mirror of https://github.com/minio/minio.git
Add select docs and fix return values for Select API (#6300)
This commit is contained in:
parent
3de5a3157f
commit
5a4a57700b
|
@ -161,19 +161,22 @@ func (api objectAPIHandlers) SelectObjectContentHandler(w http.ResponseWriter, r
|
|||
writeErrorResponse(w, ErrInvalidExpressionType, r.URL)
|
||||
return
|
||||
}
|
||||
if len(selectReq.Expression) >= (256 * 1000) {
|
||||
if len(selectReq.Expression) >= s3select.MaxExpressionLength {
|
||||
writeErrorResponse(w, ErrExpressionTooLong, r.URL)
|
||||
return
|
||||
}
|
||||
if selectReq.InputSerialization.CSV.FileHeaderInfo != CSVFileHeaderInfoUse &&
|
||||
selectReq.InputSerialization.CSV.FileHeaderInfo != CSVFileHeaderInfoNone &&
|
||||
selectReq.InputSerialization.CSV.FileHeaderInfo != CSVFileHeaderInfoIgnore &&
|
||||
selectReq.InputSerialization.CSV.FileHeaderInfo != "" {
|
||||
writeErrorResponse(w, ErrInvalidFileHeaderInfo, r.URL)
|
||||
return
|
||||
}
|
||||
if selectReq.OutputSerialization.CSV.QuoteFields != CSVQuoteFieldsAlways &&
|
||||
selectReq.OutputSerialization.CSV.QuoteFields != CSVQuoteFieldsAsNeeded &&
|
||||
selectReq.OutputSerialization.CSV.QuoteFields != "" {
|
||||
writeErrorResponse(w, ErrInvalidQuoteFields, r.URL)
|
||||
return
|
||||
}
|
||||
|
||||
getObject := objectAPI.GetObject
|
||||
|
@ -205,8 +208,7 @@ func (api objectAPIHandlers) SelectObjectContentHandler(w http.ResponseWriter, r
|
|||
}
|
||||
go func() {
|
||||
defer reader.Close()
|
||||
if gerr := getObject(ctx, bucket, object, 0, objInfo.Size, writer,
|
||||
objInfo.ETag); gerr != nil {
|
||||
if gerr := getObject(ctx, bucket, object, 0, objInfo.Size, writer, objInfo.ETag); gerr != nil {
|
||||
pipewriter.CloseWithError(gerr)
|
||||
return
|
||||
}
|
||||
|
@ -243,10 +245,9 @@ func (api objectAPIHandlers) SelectObjectContentHandler(w http.ResponseWriter, r
|
|||
writeErrorResponse(w, toAPIErrorCode(err), r.URL)
|
||||
return
|
||||
}
|
||||
if err := s3s.Execute(w); err != nil {
|
||||
if err = s3s.Execute(w); err != nil {
|
||||
logger.LogIf(ctx, err)
|
||||
}
|
||||
return
|
||||
}
|
||||
}
|
||||
|
||||
|
|
|
@ -0,0 +1,89 @@
|
|||
# Select API Quickstart Guide [![Slack](https://slack.minio.io/slack?type=svg)](https://slack.minio.io)
|
||||
Traditional retrieval of objects is always as whole entities, i.e GetObject for a 5 GiB object, will always return 5 GiB of data. S3 Select API allows us to retrieve a subset of data by using simple SQL expressions. By using Select API to retrieve only the data needed by the application, drastic performance improvements can be achieved.
|
||||
|
||||
> This implementation is compatible with AWS S3 Select API
|
||||
|
||||
## 1. Prerequisites
|
||||
- Install Minio Server from [here](http://docs.minio.io/docs/minio-quickstart-guide).
|
||||
- Familiarity with AWS S3 API
|
||||
- Familiarity with Python and installing dependencies.
|
||||
|
||||
## 2. Install boto3
|
||||
Install `aws-sdk-python` from AWS SDK for Python official docs [here](https://aws.amazon.com/sdk-for-python/)
|
||||
|
||||
## 3. Example
|
||||
As an example, let us take a gzip compressed CSV file. Without S3 Select, we would need to download, decompress and process the entire CSV to get the data you needed. With Select API, can use a simple SQL expression to return only the data from the CSV you’re interested in, instead of retrieving the entire object. Following Python example shows how to retrieve the first column `Location` from an object containing data in CSV format.
|
||||
|
||||
Please replace ``endpoint_url``,``aws_access_key_id``, ``aws_secret_access_key``, ``Bucket`` and ``Key`` with your local setup in this ``select.py`` file.
|
||||
|
||||
```py
|
||||
#!/usr/bin/env/env python3
|
||||
import boto3
|
||||
|
||||
s3 = boto3.client('s3',
|
||||
endpoint_url='http://localhost:9000',
|
||||
aws_access_key_id='minio',
|
||||
aws_secret_access_key='minio123',
|
||||
region_name='us-east-1')
|
||||
|
||||
r = s3.select_object_content(
|
||||
Bucket='mycsvbucket',
|
||||
Key='sampledata/TotalPopulation.csv.gz',
|
||||
ExpressionType='SQL',
|
||||
Expression="select * from s3object s where s.Location like '%United States%'",
|
||||
InputSerialization={
|
||||
'CSV': {
|
||||
"FileHeaderInfo": "USE",
|
||||
},
|
||||
'CompressionType': 'GZIP',
|
||||
},
|
||||
OutputSerialization={'CSV': {}},
|
||||
)
|
||||
|
||||
for event in r['Payload']:
|
||||
if 'Records' in event:
|
||||
records = event['Records']['Payload'].decode('utf-8')
|
||||
print(records)
|
||||
elif 'Stats' in event:
|
||||
statsDetails = event['Stats']['Details']
|
||||
print("Stats details bytesScanned: ")
|
||||
print(statsDetails['BytesScanned'])
|
||||
print("Stats details bytesProcessed: ")
|
||||
print(statsDetails['BytesProcessed'])
|
||||
```
|
||||
|
||||
## 4. Run the Program
|
||||
Upload first a sample dataset downloaded from [TotalPopulation.csv](https://esa.un.org/unpd/wpp/DVD/Files/1_Indicators%20(Standard)/CSV_FILES/WPP2017_TotalPopulationBySex.csv) using the following commands.
|
||||
```sh
|
||||
$ curl "https://esa.un.org/unpd/wpp/DVD/Files/1_Indicators%20(Standard)/CSV_FILES/WPP2017_TotalPopulationBySex.csv" > TotalPopulation.csv
|
||||
$ mc mb myminio/mycsvbucket
|
||||
$ gzip TotalPopulation.csv
|
||||
$ mc cp TotalPopulation.csv.gz myminio/mycsvbucket/sampledata/
|
||||
```
|
||||
|
||||
Now let us proceed to run our select example to query for `Location` which matches `United States`.
|
||||
```sh
|
||||
$ python3 select.py
|
||||
840,United States of America,2,Medium,1950,1950.5,79233.218,79571.179,158804.395
|
||||
|
||||
840,United States of America,2,Medium,1951,1951.5,80178.933,80726.116,160905.035
|
||||
|
||||
840,United States of America,2,Medium,1952,1952.5,81305.206,82019.632,163324.851
|
||||
|
||||
840,United States of America,2,Medium,1953,1953.5,82565.875,83422.307,165988.190
|
||||
....
|
||||
....
|
||||
....
|
||||
|
||||
Stats details bytesScanned:
|
||||
6758866
|
||||
Stats details bytesProcessed:
|
||||
25786743
|
||||
```
|
||||
|
||||
## 5. Explore Further
|
||||
- [Use `mc` with Minio Server](https://docs.minio.io/docs/minio-client-quickstart-guide)
|
||||
- [Use `minio-go` SDK with Minio Server](https://docs.minio.io/docs/golang-client-quickstart-guide)
|
||||
- [Use `aws-cli` with Minio Server](https://docs.minio.io/docs/aws-cli-with-minio)
|
||||
- [Use `s3cmd` with Minio Server](https://docs.minio.io/docs/s3cmd-with-minio)
|
||||
- [The Minio documentation website](https://docs.minio.io)
|
|
@ -0,0 +1,33 @@
|
|||
#!/usr/bin/env/env python3
|
||||
import boto3
|
||||
|
||||
s3 = boto3.client('s3',
|
||||
endpoint_url='http://localhost:9000',
|
||||
aws_access_key_id='minio',
|
||||
aws_secret_access_key='minio123',
|
||||
region_name='us-east-1')
|
||||
|
||||
r = s3.select_object_content(
|
||||
Bucket='mycsvbucket',
|
||||
Key='sampledata/TotalPopulation.csv.gz',
|
||||
ExpressionType='SQL',
|
||||
Expression="select * from s3object s where s.Location like '%United States%'",
|
||||
InputSerialization={
|
||||
'CSV': {
|
||||
"FileHeaderInfo": "USE",
|
||||
},
|
||||
'CompressionType': 'GZIP',
|
||||
},
|
||||
OutputSerialization={'CSV': {}},
|
||||
)
|
||||
|
||||
for event in r['Payload']:
|
||||
if 'Records' in event:
|
||||
records = event['Records']['Payload'].decode('utf-8')
|
||||
print(records)
|
||||
elif 'Stats' in event:
|
||||
statsDetails = event['Stats']['Details']
|
||||
print("Stats details bytesScanned: ")
|
||||
print(statsDetails['BytesScanned'])
|
||||
print("Stats details bytesProcessed: ")
|
||||
print(statsDetails['BytesProcessed'])
|
|
@ -25,6 +25,9 @@ import (
|
|||
"github.com/xwb1989/sqlparser"
|
||||
)
|
||||
|
||||
// MaxExpressionLength - 256KiB
|
||||
const MaxExpressionLength = 256 * 1024
|
||||
|
||||
// This function processes size so that we can calculate bytes BytesProcessed.
|
||||
func processSize(myrecord []string) int64 {
|
||||
if len(myrecord) > 0 {
|
||||
|
|
Loading…
Reference in New Issue