Command Reference
Data Wrapper
CREATE SERVER
Create new server objects.
Syntax
CREATE SERVER [IF NOT EXISTS] <server_name>
FOREIGN DATA WRAPPER <foreign_data_wrapper_name>
WITH ( <option> = <value> [, ... ] )Description
A foreign server object represents a named external datasource, along with configuration information required to access the datasource. Server objects are referenced during foreign table creation in order to indicate the backing datasource for the created table.
Parameters
foreign_data_wrapper_name
The foreign data wrapper to use. Available data wrappers are:
delimited_file, parquet_file, regex_parsed_file, odbc (beta), raster_file (beta).
Foreign Server Options for File Data Wrappers (delimited_file, parquet_file, and regex_parsed_file)
BASE_PATH
Base file path for the data files or directory.
S3_BUCKET
S3 bucket containing files. Only applies to AWS_S3 storage type
AWS_REGION
AWS region where files/objects are stored. Only applies to AWS_S3 storage type.
S3_ENDPOINT
Custom S3 endpoint, which allows data access from S3-compatible services, such as Google Cloud Storage. Similar in function to the COPY FROM command.
Foreign Server Options for ODBC Data Wrapper
DATA_SOURCE_NAME
Data source name (DSN) configured in the odbc.ini file. Only one of data_source_name or connection_string is required.
CONNECTION_STRING
A set of semicolon-separated key=value pairs, which define the connection parameters for an RDMS. For example, Driver=DriverName;Database=DatabaseName;Servername=HostName;Port=1234. Only one of data_source_name or connection_string is required.
Examples
Create a local server that uses the delimited_file data wrapper and the file path /home/my_user/data/csv/:
CREATE SERVER my_csv_server FOREIGN DATA WRAPPER delimited_file WITH (
storage_type = 'LOCAL_FILE',
base_path = '/home/my_user/data/csv/'
);Create an AWS Server that uses the delimited_file data wrapper with an AWS S3 bucket "fsi-s3-bucket" in the us-west-1 AWS region:
CREATE SERVER my_aws_server FOREIGN DATA WRAPPER delimited_file WITH (
storage_type = 'AWS_S3',
s3_bucket = 'fsi-s3-bucket',
aws_region = 'us-west-1'
);Create an ODBC server using a data source name (DSN):
CREATE SERVER my_postgres_server FOREIGN DATA WRAPPER odbc WITH (
data_source_name = 'postgres_db_1'
);Create an ODBC server using a connection string:
CREATE SERVER my_postgres_server FOREIGN DATA WRAPPER odbc WITH (
connection_string = 'Driver=PostgreSQL;Database=my_postgres_db;Servername=my_postgres.example.com;Port=1234'
);ALTER SERVER
Update server objects.
Syntax
ALTER SERVER <server_name>
[ SET (<option> = <value> [, ... ] ) ]
ALTER SERVER <server_name> OWNER TO <new_owner>
ALTER SERVER <server_name> RENAME TO <new_server_name>
ALTER SERVER <server_name> SET FOREIGN DATA WRAPPER <foreign_data_wrapper_name>Description
Allow users to update properties of existing server objects.
Parameters
Parameter
Usage
server_name
The name of the foreign server to be updated.
new_server_name
The new name that should be assigned to the foreign server.
option
Clause specific to the option to be updated.
new_owner
Username of the new foreign server owner.
foreign_data_wrapper_name
The name of the foreign data wrapper that should be associated with the server object.
Example: Update server property
Update the my_csv_server object's base path “/home/my_user/data/csv/” to “/home/my_user/data/new_csv/”:
ALTER SERVER my_csv_server WITH (base_path = '/home/my_user/data/new-csv/');Example: Change server name
Change the my_csv_server object's name to my_new_csv_server:
ALTER SERVER my_csv_server RENAME TO my_new_csv_server;DROP SERVER
Delete an existing server object
Syntax
DROP SERVER [ IF EXISTS ] <server_name>Parameters
server_name
The name of the foreign server to be deleted.
Example
Delete the my_csv_server server object:
DROP SERVER my_csv_server;SHOW SERVERS
View information about existing server objects.
Syntax
SHOW SERVERS
[WHERE <metadata_name> { = | LIKE } <metadata_value>]Column Results
server_name
Server name used in the CREATE/ALTER SERVER command.
owner
User who created the server object or who has been assigned as the owner of the server object via an ALTER SERVER command.
data_wrapper
Name of data wrapper associated with server object.
options
JSON string representation of options used in CREATE/ALTER SERVER command.
created_at
Timestamp when the server object was created.
Example - View all server objects in the current database
SHOW SERVERS;
Result:
server_name | owner | data_wrapper | options | created_at
------------------+-------+----------------+----------------------------------------------------------------------------------------+----------------------
my_csv_server | joe | delimited_file | {"storage_type": "LOCAL_FILE", "base_path": "/home/my_user/data/csv/"} | 2019-11-15T23:54:35Z
my_parquet_server | admin | parquet_file | {"storage_type": "AWS_S3", "s3_bucket": "my_parquet_files", "aws_region": "us-east-1"} | 2019-11-15T23:54:35ZExample - View all server objects with the delimited_file data wrapper type
SHOW SERVERS WHERE data_wrapper = 'delimited_file';
Result:
server_name | owner | data_wrapper | options | created_at
------------------+-------+----------------+----------------------------------------------------------------------------------------+----------------------
my_csv_server | joe | delimited_file | {"storage_type": "LOCAL_FILE", "base_path": "/home/my_user/data/csv/"} | 2019-11-15T23:54:35ZExample - View all server objects with the name containing “csv”
SHOW SERVERS WHERE server_name LIKE '%csv%';
Result:
server_name | owner | data_wrapper | options | created_at
------------------+-------+----------------+----------------------------------------------------------------------------------------+----------------------
my_csv_server | joe | delimited_file | {"storage_type": "LOCAL_FILE", "base_path": "/home/my_user/data/csv/"} | 2019-11-15T23:54:35ZCREATE FOREIGN TABLE
Creates the foreign table.
Syntax
CREATE FOREIGN TABLE [ IF NOT EXISTS ] <table_name> (
{ <column_name> <data_type> [NOT NULL] [ENCODING <encoding_spec>] }
[, ... ]
)
SERVER <server_name>
[ WITH ( <option> = <value> [, ... ] ) ]Description
A foreign table acts as a proxy to an external data source for which access details are provided by a server object. A foreign table provides an interface for querying data from an external datasource in a similar way to a local table.
Parameters
table_name
The name of the foreign table to be created.
column_name
The name of the column to be created.
data_type
Data type of the column to be created.
NOT NULL
Specify that NULL Is not allowed for this column type.
ENCODING
Specify the encoding of the data type.
SERVER {custom_server_name
default_local_delimited
Foreign Tables Refresh Options
ALLOW_FILE_ROLL_OFF
Allow the oldest files (based on file path sort order) in a directory of files to be rolled off when a refresh occurs. Only applies when REFRESH_UPDATE_TYPE is set to APPEND.
REFRESH_UPDATE_TYPE={APPEND | ALL}
Specifies what portion of the data is refreshed.
APPEND specifies that new data is added to existing. ALL specifies that updated data can exist anywhere within the data set.
REFRESH_TIMING_TYPE={MANUAL | SCHEDULED}
Identifies if data refresh activities are manual or automated.
REFRESH_START_DATE_TIME 'YYYY-MM-DDTHH:MM:SSZ'
Identifies the time to start data refreshes. Used with REFRESH_TIMING_TYPE=’SCHEDULED’. Time is specified in UTC time in ISO 8601 format and cannot be in the past.
REFRESH_INTERVAL interval_count{D | M}
Used with REFRESH_TIMING_TYPE=’SCHEDULED’. Available periods: D(ays), M(onth). To specify 5 days, use ‘5D’.
Foreign Table Options for File Data Wrappers (delimited_file, parquet_file, and regex_parsed_file)
FILE_PATH
Name or path to the file that serves as the datasource for the foreign table. This file path is appended to the BASE_PATH specified in the foreign server.
REGEX_PATH_FILTER
FILE_SORT_ORDER_BY
FILE_SORT_REGEX
Additional Foreign Table Options for the delimited_file Data Wrapper
S3_ACCESS_TYPE
Used to identify the S3 CSV access type. Supported values are S3_Direct and S3_Select. This value is not required if using Parquet data formats.
The S3_Direct access type uses HeavyConnects's standard CSV data wrapper and HeavyDB supported
datatypes.
Choosing the S3_Select access type uses the S3 Select capability which can improve performance. S3 Select does not support GEO and ARRAY types and TEXT types with embedded row delimiters such as newlines. If your data contains these types, use the S3_Direct access type.
When using S3_Select with public buckets, the CREATE USER MAPPING FOR PUBLIC SERVER is required to set credentials but is not required when using public buckets and S3_Direct.
All delimited file parser options mentioned in https://docs.heavy.ai/loading-and-exporting-data/command-line/load-data#csv-tsv-import
Additional Foreign Table Options for the regex_parsed_file Data Wrapper
LINE_REGEX
Regular expression that matches an line in the given file. Each capturing group in the regular expression should correspond to a column in the foreign table definition. Capturing groups are expected to match columns in number and order specified in the foreign table definition.
LINE_START_REGEX
Regular expression pattern that should match the start of a new entry in the given file. This option is useful for use cases where entries span multiple lines e.g. when a message contains line breaks. If this option is specified, lines with beginnings that do not match this regular expression are appended to the previous line. This parameter is optional.
Foreign Table Options for ODBC Data Wrapper
SQL_SELECT
SQL statement used to issue a query to an RDMS database.
SQL_ORDER_BY
Comma separated list of column names that provide a unique ordering for the result set returned by the SQL statement that is set in the SQL_SELECT option.
Example - Using the default local file server and default property
Create a foreign table that accesses a local CSV file at /home/my_user/data/csv/my_file.csv using this default server object.
CREATE FOREIGN TABLE my_csv_table (first_name TEXT, last_name TEXT ENCODING NONE)
SERVER default_local_delimited
WITH (file_path = '/home/my_user/data/csv/my_file.csv');Example 2 - Using a custom local file server
Create a foreign table that accesses a local CSV file at path /home/my_user/data/csv/my_other_file.csv using the above my_csv_server object.
CREATE FOREIGN TABLE my_csv_table (first_name TEXT, last_name TEXT ENCODING NONE)
SERVER my_csv_server
WITH (file_path = 'my_other_file.csv');Example 3 - Using the custom server and duration property
Create a foreign table that accesses a remote Parquet file named my_parquet_file, referenced by my_parquet_server object, for which content could change every 2 days.
CREATE FOREIGN TABLE my_parquet_table (first_name TEXT, last_name TEXT ENCODING NONE)
SERVER my_parquet_server
WITH (file_path = 'my_parquet_file', refresh_interval = '2D');Example 4 - Using S3, custom S3 server, and the S3_Select option
CREATE FOREIGN TABLE my_s3_csv_table (first_name TEXT, last_name TEXT ENCODING NONE)
SERVER my_aws_server
WITH (s3_access_type = 's3_select',
file_path = 'my_csv_file',
refresh_update_type = 'append',
refresh_interval = '2D');Additional Foreign Table Options for the default_local_raster Data Wrapper
RASTER_TILE_WIDTH
Specifies the file/block width by which the raster data should be grouped. If none is specified, this will default to the block size provided by the file.
RASTER_TILE_HEIGHT
Specifies the file/block height by which the raster data should be grouped. If none is specified, this will default to the block size provided by the file.
RASTER_FILTER_BANDS
Equivalent to the raster_import_bands option used during raster import.
Allows specification of one or more band names to selectively import; useful in the context of large raster files where not all the bands are relevant. Bands are imported in the order provided, regardless of order in the file. You can rename bands using <bandname>=<newname>[,<bandname>=<newname,...>] Names must be those discovered by the detection process, including any suffixes for de-duplication.
RASTER_POINT_TRANSFORM
Equivalent to the raster_point_transform option used during raster import.
Specifies the processing for floating-point coordinate values: auto - Transform based on raster file type (world for geo, none for non-geo).
none - No affine or world-space conversion. Values will be equivalent to the integer pixel coordinates.
file - File-space affine transform only. Values will be in the file's coordinate system, if any (e.g. geospatial).
world - World-space geospatial transform. Values will be projected to WGS84 lon/lat (if the file has a geospatial SRID).
Note that this option requires correct column types to be specified when creating the table schema i.e. if raster_point_transform='none' then the point columns must be specified with integer types.
ALTER FOREIGN TABLE
Update properties of existing foreign tables.
Syntax
ALTER FOREIGN TABLE <table_name>
RENAME TO <new_table_name>
ALTER FOREIGN TABLE <table_name>
RENAME COLUMN <column_name> TO <new_column_name>
ALTER FOREIGN TABLE <table_name>
[ SET (<option> = <value> [, ... ] ) ]The following table options can be altered:
ALLOW_FILE_ROLL_OFF
BUFFER_SIZE
REFRESH_INTERVAL
REFRESH_START_DATE_TIME
REFRESH_TIMING_TYPE
REFRESH_UPDATE_TYPE
SQL_ORDER___BY
SQL_SELECT
Description
Allow users to update properties of existing foreign tables.
Parameters
table_name
The name of the foreign table to be updated.
new_table_name
The new name of the foreign table.
column_name
The column name to be updated.
new_column_name
The new name of the column.
Example - Change foreign table name
ALTER FOREIGN TABLE my_csv_table RENAME TO my_new_csv_table;Example - Change foreign table column name
ALTER FOREIGN TABLE my_csv_table RENAME COLUMN first_name TO full_name; Example - Change the foreign table update type
ALTER FOREIGN TABLE my_csv_table SET (REFRESH_UPDATE_TYPE=‘APPEND’);Example - Change the foreign table update schedule
ALTER FOREIGN TABLE my_csv_table
SET (REFRESH_TIMING_TYPE=‘SCHEDULED’,
REFRESH_START_DATE_TIME=‘2020-12-20 10:30’,
REFRESH_INTERVAL=‘1D’) ;DROP FOREIGN TABLE
Delete a foreign table.
Syntax
DROP FOREIGN TABLE [ IF EXISTS ] <table_name>;Description
Allows users to delete an existing foreign table.
Parameters
table_name
The name of the foreign table to be deleted.
Example: Delete my_csv_table
DROP FOREIGN TABLE my_csv_table;REFRESH FOREIGN TABLES
Refresh a foreign table.
Syntax
REFRESH FOREIGN TABLES <table_name>, <table_name> [ WITH ( <option> = <value> [, ... ] ) ];Description
Allows users to do an on-demand refresh of one or more foreign tables.
Options
EVICT
Indicate whether to evict all cached foreign table data while refreshing (TRUE) or not (FALSE).
Parameters
table_name
The name of the foreign table(s) to be refreshed.
User Mappings
A user mapping is an object that contains access credentials to an external datasource/foreign server. User mappings provide secure handling of user credentials when access to restricted external datasources or foreign servers is required. User mapping DDL commands can only be executed by super users or owners of referenced foreign servers. The following DDL commands are supported.
CREATE USER MAPPING
Create new user mappings.
Syntax
CREATE USER MAPPING [IF NOT EXISTS] FOR PUBLIC SERVER <server_name>
WITH ( <option> = <value> [, ... ] )Description
Allows users to create new user mappings. See related AWS documentation for information about AWS credentials.
Parameters
server_name
Name of the server the user mapping applies to.
S3 User Mapping Options
s3_access_key
AWS access key id for accessing S3 objects (see related documentation for more details). This is provided as an option and only applies to AWS S3 based servers (i.e. delimited_file_,_ parquet_file_,_ or regex_parsed_file data wrappers with storage_type of AWS_S3).
s3_secret_key
AWS secret access key for accessing S3 objects (see related documentation for more details). This is provided as an option and only applies to AWS S3 based servers (i.e. delimited_file_,_ parquet_file_,_ or regex_parsed_file data wrappers with storage_type of AWS_S3).
s3_session_token
AWS session token generated for accessing S3 objects using temporary credentials; see AWS documentation for more information. This option applies only to AWS S3-based servers (for example, delimited_file_,_ parquet_file_,_ or regex_parsed_file data wrappers with storage type AWS_S3).
AWS credentials that are configured on the server, such as IAM roles, can be used in place of user mappings. Enable this option with the allow-s3-server-privileges server configuration.
ODBC User Mapping Options
username
Username on the RDMS. This option only applies to user mappings that reference an odbc foreign server, which uses data_source_name.
password
Password credential for the RDMS. This option only applies to user mappings that reference an odbc foreign server, which uses data_source_name.
credential_string
A set of semicolon separated key=value pairs, which define the access credential parameters for an RDMS. For example, Username=username;Password=password. This option only applies to user mappings that reference an odbc foreign server, which uses connection_string.
Examples
Set up credentials for users to be able to query a foreign table (see related documentation for more details) that gets data from a previously created AWS S3 backed my_parquet_server,
CREATE USER MAPPING FOR PUBLIC SERVER my_parquet_server
WITH (aws_access_key_id = '1234', aws_secret_access_key = 'abcd');DELETE USER MAPPING
Delete existing user mappings.
Syntax
DROP USER MAPPING [IF NOT EXISTS] FOR PUBLIC SERVER <server_name>Description
Allows users to delete existing user mappings.
Parameters
server_name
Name of the server the user mapping applies to.
Examples
Delete user mapping that was setup for my_parquet_server.
DROP USER MAPPING FOR PUBLIC SERVER my_parquet_server;Last updated