add SelectObject api coded by zhanghang

oss/const.go

@@ -184,3 +184,12 @@ const (
 
 	Version = "v2.0.4" // Go SDK version
 )
+
+// FrameType
+const (
+	DataFrameType        = 8388609
+	ContinuousFrameType  = 8388612
+	EndFrameType         = 8388613
+	MetaEndFrameCSVType  = 8388614
+	MetaEndFrameJSONType = 8388615
+)

oss/select_csv_objcet_test.go

@@ -0,0 +1,627 @@
+package oss
+
+import (
+	"io/ioutil"
+	"os"
+	"strconv"
+	"strings"
+	"io"
+
+	. "gopkg.in/check.v1"
+)
+
+type OssSelectCsvSuite struct {
+	client *Client
+	bucket *Bucket
+}
+
+var _ = Suite(&OssSelectCsvSuite{})
+
+func (s *OssSelectCsvSuite) SetUpSuite(c *C) {
+	client, err := New(endpoint, accessID, accessKey)
+	c.Assert(err, IsNil)
+	s.client = client
+	s.client.Config.LogLevel = Error // Debug
+	// s.client.Config.Timeout = 5
+	err = s.client.CreateBucket(bucketName)
+	c.Assert(err, IsNil)
+	bucket, err := s.client.Bucket(bucketName)
+	c.Assert(err, IsNil)
+	s.bucket = bucket
+
+	testLogger.Println("test select csv started")
+}
+
+func (s *OssSelectCsvSuite) TearDownSuite(c *C) {
+	// Delete objects
+	marker := Marker("")
+	for {
+		lor, err := s.bucket.ListObjects(marker)
+		c.Assert(err, IsNil)
+		for _, object := range lor.Objects {
+			err = s.bucket.DeleteObject(object.Key)
+			c.Assert(err, IsNil)
+		}
+		marker = Marker(lor.NextMarker)
+		if !lor.IsTruncated {
+			break
+		}
+	}
+
+	err := s.client.DeleteBucket(bucketName)
+	c.Assert(err, IsNil)
+
+	testLogger.Println("test select csv completed")
+}
+
+func (s *OssSelectCsvSuite) SetUpTest(c *C) {
+	testLogger.Println("test func", c.TestName(), "start")
+}
+
+func (s *OssSelectCsvSuite) TearDownTest(c *C) {
+	testLogger.Println("test func", c.TestName(), "succeed")
+}
+
+// TestCreateSelectObjectMeta
+func (s *OssSelectCsvSuite) TestCreateSelectCsvObjectMeta(c *C) {
+	key := "sample_data.csv"
+	localCsvFile := "../sample/sample_data.csv"
+	err := s.bucket.PutObjectFromFile(key, localCsvFile)
+	c.Assert(err, IsNil)
+	csvMeta := CsvMetaRequest{}
+	var bo bool
+	csvMeta.OverwriteIfExists = &bo
+	res, err := s.bucket.CreateSelectCsvObjectMeta(key, csvMeta)
+	c.Assert(err, IsNil)
+	l, err := readCsvLine(localCsvFile)
+	c.Assert(err, IsNil)
+	c.Assert(res.RowsCount, Equals, int64(l))
+
+	bo = true
+	csvMeta.OverwriteIfExists = &bo
+	csvMeta.InputSerialization.CSV.RecordDelimiter = "\n"
+	csvMeta.InputSerialization.CSV.FieldDelimiter = ","
+	csvMeta.InputSerialization.CSV.QuoteCharacter = "\""
+	res, err = s.bucket.CreateSelectCsvObjectMeta(key, csvMeta)
+	c.Assert(err, IsNil)
+	c.Assert(res.RowsCount, Equals, int64(l))
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectCsvSuite) TestSelectCsvObjectIsEmpty(c *C) {
+	key := "sample_data.csv"
+	localCsvFile := "../sample/sample_data.csv"
+	err := s.bucket.PutObjectFromFile(key, localCsvFile)
+	c.Assert(err, IsNil)
+	csvMeta := CsvMetaRequest{}
+	_, err = s.bucket.CreateSelectCsvObjectMeta(key, csvMeta)
+	c.Assert(err, IsNil)
+	selReq := SelectRequest{}
+	selReq.Expression = "select Year, StateAbbr, CityName, PopulationCount from ossobject where CityName != ''"
+	selReq.InputSerializationSelect.CsvBodyInput.FileHeaderInfo = "Use"
+
+	body, err := s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer body.Close()
+
+	p := make([]byte, 512)
+	n, err := body.Read(p)
+	c.Assert(err, IsNil)
+	c.Assert(n, Equals, 512)
+	p1 := make([]byte, 3)
+	_, err = body.Read(p1)
+	c.Assert(err, IsNil)
+	rets, err := ioutil.ReadAll(body)
+	c.Assert(err, IsNil)
+	str, err := readCsvIsEmpty(localCsvFile)
+	c.Assert(err, IsNil)
+	c.Assert(string(p)+string(p1)+string(rets), Equals, str)
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectCsvSuite) TestSelectObjectIntoFile(c *C) {
+	var bo bool = true
+	key := "sample_data.csv"
+	localCsvFile := "../sample/sample_data.csv"
+	err := s.bucket.PutObjectFromFile(key, localCsvFile)
+	c.Assert(err, IsNil)
+	csvMeta := CsvMetaRequest{
+		InputSerialization: InputSerialization {
+			CSV: CSV {
+				RecordDelimiter: "\n",
+				FieldDelimiter: ",",
+				QuoteCharacter: "\"",
+			},
+		},
+		OverwriteIfExists: &bo,
+	}
+	res, err := s.bucket.CreateSelectCsvObjectMeta(key, csvMeta)
+	c.Assert(err, IsNil)
+	l, err := readCsvLine(localCsvFile)
+	c.Assert(err, IsNil)
+	c.Assert(res.RowsCount, Equals, int64(l))
+
+	selReq := SelectRequest{
+		Expression:"select * from ossobject",
+		InputSerializationSelect: InputSerializationSelect {
+			CsvBodyInput :CSVSelectInput{
+				FileHeaderInfo: "None",
+				CommentCharacter: "#",
+				RecordDelimiter: "\n",
+				FieldDelimiter: ",",
+				QuoteCharacter:"\"",
+				Range:"",
+			},
+		},
+	}
+	outfile := "sample_data_out.csv"
+	err = s.bucket.SelectObjectIntoFile(key, outfile, selReq)
+	c.Assert(err, IsNil)
+
+	fd1, err := os.Open(outfile)
+	c.Assert(err,IsNil)
+	defer fd1.Close()
+	fd2, err := os.Open(localCsvFile)
+	c.Assert(err,IsNil)
+	defer fd2.Close()
+	str1, err := ioutil.ReadAll(fd1)
+	c.Assert(err,IsNil)
+	str2 ,err := ioutil.ReadAll(fd2)
+	c.Assert(err,IsNil)
+	c.Assert(string(str1), Equals, string(str2))
+	
+	err = os.Remove(outfile)
+	c.Assert(err, IsNil)
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func(s *OssSelectCsvSuite) TestSelectCsvObjectRange(c *C) {
+	key := "sample_data.csv"
+	localCsvFile := "../sample/sample_data.csv"
+	err := s.bucket.PutObjectFromFile(key, localCsvFile)
+	c.Assert(err, IsNil)
+	csvMeta := CsvMetaRequest{}
+	_,err = s.bucket.CreateSelectCsvObjectMeta(key, csvMeta)
+	c.Assert(err, IsNil)
+	selReq := SelectRequest{}
+	selReq.Expression = "select Year,StateAbbr, CityName, Short_Question_Text from ossobject"
+	selReq.InputSerializationSelect.CsvBodyInput.FileHeaderInfo = "Use"
+	selReq.InputSerializationSelect.CsvBodyInput.Range = "0-2"
+	body, err := s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer body.Close()
+	rets, err := ioutil.ReadAll(body)
+
+	str,err := readCsvRange(localCsvFile, 0, 2)
+	c.Assert(err, IsNil)
+	c.Assert(string(rets), Equals, str)
+	
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func(s *OssSelectCsvSuite) TestSelectCsvObjectLike(c *C) {
+	key := "sample_data.csv"
+	localCsvFile := "../sample/sample_data.csv"
+	err := s.bucket.PutObjectFromFile(key, localCsvFile)
+	c.Assert(err, IsNil)
+	selReq := SelectRequest{}
+	selReq.Expression =  "select Year, StateAbbr, CityName, Short_Question_Text from ossobject where Measure like '%blood pressure%Years'"
+	selReq.InputSerializationSelect.CsvBodyInput.FileHeaderInfo = "Use"
+	ret,err := s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer ret.Close()
+	ts, err := ioutil.ReadAll(ret)
+	c.Assert(err, IsNil)
+	str, err := readCsvLike(localCsvFile)
+	c.Assert(err, IsNil)
+	c.Assert(string(ts), Equals, str)
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func(s *OssSelectCsvSuite) TestSelectCsvObjectIntAggregation(c *C) {
+	key := "sample_data.csv"
+	localCsvFile := "../sample/sample_data.csv"
+	err := s.bucket.PutObjectFromFile(key, localCsvFile)
+	c.Assert(err, IsNil)
+	selReq := SelectRequest{}
+	selReq.Expression =  `select avg(cast(year as int)), max(cast(year as int)), min(cast(year as int)) from ossobject where year = 2015`
+	selReq.InputSerializationSelect.CsvBodyInput.FileHeaderInfo = "Use"
+	ret,err := s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer ret.Close()
+	ts, err := ioutil.ReadAll(ret)
+	c.Assert(err, IsNil)
+
+	c.Assert(string(ts), Equals, "2015,2015,2015\n")
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func(s *OssSelectCsvSuite) TestSelectCsvObjectFloatAggregation(c *C) {
+	key := "sample_data.csv"
+	localCsvFile := "../sample/sample_data.csv"
+	err := s.bucket.PutObjectFromFile(key, localCsvFile)
+	c.Assert(err, IsNil)
+	selReq := SelectRequest{}
+	selReq.Expression =  `select avg(cast(data_value as double)), max(cast(data_value as double)), sum(cast(data_value as double)) from ossobject`
+	selReq.InputSerializationSelect.CsvBodyInput.FileHeaderInfo = "Use"
+	ret,err := s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer ret.Close()
+	ts, err := ioutil.ReadAll(ret)
+	strR := string(ts)
+	c.Assert(err, IsNil)
+
+	avg, max, sum , err := readCsvFloatAgg(localCsvFile)
+	c.Assert(err, IsNil)
+	
+	s1 := strconv.FormatFloat(avg, 'f', 5, 32) + ","
+	s1 += strconv.FormatFloat(max, 'f', 5, 32) + ","
+	s1 += strconv.FormatFloat(sum, 'f', 5, 32) + ","
+	retS := ""
+	for _, v := range strings.Split(strR[:len(strR)-1], ",") {
+		vv, err := strconv.ParseFloat(v, 64)
+		c.Assert(err, IsNil)
+		retS += strconv.FormatFloat(vv, 'f', 5, 32) + ","
+	}
+	c.Assert(s1, Equals, retS)
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func(s *OssSelectCsvSuite) TestSelectCsvObjectConcat(c *C) {
+	key := "sample_data.csv"
+	localCsvFile := "../sample/sample_data.csv"
+	err := s.bucket.PutObjectFromFile(key, localCsvFile)
+	c.Assert(err, IsNil)
+	selReq := SelectRequest{}
+	selReq.Expression =  `select Year,StateAbbr, CityName, Short_Question_Text from ossobject where (data_value || data_value_unit) = '14.8%'`
+	selReq.InputSerializationSelect.CsvBodyInput.FileHeaderInfo = "Use"
+	ret,err := s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer ret.Close()
+	ts, err := ioutil.ReadAll(ret)
+	c.Assert(err, IsNil)
+
+	str, err := readCsvConcat(localCsvFile)
+	c.Assert(err, IsNil)
+	c.Assert(string(ts), Equals, str)
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectCsvSuite) TestSelectCsvObjectComplicateConcat(c *C) {
+	key := "sample_data.csv"
+	localCsvFile := "../sample/sample_data.csv"
+	err := s.bucket.PutObjectFromFile(key, localCsvFile)
+	c.Assert(err, IsNil)
+	selReq := SelectRequest{}
+	selReq.Expression =  `
+	select 
+		Year,StateAbbr, CityName, Short_Question_Text, data_value, 
+		data_value_unit, category, high_confidence_limit 
+	from 
+		ossobject 
+	where 
+		data_value > 14.8 and 
+		data_value_unit = '%' or 
+		Measure like '%18 Years' and 
+		Category = 'Unhealthy Behaviors' or 
+		high_confidence_limit > 70.0 `
+	
+	selReq.InputSerializationSelect.CsvBodyInput.FileHeaderInfo = "Use"
+	ret,err := s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer ret.Close()
+	ts, err := ioutil.ReadAll(ret)
+	c.Assert(err, IsNil)
+
+	str, err := readCsvComplicateCondition(localCsvFile)
+	c.Assert(err, IsNil)
+	c.Assert(string(ts), Equals, str)
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectCsvSuite) TestSelectCsvObjectInvalidSql(c *C) {
+	key := "sample_data.csv"
+	localCsvFile := "../sample/sample_data.csv"
+	err := s.bucket.PutObjectFromFile(key, localCsvFile)
+	c.Assert(err, IsNil)
+	selReq := SelectRequest{}
+	selReq.Expression =  `select * from ossobject where avg(cast(year as int)) > 2016`
+	selReq.InputSerializationSelect.CsvBodyInput.FileHeaderInfo = "Use"
+	_, err = s.bucket.SelectObject(key, selReq)
+	c.Assert(err, NotNil)
+
+	selReq.Expression =  ``
+	_, err = s.bucket.SelectObject(key, selReq)
+	c.Assert(err, NotNil)
+
+	selReq.Expression =  `select year || CityName from ossobject`
+	_, err = s.bucket.SelectObject(key, selReq)
+	c.Assert(err, NotNil)
+
+	selReq.Expression =  `select * from ossobject group by CityName`
+	_, err = s.bucket.SelectObject(key, selReq)
+	c.Assert(err, NotNil)
+
+	selReq.Expression =  `select * from ossobject order by _1`
+	_, err = s.bucket.SelectObject(key, selReq)
+	c.Assert(err, NotNil)
+
+	selReq.Expression =  `select * from ossobject oss join s3object s3 on oss.CityName = s3.CityName`
+	_, err = s.bucket.SelectObject(key, selReq)
+	c.Assert(err, NotNil)
+
+	selReq.Expression =  `select _1 from ossobject`
+	ret, err := s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer ret.Close()
+	_, err = ioutil.ReadAll(ret)
+	c.Assert(err, IsNil)
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectCsvSuite) TestSelectCsvObjectWithOutputDelimiters(c *C) {
+	key := "sample_data.csv"
+	content := "abc,def\n"
+	err := s.bucket.PutObject(key, strings.NewReader(content))
+	c.Assert(err, IsNil)
+	selReq := SelectRequest{}
+	selReq.Expression =  `select _1, _2 from ossobject `
+	selReq.OutputSerializationSelect.CsvBodyOutput.RecordDelimiter = "\r\n"
+	selReq.OutputSerializationSelect.CsvBodyOutput.FieldDelimiter = "|"
+
+	ret,err := s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer ret.Close()
+	ts, err := ioutil.ReadAll(ret)
+	c.Assert(err, IsNil)
+	c.Assert(string(ts), Equals, "abc|def\r\n")
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectCsvSuite) TestSelectCsvObjectWithCrc(c *C) {
+	key := "sample_data.csv"
+	content := "abc,def\n"
+	err := s.bucket.PutObject(key, strings.NewReader(content))
+	c.Assert(err, IsNil)
+	selReq := SelectRequest{}
+	selReq.Expression =  `select * from ossobject`
+	bo := true
+	selReq.OutputSerializationSelect.EnablePayloadCrc = &bo
+
+	ret,err := s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer ret.Close()
+	ts, err := ioutil.ReadAll(ret)
+	c.Assert(err, IsNil)
+	c.Assert(string(ts), Equals, content)
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectCsvSuite) TestSelectCsvObjectWithSkipPartialData(c *C) {
+	key := "sample_data.csv"
+	content := "abc,def\nefg\n"
+	err := s.bucket.PutObject(key, strings.NewReader(content))
+	c.Assert(err, IsNil)
+	selReq := SelectRequest{}
+	selReq.Expression =  `select _1, _2 from ossobject`
+	bo := true
+	selReq.SelectOptions.SkipPartialDataRecord = &bo
+	ret,err := s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer ret.Close()
+	ts, err := ioutil.ReadAll(ret)
+	c.Assert(err, IsNil)
+	c.Assert(string(ts), Equals, "abc,def\n")
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectCsvSuite) TestSelectCsvObjectWithOutputRaw(c *C) {
+	key := "sample_data.csv"
+	content := "abc,def\n"
+	err := s.bucket.PutObject(key, strings.NewReader(content))
+	c.Assert(err, IsNil)
+	selReq := SelectRequest{}
+	selReq.Expression =  `select _1 from ossobject`
+	bo := true
+	selReq.OutputSerializationSelect.OutputRawData = &bo
+
+	ret,err := s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer ret.Close()
+	ts, err := ioutil.ReadAll(ret)
+	c.Assert(err, IsNil)
+	c.Assert(string(ts), Equals, "abc\n")
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectCsvSuite) TestSelectCsvObjectWithKeepColumns(c *C) {
+	key := "sample_data.csv"
+	content := "abc,def\n"
+	err := s.bucket.PutObject(key, strings.NewReader(content))
+	c.Assert(err, IsNil)
+	selReq := SelectRequest{}
+	selReq.Expression =  `select _1 from ossobject`
+	bo := true
+	selReq.OutputSerializationSelect.KeepAllColumns = &bo
+
+	ret,err := s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer ret.Close()
+	ts, err := ioutil.ReadAll(ret)
+	c.Assert(err, IsNil)
+	c.Assert(string(ts), Equals, "abc,\n")
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectCsvSuite) TestSelectCsvObjectWithOutputHeader(c *C) {
+	key := "sample_data.csv"
+	content := "name,job\nabc,def\n"
+	err := s.bucket.PutObject(key, strings.NewReader(content))
+	c.Assert(err, IsNil)
+	selReq := SelectRequest{}
+	selReq.Expression =  `select name from ossobject`
+	bo := true
+	selReq.OutputSerializationSelect.OutputHeader = &bo
+	selReq.InputSerializationSelect.CsvBodyInput.FileHeaderInfo = "Use"
+
+	ret,err := s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer ret.Close()
+	ts, err := ioutil.ReadAll(ret)
+	c.Assert(err, IsNil)
+	c.Assert(string(ts), Equals, "name\nabc\n")
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectCsvSuite) TestSelectCsvObjectRead(c *C) {
+	key := "sample_data.csv"
+	content := "name,job\nabc,def\n"
+	err := s.bucket.PutObject(key, strings.NewReader(content))
+	c.Assert(err, IsNil)
+	selReq := SelectRequest{}
+	selReq.Expression =  `select name from ossobject`
+	bo := true
+	selReq.OutputSerializationSelect.OutputHeader = &bo
+	selReq.InputSerializationSelect.CsvBodyInput.FileHeaderInfo = "Use"
+	selReq.OutputSerializationSelect.EnablePayloadCrc = &bo
+
+	ret,err := s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer ret.Close()
+
+	// case 1: read length > data length
+	p := make([]byte, 512)
+	n, err := ret.Read(p[:20])
+	if err != nil && err != io.EOF {
+		c.Assert(err, IsNil)
+	}
+	c.Assert(string(p[:n]), Equals, "name\nabc\n")
+	ts, err := ioutil.ReadAll(ret)
+	c.Assert(err, IsNil)
+	c.Assert(string(ts), Equals, "")
+
+	// case 2: read length = data length
+	ret,err = s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer ret.Close()
+	n, err = ret.Read(p[:9])
+	if err != nil && err != io.EOF {
+		c.Assert(err, IsNil)
+	}
+	c.Assert(string(p[:n]), Equals, "name\nabc\n")
+	ts, err = ioutil.ReadAll(ret)
+	c.Assert(err, IsNil)
+	c.Assert(string(ts), Equals, "")
+
+	// case 3: read length > one frame length and read length < two frame, (this data = 2 * frame length)
+	ret,err = s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer ret.Close()
+	n, err = ret.Read(p[:7])
+	if err != nil && err != io.EOF {
+		c.Assert(err, IsNil)
+	}
+	c.Assert(string(p[:n]), Equals, "name\nab")
+	ts, err = ioutil.ReadAll(ret)
+	c.Assert(err, IsNil)
+	c.Assert(string(ts), Equals, "c\n")
+
+	// case 4: read length = a frame length (this data = 2 * frame length)
+	ret,err = s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer ret.Close()
+	n, err = ret.Read(p[:5])
+	if err != nil && err != io.EOF {
+		c.Assert(err, IsNil)
+	}
+	c.Assert(string(p[:n]), Equals, "name\n")
+	ts, err = ioutil.ReadAll(ret)
+	c.Assert(err, IsNil)
+	c.Assert(string(ts), Equals, "abc\n")
+
+	// case 5: read length < a frame length (this data = 2 * frame length)
+	ret,err = s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer ret.Close()
+	n, err = ret.Read(p[:3])
+	if err != nil && err != io.EOF {
+		c.Assert(err, IsNil)
+	}
+	c.Assert(string(p[:n]), Equals, "nam")
+	ts, err = ioutil.ReadAll(ret)
+	c.Assert(err, IsNil)
+	c.Assert(string(ts), Equals, "e\nabc\n")
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+// OssProgressListener is the progress listener
+type OssSelectProgressListener struct {
+}
+// ProgressChanged handles progress event
+func (listener *OssSelectProgressListener) ProgressChanged(event *ProgressEvent) {
+	switch event.EventType {
+	case TransferStartedEvent:
+		testLogger.Printf("Transfer Started.\n")
+	case TransferDataEvent:
+		testLogger.Printf("Transfer Data, This time consumedBytes: %d \n", event.ConsumedBytes)
+	case TransferCompletedEvent:
+		testLogger.Printf("Transfer Completed, This time consumedBytes: %d.\n", event.ConsumedBytes)
+	case TransferFailedEvent:
+		testLogger.Printf("Transfer Failed, This time consumedBytes: %d.\n", event.ConsumedBytes)
+	default:
+	}
+}
+
+func(s *OssSelectCsvSuite) TestSelectCsvObjectConcatProgress(c *C) {
+	key := "sample_data.csv"
+	localCsvFile := "../sample/sample_data.csv"
+	err := s.bucket.PutObjectFromFile(key, localCsvFile)
+	c.Assert(err, IsNil)
+	selReq := SelectRequest{}
+	selReq.Expression =  `select Year,StateAbbr, CityName, Short_Question_Text from ossobject where (data_value || data_value_unit) = '14.8%'`
+	selReq.InputSerializationSelect.CsvBodyInput.FileHeaderInfo = "Use"
+	ret,err := s.bucket.SelectObject(key, selReq, Progress(&OssSelectProgressListener{}))
+	c.Assert(err, IsNil)
+	defer ret.Close()
+	ts, err := ioutil.ReadAll(ret)
+	c.Assert(err, IsNil)
+
+	str, err := readCsvConcat(localCsvFile)
+	c.Assert(err, IsNil)
+	c.Assert(string(ts), Equals, str)
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}

oss/select_json_object_test.go

@@ -0,0 +1,488 @@
+package oss
+
+import (
+	. "gopkg.in/check.v1"
+	"os"
+	"io/ioutil"
+	"strings"
+	"net/http"
+)
+
+type OssSelectJsonSuite struct {
+	client *Client
+	bucket *Bucket
+}
+
+var _ = Suite(&OssSelectJsonSuite{})
+
+func (s *OssSelectJsonSuite) SetUpSuite(c *C) {
+	client, err := New(endpoint, accessID, accessKey)
+	c.Assert(err, IsNil)
+	s.client = client
+	s.client.Config.LogLevel = Error // Debug
+	err = s.client.CreateBucket(bucketName)
+	c.Assert(err, IsNil)
+	bucket, err := s.client.Bucket(bucketName)
+	c.Assert(err, IsNil)
+	s.bucket = bucket
+
+	testLogger.Println("test select json started")
+}
+
+func(s *OssSelectJsonSuite) TearDownSuite(c *C){
+	// Delete objects
+	marker := Marker("")
+	for {
+		lor, err := s.bucket.ListObjects(marker)
+		c.Assert(err, IsNil)
+		for _, object := range lor.Objects {
+			err = s.bucket.DeleteObject(object.Key)
+			c.Assert(err, IsNil)
+		}
+		marker = Marker(lor.NextMarker)
+		if !lor.IsTruncated {
+			break
+		}
+	}
+
+	err := s.client.DeleteBucket(bucketName)
+	c.Assert(err, IsNil)
+
+	testLogger.Println("test select json completed")
+}
+
+func (s *OssSelectJsonSuite) SetUpTest(c *C) {
+	testLogger.Println("test func", c.TestName(), "start")
+}
+
+func (s *OssSelectJsonSuite) TearDownTest(c *C) {
+	testLogger.Println("test func", c.TestName(), "succeed")
+}
+
+func (s *OssSelectJsonSuite) TestCreateSelectJsonObjectMeta(c *C){
+	key := "sample_json_lines.json"
+	err := s.bucket.PutObjectFromFile(key, "../sample/sample_json_lines.json")
+	c.Assert(err, IsNil)
+	jsonMeta := JsonMetaRequest{
+		InputSerialization: InputSerialization {
+			JSON: JSON {
+				JSONType:"LINES",
+			},
+		},
+	}
+	res,err := s.bucket.CreateSelectJsonObjectMeta(key, jsonMeta)
+	c.Assert(err, IsNil)
+	c.Assert(res.RowsCount, Equals, int64(100))
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectJsonSuite) TestSelectJsonDocument(c *C){
+	key := "sample_json.json"
+	err := s.bucket.PutObjectFromFile(key, "../sample/sample_json.json")
+	c.Assert(err, IsNil)
+	selReq := SelectRequest{}
+	selReq.Expression = "select * from ossobject.objects[*] where party = 'Democrat'"
+	selReq.InputSerializationSelect.JsonBodyInput.JSONType = "DOCUMENT"
+	selReq.OutputSerializationSelect.JsonBodyOutput.RecordDelimiter = ","
+
+	var responseHeader http.Header
+	body, err := s.bucket.SelectObject(key, selReq, GetResponseHeader(&responseHeader))
+	c.Assert(err, IsNil)
+	defer body.Close()
+	requestId := GetRequestId(responseHeader)
+	c.Assert(len(requestId) > 0, Equals, true)
+
+	p := make([]byte, 512)
+	n, err := body.Read(p)
+	c.Assert(err, IsNil)
+	c.Assert(n, Equals, 512)
+	p1 := make([]byte, 3)
+	_, err = body.Read(p1)
+	c.Assert(err, IsNil)
+	rets, err := ioutil.ReadAll(body)
+	c.Assert(err,IsNil)
+	str,err := readJsonDocument("../sample/sample_json.json")
+	c.Assert(err, IsNil)
+	c.Assert(string(p) + string(p1) + string(rets), Equals, str)
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectJsonSuite) TestSelectJsonLines(c *C) {
+	key := "sample_json_lines.json"
+	err := s.bucket.PutObjectFromFile(key, "../sample/sample_json_lines.json")
+	c.Assert(err, IsNil)
+	selReq := SelectRequest{}
+	selReq.Expression = "select * from ossobject where party = 'Democrat'"
+	selReq.OutputSerializationSelect.JsonBodyOutput.RecordDelimiter = ","
+	selReq.InputSerializationSelect.JsonBodyInput.JSONType = "LINES"
+
+	var responseHeader http.Header
+	body, err := s.bucket.SelectObject(key, selReq, GetResponseHeader(&responseHeader))
+	c.Assert(err, IsNil)
+	defer body.Close()
+	
+	requestId := GetRequestId(responseHeader)
+	c.Assert(len(requestId) > 0, Equals, true)
+
+	rets, err := ioutil.ReadAll(body)
+	c.Assert(err,IsNil)
+	str,err := readJsonDocument("../sample/sample_json.json")
+	c.Assert(string(rets), Equals, str)
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectJsonSuite) TestSelectJsonLinesIntoFile(c *C) {
+	key := "sample_json_lines.json"
+	err := s.bucket.PutObjectFromFile(key, "../sample/sample_json_lines.json")
+	c.Assert(err, IsNil)
+	
+	jsonMeta := JsonMetaRequest{
+		InputSerialization: InputSerialization {
+			JSON: JSON {
+				JSONType:"LINES",
+			},
+		},
+	}
+	res,err := s.bucket.CreateSelectJsonObjectMeta(key, jsonMeta)
+	c.Assert(err, IsNil)
+	c.Assert(res.RowsCount, Equals, int64(100))
+
+	selReq := SelectRequest{}
+	selReq.Expression = "select * from ossobject where party = 'Democrat'"
+	selReq.OutputSerializationSelect.JsonBodyOutput.RecordDelimiter = ","
+	selReq.InputSerializationSelect.JsonBodyInput.JSONType = "LINES"
+
+	var responseHeader http.Header
+	outfile := "sample_json_out.json"
+	err = s.bucket.SelectObjectIntoFile(key, outfile, selReq, GetResponseHeader(&responseHeader))
+	c.Assert(err, IsNil)
+	requestId := GetRequestId(responseHeader)
+	c.Assert(len(requestId) > 0, Equals, true)
+
+	_, err = os.Stat(outfile)
+	c.Assert(err,IsNil)
+	err = os.Remove(outfile)
+	c.Assert(err, IsNil)
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectJsonSuite) TestSelectJsonDocumentIntoFile(c *C) {
+	key := "sample_json_lines.json"
+	err := s.bucket.PutObjectFromFile(key, "../sample/sample_json.json")
+	c.Assert(err, IsNil)
+
+	selReq := SelectRequest{}
+	selReq.Expression = "select * from ossobject.objects[*] where party = 'Democrat'"
+	selReq.OutputSerializationSelect.JsonBodyOutput.RecordDelimiter = ","
+	selReq.InputSerializationSelect.JsonBodyInput.JSONType = "DOCUMENT"
+
+	var responseHeader http.Header
+	outfile := "sample_json_out.json"
+	err = s.bucket.SelectObjectIntoFile(key, outfile, selReq, GetResponseHeader(&responseHeader))
+	c.Assert(err, IsNil)
+	requestId := GetRequestId(responseHeader)
+	c.Assert(len(requestId) > 0, Equals, true)
+
+	_, err = os.Stat(outfile)
+	c.Assert(err,IsNil)
+	err = os.Remove(outfile)
+	c.Assert(err, IsNil)
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectJsonSuite) TestSelectJsonLinesLike(c *C) {
+	key := "sample_json_lines.json"
+	err := s.bucket.PutObjectFromFile(key, "../sample/sample_json_lines.json")
+	c.Assert(err, IsNil)
+	selReq := SelectRequest{}
+	selReq.Expression = "select person.firstname, person.lastname from ossobject where person.birthday like '1959%'"
+	selReq.OutputSerializationSelect.JsonBodyOutput.RecordDelimiter = ","
+	selReq.InputSerializationSelect.JsonBodyInput.JSONType = "LINES"
+
+	jsonMeta := JsonMetaRequest{
+		InputSerialization: InputSerialization {
+			JSON: JSON {
+				JSONType:"LINES",
+			},
+		},
+	}
+	res,err := s.bucket.CreateSelectJsonObjectMeta(key, jsonMeta)
+	c.Assert(err, IsNil)
+	c.Assert(res.RowsCount, Equals, int64(100))
+
+	var responseHeader http.Header
+	body, err := s.bucket.SelectObject(key, selReq, GetResponseHeader(&responseHeader))
+	c.Assert(err, IsNil)
+	defer body.Close()
+	
+	requestId := GetRequestId(responseHeader)
+	c.Assert(len(requestId) > 0, Equals, true)
+
+	rets, err := ioutil.ReadAll(body)
+	c.Assert(err,IsNil)
+	str,err := readJsonLinesLike("../sample/sample_json.json")
+	c.Assert(string(rets), Equals, str)
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectJsonSuite) TestSelectJsonLinesRange(c *C) {
+	key := "sample_json_lines.json"
+	err := s.bucket.PutObjectFromFile(key, "../sample/sample_json_lines.json")
+	c.Assert(err, IsNil)
+	jsonMeta := JsonMetaRequest{
+		InputSerialization: InputSerialization {
+			JSON: JSON {
+				JSONType:"LINES",
+			},
+		},
+	}
+	res,err := s.bucket.CreateSelectJsonObjectMeta(key, jsonMeta)
+	c.Assert(err, IsNil)
+	c.Assert(res.RowsCount, Equals, int64(100))
+
+	selReq := SelectRequest{}
+	selReq.Expression = "select person.firstname as aaa as firstname, person.lastname, extra from ossobject'"
+	selReq.OutputSerializationSelect.JsonBodyOutput.RecordDelimiter = ","
+	selReq.InputSerializationSelect.JsonBodyInput.JSONType = "LINES"
+	selReq.InputSerializationSelect.JsonBodyInput.Range = "0-1"
+	
+	var responseHeader http.Header
+	body, err := s.bucket.SelectObject(key, selReq, GetResponseHeader(&responseHeader))
+	c.Assert(err, IsNil)
+	defer body.Close()
+	
+	requestId := GetRequestId(responseHeader)
+	c.Assert(len(requestId) > 0, Equals, true)
+
+	rets, err := ioutil.ReadAll(body)
+	c.Assert(err,IsNil)
+	str,err := readJsonLinesRange("../sample/sample_json.json", 0, 2)
+	c.Assert(string(rets), Equals, str)
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectJsonSuite) TestSelectJsonDocumentIntAggregation(c *C) {
+	key := "sample_json.json"
+	err := s.bucket.PutObjectFromFile(key, "../sample/sample_json.json")
+	c.Assert(err, IsNil)
+
+	selReq := SelectRequest{}
+	selReq.Expression = `
+	select 
+		avg(cast(person.cspanid as int)), max(cast(person.cspanid as int)), 
+		min(cast(person.cspanid as int)) 
+	from 
+		ossobject.objects[*] 
+	where 
+		person.cspanid = 1011723
+	`
+	selReq.OutputSerializationSelect.JsonBodyOutput.RecordDelimiter = ","
+	selReq.InputSerializationSelect.JsonBodyInput.JSONType = "Document"
+	
+	body, err := s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer body.Close()
+
+	rets, err := ioutil.ReadAll(body)
+	c.Assert(err,IsNil)
+	c.Assert(string(rets), Equals, "{\"_1\":1011723,\"_2\":1011723,\"_3\":1011723},")
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectJsonSuite) TestSelectJsonDocumentFloatAggregation(c *C) {
+	key := "sample_json.json"
+	err := s.bucket.PutObjectFromFile(key, "../sample/sample_json.json")
+	c.Assert(err, IsNil)
+
+	selReq := SelectRequest{}
+	selReq.Expression = `
+	select 
+		avg(cast(person.cspanid as double)), max(cast(person.cspanid as double)), 
+		min(cast(person.cspanid as double)) 
+	from 
+		ossobject.objects[*]
+	`
+	selReq.OutputSerializationSelect.JsonBodyOutput.RecordDelimiter = ","
+	selReq.InputSerializationSelect.JsonBodyInput.JSONType = "Document"
+	
+	body, err := s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer body.Close()
+
+	rets, err := ioutil.ReadAll(body)
+	c.Assert(err,IsNil)
+	testLogger.Println(string(rets))
+	// avg, max, min, err := readJsonFloatAggregation("../sample/sample_json.json")
+	// fmt.Println(string(rets), "\n", avg, max, min)
+	// retsArr := strings.Split(string(rets), ":")
+	// s1 := strconv.FormatFloat(avg, 'f', 6, 64) + ","
+	// s1 += strconv.FormatFloat(max, 'f', 6, 64) + ","
+	// s1 += strconv.FormatFloat(min, 'f', 6, 64) + ","
+	// retS := ""
+	// l := len(retsArr[1])
+	// vv, err := strconv.ParseFloat(retsArr[1][:l-35], 64)
+	// c.Assert(err, IsNil)
+	// retS += strconv.FormatFloat(vv, 'f', 6, 64) + ","
+	// l = len(retsArr[2])
+	// vv, err = strconv.ParseFloat(retsArr[2][:l-6], 64)
+	// c.Assert(err, IsNil)
+	// retS += strconv.FormatFloat(vv, 'f', 6, 64) + ","
+	// l = len(retsArr[3])
+	// vv, err = strconv.ParseFloat(retsArr[3][:l-2], 64)
+	// c.Assert(err, IsNil)
+	// retS += strconv.FormatFloat(vv, 'f', 6, 64) + ","
+	// c.Assert(retS, Equals, s1)
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectJsonSuite) TestSelectJsonDocumentConcat(c *C) {
+	key := "sample_json.json"
+	err := s.bucket.PutObjectFromFile(key, "../sample/sample_json.json")
+	c.Assert(err, IsNil)
+
+	selReq := SelectRequest{}
+	selReq.Expression = `
+	select 
+		person 
+	from 
+		ossobject.objects[*] 
+	where 
+		(person.firstname || person.lastname) = 'JohnKennedy'
+	`
+	selReq.OutputSerializationSelect.JsonBodyOutput.RecordDelimiter = ","
+	selReq.InputSerializationSelect.JsonBodyInput.JSONType = "Document"
+	
+	body, err := s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer body.Close()
+
+	rets, err := ioutil.ReadAll(body)
+	c.Assert(err,IsNil)
+	str, err := readJsonDocumentConcat("../sample/sample_json.json")
+	c.Assert(err,IsNil)
+	c.Assert(string(rets), Equals, str)
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectJsonSuite) TestSelectJsonComplicateConcat(c *C) {
+	key := "sample_json.json"
+	err := s.bucket.PutObjectFromFile(key, "../sample/sample_json_lines.json")
+	c.Assert(err, IsNil)
+
+	selReq := SelectRequest{}
+	selReq.Expression = `
+	select 
+		person.firstname, person.lastname, congress_numbers 
+	from
+		ossobject 
+	where
+		startdate > '2017-01-01' and 
+		senator_rank = 'junior' or 
+		state = 'CA' and 
+		party = 'Republican'
+	`
+	selReq.OutputSerializationSelect.JsonBodyOutput.RecordDelimiter = ","
+	selReq.InputSerializationSelect.JsonBodyInput.JSONType = "LINES"
+	
+	body, err := s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer body.Close()
+
+	rets, err := ioutil.ReadAll(body)
+	c.Assert(err,IsNil)
+	str, err := readJsonComplicateConcat("../sample/sample_json.json")
+	c.Assert(err,IsNil)
+	c.Assert(string(rets), Equals, str)
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectJsonSuite) TestSelectJsonLineInvalidSql(c *C) {
+	key := "sample_json.json"
+	err := s.bucket.PutObjectFromFile(key, "../sample/sample_json_lines.json")
+	c.Assert(err, IsNil)
+
+	selReq := SelectRequest{}
+	selReq.OutputSerializationSelect.JsonBodyOutput.RecordDelimiter = ","
+	selReq.InputSerializationSelect.JsonBodyInput.JSONType = "LINES"
+	
+	selReq.Expression = `select * from ossobject where avg(cast(person.birthday as int)) > 2016`
+	_, err = s.bucket.SelectObject(key, selReq)
+	c.Assert(err, NotNil)
+
+	selReq.Expression = ``
+	_, err = s.bucket.SelectObject(key, selReq)
+	c.Assert(err, NotNil)
+
+	selReq.Expression = `select person.lastname || person.firstname from ossobject`
+	_, err = s.bucket.SelectObject(key, selReq)
+	c.Assert(err, NotNil)
+
+	selReq.Expression = `select * from ossobject group by person.firstname`
+	_, err = s.bucket.SelectObject(key, selReq)
+	c.Assert(err, NotNil)
+
+	selReq.Expression = `select * from ossobject order by _1`
+	_, err = s.bucket.SelectObject(key, selReq)
+	c.Assert(err, NotNil)
+
+	selReq.Expression = `select * from ossobject oss join s3object s3 on oss.CityName = s3.CityName`
+	_, err = s.bucket.SelectObject(key, selReq)
+	c.Assert(err, NotNil)
+
+	err = s.bucket.PutObjectFromFile(key, "../sample/sample_json.json")
+	c.Assert(err, IsNil)
+	selReq.InputSerializationSelect.JsonBodyInput.JSONType = "DOCUMENT"
+	selReq.Expression = `select _1 from ossobject.objects[*]`
+	body, err := s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer body.Close()
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}
+
+func (s *OssSelectJsonSuite) TestSelectJsonParseNumAsString(c *C) {
+	key := "sample_json.json"
+	content := "{\"a\":123456789.123456789}"
+	err := s.bucket.PutObject(key, strings.NewReader(content))
+	c.Assert(err, IsNil)
+
+	selReq := SelectRequest{}
+	selReq.Expression = `select a from ossobject where cast(a as decimal) = 123456789.1234567890`
+	bo := true
+	selReq.InputSerializationSelect.JsonBodyInput.ParseJSONNumberAsString = &bo
+	selReq.InputSerializationSelect.JsonBodyInput.JSONType = "DOCUMENT"
+	
+	body, err := s.bucket.SelectObject(key, selReq)
+	c.Assert(err, IsNil)
+	defer body.Close()
+
+	rets, err := ioutil.ReadAll(body)
+	c.Assert(err,IsNil)
+	c.Assert(string(rets), Equals, "{\"a\":123456789.123456789}\n")
+
+	err = s.bucket.DeleteObject(key)
+	c.Assert(err, IsNil)
+}

oss/select_object.go

@@ -0,0 +1,197 @@
+package oss
+
+import (
+	"bytes"
+	"encoding/xml"
+	"hash/crc32"
+	"io"
+	"io/ioutil"
+	"net/http"
+	"os"
+	"strings"
+)
+
+// CreateSelectCsvObjectMeta is Creating csv object meta
+//
+// key        		the object key.
+// csvMeta	  		the csv file meta
+// options    		the options for create csv Meta  of the object.
+//
+// MetaEndFrameCSV 	the csv file meta info
+// error    		it's nil if no error, otherwise it's an error object.
+//
+func (bucket Bucket) CreateSelectCsvObjectMeta(key string, csvMeta CsvMetaRequest, options ...Option) (MetaEndFrameCSV, error) {
+	var endFrame MetaEndFrameCSV
+	params := map[string]interface{}{}
+	params["x-oss-process"] = "csv/meta"
+
+	csvMeta.encodeBase64()
+	bs, err := xml.Marshal(csvMeta)
+	if err != nil {
+		return endFrame, err
+	}
+	buffer := new(bytes.Buffer)
+	buffer.Write(bs)
+
+	resp, err := bucket.DoPostSelectObject(key, params, buffer, options...)
+	if err != nil {
+		return endFrame, err
+	}
+	defer resp.Body.Close()
+
+	_, err = ioutil.ReadAll(resp)
+
+	return resp.Frame.MetaEndFrameCSV, err
+}
+
+// CreateSelectJsonObjectMeta is Creating json object meta
+//
+// key        			the object key.
+// csvMeta	  			the json file meta
+// options    			the options for create json Meta  of the object.
+//
+// MetaEndFrameJSON 	the json file meta info
+// error    			it's nil if no error, otherwise it's an error object.
+//
+func (bucket Bucket) CreateSelectJsonObjectMeta(key string, jsonMeta JsonMetaRequest, options ...Option) (MetaEndFrameJSON, error) {
+	var endFrame MetaEndFrameJSON
+	params := map[string]interface{}{}
+	params["x-oss-process"] = "json/meta"
+
+	bs, err := xml.Marshal(jsonMeta)
+	if err != nil {
+		return endFrame, err
+	}
+	buffer := new(bytes.Buffer)
+	buffer.Write(bs)
+
+	resp, err := bucket.DoPostSelectObject(key, params, buffer, options...)
+	if err != nil {
+		return endFrame, err
+	}
+	defer resp.Body.Close()
+
+	_, err = ioutil.ReadAll(resp)
+
+	return resp.Frame.MetaEndFrameJSON, err
+}
+
+// SelectObject is the select object api, approve csv and json file.
+//
+// key        		the object key.
+// selectReq	  	the request data for select object
+// options    		the options for select file of the object.
+//
+// o.ReadCloser 	reader instance for reading data from response. It must be called close() after the usage and only valid when error is nil.
+// error    		it's nil if no error, otherwise it's an error object.
+//
+func (bucket Bucket) SelectObject(key string, selectReq SelectRequest, options ...Option) (io.ReadCloser, error) {
+	params := map[string]interface{}{}
+	if selectReq.InputSerializationSelect.JsonBodyInput.JsonIsEmpty() {
+		params["x-oss-process"] = "csv/select" // default select csv file
+	} else {
+		params["x-oss-process"] = "json/select"
+	}
+	selectReq.encodeBase64()
+	bs, err := xml.Marshal(selectReq)
+	if err != nil {
+		return nil, err
+	}
+	buffer := new(bytes.Buffer)
+	buffer.Write(bs)
+	resp, err := bucket.DoPostSelectObject(key, params, buffer, options...)
+	if err != nil {
+		return nil, err
+	}
+	if selectReq.OutputSerializationSelect.EnablePayloadCrc != nil && *selectReq.OutputSerializationSelect.EnablePayloadCrc == true {
+		resp.Frame.EnablePayloadCrc = true
+	}
+	resp.Frame.OutputRawData = strings.ToUpper(resp.Headers.Get("x-oss-select-output-raw")) == "TRUE"
+
+	return resp, err
+}
+
+// DoPostSelectObject is the SelectObject/CreateMeta api, approve csv and json file.
+//
+// key        			the object key.
+// params	  			the resource of oss approve csv/meta, json/meta, csv/select, json/select.
+// buf					the request data trans to buffer.
+// options    			the options for select file of the object.
+//
+// SelectObjectResponse 	the response of select object.
+// error    			it's nil if no error, otherwise it's an error object.
+//
+func (bucket Bucket) DoPostSelectObject(key string, params map[string]interface{}, buf *bytes.Buffer, options ...Option) (*SelectObjectResponse, error) {
+	resp, err := bucket.do("POST", key, params, options, buf, nil)
+	if err != nil {
+		return nil, err
+	}
+
+	result := &SelectObjectResponse{
+		Body:       resp.Body,
+		StatusCode: resp.StatusCode,
+		Frame:      SelectObjectResult{},
+	}
+	result.Headers = resp.Headers
+	// result.Frame = SelectObjectResult{}
+	result.ReadTimeOut = bucket.getConfig().Timeout
+
+	// Progress
+	listener := getProgressListener(options)
+
+	// CRC32
+	crcCalc := crc32.NewIEEE()
+	result.WriterForCheckCrc32 = crcCalc
+	result.Body = TeeReader(resp.Body, nil, 0, listener, nil)
+
+	err = checkRespCode(resp.StatusCode, []int{http.StatusPartialContent, http.StatusOK})
+
+	return result, err
+}
+
+// SelectObjectIntoFile is the selectObject to file api
+//
+// key        	the object key.
+// fileName	  	saving file's name to localstation.
+// selectReq	  	the request data for select object
+// options 		the options for select file of the object.
+//
+// error    	it's nil if no error, otherwise it's an error object.
+//
+func (bucket Bucket) SelectObjectIntoFile(key, fileName string, selectReq SelectRequest, options ...Option) error {
+	tempFilePath := fileName + TempFileSuffix
+
+	params := map[string]interface{}{}
+	if selectReq.InputSerializationSelect.JsonBodyInput.JsonIsEmpty() {
+		params["x-oss-process"] = "csv/select" // default select csv file
+	} else {
+		params["x-oss-process"] = "json/select"
+	}
+	selectReq.encodeBase64()
+	bs, err := xml.Marshal(selectReq)
+	if err != nil {
+		return err
+	}
+	buffer := new(bytes.Buffer)
+	buffer.Write(bs)
+	resp, err := bucket.DoPostSelectObject(key, params, buffer, options...)
+	if err != nil {
+		return err
+	}
+	defer resp.Close()
+
+	// If the local file does not exist, create a new one. If it exists, overwrite it.
+	fd, err := os.OpenFile(tempFilePath, os.O_CREATE|os.O_TRUNC|os.O_WRONLY, FilePermMode)
+	if err != nil {
+		return err
+	}
+
+	// Copy the data to the local file path.
+	_, err = io.Copy(fd, resp)
+	fd.Close()
+	if err != nil {
+		return err
+	}
+
+	return os.Rename(tempFilePath, fileName)
+}

oss/select_object_read_file_test.go

@@ -0,0 +1,542 @@
+package oss
+
+import (
+	"bufio"
+	"io"
+	"os"
+	"strings"
+	"strconv"
+	"regexp"
+	"encoding/json"
+	"encoding/csv"
+)
+
+func handleError(err error) error {
+	if err == nil {
+		return nil
+	}
+	return err
+}
+
+func readCsvLine(fileName string) (int, error) {
+	file, err := os.Open(fileName)
+	if err != nil {
+		return 0,err
+	}
+	defer file.Close()
+	rd := csv.NewReader(file)
+	rc, err := rd.ReadAll()
+	return len(rc), err
+}
+func readCsvIsEmpty(fileName string) (string, error) {
+	file, err := os.Open(fileName)
+	if err != nil {
+		return "",err
+	}
+	defer file.Close()
+	var out string
+	var i, index int
+	var indexYear, indexStateAbbr, indexCityName, indexPopulationCount int
+
+	rd := bufio.NewReader(file)
+	for {
+		line, err := rd.ReadString('\n') // read a line
+		if io.EOF == err {
+			break
+		}
+		if err != nil {
+			return "",err
+		}
+
+		sptLint := strings.Split(line, ",")
+		if i == 0 {
+			i = 1
+			for _, val := range sptLint {
+				switch val {
+				case "Year":
+					indexYear = index
+				case "StateAbbr":
+					indexStateAbbr = index
+				case "CityName":
+					indexCityName = index
+				case "PopulationCount":
+					indexPopulationCount = index
+				}
+				index++
+			}
+		} else {
+			if sptLint[indexCityName] != "" {
+				outLine := sptLint[indexYear] + "," + sptLint[indexStateAbbr] + "," + sptLint[indexCityName] + "," + sptLint[indexPopulationCount] + "\n"
+				out += outLine
+			}
+		}
+	}
+
+	return out, nil
+}
+
+func readCsvLike(fileName string) (string, error) {
+	file, err := os.Open(fileName)
+	if err != nil {
+		return "",err
+	}
+	defer file.Close()
+	var out string
+	var i, index int
+	var indexYear,indexStateAbbr,indexCityName,indexPopulationCount,indexMeasure int
+
+	rd := bufio.NewReader(file)
+	for {
+		line, err := rd.ReadString('\n') // read a line
+		if io.EOF == err {
+			break
+		}
+		if err != nil {
+			return "",err
+		}
+
+		//utf8Lint := ConvertToString(line,"gbk", "utf-8")
+		sptLint := strings.Split(line[:(len(line)-1)], ",")
+		if i == 0 {
+			i = 1
+			for _, val := range sptLint {
+				switch val {
+				case "Year":indexYear = index
+				case "StateAbbr":indexStateAbbr = index
+				case "CityName":indexCityName = index
+				case "Short_Question_Text":indexPopulationCount = index
+				case "Measure":indexMeasure = index
+				}
+				index++
+			}
+		} else {
+			if sptLint[indexMeasure] != "" {
+				reg := regexp.MustCompile("^.*blood pressure.*Years$")
+				res := reg.FindAllString(sptLint[indexMeasure], -1)
+				if len(res) > 0 {
+					outLine := sptLint[indexYear] + "," +sptLint[indexStateAbbr] + "," +sptLint[indexCityName] + "," + sptLint[indexPopulationCount] + "\n"
+					out += outLine
+				}
+			}
+		}
+	}
+
+	return out, nil
+}
+
+func readCsvRange(fileName string, l int, r int) (string, error) {
+	file, err := os.Open(fileName)
+	if err != nil {
+		return "", err
+	}
+	defer file.Close()
+	var out string
+	var i, index int
+	var indexYear,indexStateAbbr,indexCityName,indexPopulationCount int
+
+	rd := bufio.NewReader(file)
+	for j := 0; j < r + 1; j++ {
+		if j < l {
+			continue
+		}
+		line, err := rd.ReadString('\n') // read a line
+		if io.EOF == err {
+			break
+		}
+		if err != nil {
+			return "", err
+		}
+
+		sptLint := strings.Split(line[:(len(line)-1)], ",")
+		if i == 0 {
+			i = 1
+			for _, val := range sptLint {
+				switch val {
+				case "Year":indexYear = index
+				case "StateAbbr":indexStateAbbr = index
+				case "CityName":indexCityName = index
+				case "Short_Question_Text":indexPopulationCount = index
+				}
+				index++
+			}
+		} else {
+			outLine := sptLint[indexYear] + "," +sptLint[indexStateAbbr] + "," +sptLint[indexCityName] + "," + sptLint[indexPopulationCount] + "\n"
+			out += outLine
+		}
+	}
+
+	return out, nil
+}
+
+func readCsvFloatAgg(fileName string) (avg, max, sum float64,  er error) {
+	file, err := os.Open(fileName)
+	if err != nil {
+		er = err
+		return
+	}
+	defer file.Close()
+	var i, index int
+	var indexDataValue int
+
+	rd := csv.NewReader(file)
+
+	for {
+		rc, err := rd.Read()
+		if io.EOF == err {
+			break
+		}
+		if err != nil {
+			er = err
+			return
+		}
+		if i == 0 {
+			i=1
+			for index = 0; index < len(rc); index++ {
+				if rc[index] == "Data_Value" {
+					indexDataValue = index
+				}
+			}
+		} else {
+			if rc[indexDataValue] != "" {
+				s1, err := strconv.ParseFloat(rc[indexDataValue], 64)
+				if err != nil {
+					er = err
+					return
+				}
+				sum +=s1
+				if s1 > max {
+					max = s1
+				}
+				i++
+			}
+		}
+	}
+	avg = sum / float64(i-1)
+	return 
+}
+func readCsvConcat(fileName string) (string, error) {
+	var out string
+	file, err := os.Open(fileName)
+	if err != nil {
+		return out, err
+	}
+	defer file.Close()
+	var i int
+	var indexDataValue int
+	var indexYear,indexStateAbbr,indexCityName,indexShortQuestionText, indexDataValueUnit int
+	
+	rd := csv.NewReader(file)
+
+	for {
+		rc, err := rd.Read()
+		if io.EOF == err {
+			break
+		}
+		if err != nil {
+			return out, err
+		}
+		if i == 0 {
+			for j, v := range rc {
+				switch v {
+					case "Year":indexYear = j
+					case "StateAbbr":indexStateAbbr = j
+					case "CityName":indexCityName = j
+					case "Short_Question_Text":indexShortQuestionText = j
+					case "Data_Value_Unit":indexDataValueUnit = j
+					case "Data_Value":indexDataValue = j
+				}
+			}
+		} else {
+			i++
+			if rc[indexDataValue] != "" || rc[indexDataValueUnit] != "" {
+				reg := regexp.MustCompile("^14.8.*$")
+				reD := reg.FindAllString(rc[indexDataValue], -1)
+				reDU := reg.FindAllString(rc[indexDataValueUnit], -1)
+				if len(reD) > 0 || len(reDU) > 0 {
+					outLine := rc[indexYear] + "," +rc[indexStateAbbr] + "," +rc[indexCityName] + "," + rc[indexShortQuestionText] + "\n"
+					out += outLine
+				}
+			}
+		}
+		i++
+	}
+	return out, nil
+}
+func readCsvComplicateCondition(fileName string)(string, error) {
+	var out string
+	file, err := os.Open(fileName)
+	if err != nil {
+		return out, err
+	}
+	defer file.Close()
+	var i int
+	var indexDataValue, indexCategory, indexHighConfidenceLimit, indexMeasure int
+	var indexYear,indexStateAbbr,indexCityName,indexShortQuestionText, indexDataValueUnit int
+	
+	rd := csv.NewReader(file)
+
+	for {
+		rc, err := rd.Read()
+		if io.EOF == err {
+			break
+		}
+		if err != nil {
+			return out, err
+		}
+		if i == 0 {
+			for j, v := range rc {
+				switch v {
+					case "Year":indexYear = j
+					case "StateAbbr":indexStateAbbr = j
+					case "CityName":indexCityName = j
+					case "Short_Question_Text":indexShortQuestionText = j
+					case "Data_Value_Unit":indexDataValueUnit = j
+					case "Data_Value":indexDataValue = j
+					case "Measure":indexMeasure = j
+					case "Category":indexCategory = j
+					case "High_Confidence_Limit":indexHighConfidenceLimit = j
+				}
+			}
+		} else {
+			reg := regexp.MustCompile("^.*18 Years$")
+			reM := reg.FindAllString(rc[indexMeasure], -1)
+			var dataV, limitV float64
+			if rc[indexDataValue] != "" {
+				dataV, err = strconv.ParseFloat(rc[indexDataValue], 64)
+				if err != nil {
+					return out, err
+				}
+			}
+			if rc[indexHighConfidenceLimit] != "" {
+				limitV, err = strconv.ParseFloat(rc[indexHighConfidenceLimit], 64)
+				if err != nil {
+					return out, err
+				}
+			}
+			if dataV > 14.8 && rc[indexDataValueUnit] == "%" || len(reM) > 0  && 
+				rc[indexCategory] == "Unhealthy Behaviors" || limitV > 70.0 {
+					outLine := rc[indexYear] + "," +rc[indexStateAbbr] + "," +rc[indexCityName] + "," + rc[indexShortQuestionText] + "," + rc[indexDataValue] + "," + rc[indexDataValueUnit] + "," + rc[indexCategory] + "," + rc[indexHighConfidenceLimit] + "\n"
+					out += outLine
+			}
+		}
+		i++
+	}
+	return out, nil
+}
+
+
+type Extra struct {
+	Address string `json:"address"`
+	ContactForm string `json:"contact_form"`
+	Fax string `json:"fax,omitempty"`
+	How string `json:"how,omitempty"`
+	Office string `json:"office"`
+	RssUrl string `json:"rss_url,omitempty"`
+}
+
+type Person struct {
+	Bioguideid string `json:"bioguideid"`
+	Birthday string `json:"birthday"`
+	Cspanid int `json:"cspanid"`
+	Firstname string `json:"firstname"`
+	Gender string `json:"gender"`
+	GenderLabel string `json:"gender_label"`
+	Lastname string `json:"lastname"`
+	Link string `json:"link"`
+	Middlename string `json:"middlename"`
+	Name string `json:"name"`
+	Namemod string `json:"namemod"`
+	Nickname string `json:"nickname"`
+	Osid string `json:"osid"`
+	Pvsid *string `json:"pvsid"`
+	Sortname string `json:"sortname"`
+	Twitterid *string `json:"twitterid"`
+	Youtubeid *string `json:"youtubeid"`
+}
+
+type JsonLineSt struct {
+	Caucus *string `json:"caucus"`
+	CongressNumbers []int `json:"congress_numbers"`
+	Current  bool `json:"current"`
+	Description string `json:"description"`
+	District *string `json:"district"`
+	Enddate string `json:"enddate"`
+	Extra Extra `json:"extra"`
+	LeadershipTitle *string `json:"leadership_title"`
+	Party string `json:"party"`
+	Person Person `json:"person"`
+	Phone string `json:"phone"`
+	RoleType string `json:"role_type"`
+	RoleTypeLabel string `json:"role_type_label"`
+	SenatorClass string `json:"senator_class"`
+	SenatorClassLabel string `json:"senator_class_label"`
+	SenatorRank string `json:"senator_rank"`
+	SenatorRankLabel string `json:"senator_rank_label"`
+	Startdate string `json:"startdate"`
+	State string `json:"state"`
+	Title string `json:"title"`
+	TitleLong string `json:"title_long"`
+	Website string `json:"website"`
+}
+type Metast struct {
+	limit int 
+	Offset int
+	TotalCount int
+}
+
+type JsonSt struct {
+	Meta Metast
+	Objects []JsonLineSt `json:"objects"`
+}
+
+func readJsonDocument(fileName string) (string, error){
+	var out string
+	var data JsonSt
+    file, err := os.Open(fileName)
+    if err != nil {
+	    return "",err
+    }
+    decoder := json.NewDecoder(file)
+    err = decoder.Decode(&data)
+    for _, v := range data.Objects {
+	    if v.Party == "Democrat"{
+	 	   lint, err := json.Marshal(v)
+	 	   if err != nil {
+	 		   return "",err
+	 	   }
+	 	   lints := strings.Replace(string(lint), "\\u0026", "&", -1)
+	 	   out += lints + ","
+	    }
+    }
+ 
+    return out, err
+}
+func readJsonLinesLike(fileName string) (string, error){
+	var out string
+ 	var data JsonSt
+	file, err := os.Open(fileName)
+	if err != nil {
+		return "",err
+	}
+	decoder := json.NewDecoder(file)
+	err = decoder.Decode(&data)
+	reg := regexp.MustCompile("^1959.*")
+	for _, v := range data.Objects {
+		reB := reg.FindAllString(v.Person.Birthday, -1)
+		if len(reB) > 0 {
+			lints := "{\"firstname\":\"" + v.Person.Firstname + "\",\"lastname\":\"" + v.Person.Lastname + "\"}"
+			out += lints + ","
+		}
+	}
+
+	return out, err
+}
+
+func readJsonLinesRange(fileName string, l, r int) (string, error){
+	var out string
+	var data JsonSt
+	var i int
+	file, err := os.Open(fileName)
+	if err != nil {
+		return "",err
+	}
+	decoder := json.NewDecoder(file)
+	err = decoder.Decode(&data)
+	for _, v := range data.Objects {
+		if i < l {
+			continue
+		}
+		if i >= r {
+			break
+		}
+		extrb, err := json.Marshal(v.Extra)
+	 	if err != nil {
+	 		return "",err
+	 	}
+		extr := strings.Replace(string(extrb), "\\u0026", "&", -1)
+		
+		lints := "{\"firstname\":\"" + v.Person.Firstname + "\",\"lastname\":\"" + v.Person.Lastname +
+			"\",\"extra\":" + extr + "}"
+		out += lints + ","
+		i++
+	}
+
+	return out, err
+}
+
+func readJsonFloatAggregation(fileName string) (float64, float64, float64, error){
+	var avg, max, min, sum float64
+	var data JsonSt
+	var i int
+	file, err := os.Open(fileName)
+	if err != nil {
+		return  avg, max, min, err
+	}
+	decoder := json.NewDecoder(file)
+	err = decoder.Decode(&data)
+	for _, v := range data.Objects {
+		if i == 0 {
+			min = float64(v.Person.Cspanid)
+		}
+		if max < float64(v.Person.Cspanid) {
+			max = float64(v.Person.Cspanid)
+		}
+		if min > float64(v.Person.Cspanid) {
+			min = float64(v.Person.Cspanid)
+		}
+		sum += float64(v.Person.Cspanid)
+		i++
+	}
+	avg = sum / float64(i)
+	return avg, max, min, err
+}
+
+func readJsonDocumentConcat(fileName string) (string, error){
+	var out string
+ 	var data JsonSt
+	file, err := os.Open(fileName)
+	if err != nil {
+		return "",err
+	}
+	decoder := json.NewDecoder(file)
+	err = decoder.Decode(&data)
+
+	for _, v := range data.Objects {
+		if v.Person.Firstname + v.Person.Lastname == "JohnKennedy" {
+			extrb, err := json.Marshal(v.Person)
+			if err != nil {
+				return "",err
+			}
+			extr := "{\"person\":" + strings.Replace(string(extrb), "\\u0026", "&", -1) + "}"
+			out += extr + ","
+		}
+	}
+
+	return out, err
+}
+
+func readJsonComplicateConcat(fileName string) (string, error){
+	var out string
+ 	var data JsonSt
+	file, err := os.Open(fileName)
+	if err != nil {
+		return "",err
+	}
+	decoder := json.NewDecoder(file)
+	err = decoder.Decode(&data)
+
+	for _, v := range data.Objects {
+		if v.Startdate > "2017-01-01" && v.SenatorRank == "junior" || 
+			v.State == "CA" && v.Party == "Repulican" {
+			cn := "["
+			for _,vv := range v.CongressNumbers {
+				cn += strconv.Itoa(vv) + ","
+			}
+			cn = cn[:len(cn)-1] + "]"
+			lints := "{\"firstname\":\"" + v.Person.Firstname + "\",\"lastname\":\"" + v.Person.Lastname + "\",\"congress_numbers\":" + cn + "}"
+			out += lints + ","
+		}
+	}
+
+	return out, err
+}

oss/select_object_type.go

@@ -0,0 +1,364 @@
+package oss
+
+import (
+	"bytes"
+	"encoding/binary"
+	"fmt"
+	"hash"
+	"hash/crc32"
+	"io"
+	"net/http"
+	"time"
+)
+
+// The adapter class for Select object's response.
+// The response consists of frames. Each frame has the following format:
+
+// Type  |   Payload Length |  Header Checksum | Payload | Payload Checksum
+
+// |<4-->|  <--4 bytes------><---4 bytes-------><-n/a-----><--4 bytes--------->
+// And we have three kind of frames.
+// Data Frame:
+// Type:8388609
+// Payload:   Offset    |    Data
+//            <-8 bytes>
+
+// Continuous Frame
+// Type:8388612
+// Payload: Offset  (8-bytes)
+
+// End Frame
+// Type:8388613
+// Payload: Offset | total scanned bytes | http status code | error message
+//     <-- 8bytes--><-----8 bytes--------><---4 bytes-------><---variabe--->
+
+// SelectObjectResponse defines HTTP response from OSS SelectObject
+type SelectObjectResponse struct {
+	StatusCode          int
+	Headers             http.Header
+	Body                io.ReadCloser
+	Frame               SelectObjectResult
+	ReadTimeOut         uint
+	ClientCRC32         uint32
+	ServerCRC32         uint32
+	WriterForCheckCrc32 hash.Hash32
+	Finish              bool
+}
+
+func (sr *SelectObjectResponse) Read(p []byte) (n int, err error) {
+	n, err = sr.readFrames(p)
+	return
+}
+
+// Close http reponse body
+func (sr *SelectObjectResponse) Close() error {
+	return sr.Body.Close()
+}
+
+// PostSelectResult is the request of SelectObject
+type PostSelectResult struct {
+	Response *SelectObjectResponse
+}
+
+// readFrames is read Frame
+func (sr *SelectObjectResponse) readFrames(p []byte) (int, error) {
+	var nn int
+	var err error
+	var checkValid bool
+	if sr.Frame.OutputRawData == true {
+		nn, err = sr.Body.Read(p)
+		return nn, err
+	}
+
+	if sr.Finish {
+		return 0, io.EOF
+	}
+
+	for {
+		// if this Frame is Readed, then not reading Header
+		if sr.Frame.OpenLine != true {
+			err = sr.analysisHeader()
+			if err != nil {
+				return nn, err
+			}
+		}
+
+		if sr.Frame.FrameType == DataFrameType {
+			n, err := sr.analysisData(p[nn:])
+			if err != nil {
+				return nn, err
+			}
+			nn += n
+
+			// if this Frame is readed all data, then empty the Frame to read it with next frame
+			if sr.Frame.ConsumedBytesLength == sr.Frame.PayloadLength-8 {
+				checkValid, err = sr.checkPayloadSum()
+				if err != nil || !checkValid {
+					return nn, fmt.Errorf("%s", err.Error())
+				}
+				sr.emptyFrame()
+			}
+
+			if nn == len(p) {
+				return nn, nil
+			}
+		} else if sr.Frame.FrameType == ContinuousFrameType {
+			checkValid, err = sr.checkPayloadSum()
+			if err != nil || !checkValid {
+				return nn, fmt.Errorf("%s", err.Error())
+			}
+		} else if sr.Frame.FrameType == EndFrameType {
+			err = sr.analysisEndFrame()
+			if err != nil {
+				return nn, err
+			}
+			checkValid, err = sr.checkPayloadSum()
+			if checkValid {
+				sr.Finish = true
+			}
+			return nn, err
+		} else if sr.Frame.FrameType == MetaEndFrameCSVType {
+			err = sr.analysisMetaEndFrameCSV()
+			if err != nil {
+				return nn, err
+			}
+			checkValid, err = sr.checkPayloadSum()
+			if checkValid {
+				sr.Finish = true
+			}
+			return nn, err
+		} else if sr.Frame.FrameType == MetaEndFrameJSONType {
+			err = sr.analysisMetaEndFrameJSON()
+			if err != nil {
+				return nn, err
+			}
+			checkValid, err = sr.checkPayloadSum()
+			if checkValid {
+				sr.Finish = true
+			}
+			return nn, err
+		}
+	}
+	return nn, nil
+}
+
+type chanReadIO struct {
+	readLen int
+	err     error
+}
+
+func (sr *SelectObjectResponse) readLen(p []byte, timeOut time.Duration) (int, error) {
+	r := sr.Body
+	ch := make(chan chanReadIO, 1)
+	defer close(ch)
+	go func(p []byte) {
+		var needReadLength int
+		readChan := chanReadIO{}
+		needReadLength = len(p)
+		for {
+			n, err := r.Read(p[readChan.readLen:needReadLength])
+			readChan.readLen += n
+			if err != nil {
+				readChan.err = err
+				ch <- readChan
+				return
+			}
+
+			if readChan.readLen == needReadLength {
+				break
+			}
+		}
+		ch <- readChan
+	}(p)
+
+	select {
+	case <-time.After(time.Second * timeOut):
+		return 0, fmt.Errorf("requestId: %s, readLen timeout, timeout is %d(second),need read:%d", sr.Headers.Get(HTTPHeaderOssRequestID), timeOut, len(p))
+	case result := <-ch:
+		return result.readLen, result.err
+	}
+}
+
+// analysisHeader is reading selectObject response body's header
+func (sr *SelectObjectResponse) analysisHeader() error {
+	headFrameByte := make([]byte, 20)
+	_, err := sr.readLen(headFrameByte, time.Duration(sr.ReadTimeOut))
+	if err != nil {
+		return fmt.Errorf("requestId: %s, Read response frame header failure,err:%s", sr.Headers.Get(HTTPHeaderOssRequestID), err.Error())
+	}
+
+	frameTypeByte := headFrameByte[0:4]
+	sr.Frame.Version = frameTypeByte[0]
+	frameTypeByte[0] = 0
+	bytesToInt(frameTypeByte, &sr.Frame.FrameType)
+
+	if sr.Frame.FrameType != DataFrameType && sr.Frame.FrameType != ContinuousFrameType &&
+		sr.Frame.FrameType != EndFrameType && sr.Frame.FrameType != MetaEndFrameCSVType && sr.Frame.FrameType != MetaEndFrameJSONType {
+		return fmt.Errorf("requestId: %s, Unexpected frame type: %d", sr.Headers.Get(HTTPHeaderOssRequestID), sr.Frame.FrameType)
+	}
+
+	payloadLengthByte := headFrameByte[4:8]
+	bytesToInt(payloadLengthByte, &sr.Frame.PayloadLength)
+	headCheckSumByte := headFrameByte[8:12]
+	bytesToInt(headCheckSumByte, &sr.Frame.HeaderCheckSum)
+	byteOffset := headFrameByte[12:20]
+	bytesToInt(byteOffset, &sr.Frame.Offset)
+	sr.Frame.OpenLine = true
+
+	err = sr.writerCheckCrc32(byteOffset)
+	return err
+}
+
+// analysisData is reading the DataFrameType data of selectObject response body
+func (sr *SelectObjectResponse) analysisData(p []byte) (int, error) {
+	var needReadLength int32
+	lenP := int32(len(p))
+	restByteLength := sr.Frame.PayloadLength - 8 - sr.Frame.ConsumedBytesLength
+	if lenP <= restByteLength {
+		needReadLength = lenP
+	} else {
+		needReadLength = restByteLength
+	}
+	n, err := sr.readLen(p[:needReadLength], time.Duration(sr.ReadTimeOut))
+	if err != nil {
+		return n, fmt.Errorf("read frame data error,%s", err.Error())
+	}
+	sr.Frame.ConsumedBytesLength += int32(n)
+	err = sr.writerCheckCrc32(p[:n])
+	return n, err
+}
+
+// analysisEndFrame is reading the EndFrameType data of selectObject response body
+func (sr *SelectObjectResponse) analysisEndFrame() error {
+	var eF EndFrame
+	payLoadBytes := make([]byte, sr.Frame.PayloadLength-8)
+	_, err := sr.readLen(payLoadBytes, time.Duration(sr.ReadTimeOut))
+	if err != nil {
+		return fmt.Errorf("read end frame error:%s", err.Error())
+	}
+	bytesToInt(payLoadBytes[0:8], &eF.TotalScanned)
+	bytesToInt(payLoadBytes[8:12], &eF.HTTPStatusCode)
+	errMsgLength := sr.Frame.PayloadLength - 20
+	eF.ErrorMsg = string(payLoadBytes[12 : errMsgLength+12])
+	sr.Frame.EndFrame.TotalScanned = eF.TotalScanned
+	sr.Frame.EndFrame.HTTPStatusCode = eF.HTTPStatusCode
+	sr.Frame.EndFrame.ErrorMsg = eF.ErrorMsg
+	err = sr.writerCheckCrc32(payLoadBytes)
+	return err
+}
+
+// analysisMetaEndFrameCSV is reading the MetaEndFrameCSVType data of selectObject response body
+func (sr *SelectObjectResponse) analysisMetaEndFrameCSV() error {
+	var mCF MetaEndFrameCSV
+	payLoadBytes := make([]byte, sr.Frame.PayloadLength-8)
+	_, err := sr.readLen(payLoadBytes, time.Duration(sr.ReadTimeOut))
+	if err != nil {
+		return fmt.Errorf("read meta end csv frame error:%s", err.Error())
+	}
+
+	bytesToInt(payLoadBytes[0:8], &mCF.TotalScanned)
+	bytesToInt(payLoadBytes[8:12], &mCF.Status)
+	bytesToInt(payLoadBytes[12:16], &mCF.SplitsCount)
+	bytesToInt(payLoadBytes[16:24], &mCF.RowsCount)
+	bytesToInt(payLoadBytes[24:28], &mCF.ColumnsCount)
+	errMsgLength := sr.Frame.PayloadLength - 36
+	mCF.ErrorMsg = string(payLoadBytes[28 : errMsgLength+28])
+	sr.Frame.MetaEndFrameCSV.ErrorMsg = mCF.ErrorMsg
+	sr.Frame.MetaEndFrameCSV.TotalScanned = mCF.TotalScanned
+	sr.Frame.MetaEndFrameCSV.Status = mCF.Status
+	sr.Frame.MetaEndFrameCSV.SplitsCount = mCF.SplitsCount
+	sr.Frame.MetaEndFrameCSV.RowsCount = mCF.RowsCount
+	sr.Frame.MetaEndFrameCSV.ColumnsCount = mCF.ColumnsCount
+	err = sr.writerCheckCrc32(payLoadBytes)
+	return err
+}
+
+// analysisMetaEndFrameJSON is reading the MetaEndFrameJSONType data of selectObject response body
+func (sr *SelectObjectResponse) analysisMetaEndFrameJSON() error {
+	var mJF MetaEndFrameJSON
+	payLoadBytes := make([]byte, sr.Frame.PayloadLength-8)
+	_, err := sr.readLen(payLoadBytes, time.Duration(sr.ReadTimeOut))
+	if err != nil {
+		return fmt.Errorf("read meta end json frame error:%s", err.Error())
+	}
+
+	bytesToInt(payLoadBytes[0:8], &mJF.TotalScanned)
+	bytesToInt(payLoadBytes[8:12], &mJF.Status)
+	bytesToInt(payLoadBytes[12:16], &mJF.SplitsCount)
+	bytesToInt(payLoadBytes[16:24], &mJF.RowsCount)
+	errMsgLength := sr.Frame.PayloadLength - 32
+	mJF.ErrorMsg = string(payLoadBytes[24 : errMsgLength+24])
+	sr.Frame.MetaEndFrameJSON.ErrorMsg = mJF.ErrorMsg
+	sr.Frame.MetaEndFrameJSON.TotalScanned = mJF.TotalScanned
+	sr.Frame.MetaEndFrameJSON.Status = mJF.Status
+	sr.Frame.MetaEndFrameJSON.SplitsCount = mJF.SplitsCount
+	sr.Frame.MetaEndFrameJSON.RowsCount = mJF.RowsCount
+
+	err = sr.writerCheckCrc32(payLoadBytes)
+	return err
+}
+
+func (sr *SelectObjectResponse) checkPayloadSum() (bool, error) {
+	payLoadChecksumByte := make([]byte, 4)
+	n, err := sr.readLen(payLoadChecksumByte, time.Duration(sr.ReadTimeOut))
+	if n == 4 {
+		bytesToInt(payLoadChecksumByte, &sr.Frame.PayloadChecksum)
+		sr.ServerCRC32 = sr.Frame.PayloadChecksum
+		sr.ClientCRC32 = sr.WriterForCheckCrc32.Sum32()
+		if sr.Frame.EnablePayloadCrc == true && sr.ServerCRC32 != 0 && sr.ServerCRC32 != sr.ClientCRC32 {
+			return false, fmt.Errorf("RequestId: %s, Unexpected frame type: %d, client %d but server %d",
+				sr.Headers.Get(HTTPHeaderOssRequestID), sr.Frame.FrameType, sr.ClientCRC32, sr.ServerCRC32)
+		}
+		return true, err
+	}
+	return false, fmt.Errorf("RequestId:%s, read checksum error:%s", sr.Headers.Get(HTTPHeaderOssRequestID), err.Error())
+}
+
+func (sr *SelectObjectResponse) writerCheckCrc32(p []byte) (err error) {
+	err = nil
+	if sr.Frame.EnablePayloadCrc == true {
+		_, err = sr.WriterForCheckCrc32.Write(p)
+	}
+	return err
+}
+
+// emptyFrame is emptying SelectObjectResponse Frame information
+func (sr *SelectObjectResponse) emptyFrame() {
+	crcCalc := crc32.NewIEEE()
+	sr.WriterForCheckCrc32 = crcCalc
+	sr.Finish = false
+
+	sr.Frame.ConsumedBytesLength = 0
+	sr.Frame.OpenLine = false
+	sr.Frame.Version = byte(0)
+	sr.Frame.FrameType = 0
+	sr.Frame.PayloadLength = 0
+	sr.Frame.HeaderCheckSum = 0
+	sr.Frame.Offset = 0
+	sr.Frame.Data = ""
+
+	sr.Frame.EndFrame.TotalScanned = 0
+	sr.Frame.EndFrame.HTTPStatusCode = 0
+	sr.Frame.EndFrame.ErrorMsg = ""
+
+	sr.Frame.MetaEndFrameCSV.TotalScanned = 0
+	sr.Frame.MetaEndFrameCSV.Status = 0
+	sr.Frame.MetaEndFrameCSV.SplitsCount = 0
+	sr.Frame.MetaEndFrameCSV.RowsCount = 0
+	sr.Frame.MetaEndFrameCSV.ColumnsCount = 0
+	sr.Frame.MetaEndFrameCSV.ErrorMsg = ""
+
+	sr.Frame.MetaEndFrameJSON.TotalScanned = 0
+	sr.Frame.MetaEndFrameJSON.Status = 0
+	sr.Frame.MetaEndFrameJSON.SplitsCount = 0
+	sr.Frame.MetaEndFrameJSON.RowsCount = 0
+	sr.Frame.MetaEndFrameJSON.ErrorMsg = ""
+
+	sr.Frame.PayloadChecksum = 0
+}
+
+// bytesToInt byte's array trans to int
+func bytesToInt(b []byte, ret interface{}) {
+	binBuf := bytes.NewBuffer(b)
+	binary.Read(binBuf, binary.BigEndian, ret)
+}

oss/type.go

@@ -1,6 +1,7 @@
 package oss
 
 import (
+	"encoding/base64"
 	"encoding/xml"
 	"fmt"
 	"net/url"
@@ -840,16 +841,16 @@ type RequestPaymentConfiguration struct {
 
 // BucketQoSConfiguration define QoS configuration
 type BucketQoSConfiguration struct {
-	XMLName                   xml.Name `xml:"QoSConfiguration"`	
-	TotalUploadBandwidth      *int      `xml:"TotalUploadBandwidth"`      // Total upload bandwidth
-	IntranetUploadBandwidth   *int      `xml:"IntranetUploadBandwidth"`   // Intranet upload bandwidth
-	ExtranetUploadBandwidth   *int      `xml:"ExtranetUploadBandwidth"`   // Extranet upload bandwidth
-	TotalDownloadBandwidth    *int      `xml:"TotalDownloadBandwidth"`    // Total download bandwidth
-	IntranetDownloadBandwidth *int      `xml:"IntranetDownloadBandwidth"` // Intranet download bandwidth
-	ExtranetDownloadBandwidth *int      `xml:"ExtranetDownloadBandwidth"` // Extranet download bandwidth
-	TotalQPS                  *int      `xml:"TotalQps"`                  // Total Qps
-	IntranetQPS               *int      `xml:"IntranetQps"`               // Intranet Qps
-	ExtranetQPS               *int      `xml:"ExtranetQps"`               // Extranet Qps
+	XMLName                   xml.Name `xml:"QoSConfiguration"`
+	TotalUploadBandwidth      *int     `xml:"TotalUploadBandwidth"`      // Total upload bandwidth
+	IntranetUploadBandwidth   *int     `xml:"IntranetUploadBandwidth"`   // Intranet upload bandwidth
+	ExtranetUploadBandwidth   *int     `xml:"ExtranetUploadBandwidth"`   // Extranet upload bandwidth
+	TotalDownloadBandwidth    *int     `xml:"TotalDownloadBandwidth"`    // Total download bandwidth
+	IntranetDownloadBandwidth *int     `xml:"IntranetDownloadBandwidth"` // Intranet download bandwidth
+	ExtranetDownloadBandwidth *int     `xml:"ExtranetDownloadBandwidth"` // Extranet download bandwidth
+	TotalQPS                  *int     `xml:"TotalQps"`                  // Total Qps
+	IntranetQPS               *int     `xml:"IntranetQps"`               // Intranet Qps
+	ExtranetQPS               *int     `xml:"ExtranetQps"`               // Extranet Qps
 }
 
 // UserQoSConfiguration define QoS and Range configuration
@@ -858,3 +859,211 @@ type UserQoSConfiguration struct {
 	Region  string   `xml:"Region,omitempty"` // Effective area of Qos configuration
 	BucketQoSConfiguration
 }
+
+//////////////////////////////////////////////////////////////
+/////////////////// Select OBject ////////////////////////////
+//////////////////////////////////////////////////////////////
+
+type CsvMetaRequest struct {
+	XMLName            xml.Name           `xml:"CsvMetaRequest"`
+	InputSerialization InputSerialization `xml:"InputSerialization"`
+	OverwriteIfExists  *bool              `xml:"OverwriteIfExists,omitempty"`
+}
+
+// encodeBase64 encode base64 of the CreateSelectObjectMeta api request params
+func (meta *CsvMetaRequest) encodeBase64() {
+	meta.InputSerialization.CSV.RecordDelimiter =
+		base64.StdEncoding.EncodeToString([]byte(meta.InputSerialization.CSV.RecordDelimiter))
+	meta.InputSerialization.CSV.FieldDelimiter =
+		base64.StdEncoding.EncodeToString([]byte(meta.InputSerialization.CSV.FieldDelimiter))
+	meta.InputSerialization.CSV.QuoteCharacter =
+		base64.StdEncoding.EncodeToString([]byte(meta.InputSerialization.CSV.QuoteCharacter))
+}
+
+type JsonMetaRequest struct {
+	XMLName            xml.Name           `xml:"JsonMetaRequest"`
+	InputSerialization InputSerialization `xml:"InputSerialization"`
+	OverwriteIfExists  *bool              `xml:"OverwriteIfExists,omitempty"`
+}
+
+type InputSerialization struct {
+	XMLName         xml.Name `xml:"InputSerialization"`
+	CSV             CSV      `xml:CSV,omitempty`
+	JSON            JSON     `xml:JSON,omitempty`
+	CompressionType string   `xml:"CompressionType,omitempty"`
+}
+type CSV struct {
+	XMLName         xml.Name `xml:"CSV"`
+	RecordDelimiter string   `xml:"RecordDelimiter,omitempty"`
+	FieldDelimiter  string   `xml:"FieldDelimiter,omitempty"`
+	QuoteCharacter  string   `xml:"QuoteCharacter,omitempty"`
+}
+
+type JSON struct {
+	XMLName  xml.Name `xml:"JSON"`
+	JSONType string   `xml:"Type,omitempty"`
+}
+
+// SelectRequest is for the SelectObject request params of json file
+type SelectRequest struct {
+	XMLName                   xml.Name                  `xml:"SelectRequest"`
+	Expression                string                    `xml:"Expression"`
+	InputSerializationSelect  InputSerializationSelect  `xml:"InputSerialization"`
+	OutputSerializationSelect OutputSerializationSelect `xml:"OutputSerialization"`
+	SelectOptions             SelectOptions             `xml:"Options,omitempty"`
+}
+type InputSerializationSelect struct {
+	XMLName         xml.Name        `xml:"InputSerialization"`
+	CsvBodyInput    CSVSelectInput  `xml:CSV,omitempty`
+	JsonBodyInput   JSONSelectInput `xml:JSON,omitempty`
+	CompressionType string          `xml:"CompressionType,omitempty"`
+}
+type CSVSelectInput struct {
+	XMLName          xml.Name `xml:"CSV"`
+	FileHeaderInfo   string   `xml:"FileHeaderInfo,omitempty"`
+	RecordDelimiter  string   `xml:"RecordDelimiter,omitempty"`
+	FieldDelimiter   string   `xml:"FieldDelimiter,omitempty"`
+	QuoteCharacter   string   `xml:"QuoteCharacter,omitempty"`
+	CommentCharacter string   `xml:"CommentCharacter,omitempty"`
+	Range            string   `xml:"Range,omitempty"`
+	SplitRange       string
+}
+type JSONSelectInput struct {
+	XMLName                 xml.Name `xml:"JSON"`
+	JSONType                string   `xml:"Type,omitempty"`
+	Range                   string   `xml:"Range,omitempty"`
+	ParseJSONNumberAsString *bool    `xml:"ParseJsonNumberAsString"`
+	SplitRange              string
+}
+
+func (jsonInput *JSONSelectInput) JsonIsEmpty() bool {
+	if jsonInput.JSONType != "" {
+		return false
+	}
+	return true
+}
+
+type OutputSerializationSelect struct {
+	XMLName          xml.Name         `xml:"OutputSerialization"`
+	CsvBodyOutput    CSVSelectOutput  `xml:CSV,omitempty`
+	JsonBodyOutput   JSONSelectOutput `xml:JSON,omitempty`
+	OutputRawData    *bool            `xml:"OutputRawData,omitempty"`
+	KeepAllColumns   *bool            `xml:"KeepAllColumns,omitempty"`
+	EnablePayloadCrc *bool            `xml:"EnablePayloadCrc,omitempty"`
+	OutputHeader     *bool            `xml:"OutputHeader,omitempty"`
+}
+type CSVSelectOutput struct {
+	XMLName         xml.Name `xml:"CSV"`
+	RecordDelimiter string   `xml:"RecordDelimiter,omitempty"`
+	FieldDelimiter  string   `xml:"FieldDelimiter,omitempty"`
+}
+type JSONSelectOutput struct {
+	XMLName         xml.Name `xml:"JSON"`
+	RecordDelimiter string   `xml:"RecordDelimiter,omitempty"`
+}
+
+func (selectReq *SelectRequest) encodeBase64() {
+	if selectReq.InputSerializationSelect.JsonBodyInput.JsonIsEmpty() {
+		selectReq.csvEncodeBase64()
+	} else {
+		selectReq.jsonEncodeBase64()
+	}
+}
+
+// csvEncodeBase64 encode base64 of the SelectObject api request params
+func (selectReq *SelectRequest) csvEncodeBase64() {
+	selectReq.Expression = base64.StdEncoding.EncodeToString([]byte(selectReq.Expression))
+	selectReq.InputSerializationSelect.CsvBodyInput.RecordDelimiter =
+		base64.StdEncoding.EncodeToString([]byte(selectReq.InputSerializationSelect.CsvBodyInput.RecordDelimiter))
+	selectReq.InputSerializationSelect.CsvBodyInput.FieldDelimiter =
+		base64.StdEncoding.EncodeToString([]byte(selectReq.InputSerializationSelect.CsvBodyInput.FieldDelimiter))
+	selectReq.InputSerializationSelect.CsvBodyInput.QuoteCharacter =
+		base64.StdEncoding.EncodeToString([]byte(selectReq.InputSerializationSelect.CsvBodyInput.QuoteCharacter))
+	selectReq.InputSerializationSelect.CsvBodyInput.CommentCharacter =
+		base64.StdEncoding.EncodeToString([]byte(selectReq.InputSerializationSelect.CsvBodyInput.CommentCharacter))
+	selectReq.OutputSerializationSelect.CsvBodyOutput.FieldDelimiter =
+		base64.StdEncoding.EncodeToString([]byte(selectReq.OutputSerializationSelect.CsvBodyOutput.FieldDelimiter))
+	selectReq.OutputSerializationSelect.CsvBodyOutput.RecordDelimiter =
+		base64.StdEncoding.EncodeToString([]byte(selectReq.OutputSerializationSelect.CsvBodyOutput.RecordDelimiter))
+
+	// handle Range
+	if selectReq.InputSerializationSelect.CsvBodyInput.Range != "" {
+		selectReq.InputSerializationSelect.CsvBodyInput.Range = "line-range=" + selectReq.InputSerializationSelect.CsvBodyInput.Range
+	}
+
+	if selectReq.InputSerializationSelect.CsvBodyInput.SplitRange != "" {
+		selectReq.InputSerializationSelect.CsvBodyInput.Range = "split-range=" + selectReq.InputSerializationSelect.CsvBodyInput.SplitRange
+	}
+}
+
+// jsonEncodeBase64 encode base64 of the SelectObject api request params
+func (selectReq *SelectRequest) jsonEncodeBase64() {
+	selectReq.Expression = base64.StdEncoding.EncodeToString([]byte(selectReq.Expression))
+	selectReq.OutputSerializationSelect.JsonBodyOutput.RecordDelimiter =
+		base64.StdEncoding.EncodeToString([]byte(selectReq.OutputSerializationSelect.JsonBodyOutput.RecordDelimiter))
+
+	// handle Range
+	if selectReq.InputSerializationSelect.JsonBodyInput.Range != "" {
+		selectReq.InputSerializationSelect.JsonBodyInput.Range = "line-range=" + selectReq.InputSerializationSelect.JsonBodyInput.Range
+	}
+
+	if selectReq.InputSerializationSelect.JsonBodyInput.SplitRange != "" {
+		selectReq.InputSerializationSelect.JsonBodyInput.Range = "split-range=" + selectReq.InputSerializationSelect.JsonBodyInput.SplitRange
+	}
+}
+
+// CsvOptions is a element in the SelectObject api request's params
+type SelectOptions struct {
+	XMLName                  xml.Name `xml:"Options"`
+	SkipPartialDataRecord    *bool    `xml:"SkipPartialDataRecord,omitempty"`
+	MaxSkippedRecordsAllowed string   `xml:"MaxSkippedRecordsAllowed,omitempty"`
+}
+
+// SelectObjectResult is the SelectObject api's return
+type SelectObjectResult struct {
+	Version          byte
+	FrameType        int32
+	PayloadLength    int32
+	HeaderCheckSum   uint32
+	Offset           uint64
+	Data             string           // DataFrame
+	EndFrame         EndFrame         // EndFrame
+	MetaEndFrameCSV  MetaEndFrameCSV  // MetaEndFrameCSV
+	MetaEndFrameJSON MetaEndFrameJSON // MetaEndFrameJSON
+	PayloadChecksum  uint32
+	ReadFlagInfo
+}
+
+// ReadFlagInfo if reading the frame data, recode the reading status
+type ReadFlagInfo struct {
+	OpenLine            bool
+	ConsumedBytesLength int32
+	EnablePayloadCrc    bool
+	OutputRawData       bool
+}
+
+// EndFrame is EndFrameType of SelectObject api
+type EndFrame struct {
+	TotalScanned   int64
+	HTTPStatusCode int32
+	ErrorMsg       string
+}
+
+// MetaEndFrameCSV is MetaEndFrameCSVType of CreateSelectObjectMeta
+type MetaEndFrameCSV struct {
+	TotalScanned int64
+	Status       int32
+	SplitsCount  int32
+	RowsCount    int64
+	ColumnsCount int32
+	ErrorMsg     string
+}
+
+// MetaEndFrameJSON is MetaEndFrameJSON of CreateSelectObjectMeta
+type MetaEndFrameJSON struct {
+	TotalScanned int64
+	Status       int32
+	SplitsCount  int32
+	RowsCount    int64
+	ErrorMsg     string
+}

sample.go

@@ -37,6 +37,7 @@ var sampleMap = map[string]interface{}{
 	"ArchiveSample":               sample.ArchiveSample,
 	"ObjectTaggingSample":         sample.ObjectTaggingSample,
 	"BucketEncryptionSample":      sample.BucketEncryptionSample,
+        "SelectObjectSample":          sample.SelectObjectSample,
 }
 
 func main() {

sample/config.go

@@ -26,6 +26,9 @@ const (
 	appendObjectKey string = "my-object-append"
 
 	// The local files to run sample code.
-	localFile     string = "sample/BingWallpaper-2015-11-07.jpg"
-	htmlLocalFile string = "sample/The Go Programming Language.html"
+	localFile     	   string = "sample/BingWallpaper-2015-11-07.jpg"
+	localCsvFile 	   string = "sample/sample_data.csv"
+	localJSONFile 	   string = "sample/sample_json.json"
+	localJSONLinesFile string = "sample/sample_json_lines.json"
+	htmlLocalFile 	   string = "sample/The Go Programming Language.html"
 )

sample/sample_data.csv

@@ -0,0 +1,304 @@
+Year,StateAbbr,StateDesc,CityName,GeographicLevel,DataSource,Category,UniqueID,Measure,Data_Value_Unit,DataValueTypeID,Data_Value_Type,Data_Value,Low_Confidence_Limit,High_Confidence_Limit,Data_Value_Footnote_Symbol,Data_Value_Footnote,PopulationCount,GeoLocation,CategoryID,MeasureId,CityFIPS,TractFIPS,Short_Question_Text
+2015,US,United States,,US,BRFSS,Prevention,59,Current lack of health insurance among adults aged 18–64 Years,%,AgeAdjPrv,Age-adjusted prevalence,15.4,15.1,15.7,,,308745538,,PREVENT,ACCESS2,,,Health Insurance
+2015,US,United States,,US,BRFSS,Prevention,59,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,14.8,14.5,15.0,,,308745538,,PREVENT,ACCESS2,,,Health Insurance
+2015,US,United States,,US,BRFSS,Health Outcomes,59,Arthritis among adults aged >=18 Years,%,AgeAdjPrv,Age-adjusted prevalence,22.5,22.3,22.7,,,308745538,,HLTHOUT,ARTHRITIS,,,Arthritis
+2015,US,United States,,US,BRFSS,Health Outcomes,59,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,24.7,24.5,24.9,,,308745538,,HLTHOUT,ARTHRITIS,,,Arthritis
+2015,US,United States,,US,BRFSS,Unhealthy Behaviors,59,Binge drinking among adults aged >=18 Years,%,AgeAdjPrv,Age-adjusted prevalence,17.2,16.9,17.4,,,308745538,,UNHBEH,BINGE,,,Binge Drinking
+2015,US,United States,,US,BRFSS,Unhealthy Behaviors,59,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,16.3,16.1,16.5,,,308745538,,UNHBEH,BINGE,,,Binge Drinking
+2015,US,United States,,US,BRFSS,Health Outcomes,59,High blood pressure among adults aged >=18 Years,%,AgeAdjPrv,Age-adjusted prevalence,29.4,29.2,29.7,,,308745538,,HLTHOUT,BPHIGH,,,High Blood Pressure
+2015,US,United States,,US,BRFSS,Health Outcomes,59,High blood pressure among adults aged >=18 Years,%,CrdPrv,Crude prevalence,31.9,31.6,32.2,,,308745538,,HLTHOUT,BPHIGH,,,High Blood Pressure
+2015,US,United States,,US,BRFSS,Prevention,59,Taking medicine for high blood pressure control among adults aged >=18 Years with high blood pressure,%,AgeAdjPrv,Age-adjusted prevalence,57.7,57.1,58.4,,,308745538,,PREVENT,BPMED,,,Taking BP Medication
+2015,US,United States,,US,BRFSS,Prevention,59,Taking medicine for high blood pressure control among adults aged >=18 Years with high blood pressure,%,CrdPrv,Crude prevalence,77.2,76.8,77.7,,,308745538,,PREVENT,BPMED,,,Taking BP Medication
+2015,US,United States,,US,BRFSS,Health Outcomes,59,Cancer (excluding skin cancer) among adults aged >=18 Years,%,AgeAdjPrv,Age-adjusted prevalence,6.0,5.9,6.1,,,308745538,,HLTHOUT,CANCER,,,Cancer (except skin)
+2015,US,United States,,US,BRFSS,Health Outcomes,59,Cancer (excluding skin cancer) among adults aged >=18 Years,%,CrdPrv,Crude prevalence,6.6,6.5,6.8,,,308745538,,HLTHOUT,CANCER,,,Cancer (except skin)
+2015,US,United States,,US,BRFSS,Health Outcomes,59,Current asthma among adults aged >=18 Years,%,AgeAdjPrv,Age-adjusted prevalence,8.7,8.6,8.9,,,308745538,,HLTHOUT,CASTHMA,,,Current Asthma
+2015,US,United States,,US,BRFSS,Health Outcomes,59,Current asthma among adults aged >=18 Years,%,CrdPrv,Crude prevalence,8.8,8.6,9.0,,,308745538,,HLTHOUT,CASTHMA,,,Current Asthma
+2015,US,United States,,US,BRFSS,Health Outcomes,59,Coronary heart disease among adults aged >=18 Years,%,AgeAdjPrv,Age-adjusted prevalence,5.6,5.5,5.8,,,308745538,,HLTHOUT,CHD,,,Coronary Heart Disease
+2015,US,United States,,US,BRFSS,Health Outcomes,59,Coronary heart disease among adults aged >=18 Years,%,CrdPrv,Crude prevalence,6.3,6.2,6.5,,,308745538,,HLTHOUT,CHD,,,Coronary Heart Disease
+2015,US,United States,,US,BRFSS,Prevention,59,Visits to doctor for routine checkup within the past Year among adults aged >=18 Years,%,AgeAdjPrv,Age-adjusted prevalence,68.6,68.3,68.9,,,308745538,,PREVENT,CHECKUP,,,Annual Checkup
+2015,US,United States,,US,BRFSS,Prevention,59,Visits to doctor for routine checkup within the past Year among adults aged >=18 Years,%,CrdPrv,Crude prevalence,70.0,69.7,70.3,,,308745538,,PREVENT,CHECKUP,,,Annual Checkup
+2015,US,United States,,US,BRFSS,Prevention,59,Cholesterol screening among adults aged >=18 Years,%,AgeAdjPrv,Age-adjusted prevalence,75.2,74.9,75.5,,,308745538,,PREVENT,CHOLSCREEN,,,Cholesterol Screening
+2015,US,United States,,US,BRFSS,Prevention,59,Cholesterol screening among adults aged >=18 Years,%,CrdPrv,Crude prevalence,77.0,76.7,77.3,,,308745538,,PREVENT,CHOLSCREEN,,,Cholesterol Screening
+2014,US,United States,,US,BRFSS,Prevention,59,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50–75 Years",%,AgeAdjPrv,Age-adjusted prevalence,64.0,63.5,64.5,,,308745538,,PREVENT,COLON_SCREEN,,,Colorectal Cancer Screening
+2014,US,United States,,US,BRFSS,Prevention,59,"Fecal occult blood test, sigmoidoscopy, or colonoscopy among adults aged 50–75 Years",%,CrdPrv,Crude prevalence,63.7,63.3,64.1,,,308745538,,PREVENT,COLON_SCREEN,,,Colorectal Cancer Screening
+2015,US,United States,,US,BRFSS,Health Outcomes,59,Chronic obstructive pulmonary disease among adults aged >=18 Years,%,AgeAdjPrv,Age-adjusted prevalence,5.7,5.6,5.9,,,308745538,,HLTHOUT,COPD,,,COPD
+2015,US,United States,,US,BRFSS,Health Outcomes,59,Chronic obstructive pulmonary disease among adults aged >=18 Years,%,CrdPrv,Crude prevalence,6.3,6.2,6.4,,,308745538,,HLTHOUT,COPD,,,COPD
+2015,US,United States,,US,BRFSS,Health Outcomes,59,Physical health not good for >=14 days among adults aged >=18 Years,%,AgeAdjPrv,Age-adjusted prevalence,11.5,11.3,11.7,,,308745538,,HLTHOUT,PHLTH,,,Physical Health
+2014,US,United States,,US,BRFSS,Prevention,59,"Older adult men aged >=65 Years who are up to date on a core set of clinical preventive services: Flu shot past Year, PPV shot ever, Colorectal cancer screening",%,AgeAdjPrv,Age-adjusted prevalence,32.9,32.1,33.6,,,308745538,,PREVENT,COREM,,,Core preventive services for older men
+2014,US,United States,,US,BRFSS,Prevention,59,"Older adult men aged >=65 Years who are up to date on a core set of clinical preventive services: Flu shot past Year, PPV shot ever, Colorectal cancer screening",%,CrdPrv,Crude prevalence,32.3,31.5,33.0,,,308745538,,PREVENT,COREM,,,Core preventive services for older men
+2014,US,United States,,US,BRFSS,Prevention,59,"Older adult women aged >=65 Years who are up to date on a core set of clinical preventive services: Flu shot past Year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 Years",%,AgeAdjPrv,Age-adjusted prevalence,30.7,30.2,31.4,,,308745538,,PREVENT,COREW,,,Core preventive services for older women
+2014,US,United States,,US,BRFSS,Prevention,59,"Older adult women aged >=65 Years who are up to date on a core set of clinical preventive services: Flu shot past Year, PPV shot ever, Colorectal cancer screening, and Mammogram past 2 Years",%,CrdPrv,Crude prevalence,30.7,30.1,31.3,,,308745538,,PREVENT,COREW,,,Core preventive services for older women
+2015,US,United States,,US,BRFSS,Unhealthy Behaviors,59,Current smoking among adults aged >=18 Years,%,AgeAdjPrv,Age-adjusted prevalence,17.1,16.8,17.3,,,308745538,,UNHBEH,CSMOKING,,,Current Smoking
+2015,US,United States,,US,BRFSS,Unhealthy Behaviors,59,Current smoking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,16.8,16.6,17.0,,,308745538,,UNHBEH,CSMOKING,,,Current Smoking
+2014,US,United States,,US,BRFSS,Prevention,59,Visits to dentist or dental clinic among adults aged >=18 Years,%,AgeAdjPrv,Age-adjusted prevalence,64.1,63.8,64.4,,,308745538,,PREVENT,DENTAL,,,Dental Visit
+2014,US,United States,,US,BRFSS,Prevention,59,Visits to dentist or dental clinic among adults aged >=18 Years,%,CrdPrv,Crude prevalence,64.4,64.1,64.7,,,308745538,,PREVENT,DENTAL,,,Dental Visit
+2015,US,United States,,US,BRFSS,Health Outcomes,59,Diagnosed diabetes among adults aged >=18 Years,%,AgeAdjPrv,Age-adjusted prevalence,9.3,9.2,9.5,,,308745538,,HLTHOUT,DIABETES,,,Diabetes
+2015,US,United States,,US,BRFSS,Health Outcomes,59,Diagnosed diabetes among adults aged >=18 Years,%,CrdPrv,Crude prevalence,10.4,10.3,10.6,,,308745538,,HLTHOUT,DIABETES,,,Diabetes
+2015,US,United States,,US,BRFSS,Health Outcomes,59,High cholesterol among adults aged >=18 Years who have been screened in the past 5 Years,%,AgeAdjPrv,Age-adjusted prevalence,31.1,30.8,31.4,,,308745538,,HLTHOUT,HIGHCHOL,,,High Cholesterol
+2015,US,United States,,US,BRFSS,Health Outcomes,59,High cholesterol among adults aged >=18 Years who have been screened in the past 5 Years,%,CrdPrv,Crude prevalence,37.1,36.8,37.4,,,308745538,,HLTHOUT,HIGHCHOL,,,High Cholesterol
+2015,US,United States,,US,BRFSS,Health Outcomes,59,Chronic kidney disease among adults aged >=18 Years,%,AgeAdjPrv,Age-adjusted prevalence,2.5,2.4,2.6,,,308745538,,HLTHOUT,KIDNEY,,,Chronic Kidney Disease
+2015,US,United States,,US,BRFSS,Health Outcomes,59,Chronic kidney disease among adults aged >=18 Years,%,CrdPrv,Crude prevalence,2.7,2.6,2.8,,,308745538,,HLTHOUT,KIDNEY,,,Chronic Kidney Disease
+2015,US,United States,,US,BRFSS,Unhealthy Behaviors,59,No leisure-time physical activity among adults aged >=18 Years,%,AgeAdjPrv,Age-adjusted prevalence,25.5,25.2,25.8,,,308745538,,UNHBEH,LPA,,,Physical Inactivity
+2015,US,United States,,US,BRFSS,Unhealthy Behaviors,59,No leisure-time physical activity among adults aged >=18 Years,%,CrdPrv,Crude prevalence,25.9,25.6,26.1,,,308745538,,UNHBEH,LPA,,,Physical Inactivity
+2014,US,United States,,US,BRFSS,Prevention,59,Mammography use among women aged 50–74 Years,%,AgeAdjPrv,Age-adjusted prevalence,75.5,75.1,75.9,,,308745538,,PREVENT,MAMMOUSE,,,Mammography
+2014,US,United States,,US,BRFSS,Prevention,59,Mammography use among women aged 50–74 Years,%,CrdPrv,Crude prevalence,75.8,75.4,76.2,,,308745538,,PREVENT,MAMMOUSE,,,Mammography
+2015,US,United States,,US,BRFSS,Health Outcomes,59,Mental health not good for >=14 days among adults aged >=18 Years,%,AgeAdjPrv,Age-adjusted prevalence,11.6,11.4,11.8,,,308745538,,HLTHOUT,MHLTH,,,Mental Health
+2015,US,United States,,US,BRFSS,Health Outcomes,59,Mental health not good for >=14 days among adults aged >=18 Years,%,CrdPrv,Crude prevalence,11.4,11.3,11.6,,,308745538,,HLTHOUT,MHLTH,,,Mental Health
+2015,US,United States,,US,BRFSS,Unhealthy Behaviors,59,Obesity among adults aged >=18 Years,%,AgeAdjPrv,Age-adjusted prevalence,28.7,28.4,29.0,,,308745538,,UNHBEH,OBESITY,,,Obesity
+2015,US,United States,,US,BRFSS,Unhealthy Behaviors,59,Obesity among adults aged >=18 Years,%,CrdPrv,Crude prevalence,28.8,28.6,29.1,,,308745538,,UNHBEH,OBESITY,,,Obesity
+2014,US,United States,,US,BRFSS,Prevention,59,Papanicolaou smear use among adult women aged 21–65 Years,%,AgeAdjPrv,Age-adjusted prevalence,81.1,80.6,81.6,,,308745538,,PREVENT,PAPTEST,,,Pap Smear Test
+2014,US,United States,,US,BRFSS,Prevention,59,Papanicolaou smear use among adult women aged 21–65 Years,%,CrdPrv,Crude prevalence,81.8,81.3,82.2,,,308745538,,PREVENT,PAPTEST,,,Pap Smear Test
+2015,US,United States,,US,BRFSS,Health Outcomes,59,Physical health not good for >=14 days among adults aged >=18 Years,%,CrdPrv,Crude prevalence,12.0,11.8,12.2,,,308745538,,HLTHOUT,PHLTH,,,Physical Health
+2014,US,United States,,US,BRFSS,Unhealthy Behaviors,59,Sleeping less than 7 hours among adults aged >=18 Years,%,AgeAdjPrv,Age-adjusted prevalence,35.1,34.8,35.5,,,308745538,,UNHBEH,SLEEP,,,Sleep < 7 hours
+2014,US,United States,,US,BRFSS,Unhealthy Behaviors,59,Sleeping less than 7 hours among adults aged >=18 Years,%,CrdPrv,Crude prevalence,34.8,34.5,35.1,,,308745538,,UNHBEH,SLEEP,,,Sleep < 7 hours
+2015,US,United States,,US,BRFSS,Health Outcomes,59,Stroke among adults aged >=18 Years,%,AgeAdjPrv,Age-adjusted prevalence,2.8,2.7,2.8,,,308745538,,HLTHOUT,STROKE,,,Stroke
+2015,US,United States,,US,BRFSS,Health Outcomes,59,Stroke among adults aged >=18 Years,%,CrdPrv,Crude prevalence,3.0,3.0,3.1,,,308745538,,HLTHOUT,STROKE,,,Stroke
+2014,US,United States,,US,BRFSS,Health Outcomes,59,All teeth lost among adults aged >=65 Years,%,AgeAdjPrv,Age-adjusted prevalence,15.4,15.0,15.8,,,308745538,,HLTHOUT,TEETHLOST,,,Teeth Loss
+2014,US,United States,,US,BRFSS,Health Outcomes,59,All teeth lost among adults aged >=65 Years,%,CrdPrv,Crude prevalence,14.9,14.6,15.3,,,308745538,,HLTHOUT,TEETHLOST,,,Teeth Loss
+2015,AL,Alabama,Birmingham,City,BRFSS,Prevention,0107000,Current lack of health insurance among adults aged 18–64 Years,%,AgeAdjPrv,Age-adjusted prevalence,19.8,19.5,20.2,,,212237,"(33.5275663773, -86.7988174678)",PREVENT,ACCESS2,0107000,,Health Insurance
+2015,AL,Alabama,Birmingham,City,BRFSS,Prevention,0107000,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,19.6,19.2,20.0,,,212237,"(33.5275663773, -86.7988174678)",PREVENT,ACCESS2,0107000,,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073000100,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,23.9,21.2,27.2,,,3042,"(33.5794328326, -86.7228323926)",PREVENT,ACCESS2,0107000,01073000100,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073000300,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,28.8,25.4,32.4,,,2735,"(33.5428208686, -86.752433978)",PREVENT,ACCESS2,0107000,01073000300,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073000400,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,26.1,22.6,29.9,,,3338,"(33.5632449633, -86.7640474064)",PREVENT,ACCESS2,0107000,01073000400,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073000500,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,28.1,24.6,32.0,,,2864,"(33.5442404594, -86.7749130719)",PREVENT,ACCESS2,0107000,01073000500,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073000700,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,31.8,27.0,36.7,,,2577,"(33.5525406139, -86.8016893706)",PREVENT,ACCESS2,0107000,01073000700,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073000800,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,22.4,19.1,26.1,,,3859,"(33.549697789, -86.8330944744)",PREVENT,ACCESS2,0107000,01073000800,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073001100,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,16.8,13.7,20.5,,,5354,"(33.5429143325, -86.8756782852)",PREVENT,ACCESS2,0107000,01073001100,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073001200,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,24.6,22.2,27.2,,,2876,"(33.5278767706, -86.8604161686)",PREVENT,ACCESS2,0107000,01073001200,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073001400,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,22.0,18.4,25.7,,,2181,"(33.5261497258, -86.835146606)",PREVENT,ACCESS2,0107000,01073001400,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073001500,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,26.3,23.1,29.4,,,3189,"(33.5298727342, -86.8197191685)",PREVENT,ACCESS2,0107000,01073001500,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073001600,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,26.8,22.9,30.8,,,3390,"(33.5372993423, -86.8036590482)",PREVENT,ACCESS2,0107000,01073001600,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073001902,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,26.9,24.1,29.8,,,1894,"(33.5532050997, -86.7429801603)",PREVENT,ACCESS2,0107000,01073001902,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073002000,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,24.4,20.8,28.2,,,3885,"(33.5541574106, -86.7167229915)",PREVENT,ACCESS2,0107000,01073002000,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073002100,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,21.5,18.1,25.0,,,3186,"(33.5650015942, -86.7101024766)",PREVENT,ACCESS2,0107000,01073002100,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073002200,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,21.7,18.7,25.0,,,2630,"(33.5521301205, -86.7276759508)",PREVENT,ACCESS2,0107000,01073002200,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073002303,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,27.0,23.7,30.7,,,2936,"(33.5383153207, -86.7270445428)",PREVENT,ACCESS2,0107000,01073002303,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073002305,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,9.9,8.2,12.1,,,2952,"(33.5333415976, -86.7479566084)",PREVENT,ACCESS2,0107000,01073002305,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073002306,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,9.5,8.1,11.2,,,3257,"(33.5213873564, -86.7490031289)",PREVENT,ACCESS2,0107000,01073002306,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073002400,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,25.1,22.4,27.8,,,3629,"(33.5260748309, -86.7830315488)",PREVENT,ACCESS2,0107000,01073002400,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073002700,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,20.7,16.8,24.9,,,3992,"(33.5176008419, -86.8106887452)",PREVENT,ACCESS2,0107000,01073002700,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073002900,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,25.7,21.5,29.9,,,2064,"(33.5132498864, -86.83004749)",PREVENT,ACCESS2,0107000,01073002900,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073003001,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,18.4,15.3,22.4,,,3779,"(33.5125158094, -86.8577164946)",PREVENT,ACCESS2,0107000,01073003001,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073003002,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,26.3,21.7,31.3,,,2203,"(33.512258109, -86.8441439907)",PREVENT,ACCESS2,0107000,01073003002,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073003100,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,23.2,20.2,26.7,,,3637,"(33.5059655756, -86.8745506086)",PREVENT,ACCESS2,0107000,01073003100,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073003200,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,28.7,25.0,32.8,,,931,"(33.5094018502, -86.8859081961)",PREVENT,ACCESS2,0107000,01073003200,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073003300,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,22.2,19.1,25.7,,,947,"(33.5171261108, -86.8913819749)",PREVENT,ACCESS2,0107000,01073003300,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073003400,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,26.8,23.0,30.9,,,2477,"(33.5052229234, -86.9014844656)",PREVENT,ACCESS2,0107000,01073003400,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073003500,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,22.3,19.1,25.7,,,2780,"(33.5065714011, -86.9195910063)",PREVENT,ACCESS2,0107000,01073003500,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073003600,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,17.0,14.5,19.6,,,4683,"(33.48476397, -86.8981392947)",PREVENT,ACCESS2,0107000,01073003600,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073003700,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,21.6,19.2,23.9,,,5063,"(33.4969018589, -86.8907729426)",PREVENT,ACCESS2,0107000,01073003700,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073003802,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,19.0,16.7,21.6,,,5409,"(33.4785707794, -86.890000907)",PREVENT,ACCESS2,0107000,01073003802,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073003803,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,20.9,17.7,24.2,,,4199,"(33.485945214, -86.869692186)",PREVENT,ACCESS2,0107000,01073003803,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073003900,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,29.9,26.9,33.0,,,1783,"(33.4989959327, -86.8647600038)",PREVENT,ACCESS2,0107000,01073003900,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073004000,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,25.8,21.4,30.3,,,3772,"(33.4953246015, -86.8516232073)",PREVENT,ACCESS2,0107000,01073004000,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073004200,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,23.4,20.8,26.1,,,2341,"(33.5007439361, -86.8270720379)",PREVENT,ACCESS2,0107000,01073004200,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073004500,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,22.7,19.3,27.4,,,5003,"(33.5041857556, -86.8033798346)",PREVENT,ACCESS2,0107000,01073004500,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073004701,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,10.6,8.6,13.4,,,3480,"(33.5075242148, -86.7836675838)",PREVENT,ACCESS2,0107000,01073004701,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073004702,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,7.1,6.1,8.7,,,2944,"(33.5119902661, -86.7694550989)",PREVENT,ACCESS2,0107000,01073004702,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073004800,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,8.7,7.3,10.3,,,1861,"(33.4989064008, -86.78269914)",PREVENT,ACCESS2,0107000,01073004800,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073004901,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,11.0,9.1,13.2,,,1167,"(33.4971595645, -86.7917440668)",PREVENT,ACCESS2,0107000,01073004901,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073004902,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,15.2,12.5,18.5,,,3146,"(33.4935824043, -86.8009294603)",PREVENT,ACCESS2,0107000,01073004902,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073005000,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,17.9,15.4,20.7,,,3482,"(33.4866689795, -86.8173262831)",PREVENT,ACCESS2,0107000,01073005000,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073005101,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,30.5,26.5,34.4,,,1507,"(33.4945909008, -86.834763936)",PREVENT,ACCESS2,0107000,01073005101,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073005103,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,17.5,14.4,20.7,,,2587,"(33.485714885, -86.8327817467)",PREVENT,ACCESS2,0107000,01073005103,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073005104,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,24.9,21.3,28.9,,,2881,"(33.4749941816, -86.8335421747)",PREVENT,ACCESS2,0107000,01073005104,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073005200,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,20.2,16.4,24.2,,,3740,"(33.4806708775, -86.8508671514)",PREVENT,ACCESS2,0107000,01073005200,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073005302,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,12.8,10.9,15.1,,,3463,"(33.5766456449, -86.6965590316)",PREVENT,ACCESS2,0107000,01073005302,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073005500,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,26.5,22.9,30.7,,,1824,"(33.5670293898, -86.8005567213)",PREVENT,ACCESS2,0107000,01073005500,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073005600,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,12.3,10.0,15.0,,,4367,"(33.5200981234, -86.7272063198)",PREVENT,ACCESS2,0107000,01073005600,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073005701,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,18.9,15.7,22.3,,,2372,"(33.4629543329, -86.8898406628)",PREVENT,ACCESS2,0107000,01073005701,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073005702,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,19.8,16.4,23.3,,,3413,"(33.4698691385, -86.874290602)",PREVENT,ACCESS2,0107000,01073005702,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073005800,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,19.3,16.4,22.3,,,4216,"(33.479062325, -86.8128063089)",PREVENT,ACCESS2,0107000,01073005800,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073005903,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,15.9,13.9,18.0,,,4933,"(33.597162309, -86.6766736351)",PREVENT,ACCESS2,0107000,01073005903,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073005905,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,21.4,18.2,24.7,,,5039,"(33.603988456, -86.7008123418)",PREVENT,ACCESS2,0107000,01073005905,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073005907,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,12.5,10.3,14.9,,,1975,"(33.6142861501, -86.6691996417)",PREVENT,ACCESS2,0107000,01073005907,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073005908,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,20.9,18.1,23.7,,,1621,"(33.6182924432, -86.6801483084)",PREVENT,ACCESS2,0107000,01073005908,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073005909,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,14.4,11.8,17.5,,,2524,"(33.611811773, -86.7214221514)",PREVENT,ACCESS2,0107000,01073005909,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073005910,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,14.7,12.6,17.1,,,4612,"(33.6299017499, -86.7194311229)",PREVENT,ACCESS2,0107000,01073005910,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073010500,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,21.8,18.2,25.9,,,114,"(33.4363786806, -86.9128923072)",PREVENT,ACCESS2,0107000,01073010500,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073010701,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,18.5,14.4,23.6,,,74,"(33.473886155, -86.8146487762)",PREVENT,ACCESS2,0107000,01073010701,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073010706,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,13.5,11.0,16.3,,,1528,"(33.4443709442, -86.8405352645)",PREVENT,ACCESS2,0107000,01073010706,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073010801,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,5.2,4.4,6.3,,,168,"(33.514097853, -86.7466971362)",PREVENT,ACCESS2,0107000,01073010801,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073010802,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,5.0,3.9,6.5,,,172,"(33.4885493477, -86.780843024)",PREVENT,ACCESS2,0107000,01073010802,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073010803,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,11.3,9.0,14.0,,,514,"(33.5229093892, -86.7102618642)",PREVENT,ACCESS2,0107000,01073010803,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073010805,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,7.3,5.5,9.9,,,86,"(33.4952792472, -86.6987184974)",PREVENT,ACCESS2,0107000,01073010805,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073011104,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,13.6,11.4,16.1,,,1688,"(33.6159436433, -86.6557892507)",PREVENT,ACCESS2,0107000,01073011104,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073011107,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,,,,*,Estimates suppressed for population less than 50,42,"(33.5804845249, -86.6301110961)",PREVENT,ACCESS2,0107000,01073011107,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073011108,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,,,,*,Estimates suppressed for population less than 50,9,"(33.6050742596, -86.6316729386)",PREVENT,ACCESS2,0107000,01073011108,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073011207,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,17.7,15.1,20.6,,,815,"(33.6718848706, -86.6772510465)",PREVENT,ACCESS2,0107000,01073011207,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073011209,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,20.2,17.2,24.2,,,1062,"(33.6557189992, -86.7050698349)",PREVENT,ACCESS2,0107000,01073011209,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073011210,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,21.5,17.0,26.7,,,1385,"(33.6641893755, -86.6956170686)",PREVENT,ACCESS2,0107000,01073011210,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073011803,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,18.1,15.4,21.3,,,928,"(33.6252575173, -86.6998610409)",PREVENT,ACCESS2,0107000,01073011803,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073011804,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,18.3,15.2,21.9,,,1157,"(33.6474916175, -86.7042974424)",PREVENT,ACCESS2,0107000,01073011804,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073011901,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,,,,*,Estimates suppressed for population less than 50,6,"(33.6355414646, -86.736946691)",PREVENT,ACCESS2,0107000,01073011901,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073011904,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,14.4,12.1,16.8,,,1915,"(33.593140185, -86.7357930541)",PREVENT,ACCESS2,0107000,01073011904,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073012001,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,14.5,12.5,16.7,,,304,"(33.5919486112, -86.864384068)",PREVENT,ACCESS2,0107000,01073012001,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073012002,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,,,,*,Estimates suppressed for population less than 50,44,"(33.5859234197, -86.8357007188)",PREVENT,ACCESS2,0107000,01073012002,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073012200,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,,,,*,Estimates suppressed for population less than 50,23,"(33.5967441904, -87.0879396857)",PREVENT,ACCESS2,0107000,01073012200,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073012302,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,12.7,10.6,15.2,,,144,"(33.5542816352, -87.0544691416)",PREVENT,ACCESS2,0107000,01073012302,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073012305,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,12.5,10.2,15.1,,,403,"(33.4695358064, -86.96831739)",PREVENT,ACCESS2,0107000,01073012305,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073012401,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,11.4,8.9,14.2,,,1066,"(33.5571951048, -86.8777935049)",PREVENT,ACCESS2,0107000,01073012401,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073012402,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,16.7,14.6,19.0,,,418,"(33.549984172, -86.8994543327)",PREVENT,ACCESS2,0107000,01073012402,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073012500,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,21.0,17.6,24.4,,,410,"(33.529160486, -86.9346476445)",PREVENT,ACCESS2,0107000,01073012500,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073012602,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,17.5,15.7,19.6,,,371,"(33.570164674, -86.666430582)",PREVENT,ACCESS2,0107000,01073012602,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073012701,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,,,,*,Estimates suppressed for population less than 50,44,"(33.5484078071, -86.6323773455)",PREVENT,ACCESS2,0107000,01073012701,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073012703,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,11.3,8.6,14.9,,,498,"(33.4681180943, -86.6671888213)",PREVENT,ACCESS2,0107000,01073012703,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073012704,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,8.9,6.8,11.5,,,113,"(33.5034195908, -86.6180983403)",PREVENT,ACCESS2,0107000,01073012704,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073012803,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,8.6,6.7,11.2,,,1261,"(33.4439425865, -86.7212936938)",PREVENT,ACCESS2,0107000,01073012803,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073012910,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,,,,*,Estimates suppressed for population less than 50,9,"(33.4345805042, -86.7263292059)",PREVENT,ACCESS2,0107000,01073012910,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073013002,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,21.3,17.1,25.6,,,1514,"(33.46604181, -86.8567287797)",PREVENT,ACCESS2,0107000,01073013002,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073013100,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,21.8,18.8,24.9,,,4424,"(33.44880214, -86.8878401579)",PREVENT,ACCESS2,0107000,01073013100,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073013300,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,23.5,19.5,27.5,,,1782,"(33.4396443569, -86.9248768665)",PREVENT,ACCESS2,0107000,01073013300,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073013901,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,18.0,14.8,21.7,,,952,"(33.4729384906, -86.9547337648)",PREVENT,ACCESS2,0107000,01073013901,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073014302,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,10.0,8.3,12.1,,,2778,"(33.4244658829, -86.8841474217)",PREVENT,ACCESS2,0107000,01073014302,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01073014413,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,7.6,5.9,9.8,,,397,"(33.4226593117, -86.8508620751)",PREVENT,ACCESS2,0107000,01073014413,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01117030213,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,9.3,7.7,11.4,,,644,"(33.4395975193, -86.6735959359)",PREVENT,ACCESS2,0107000,01117030213,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01117030217,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,,,,*,Estimates suppressed for population less than 50,16,"(33.4556995763, -86.6520208639)",PREVENT,ACCESS2,0107000,01117030217,Health Insurance
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Prevention,0107000-01117030303,Current lack of health insurance among adults aged 18–64 Years,%,CrdPrv,Crude prevalence,9.9,8.1,12.0,,,968,"(33.4258661239, -86.713819356)",PREVENT,ACCESS2,0107000,01117030303,Health Insurance
+2015,AL,Alabama,Birmingham,City,BRFSS,Health Outcomes,0107000,Arthritis among adults aged >=18 Years,%,AgeAdjPrv,Age-adjusted prevalence,31.0,30.8,31.1,,,212237,"(33.5275663773, -86.7988174678)",HLTHOUT,ARTHRITIS,0107000,,Arthritis
+2015,AL,Alabama,Birmingham,City,BRFSS,Health Outcomes,0107000,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,30.9,30.8,31.1,,,212237,"(33.5275663773, -86.7988174678)",HLTHOUT,ARTHRITIS,0107000,,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073000100,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,32.5,31.5,33.6,,,3042,"(33.5794328326, -86.7228323926)",HLTHOUT,ARTHRITIS,0107000,01073000100,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073000300,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,31.3,30.0,32.4,,,2735,"(33.5428208686, -86.752433978)",HLTHOUT,ARTHRITIS,0107000,01073000300,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073000400,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,34.6,33.2,35.9,,,3338,"(33.5632449633, -86.7640474064)",HLTHOUT,ARTHRITIS,0107000,01073000400,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073000500,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,37.8,36.3,39.2,,,2864,"(33.5442404594, -86.7749130719)",HLTHOUT,ARTHRITIS,0107000,01073000500,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073000700,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,38.5,37.1,39.9,,,2577,"(33.5525406139, -86.8016893706)",HLTHOUT,ARTHRITIS,0107000,01073000700,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073000800,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,38.0,36.5,39.3,,,3859,"(33.549697789, -86.8330944744)",HLTHOUT,ARTHRITIS,0107000,01073000800,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073001100,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,34.0,32.4,35.5,,,5354,"(33.5429143325, -86.8756782852)",HLTHOUT,ARTHRITIS,0107000,01073001100,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073001200,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,36.5,35.4,37.6,,,2876,"(33.5278767706, -86.8604161686)",HLTHOUT,ARTHRITIS,0107000,01073001200,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073001400,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,37.1,35.6,38.6,,,2181,"(33.5261497258, -86.835146606)",HLTHOUT,ARTHRITIS,0107000,01073001400,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073001500,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,35.2,34.0,36.4,,,3189,"(33.5298727342, -86.8197191685)",HLTHOUT,ARTHRITIS,0107000,01073001500,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073001600,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,39.9,38.4,41.3,,,3390,"(33.5372993423, -86.8036590482)",HLTHOUT,ARTHRITIS,0107000,01073001600,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073001902,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,35.1,34.0,36.1,,,1894,"(33.5532050997, -86.7429801603)",HLTHOUT,ARTHRITIS,0107000,01073001902,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073002000,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,36.3,34.9,37.7,,,3885,"(33.5541574106, -86.7167229915)",HLTHOUT,ARTHRITIS,0107000,01073002000,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073002100,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,33.1,31.8,34.3,,,3186,"(33.5650015942, -86.7101024766)",HLTHOUT,ARTHRITIS,0107000,01073002100,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073002200,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,32.4,31.2,33.6,,,2630,"(33.5521301205, -86.7276759508)",HLTHOUT,ARTHRITIS,0107000,01073002200,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073002303,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,33.4,32.2,34.6,,,2936,"(33.5383153207, -86.7270445428)",HLTHOUT,ARTHRITIS,0107000,01073002303,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073002305,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,22.3,21.3,23.3,,,2952,"(33.5333415976, -86.7479566084)",HLTHOUT,ARTHRITIS,0107000,01073002305,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073002306,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,26.9,25.9,27.9,,,3257,"(33.5213873564, -86.7490031289)",HLTHOUT,ARTHRITIS,0107000,01073002306,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073002400,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,31.0,30.0,31.9,,,3629,"(33.5260748309, -86.7830315488)",HLTHOUT,ARTHRITIS,0107000,01073002400,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073002700,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,27.2,25.9,28.5,,,3992,"(33.5176008419, -86.8106887452)",HLTHOUT,ARTHRITIS,0107000,01073002700,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073002900,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,38.7,37.0,40.3,,,2064,"(33.5132498864, -86.83004749)",HLTHOUT,ARTHRITIS,0107000,01073002900,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073003001,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,24.3,23.6,25.0,,,3779,"(33.5125158094, -86.8577164946)",HLTHOUT,ARTHRITIS,0107000,01073003001,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073003002,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,40.9,39.1,42.7,,,2203,"(33.512258109, -86.8441439907)",HLTHOUT,ARTHRITIS,0107000,01073003002,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073003100,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,34.1,32.7,35.4,,,3637,"(33.5059655756, -86.8745506086)",HLTHOUT,ARTHRITIS,0107000,01073003100,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073003200,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,39.0,37.6,40.3,,,931,"(33.5094018502, -86.8859081961)",HLTHOUT,ARTHRITIS,0107000,01073003200,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073003300,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,38.6,37.3,39.9,,,947,"(33.5171261108, -86.8913819749)",HLTHOUT,ARTHRITIS,0107000,01073003300,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073003400,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,36.3,34.9,37.7,,,2477,"(33.5052229234, -86.9014844656)",HLTHOUT,ARTHRITIS,0107000,01073003400,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073003500,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,32.8,31.5,34.0,,,2780,"(33.5065714011, -86.9195910063)",HLTHOUT,ARTHRITIS,0107000,01073003500,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073003600,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,33.4,32.1,34.7,,,4683,"(33.48476397, -86.8981392947)",HLTHOUT,ARTHRITIS,0107000,01073003600,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073003700,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,31.2,30.1,32.1,,,5063,"(33.4969018589, -86.8907729426)",HLTHOUT,ARTHRITIS,0107000,01073003700,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073003802,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,32.1,31.0,33.2,,,5409,"(33.4785707794, -86.890000907)",HLTHOUT,ARTHRITIS,0107000,01073003802,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073003803,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,36.0,34.5,37.3,,,4199,"(33.485945214, -86.869692186)",HLTHOUT,ARTHRITIS,0107000,01073003803,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073003900,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,32.9,31.8,33.9,,,1783,"(33.4989959327, -86.8647600038)",HLTHOUT,ARTHRITIS,0107000,01073003900,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073004000,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,37.8,36.4,39.3,,,3772,"(33.4953246015, -86.8516232073)",HLTHOUT,ARTHRITIS,0107000,01073004000,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073004200,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,36.6,35.5,37.7,,,2341,"(33.5007439361, -86.8270720379)",HLTHOUT,ARTHRITIS,0107000,01073004200,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073004500,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,15.1,14.4,15.8,,,5003,"(33.5041857556, -86.8033798346)",HLTHOUT,ARTHRITIS,0107000,01073004500,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073004701,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,23.7,22.5,24.9,,,3480,"(33.5075242148, -86.7836675838)",HLTHOUT,ARTHRITIS,0107000,01073004701,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073004702,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,27.0,25.9,28.1,,,2944,"(33.5119902661, -86.7694550989)",HLTHOUT,ARTHRITIS,0107000,01073004702,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073004800,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,30.1,29.0,31.2,,,1861,"(33.4989064008, -86.78269914)",HLTHOUT,ARTHRITIS,0107000,01073004800,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073004901,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,22.1,21.2,23.0,,,1167,"(33.4971595645, -86.7917440668)",HLTHOUT,ARTHRITIS,0107000,01073004901,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073004902,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,18.4,17.5,19.4,,,3146,"(33.4935824043, -86.8009294603)",HLTHOUT,ARTHRITIS,0107000,01073004902,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073005000,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,19.6,18.7,20.4,,,3482,"(33.4866689795, -86.8173262831)",HLTHOUT,ARTHRITIS,0107000,01073005000,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073005101,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,36.6,35.3,37.8,,,1507,"(33.4945909008, -86.834763936)",HLTHOUT,ARTHRITIS,0107000,01073005101,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073005103,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,40.1,38.6,41.7,,,2587,"(33.485714885, -86.8327817467)",HLTHOUT,ARTHRITIS,0107000,01073005103,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073005104,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,18.9,18.0,19.8,,,2881,"(33.4749941816, -86.8335421747)",HLTHOUT,ARTHRITIS,0107000,01073005104,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073005200,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,37.9,36.1,39.7,,,3740,"(33.4806708775, -86.8508671514)",HLTHOUT,ARTHRITIS,0107000,01073005200,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073005302,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,33.2,31.8,34.5,,,3463,"(33.5766456449, -86.6965590316)",HLTHOUT,ARTHRITIS,0107000,01073005302,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073005500,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,36.7,35.4,37.9,,,1824,"(33.5670293898, -86.8005567213)",HLTHOUT,ARTHRITIS,0107000,01073005500,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073005600,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,31.8,30.3,33.2,,,4367,"(33.5200981234, -86.7272063198)",HLTHOUT,ARTHRITIS,0107000,01073005600,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073005701,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,35.8,34.1,37.3,,,2372,"(33.4629543329, -86.8898406628)",HLTHOUT,ARTHRITIS,0107000,01073005701,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073005702,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,37.8,36.0,39.3,,,3413,"(33.4698691385, -86.874290602)",HLTHOUT,ARTHRITIS,0107000,01073005702,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073005800,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,18.4,17.7,19.1,,,4216,"(33.479062325, -86.8128063089)",HLTHOUT,ARTHRITIS,0107000,01073005800,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073005903,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,32.2,31.1,33.3,,,4933,"(33.597162309, -86.6766736351)",HLTHOUT,ARTHRITIS,0107000,01073005903,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073005905,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,34.2,32.9,35.4,,,5039,"(33.603988456, -86.7008123418)",HLTHOUT,ARTHRITIS,0107000,01073005905,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073005907,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,30.1,28.9,31.3,,,1975,"(33.6142861501, -86.6691996417)",HLTHOUT,ARTHRITIS,0107000,01073005907,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073005908,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,32.5,31.5,33.5,,,1621,"(33.6182924432, -86.6801483084)",HLTHOUT,ARTHRITIS,0107000,01073005908,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073005909,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,28.0,26.5,29.4,,,2524,"(33.611811773, -86.7214221514)",HLTHOUT,ARTHRITIS,0107000,01073005909,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073005910,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,28.0,26.8,29.1,,,4612,"(33.6299017499, -86.7194311229)",HLTHOUT,ARTHRITIS,0107000,01073005910,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073010500,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,41.3,39.4,43.1,,,114,"(33.4363786806, -86.9128923072)",HLTHOUT,ARTHRITIS,0107000,01073010500,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073010701,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,15.1,14.0,16.3,,,74,"(33.473886155, -86.8146487762)",HLTHOUT,ARTHRITIS,0107000,01073010701,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073010706,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,15.3,14.6,16.0,,,1528,"(33.4443709442, -86.8405352645)",HLTHOUT,ARTHRITIS,0107000,01073010706,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073010801,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,24.9,23.9,26.2,,,168,"(33.514097853, -86.7466971362)",HLTHOUT,ARTHRITIS,0107000,01073010801,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073010802,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,33.2,31.7,35.0,,,172,"(33.4885493477, -86.780843024)",HLTHOUT,ARTHRITIS,0107000,01073010802,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073010803,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,23.8,22.6,25.0,,,514,"(33.5229093892, -86.7102618642)",HLTHOUT,ARTHRITIS,0107000,01073010803,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073010805,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,32.0,30.1,34.0,,,86,"(33.4952792472, -86.6987184974)",HLTHOUT,ARTHRITIS,0107000,01073010805,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073011104,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,29.8,28.5,31.1,,,1688,"(33.6159436433, -86.6557892507)",HLTHOUT,ARTHRITIS,0107000,01073011104,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073011107,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,,,,*,Estimates suppressed for population less than 50,42,"(33.5804845249, -86.6301110961)",HLTHOUT,ARTHRITIS,0107000,01073011107,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073011108,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,,,,*,Estimates suppressed for population less than 50,9,"(33.6050742596, -86.6316729386)",HLTHOUT,ARTHRITIS,0107000,01073011108,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073011207,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,25.3,24.3,26.2,,,815,"(33.6718848706, -86.6772510465)",HLTHOUT,ARTHRITIS,0107000,01073011207,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073011209,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,27.2,26.1,28.3,,,1062,"(33.6557189992, -86.7050698349)",HLTHOUT,ARTHRITIS,0107000,01073011209,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073011210,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,23.8,22.3,25.3,,,1385,"(33.6641893755, -86.6956170686)",HLTHOUT,ARTHRITIS,0107000,01073011210,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073011803,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,28.2,27.0,29.4,,,928,"(33.6252575173, -86.6998610409)",HLTHOUT,ARTHRITIS,0107000,01073011803,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073011804,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,25.8,24.6,27.0,,,1157,"(33.6474916175, -86.7042974424)",HLTHOUT,ARTHRITIS,0107000,01073011804,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073011901,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,,,,*,Estimates suppressed for population less than 50,6,"(33.6355414646, -86.736946691)",HLTHOUT,ARTHRITIS,0107000,01073011901,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073011904,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,34.8,33.3,36.3,,,1915,"(33.593140185, -86.7357930541)",HLTHOUT,ARTHRITIS,0107000,01073011904,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073012001,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,44.8,42.9,46.6,,,304,"(33.5919486112, -86.864384068)",HLTHOUT,ARTHRITIS,0107000,01073012001,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073012002,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,,,,*,Estimates suppressed for population less than 50,44,"(33.5859234197, -86.8357007188)",HLTHOUT,ARTHRITIS,0107000,01073012002,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073012200,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,,,,*,Estimates suppressed for population less than 50,23,"(33.5967441904, -87.0879396857)",HLTHOUT,ARTHRITIS,0107000,01073012200,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073012302,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,26.3,25.2,27.5,,,144,"(33.5542816352, -87.0544691416)",HLTHOUT,ARTHRITIS,0107000,01073012302,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073012305,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,30.5,28.6,32.2,,,403,"(33.4695358064, -86.96831739)",HLTHOUT,ARTHRITIS,0107000,01073012305,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073012401,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,27.4,25.6,29.4,,,1066,"(33.5571951048, -86.8777935049)",HLTHOUT,ARTHRITIS,0107000,01073012401,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073012402,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,31.9,30.8,33.0,,,418,"(33.549984172, -86.8994543327)",HLTHOUT,ARTHRITIS,0107000,01073012402,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073012500,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,37.9,36.5,39.4,,,410,"(33.529160486, -86.9346476445)",HLTHOUT,ARTHRITIS,0107000,01073012500,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073012602,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,35.4,34.5,36.3,,,371,"(33.570164674, -86.666430582)",HLTHOUT,ARTHRITIS,0107000,01073012602,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073012701,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,,,,*,Estimates suppressed for population less than 50,44,"(33.5484078071, -86.6323773455)",HLTHOUT,ARTHRITIS,0107000,01073012701,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073012703,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,14.8,13.8,15.9,,,498,"(33.4681180943, -86.6671888213)",HLTHOUT,ARTHRITIS,0107000,01073012703,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073012704,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,27.0,25.2,29.0,,,113,"(33.5034195908, -86.6180983403)",HLTHOUT,ARTHRITIS,0107000,01073012704,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073012803,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,11.9,11.1,12.7,,,1261,"(33.4439425865, -86.7212936938)",HLTHOUT,ARTHRITIS,0107000,01073012803,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073012910,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,,,,*,Estimates suppressed for population less than 50,9,"(33.4345805042, -86.7263292059)",HLTHOUT,ARTHRITIS,0107000,01073012910,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073013002,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,41.0,39.1,42.9,,,1514,"(33.46604181, -86.8567287797)",HLTHOUT,ARTHRITIS,0107000,01073013002,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073013100,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,38.7,37.5,39.9,,,4424,"(33.44880214, -86.8878401579)",HLTHOUT,ARTHRITIS,0107000,01073013100,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073013300,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,39.2,37.6,40.7,,,1782,"(33.4396443569, -86.9248768665)",HLTHOUT,ARTHRITIS,0107000,01073013300,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073013901,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,35.0,33.4,36.6,,,952,"(33.4729384906, -86.9547337648)",HLTHOUT,ARTHRITIS,0107000,01073013901,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073014302,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,19.0,18.1,19.8,,,2778,"(33.4244658829, -86.8841474217)",HLTHOUT,ARTHRITIS,0107000,01073014302,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01073014413,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,17.7,16.9,18.6,,,397,"(33.4226593117, -86.8508620751)",HLTHOUT,ARTHRITIS,0107000,01073014413,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01117030213,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,20.3,19.1,21.5,,,644,"(33.4395975193, -86.6735959359)",HLTHOUT,ARTHRITIS,0107000,01117030213,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01117030217,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,,,,*,Estimates suppressed for population less than 50,16,"(33.4556995763, -86.6520208639)",HLTHOUT,ARTHRITIS,0107000,01117030217,Arthritis
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Health Outcomes,0107000-01117030303,Arthritis among adults aged >=18 Years,%,CrdPrv,Crude prevalence,12.8,12.1,13.6,,,968,"(33.4258661239, -86.713819356)",HLTHOUT,ARTHRITIS,0107000,01117030303,Arthritis
+2015,AL,Alabama,Birmingham,City,BRFSS,Unhealthy Behaviors,0107000,Binge drinking among adults aged >=18 Years,%,AgeAdjPrv,Age-adjusted prevalence,11.2,11.1,11.3,,,212237,"(33.5275663773, -86.7988174678)",UNHBEH,BINGE,0107000,,Binge Drinking
+2015,AL,Alabama,Birmingham,City,BRFSS,Unhealthy Behaviors,0107000,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,11.3,11.3,11.4,,,212237,"(33.5275663773, -86.7988174678)",UNHBEH,BINGE,0107000,,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073000100,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,10.1,9.7,10.5,,,3042,"(33.5794328326, -86.7228323926)",UNHBEH,BINGE,0107000,01073000100,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073000300,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,10.8,10.3,11.2,,,2735,"(33.5428208686, -86.752433978)",UNHBEH,BINGE,0107000,01073000300,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073000400,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,9.5,9.0,10.0,,,3338,"(33.5632449633, -86.7640474064)",UNHBEH,BINGE,0107000,01073000400,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073000500,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,8.6,8.1,9.0,,,2864,"(33.5442404594, -86.7749130719)",UNHBEH,BINGE,0107000,01073000500,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073000700,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,7.4,6.9,7.9,,,2577,"(33.5525406139, -86.8016893706)",UNHBEH,BINGE,0107000,01073000700,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073000800,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,8.9,8.5,9.3,,,3859,"(33.549697789, -86.8330944744)",UNHBEH,BINGE,0107000,01073000800,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073001100,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,9.6,9.2,10.1,,,5354,"(33.5429143325, -86.8756782852)",UNHBEH,BINGE,0107000,01073001100,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073001200,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,9.4,9.1,9.7,,,2876,"(33.5278767706, -86.8604161686)",UNHBEH,BINGE,0107000,01073001200,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073001400,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,8.9,8.5,9.3,,,2181,"(33.5261497258, -86.835146606)",UNHBEH,BINGE,0107000,01073001400,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073001500,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,9.4,9.1,9.8,,,3189,"(33.5298727342, -86.8197191685)",UNHBEH,BINGE,0107000,01073001500,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073001600,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,8.2,7.7,8.6,,,3390,"(33.5372993423, -86.8036590482)",UNHBEH,BINGE,0107000,01073001600,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073001902,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,9.3,8.9,9.8,,,1894,"(33.5532050997, -86.7429801603)",UNHBEH,BINGE,0107000,01073001902,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073002000,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,9.1,8.7,9.6,,,3885,"(33.5541574106, -86.7167229915)",UNHBEH,BINGE,0107000,01073002000,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073002100,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,10.0,9.6,10.6,,,3186,"(33.5650015942, -86.7101024766)",UNHBEH,BINGE,0107000,01073002100,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073002200,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,10.1,9.7,10.6,,,2630,"(33.5521301205, -86.7276759508)",UNHBEH,BINGE,0107000,01073002200,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073002303,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,8.9,8.5,9.4,,,2936,"(33.5383153207, -86.7270445428)",UNHBEH,BINGE,0107000,01073002303,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073002305,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,16.3,15.8,16.7,,,2952,"(33.5333415976, -86.7479566084)",UNHBEH,BINGE,0107000,01073002305,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073002306,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,15.6,15.2,16.1,,,3257,"(33.5213873564, -86.7490031289)",UNHBEH,BINGE,0107000,01073002306,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073002400,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,11.1,10.8,11.5,,,3629,"(33.5260748309, -86.7830315488)",UNHBEH,BINGE,0107000,01073002400,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073002700,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,13.6,13.0,14.2,,,3992,"(33.5176008419, -86.8106887452)",UNHBEH,BINGE,0107000,01073002700,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073002900,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,8.3,7.8,8.8,,,2064,"(33.5132498864, -86.83004749)",UNHBEH,BINGE,0107000,01073002900,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073003001,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,14.3,13.3,15.3,,,3779,"(33.5125158094, -86.8577164946)",UNHBEH,BINGE,0107000,01073003001,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073003002,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,7.4,7.0,7.8,,,2203,"(33.512258109, -86.8441439907)",UNHBEH,BINGE,0107000,01073003002,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073003100,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,9.5,9.1,10.0,,,3637,"(33.5059655756, -86.8745506086)",UNHBEH,BINGE,0107000,01073003100,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073003200,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,7.6,7.3,8.0,,,931,"(33.5094018502, -86.8859081961)",UNHBEH,BINGE,0107000,01073003200,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073003300,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,8.4,8.0,8.9,,,947,"(33.5171261108, -86.8913819749)",UNHBEH,BINGE,0107000,01073003300,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073002305,Obesity among adults aged >=18 Years,%,CrdPrv,Crude prevalence,31.7,30.4,33.0,,,2952,"(33.5333415976, -86.7479566084)",UNHBEH,OBESITY,0107000,01073002305,Obesity
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073003400,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,8.8,8.3,9.3,,,2477,"(33.5052229234, -86.9014844656)",UNHBEH,BINGE,0107000,01073003400,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073003500,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,10.0,9.5,10.5,,,2780,"(33.5065714011, -86.9195910063)",UNHBEH,BINGE,0107000,01073003500,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073003600,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,9.9,9.4,10.3,,,4683,"(33.48476397, -86.8981392947)",UNHBEH,BINGE,0107000,01073003600,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073003700,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,10.3,9.9,10.7,,,5063,"(33.4969018589, -86.8907729426)",UNHBEH,BINGE,0107000,01073003700,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073003802,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,10.3,9.9,10.7,,,5409,"(33.4785707794, -86.890000907)",UNHBEH,BINGE,0107000,01073003802,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073003803,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,9.2,8.7,9.7,,,4199,"(33.485945214, -86.869692186)",UNHBEH,BINGE,0107000,01073003803,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073003900,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,9.5,9.1,9.8,,,1783,"(33.4989959327, -86.8647600038)",UNHBEH,BINGE,0107000,01073003900,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073004000,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,8.5,8.0,9.0,,,3772,"(33.4953246015, -86.8516232073)",UNHBEH,BINGE,0107000,01073004000,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073004200,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,9.1,8.8,9.4,,,2341,"(33.5007439361, -86.8270720379)",UNHBEH,BINGE,0107000,01073004200,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073004500,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,13.8,12.9,14.8,,,5003,"(33.5041857556, -86.8033798346)",UNHBEH,BINGE,0107000,01073004500,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073004701,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,16.4,15.7,17.2,,,3480,"(33.5075242148, -86.7836675838)",UNHBEH,BINGE,0107000,01073004701,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073004702,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,15.3,14.9,15.7,,,2944,"(33.5119902661, -86.7694550989)",UNHBEH,BINGE,0107000,01073004702,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073004800,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,14.1,13.7,14.5,,,1861,"(33.4989064008, -86.78269914)",UNHBEH,BINGE,0107000,01073004800,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073004901,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,17.0,16.4,17.7,,,1167,"(33.4971595645, -86.7917440668)",UNHBEH,BINGE,0107000,01073004901,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073004902,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,16.3,15.6,17.1,,,3146,"(33.4935824043, -86.8009294603)",UNHBEH,BINGE,0107000,01073004902,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073005000,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,16.1,15.6,16.7,,,3482,"(33.4866689795, -86.8173262831)",UNHBEH,BINGE,0107000,01073005000,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073005101,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,7.9,7.5,8.3,,,1507,"(33.4945909008, -86.834763936)",UNHBEH,BINGE,0107000,01073005101,Binge Drinking
+2015,AL,Alabama,Birmingham,Census Tract,BRFSS,Unhealthy Behaviors,0107000-01073005103,Binge drinking among adults aged >=18 Years,%,CrdPrv,Crude prevalence,7.7,7.4,8.0,,,2587,"(33.485714885, -86.8327817467)",UNHBEH,BINGE,0107000,01073005103,Binge Drinking

sample/sample_json.json

@@ -0,0 +1,5154 @@
+{
+    "meta": {
+        "limit": 100,
+        "offset": 0,
+        "total_count": 100
+    },
+    "objects": [
+        {
+            "caucus": null,
+            "congress_numbers": [
+                113,
+                114,
+                115
+            ],
+            "current": true,
+            "description": "Junior Senator for Wisconsin",
+            "district": null,
+            "enddate": "2019-01-03",
+            "extra": {
+                "address": "709 Hart Senate Office Building Washington DC 20510",
+                "contact_form": "https://www.baldwin.senate.gov/feedback",
+                "fax": "202-225-6942",
+                "office": "709 Hart Senate Office Building",
+                "rss_url": "http://www.baldwin.senate.gov/rss/feeds/?type=all"
+            },
+            "leadership_title": null,
+            "party": "Democrat",
+            "person": {
+                "bioguideid": "B001230",
+                "birthday": "1962-02-11",
+                "cspanid": 57884,
+                "firstname": "Tammy",
+                "gender": "female",
+                "gender_label": "Female",
+                "lastname": "Baldwin",
+                "link": "https://www.govtrack.us/congress/members/tammy_baldwin/400013",
+                "middlename": "",
+                "name": "Sen. Tammy Baldwin [D-WI]",
+                "namemod": "",
+                "nickname": "",
+                "osid": "N00004367",
+                "pvsid": "3470",
+                "sortname": "Baldwin, Tammy (Sen.) [D-WI]",
+                "twitterid": "SenatorBaldwin",
+                "youtubeid": "witammybaldwin"
+            },
+            "phone": "202-224-5653",
+            "role_type": "senator",
+            "role_type_label": "Senator",
+            "senator_class": "class1",
+            "senator_class_label": "Class 1",
+            "senator_rank": "junior",
+            "senator_rank_label": "Junior",
+            "startdate": "2013-01-03",
+            "state": "WI",
+            "title": "Sen.",
+            "title_long": "Senator",
+            "website": "https://www.baldwin.senate.gov"
+        },
+        {
+            "caucus": null,
+            "congress_numbers": [
+                113,
+                114,
+                115
+            ],
+            "current": true,
+            "description": "Senior Senator for Ohio",
+            "district": null,
+            "enddate": "2019-01-03",
+            "extra": {
+                "address": "713 Hart Senate Office Building Washington DC 20510",
+                "contact_form": "http://www.brown.senate.gov/contact/",
+                "fax": "202-228-6321",
+                "office": "713 Hart Senate Office Building",
+                "rss_url": "http://www.brown.senate.gov/rss/feeds/?type=all&"
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+        "youtubeid": null
+    },
+    "phone": "202-224-5054",
+    "role_type": "senator",
+    "role_type_label": "Senator",
+    "senator_class": "class2",
+    "senator_class_label": "Class 2",
+    "senator_rank": "junior",
+    "senator_rank_label": "Junior",
+    "startdate": "2018-04-09",
+    "state": "MS",
+    "title": "Sen.",
+    "title_long": "Senator",
+    "website": "https://www.hydesmith.senate.gov"
+},
+{
+    "caucus": null,
+    "congress_numbers": [
+        115,
+        116
+    ],
+    "current": true,
+    "description": "Junior Senator for Arizona",
+    "district": null,
+    "enddate": "2020-11-03",
+    "extra": {
+        "address": "G12 Dirksen Senate Office Building Washington DC 20510",
+        "contact_form": "https://www.kyl.senate.gov/content/contact-senator-kyl",
+        "end-type": "special-election",
+        "fax": "202-228-2862",
+        "how": "appointment",
+        "office": "G12 Dirksen Senate Office Building"
+    },
+    "leadership_title": null,
+    "party": "Republican",
+    "person": {
+        "bioguideid": "K000352",
+        "birthday": "1942-04-25",
+        "cspanid": null,
+        "firstname": "Jon",
+        "gender": "male",
+        "gender_label": "Male",
+        "lastname": "Kyl",
+        "link": "https://www.govtrack.us/congress/members/jon_kyl/300062",
+        "middlename": "",
+        "name": "Sen. Jon Kyl [R-AZ]",
+        "namemod": "",
+        "nickname": "",
+        "osid": "N00006406",
+        "pvsid": "26721",
+        "sortname": "Kyl, Jon (Sen.) [R-AZ]",
+        "twitterid": null,
+        "youtubeid": null
+    },
+    "phone": "202-224-2235",
+    "role_type": "senator",
+    "role_type_label": "Senator",
+    "senator_class": "class3",
+    "senator_class_label": "Class 3",
+    "senator_rank": "junior",
+    "senator_rank_label": "Junior",
+    "startdate": "2018-09-05",
+    "state": "AZ",
+    "title": "Sen.",
+    "title_long": "Senator",
+    "website": "https://www.kyl.senate.gov"
+},
+{
+    "caucus": null,
+    "congress_numbers": [
+        115,
+        116
+    ],
+    "current": true,
+    "description": "Junior Senator for Minnesota",
+    "district": null,
+    "enddate": "2021-01-03",
+    "extra": {
+        "address": "309 Hart Senate Office Building Washington DC 20510",
+        "contact_form": "https://www.smith.senate.gov/content/contact-senator",
+        "office": "309 Hart Senate Office Building"
+    },
+    "leadership_title": null,
+    "party": "Democrat",
+    "person": {
+        "bioguideid": "S001203",
+        "birthday": "1958-03-04",
+        "cspanid": 111313,
+        "firstname": "Tina",
+        "gender": "female",
+        "gender_label": "Female",
+        "lastname": "Smith",
+        "link": "https://www.govtrack.us/congress/members/tina_smith/412742",
+        "middlename": "Flint",
+        "name": "Sen. Tina Smith [D-MN]",
+        "namemod": "",
+        "nickname": "",
+        "osid": "N00042353",
+        "pvsid": "152968",
+        "sortname": "Smith, Tina (Sen.) [D-MN]",
+        "twitterid": "SenTinaSmith",
+        "youtubeid": null
+    },
+    "phone": "202-224-5641",
+    "role_type": "senator",
+    "role_type_label": "Senator",
+    "senator_class": "class2",
+    "senator_class_label": "Class 2",
+    "senator_rank": "junior",
+    "senator_rank_label": "Junior",
+    "startdate": "2018-11-07",
+    "state": "MN",
+    "title": "Sen.",
+    "title_long": "Senator",
+    "website": "https://www.smith.senate.gov"
+}

sample/select_object.go

@@ -0,0 +1,203 @@
+package sample
+
+import (
+	"fmt"
+	"io/ioutil"
+	
+	"github.com/aliyun/aliyun-oss-go-sdk/oss"
+)
+
+// SelectObjectSample shows how to get data from csv/json object by sql
+func SelectObjectSample() {
+	// Create a bucket
+	bucket, err := GetTestBucket(bucketName)
+	if err != nil {
+		HandleError(err)
+	}
+
+	//
+	// Create a Csv object
+	//
+	err = bucket.PutObjectFromFile(objectKey, localCsvFile)
+	if err != nil {
+		HandleError(err)
+	}
+
+	// Create Csv Meta
+	csvMeta := oss.CsvMetaRequest{}
+	ret, err := bucket.CreateSelectCsvObjectMeta(objectKey, csvMeta)
+	if err != nil {
+		HandleError(err)
+	}
+	fmt.Println("csv file meta:", ret)
+
+	// case 1: Isn't NULL
+	selReq := oss.SelectRequest{}
+	selReq.Expression = "select Year, StateAbbr, CityName, PopulationCount from ossobject where CityName != ''"
+	selReq.InputSerializationSelect.CsvBodyInput.FileHeaderInfo = "Use"
+
+	body, err := bucket.SelectObject(objectKey, selReq)
+	if err != nil {
+		HandleError(err)
+	}
+	defer body.Close()
+
+	databyte, err := ioutil.ReadAll(body)
+	if err != nil {
+		HandleError(err)
+	}
+	fmt.Println("some data in SelectCSVObject result:", string(databyte[:9]))
+
+	// case 2: Like
+	selReq = oss.SelectRequest{}
+	selReq.Expression =  "select Year, StateAbbr, CityName, Short_Question_Text from ossobject where Measure like '%blood pressure%Years'"
+	selReq.InputSerializationSelect.CsvBodyInput.FileHeaderInfo = "Use"
+	body, err = bucket.SelectObject(objectKey, selReq)
+	if err != nil {
+		HandleError(err)
+	}
+	defer body.Close()
+
+	databyte, err = ioutil.ReadAll(body)
+	if err != nil {
+		HandleError(err)
+	}
+	fmt.Println("some data in SelectCSVObject result:", string(databyte[:9]))
+
+	// delete object
+	err = bucket.DeleteObject(objectKey)
+	if err != nil {
+		HandleError(err)
+	}
+
+	//
+	// Create a LINES json object
+	//
+	err = bucket.PutObjectFromFile(objectKey, localJSONLinesFile)
+	if err != nil {
+		HandleError(err)
+	}
+
+	// Create LINES JSON Meta
+	jsonMeta := oss.JsonMetaRequest{
+		InputSerialization: oss.InputSerialization {
+			JSON: oss.JSON {
+				JSONType:"LINES",
+			},
+		},
+	}
+	restSt, err := bucket.CreateSelectJsonObjectMeta(objectKey, jsonMeta)
+	if err != nil {
+		HandleError(err)
+	}
+	fmt.Println("csv json meta:", restSt)
+
+	// case 1: sql where A=B
+	selReq = oss.SelectRequest{}
+	selReq.Expression = "select * from ossobject where party = 'Democrat'"
+	selReq.OutputSerializationSelect.JsonBodyOutput.RecordDelimiter = ","
+	selReq.InputSerializationSelect.JsonBodyInput.JSONType = "LINES"
+
+	body, err = bucket.SelectObject(objectKey, selReq)
+	if err != nil {
+		HandleError(err)
+	}
+	defer body.Close()
+
+	databyte, err = ioutil.ReadAll(body)
+	if err != nil {
+		HandleError(err)
+	}
+	fmt.Println("some data in SelectJsonObject result:", string(databyte[:9]))
+
+	// case 2: LIKE
+	selReq = oss.SelectRequest{}
+	selReq.Expression = "select person.firstname, person.lastname from ossobject where person.birthday like '1959%'"
+	selReq.OutputSerializationSelect.JsonBodyOutput.RecordDelimiter = ","
+	selReq.InputSerializationSelect.JsonBodyInput.JSONType = "LINES"
+
+	body, err = bucket.SelectObject(objectKey, selReq)
+	if err != nil {
+		HandleError(err)
+	}
+	defer body.Close()
+
+	databyte, err = ioutil.ReadAll(body)
+	if err != nil {
+		HandleError(err)
+	}
+	fmt.Println("some data in SelectJsonObject result:", string(databyte[:9]))
+
+	// delete object
+	err = bucket.DeleteObject(objectKey)
+	if err != nil {
+		HandleError(err)
+	}
+
+	//
+	// Create a Document json object
+	//
+	err = bucket.PutObjectFromFile(objectKey, localJSONFile)
+	if err != nil {
+		HandleError(err)
+	}
+
+	// case 1: int avg, max, min 
+	selReq = oss.SelectRequest{}
+	selReq.Expression = `
+	select 
+		avg(cast(person.cspanid as int)), max(cast(person.cspanid as int)), 
+		min(cast(person.cspanid as int)) 
+	from 
+		ossobject.objects[*] 
+	where 
+		person.cspanid = 1011723
+	`
+	selReq.OutputSerializationSelect.JsonBodyOutput.RecordDelimiter = ","
+	selReq.InputSerializationSelect.JsonBodyInput.JSONType = "Document"
+	
+	body, err = bucket.SelectObject(objectKey, selReq)
+	if err != nil {
+		HandleError(err)
+	}
+	defer body.Close()
+
+	databyte, err = ioutil.ReadAll(body)
+	if err != nil {
+		HandleError(err)
+	}
+	fmt.Println("data:", string(databyte))
+
+	// case 2: Concat
+	selReq = oss.SelectRequest{}
+	selReq.Expression = `
+	select 
+		person 
+	from 
+		ossobject.objects[*] 
+	where 
+		(person.firstname || person.lastname) = 'JohnKennedy'
+	`
+	selReq.OutputSerializationSelect.JsonBodyOutput.RecordDelimiter = ","
+	selReq.InputSerializationSelect.JsonBodyInput.JSONType = "Document"
+	
+	body, err = bucket.SelectObject(objectKey, selReq)
+	if err != nil {
+		HandleError(err)
+	}
+	defer body.Close()
+
+	databyte, err = ioutil.ReadAll(body)
+	if err != nil {
+		HandleError(err)
+	}
+	fmt.Println("some data in SelectJsonObject result:", string(databyte[:9]))
+	
+	// Delete the object and bucket
+	err = DeleteTestBucketAndObject(bucketName)
+	if err != nil {
+		HandleError(err)
+	}
+
+	fmt.Println("SelectObjectSample completed")
+}