CREATE
CREATE
is used to create new databases or tables.
CREATE DATABASE
Syntax
Creates a new database:
CREATE DATABASE [IF NOT EXISTS] db_name
If the db_name
database already exists, then GreptimeDB has the following behaviors:
- Doesn't create a new database.
- Doesn't return an error when the clause
IF NOT EXISTS
is presented. - Otherwise, returns an error.
Examples
Creates a test
database:
CREATE DATABASE test;
Query OK, 1 row affected (0.05 sec)
Creates it again with IF NOT EXISTS
:
CREATE DATABASE IF NOT EXISTS test;
CREATE TABLE
Syntax
Creates a new table in the db
database or the current database in use:
CREATE TABLE [IF NOT EXISTS] [db.]table_name
(
column1 type1 [NULL | NOT NULL] [DEFAULT expr1] [TIME INDEX] [PRIMARY KEY] [COMMENT comment1],
column2 type2 [NULL | NOT NULL] [DEFAULT expr2] [TIME INDEX] [PRIMARY KEY] [COMMENT comment2],
...
[TIME INDEX (column)],
[PRIMARY KEY(column1, column2, ...)]
) ENGINE = engine WITH([TTL | REGIONS] = expr, ...)
[
PARTITION BY RANGE COLUMNS(column1, column2, ...) (
PARTITION r0 VALUES LESS THAN (expr1),
PARTITION r1 VALUES LESS THAN (expr2),
...
)
]
The table schema is specified by the brackets before the ENGINE
. The table schema is a list of column definitions and table constraints.
A column definition includes the column column_name
, type
, and options such as nullable or default values, etc. Please see below.
Table constraints
The table constraints contain the following:
TIME INDEX
specifies the time index column, which always has one and only one column. It indicates theTimestamp
type in the data model of GreptimeDB.PRIMARY KEY
specifies the table's primary key column, which indicates theTag
type in the data model of GreptimeDB. It cannot include the time index column, but it always implicitly adds the time index column to the end of keys.- The Other columns are
Field
columns in the data model of GreptimeDB.
The PRIMARY KEY
specified in the CREATE
statement is not the primary key in traditional relational databases.
Actually, The PRIMARY KEY
in traditional relational databases is equivalent to the combination of PRIMARY KEY
and TIME INDEX
in GreptimeDB. In other words, the PRIMARY KEY
and TIME INDEX
together constitute the unique identifier of a row in GreptimeDB.
The statement won't do anything if the table already exists and IF NOT EXISTS
is presented; otherwise returns an error.
Table options
Users can add table options by using WITH
. The valid options contain the following:
Option | Description | Value |
---|---|---|
ttl | The storage time of the table data | String value, such as '60m' , '1h' for one hour, '14d' for 14 days etc. Supported time units are: s / m / h / d |
regions | The region number of the table | Integer value, such as 1, 5, 10 etc. |
write_buffer_size | Memtable size of the table | String value representing a valid size, such as 32MB , 128MB , etc. The default value of this option is 32MB . Supported units are: MB / GB . |
storage | The name of the table storage engine provider | String value, such as S3 , Gcs , etc. It must be configured in [[storage.providers]] , see configuration. |
For example, to create a table with the storage data TTL(Time-To-Live) is seven days and region number is 10:
CREATE TABLE IF NOT EXISTS temperatures(
ts TIMESTAMP TIME INDEX,
temperature DOUBLE DEFAULT 10,
) engine=mito with(ttl='7d', regions=10);
Create a table that stores the data in Google Cloud Storage:
CREATE TABLE IF NOT EXISTS temperatures(
ts TIMESTAMP TIME INDEX,
temperature DOUBLE DEFAULT 10,
) engine=mito with(ttl='7d', regions=10, storage="Gcs");
Column options
GreptimeDB supports the following column options:
Option | Description |
---|---|
NULL | The column value can be null . |
NOT NULL | The column value can't be null . |
DEFAULT expr | The column's default value is expr , which its result type must be the column's type |
COMMENT comment | The column comment. It must be a string value |
The table constraints TIME INDEX
and PRIMARY KEY
can also be set by column option, but they can only be specified once in column definitions. So you can't specify PRIMARY KEY
for more than one column except by the table constraint PRIMARY KEY
:
CREATE TABLE system_metrics (
host STRING PRIMARY KEY,
idc STRING PRIMARY KEY,
cpu_util DOUBLE,
memory_util DOUBLE,
disk_util DOUBLE,
ts TIMESTAMP DEFAULT CURRENT_TIMESTAMP(),
TIME INDEX(ts)
);
Goes wrong:
Illegal primary keys definition: not allowed to inline multiple primary keys in columns options
CREATE TABLE system_metrics (
host STRING,
idc STRING,
cpu_util DOUBLE,
memory_util DOUBLE,
disk_util DOUBLE,
ts TIMESTAMP DEFAULT CURRENT_TIMESTAMP() TIME INDEX,
PRIMARY KEY(host, idc),
);
Query OK, 0 rows affected (0.01 sec)
Region partition rules
TODO by MichaelScofield
CREATE EXTERNAL TABLE
Syntax
Creates a new file external table in the db
database or the current database in use:
CREATE EXTERNAL TABLE [IF NOT EXISTS] [db.]table_name
[
(
column1 type1 [NULL | NOT NULL] [DEFAULT expr1] [TIME INDEX] [PRIMARY KEY] [COMMENT comment1],
column2 type2 [NULL | NOT NULL] [DEFAULT expr2] [TIME INDEX] [PRIMARY KEY] [COMMENT comment2],
...
[TIME INDEX (column)],
[PRIMARY KEY(column1, column2, ...)]
)
] WITH (
LOCATION = url,
FORMAT = { 'CSV' | 'JSON' | 'PARQUET' | 'ORC' }
[,PATTERN = regex_pattern ]
[,REGION = region ]
[,ENDPOINT = uri ]
[,ACCESS_KEY_ID = key_id ]
[,SECRET_ACCESS_KEY = access_key ]
[,ENABLE_VIRTUAL_HOST_STYLE = { TRUE | FALSE }]
[,SESSION_TOKEN = token ]
...
)
Table options
Option | Description | Required |
---|---|---|
LOCATION | External files locations, e.g., s3://<bucket>[<path>] , /<path>/[<filename>] | Required |
FORMAT | Target file(s) format, e.g., JSON, CSV, Parquet, ORC | Required |
PATTERN | Use regex to match files. e.g., *_today.parquet | Optional |
S3
Option | Description | Required |
---|---|---|
REGION | AWS region name. e.g., us-east-1. | Required |
ENDPOINT | The bucket endpoint | Optional |
ACCESS_KEY_ID | ACCESS_KEY_ID Your access key ID for connecting the AWS S3 compatible object storage. | Optional |
SECRET_ACCESS_KEY | Your secret access key for connecting the AWS S3 compatible object storage. | Optional |
ENABLE_VIRTUAL_HOST_STYLE | If you use virtual hosting to address the bucket, set it to "true". | Optional |
SESSION_TOKEN | Your temporary credential for connecting the AWS S3 service. | Optional |
Time Index Column
When creating an external table using the CREATE EXTERNAL TABLE
statement, you are required to use the TIME INDEX
constraint to specify a Time Index column.
Examples
You can create an external table without columns definitions, the column definitions will be automatically inferred:
CREATE EXTERNAL TABLE IF NOT EXISTS city WITH (location='/var/data/city.csv',format='csv');
In this example, we did not explicitly define the columns of the table. To satisfy the requirement that the external table must specify a Time Index column, the CREATE EXTERNAL TABLE
statement will infer the Time Index column according to the following rules:
- If the Time Index column can be inferred from the file metadata, then that column will be used as the Time Index column.
- If there is a column named
greptime_timestamp
(the type of this column must beTIMESTAMP
, otherwise, an error will be thrown), then this column will be used as the Time Index column. - Otherwise, a column named
greptime_timestamp
will be automatically created as the Time Index column, and aDEFAULT '1970-01-01 00:00:00+0000'
constraint will be added.
Or
CREATE EXTERNAL TABLE city (
host string,
ts timestamp,
cpu float64 default 0,
memory float64,
TIME INDEX (ts),
PRIMARY KEY(host)
) WITH (location='/var/data/city.csv', format='csv');
In this example, we explicitly defined the ts
column as the Time Index column. If there is no suitable Time Index column in the file, you can also create a placeholder column and add a DEFAULT expr
constraint.