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  1. Building Blocks
  2. Data Connectors

Dremio

Dremio Data Connector Documentation

Last updated 3 months ago

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is a data lake engine that enables high-performance SQL queries directly on data lake storage. It provides a unified interface for querying and analyzing data from various sources without the need for complex data movement or transformation.

This connector enables using Dremio as a data source for federated SQL queries.

- from: dremio:datasets.dremio_dataset
  name: dremio_dataset
  params:
    dremio_endpoint: grpc://127.0.0.1:32010
    dremio_username: demo
    dremio_password: ${secrets:my_dremio_pass}

Configuration

from

The from field takes the form dremio:dataset where dataset is the fully qualified name of the dataset to read from.

Limitations

Currently, only up to three levels of nesting are supported for dataset names (e.g., a.b.c). Additional levels are not supported at this time.

name

The dataset name. This will be used as the table name within Spice.

Example:

datasets:
  - from: dremio:datasets.dremio_dataset
    name: cool_dataset
    params: ...
SELECT COUNT(*) FROM cool_dataset;
+----------+
| count(*) |
+----------+
| 6001215  |
+----------+

params

Parameter Name
Description

dremio_endpoint

The endpoint used to connect to the Dremio server.

dremio_username

The username used to connect to the Dremio endpoint.

dremio_password

Examples

Connecting to a GRPC endpoint

- from: dremio:datasets.dremio_dataset
  name: dremio_dataset
  params:
    dremio_endpoint: grpc://127.0.0.1:32010
    dremio_username: demo
    dremio_password: ${secrets:my_dremio_pass}

Types

The table below shows the Dremio data types supported, along with the type mapping to Apache Arrow types in Spice.

Dremio Type
Arrow Type

INT

Int32

BIGINT

Int64

FLOAT

Float32

DOUBLE

Float64

DECIMAL

Decimal128

VARCHAR

Utf8

VARBINARY

Binary

BOOL

Boolean

DATE

Date64

TIME

Time32

TIMESTAMP

Timestamp(Millisecond, None)

INTERVAL

Interval

LIST

List

STRUCT

Struct

MAP

Map

Limitations

Limitations

  • Dremio connector does not support queries with the EXCEPT and INTERSECT keywords in Spice REPL. Use DISTINCT and IN/NOT IN instead. See the example below.

# fail
SELECT ws_item_sk FROM web_sales
INTERSECT
SELECT ss_item_sk FROM store_sales;

# success
SELECT DISTINCT ws_item_sk FROM web_sales
WHERE ws_item_sk IN (
    SELECT DISTINCT ss_item_sk FROM store_sales
);

# fail
SELECT ws_item_sk FROM web_sales
EXCEPT
SELECT ss_item_sk FROM store_sales;

# success
SELECT DISTINCT ws_item_sk FROM web_sales
WHERE ws_item_sk NOT IN (
    SELECT DISTINCT ss_item_sk FROM store_sales
);

````

The password used to connect to the Dremio endpoint. Use the to load the password from a secret store, e.g. ${secrets:my_dremio_pass}.

Dremio
secret replacement syntax