 3.33, current_timestamp(), now(), '11:11:11', '2018', 1, 'tinytext', "
sql += "'tinyblob', 'text', 'blob', 'mediumtext', 'mediumblob', 'longtext', 'longblob', "
sql += "'val2', 'a,b', curdate(), '2018-01-01 00:01:01.123456');"
_, err = sess.Exec(sql)
require.NoError(t, err)
t.Run("Query with Table format should map MySQL column types to Go types", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": "SELECT * FROM mysql_types",
"format": "table",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, err := queryResult.Dataframes.Decoded()
require.NoError(t, err)
require.Len(t, frames, 1)
frameOne := frames[0]
require.Len(t, frames[0].Fields, 31)
require.Equal(t, int8(1), frameOne.Fields[0].At(0).(int8))
require.Equal(t, "abc", *frameOne.Fields[1].At(0).(*string))
require.Equal(t, "def", *frameOne.Fields[2].At(0).(*string))
require.Equal(t, int32(1), frameOne.Fields[3].At(0).(int32))
require.Equal(t, int16(10), frameOne.Fields[4].At(0).(int16))
require.Equal(t, int64(100), frameOne.Fields[5].At(0).(int64))
require.Equal(t, int32(1420070400), frameOne.Fields[6].At(0).(int32))
require.Equal(t, 1.11, *frameOne.Fields[7].At(0).(*float64))
require.Equal(t, 2.22, *frameOne.Fields[8].At(0).(*float64))
require.Equal(t, float32(3.33), frameOne.Fields[9].At(0).(float32))
require.WithinDuration(t, time.Now().UTC(), *frameOne.Fields[10].At(0).(*time.Time), 10*time.Second)
require.WithinDuration(t, time.Now(), *frameOne.Fields[11].At(0).(*time.Time), 10*time.Second)
require.Equal(t, "11:11:11", *frameOne.Fields[12].At(0).(*string))
require.Equal(t, int64(2018), *frameOne.Fields[13].At(0).(*int64))
require.Equal(t, string([]byte{1}), *frameOne.Fields[14].At(0).(*string))
require.Equal(t, "tinytext", *frameOne.Fields[15].At(0).(*string))
require.Equal(t, "tinyblob", *frameOne.Fields[16].At(0).(*string))
require.Equal(t, "text", *frameOne.Fields[17].At(0).(*string))
require.Equal(t, "blob", *frameOne.Fields[18].At(0).(*string))
require.Equal(t, "mediumtext", *frameOne.Fields[19].At(0).(*string))
require.Equal(t, "mediumblob", *frameOne.Fields[20].At(0).(*string))
require.Equal(t, "longtext", *frameOne.Fields[21].At(0).(*string))
require.Equal(t, "longblob", *frameOne.Fields[22].At(0).(*string))
require.Equal(t, "val2", *frameOne.Fields[23].At(0).(*string))
require.Equal(t, "a,b", *frameOne.Fields[24].At(0).(*string))
require.Equal(t, time.Now().UTC().Format("2006-01-02T00:00:00Z"), (*frameOne.Fields[25].At(0).(*time.Time)).Format("2006-01-02T00:00:00Z"))
require.Equal(t, int64(1514764861123456000), frameOne.Fields[26].At(0).(*time.Time).UnixNano())
require.Nil(t, frameOne.Fields[27].At(0))
require.Nil(t, frameOne.Fields[28].At(0))
require.Nil(t, frameOne.Fields[29].At(0))
require.Nil(t, frameOne.Fields[30].At(0))
})
})
t.Run("Given a table with metrics that lacks data for some series ", func(t *testing.T) {
type metric struct {
Time time.Time
Value int64
}
exists, err := sess.IsTableExist(metric{})
require.NoError(t, err)
if exists {
err := sess.DropTable(metric{})
require.NoError(t, err)
}
err = sess.CreateTable(metric{})
require.NoError(t, err)
series := []*metric{}
firstRange := genTimeRangeByInterval(fromStart, 10*time.Minute, 10*time.Second)
secondRange := genTimeRangeByInterval(fromStart.Add(20*time.Minute), 10*time.Minute, 10*time.Second)
for _, t := range firstRange {
series = append(series, &metric{
Time: t,
Value: 15,
})
}
for _, t := range secondRange {
series = append(series, &metric{
Time: t,
Value: 20,
})
}
_, err = sess.InsertMulti(series)
require.NoError(t, err)
t.Run("When doing a metric query using timeGroup", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": "SELECT $__timeGroup(time, '5m') as time_sec, avg(value) as value FROM metric GROUP BY 1 ORDER BY 1",
"format": "time_series",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Equal(t, 1, len(frames))
// without fill this should result in 4 buckets
require.Equal(t, 4, frames[0].Fields[0].Len())
dt := fromStart
for i := 0; i < 2; i++ {
aValue := *frames[0].Fields[1].At(i).(*float64)
aTime := *frames[0].Fields[0].At(i).(*time.Time)
require.Equal(t, float64(15), aValue)
require.Equal(t, dt.Unix(), aTime.Unix())
dt = dt.Add(5 * time.Minute)
}
// adjust for 10 minute gap between first and second set of points
dt = dt.Add(10 * time.Minute)
for i := 2; i < 4; i++ {
aValue := *frames[0].Fields[1].At(i).(*float64)
aTime := *frames[0].Fields[0].At(i).(*time.Time)
require.Equal(t, float64(20), aValue)
require.Equal(t, dt.Unix(), aTime.Unix())
dt = dt.Add(5 * time.Minute)
}
})
t.Run("When doing a metric query using timeGroup with NULL fill enabled", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": "SELECT $__timeGroup(time, '5m', NULL) as time_sec, avg(value) as value FROM metric GROUP BY 1 ORDER BY 1",
"format": "time_series",
}),
RefID: "A",
},
},
TimeRange: &plugins.DataTimeRange{
From: fmt.Sprintf("%v", fromStart.Unix()*1000),
To: fmt.Sprintf("%v", fromStart.Add(34*time.Minute).Unix()*1000),
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Equal(t, 1, len(frames))
require.Equal(t, 7, frames[0].Fields[0].Len())
dt := fromStart
for i := 0; i < 2; i++ {
aValue := *frames[0].Fields[1].At(i).(*float64)
aTime := *frames[0].Fields[0].At(i).(*time.Time)
require.Equal(t, float64(15), aValue)
require.Equal(t, dt.Unix(), aTime.Unix())
dt = dt.Add(5 * time.Minute)
}
// check for NULL values inserted by fill
require.Nil(t, frames[0].Fields[1].At(2).(*float64))
require.Nil(t, frames[0].Fields[1].At(3).(*float64))
// adjust for 10 minute gap between first and second set of points
dt = dt.Add(10 * time.Minute)
for i := 4; i < 6; i++ {
aValue := *frames[0].Fields[1].At(i).(*float64)
aTime := *frames[0].Fields[0].At(i).(*time.Time)
require.Equal(t, float64(20), aValue)
require.Equal(t, dt.Unix(), aTime.Unix())
dt = dt.Add(5 * time.Minute)
}
// check for NULL values inserted by fill
require.Nil(t, frames[0].Fields[1].At(6).(*float64))
})
t.Run("When doing a metric query using timeGroup and $__interval", func(t *testing.T) {
mockInterpolate := sqleng.Interpolate
sqleng.Interpolate = origInterpolate
t.Cleanup(func() {
sqleng.Interpolate = mockInterpolate
})
t.Run("Should replace $__interval", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
DataSource: &models.DataSource{JsonData: simplejson.New()},
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": "SELECT $__timeGroup(time, $__interval) AS time, avg(value) as value FROM metric GROUP BY 1 ORDER BY 1",
"format": "time_series",
}),
RefID: "A",
},
},
TimeRange: &plugins.DataTimeRange{
From: fmt.Sprintf("%v", fromStart.Unix()*1000),
To: fmt.Sprintf("%v", fromStart.Add(30*time.Minute).Unix()*1000),
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
require.Equal(t, "SELECT UNIX_TIMESTAMP(time) DIV 60 * 60 AS time, avg(value) as value FROM metric GROUP BY 1 ORDER BY 1", frames[0].Meta.ExecutedQueryString)
})
})
t.Run("When doing a metric query using timeGroup with value fill enabled", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": "SELECT $__timeGroup(time, '5m', 1.5) as time_sec, avg(value) as value FROM metric GROUP BY 1 ORDER BY 1",
"format": "time_series",
}),
RefID: "A",
},
},
TimeRange: &plugins.DataTimeRange{
From: fmt.Sprintf("%v", fromStart.Unix()*1000),
To: fmt.Sprintf("%v", fromStart.Add(34*time.Minute).Unix()*1000),
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
require.Equal(t, 7, frames[0].Fields[0].Len())
require.Equal(t, 1.5, *frames[0].Fields[1].At(3).(*float64))
})
t.Run("When doing a metric query using timeGroup with previous fill enabled", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": "SELECT $__timeGroup(time, '5m', previous) as time_sec, avg(value) as value FROM metric GROUP BY 1 ORDER BY 1",
"format": "time_series",
}),
RefID: "A",
},
},
TimeRange: &plugins.DataTimeRange{
From: fmt.Sprintf("%v", fromStart.Unix()*1000),
To: fmt.Sprintf("%v", fromStart.Add(34*time.Minute).Unix()*1000),
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
require.Equal(t, float64(15.0), *frames[0].Fields[1].At(2).(*float64))
require.Equal(t, float64(15.0), *frames[0].Fields[1].At(3).(*float64))
require.Equal(t, float64(20.0), *frames[0].Fields[1].At(6).(*float64))
})
})
t.Run("Given a table with metrics having multiple values and measurements", func(t *testing.T) {
type metric_values struct {
Time time.Time `xorm:"datetime 'time' not null"`
TimeNullable *time.Time `xorm:"datetime(6) 'timeNullable' null"`
TimeInt64 int64 `xorm:"bigint(20) 'timeInt64' not null"`
TimeInt64Nullable *int64 `xorm:"bigint(20) 'timeInt64Nullable' null"`
TimeFloat64 float64 `xorm:"double 'timeFloat64' not null"`
TimeFloat64Nullable *float64 `xorm:"double 'timeFloat64Nullable' null"`
TimeInt32 int32 `xorm:"int(11) 'timeInt32' not null"`
TimeInt32Nullable *int32 `xorm:"int(11) 'timeInt32Nullable' null"`
TimeFloat32 float32 `xorm:"double 'timeFloat32' not null"`
TimeFloat32Nullable *float32 `xorm:"double 'timeFloat32Nullable' null"`
Measurement string
ValueOne int64 `xorm:"integer 'valueOne'"`
ValueTwo int64 `xorm:"integer 'valueTwo'"`
}
exists, err := sess.IsTableExist(metric_values{})
require.NoError(t, err)
if exists {
err := sess.DropTable(metric_values{})
require.NoError(t, err)
}
err = sess.CreateTable(metric_values{})
require.NoError(t, err)
rand.Seed(time.Now().Unix())
rnd := func(min, max int64) int64 {
return rand.Int63n(max-min) + min
}
var tInitial time.Time
series := []*metric_values{}
for i, t := range genTimeRangeByInterval(fromStart.Add(-30*time.Minute), 90*time.Minute, 5*time.Minute) {
if i == 0 {
tInitial = t
}
tSeconds := t.Unix()
tSecondsInt32 := int32(tSeconds)
tSecondsFloat32 := float32(tSeconds)
tMilliseconds := tSeconds * 1e3
tMillisecondsFloat := float64(tMilliseconds)
t2 := t
first := metric_values{
Time: t,
TimeNullable: &t2,
TimeInt64: tMilliseconds,
TimeInt64Nullable: &(tMilliseconds),
TimeFloat64: tMillisecondsFloat,
TimeFloat64Nullable: &tMillisecondsFloat,
TimeInt32: tSecondsInt32,
TimeInt32Nullable: &tSecondsInt32,
TimeFloat32: tSecondsFloat32,
TimeFloat32Nullable: &tSecondsFloat32,
Measurement: "Metric A",
ValueOne: rnd(0, 100),
ValueTwo: rnd(0, 100),
}
second := first
second.Measurement = "Metric B"
second.ValueOne = rnd(0, 100)
second.ValueTwo = rnd(0, 100)
series = append(series, &first)
series = append(series, &second)
}
_, err = sess.InsertMulti(series)
require.NoError(t, err)
t.Run("When doing a metric query using time as time column should return metric with time in time.Time", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": `SELECT time, valueOne FROM metric_values ORDER BY time LIMIT 1`,
"format": "time_series",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, err := queryResult.Dataframes.Decoded()
require.NoError(t, err)
require.Len(t, frames, 1)
require.True(t, tInitial.Equal(*frames[0].Fields[0].At(0).(*time.Time)))
})
t.Run("When doing a metric query using time (nullable) as time column should return metric with time in time.Time", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": `SELECT timeNullable as time, valueOne FROM metric_values ORDER BY time LIMIT 1`,
"format": "time_series",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
require.True(t, tInitial.Equal(*frames[0].Fields[0].At(0).(*time.Time)))
})
t.Run("When doing a metric query using epoch (int64) as time column and value column (int64) should return metric with time in time.Time", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": `SELECT timeInt64 as time, timeInt64 FROM metric_values ORDER BY time LIMIT 1`,
"format": "time_series",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
require.True(t, tInitial.Equal(*frames[0].Fields[0].At(0).(*time.Time)))
})
t.Run("When doing a metric query using epoch (int64 nullable) as time column and value column (int64 nullable) should return metric with time in time.Time", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": `SELECT timeInt64Nullable as time, timeInt64Nullable FROM metric_values ORDER BY time LIMIT 1`,
"format": "time_series",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
require.True(t, tInitial.Equal(*frames[0].Fields[0].At(0).(*time.Time)))
})
t.Run("When doing a metric query using epoch (float64) as time column and value column (float64) should return metric with time in time.Time", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": `SELECT timeFloat64 as time, timeFloat64 FROM metric_values ORDER BY time LIMIT 1`,
"format": "time_series",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
require.True(t, tInitial.Equal(*frames[0].Fields[0].At(0).(*time.Time)))
})
t.Run("When doing a metric query using epoch (float64 nullable) as time column and value column (float64 nullable) should return metric with time in time.Time", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": `SELECT timeFloat64Nullable as time, timeFloat64Nullable FROM metric_values ORDER BY time LIMIT 1`,
"format": "time_series",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
require.True(t, tInitial.Equal(*frames[0].Fields[0].At(0).(*time.Time)))
})
t.Run("When doing a metric query using epoch (int32) as time column and value column (int32) should return metric with time in time.Time", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": `SELECT timeInt32 as time, timeInt32 FROM metric_values ORDER BY time LIMIT 1`,
"format": "time_series",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
require.True(t, tInitial.Equal(*frames[0].Fields[0].At(0).(*time.Time)))
})
t.Run("When doing a metric query using epoch (int32 nullable) as time column and value column (int32 nullable) should return metric with time in time.Time", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": `SELECT timeInt32Nullable as time, timeInt32Nullable FROM metric_values ORDER BY time LIMIT 1`,
"format": "time_series",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
require.True(t, tInitial.Equal(*frames[0].Fields[0].At(0).(*time.Time)))
})
t.Run("When doing a metric query using epoch (float32) as time column and value column (float32) should return metric with time in time.Time", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": `SELECT timeFloat32 as time, timeFloat32 FROM metric_values ORDER BY time LIMIT 1`,
"format": "time_series",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
aTime := time.Unix(0, int64(float64(float32(tInitial.Unix()))*1e3)*int64(time.Millisecond))
require.True(t, aTime.Equal(*frames[0].Fields[0].At(0).(*time.Time)))
})
t.Run("When doing a metric query using epoch (float32 nullable) as time column and value column (float32 nullable) should return metric with time in time.Time", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": `SELECT timeFloat32Nullable as time, timeFloat32Nullable FROM metric_values ORDER BY time LIMIT 1`,
"format": "time_series",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
aTime := time.Unix(0, int64(float64(float32(tInitial.Unix()))*1e3)*int64(time.Millisecond))
require.True(t, aTime.Equal(*frames[0].Fields[0].At(0).(*time.Time)))
})
t.Run("When doing a metric query grouping by time and select metric column should return correct series", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": `SELECT $__time(time), CONCAT(measurement, ' - value one') as metric, valueOne FROM metric_values ORDER BY 1,2`,
"format": "time_series",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
require.Len(t, frames[0].Fields, 3)
require.Equal(t, data.Labels{"metric": "Metric A - value one"}, frames[0].Fields[1].Labels)
require.Equal(t, data.Labels{"metric": "Metric B - value one"}, frames[0].Fields[2].Labels)
})
t.Run("When doing a metric query with metric column and multiple value columns", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": `SELECT $__time(time), measurement as metric, valueOne, valueTwo FROM metric_values ORDER BY 1,2`,
"format": "time_series",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, err := queryResult.Dataframes.Decoded()
require.NoError(t, err)
require.Len(t, frames, 1)
require.Len(t, frames[0].Fields, 5)
require.Equal(t, "valueOne", frames[0].Fields[1].Name)
require.Equal(t, data.Labels{"metric": "Metric A"}, frames[0].Fields[1].Labels)
require.Equal(t, "valueOne", frames[0].Fields[2].Name)
require.Equal(t, data.Labels{"metric": "Metric B"}, frames[0].Fields[2].Labels)
require.Equal(t, "valueTwo", frames[0].Fields[3].Name)
require.Equal(t, data.Labels{"metric": "Metric A"}, frames[0].Fields[3].Labels)
require.Equal(t, "valueTwo", frames[0].Fields[4].Name)
require.Equal(t, data.Labels{"metric": "Metric B"}, frames[0].Fields[4].Labels)
})
t.Run("When doing a metric query grouping by time should return correct series", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": `SELECT $__time(time), valueOne, valueTwo FROM metric_values ORDER BY 1`,
"format": "time_series",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
require.Len(t, frames[0].Fields, 3)
require.Equal(t, "valueOne", frames[0].Fields[1].Name)
require.Equal(t, "valueTwo", frames[0].Fields[2].Name)
})
})
t.Run("When doing a query with timeFrom,timeTo,unixEpochFrom,unixEpochTo macros", func(t *testing.T) {
sqleng.Interpolate = origInterpolate
query := plugins.DataQuery{
TimeRange: &plugins.DataTimeRange{From: "5m", To: "now", Now: fromStart},
Queries: []plugins.DataSubQuery{
{
DataSource: &models.DataSource{JsonData: simplejson.New()},
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": `SELECT time FROM metric_values WHERE time > $__timeFrom() OR time < $__timeTo() OR 1 < $__unixEpochFrom() OR $__unixEpochTo() > 1 ORDER BY 1`,
"format": "time_series",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
require.Equal(t, "SELECT time FROM metric_values WHERE time > FROM_UNIXTIME(1521118500) OR time < FROM_UNIXTIME(1521118800) OR 1 < 1521118500 OR 1521118800 > 1 ORDER BY 1", frames[0].Meta.ExecutedQueryString)
})
t.Run("Given a table with event data", func(t *testing.T) {
type event struct {
TimeSec int64
Description string
Tags string
}
exists, err := sess.IsTableExist(event{})
require.NoError(t, err)
if exists {
err := sess.DropTable(event{})
require.NoError(t, err)
}
err = sess.CreateTable(event{})
require.NoError(t, err)
events := []*event{}
for _, t := range genTimeRangeByInterval(fromStart.Add(-20*time.Minute), 60*time.Minute, 25*time.Minute) {
events = append(events, &event{
TimeSec: t.Unix(),
Description: "Someone deployed something",
Tags: "deploy",
})
events = append(events, &event{
TimeSec: t.Add(5 * time.Minute).Unix(),
Description: "New support ticket registered",
Tags: "ticket",
})
}
for _, e := range events {
_, err := sess.Insert(e)
require.NoError(t, err)
}
t.Run("When doing an annotation query of deploy events should return expected result", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": `SELECT time_sec, description as text, tags FROM event WHERE $__unixEpochFilter(time_sec) AND tags='deploy' ORDER BY 1 ASC`,
"format": "table",
}),
RefID: "Deploys",
},
},
TimeRange: &plugins.DataTimeRange{
From: fmt.Sprintf("%v", fromStart.Add(-20*time.Minute).Unix()*1000),
To: fmt.Sprintf("%v", fromStart.Add(40*time.Minute).Unix()*1000),
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["Deploys"]
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
require.Len(t, frames[0].Fields, 3)
require.Equal(t, 3, frames[0].Fields[0].Len())
})
t.Run("When doing an annotation query of ticket events should return expected result", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": `SELECT time_sec, description as text, tags FROM event WHERE $__unixEpochFilter(time_sec) AND tags='ticket' ORDER BY 1 ASC`,
"format": "table",
}),
RefID: "Tickets",
},
},
TimeRange: &plugins.DataTimeRange{
From: fmt.Sprintf("%v", fromStart.Add(-20*time.Minute).Unix()*1000),
To: fmt.Sprintf("%v", fromStart.Add(40*time.Minute).Unix()*1000),
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["Tickets"]
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
require.Len(t, frames[0].Fields, 3)
require.Equal(t, 3, frames[0].Fields[0].Len())
})
t.Run("When doing an annotation query with a time column in datetime format", func(t *testing.T) {
dt := time.Date(2018, 3, 14, 21, 20, 6, 0, time.UTC)
dtFormat := "2006-01-02 15:04:05.999999999"
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": fmt.Sprintf(`SELECT
CAST('%s' as datetime) as time_sec,
'message' as text,
'tag1,tag2' as tags
`, dt.Format(dtFormat)),
"format": "table",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
require.Equal(t, 1, frames[0].Fields[0].Len())
//Should be in time.Time
require.Equal(t, dt.Unix(), (*frames[0].Fields[0].At(0).(*time.Time)).Unix())
})
t.Run("When doing an annotation query with a time column in epoch second format should return ms", func(t *testing.T) {
dt := time.Date(2018, 3, 14, 21, 20, 6, 527e6, time.UTC)
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": fmt.Sprintf(`SELECT
%d as time_sec,
'message' as text,
'tag1,tag2' as tags
`, dt.Unix()),
"format": "table",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
require.Equal(t, 1, frames[0].Fields[0].Len())
//Should be in time.Time
require.Equal(t, dt.Unix(), (*frames[0].Fields[0].At(0).(*time.Time)).Unix())
})
t.Run("When doing an annotation query with a time column in epoch second format (signed integer) should return ms", func(t *testing.T) {
dt := time.Date(2018, 3, 14, 21, 20, 6, 0, time.Local)
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": fmt.Sprintf(`SELECT
CAST('%d' as signed integer) as time_sec,
'message' as text,
'tag1,tag2' as tags
`, dt.Unix()),
"format": "table",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
require.Equal(t, 1, frames[0].Fields[0].Len())
//Should be in time.Time
require.Equal(t, dt.Unix(), (*frames[0].Fields[0].At(0).(*time.Time)).Unix())
})
t.Run("When doing an annotation query with a time column in epoch millisecond format should return ms", func(t *testing.T) {
dt := time.Date(2018, 3, 14, 21, 20, 6, 527e6, time.UTC)
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": fmt.Sprintf(`SELECT
%d as time_sec,
'message' as text,
'tag1,tag2' as tags
`, dt.Unix()*1000),
"format": "table",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
require.Equal(t, 1, frames[0].Fields[0].Len())
//Should be in time.Time
require.Equal(t, dt.Unix(), (*frames[0].Fields[0].At(0).(*time.Time)).Unix())
})
t.Run("When doing an annotation query with a time column holding a unsigned integer null value should return nil", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": `SELECT
cast(null as unsigned integer) as time_sec,
'message' as text,
'tag1,tag2' as tags
`,
"format": "table",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
require.Equal(t, 1, frames[0].Fields[0].Len())
//Should be in time.Time
require.Nil(t, frames[0].Fields[0].At(0))
})
t.Run("When doing an annotation query with a time column holding a DATETIME null value should return nil", func(t *testing.T) {
query := plugins.DataQuery{
Queries: []plugins.DataSubQuery{
{
Model: simplejson.NewFromAny(map[string]interface{}{
"rawSql": `SELECT
cast(null as DATETIME) as time_sec,
'message' as text,
'tag1,tag2' as tags
`,
"format": "table",
}),
RefID: "A",
},
},
}
resp, err := exe.DataQuery(context.Background(), nil, query)
require.NoError(t, err)
queryResult := resp.Results["A"]
require.NoError(t, queryResult.Error)
frames, _ := queryResult.Dataframes.Decoded()
require.Len(t, frames, 1)
require.Equal(t, 1, frames[0].Fields[0].Len())
//Should be in time.Time
require.Nil(t, frames[0].Fields[0].At(0))
})
})
}
func InitMySQLTestDB(t *testing.T) *xorm.Engine {
testDB := sqlutil.MySQLTestDB()
x, err := xorm.NewEngine(testDB.DriverName, strings.Replace(testDB.ConnStr, "/grafana_tests",
"/grafana_ds_tests", 1)+"&parseTime=true&loc=UTC")
if err != nil {
t.Fatalf("Failed to init mysql db %v", err)
}
x.DatabaseTZ = time.UTC
x.TZLocation = time.UTC
// x.ShowSQL()
return x
}
func genTimeRangeByInterval(from time.Time, duration time.Duration, interval time.Duration) []time.Time {
durationSec := int64(duration.Seconds())
intervalSec := int64(interval.Seconds())
timeRange := []time.Time{}
for i := int64(0); i < durationSec; i += intervalSec {
timeRange = append(timeRange, from)
from = from.Add(time.Duration(int64(time.Second) * intervalSec))
}
return timeRange
}
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