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Updated on 2024-02-07 GMT+08:00
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OBS Source Stream

Function

Create a source stream to obtain data from OBS. DLI reads data stored by users in OBS as input data for jobs. OBS applies to various scenarios, such as big data analysis, cloud-native application program data, static website hosting, backup/active archive, and deep/cold archive.

OBS is an object-based storage service. It provides massive, secure, highly reliable, and low-cost data storage capabilities. For more information about OBS, see the Object Storage Service Console Operation Guide.

Syntax

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CREATE SOURCE STREAM stream_id (attr_name attr_type (',' attr_name attr_type)* )
  WITH (
    type = "obs",
    region = "",
    bucket = "",
    object_name = "",
    row_delimiter = "\n",
    field_delimiter = '',
    version_id = ""
  );

Keywords

Table 1 Keywords

Parameter

Mandatory

Description

type

Yes

Data source type. obs indicates that the data source is OBS.

region

Yes

Region to which OBS belongs.

encode

No

Data encoding format. The value can be csv or json. The default value is csv.

ak

No

Access Key ID (AK). For details about how to obtain the access key, see My Credentials.

sk

No

Secret access key used together with the ID of the access key. For details about how to obtain the access key, see My Credentials.

bucket

Yes

Name of the OBS bucket where data is located.

object_name

Yes

Name of the object stored in the OBS bucket where data is located. If the object is not in the OBS root directory, you need to specify the folder name, for example, test/test.csv. For the object file format, see the encode parameter.

row_delimiter

Yes

Separator used to separate every two rows.

field_delimiter

No

Separator used to separate every two attributes.

  • This parameter is mandatory when encode is csv. You use custom attribute separators.
  • If encode is json, you do not need to set this parameter.

quote

No

Quoted symbol in a data format. The attribute delimiters between two quoted symbols are treated as common characters.

  • If double quotation marks are used as the quoted symbol, set this parameter to \u005c\u0022 for character conversion.
  • If a single quotation mark is used as the quoted symbol, set this parameter to a single quotation mark (').
NOTE:
  • Currently, only the CSV format is supported.
  • After this parameter is specified, ensure that each field does not contain quoted symbols or contains an even number of quoted symbols. Otherwise, parsing will fail.

version_id

No

Version number. This parameter is optional and required only when the OBS bucket or object has version settings.

Precautions

When creating a source stream, you can specify a time model for subsequent calculation. Currently, DLI supports two time models: Processing Time and Event Time. For details about the syntax, see Configuring Time Models.

Example

  • The input.csv file is read from the OBS bucket. Rows are separated by '\n' and columns are separated by ','.

    To use the test data, create an input.txt file, copy and paste the following text data, and save the file as input.csv. Upload the input.csv file to the target OBS bucket directory. For example, upload the file to the dli-test-obs01 bucket directory.

    1,2,3,4,1403149534
5,6,7,8,1403149535
    The following is an example for creating the table: 
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    CREATE SOURCE STREAM car_infos (
  car_id STRING,
  car_owner STRING,
  car_brand STRING,
  car_price INT,
  car_timestamp LONG
)
  WITH (
    type = "obs",
    bucket = "dli-test-obs01",
    region = "xxx",
    object_name = "input.csv",
    row_delimiter = "\n",
    field_delimiter = ","
);
  • The input.json file is read from the OBS bucket. Rows are separated by '\n'.
    CREATE SOURCE STREAM obs_source (
  str STRING
)
  WITH (
    type = "obs",
    bucket = "obssource",
    region = "xxx",
    encode = "json",
    row_delimiter = "\n",
    object_name = "input.json"
);
Parent topic: Creating a Source Stream