---

{ “title”: “Amazon S3”, “language”: “en”, “description”: “How to load data from Amazon S3 into Doris: complete steps, parameters, and examples for asynchronous loading with S3 Load and synchronous loading with TVF.”, “keywords”: [ “Amazon S3 load”, “Doris S3 Load”, “S3 TVF”, “AWS S3 data loading”, “Broker Load S3”, “AWS Assume Role” ] }

Doris provides two ways to load files from AWS S3, suited to asynchronous and synchronous scenarios respectively:

Method	Type	Use case
S3 Load	Asynchronous	Large-batch data loading, scheduled jobs, and offline loading that requires high throughput and stability
TVF (Table Value Function)	Synchronous	Ad hoc queries, ETL processing, and synchronous writes combined with INSERT INTO ... SELECT

Tip: S3 Load is implemented based on Broker Load. For detailed behavior, see the Broker Load Manual.

Method 1: Load with S3 Load (asynchronous)

S3 Load is an asynchronous loading method. It returns immediately after submission and runs in the background. It is suitable for scenarios with large data volumes or that require background batch processing.

Step 1: Prepare the data

Create a CSV file s3load_example.csv on S3 with the following content:

1,Emily,25
2,Benjamin,35
3,Olivia,28
4,Alexander,60
5,Ava,17
6,William,69
7,Sophia,32
8,James,64
9,Emma,37
10,Liam,64

Step 2: Create a table in Doris

CREATE TABLE test_s3load(
    user_id            BIGINT       NOT NULL COMMENT "user id",
    name               VARCHAR(20)           COMMENT "name",
    age                INT                   COMMENT "age"
)
DUPLICATE KEY(user_id)
DISTRIBUTED BY HASH(user_id) BUCKETS 10;

Step 3: Load the data with S3 Load

LOAD LABEL s3_load_2022_04_01
(
    DATA INFILE("s3://your_bucket_name/s3load_example.csv")
    INTO TABLE test_s3load
    COLUMNS TERMINATED BY ","
    FORMAT AS "CSV"
    (user_id, name, age)
)
WITH S3
(
    "provider" = "S3",
    "s3.endpoint" = "s3.us-west-2.amazonaws.com",
    "s3.region" = "us-west-2",
    "s3.access_key" = "<your-ak>",
    "s3.secret_key" = "<your-sk>"
)
PROPERTIES
(
    "timeout" = "3600"
);

Key parameters:

Parameter	Description
DATA INFILE	URI of the file on S3 to load, in the format s3://bucket/path
COLUMNS TERMINATED BY	CSV column delimiter
FORMAT AS	File format, for example CSV
provider	Object storage provider. Use S3 for AWS S3
s3.endpoint	Endpoint of the S3 service, for example s3.us-west-2.amazonaws.com
s3.region	Region where the S3 bucket is located
s3.access_key	AWS Access Key
s3.secret_key	AWS Secret Key
timeout	Timeout of the load job, in seconds

Step 4: Check the loaded data

SELECT * FROM test_s3load;

Expected result:

mysql> select * from test_s3load;
+---------+-----------+------+
| user_id | name      | age  |
+---------+-----------+------+
|       5 | Ava       |   17 |
|      10 | Liam      |   64 |
|       7 | Sophia    |   32 |
|       9 | Emma      |   37 |
|       1 | Emily     |   25 |
|       4 | Alexander |   60 |
|       2 | Benjamin  |   35 |
|       3 | Olivia    |   28 |
|       6 | William   |   69 |
|       8 | James     |   64 |
+---------+-----------+------+
10 rows in set (0.04 sec)

Method 2: Load with TVF (synchronous)

TVF (Table Value Function) treats a file on S3 as a table. You can query it directly with SELECT and write the result synchronously into a Doris table by combining it with INSERT INTO. It is suitable for scenarios that require high result visibility with moderate data volumes.

Step 1: Prepare the data

Create a CSV file s3load_example.csv on S3 with the following content:

1,Emily,25
2,Benjamin,35
3,Olivia,28
4,Alexander,60
5,Ava,17
6,William,69
7,Sophia,32
8,James,64
9,Emma,37
10,Liam,64

Step 2: Create a table in Doris

CREATE TABLE test_s3load(
    user_id            BIGINT       NOT NULL COMMENT "user id",
    name               VARCHAR(20)           COMMENT "name",
    age                INT                   COMMENT "age"
)
DUPLICATE KEY(user_id)
DISTRIBUTED BY HASH(user_id) BUCKETS 10;

Step 3: Load the data with TVF

INSERT INTO test_s3load
SELECT * FROM S3
(
    "uri" = "s3://your_bucket_name/s3load_example.csv",
    "format" = "csv",
    "s3.endpoint" = "s3.us-west-2.amazonaws.com",
    "s3.region" = "us-west-2",
    "s3.access_key" = "<your-ak>",
    "s3.secret_key" = "<your-sk>",
    "column_separator" = ",",
    "csv_schema" = "user_id:int;name:string;age:int"
);

Key parameters:

Parameter	Description
uri	URI of the file to read on S3
format	File format, for example csv
s3.endpoint	Endpoint of the S3 service
s3.region	Region where the S3 bucket is located
s3.access_key	AWS Access Key
s3.secret_key	AWS Secret Key
column_separator	Column delimiter
csv_schema	Schema definition of the CSV file, in the format column_name:type;...

Step 4: Check the loaded data

SELECT * FROM test_s3load;

Expected result:

mysql> select * from test_s3load;
+---------+-----------+------+
| user_id | name      | age  |
+---------+-----------+------+
|       5 | Ava       |   17 |
|      10 | Liam      |   64 |
|       7 | Sophia    |   32 |
|       9 | Emma      |   37 |
|       1 | Emily     |   25 |
|       4 | Alexander |   60 |
|       2 | Benjamin  |   35 |
|       3 | Olivia    |   28 |
|       6 | William   |   69 |
|       8 | James     |   64 |
+---------+-----------+------+
10 rows in set (0.04 sec)

Authentication with AWS Assume Role

In addition to using Access Key / Secret Key, Doris also supports authenticating S3 Load and TVF via AWS Assume Role. This is suitable for enterprises with restrictions on distributing credentials. For detailed configuration, see AWS Integration - Assumed Role Authentication.

FAQ

Q1: How to choose between S3 Load and TVF?

• For large-batch, offline, scheduled jobs: prefer S3 Load (asynchronous, runs in the background, supports timeout control).
• For ad hoc queries, or when you need to process data in SQL before writing: prefer TVF (synchronous, can be combined with SELECT / INSERT).

Q2: How to specify the Region and Endpoint of an S3 file?

• Use s3.region to specify the region where the bucket is located, for example us-west-2.
• Use s3.endpoint to specify the service address, for example s3.us-west-2.amazonaws.com.
• The two must be consistent, otherwise connection failures or redirect errors may occur.

Q3: Is csv_schema required for TVF loading?

When the source file is CSV, it is recommended to provide csv_schema explicitly to specify the name and type of each column, avoiding the uncertainty caused by type inference.

Q4: What if an S3 Load job runs for too long?

Increase timeout in PROPERTIES (in seconds) appropriately. The example uses 3600, which can be adjusted based on the data scale.

Troubleshooting

Symptom	Possible cause	Recommended action
Connection to S3 fails / times out	s3.endpoint does not match s3.region, or the network is unreachable	Verify the Endpoint and Region; confirm that Doris BE nodes can access S3
Authentication fails (403)	Access Key / Secret Key is incorrect, or the permissions are insufficient	Check whether the AK/SK are correct; confirm the read permissions on the corresponding bucket and object
File not found	The DATA INFILE / uri path is incorrect	Verify the bucket name, key path, and case sensitivity
CSV parsing error	The delimiter or schema does not match	Check COLUMNS TERMINATED BY / column_separator and csv_schema
Job times out	Large data volume or slow network	Increase timeout, or split the file and load in parallel

Related documents

• Broker Load Manual
• AWS Integration - Assumed Role Authentication