`adbc_driver_manager`¶

Low-Level API¶

Low-level ADBC bindings for Python.

The root module provides a fairly direct, 1:1 mapping to the C API definitions in Python. For a higher-level interface, use adbc_driver_manager.dbapi. (This requires PyArrow.)

Constants & Enums¶

class adbc_driver_manager.AdbcStatusCode(value, names=<not given>, *values, module=None, qualname=None, type=None, start=1, boundary=None)¶

Bases: IntEnum

A status code indicating the type of error.

ALREADY_EXISTS = 4¶

CANCELLED = 11¶

INTEGRITY = 8¶

INTERNAL = 9¶

INVALID_ARGUMENT = 5¶

INVALID_DATA = 7¶

INVALID_STATE = 6¶

IO = 10¶

NOT_FOUND = 3¶

NOT_IMPLEMENTED = 2¶

OK = 0¶

TIMEOUT = 12¶

UNAUTHENTICATED = 13¶

UNAUTHORIZED = 14¶

UNKNOWN = 1¶

class adbc_driver_manager.GetObjectsDepth(value, names=<not given>, *values, module=None, qualname=None, type=None, start=1, boundary=None)¶

Bases: IntEnum

How much data to fetch for adbc_get_objects.

ALL = 0¶

CATALOGS = 1¶

COLUMNS = 0¶

DB_SCHEMAS = 2¶

TABLES = 3¶

class adbc_driver_manager.ConnectionOptions(value, names=<not given>, *values, module=None, qualname=None, type=None, start=1, boundary=None)¶

Bases: Enum

Connection options that are standardized between drivers.

Not all drivers support all options.

CURRENT_CATALOG = 'adbc.connection.catalog'¶: Get/set the current catalog.

CURRENT_DB_SCHEMA = 'adbc.connection.db_schema'¶: Get/set the current schema.

ISOLATION_LEVEL = 'adbc.connection.transaction.isolation_level'¶: Set the transaction isolation level.

class adbc_driver_manager.DatabaseOptions(value, names=<not given>, *values, module=None, qualname=None, type=None, start=1, boundary=None)¶

Bases: Enum

Database options that are standardized between drivers.

Not all drivers support all options.

PASSWORD = 'password'¶: Set the password to use for username-password authentication.

URI = 'uri'¶: The URI to connect to.

USERNAME = 'username'¶: Set the username to use for username-password authentication.

class adbc_driver_manager.StatementOptions(value, names=<not given>, *values, module=None, qualname=None, type=None, start=1, boundary=None)¶

Bases: Enum

Statement options that are standardized between drivers.

Not all drivers support all options.

INCREMENTAL = 'adbc.statement.exec.incremental'¶: Enable incremental execution on ExecutePartitions.

INGEST_MODE = 'adbc.ingest.mode'¶: For bulk ingestion, whether to create or append to the table.

INGEST_TARGET_CATALOG = 'adbc.ingest.target_catalog'¶: For bulk ingestion, the catalog to create/locate the table in. This API is EXPERIMENTAL.

INGEST_TARGET_DB_SCHEMA = 'adbc.ingest.target_db_schema'¶: For bulk ingestion, the schema to create/locate the table in. This API is EXPERIMENTAL.

INGEST_TARGET_TABLE = 'adbc.ingest.target_table'¶: For bulk ingestion, the table to ingest into.

INGEST_TEMPORARY = 'adbc.ingest.temporary'¶: For bulk ingestion, use a temporary table. This API is EXPERIMENTAL.

PROGRESS = 'adbc.statement.exec.progress'¶: Get progress of a query.

adbc_driver_manager.INGEST_OPTION_MODE¶: Whether to append to or create a new table for bulk ingestion.

adbc_driver_manager.INGEST_OPTION_MODE_APPEND¶: Append to the table for bulk ingestion.

adbc_driver_manager.INGEST_OPTION_MODE_CREATE¶: Create a new table for bulk ingestion.

adbc_driver_manager.INGEST_OPTION_TARGET_TABLE¶: The table to create/append to for bulk ingestion.

Classes¶

class adbc_driver_manager.AdbcConnection¶

Bases: _AdbcHandle

An active database connection.

Connections are not thread-safe and clients should take care to serialize accesses to a connection.

Parameters:

databaseAdbcDatabase: The database to connect to.
kwargsdict: String key-value options to pass to the underlying database.

Methods

`cancel`()	Attempt to cancel any ongoing operations on the connection.
`close`()	Release the handle to the connection.
`commit`()	Commit the current transaction.
`get_info`([info_codes])	Get metadata about the database/driver.
`get_objects`(depth[, catalog, db_schema, ...])	Get a hierarchical view of database objects.
`get_option`(key, *[, encoding, errors])	Get the value of a string option.
`get_option_bytes`(key)	Get the value of a binary option.
`get_option_float`(key)	Get the value of a floating-point option.
`get_option_int`(key)	Get the value of an integer option.
`get_table_schema`(catalog, db_schema, table_name)	Get the Arrow schema of a table.
`get_table_types`()	Get the list of supported table types.
`read_partition`(partition)	Fetch a single partition from execute_partitions.
`rollback`()	Rollback the current transaction.
`set_autocommit`(enabled)	Toggle whether autocommit is enabled.
`set_options`(**kwargs)	Set arbitrary key-value options.

cancel() → None¶: Attempt to cancel any ongoing operations on the connection.

close() → None¶: Release the handle to the connection.

commit() → None¶: Commit the current transaction.

get_info(info_codes=None) → ArrowArrayStreamHandle¶: Get metadata about the database/driver.

get_objects(depth, catalog=None, db_schema=None, table_name=None, table_types=None, column_name=None) → ArrowArrayStreamHandle¶: Get a hierarchical view of database objects.

get_option(key: str | bytes, *, encoding='utf-8', errors='strict') → str¶

Get the value of a string option.

Parameters:

keystr or bytes: The option to get.
encodingstr: The encoding of the option value. This should almost always be UTF-8.
errorsstr: What to do about errors when decoding the option value (see bytes.decode).

get_option_bytes(key: str) → bytes¶: Get the value of a binary option.

get_option_float(key: str) → float¶: Get the value of a floating-point option.

get_option_int(key: str) → int¶: Get the value of an integer option.

get_table_schema(catalog, db_schema, table_name) → ArrowSchemaHandle¶

Get the Arrow schema of a table.

Returns:

ArrowSchemaHandle: A C Data Interface ArrowSchema struct containing the schema.

get_table_types() → ArrowArrayStreamHandle¶: Get the list of supported table types.

read_partition(partition) → ArrowArrayStreamHandle¶: Fetch a single partition from execute_partitions.

rollback() → None¶: Rollback the current transaction.

set_autocommit(enabled) → None¶: Toggle whether autocommit is enabled.

set_options(**kwargs) → None¶

Set arbitrary key-value options.

Pass options as kwargs: set_options(**{"some.option": "value"}).

Note, not all drivers support setting options after creation.

DBAPI 2.0 API¶

PEP 249 (DB-API 2.0) API wrapper for the ADBC Driver Manager.

Resource Management¶

You must close() Connection and Cursor objects, or else driver resources may be leaked. A __del__ is implemented as a fallback, but Python does not guarantee the timing of when this is called. For development, __del__ will raise a ResourceWarning when running under pytest, or when the environment variable _ADBC_DRIVER_MANAGER_WARN_UNCLOSED_RESOURCE is set to 1.

Constants & Enums¶

adbc_driver_manager.dbapi.apilevel = '2.0'¶: The DB-API API level (2.0).

adbc_driver_manager.dbapi.paramstyle = 'qmark'¶: The parameter style (qmark). This is hardcoded, but actually depends on the driver.

adbc_driver_manager.dbapi.threadsafety = 1¶: The thread safety level (connections may not be shared).

adbc_driver_manager.dbapi.Date = <class 'datetime.date'>¶: The type for date values.

adbc_driver_manager.dbapi.Time = <class 'datetime.time'>¶: The type for time values.

adbc_driver_manager.dbapi.Timestamp(year, month, day[, hour[, minute[, second[, microsecond[, tzinfo]]]]]) = <class 'datetime.datetime'>¶: The type for timestamp values.

adbc_driver_manager.dbapi.BINARY = frozenset({14, 35})¶: The type of binary columns.

adbc_driver_manager.dbapi.DATETIME = frozenset({16, 17, 18, 19, 20})¶: The type of datetime columns.

adbc_driver_manager.dbapi.NUMBER = frozenset({2, 3, 4, 5, 6, 7, 8, 9, 11, 12})¶: The type of numeric columns.

adbc_driver_manager.dbapi.ROWID = frozenset({9})¶: The type of “row ID” columns.

adbc_driver_manager.dbapi.STRING = frozenset({13, 34})¶: The type of string columns.

Functions¶

adbc_driver_manager.dbapi.connect(*, driver: str, entrypoint: str | None = None, db_kwargs: Dict[str, str] | None = None, conn_kwargs: Dict[str, str] | None = None, autocommit=False) → Connection¶

Connect to a database via ADBC.

Parameters:

driver: The driver name. For example, “adbc_driver_sqlite” will attempt to load libadbc_driver_sqlite.so on Linux systems, libadbc_driver_sqlite.dylib on MacOS, and adbc_driver_sqlite.dll on Windows. This may also be a path to the library to load.
entrypoint: The driver-specific entrypoint, if different than the default.
db_kwargs: Key-value parameters to pass to the driver to initialize the database.
conn_kwargs: Key-value parameters to pass to the driver to initialize the connection.
autocommit: Whether to enable autocommit. For compliance with DB-API, this is disabled by default. A warning will be emitted if it cannot be disabled.

adbc_driver_manager.dbapi.DateFromTicks(ticks: int) → date¶: Construct a date value from a count of seconds.

adbc_driver_manager.dbapi.TimeFromTicks(ticks: int) → time¶: Construct a time value from a count of seconds.

adbc_driver_manager.dbapi.TimestampFromTicks(ticks: int) → datetime¶: Construct a timestamp value from a count of seconds.

Classes¶

class adbc_driver_manager.dbapi.Connection(db: AdbcDatabase | _SharedDatabase, conn: AdbcConnection, conn_kwargs: Dict[str, str] | None = None, *, autocommit=False)¶

Bases: _Closeable

A DB-API 2.0 (PEP 249) connection.

Do not create this object directly; use connect().

Attributes:

adbc_connection: Get the underlying ADBC connection.
adbc_current_catalog: The name of the current catalog.
adbc_current_db_schema: The name of the current schema.
adbc_database: Get the underlying ADBC database.

Methods

`adbc_cancel`()	Cancel any ongoing operations on this connection.
`adbc_clone`()	Create a new Connection sharing the same underlying database.
`adbc_get_info`()	Get metadata about the database and driver.
`adbc_get_objects`(*[, depth, catalog_filter, ...])	List catalogs, schemas, tables, etc.
`adbc_get_table_schema`(table_name, *[, ...])	Get the Arrow schema of a table by name.
`adbc_get_table_types`()	List the types of tables that the server knows about.
`close`()	Close the connection.
`commit`()	Explicitly commit.
`cursor`()	Create a new cursor for querying the database.
`rollback`()	Explicitly rollback.

adbc_cancel() → None¶

Cancel any ongoing operations on this connection.

Notes

This is an extension and not part of the DBAPI standard.

adbc_clone() → Connection¶

Create a new Connection sharing the same underlying database.

Notes

This is an extension and not part of the DBAPI standard.

property adbc_connection: AdbcConnection¶

Get the underlying ADBC connection.

Notes

This is an extension and not part of the DBAPI standard.

property adbc_current_catalog: str¶

The name of the current catalog.

Notes

This is an extension and not part of the DBAPI standard.

property adbc_current_db_schema: str¶

The name of the current schema.

Notes

This is an extension and not part of the DBAPI standard.

property adbc_database: AdbcDatabase¶

Get the underlying ADBC database.

Notes

This is an extension and not part of the DBAPI standard.

adbc_get_info() → Dict[str | int, Any]¶

Get metadata about the database and driver.

Notes

This is an extension and not part of the DBAPI standard.

adbc_get_objects(*, depth: Literal['all', 'catalogs', 'db_schemas', 'tables', 'columns'] = 'all', catalog_filter: str | None = None, db_schema_filter: str | None = None, table_name_filter: str | None = None, table_types_filter: List[str] | None = None, column_name_filter: str | None = None) → RecordBatchReader¶

List catalogs, schemas, tables, etc. in the database.

Parameters:

depth: What objects to return info on.
catalog_filter: An optional filter on the catalog names returned.
db_schema_filter: An optional filter on the database schema names returned.
table_name_filter: An optional filter on the table names returned.
table_types_filter: An optional list of types of tables returned.
column_name_filter: An optional filter on the column names returned.

Notes

This is an extension and not part of the DBAPI standard.

adbc_get_table_schema(table_name: str, *, catalog_filter: str | None = None, db_schema_filter: str | None = None) → Schema¶

Get the Arrow schema of a table by name.

Parameters:

table_name: The table to get the schema of.
catalog_filter: An optional filter on the catalog name of the table.
db_schema_filter: An optional filter on the database schema name of the table.

Notes

This is an extension and not part of the DBAPI standard.

adbc_get_table_types() → List[str]¶

List the types of tables that the server knows about.

Notes

This is an extension and not part of the DBAPI standard.

close() → None¶: Close the connection.

Warning

Failure to close a connection may leak memory or database connections.

commit() → None¶: Explicitly commit.

cursor() → Cursor¶: Create a new cursor for querying the database.

rollback() → None¶: Explicitly rollback.

class adbc_driver_manager.dbapi.Cursor(conn: Connection)¶

Bases: _Closeable

A DB-API 2.0 (PEP 249) cursor.

Do not create this object directly; use Connection.cursor().

Attributes:

adbc_statement: Get the underlying ADBC statement.
arraysize: The number of rows to fetch at a time with fetchmany().
connection: Get the connection associated with this cursor.
description: The schema of the result set.
rowcount: Get the row count of the result set, or -1 if not known.
rownumber: Get the current row number, or None if not applicable.

Methods

`adbc_cancel`()	Cancel any ongoing operations on this statement.
`adbc_execute_partitions`(operation[, parameters])	Execute a query and get the partitions of a distributed result set.
`adbc_execute_schema`(operation[, parameters])	Get the schema of the result set of a query without executing it.
`adbc_ingest`(table_name, data[, mode, ...])	Ingest Arrow data into a database table.
`adbc_prepare`(operation)	Prepare a query without executing it.
`adbc_read_partition`(partition)	Read a partition of a distributed result set.
`callproc`(procname, parameters)	Call a stored procedure (not supported).
`close`()	Close the cursor and free resources.
`execute`(operation[, parameters])	Execute a query.
`executemany`(operation, seq_of_parameters)	Execute a query with multiple parameter sets.
`executescript`(operation)	Execute multiple statements.
`fetch_arrow_table`()	Fetch all rows of the result as a PyArrow Table.
`fetch_df`()	Fetch all rows of the result as a Pandas DataFrame.
`fetch_record_batch`()	Fetch the result as a PyArrow RecordBatchReader.
`fetchall`()	Fetch all rows of the result.
`fetchallarrow`()	Fetch all rows of the result as a PyArrow Table.
`fetchmany`([size])	Fetch some rows of the result.
`fetchone`()	Fetch one row of the result.
`next`()	Fetch the next row, or raise StopIteration.
`nextset`()	Move to the next available result set (not supported).
`setinputsizes`(sizes)	Preallocate memory for the parameters (no-op).
`setoutputsize`(size[, column])	Preallocate memory for the result set (no-op).

adbc_cancel() → None¶

Cancel any ongoing operations on this statement.

Notes

This is an extension and not part of the DBAPI standard.

adbc_execute_partitions(operation, parameters=None) → Tuple[List[bytes], Schema]¶

Execute a query and get the partitions of a distributed result set.

Returns:

partitionslist of byte: A list of partition descriptors, which can be read with read_partition.
schemapyarrow.Schema or None: The schema of the result set. May be None if incremental query execution is enabled and the server has not returned a schema.

Notes

This is an extension and not part of the DBAPI standard.

adbc_execute_schema(operation, parameters=None) → Schema¶

Get the schema of the result set of a query without executing it.

Returns:

pyarrow.Schema: The schema of the result set.

Notes

This is an extension and not part of the DBAPI standard.

adbc_ingest(table_name: str, data: RecordBatch | Table | RecordBatchReader, mode: Literal['append', 'create', 'replace', 'create_append'] = 'create', *, catalog_name: str | None = None, db_schema_name: str | None = None, temporary: bool = False) → int¶

Ingest Arrow data into a database table.

Depending on the driver, this can avoid per-row overhead that would result from a typical prepare-bind-insert loop.

Parameters:

table_name

The table to insert into.

data

The Arrow data to insert. This can be a pyarrow RecordBatch, Table or RecordBatchReader, or any Arrow-compatible data that implements the Arrow PyCapsule Protocol (i.e. has an __arrow_c_array__ or __arrow_c_stream__ method).

mode

How to deal with existing data:

‘append’: append to a table (error if table does not exist)
‘create’: create a table and insert (error if table exists)
‘create_append’: create a table (if not exists) and insert
‘replace’: drop existing table (if any), then same as ‘create’

catalog_name

If given, the catalog to create/locate the table in. This API is EXPERIMENTAL.

db_schema_name

If given, the schema to create/locate the table in. This API is EXPERIMENTAL.

temporary

Whether to ingest to a temporary table or not. Most drivers will not support setting this along with catalog_name and/or db_schema_name. This API is EXPERIMENTAL.

Returns:

int: The number of rows inserted, or -1 if the driver cannot provide this information.

Notes

This is an extension and not part of the DBAPI standard.

adbc_prepare(operation: bytes | str) → Schema | None¶

Prepare a query without executing it.

To execute the query afterwards, call execute() or executemany() with the same query. This will not prepare the query a second time.

Returns:

pyarrow.Schema or None: The schema of the bind parameters, or None if the schema could not be determined.

Notes

This is an extension and not part of the DBAPI standard.

adbc_read_partition(partition: bytes) → None¶

Read a partition of a distributed result set.

Notes

This is an extension and not part of the DBAPI standard.

property adbc_statement: AdbcStatement¶

Get the underlying ADBC statement.

Notes

This is an extension and not part of the DBAPI standard.

property arraysize: int¶: The number of rows to fetch at a time with fetchmany().

callproc(procname, parameters)¶: Call a stored procedure (not supported).

close()¶: Close the cursor and free resources.

property connection: Connection¶

Get the connection associated with this cursor.

This is an optional DB-API extension.

property description: List[tuple] | None¶: The schema of the result set.

execute(operation: bytes | str, parameters=None) → None¶

Execute a query.

Parameters:

operationbytes or str: The query to execute. Pass SQL queries as strings, (serialized) Substrait plans as bytes.
parameters: Parameters to bind. Can be a Python sequence (to provide a single set of parameters), or an Arrow record batch, table, or record batch reader (to provide multiple parameters, which will each be bound in turn).

executemany(operation: bytes | str, seq_of_parameters) → None¶

Execute a query with multiple parameter sets.

This method does not generate a result set.

Parameters:

operationbytes or str: The query to execute. Pass SQL queries as strings, (serialized) Substrait plans as bytes.
seq_of_parameters: Parameters to bind. Can be a list of Python sequences, or an Arrow record batch, table, or record batch reader. If None, then the query will be executed once, else it will be executed once per row.

executescript(operation: str) → None¶

Execute multiple statements.

If there is a pending transaction, commits first.

Notes

This is an extension and not part of the DBAPI standard.

fetch_arrow_table() → Table¶

Fetch all rows of the result as a PyArrow Table.

This implements a similar API as DuckDB.

Notes

This is an extension and not part of the DBAPI standard.

fetch_df() → pandas.DataFrame¶

Fetch all rows of the result as a Pandas DataFrame.

This implements a similar API as DuckDB.

Notes

This is an extension and not part of the DBAPI standard.

fetch_record_batch() → RecordBatchReader¶

Fetch the result as a PyArrow RecordBatchReader.

This implements a similar API as DuckDB: https://duckdb.org/docs/guides/python/export_arrow.html#export-as-a-recordbatchreader

Notes

This is an extension and not part of the DBAPI standard.

fetchall() → List[tuple]¶: Fetch all rows of the result.

fetchallarrow() → Table¶

Fetch all rows of the result as a PyArrow Table.

This implements a similar API as turbodbc.

Notes

This is an extension and not part of the DBAPI standard.

fetchmany(size: int | None = None) → List[tuple]¶: Fetch some rows of the result.

fetchone() → tuple | None¶: Fetch one row of the result.

next()¶: Fetch the next row, or raise StopIteration.

nextset()¶: Move to the next available result set (not supported).

property rowcount: int¶: Get the row count of the result set, or -1 if not known.

property rownumber: int | None¶: Get the current row number, or None if not applicable.

setinputsizes(sizes)¶: Preallocate memory for the parameters (no-op).

setoutputsize(size, column=None)¶: Preallocate memory for the result set (no-op).

Internals¶

Do not use these directly.

class adbc_driver_manager._lib._AdbcHandle¶

Bases: object

Base class for ADBC handles, which are context managers.

class adbc_driver_manager.dbapi._Closeable¶

Bases: ABC

Base class providing context manager interface.

class adbc_driver_manager.dbapi._SharedDatabase(db: AdbcDatabase)¶

Bases: _Closeable

A holder for a shared AdbcDatabase.

Exceptions¶

exception adbc_driver_manager.DatabaseError(message, *, status_code, vendor_code=None, sqlstate=None, details=None)¶

Bases: Error

Errors related to the database.

exception adbc_driver_manager.DataError(message, *, status_code, vendor_code=None, sqlstate=None, details=None)¶

Bases: DatabaseError

Errors related to processed data.

exception adbc_driver_manager.Error(message, *, status_code, vendor_code=None, sqlstate=None, details=None)¶

Bases: Exception

PEP 249-compliant base exception class.

Attributes:

status_codeAdbcStatusCode: The original ADBC status code.
vendor_codeint, optional: A vendor-specific status code if present.
sqlstatestr, optional: The SQLSTATE code if present.
detailslist[tuple[str, bytes]], optional: Additional error details, if present.

exception adbc_driver_manager.IntegrityError(message, *, status_code, vendor_code=None, sqlstate=None, details=None)¶

Bases: DatabaseError

Errors related to relational integrity.

exception adbc_driver_manager.InterfaceError(message, *, status_code, vendor_code=None, sqlstate=None, details=None)¶

Bases: Error

Errors related to the database interface.

exception adbc_driver_manager.InternalError(message, *, status_code, vendor_code=None, sqlstate=None, details=None)¶

Bases: DatabaseError

Errors related to database-internal errors.

exception adbc_driver_manager.NotSupportedError(message, *, vendor_code=None, sqlstate=None, details=None)¶

Bases: DatabaseError

An operation or some functionality is not supported.

exception adbc_driver_manager.OperationalError(message, *, status_code, vendor_code=None, sqlstate=None, details=None)¶

Bases: DatabaseError

Errors related to database operation, not under user control.

exception adbc_driver_manager.ProgrammingError(message, *, status_code, vendor_code=None, sqlstate=None, details=None)¶

Bases: DatabaseError

Errors related to user errors.

exception adbc_driver_manager.Warning¶

Bases: UserWarning

PEP 249-compliant base warning class.

`bind`(data[, schema])	Bind an ArrowArray to this statement.
`bind_stream`(stream)	Bind an ArrowArrayStream to this statement.
`cancel`()	Attempt to cancel any ongoing operations on the connection.
`close`()	Release the handle to the statement.
`execute_partitions`()	Execute the query and get the partitions of the result set.
`execute_query`()	Execute the query and get the result set.
`execute_schema`()	Get the schema of the result set without executing the query.
`execute_update`()	Execute the query without a result set.
`get_option`(key, *[, encoding, errors])	Get the value of a string option.
`get_option_bytes`(key)	Get the value of a binary option.
`get_option_float`(key)	Get the value of a floating-point option.
`get_option_int`(key)	Get the value of an integer option.
`get_parameter_schema`()	Get the Arrow schema for bound parameters.
`prepare`()	Turn this statement into a prepared statement.
`set_options`(**kwargs)	Set arbitrary key-value options for this statement only.
`set_sql_query`(query)	Set a SQL query to be executed.
`set_substrait_plan`(plan)	Set a Substrait plan to be executed.

`close`()	Release the handle to the database.
`get_option`(key, *[, encoding, errors])	Get the value of a string option.
`get_option_bytes`(key)	Get the value of a binary option.
`get_option_float`(key)	Get the value of a floating-point option.
`get_option_int`(key)	Get the value of an integer option.
`set_options`(**kwargs)	Set arbitrary key-value options.

adbc_driver_manager¶

Low-Level API¶

Constants & Enums¶

Classes¶

DBAPI 2.0 API¶

Resource Management¶

Constants & Enums¶

Functions¶

Classes¶

Internals¶

Exceptions¶

`adbc_driver_manager`¶