airflow.providers.google.cloud.operators.video_intelligence¶
This module contains Google Cloud Vision operators.
Module Contents¶
Classes¶
Performs video annotation, annotating video labels. |
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Performs video annotation, annotating explicit content. |
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Performs video annotation, annotating video shots. |
- class airflow.providers.google.cloud.operators.video_intelligence.CloudVideoIntelligenceDetectVideoLabelsOperator(*, input_uri, input_content=None, output_uri=None, video_context=None, location=None, retry=None, timeout=None, gcp_conn_id='google_cloud_default', impersonation_chain=None, **kwargs)[source]¶
Bases:
airflow.models.BaseOperatorPerforms video annotation, annotating video labels.
See also
For more information on how to use this operator, take a look at the guide: CloudVideoIntelligenceDetectVideoLabelsOperator.
- Parameters
input_uri (str) -- Input video location. Currently, only Google Cloud Storage URIs are supported, which must be specified in the following format:
gs://bucket-id/object-id.input_content (Optional[bytes]) -- The video data bytes. If unset, the input video(s) should be specified via
input_uri. If set,input_urishould be unset.output_uri (Optional[str]) -- Optional, location where the output (in JSON format) should be stored. Currently, only Google Cloud Storage URIs are supported, which must be specified in the following format:
gs://bucket-id/object-id.video_context (Union[Dict, google.cloud.videointelligence_v1.types.VideoContext]) -- Optional, Additional video context and/or feature-specific parameters.
location (Optional[str]) -- Optional, cloud region where annotation should take place. Supported cloud regions: us-east1, us-west1, europe-west1, asia-east1. If no region is specified, a region will be determined based on video file location.
retry (Optional[google.api_core.retry.Retry]) -- Retry object used to determine when/if to retry requests. If None is specified, requests will not be retried.
timeout (Optional[float]) -- Optional, The amount of time, in seconds, to wait for the request to complete. Note that if retry is specified, the timeout applies to each individual attempt.
gcp_conn_id (str) -- Optional, The connection ID used to connect to Google Cloud. Defaults to
google_cloud_default.impersonation_chain (Optional[Union[str, Sequence[str]]]) -- Optional service account to impersonate using short-term credentials, or chained list of accounts required to get the access_token of the last account in the list, which will be impersonated in the request. If set as a string, the account must grant the originating account the Service Account Token Creator IAM role. If set as a sequence, the identities from the list must grant Service Account Token Creator IAM role to the directly preceding identity, with first account from the list granting this role to the originating account (templated).
- class airflow.providers.google.cloud.operators.video_intelligence.CloudVideoIntelligenceDetectVideoExplicitContentOperator(*, input_uri, output_uri=None, input_content=None, video_context=None, location=None, retry=None, timeout=None, gcp_conn_id='google_cloud_default', impersonation_chain=None, **kwargs)[source]¶
Bases:
airflow.models.BaseOperatorPerforms video annotation, annotating explicit content.
See also
For more information on how to use this operator, take a look at the guide: More information
- Parameters
input_uri (str) -- Input video location. Currently, only Google Cloud Storage URIs are supported, which must be specified in the following format:
gs://bucket-id/object-id.input_content (Optional[bytes]) -- The video data bytes. If unset, the input video(s) should be specified via
input_uri. If set,input_urishould be unset.output_uri (Optional[str]) -- Optional, location where the output (in JSON format) should be stored. Currently, only Google Cloud Storage URIs are supported, which must be specified in the following format:
gs://bucket-id/object-id.video_context (Union[Dict, google.cloud.videointelligence_v1.types.VideoContext]) -- Optional, Additional video context and/or feature-specific parameters.
location (Optional[str]) -- Optional, cloud region where annotation should take place. Supported cloud regions: us-east1, us-west1, europe-west1, asia-east1. If no region is specified, a region will be determined based on video file location.
retry (Optional[google.api_core.retry.Retry]) -- Retry object used to determine when/if to retry requests. If None is specified, requests will not be retried.
timeout (Optional[float]) -- Optional, The amount of time, in seconds, to wait for the request to complete. Note that if retry is specified, the timeout applies to each individual attempt.
gcp_conn_id (str) -- Optional, The connection ID used to connect to Google Cloud Defaults to
google_cloud_default.impersonation_chain (Optional[Union[str, Sequence[str]]]) -- Optional service account to impersonate using short-term credentials, or chained list of accounts required to get the access_token of the last account in the list, which will be impersonated in the request. If set as a string, the account must grant the originating account the Service Account Token Creator IAM role. If set as a sequence, the identities from the list must grant Service Account Token Creator IAM role to the directly preceding identity, with first account from the list granting this role to the originating account (templated).
- class airflow.providers.google.cloud.operators.video_intelligence.CloudVideoIntelligenceDetectVideoShotsOperator(*, input_uri, output_uri=None, input_content=None, video_context=None, location=None, retry=None, timeout=None, gcp_conn_id='google_cloud_default', impersonation_chain=None, **kwargs)[source]¶
Bases:
airflow.models.BaseOperatorPerforms video annotation, annotating video shots.
See also
For more information on how to use this operator, take a look at the guide: More information
- Parameters
input_uri (str) -- Input video location. Currently, only Google Cloud Storage URIs are supported, which must be specified in the following format:
gs://bucket-id/object-id.input_content (Optional[bytes]) -- The video data bytes. If unset, the input video(s) should be specified via
input_uri. If set,input_urishould be unset.output_uri (Optional[str]) -- Optional, location where the output (in JSON format) should be stored. Currently, only Google Cloud Storage URIs are supported, which must be specified in the following format:
gs://bucket-id/object-id.video_context (Union[Dict, google.cloud.videointelligence_v1.types.VideoContext]) -- Optional, Additional video context and/or feature-specific parameters.
location (Optional[str]) -- Optional, cloud region where annotation should take place. Supported cloud regions: us-east1, us-west1, europe-west1, asia-east1. If no region is specified, a region will be determined based on video file location.
retry (Optional[google.api_core.retry.Retry]) -- Retry object used to determine when/if to retry requests. If None is specified, requests will not be retried.
timeout (Optional[float]) -- Optional, The amount of time, in seconds, to wait for the request to complete. Note that if retry is specified, the timeout applies to each individual attempt.
gcp_conn_id (str) -- Optional, The connection ID used to connect to Google Cloud. Defaults to
google_cloud_default.impersonation_chain (Optional[Union[str, Sequence[str]]]) -- Optional service account to impersonate using short-term credentials, or chained list of accounts required to get the access_token of the last account in the list, which will be impersonated in the request. If set as a string, the account must grant the originating account the Service Account Token Creator IAM role. If set as a sequence, the identities from the list must grant Service Account Token Creator IAM role to the directly preceding identity, with first account from the list granting this role to the originating account (templated).