Source code for system.pinecone.example_create_pod_index

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from __future__ import annotations

import os
from datetime import datetime

from airflow import DAG

try:
    from airflow.sdk import task, teardown
except ImportError:
    # Airflow 2 path
    from airflow.decorators import task, teardown  # type: ignore[attr-defined,no-redef]
from airflow.providers.pinecone.operators.pinecone import CreateServerlessIndexOperator

index_name = os.getenv("INDEX_NAME", "test")


with DAG(
    "example_pinecone_create_pod_index",
    schedule=None,
    start_date=datetime(2024, 1, 1),
    catchup=False,
) as dag:
    # [START howto_operator_create_pod_index]
    # reference: https://docs.pinecone.io/reference/api/control-plane/create_index
    create_index = CreateServerlessIndexOperator(
        task_id="pinecone_create_pod_index",
        index_name=index_name,
        dimension=3,
        cloud="aws",
        region="us-west-2",
        metric="cosine",
    )
    # [END howto_operator_create_pod_index]

    @teardown
    @task
    def delete_index():
        from airflow.providers.pinecone.hooks.pinecone import PineconeHook

        hook = PineconeHook()
        hook.delete_index(index_name=index_name)

    create_index >> delete_index()


from tests_common.test_utils.system_tests import get_test_run  # noqa: E402

# Needed to run the example DAG with pytest (see: contributing-docs/testing/system_tests.rst)
test_run = get_test_run(dag)