Skip to main content

sql_raw input

Executes a select query and creates a message for each row received.

# Common config fields, showing default values
input:
  label: ""
  sql_raw:
    driver: "" # No default (required)
    dsn: "" # No default (required)
    query: "" # No default (required)
    args_mapping: "" # No default (optional)
    auto_replay_nacks: true

Once the rows from the query are exhausted this input shuts down, allowing the pipeline to gracefully terminate (or the next input in a sequence to execute).

Examples​

Consumes an SQL table using a query as an input.​

Here we perform an aggregate over a list of names in a table that are less than 3600 seconds old.

input:
  sql_raw:
    driver: postgres
    dsn: postgres://foouser:foopass@localhost:5432/testdb?sslmode=disable
    query: "SELECT name, count(*) FROM person WHERE last_updated < $1 GROUP BY name;"
    args_mapping: |
      root = [
        now().ts_unix() - 3600
      ]

Fields​

driver​

A database driver to use.

Type: string

Options: mysql, postgres, pgx, clickhouse, mssql, sqlite, oracle, snowflake, trino, gocosmos, spanner, databricks

dsn​

A Data Source Name to identify the target database.

==== Drivers

The following is a list of supported drivers, their placeholder style, and their respective DSN formats:

|=== | Driver | Data Source Name Format

| clickhouse | [clickhouse://[username[:password\](https://github.com/ClickHouse/clickhouse-go#dsn)@\][netloc\][:port\]/dbname[?param1=value1&...&paramN=valueN\]^]

| mysql | [username[:password]@][protocol[(address)]]/dbname[?param1=value1&...&paramN=valueN]

| postgres and pgx | postgres://[user[:password]@][netloc][:port][/dbname][?param1=value1&...]

| mssql | sqlserver://[user[:password]@][netloc][:port][?database=dbname&param1=value1&...]

| sqlite | file:/path/to/filename.db[?param&=value1&...]

| oracle | oracle://[username[:password]@][netloc][:port]/service_name?server=server2&server=server3

| snowflake | username[:password]@account_identifier/dbname/schemaname[?param1=value&...&paramN=valueN]

| trino | [http[s\](https://github.com/trinodb/trino-go-client#dsn-data-source-name)://user[:pass\]@host[:port\][?parameters\]^]

| gocosmos | [AccountEndpoint=<cosmosdb-endpoint>;AccountKey=<cosmosdb-account-key>[;TimeoutMs=<timeout-in-ms>\](https://pkg.go.dev/github.com/microsoft/gocosmos#readme-example-usage)[;Version=<cosmosdb-api-version>\][;DefaultDb/Db=<db-name>\][;AutoId=<true/false>\][;InsecureSkipVerify=<true/false>\]^]

| spanner | projects/[PROJECT]/instances/[INSTANCE]/databases/[DATABASE]

| databricks | token:<access-token>@<server-hostname>:<port>/<http-path> |===

Please note that the postgres and pgx drivers enforce SSL by default, you can override this with the parameter sslmode=disable if required. The pgx driver is an alternative to the standard postgres (pq) driver and comes with extra functionality such as support for array insertion.

The snowflake driver supports multiple DSN formats. Please consult the docs for more details. For key pair authentication, the DSN has the following format: <snowflake_user>@<snowflake_account>/<db_name>/<schema_name>?warehouse=<warehouse>&role=<role>&authenticator=snowflake_jwt&privateKey=<base64_url_encoded_private_key>, where the value for the privateKey parameter can be constructed from an unencrypted RSA private key file rsa_key.p8 using openssl enc -d -base64 -in rsa_key.p8 | basenc --base64url -w0 (you can use gbasenc instead of basenc on OSX if you install coreutils via Homebrew). If you have a password-encrypted private key, you can decrypt it using openssl pkcs8 -in rsa_key_encrypted.p8 -out rsa_key.p8. Also, make sure fields such as the username are URL-encoded.

The gocosmos driver is still experimental, but it has support for hierarchical partition keys as well as cross-partition queries. Please refer to the SQL notes for details.

Type: string

query​

The query to execute. The style of placeholder to use depends on the driver, some drivers require question marks (?) whereas others expect incrementing dollar signs ($1, $2, and so on) or colons (:1, :2 and so on). The style to use is outlined in this table:

DriverPlaceholder Style
clickhouseDollar sign
mysqlQuestion mark
postgresDollar sign
pgxDollar sign
mssqlQuestion mark
sqliteQuestion mark
oracleColon
snowflakeQuestion mark
trinoQuestion mark
gocosmosColon

Type: string

args_mapping​

An optional Bloblang mapping which should evaluate to an array of values matching in size to the number of placeholder arguments in the field query.

Type: string

auto_replay_nacks​

Whether messages that are rejected (nacked) at the output level should be automatically replayed indefinitely, eventually resulting in back pressure if the cause of the rejections is persistent. If set to false these messages will instead be deleted. Disabling auto replays can greatly improve memory efficiency of high throughput streams as the original shape of the data can be discarded immediately upon consumption and mutation.

Type: bool
Default: true

init_files​

An optional list of file paths containing SQL statements to execute immediately upon the first connection to the target database. This is a useful way to initialise tables before processing data. Glob patterns are supported, including super globs (double star).

Care should be taken to ensure that the statements are idempotent, and therefore would not cause issues when run multiple times after service restarts. If both init_statement and init_files are specified the init_statement is executed after the init_files.

If a statement fails for any reason a warning log will be emitted but the operation of this component will not be stopped.

Type: array of string

init_statement​

An optional SQL statement to execute immediately upon the first connection to the target database. This is a useful way to initialise tables before processing data. Care should be taken to ensure that the statement is idempotent, and therefore would not cause issues when run multiple times after service restarts.

If both init_statement and init_files are specified the init_statement is executed after the init_files.

If the statement fails for any reason a warning log will be emitted but the operation of this component will not be stopped.

Type: string

conn_max_idle_time​

An optional maximum amount of time a connection may be idle. Expired connections may be closed lazily before reuse. If value <= 0, connections are not closed due to a connections idle time.

Type: string

conn_max_life_time​

An optional maximum amount of time a connection may be reused. Expired connections may be closed lazily before reuse. If value <= 0, connections are not closed due to a connections age.

Type: string

conn_max_idle​

An optional maximum number of connections in the idle connection pool. If conn_max_open is greater than 0 but less than the new conn_max_idle, then the new conn_max_idle will be reduced to match the conn_max_open limit. If value <= 0, no idle connections are retained. The default max idle connections is currently 2. This may change in a future release.

Type: int
Default: 2

conn_max_open​

An optional maximum number of open connections to the database. If conn_max_idle is greater than 0 and the new conn_max_open is less than conn_max_idle, then conn_max_idle will be reduced to match the new conn_max_open limit. If value <= 0, then there is no limit on the number of open connections. The default is 0 (unlimited).

Type: int