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Add support for Salesforce bulk api (apache#24473)
* add support for Salesforce bulk api
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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. | ||
from typing import TYPE_CHECKING, Optional | ||
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from airflow.models import BaseOperator | ||
from airflow.providers.salesforce.hooks.salesforce import SalesforceHook | ||
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if TYPE_CHECKING: | ||
from airflow.utils.context import Context | ||
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class SalesforceBulkOperator(BaseOperator): | ||
""" | ||
Execute a Salesforce Bulk API and pushes results to xcom. | ||
.. seealso:: | ||
For more information on how to use this operator, take a look at the guide: | ||
:ref:`howto/operator:SalesforceBulkOperator` | ||
:param operation: Bulk operation to be performed | ||
Available operations are in ['insert', 'update', 'upsert', 'delete', 'hard_delete'] | ||
:param object_name: The name of the Salesforce object | ||
:param payload: list of dict to be passed as a batch | ||
:param external_id_field: unique identifier field for upsert operations | ||
:param batch_size: number of records to assign for each batch in the job | ||
:param use_serial: Process batches in serial mode | ||
:param salesforce_conn_id: The :ref:`Salesforce Connection id <howto/connection:SalesforceHook>`. | ||
""" | ||
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def __init__( | ||
self, | ||
*, | ||
operation: Optional[str] = None, | ||
object_name: Optional[str] = None, | ||
payload: list, | ||
external_id_field: str = 'Id', | ||
batch_size: int = 10000, | ||
use_serial: bool = False, | ||
salesforce_conn_id: str = 'salesforce_default', | ||
**kwargs, | ||
) -> None: | ||
super().__init__(**kwargs) | ||
self.operation = operation | ||
self.object_name = object_name | ||
self.payload = payload | ||
self.external_id_field = external_id_field | ||
self.batch_size = batch_size | ||
self.use_serial = use_serial | ||
self.salesforce_conn_id = salesforce_conn_id | ||
self._validate_inputs() | ||
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def _validate_inputs(self) -> None: | ||
if not self.object_name: | ||
raise ValueError("The required parameter 'object_name' is missing.") | ||
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available_operations = ['insert', 'update', 'upsert', 'delete', 'hard_delete'] | ||
if self.operation not in available_operations: | ||
raise ValueError(f"Operation not found! Available operations are {available_operations}.") | ||
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def execute(self, context: 'Context'): | ||
""" | ||
Makes an HTTP request to Salesforce Bulk API. | ||
:param context: The task context during execution. | ||
:return: API response if do_xcom_push is True | ||
""" | ||
sf_hook = SalesforceHook(salesforce_conn_id=self.salesforce_conn_id) | ||
conn = sf_hook.get_conn() | ||
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result = [] | ||
if self.operation == 'insert': | ||
result = conn.bulk.__getattr__(self.object_name).insert( | ||
data=self.payload, batch_size=self.batch_size, use_serial=self.use_serial | ||
) | ||
elif self.operation == 'update': | ||
result = conn.bulk.__getattr__(self.object_name).update( | ||
data=self.payload, batch_size=self.batch_size, use_serial=self.use_serial | ||
) | ||
elif self.operation == 'upsert': | ||
result = conn.bulk.__getattr__(self.object_name).upsert( | ||
data=self.payload, | ||
external_id_field=self.external_id_field, | ||
batch_size=self.batch_size, | ||
use_serial=self.use_serial, | ||
) | ||
elif self.operation == 'delete': | ||
result = conn.bulk.__getattr__(self.object_name).delete( | ||
data=self.payload, batch_size=self.batch_size, use_serial=self.use_serial | ||
) | ||
elif self.operation == 'hard_delete': | ||
result = conn.bulk.__getattr__(self.object_name).hard_delete( | ||
data=self.payload, batch_size=self.batch_size, use_serial=self.use_serial | ||
) | ||
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if self.do_xcom_push and result: | ||
return result | ||
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return None |
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docs/apache-airflow-providers-salesforce/operators/bulk.rst
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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. | ||
.. _howto/operator:SalesforceBulkOperator: | ||
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SalesforceBulkOperator | ||
====================== | ||
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Use the :class:`~airflow.providers.salesforce.operators.bulk.SalesforceBulkOperator` to execute Bulk API. | ||
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Using the Operator | ||
^^^^^^^^^^^^^^^^^^ | ||
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You can use this operator to access Bulk Insert API: | ||
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.. exampleinclude:: /../../tests/system/providers/salesforce/example_bulk.py | ||
:language: python | ||
:dedent: 4 | ||
:start-after: [START howto_salesforce_bulk_insert_operation] | ||
:end-before: [END howto_salesforce_bulk_insert_operation] | ||
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You can use this operator to access Bulk Update API: | ||
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.. exampleinclude:: /../../tests/system/providers/salesforce/example_bulk.py | ||
:language: python | ||
:dedent: 4 | ||
:start-after: [START howto_salesforce_bulk_update_operation] | ||
:end-before: [END howto_salesforce_bulk_update_operation] | ||
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You can use this operator to access Bulk Upsert API: | ||
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.. exampleinclude:: /../../tests/system/providers/salesforce/example_bulk.py | ||
:language: python | ||
:dedent: 4 | ||
:start-after: [START howto_salesforce_bulk_upsert_operation] | ||
:end-before: [END howto_salesforce_bulk_upsert_operation] | ||
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You can use this operator to access Bulk Delete API: | ||
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.. exampleinclude:: /../../tests/system/providers/salesforce/example_bulk.py | ||
:language: python | ||
:dedent: 4 | ||
:start-after: [START howto_salesforce_bulk_delete_operation] | ||
:end-before: [END howto_salesforce_bulk_delete_operation] |
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@@ -24,3 +24,4 @@ Salesforce Operators | |
:maxdepth: 1 | ||
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salesforce_apex_rest | ||
bulk |
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