create
The create statement is used to create a database or a table. The syntax is as follows:
create DFS databases
The create statement only supports creating DFS databases.
create database directory partitioned by partitionType(partitionScheme),
[engine='OLAP'], [atomic='TRANS'], [chunkGranularity='TABLE']
Please refer to the related function database for details. The number of partitionType indicates the partition levels. You can specify one to three partitionType for a database and use more than one partitionType to create a composite database.
create tables
This statement only supports creating standard in-memory tables, DFS tables, and dimension tables.
create table dbPath.tableName (
schema[columnDescription]
)
[partitioned by partitionColumns],
[sortColumns],
[keepDuplicates=ALL]
dbPath is a string indicating the path of a dfs database.
tableName is a string indicating the table name, or a vector indicating the table object.
schema indicates the table schema, including two columns: columnName and columnType.
columnDescription uses keywords to add a description to a column, including:
-
comment adds a comment to a column;
-
compress specifies the compression method, which includes:
-
"lz4"
-
"delta"
-
partitionColumns is a string or a string vector indicating the partitioning column(s). For a composite partition, partitionColumns is a string vector.
Parameters for TSDB storage engine only:
sortColumns is a required argument for TSDB engine. It is a string scalar/vector indicating the columns based on which the table is sorted.
keepDuplicates specifies how to deal with records with duplicate sortColumns values. The default value is ALL. It can have the following values:
-
ALL: keep all records
-
LAST: only keep the last record
-
FIRST: only keep the first record
Please refer to the related function createPartitionedTable / createTable for details.
Create temporary in-memory tables
To create a temporary in-memory table, add keywords local temporary
(case insensitive) to create
:
create local temporary table tableName(
schema
) [on commit preserve rows]
where,
tableName is a string indicating the table name, or a variable of the table object
schema is the table schema which contains 2 columns: columnName and columnType.
on commit preserve rows (optional) specifies that the temporary table is session-specific. It is case-insensitive.
Note:
-
In DolphinDB, the
create local temporary table
statement is equivalent tocreate table
as it creates a local temporary in-memory table that is only valid in the current session. -
Currently, global temporary tables and the keyword
on commit delete rows
are not supported.
Examples
(1) create an in-memory table
create table tb( id SYMBOL, val DOUBLE ) go; //Parse and run codes with the go statement first, otherwise an error of unrecognized variable tb will be reported. tb.schema() partitionColumnIndex->-1 chunkPath-> colDefs-> name typeString typeInt comment ---- ---------- ------- ------- id SYMBOL 17 val DOUBLE 16
(2) create a DFS database in TSDB engine
if(existsDatabase("dfs://test")) dropDatabase("dfs://test")
create database "dfs://test" partitioned by VALUE(1..10), HASH([SYMBOL, 40]), engine='TSDB'
(3) create a DFS table
create table "dfs://test"."pt"( id INT, deviceId SYMBOL, date DATE[comment="time_col", compress="delta"], value DOUBLE, isFin BOOL ) partitioned by ID, deviceID, sortColumns=[`deviceId, `date], keepDuplicates=ALL pt = loadTable("dfs://test","pt") pt.schema() keepDuplicates->ALL engineType->TSDB partitionColumnIndex->[0,1] ...
(4) create a dimension table
create table "dfs://test"."pt1"(
id INT,
deviceId SYMBOL,
date DATE[comment="time_col", compress="delta"],
value DOUBLE,
isFin BOOL
)
sortColumns=[`deviceId, `date]
pt1 = loadTable("dfs://test","pt1")
pt1.schema()
sortColumns->[deviceId,date]
engineType->TSDB
keepDuplicates->ALL
chunkGranularity->TABLE
partitionColumnIndex->-1
...
(5) Create a temporary in-memory table
create local temporary table "tb" ( id SYMBOL, val DOUBLE ) on commit preserve rows tb.schema() partitionColumnIndex->-1 chunkPath-> colDefs-> name typeString typeInt extra comment ---- ---------- ------- ----- ------- id SYMBOL 17 val DOUBLE 16