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417 lines (342 loc) · 12.6 KB
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# -*- coding: utf-8 -*-
# MinIO Python Library for Amazon S3 Compatible Cloud Storage, (C)
# 2020 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.
"""Request/response of SelectObjectContent API."""
from __future__ import absolute_import
from abc import ABC, abstractmethod
from binascii import crc32
from dataclasses import dataclass
from io import BytesIO
from typing import Optional
from xml.etree import ElementTree as ET
from .error import MinioException
from .xml import Element, SubElement, findtext
COMPRESSION_TYPE_NONE = "NONE"
COMPRESSION_TYPE_GZIP = "GZIP"
COMPRESSION_TYPE_BZIP2 = "BZIP2"
FILE_HEADER_INFO_USE = "USE"
FILE_HEADER_INFO_IGNORE = "IGNORE"
FILE_HEADER_INFO_NONE = "NONE"
JSON_TYPE_DOCUMENT = "DOCUMENT"
JSON_TYPE_LINES = "LINES"
QUOTE_FIELDS_ALWAYS = "ALWAYS"
QUOTE_FIELDS_ASNEEDED = "ASNEEDED"
@dataclass(frozen=True)
class InputSerialization(ABC):
"""Input serialization."""
compression_type: Optional[str] = None
def __post_init__(self):
if (
self.compression_type is not None and
self.compression_type not in [
COMPRESSION_TYPE_NONE,
COMPRESSION_TYPE_GZIP,
COMPRESSION_TYPE_BZIP2,
]
):
raise ValueError(
f"compression type must be {COMPRESSION_TYPE_NONE}, "
f"{COMPRESSION_TYPE_GZIP} or {COMPRESSION_TYPE_BZIP2}"
)
def toxml(self, element):
"""Convert to XML."""
if self.compression_type is not None:
SubElement(element, "CompressionType", self.compression_type)
return element
@dataclass(frozen=True)
class CSVInputSerialization(InputSerialization):
"""CSV input serialization."""
allow_quoted_record_delimiter = None
comments = None
field_delimiter = None
file_header_info = None
quote_character = None
quote_escape_character = None
record_delimiter = None
def __post_init__(self):
if (
self.file_header_info is not None and
self.file_header_info not in [
FILE_HEADER_INFO_USE,
FILE_HEADER_INFO_IGNORE,
FILE_HEADER_INFO_NONE,
]
):
raise ValueError(
f"file header info must be {FILE_HEADER_INFO_USE}, "
f"{FILE_HEADER_INFO_IGNORE} or {FILE_HEADER_INFO_NONE}"
)
def toxml(self, element):
"""Convert to XML."""
super().toxml(element)
element = SubElement(element, "CSV")
if self.allow_quoted_record_delimiter is not None:
SubElement(
element,
"AllowQuotedRecordDelimiter",
self.allow_quoted_record_delimiter,
)
if self.comments is not None:
SubElement(element, "Comments", self.comments)
if self.field_delimiter is not None:
SubElement(element, "FieldDelimiter", self.field_delimiter)
if self.file_header_info is not None:
SubElement(element, "FileHeaderInfo", self.file_header_info)
if self.quote_character is not None:
SubElement(element, "QuoteCharacter", self.quote_character)
if self.quote_escape_character is not None:
SubElement(
element,
"QuoteEscapeCharacter",
self.quote_escape_character,
)
if self.record_delimiter is not None:
SubElement(element, "RecordDelimiter", self.record_delimiter)
@dataclass(frozen=True)
class JSONInputSerialization(InputSerialization):
"""JSON input serialization."""
json_type = None
def __post_init__(self):
if (
self.json_type is not None and
self.json_type not in [JSON_TYPE_DOCUMENT, JSON_TYPE_LINES]
):
raise ValueError(
f"json type must be {JSON_TYPE_DOCUMENT} or {JSON_TYPE_LINES}"
)
def toxml(self, element):
"""Convert to XML."""
super().toxml(element)
element = SubElement(element, "JSON")
if self.json_type is not None:
SubElement(element, "Type", self.json_type)
@dataclass(frozen=True)
class ParquetInputSerialization(InputSerialization):
"""Parquet input serialization."""
def toxml(self, element):
"""Convert to XML."""
super().toxml(element)
return SubElement(element, "Parquet")
@dataclass(frozen=True)
class OutputSerialization(ABC):
"""Output serialization."""
@abstractmethod
def toxml(self, element):
"""Convert to XML."""
@dataclass(frozen=True)
class CSVOutputSerialization(OutputSerialization):
"""CSV output serialization."""
field_delimiter = None
quote_character = None
quote_escape_character = None
quote_fields = None
record_delimiter = None
def __post_init__(self):
if (
s
8000
elf.quote_fields is not None and
self.quote_fields not in [
QUOTE_FIELDS_ALWAYS, QUOTE_FIELDS_ASNEEDED,
]
):
raise ValueError(
f"quote fields must be {QUOTE_FIELDS_ALWAYS} or "
f"{QUOTE_FIELDS_ASNEEDED}"
)
def toxml(self, element):
"""Convert to XML."""
element = SubElement(element, "CSV")
if self.field_delimiter is not None:
SubElement(element, "FieldDelimiter", self.field_delimiter)
if self.quote_character is not None:
SubElement(element, "QuoteCharacter", self.quote_character)
if self.quote_escape_character is not None:
SubElement(
element,
"QuoteEscapeCharacter",
self.quote_escape_character,
)
if self.quote_fields is not None:
SubElement(element, "QuoteFields", self.quote_fields)
if self.record_delimiter is not None:
SubElement(element, "RecordDelimiter", self.record_delimiter)
@dataclass(frozen=True)
class JSONOutputSerialization(OutputSerialization):
"""JSON output serialization."""
record_delimiter = None
def toxml(self, element):
"""Convert to XML."""
element = SubElement(element, "JSON")
if self.record_delimiter is not None:
SubElement(element, "RecordDelimiter", self.record_delimiter)
@dataclass(frozen=True)
class SelectRequest:
"""Select object content request."""
expression: str
input_serialization: InputSerialization
output_serialization: OutputSerialization
request_progress: bool = False
scan_start_range: Optional[int] = None
scan_end_range: Optional[int] = None
def toxml(self, element):
"""Convert to XML."""
element = Element("SelectObjectContentRequest")
SubElement(element, "Expression", self.expression)
SubElement(element, "ExpressionType", "SQL")
self.input_serialization.toxml(
SubElement(element, "InputSerialization"),
)
self.output_serialization.toxml(
SubElement(element, "OutputSerialization"),
)
if self.request_progress:
SubElement(
SubElement(element, "RequestProgress"), "Enabled", "true",
)
if self.scan_start_range or self.scan_end_range:
tag = SubElement(element, "ScanRange")
if self.scan_start_range:
SubElement(tag, "Start", self.scan_start_range)
if self.scan_end_range:
SubElement(tag, "End", self.scan_end_range)
return element
def _read(reader, size):
"""Wrapper to RawIOBase.read() to error out on short reads."""
data = reader.read(size)
if len(data) != size:
raise IOError("insufficient data")
return data
def _int(data):
"""Convert byte data to big-endian int."""
return int.from_bytes(data, byteorder="big")
def _crc32(data):
"""Wrapper to binascii.crc32()."""
return crc32(data) & 0xffffffff
def _decode_header(data):
"""Decode header data."""
reader = BytesIO(data)
headers = {}
while True:
length = reader.read(1)
if not length:
break
name = _read(reader, _int(length))
if _int(_read(reader, 1)) != 7:
raise IOError("header value type is not 7")
value = _read(reader, _int(_read(reader, 2)))
headers[name.decode()] = value.decode()
return headers
@dataclass(frozen=True)
class Stats:
"""Progress/Stats information."""
bytes_scanned: Optional[str] = None
bytes_processed: Optional[str] = None
bytes_returned: Optional[str] = None
def __init__(self, data):
element = ET.fromstring(data.decode())
object.__setattr__(
self,
"bytes_scanned",
findtext(element, "BytesScanned"),
)
object.__setattr__(
self,
"bytes_processed",
findtext(element, "BytesProcessed"),
)
object.__setattr__(
self,
"bytes_returned",
findtext(element, "BytesReturned"),
)
class SelectObjectReader:
"""
BufferedIOBase compatible reader represents response data of
Minio.select_object_content() API.
"""
def __init__(self, response):
self._response = response
self._stats = None
self._payload = None
def __enter__(self):
return self
def __exit__(self, exc_type, exc_value, exc_traceback):
return self.close()
def readable(self): # pylint: disable=no-self-use
"""Return this is readable."""
return True
def writeable(self): # pylint: disable=no-self-use
"""Return this is not writeable."""
return False
def close(self):
"""Close response and release network resources."""
self._response.close()
self._response.release_conn()
def stats(self):
"""Get stats information."""
return self._stats
def _read(self):
"""Read and decode response."""
if self._response.isclosed():
return 0
prelude = _read(self._response, 8)
prelude_crc = _read(self._response, 4)
if _crc32(prelude) != _int(prelude_crc):
raise IOError(
f"prelude CRC mismatch; expected: {_crc32(prelude)}, "
f"got: {_int(prelude_crc)}"
)
total_length = _int(prelude[:4])
data = _read(self._response, total_length - 8 - 4 - 4)
message_crc = _int(_read(self._response, 4))
if _crc32(prelude + prelude_crc + data) != message_crc:
raise IOError(
f"message CRC mismatch; "
f"expected: {_crc32(prelude + prelude_crc + data)}, "
f"got: {message_crc}"
)
header_length = _int(prelude[4:])
headers = _decode_header(data[:header_length])
if headers.get(":message-type") == "error":
raise MinioException(
f"{headers.get(':error-code')}: "
f"{headers.get(':error-message')}"
)
if headers.get(":event-type") == "End":
return 0
payload_length = total_length - header_length - 16
if headers.get(":event-type") == "Cont" or payload_length < 1:
return self._read()
payload = data[header_length:header_length+payload_length]
if headers.get(":event-type") in ["Progress", "Stats"]:
self._stats = Stats(payload)
return self._read()
if headers.get(":event-type") == "Records":
self._payload = payload
return len(payload)
raise MinioException(
f"unknown event-type {headers.get(':event-type')}",
)
def stream(self, num_bytes=32*1024):
"""
Stream extracted payload from response data. Upon completion, caller
should call self.close() to release network resources.
"""
while self._read() > 0:
while self._payload:
result = self._payload
if num_bytes < len(self._payload):
result = self._payload[:num_bytes]
self._payload = self._payload[len(result):]
yield result