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Google Cloud Vision Operators

providers/google/docs/operators/cloud/vision.rst

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.. 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.

Google Cloud Vision Operators

Prerequisite Tasks

.. include:: /operators/_partials/prerequisite_tasks.rst

.. _howto/operator:CloudVisionAddProductToProductSetOperator:

CloudVisionAddProductToProductSetOperator

Creates a new :code:ReferenceImage resource.

For parameter definition, take a look at :class:~airflow.providers.google.cloud.operators.vision.CloudVisionAddProductToProductSetOperator

Using the operator """"""""""""""""""

We are using the :class:~google.cloud.vision_v1.types.Product, :class:~google.cloud.vision_v1.types.ProductSet and :class:~google.api_core.retry.Retry objects from Google libraries:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_retry_import] :end-before: [END howto_operator_vision_retry_import]

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_product_set_import] :end-before: [END howto_operator_vision_product_set_import]

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_product_import] :end-before: [END howto_operator_vision_product_import]

If product_set_id and product_id was generated by the API it can be extracted from XCOM:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_add_product_to_product_set] :end-before: [END howto_operator_vision_add_product_to_product_set]

Otherwise it can be specified explicitly:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_explicit.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_add_product_to_product_set_2] :end-before: [END howto_operator_vision_add_product_to_product_set_2]

Templating """"""""""

.. literalinclude:: /../../google/src/airflow/providers/google/cloud/operators/vision.py :language: python :dedent: 4 :start-after: [START vision_add_product_to_product_set_template_fields] :end-before: [END vision_add_product_to_product_set_template_fields]

More information """"""""""""""""

See Google Cloud Vision Add Product To Product Set documentation <https://googleapis.github.io/google-cloud-python/latest/vision/gapic/v1/api.html#google.cloud.vision_v1.ProductSearchClient.add_product_to_product_set>_.

.. _howto/operator:CloudVisionImageAnnotateOperator:

CloudVisionImageAnnotateOperator

Run image detection and annotation for an image.

For parameter definition, take a look at :class:~airflow.providers.google.cloud.operators.vision.CloudVisionImageAnnotateOperator

Using the operator """"""""""""""""""

We are using the :class:~google.cloud.vision.enums and :class:~google.api_core.retry.Retry objects from Google libraries:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_annotate_image.py :language: python :start-after: [START howto_operator_vision_retry_import] :end-before: [END howto_operator_vision_retry_import]

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_annotate_image.py :language: python :start-after: [START howto_operator_vision_enums_import] :end-before: [END howto_operator_vision_enums_import]

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_annotate_image.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_annotate_image] :end-before: [END howto_operator_vision_annotate_image]

The result can be extracted from XCOM:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_annotate_image.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_annotate_image_result] :end-before: [END howto_operator_vision_annotate_image_result]

Templating """"""""""

.. literalinclude:: /../../google/src/airflow/providers/google/cloud/operators/vision.py :language: python :dedent: 4 :start-after: [START vision_annotate_image_template_fields] :end-before: [END vision_annotate_image_template_fields]

More information """"""""""""""""

See Google Cloud Vision Annotate Image documentation <https://googleapis.github.io/google-cloud-python/latest/vision/gapic/v1/api.html#google.cloud.vision_v1.ImageAnnotatorClient.annotate_image>_.

.. _howto/operator:CloudVisionCreateProductOperator:

CloudVisionCreateProductOperator

Creates and returns a new product resource.

Possible errors regarding the :code:Product object provided:

  • Returns INVALID_ARGUMENT if display_name is missing or longer than 4096 characters.
  • Returns INVALID_ARGUMENT if description is longer than 4096 characters.
  • Returns INVALID_ARGUMENT if product_category is missing or invalid.

For parameter definition, take a look at :class:~airflow.providers.google.cloud.operators.vision.CloudVisionCreateProductOperator

Using the operator """"""""""""""""""

We are using the Product and :class:~google.api_core.retry.Retry objects from Google libraries:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_product_import] :end-before: [END howto_operator_vision_product_import]

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_retry_import] :end-before: [END howto_operator_vision_retry_import]

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_product] :end-before: [END howto_operator_vision_product]

The product_id argument can be omitted (it will be generated by the API):

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_product_create] :end-before: [END howto_operator_vision_product_create]

Or it can be specified explicitly:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_explicit.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_product_create_2] :end-before: [END howto_operator_vision_product_create_2]

Templating """"""""""

.. literalinclude:: /../../google/src/airflow/providers/google/cloud/operators/vision.py :language: python :dedent: 4 :start-after: [START vision_product_create_template_fields] :end-before: [END vision_product_create_template_fields]

More information """"""""""""""""

See Google Cloud Vision Product create documentation <https://googleapis.github.io/google-cloud-python/latest/vision/gapic/v1/api.html#google.cloud.vision_v1.ProductSearchClient.create_product>_.

.. _howto/operator:CloudVisionDeleteProductOperator:

CloudVisionDeleteProductOperator

Permanently deletes a product and its reference images.

Metadata of the product and all its images will be deleted right away, but search queries against :code:ProductSets containing the product may still work until all related caches are refreshed.

Possible errors:

  • Returns NOT_FOUND if the product does not exist.

For parameter definition, take a look at :class:~airflow.providers.google.cloud.operators.vision.CloudVisionDeleteProductOperator

Using the operator """"""""""""""""""

If product_id was generated by the API it can be extracted from XCOM:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_product_delete] :end-before: [END howto_operator_vision_product_delete]

Otherwise it can be specified explicitly:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_explicit.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_product_delete_2] :end-before: [END howto_operator_vision_product_delete_2]

Templating """"""""""

.. literalinclude:: /../../google/src/airflow/providers/google/cloud/operators/vision.py :language: python :dedent: 4 :start-after: [START vision_product_delete_template_fields] :end-before: [END vision_product_delete_template_fields]

More information """"""""""""""""

See Google Cloud Vision Product delete documentation <https://googleapis.github.io/google-cloud-python/latest/vision/gapic/v1/api.html#google.cloud.vision_v1.ProductSearchClient.delete_product>_.

.. _howto/operator:CloudVisionGetProductOperator:

CloudVisionGetProductOperator

Gets information associated with a :code:Product.

Possible errors:

  • Returns NOT_FOUND if the Product does not exist.

For parameter definition, take a look at :class:~airflow.providers.google.cloud.operators.vision.CloudVisionGetProductOperator

Using the operator """"""""""""""""""

If product_id was generated by the API it can be extracted from XCOM:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_product_get] :end-before: [END howto_operator_vision_product_get]

Otherwise it can be specified explicitly:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_explicit.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_product_get_2] :end-before: [END howto_operator_vision_product_get_2]

Templating """"""""""

.. literalinclude:: /../../google/src/airflow/providers/google/cloud/operators/vision.py :language: python :dedent: 4 :start-after: [START vision_product_get_template_fields] :end-before: [END vision_product_get_template_fields]

More information """"""""""""""""

See Google Cloud Vision Product get documentation <https://googleapis.github.io/google-cloud-python/latest/vision/gapic/v1/api.html#google.cloud.vision_v1.ProductSearchClient.get_product>_.

.. _howto/operator:CloudVisionCreateProductSetOperator:

CloudVisionProductSetCreateOperator

Creates a new :code:ProductSet resource.

For parameter definition, take a look at :class:~airflow.providers.google.cloud.operators.vision.CloudVisionCreateProductSetOperator

Using the operator """"""""""""""""""

We are using the ProductSet and :class:~google.api_core.retry.Retry objects from Google libraries:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_product_set_import] :end-before: [END howto_operator_vision_product_set_import]

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_retry_import] :end-before: [END howto_operator_vision_retry_import]

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_product_set] :end-before: [END howto_operator_vision_product_set]

The product_set_id argument can be omitted (it will be generated by the API):

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_product_set_create] :end-before: [END howto_operator_vision_product_set_create]

Or it can be specified explicitly:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_explicit.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_product_set_create_2] :end-before: [END howto_operator_vision_product_set_create_2]

Templating """"""""""

.. literalinclude:: /../../google/src/airflow/providers/google/cloud/operators/vision.py :language: python :dedent: 4 :start-after: [START vision_productset_create_template_fields] :end-before: [END vision_productset_create_template_fields]

More information """"""""""""""""

See Google Cloud Vision ProductSet create documentation <https://googleapis.github.io/google-cloud-python/latest/vision/gapic/v1/api.html#google.cloud.vision_v1.ProductSearchClient.create_product_set>_.

.. _howto/operator:CloudVisionDeleteProductSetOperator:

CloudVisionDeleteProductSetOperator

Permanently deletes a :code:ProductSet. :code:Products and :code:ReferenceImages in the :code:ProductSet are not deleted. The actual image files are not deleted from Google Cloud Storage.

For parameter definition, take a look at :class:~airflow.providers.google.cloud.operators.vision.CloudVisionDeleteProductSetOperator

Using the operator """"""""""""""""""

If product_set_id was generated by the API it can be extracted from XCOM:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_product_set_delete] :end-before: [END howto_operator_vision_product_set_delete]

Otherwise it can be specified explicitly:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_explicit.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_product_set_delete_2] :end-before: [END howto_operator_vision_product_set_delete_2]

Templating """"""""""

.. literalinclude:: /../../google/src/airflow/providers/google/cloud/operators/vision.py :language: python :dedent: 4 :start-after: [START vision_productset_delete_template_fields] :end-before: [END vision_productset_delete_template_fields]

More information """"""""""""""""

See Google Cloud Vision ProductSet delete documentation <https://googleapis.github.io/google-cloud-python/latest/vision/gapic/v1/api.html#google.cloud.vision_v1.ProductSearchClient.delete_product_set>_.

.. _howto/operator:CloudVisionGetProductSetOperator:

CloudVisionGetProductSetOperator

Gets information associated with a :code:ProductSet.

For parameter definition, take a look at :class:~airflow.providers.google.cloud.operators.vision.CloudVisionGetProductSetOperator

Using the operator """"""""""""""""""

If product_set_id was generated by the API it can be extracted from XCOM:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_product_set_get] :end-before: [END howto_operator_vision_product_set_get]

Otherwise it can be specified explicitly:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_explicit.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_product_set_get_2] :end-before: [END howto_operator_vision_product_set_get_2]

Templating """"""""""

.. literalinclude:: /../../google/src/airflow/providers/google/cloud/operators/vision.py :language: python :dedent: 4 :start-after: [START vision_productset_get_template_fields] :end-before: [END vision_productset_get_template_fields]

More information """"""""""""""""

See Google Cloud Vision ProductSet get documentation <https://googleapis.github.io/google-cloud-python/latest/vision/gapic/v1/api.html#google.cloud.vision_v1.ProductSearchClient.get_product_set>_.

.. _howto/operator:CloudVisionUpdateProductSetOperator:

CloudVisionUpdateProductSetOperator

Makes changes to a :code:ProductSet resource. Only :code:display_name can be updated currently.

.. note:: To locate the ProductSet resource, its name in the form projects/PROJECT_ID/locations/LOC_ID/productSets/PRODUCT_SET_ID is necessary.

You can provide the name directly as an attribute of the product_set object. However, you can leave it blank and provide location and product_set_id instead (and optionally project_id - if not present, the connection default will be used) and the name will be created by the operator itself.

This mechanism exists for your convenience, to allow leaving the project_id empty and having Airflow use the connection default project_id.

For parameter definition, take a look at :class:~airflow.providers.google.cloud.operators.vision.CloudVisionUpdateProductSetOperator

Using the operator """"""""""""""""""

We are using the ProductSet object from the Google Cloud Vision library:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_product_set_import] :end-before: [END howto_operator_vision_product_set_import]

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_product_set] :end-before: [END howto_operator_vision_product_set]

Initialization of the task:

If product_set_id was generated by the API it can be extracted from XCOM:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_product_set_update] :end-before: [END howto_operator_vision_product_set_update]

Otherwise it can be specified explicitly:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_explicit.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_product_set_update_2] :end-before: [END howto_operator_vision_product_set_update_2]

Templating """"""""""

.. literalinclude:: /../../google/src/airflow/providers/google/cloud/operators/vision.py :language: python :dedent: 4 :start-after: [START vision_productset_update_template_fields] :end-before: [END vision_productset_update_template_fields]

More information """"""""""""""""

See Google Cloud Vision ProductSet update documentation <https://googleapis.github.io/google-cloud-python/latest/vision/gapic/v1/api.html#google.cloud.vision_v1.ProductSearchClient.update_product_set>_.

.. _howto/operator:CloudVisionUpdateProductOperator:

CloudVisionUpdateProductOperator

Makes changes to a :code:Product resource. Only the :code:display_name, :code:description, and :code:labels fields can be updated right now. If labels are updated, the change will not be reflected in queries until the next index time.

.. note:: To locate the Product resource, its name in the form projects/PROJECT_ID/locations/LOC_ID/products/PRODUCT_ID is necessary.

You can provide the name directly as an attribute of the product object. However, you can leave it blank and provide location and product_id instead (and optionally project_id - if not present, the connection default will be used) and the name will be created by the operator itself.

This mechanism exists for your convenience, to allow leaving the project_id empty and having Airflow use the connection default project_id.

Possible errors:

  • Returns NOT_FOUND if the Product does not exist.
  • Returns INVALID_ARGUMENT if display_name is present in update_mask but is missing from the request or longer than 4096 characters.
  • Returns INVALID_ARGUMENT if description is present in update_mask but is longer than 4096 characters.
  • Returns INVALID_ARGUMENT if product_category is present in update_mask.

For parameter definition, take a look at :class:~airflow.providers.google.cloud.operators.vision.CloudVisionUpdateProductOperator

Using the operator """"""""""""""""""

We are using the Product object from the Google Cloud Vision library:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_product_import] :end-before: [END howto_operator_vision_product_import]

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_product] :end-before: [END howto_operator_vision_product]

If product_id was generated by the API it can be extracted from XCOM:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_product_update] :end-before: [END howto_operator_vision_product_update]

Otherwise it can be specified explicitly:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_explicit.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_product_update_2] :end-before: [END howto_operator_vision_product_update_2]

Templating """"""""""

.. literalinclude:: /../../google/src/airflow/providers/google/cloud/operators/vision.py :language: python :dedent: 4 :start-after: [START vision_product_update_template_fields] :end-before: [END vision_product_update_template_fields]

More information """"""""""""""""

See Google Cloud Vision Product update documentation <https://googleapis.github.io/google-cloud-python/latest/vision/gapic/v1/api.html#google.cloud.vision_v1.ProductSearchClient.update_product>_.

.. _howto/operator:CloudVisionCreateReferenceImageOperator:

CloudVisionCreateReferenceImageOperator

Creates a new :code:ReferenceImage resource.

For parameter definition, take a look at :class:~airflow.providers.google.cloud.operators.vision.CloudVisionCreateReferenceImageOperator

Using the operator """"""""""""""""""

We are using the :class:~google.cloud.vision_v1.types.ReferenceImage and :class:~google.api_core.retry.Retry objects from Google libraries:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_reference_image_import] :end-before: [END howto_operator_vision_reference_image_import]

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_retry_import] :end-before: [END howto_operator_vision_retry_import]

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_reference_image] :end-before: [END howto_operator_vision_reference_image]

The product_set_id argument can be omitted (it will be generated by the API):

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_reference_image_create] :end-before: [END howto_operator_vision_reference_image_create]

Or it can be specified explicitly:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_explicit.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_reference_image_create_2] :end-before: [END howto_operator_vision_reference_image_create_2]

Templating """"""""""

.. literalinclude:: /../../google/src/airflow/providers/google/cloud/operators/vision.py :language: python :dedent: 4 :start-after: [START vision_reference_image_create_template_fields] :end-before: [END vision_reference_image_create_template_fields]

More information """"""""""""""""

See Google Cloud Vision ReferenceImage delete documentation <https://googleapis.github.io/google-cloud-python/latest/vision/gapic/v1/api.html#google.cloud.vision_v1.ProductSearchClient.create_reference_image>_.

.. _howto/operator:CloudVisionDeleteReferenceImageOperator:

CloudVisionDeleteReferenceImageOperator

Deletes a :code:ReferenceImage resource.

For parameter definition, take a look at :class:~airflow.providers.google.cloud.operators.vision.CloudVisionDeleteReferenceImageOperator

Using the operator """"""""""""""""""

We are using the :class:~google.cloud.vision_v1.types.ReferenceImage and :class:~google.api_core.retry.Retry objects from Google libraries:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_reference_image_import] :end-before: [END howto_operator_vision_reference_image_import]

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_retry_import] :end-before: [END howto_operator_vision_retry_import]

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_reference_image] :end-before: [END howto_operator_vision_reference_image]

The product_set_id argument can be omitted (it will be generated by the API):

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_reference_image_delete] :end-before: [END howto_operator_vision_reference_image_delete]

Or it can be specified explicitly:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_explicit.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_reference_image_delete_2] :end-before: [END howto_operator_vision_reference_image_delete_2]

Templating """"""""""

.. literalinclude:: /../../google/src/airflow/providers/google/cloud/operators/vision.py :language: python :dedent: 4 :start-after: [START vision_reference_image_create_template_fields] :end-before: [END vision_reference_image_create_template_fields]

More information """"""""""""""""

See Google Cloud Vision ReferenceImage create documentation <https://googleapis.github.io/google-cloud-python/latest/vision/gapic/v1/api.html#google.cloud.vision_v1.ProductSearchClient.delete_reference_image>_.

.. _howto/operator:CloudVisionRemoveProductFromProductSetOperator:

CloudVisionRemoveProductFromProductSetOperator

Creates a new :code:ReferenceImage resource.

For parameter definition, take a look at :class:~airflow.providers.google.cloud.operators.vision.CloudVisionRemoveProductFromProductSetOperator

Using the operator """"""""""""""""""

We are using the :class:~google.cloud.vision_v1.types.Product, :class:~google.cloud.vision_v1.types.ProductSet and :class:~google.api_core.retry.Retry objects from Google libraries:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_retry_import] :end-before: [END howto_operator_vision_retry_import]

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_product_set_import] :end-before: [END howto_operator_vision_product_set_import]

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :start-after: [START howto_operator_vision_product_import] :end-before: [END howto_operator_vision_product_import]

If product_set_id and product_id was generated by the API it can be extracted from XCOM:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_autogenerated.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_remove_product_from_product_set] :end-before: [END howto_operator_vision_remove_product_from_product_set]

Otherwise it can be specified explicitly:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_explicit.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_remove_product_from_product_set_2] :end-before: [END howto_operator_vision_remove_product_from_product_set_2]

Templating """"""""""

.. literalinclude:: /../../google/src/airflow/providers/google/cloud/operators/vision.py :language: python :dedent: 4 :start-after: [START vision_remove_product_from_product_set_template_fields] :end-before: [END vision_remove_product_from_product_set_template_fields]

More information """"""""""""""""

See Google Cloud Vision Remove Product From Product Set documentation <https://googleapis.github.io/google-cloud-python/latest/vision/gapic/v1/api.html#google.cloud.vision_v1.ProductSearchClient.remove_product_from_product_set>_.

.. _howto/operator:CloudVisionDetectTextOperator:

CloudVisionDetectTextOperator

Run text detection for an image.

For parameter definition, take a look at :class:~airflow.providers.google.cloud.operators.vision.CloudVisionDetectTextOperator

Using the operator """"""""""""""""""

We are using the :class:~google.api_core.retry.Retry objects from Google libraries:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_annotate_image.py :language: python :start-after: [START howto_operator_vision_retry_import] :end-before: [END howto_operator_vision_retry_import]

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_annotate_image.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_detect_text] :end-before: [END howto_operator_vision_detect_text]

The result can be extracted from XCOM:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_annotate_image.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_detect_text_result] :end-before: [END howto_operator_vision_detect_text_result]

Templating """"""""""

.. literalinclude:: /../../google/src/airflow/providers/google/cloud/operators/vision.py :language: python :dedent: 4 :start-after: [START vision_detect_text_set_template_fields] :end-before: [END vision_detect_text_set_template_fields]

More information """"""""""""""""

See Google Cloud Vision Text Detection documentation <https://googleapis.github.io/google-cloud-python/latest/vision/gapic/v1/api.html#google.cloud.vision_v1.ImageAnnotatorClient.text_detection>_.

.. _howto/operator:CloudVisionTextDetectOperator:

CloudVisionTextDetectOperator

Run document text detection for an image.

For parameter definition, take a look at :class:~airflow.providers.google.cloud.operators.vision.CloudVisionTextDetectOperator

Using the operator """"""""""""""""""

We are using the :class:~google.api_core.retry.Retry objects from Google libraries:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_annotate_image.py :language: python :start-after: [START howto_operator_vision_retry_import] :end-before: [END howto_operator_vision_retry_import]

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_annotate_image.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_document_detect_text] :end-before: [END howto_operator_vision_document_detect_text]

The result can be extracted from XCOM:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_annotate_image.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_document_detect_text_result] :end-before: [END howto_operator_vision_document_detect_text_result]

Templating """"""""""

.. literalinclude:: /../../google/src/airflow/providers/google/cloud/operators/vision.py :language: python :dedent: 4 :start-after: [START vision_document_detect_text_set_template_fields] :end-before: [END vision_document_detect_text_set_template_fields]

More information """"""""""""""""

See Google Cloud Vision Document Text Detection documentation <https://googleapis.github.io/google-cloud-python/latest/vision/gapic/v1/api.html#google.cloud.vision_v1.ImageAnnotatorClient.document_text_detection>_.

.. _howto/operator:CloudVisionDetectImageLabelsOperator:

CloudVisionDetectImageLabelsOperator

Run image label detection for an image.

For parameter definition, take a look at :class:~airflow.providers.google.cloud.operators.vision.CloudVisionDetectImageLabelsOperator

Using the operator """"""""""""""""""

We are using the :class:~google.api_core.retry.Retry objects from Google libraries:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_annotate_image.py :language: python :start-after: [START howto_operator_vision_retry_import] :end-before: [END howto_operator_vision_retry_import]

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_annotate_image.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_detect_labels] :end-before: [END howto_operator_vision_detect_labels]

The result can be extracted from XCOM:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_annotate_image.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_detect_labels_result] :end-before: [END howto_operator_vision_detect_labels_result]

Templating """"""""""

.. literalinclude:: /../../google/src/airflow/providers/google/cloud/operators/vision.py :language: python :dedent: 4 :start-after: [START vision_detect_labels_template_fields] :end-before: [END vision_detect_labels_template_fields]

More information """"""""""""""""

See Google Cloud Vision Label Detection documentation <https://googleapis.github.io/google-cloud-python/latest/vision/gapic/v1/api.html#google.cloud.vision_v1.ImageAnnotatorClient.label_detection>_.

.. _howto/operator:CloudVisionDetectImageSafeSearchOperator:

CloudVisionDetectImageSafeSearchOperator

Run image label detection for an image.

For parameter definition, take a look at :class:~airflow.providers.google.cloud.operators.vision.CloudVisionDetectImageSafeSearchOperator

Using the operator """"""""""""""""""

We are using the :class:~google.api_core.retry.Retry objects from Google libraries:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_annotate_image.py :language: python :start-after: [START howto_operator_vision_retry_import] :end-before: [END howto_operator_vision_retry_import]

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_annotate_image.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_detect_safe_search] :end-before: [END howto_operator_vision_detect_safe_search]

The result can be extracted from XCOM:

.. exampleinclude:: /../../google/tests/system/google/cloud/vision/example_vision_annotate_image.py :language: python :dedent: 4 :start-after: [START howto_operator_vision_detect_safe_search_result] :end-before: [END howto_operator_vision_detect_safe_search_result]

Templating """"""""""

.. literalinclude:: /../../google/src/airflow/providers/google/cloud/operators/vision.py :language: python :dedent: 4 :start-after: [START vision_detect_safe_search_template_fields] :end-before: [END vision_detect_safe_search_template_fields]

More information """"""""""""""""

See Google Cloud Vision Safe Search Detection documentation <https://googleapis.github.io/google-cloud-python/latest/vision/gapic/v1/api.html#google.cloud.vision_v1.ImageAnnotatorClient.safe_search_detection>_.

Reference

For further information, look at:

  • Client Library Documentation <https://googleapis.github.io/google-cloud-python/latest/vision/index.html>__
  • Product Documentation <https://cloud.google.com/vision/docs/>__