Golang models.NewPoint函数代码示例

// Ensure the engine can write points to storage.
func TestEngine_WritePoints_PointsWriter(t *testing.T) {
	e := OpenDefaultEngine()
	defer e.Close()

	// Points to be inserted.
	points := []models.Point{
		models.NewPoint("cpu", models.Tags{}, models.Fields{}, time.Unix(0, 1)),
		models.NewPoint("cpu", models.Tags{}, models.Fields{}, time.Unix(0, 0)),
		models.NewPoint("cpu", models.Tags{}, models.Fields{}, time.Unix(1, 0)),

		models.NewPoint("cpu", models.Tags{"host": "serverA"}, models.Fields{}, time.Unix(0, 0)),
	}

	// Mock points writer to ensure points are passed through.
	var invoked bool
	e.PointsWriter.WritePointsFn = func(a []models.Point) error {
		invoked = true
		if !reflect.DeepEqual(points, a) {
			t.Fatalf("unexpected points: %#v", a)
		}
		return nil
	}

	// Write points against two separate series.
	if err := e.WritePoints(points, nil, nil); err != nil {
		t.Fatal(err)
	} else if !invoked {
		t.Fatal("PointsWriter.WritePoints() not called")
	}
}

func TestParsePointWithStringField(t *testing.T) {
	test(t, `cpu,host=serverA,region=us-east value=1.0,str="foo",str2="bar" 1000000000`,
		models.NewPoint("cpu",
			models.Tags{
				"host":   "serverA",
				"region": "us-east",
			},
			models.Fields{
				"value": 1.0,
				"str":   "foo",
				"str2":  "bar",
			},
			time.Unix(1, 0)),
	)

	test(t, `cpu,host=serverA,region=us-east str="foo \" bar" 1000000000`,
		models.NewPoint("cpu",
			models.Tags{
				"host":   "serverA",
				"region": "us-east",
			},
			models.Fields{
				"str": `foo " bar`,
			},
			time.Unix(1, 0)),
	)

}

func TestParsePointsUnbalancedQuotedTags(t *testing.T) {
	pts, err := models.ParsePointsString("baz,mytag=\"a x=1 1441103862125\nbaz,mytag=a z=1 1441103862126")
	if err != nil {
		t.Fatalf("ParsePoints failed: %v", err)
	}

	if exp := 2; len(pts) != exp {
		t.Fatalf("ParsePoints count mismatch. got %v, exp %v", len(pts), exp)
	}

	// Expected " in the tag value
	exp := models.NewPoint("baz", models.Tags{"mytag": `"a`},
		models.Fields{"x": float64(1)}, time.Unix(0, 1441103862125))

	if pts[0].String() != exp.String() {
		t.Errorf("Point mismatch:\ngot: %v\nexp: %v", pts[0].String(), exp.String())
	}

	// Expected two points to ensure we did not overscan the line
	exp = models.NewPoint("baz", models.Tags{"mytag": `a`},
		models.Fields{"z": float64(1)}, time.Unix(0, 1441103862126))

	if pts[1].String() != exp.String() {
		t.Errorf("Point mismatch:\ngot: %v\nexp: %v", pts[1].String(), exp.String())
	}

}

func TestParsePointWithStringWithCommas(t *testing.T) {
	// escaped comma
	test(t, `cpu,host=serverA,region=us-east value=1.0,str="foo\,bar" 1000000000`,
		models.NewPoint(
			"cpu",
			models.Tags{
				"host":   "serverA",
				"region": "us-east",
			},
			models.Fields{
				"value": 1.0,
				"str":   `foo\,bar`, // commas in string value
			},
			time.Unix(1, 0)),
	)

	// non-escaped comma
	test(t, `cpu,host=serverA,region=us-east value=1.0,str="foo,bar" 1000000000`,
		models.NewPoint(
			"cpu",
			models.Tags{
				"host":   "serverA",
				"region": "us-east",
			},
			models.Fields{
				"value": 1.0,
				"str":   "foo,bar", // commas in string value
			},
			time.Unix(1, 0)),
	)
}

func TestNewPointNaN(t *testing.T) {
	test(t, `cpu value=NaN 1000000000`,
		models.NewPoint(
			"cpu",
			models.Tags{},
			models.Fields{
				"value": math.NaN(),
			},
			time.Unix(1, 0)),
	)

	test(t, `cpu value=nAn 1000000000`,
		models.NewPoint(
			"cpu",
			models.Tags{},
			models.Fields{
				"value": math.NaN(),
			},
			time.Unix(1, 0)),
	)

	test(t, `nan value=NaN`,
		models.NewPoint(
			"nan",
			models.Tags{},
			models.Fields{
				"value": math.NaN(),
			},
			time.Unix(0, 0)),
	)

}

func TestParsePointEscapedStringsAndCommas(t *testing.T) {
	// non-escaped comma and quotes
	test(t, `cpu,host=serverA,region=us-east value="{Hello\"{,}\" World}" 1000000000`,
		models.NewPoint(
			"cpu",
			models.Tags{
				"host":   "serverA",
				"region": "us-east",
			},
			models.Fields{
				"value": `{Hello"{,}" World}`,
			},
			time.Unix(1, 0)),
	)

	// escaped comma and quotes
	test(t, `cpu,host=serverA,region=us-east value="{Hello\"{\,}\" World}" 1000000000`,
		models.NewPoint(
			"cpu",
			models.Tags{
				"host":   "serverA",
				"region": "us-east",
			},
			models.Fields{
				"value": `{Hello"{\,}" World}`,
			},
			time.Unix(1, 0)),
	)
}

func TestShardWriteAddNewField(t *testing.T) {
	tmpDir, _ := ioutil.TempDir("", "shard_test")
	defer os.RemoveAll(tmpDir)
	tmpShard := path.Join(tmpDir, "shard")
	tmpWal := path.Join(tmpDir, "wal")

	index := tsdb.NewDatabaseIndex()
	opts := tsdb.NewEngineOptions()
	opts.Config.WALDir = filepath.Join(tmpDir, "wal")

	sh := tsdb.NewShard(1, index, tmpShard, tmpWal, opts)
	if err := sh.Open(); err != nil {
		t.Fatalf("error openeing shard: %s", err.Error())
	}
	defer sh.Close()

	pt := models.NewPoint(
		"cpu",
		map[string]string{"host": "server"},
		map[string]interface{}{"value": 1.0},
		time.Unix(1, 2),
	)

	err := sh.WritePoints([]models.Point{pt})
	if err != nil {
		t.Fatalf(err.Error())
	}

	pt = models.NewPoint(
		"cpu",
		map[string]string{"host": "server"},
		map[string]interface{}{"value": 1.0, "value2": 2.0},
		time.Unix(1, 2),
	)

	err = sh.WritePoints([]models.Point{pt})
	if err != nil {
		t.Fatalf(err.Error())
	}

	if index.SeriesN() != 1 {
		t.Fatalf("series wasn't in index")
	}
	seriesTags := index.Series(string(pt.Key())).Tags
	if len(seriesTags) != len(pt.Tags()) || pt.Tags()["host"] != seriesTags["host"] {
		t.Fatalf("tags weren't properly saved to series index: %v, %v", pt.Tags(), seriesTags)
	}
	if !reflect.DeepEqual(index.Measurement("cpu").TagKeys(), []string{"host"}) {
		t.Fatalf("tag key wasn't saved to measurement index")
	}

	if len(index.Measurement("cpu").FieldNames()) != 2 {
		t.Fatalf("field names wasn't saved to measurement index")
	}

}

func TestDropMeasurementStatement(t *testing.T) {
	store, executor := testStoreAndExecutor("")
	defer os.RemoveAll(store.Path())

	pt := models.NewPoint(
		"cpu",
		map[string]string{"host": "server"},
		map[string]interface{}{"value": 1.0},
		time.Unix(1, 2),
	)
	pt2 := models.NewPoint(
		"memory",
		map[string]string{"host": "server"},
		map[string]interface{}{"value": 1.0},
		time.Unix(1, 2),
	)

	if err := store.WriteToShard(shardID, []models.Point{pt, pt2}); err != nil {
		t.Fatal(err)
	}

	got := executeAndGetJSON("show series", executor)
	exepected := `[{"series":[{"name":"cpu","columns":["_key","host"],"values":[["cpu,host=server","server"]]},{"name":"memory","columns":["_key","host"],"values":[["memory,host=server","server"]]}]}]`
	if exepected != got {
		t.Fatalf("exp: %s\ngot: %s", exepected, got)
	}

	got = executeAndGetJSON("drop measurement memory", executor)
	exepected = `[{}]`
	if exepected != got {
		t.Fatalf("exp: %s\ngot: %s", exepected, got)
	}

	validateDrop := func() {
		got = executeAndGetJSON("show series", executor)
		exepected = `[{"series":[{"name":"cpu","columns":["_key","host"],"values":[["cpu,host=server","server"]]}]}]`
		if exepected != got {
			t.Fatalf("exp: %s\ngot: %s", exepected, got)
		}
		got = executeAndGetJSON("show measurements", executor)
		exepected = `[{"series":[{"name":"measurements","columns":["name"],"values":[["cpu"]]}]}]`
		if exepected != got {
			t.Fatalf("exp: %s\ngot: %s", exepected, got)
		}
		got = executeAndGetJSON("select * from memory", executor)
		exepected = `[{}]`
		if exepected != got {
			t.Fatalf("exp: %s\ngot: %s", exepected, got)
		}
	}

	validateDrop()
	store.Close()
	store, executor = testStoreAndExecutor(store.Path())
	validateDrop()
}

func TestShardMapper_WriteAndSingleMapperRawQueryMultiValue(t *testing.T) {
	tmpDir, _ := ioutil.TempDir("", "shard_test")
	defer os.RemoveAll(tmpDir)
	shard := mustCreateShard(tmpDir)

	pt1time := time.Unix(1, 0).UTC()
	pt1 := models.NewPoint(
		"cpu",
		map[string]string{"host": "serverA", "region": "us-east"},
		map[string]interface{}{"foo": 42, "bar": 43},
		pt1time,
	)
	pt2time := time.Unix(2, 0).UTC()
	pt2 := models.NewPoint(
		"cpu",
		map[string]string{"host": "serverB", "region": "us-east"},
		map[string]interface{}{"foo": 60, "bar": 61},
		pt2time,
	)
	err := shard.WritePoints([]models.Point{pt1, pt2})
	if err != nil {
		t.Fatalf(err.Error())
	}

	var tests = []struct {
		stmt      string
		chunkSize int
		expected  []string
	}{
		{
			stmt:     `SELECT foo FROM cpu`,
			expected: []string{`{"name":"cpu","fields":["foo"],"values":[{"time":1000000000,"value":42,"tags":{"host":"serverA","region":"us-east"}},{"time":2000000000,"value":60,"tags":{"host":"serverB","region":"us-east"}}]}`},
		},
		{
			stmt:     `SELECT foo,bar FROM cpu`,
			expected: []string{`{"name":"cpu","fields":["bar","foo"],"values":[{"time":1000000000,"value":{"bar":43,"foo":42},"tags":{"host":"serverA","region":"us-east"}},{"time":2000000000,"value":{"bar":61,"foo":60},"tags":{"host":"serverB","region":"us-east"}}]}`},
		},
	}

	for _, tt := range tests {
		stmt := mustParseSelectStatement(tt.stmt)
		mapper := openRawMapperOrFail(t, shard, stmt, tt.chunkSize)

		for i, s := range tt.expected {
			got := nextRawChunkAsJson(t, mapper)
			if got != s {
				t.Errorf("test '%s'\n\tgot      %s\n\texpected %s", tt.stmt, got, tt.expected[i])
				break
			}
		}
	}
}

func TestWritePointsAndExecuteQuery(t *testing.T) {
	store, executor := testStoreAndExecutor("")
	defer os.RemoveAll(store.Path())

	// Write first point.
	if err := store.WriteToShard(shardID, []models.Point{models.NewPoint(
		"cpu",
		map[string]string{"host": "server"},
		map[string]interface{}{"value": 1.0},
		time.Unix(1, 2),
	)}); err != nil {
		t.Fatalf(err.Error())
	}

	// Write second point.
	if err := store.WriteToShard(shardID, []models.Point{models.NewPoint(
		"cpu",
		map[string]string{"host": "server"},
		map[string]interface{}{"value": 1.0},
		time.Unix(2, 3),
	)}); err != nil {
		t.Fatalf(err.Error())
	}

	got := executeAndGetJSON("SELECT * FROM cpu", executor)
	exepected := `[{"series":[{"name":"cpu","columns":["time","host","value"],"values":[["1970-01-01T00:00:01.000000002Z","server",1],["1970-01-01T00:00:02.000000003Z","server",1]]}]}]`
	if exepected != got {
		t.Fatalf("\nexp: %s\ngot: %s", exepected, got)
	}

	got = executeAndGetJSON("SELECT * FROM cpu GROUP BY *", executor)
	exepected = `[{"series":[{"name":"cpu","tags":{"host":"server"},"columns":["time","value"],"values":[["1970-01-01T00:00:01.000000002Z",1],["1970-01-01T00:00:02.000000003Z",1]]}]}]`
	if exepected != got {
		t.Fatalf("\nexp: %s\ngot: %s", exepected, got)
	}

	store.Close()
	conf := store.EngineOptions.Config
	store = tsdb.NewStore(store.Path())
	store.EngineOptions.Config = conf
	if err := store.Open(); err != nil {
		t.Fatalf(err.Error())
	}
	executor.Store = store
	executor.ShardMapper = &testShardMapper{store: store}

	got = executeAndGetJSON("SELECT * FROM cpu GROUP BY *", executor)
	if exepected != got {
		t.Fatalf("\nexp: %s\ngot: %s", exepected, got)
	}
}

func jsonToPoints(buf []byte) ([]models.Point, error) {
	points := []models.Point{}

	var obj interface{}
	if err := json.Unmarshal(buf, &obj); err != nil {
		return nil, err
	}
	m := obj.(map[string]interface{})

	tags := models.Tags{
		"deviceGuid": m["deviceGuid"].(string),
	}

	ts, err := time.Parse(time.RFC3339Nano, m["timestamp"].(string))
	if err != nil {
		return nil, err
	}

	pt, err := models.NewPoint(
		m["notification"].(string),
		tags,
		m["parameters"].(map[string]interface{}),
		ts,
	)

	if err != nil {
		return nil, err
	}

	points = append(points, pt)

	return points, nil
}

func TestParsePointToString(t *testing.T) {
	line := `cpu,host=serverA,region=us-east bool=false,float=11,float2=12.123,int=10i,str="string val" 1000000000`
	pts, err := models.ParsePoints([]byte(line))
	if err != nil {
		t.Fatalf(`ParsePoints() failed. got %s`, err)
	}
	if exp := 1; len(pts) != exp {
		t.Errorf("ParsePoint() len mismatch: got %v, exp %v", len(pts), exp)
	}
	pt := pts[0]

	got := pt.String()
	if line != got {
		t.Errorf("ParsePoint() to string mismatch:\n got %v\n exp %v", got, line)
	}

	pt = models.NewPoint("cpu", models.Tags{"host": "serverA", "region": "us-east"},
		models.Fields{"int": 10, "float": float64(11.0), "float2": float64(12.123), "bool": false, "str": "string val"},
		time.Unix(1, 0))

	got = pt.String()
	if line != got {
		t.Errorf("NewPoint() to string mismatch:\n got %v\n exp %v", got, line)
	}
}

func TestFilterMatchMultipleWildcards(t *testing.T) {
	p, err := graphite.NewParser([]string{
		"*.* .wrong.measurement*",
		"servers.* .host.measurement*", // should match this
		"servers.localhost .wrong.measurement*",
		"*.localhost .wrong.measurement*",
	}, nil)

	if err != nil {
		t.Fatalf("unexpected error creating parser, got %v", err)
	}

	exp := models.NewPoint("cpu_load",
		models.Tags{"host": "server01"},
		models.Fields{"value": float64(11)},
		time.Unix(1435077219, 0))

	pt, err := p.Parse("servers.server01.cpu_load 11 1435077219")
	if err != nil {
		t.Fatalf("parse error: %v", err)
	}

	if exp.String() != pt.String() {
		t.Errorf("parse mismatch: got %v, exp %v", pt.String(), exp.String())
	}
}

func TestParsePointWithTags(t *testing.T) {
	test(t,
		"cpu,host=serverA,region=us-east value=1.0 1000000000",
		models.NewPoint("cpu",
			models.Tags{"host": "serverA", "region": "us-east"},
			models.Fields{"value": 1.0}, time.Unix(1, 0)))
}

// convertRowToPoints will convert a query result Row into Points that can be written back in.
// Used for INTO queries
func convertRowToPoints(measurementName string, row *models.Row) ([]models.Point, error) {
	// figure out which parts of the result are the time and which are the fields
	timeIndex := -1
	fieldIndexes := make(map[string]int)
	for i, c := range row.Columns {
		if c == "time" {
			timeIndex = i
		} else {
			fieldIndexes[c] = i
		}
	}

	if timeIndex == -1 {
		return nil, errors.New("error finding time index in result")
	}

	points := make([]models.Point, 0, len(row.Values))
	for _, v := range row.Values {
		vals := make(map[string]interface{})
		for fieldName, fieldIndex := range fieldIndexes {
			val := v[fieldIndex]
			if val != nil {
				vals[fieldName] = v[fieldIndex]
			}
		}

		p := models.NewPoint(measurementName, row.Tags, vals, v[timeIndex].(time.Time))

		points = append(points, p)
	}

	return points, nil
}