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.. Licensed to the Apache Software Foundation (ASF) under one | ||
or more contributor license agreements. See the NOTICE file | ||
distributed with this work for additional information | ||
regarding copyright ownership. The ASF licenses this file | ||
to you under the Apache License, Version 2.0 (the | ||
"License"); you may not use this file except in compliance | ||
with the License. You may obtain a copy of the License at | ||
.. http://www.apache.org/licenses/LICENSE-2.0 | ||
.. Unless required by applicable law or agreed to in writing, | ||
software distributed under the License is distributed on an | ||
"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
KIND, either express or implied. See the License for the | ||
specific language governing permissions and limitations | ||
under the License. | ||
SQL Dialects | ||
============= | ||
|
||
The :class:`~airflow.providers.common.sql.dialects.dialect.Dialect` offers an abstraction layer between the | ||
:class:`~airflow.providers.common.sql.hooks.sql.DbApiHook` implementation and the database. For some database multiple | ||
connection types are available, like native, ODBC and or JDBC. As the :class:`~airflow.providers.odbc.hooks.odbc.OdbcHook` | ||
and the :class:`~airflow.providers.jdbc.hooks.jdbc.JdbcHook` are generic hooks which allows you to interact with any | ||
database that has a driver for it, it needed an abstraction layer which allows us to run specialized queries | ||
depending of the database to which we connect and that's why dialects where introduced. | ||
|
||
The default :class:`~airflow.providers.common.sql.dialects.dialect.Dialect` class has following operations | ||
available which underneath use SQLAlchemy to execute, but can be overloaded with specialized implementations | ||
per database: | ||
|
||
- ``placeholder`` specifies the database specific placeholder used in prepared statements (default: ``%s``); | ||
- ``inspector`` returns the SQLAlchemy inspector which allows us to retrieve database metadata; | ||
- ``extract_schema_from_table`` allows us to extract the schema name from a string. | ||
- ``get_column_names`` returns the column names for the given table and schema (optional) using the SQLAlchemy inspector. | ||
- ``get_primary_keys`` returns the primary keys for the given table and schema (optional) using the SQLAlchemy inspector. | ||
- ``get_target_fields`` returns the columns names that aren't identity or auto incremented columns, this will be used by the insert_rows method of the :class:`~airflow.providers.common.sql.hooks.sql.DbApiHook` if the target_fields parameter wasn't specified and the Airflow property ``core.dbapihook_resolve_target_fields`` is set to True (default: False). | ||
- ``reserved_words`` returns the reserved words in SQL for the target database using the SQLAlchemy inspector. | ||
- ``generate_insert_sql`` generates the insert SQL statement for the target database. | ||
- ``generate_replace_sql`` generates the upsert SQL statement for the target database. | ||
|
||
At the moment there are only 3 dialects available: | ||
|
||
- ``default`` :class:`~airflow.providers.common.sql.dialects.dialect.Dialect` reuses the generic functionality that was already available in the :class:`~airflow.providers.common.sql.hooks.sql.DbApiHook`; | ||
- ``mssql`` :class:`~airflow.providers.microsoft.mssql.dialects.mssql.MsSqlDialect` specialized for Microsoft SQL Server; | ||
- ``postgresql`` :class:`~airflow.providers.postgres.dialects.postgres.PostgresDialect` specialized for PostgreSQL; | ||
|
||
The dialect to be used will be derived from the connection string, which sometimes won't be possible. There is always | ||
the possibility to specify the dialect name through the extra options of the connection: | ||
|
||
.. code-block:: | ||
dialect_name: 'mssql' | ||
If a specific dialect isn't available for a database, the default one will be used, same when a non-existing dialect name is specified. |
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docs/apache-airflow-providers-microsoft-mssql/dialects.rst
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@@ -0,0 +1,55 @@ | ||
.. Licensed to the Apache Software Foundation (ASF) under one | ||
or more contributor license agreements. See the NOTICE file | ||
distributed with this work for additional information | ||
regarding copyright ownership. The ASF licenses this file | ||
to you under the Apache License, Version 2.0 (the | ||
"License"); you may not use this file except in compliance | ||
with the License. You may obtain a copy of the License at | ||
.. http://www.apache.org/licenses/LICENSE-2.0 | ||
.. Unless required by applicable law or agreed to in writing, | ||
software distributed under the License is distributed on an | ||
"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
KIND, either express or implied. See the License for the | ||
specific language governing permissions and limitations | ||
under the License. | ||
SQL Dialects | ||
============= | ||
|
||
The :class:`~airflow.providers.common.sql.dialects.dialect.Dialect` offers an abstraction layer between the | ||
:class:`~airflow.providers.common.sql.hooks.sql.DbApiHook` implementation and the database. For some database multiple | ||
connection types are available, like native, ODBC and or JDBC. As the :class:`~airflow.providers.odbc.hooks.odbc.OdbcHook` | ||
and the :class:`~airflow.providers.jdbc.hooks.jdbc.JdbcHook` are generic hooks which allows you to interact with any | ||
database that has a driver for it, it needed an abstraction layer which allows us to run specialized queries | ||
depending of the database to which we connect and that's why dialects where introduced. | ||
|
||
The default :class:`~airflow.providers.common.sql.dialects.dialect.Dialect` class has following operations | ||
available which underneath use SQLAlchemy to execute, but can be overloaded with specialized implementations | ||
per database: | ||
|
||
- ``placeholder`` specifies the database specific placeholder used in prepared statements (default: ``%s``); | ||
- ``inspector`` returns the SQLAlchemy inspector which allows us to retrieve database metadata; | ||
- ``extract_schema_from_table`` allows us to extract the schema name from a string. | ||
- ``get_column_names`` returns the column names for the given table and schema (optional) using the SQLAlchemy inspector. | ||
- ``get_primary_keys`` returns the primary keys for the given table and schema (optional) using the SQLAlchemy inspector. | ||
- ``get_target_fields`` returns the columns names that aren't identity or auto incremented columns, this will be used by the insert_rows method of the :class:`~airflow.providers.common.sql.hooks.sql.DbApiHook` if the target_fields parameter wasn't specified and the Airflow property ``core.dbapihook_resolve_target_fields`` is set to True (default: False). | ||
- ``reserved_words`` returns the reserved words in SQL for the target database using the SQLAlchemy inspector. | ||
- ``generate_insert_sql`` generates the insert SQL statement for the target database. | ||
- ``generate_replace_sql`` generates the upsert SQL statement for the target database. | ||
|
||
At the moment there are only 3 dialects available: | ||
|
||
- ``default`` :class:`~airflow.providers.common.sql.dialects.dialect.Dialect` reuses the generic functionality that was already available in the :class:`~airflow.providers.common.sql.hooks.sql.DbApiHook`; | ||
- ``mssql`` :class:`~airflow.providers.microsoft.mssql.dialects.mssql.MsSqlDialect` specialized for Microsoft SQL Server; | ||
- ``postgresql`` :class:`~airflow.providers.postgres.dialects.postgres.PostgresDialect` specialized for PostgreSQL; | ||
|
||
The dialect to be used will be derived from the connection string, which sometimes won't be possible. There is always | ||
the possibility to specify the dialect name through the extra options of the connection: | ||
|
||
.. code-block:: | ||
dialect_name: 'mssql' | ||
If a specific dialect isn't available for a database, the default one will be used, same when a non-existing dialect name is specified. |
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,55 @@ | ||
.. Licensed to the Apache Software Foundation (ASF) under one | ||
or more contributor license agreements. See the NOTICE file | ||
distributed with this work for additional information | ||
regarding copyright ownership. The ASF licenses this file | ||
to you under the Apache License, Version 2.0 (the | ||
"License"); you may not use this file except in compliance | ||
with the License. You may obtain a copy of the License at | ||
.. http://www.apache.org/licenses/LICENSE-2.0 | ||
.. Unless required by applicable law or agreed to in writing, | ||
software distributed under the License is distributed on an | ||
"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
KIND, either express or implied. See the License for the | ||
specific language governing permissions and limitations | ||
under the License. | ||
SQL Dialects | ||
============= | ||
|
||
The :class:`~airflow.providers.common.sql.dialects.dialect.Dialect` offers an abstraction layer between the | ||
:class:`~airflow.providers.common.sql.hooks.sql.DbApiHook` implementation and the database. For some database multiple | ||
connection types are available, like native, ODBC and or JDBC. As the :class:`~airflow.providers.odbc.hooks.odbc.OdbcHook` | ||
and the :class:`~airflow.providers.jdbc.hooks.jdbc.JdbcHook` are generic hooks which allows you to interact with any | ||
database that has a driver for it, it needed an abstraction layer which allows us to run specialized queries | ||
depending of the database to which we connect and that's why dialects where introduced. | ||
|
||
The default :class:`~airflow.providers.common.sql.dialects.dialect.Dialect` class has following operations | ||
available which underneath use SQLAlchemy to execute, but can be overloaded with specialized implementations | ||
per database: | ||
|
||
- ``placeholder`` specifies the database specific placeholder used in prepared statements (default: ``%s``); | ||
- ``inspector`` returns the SQLAlchemy inspector which allows us to retrieve database metadata; | ||
- ``extract_schema_from_table`` allows us to extract the schema name from a string. | ||
- ``get_column_names`` returns the column names for the given table and schema (optional) using the SQLAlchemy inspector. | ||
- ``get_primary_keys`` returns the primary keys for the given table and schema (optional) using the SQLAlchemy inspector. | ||
- ``get_target_fields`` returns the columns names that aren't identity or auto incremented columns, this will be used by the insert_rows method of the :class:`~airflow.providers.common.sql.hooks.sql.DbApiHook` if the target_fields parameter wasn't specified and the Airflow property ``core.dbapihook_resolve_target_fields`` is set to True (default: False). | ||
- ``reserved_words`` returns the reserved words in SQL for the target database using the SQLAlchemy inspector. | ||
- ``generate_insert_sql`` generates the insert SQL statement for the target database. | ||
- ``generate_replace_sql`` generates the upsert SQL statement for the target database. | ||
|
||
At the moment there are only 3 dialects available: | ||
|
||
- ``default`` :class:`~airflow.providers.common.sql.dialects.dialect.Dialect` reuses the generic functionality that was already available in the :class:`~airflow.providers.common.sql.hooks.sql.DbApiHook`; | ||
- ``mssql`` :class:`~airflow.providers.microsoft.mssql.dialects.mssql.MsSqlDialect` specialized for Microsoft SQL Server; | ||
- ``postgresql`` :class:`~airflow.providers.postgres.dialects.postgres.PostgresDialect` specialized for PostgreSQL; | ||
|
||
The dialect to be used will be derived from the connection string, which sometimes won't be possible. There is always | ||
the possibility to specify the dialect name through the extra options of the connection: | ||
|
||
.. code-block:: | ||
dialect_name: 'mssql' | ||
If a specific dialect isn't available for a database, the default one will be used, same when a non-existing dialect name is specified. |
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