| :mod:`airflow.providers.google.cloud.transfers.cassandra_to_gcs` |
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| .. py:module:: airflow.providers.google.cloud.transfers.cassandra_to_gcs |
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| .. autoapi-nested-parse:: |
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| This module contains operator for copying |
| data from Cassandra to Google Cloud Storage in JSON format. |
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| Module Contents |
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| .. py:class:: CassandraToGCSOperator(*, cql: str, bucket: str, filename: str, schema_filename: Optional[str] = None, approx_max_file_size_bytes: int = 1900000000, gzip: bool = False, cassandra_conn_id: str = 'cassandra_default', gcp_conn_id: str = 'google_cloud_default', google_cloud_storage_conn_id: Optional[str] = None, delegate_to: Optional[str] = None, impersonation_chain: Optional[Union[str, Sequence[str]]] = None, **kwargs) |
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| Bases: :class:`airflow.models.BaseOperator` |
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| Copy data from Cassandra to Google Cloud Storage in JSON format |
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| Note: Arrays of arrays are not supported. |
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| :param cql: The CQL to execute on the Cassandra table. |
| :type cql: str |
| :param bucket: The bucket to upload to. |
| :type bucket: str |
| :param filename: The filename to use as the object name when uploading |
| to Google Cloud Storage. A {} should be specified in the filename |
| to allow the operator to inject file numbers in cases where the |
| file is split due to size. |
| :type filename: str |
| :param schema_filename: If set, the filename to use as the object name |
| when uploading a .json file containing the BigQuery schema fields |
| for the table that was dumped from MySQL. |
| :type schema_filename: str |
| :param approx_max_file_size_bytes: This operator supports the ability |
| to split large table dumps into multiple files (see notes in the |
| filename param docs above). This param allows developers to specify the |
| file size of the splits. Check https://cloud.google.com/storage/quotas |
| to see the maximum allowed file size for a single object. |
| :type approx_max_file_size_bytes: long |
| :param cassandra_conn_id: Reference to a specific Cassandra hook. |
| :type cassandra_conn_id: str |
| :param gzip: Option to compress file for upload |
| :type gzip: bool |
| :param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud. |
| :type gcp_conn_id: str |
| :param google_cloud_storage_conn_id: (Deprecated) The connection ID used to connect to Google Cloud. |
| This parameter has been deprecated. You should pass the gcp_conn_id parameter instead. |
| :type google_cloud_storage_conn_id: str |
| :param delegate_to: The account to impersonate using domain-wide delegation of authority, |
| if any. For this to work, the service account making the request must have |
| domain-wide delegation enabled. |
| :type delegate_to: str |
| :param impersonation_chain: 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). |
| :type impersonation_chain: Union[str, Sequence[str]] |
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| .. attribute:: template_fields |
| :annotation: = ['cql', 'bucket', 'filename', 'schema_filename', 'impersonation_chain'] |
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| .. attribute:: template_ext |
| :annotation: = ['.cql'] |
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| .. attribute:: ui_color |
| :annotation: = #a0e08c |
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| .. attribute:: CQL_TYPE_MAP |
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| .. method:: execute(self, context: Dict[str, str]) |
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| .. method:: _write_local_data_files(self, cursor) |
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| Takes a cursor, and writes results to a local file. |
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| :return: A dictionary where keys are filenames to be used as object |
| names in GCS, and values are file handles to local files that |
| contain the data for the GCS objects. |
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| .. method:: _write_local_schema_file(self, cursor) |
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| Takes a cursor, and writes the BigQuery schema for the results to a |
| local file system. |
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| :return: A dictionary where key is a filename to be used as an object |
| name in GCS, and values are file handles to local files that |
| contains the BigQuery schema fields in .json format. |
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| .. method:: _upload_to_gcs(self, files_to_upload: Dict[str, Any]) |
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| .. classmethod:: generate_data_dict(cls, names: Iterable[str], values: Any) |
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| Generates data structure that will be stored as file in GCS. |
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| .. classmethod:: convert_value(cls, value: Optional[Any]) |
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| Convert value to BQ type. |
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| .. classmethod:: convert_array_types(cls, value: Union[List[Any], SortedSet]) |
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| Maps convert_value over array. |
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| .. classmethod:: convert_user_type(cls, value: Any) |
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| Converts a user type to RECORD that contains n fields, where n is the |
| number of attributes. Each element in the user type class will be converted to its |
| corresponding data type in BQ. |
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| .. classmethod:: convert_tuple_type(cls, values: Tuple[Any]) |
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| Converts a tuple to RECORD that contains n fields, each will be converted |
| to its corresponding data type in bq and will be named 'field_<index>', where |
| index is determined by the order of the tuple elements defined in cassandra. |
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| .. classmethod:: convert_map_type(cls, value: OrderedMapSerializedKey) |
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| Converts a map to a repeated RECORD that contains two fields: 'key' and 'value', |
| each will be converted to its corresponding data type in BQ. |
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| .. classmethod:: generate_schema_dict(cls, name: str, type_: Any) |
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| Generates BQ schema. |
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| .. classmethod:: get_bq_fields(cls, type_: Any) |
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| Converts non simple type value to BQ representation. |
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| .. staticmethod:: is_simple_type(type_: Any) |
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| Check if type is a simple type. |
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| .. staticmethod:: is_array_type(type_: Any) |
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| Check if type is an array type. |
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| .. staticmethod:: is_record_type(type_: Any) |
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| Checks the record type. |
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| .. classmethod:: get_bq_type(cls, type_: Any) |
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| Converts type to equivalent BQ type. |
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| .. classmethod:: get_bq_mode(cls, type_: Any) |
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| Converts type to equivalent BQ mode. |
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