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Implement select feature #772
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,77 @@ | ||
| # -*- coding: utf-8 -*- | ||
| # MinIO Python Library for Amazon S3 Compatible Cloud Storage, (C) | ||
| # 2019 MinIO, Inc. | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # http://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
|
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||
|
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||
| from minio import Minio | ||
| from minio.error import ResponseError | ||
| from minio.select_object_reader import CRCValidationError | ||
| from minio.select_object_options import (SelectObjectOptions, CSVInput, | ||
| JSONInput, RequestProgress, | ||
| ParquetInput, InputSerialization, | ||
| OutputSerialization, CSVOutput, | ||
| JsonOutput) | ||
|
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||
| client = Minio('s3.amazonaws.com', | ||
| access_key='YOUR-ACCESSKEY', | ||
| secret_key='YOUR-SECRETKEY') | ||
|
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| options = SelectObjectOptions( | ||
| expression="select * from s3object", | ||
| input_serialization=InputSerialization( | ||
| compression_type="NONE", | ||
| csv=CSVInput(FileHeaderInfo="USE", | ||
| RecordDelimiter="\n", | ||
| FieldDelimiter=",", | ||
| QuoteCharacter='"', | ||
| QuoteEscapeCharacter='"', | ||
| Comments="#", | ||
| AllowQuotedRecordDelimiter="FALSE", | ||
| ), | ||
| # If input is JSON | ||
| # json=JSONInput(Type="DOCUMENT",) | ||
| ), | ||
|
|
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| output_serialization=OutputSerialization( | ||
| csv=CSVOutput(QuoteFields="ASNEEDED", | ||
| RecordDelimiter="\n", | ||
| FieldDelimiter=",", | ||
| QuoteCharacter='"', | ||
| QuoteEscapeCharacter='"',) | ||
|
|
||
| # json = JsonOutput( | ||
| # RecordDelimiter="\n", | ||
| # ) | ||
| ), | ||
| request_progress=RequestProgress( | ||
| enabled="False" | ||
| ) | ||
| ) | ||
|
|
||
| try: | ||
| data = client.select_object_content('your-bucket', 'your-object', options) | ||
|
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| # Get the records | ||
| with open('my-record-file', 'w') as record_data: | ||
| for d in data.stream(10*1024): | ||
| record_data.write(d) | ||
|
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| # Get the stats | ||
| print(data.stats()) | ||
|
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| except CRCValidationError as err: | ||
| print(err) | ||
| except ResponseError as err: | ||
| print(err) |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,121 @@ | ||
| # -*- coding: utf-8 -*- | ||
| # MinIO Python Library for Amazon S3 Compatible Cloud Storage, (C) | ||
| # 2019 MinIO, Inc. | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # http://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
|
|
||
| """ | ||
|
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| This module creates the request for Select | ||
|
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| :copyright: (c) 2019 by MinIO, Inc. | ||
| :license: Apache 2.0, see LICENSE for more details. | ||
|
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| """ | ||
| from .helpers import (SQL) | ||
|
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|
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| class CSVInput: | ||
| """ | ||
| CSVInput: Input Format as CSV. | ||
| """ | ||
| def __init__(self, FileHeaderInfo=None, RecordDelimiter="\n", | ||
| FieldDelimiter=",", QuoteCharacter='"', | ||
| QuoteEscapeCharacter='"', Comments="#", | ||
| AllowQuotedRecordDelimiter=False): | ||
| self.FileHeaderInfo = FileHeaderInfo | ||
| self.RecordDelimiter = RecordDelimiter | ||
| self.FieldDelimiter = FieldDelimiter | ||
| self.QuoteCharacter = QuoteCharacter | ||
| self.QuoteEscapeCharacter = QuoteEscapeCharacter | ||
| self.Comments = Comments | ||
| self.AllowQuotedRecordDelimiter = AllowQuotedRecordDelimiter | ||
|
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|
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| class JSONInput: | ||
| """ | ||
| JSONInput: Input format as JSON. | ||
| """ | ||
| def __init__(self, Type=None): | ||
| self.Type = Type | ||
|
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|
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| class ParquetInput: | ||
| """ | ||
| ParquetInput: Input format as Parquet | ||
| """ | ||
|
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|
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| class InputSerialization: | ||
| """ | ||
| InputSerialization: nput Format. | ||
| """ | ||
| def __init__(self, compression_type="NONE", csv=None, json=None, par=None): | ||
| self.compression_type = compression_type | ||
| self.csv_input = csv | ||
| self.json_input = json | ||
| self.parquet_input = par | ||
|
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|
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| class CSVOutput: | ||
| """ | ||
| CSVOutput: Output as CSV. | ||
|
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| """ | ||
| def __init__(self, QuoteFields="ASNEEDED", RecordDelimiter="\n", | ||
| FieldDelimiter=",", QuoteCharacter='"', | ||
| QuoteEscapeCharacter='"'): | ||
| self.QuoteFields = QuoteFields | ||
| self.RecordDelimiter = RecordDelimiter | ||
| self.FieldDelimiter = FieldDelimiter | ||
| self.QuoteCharacter = QuoteCharacter | ||
| self.QuoteEscapeCharacter = QuoteEscapeCharacter | ||
|
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||
|
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| class JsonOutput: | ||
| """ | ||
| JsonOutput- Output as JSON. | ||
| """ | ||
| def __init__(self, RecordDelimiter="\n"): | ||
| self.RecordDelimiter = RecordDelimiter | ||
|
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|
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| class OutputSerialization: | ||
| """ | ||
| OutputSerialization: Output Format. | ||
| """ | ||
| def __init__(self, csv=None, json=None): | ||
| self.csv_output = csv | ||
| self.json_output = json | ||
|
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|
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| class RequestProgress: | ||
| """ | ||
| RequestProgress: Sends progress message. | ||
| """ | ||
| def __init__(self, enabled=False): | ||
| self.enabled = enabled | ||
|
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|
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| class SelectObjectOptions: | ||
| """ | ||
| SelectObjectOptions: Options for select object | ||
| """ | ||
| expression_type = SQL | ||
|
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| def __init__(self, expression, input_serialization, | ||
| output_serialization, request_progress): | ||
| self.expression = expression | ||
| self.in_ser = input_serialization | ||
| self.out_ser = output_serialization | ||
| self.req_progress = request_progress |
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