HdfsFile

Hdfs file source connector

Description

Read data from hdfs file system.

Key features

Read all the data in a split in a pollNext call. What splits are read will be saved in snapshot.

[x] schema projection
[x] parallelism
[ ] support user-defined split
[x] file format
- [x] text
- [x] csv
- [x] parquet
- [x] orc
- [x] json

Options

name	type	required	default value
path	string	yes	-
type	string	yes	-
fs.defaultFS	string	yes	-
delimiter	string	no	\001
parse_partition_from_path	boolean	no	true
date_format	string	no	yyyy-MM-dd
datetime_format	string	no	yyyy-MM-dd HH:mm:ss
time_format	string	no	HH:mm:ss
schema	config	no	-
common-options		no	-

path [string]

The source file path.

delimiter [string]

Field delimiter, used to tell connector how to slice and dice fields when reading text files

default \001, the same as hive's default delimiter

parse_partition_from_path [boolean]

Control whether parse the partition keys and values from file path

For example if you read a file from path hdfs://hadoop-cluster/tmp/seatunnel/parquet/name=tyrantlucifer/age=26

Every record data from file will be added these two fields:

name	age
tyrantlucifer	26

Tips: Do not define partition fields in schema option

date_format [string]

Date type format, used to tell connector how to convert string to date, supported as the following formats:

yyyy-MM-dd yyyy.MM.dd yyyy/MM/dd

default yyyy-MM-dd

datetime_format [string]

Datetime type format, used to tell connector how to convert string to datetime, supported as the following formats:

yyyy-MM-dd HH:mm:ss yyyy.MM.dd HH:mm:ss yyyy/MM/dd HH:mm:ss yyyyMMddHHmmss

default yyyy-MM-dd HH:mm:ss

time_format [string]

Time type format, used to tell connector how to convert string to time, supported as the following formats:

HH:mm:ss HH:mm:ss.SSS

default HH:mm:ss

type [string]

File type, supported as the following file types:

text csv parquet orc json

If you assign file type to json, you should also assign schema option to tell connector how to parse data to the row you want.

For example:

upstream data is the following:


{"code":  200, "data":  "get success", "success":  true}

You can also save multiple pieces of data in one file and split them by newline:


{"code":  200, "data":  "get success", "success":  true}
{"code":  300, "data":  "get failed", "success":  false}

you should assign schema as the following:


schema {
    fields {
        code = int
        data = string
        success = boolean
    }
}

connector will generate data as the following:

code	data	success
200	get success	true

If you assign file type to parquet orc, schema option not required, connector can find the schema of upstream data automatically.

If you assign file type to text csv, you can choose to specify the schema information or not.

For example, upstream data is the following:


tyrantlucifer#26#male

If you do not assign data schema connector will treat the upstream data as the following:

content
tyrantlucifer#26#male

If you assign data schema, you should also assign the option delimiter too except CSV file type

you should assign schema and delimiter as the following:


delimiter = "#"
schema {
    fields {
        name = string
        age = int
        gender = string 
    }
}

connector will generate data as the following:

name	age	gender
tyrantlucifer	26	male

fs.defaultFS [string]

Hdfs cluster address.

schema [Config]

fields [Config]

the schema fields of upstream data

common options

Source plugin common parameters, please refer to Source Common Options for details.

Example


HdfsFile {
  path = "/apps/hive/demo/student"
  type = "parquet"
  fs.defaultFS = "hdfs://namenode001"
}


HdfsFile {
  schema {
    fields {
      name = string
      age = int
    }
  }
  path = "/apps/hive/demo/student"
  type = "json"
  fs.defaultFS = "hdfs://namenode001"
}

Changelog

2.2.0-beta 2022-09-26

Add HDFS File Source Connector

2.3.0-beta 2022-10-20

[BugFix] Fix the bug of incorrect path in windows environment (2980)
[Improve] Support extract partition from SeaTunnelRow fields (3085)
[Improve] Support parse field from file path (2985)