Oss select

examples/select_csv.py

@@ -0,0 +1,54 @@
+# -*- coding: utf-8 -*-
+
+import os
+import oss2
+
+
+def select_call_back(consumed_bytes, total_bytes = None):
+    print('Consumed Bytes:' + str(consumed_bytes) + '\n')
+# 首先初始化AccessKeyId、AccessKeySecret、Endpoint等信息。
+# 通过环境变量获取，或者把诸如“<你的AccessKeyId>”替换成真实的AccessKeyId等。
+#
+# 以杭州区域为例，Endpoint可以是：
+#   http://oss-cn-hangzhou.aliyuncs.com
+#   https://oss-cn-hangzhou.aliyuncs.com
+# 分别以HTTP、HTTPS协议访问。
+access_key_id = os.getenv('OSS_TEST_ACCESS_KEY_ID', '<你的AccessKeyId>')
+access_key_secret = os.getenv('OSS_TEST_ACCESS_KEY_SECRET', '<你的AccessKeySecret>')
+bucket_name = os.getenv('OSS_TEST_BUCKET', '<你的Bucket>')
+endpoint = os.getenv('OSS_TEST_ENDPOINT', '<你的访问域名>')
+# 确认上面的参数都填写正确了
+for param in (access_key_id, access_key_secret, bucket_name, endpoint):
+    assert '<' not in param, '请设置参数：' + param
+
+
+# 创建Bucket对象，所有Object相关的接口都可以通过Bucket对象来进行
+bucket = oss2.Bucket(oss2.Auth(access_key_id, access_key_secret), endpoint, bucket_name)
+#objects = bucket.list_objects()
+key = 'python_select.csv'
+content = 'Tom Hanks,USA,45\r\n'*1024
+filename = 'python_select.csv'
+
+# 上传文件
+bucket.put_object(key, content)
+
+csv_meta_params = {'CsvHeaderInfo': 'None',
+                'RecordDelimiter': '\r\n'}
+
+select_csv_params = {'CsvHeaderInfo': 'None',
+                'RecordDelimiter': '\r\n',
+                'LineRange': (500, 1000)}
+
+csv_header = bucket.create_select_object_meta(key, csv_meta_params)
+print(csv_header.csv_rows)
+print(csv_header.csv_splits)
+
+result = bucket.select_object(key, "select * from ossobject where _3 > 44 limit 100000", select_call_back, select_csv_params)
+content_got = b''
+for chunk in result:
+   content_got += chunk
+print(content_got)
+result = bucket.select_object_to_file(key, filename, 
+        "select * from ossobject where _3 > 44 limit 100000", select_call_back, select_csv_params)
+
+bucket.delete_object(key)

oss2/api.py

@@ -36,7 +36,6 @@
     - :class:`RequestError <oss2.exceptions.RequestError>` ：底层requests库抛出的异常，如DNS解析错误，超时等；
 当然，`Bucket.put_object_from_file` 和 `Bucket.get_object_to_file` 这类函数还会抛出文件相关的异常。
 
-
 .. _byte_range:
 
 指定下载范围
@@ -55,6 +54,32 @@
 后续的调用使用返回值中的 `next_marker` 、 `next_key_marker` 等。每次调用后检查返回值中的 `is_truncated` ，其值为 `False` 说明
 已经到了最后一页。
 
+.. _line_range:
+
+指定查询CSV文件范围
+------------
+诸如 :func:`select_object <Bucket.select_object>` 以及 :func:`select_object_to_file <Bucket.select_object_to_file>` 这样的函数的select_csv_params参数，可以接受
+`LineRange` 参数，表明读取CSV数据的范围。该参数是一个二元tuple：(start, last):
+    - LineRange 为 (0, 99) 表示读取前100行
+    - LineRange 为 (None, 99) 表示读取最后99行
+    - LineRange 为 (100, None) 表示读取第101行到文件结尾的部分（包含第101行）
+
+.. _split_range:
+
+指定查询CSV文件范围
+------------
+split可以认为是切分好的大小大致相等的csv行簇。每个Split大小大致相等，这样以便更好的做到负载均衡。
+诸如 :func:`select_object <Bucket.select_object>` 以及 :func:`select_object_to_file <Bucket.select_object_to_file>` 这样的函数的select_csv_params参数，可以接受
+`SplitRange` 参数，表明读取CSV数据的范围。该参数是一个二元tuple：(start, last):
+    - SplitRange 为 (0, 9) 表示读取前10个Split
+    - SplitRange 为 (None, 9) 表示读取最后9个split
+    - SplitRange 为 (10, None) 表示读取第11个split到文件结尾的部分（包含第11个Split）
+
+分页查询
+-------
+和get_csv_object_meta配合使用，有两种方法：
+    - 方法1：先获取文件总的行数(get_csv_object_meta返回)，然后把文件以line_range分成若干部分并行查询
+    - 方法2：先获取文件总的Split数(get_csv_object_meta返回), 然后把文件分成若干个请求，每个请求含有大致相等的Split
 
 .. _progress_callback:
 
@@ -108,6 +133,28 @@ def progress_callback(bytes_consumed, total_bytes):
     >>> d = oss2.iso8601_to_date('2015-12-05T00:00:00.000Z')  # 得到 datetime.date(2015, 12, 5)
     >>> date_str = oss2.date_to_iso8601(d)                    # 得到 '2015-12-05T00:00:00.000Z'
     >>> oss2.iso8601_to_unixtime(date_str)                    # 得到 1449273600
+
+.. _select_params:
+
+    指定OSS Select的CSV文件格式，支持如下Keys:
+    >>> CsvHeaderInfo: None|Use|Ignore   #None表示没有CSV Schema头，Use表示启用CSV Schema头，可以在Select语句中使用Name，Ignore表示有CSV Schema头，但忽略它（Select语句中不可以使用Name)
+                        默认值是None
+    >>> CommentCharacter: Comment字符,默认值是#,不支持多个字符
+    >>> RecordDelimiter: 行分隔符，默认是\n,最多支持两个字符分隔符（比如:\r\n)
+    >>> FieldDelimiter: 列分隔符，默认是逗号(,), 不支持多个字符
+    >>> QuoteCharacter: 列Quote字符，默认是双引号("),不支持多个字符。注意转义符合Quote字符相同。
+    >>> LineRange: 指定查询CSV文件的行范围，参见 `line_range`。
+    >>> SplitRange: 指定查询CSV文件的Split范围，参见 `split_range`.
+        注意LineRange和SplitRange两种不能同时指定。若同时指定LineRange会被忽略。
+
+.. _select_meta_params:
+
+    create_select_object_meta参数集合，支持如下Keys:
+    - RecordDelimiter: CSV换行符，最多支持两个字符
+    - FieldDelimiter: CSV列分隔符，最多支持一个字符
+    - QuoteCharacter: CSV转移Quote符，最多支持一个字符
+    - OverwriteIfExists: true|false. true表示重新获得csv meta，并覆盖原有的meta。一般情况下不需要使用
+
 """
 
 from . import xml_utils
@@ -468,6 +515,35 @@ def get_object(self, key,
         resp = self.__do_object('GET', key, headers=headers, params=params)
         return GetObjectResult(resp, progress_callback, self.enable_crc)
 
+    def select_object(self, key, sql,
+                   progress_callback=None,
+                   select_params=None
+                   ):
+        """Select一个CSV文件内容.
+
+        用法 ::
+
+            >>> result = bucket.select_object('access.log', 'select * from ossobject where _4 > 40')
+            >>> print(result.read())
+            'hello world'
+
+        :param key: 文件名
+        :param sql: sql statement
+        :param select_params: select参数集合。参见 :ref:`select_csv_params`
+
+        :param progress_callback: 用户指定的进度回调函数。参考 :ref:`progress_callback`
+        :return: file-like object
+
+        :raises: 如果文件不存在，则抛出 :class:`NoSuchKey <oss2.exceptions.NoSuchKey>` ；还可能抛出其他异常
+        """
+        headers = http.CaseInsensitiveDict()
+        body = xml_utils.to_select_object(sql, select_params)
+        params = {'x-oss-process':  'csv/select'}
+
+        self.timeout = 3600
+        resp = self.__do_object('POST', key, data=body, headers=headers, params=params)
+        return SelectObjectResult(resp, progress_callback, False)
+
     def get_object_to_file(self, key, filename,
                            byte_range=None,
                            headers=None,
@@ -503,6 +579,29 @@ def get_object_to_file(self, key, filename,
 
             return result
 
+    def select_object_to_file(self, key, filename, sql,
+                   progress_callback=None,
+                   select_params=None
+                   ):
+        """Select Content from OSS file to a local file
+
+        :param key: OSS key name
+        :param filename: local file name。The parent directory should exist
+
+        :param progress_callback: progress callback。参考 :ref:`progress_callback`
+        :param select_params: select参数集合。参见 :ref:`select_csv_params`
+
+        :return: If file does not exist, throw :class:`NoSuchKey <oss2.exceptions.NoSuchKey>`
+        """
+        with open(to_unicode(filename), 'wb') as f:
+            result = self.select_object(key, sql, progress_callback=progress_callback,
+                                     select_params=select_params)
+
+            for chunk in result:
+                f.write(chunk)
+
+            return result
+
     def head_object(self, key, headers=None):
         """获取文件元信息。
 
@@ -525,6 +624,40 @@ def head_object(self, key, headers=None):
         resp = self.__do_object('HEAD', key, headers=headers)
         return HeadObjectResult(resp)
 
+    def create_select_object_meta(self, key, select_meta_params=None):
+        """获取或创建CSV文件元信息。如果元信息存在，返回之；不然则创建后返回之
+
+        HTTP响应的头部包含了文件元信息，可以通过 `RequestResult` 的 `headers` 成员获得。
+        用法 ::
+
+            >>> select_meta_params = {  'FieldDelimiter': ',', 
+                                'RecordDelimiter': '\r\n',
+                                'QuoteCharacter': '"',
+                                'OverwriteIfExists' : 'false'}
+            >>> result = bucket.create_select_object_meta('csv.txt', csv_params)
+            >>> print(result.content_type)
+            text/plain
+
+        :param key: object name
+        :param select_meta_params: the parameter dictionary. For the supported keys, refer to :ref:`csv_meta_params`
+        :return: :class:`GetSelectObjectMetaResult <oss2.models.HeadObjectResult>`. 
+          Beside the csv_rows, csv_splits field, it also include x-oss-select-csv-rows, x-oss-select-csv-splits and x-oss-select-csv-columns headers.
+          csv_rows are the total lines of the csv file.
+          csv_splits are the total splits of the csv file. One split a bunch of rows and each split has very similar size.
+          Header x-oss-select-csv-rows and x-oss-select-csv-splits are the raw data for csv_rows and csv_splits.
+          x-oss-select-csv-columns header specifies the first line's column count.
+
+        :raises: If Bucket or object does not exist, throw:class:`NotFound <oss2.exceptions.NotFound>`
+        """
+        headers = http.CaseInsensitiveDict()
+
+        body = xml_utils.to_get_select_object_meta(select_meta_params)
+        params = {'x-oss-process':  'csv/meta'}
+
+        self.timeout = 3600
+        resp = self.__do_object('POST', key, data = body, headers=headers, params=params)
+        return GetSelectObjectMetaResult(resp)
+
     def get_object_meta(self, key):
         """获取文件基本元信息，包括该Object的ETag、Size（文件大小）、LastModified，并不返回其内容。
 
@@ -1153,7 +1286,6 @@ def _make_range_string(range):
 
     return 'bytes=' + _range(start, last)
 
-
 def _range(start, last):
     def to_str(pos):
         if pos is None:

oss2/exceptions.py

@@ -176,7 +176,6 @@ class BucketNotEmpty(Conflict):
     status = 409
     code = 'BucketNotEmpty'
 
-
 class PositionNotEqualToLength(Conflict):
     status = 409
     code = 'PositionNotEqualToLength'
@@ -215,6 +214,16 @@ class AccessDenied(ServerError):
     status = 403
     code = 'AccessDenied'
 
+class SelectOperationFailed(ServerError):
+    code = 'SelectOperationFailed'
+    def __init__(self, status, message):
+        self.status = status
+        self.message = message
+
+    def __str__(self):
+        error = {'status': self.status,
+                 'details': self.message}
+        return str(error)
 
 def make_exception(resp):
     status = resp.status

oss2/models.py

@@ -10,6 +10,7 @@
 from .utils import http_to_unixtime, make_progress_adapter, make_crc_adapter
 from .exceptions import ClientError
 from .compat import urlunquote
+from .select_response import SelectResponseAdapter
 
 class PartInfo(object):
     """表示分片信息的文件。
@@ -75,6 +76,11 @@ def __init__(self, resp):
         #: HTTP ETag
         self.etag = _get_etag(self.headers)
 
+class GetSelectObjectMetaResult(HeadObjectResult):
+    def __init__(self, resp):
+        super(GetSelectObjectMetaResult, self).__init__(resp)
+        self.csv_rows = int(self.headers['x-oss-select-csv-rows'])
+        self.csv_splits = int(self.headers['x-oss-select-csv-splits'])
 
 class GetObjectMetaResult(RequestResult):
     def __init__(self, resp):
@@ -102,7 +108,7 @@ class GetObjectResult(HeadObjectResult):
     def __init__(self, resp, progress_callback=None, crc_enabled=False):
         super(GetObjectResult, self).__init__(resp)
         self.__crc_enabled = crc_enabled
-        
+
         if progress_callback:
             self.stream = make_progress_adapter(self.resp, progress_callback, self.content_length)
         else:
@@ -129,6 +135,15 @@ def client_crc(self):
     def server_crc(self):
         return self.__crc
 
+class SelectObjectResult(HeadObjectResult):
+    def __init__(self, resp, progress_callback=None, crc_enabled=False):
+        super(SelectObjectResult, self).__init__(resp)
+        self.__crc_enabled = crc_enabled
+        self.select_resp = SelectResponseAdapter(resp, progress_callback, None)
+        self.stream = self.select_resp
+
+    def __iter__(self):
+        return iter(self.stream)
 
 class PutObjectResult(RequestResult):
     def __init__(self, resp):