lot1-kickoff/airflow/dags/S3_untar.py

import os
import tarfile
import time
from datetime import timedelta

import pendulum
from airflow.decorators import dag
from airflow.decorators import task
from airflow.providers.amazon.aws.hooks.s3 import S3Hook
from botocore.exceptions import ClientError

S3_CONN_ID = os.getenv("S3_CONN_ID", "s3_conn")
EXECUTION_TIMEOUT = int(os.getenv("EXECUTION_TIMEOUT", 6))

default_args = {
    "execution_timeout": timedelta(hours=EXECUTION_TIMEOUT),
    "retries": int(os.getenv("DEFAULT_TASK_RETRIES", 1)),
    "retry_delay": timedelta(seconds=int(os.getenv("DEFAULT_RETRY_DELAY_SECONDS", 60))),
}


def check_for_key_with_backoff(hook: S3Hook, key:str, bucket:str) -> bool:
    delay = 10     # initial delay
    delay_incr = 10 # additional delay in each loop
    max_delay = 60   # max delay of one loop. Total delay is (max_delay**2)/2

    while delay < max_delay:
        try:
            return hook.check_for_key(key=key, bucket_name=bucket)
        except ClientError as err:
            code = err.response.get('Error',{}).get('Code', '')
            if code in ['NoSuchBucket']:
                print(f"Error: {code}. Check s3path: s3://{bucket}/{key}")
                raise err
            time.sleep(delay)
            delay += delay_incr


def load_file_obj_with_backoff(hook: S3Hook, fileobj, key:str, bucket:str, replace:bool) -> bool:
    delay = 10     # initial delay
    delay_incr = 10 # additional delay in each loop
    max_delay = 60   # max delay of one loop. Total delay is (max_delay**2)/2

    while delay < max_delay:
        try:
            return hook.load_file_obj(fileobj,
                               key,
                               bucket,
                               replace=replace)
        except ClientError as err:
            code = err.response.get('Error',{}).get('Code', '')
            if code in ['NoSuchBucket']:
                print(f"Error: {code}. Check s3path: s3://{bucket}/{key}")
                raise err
            time.sleep(delay)
            delay += delay_incr


@dag(
    start_date=pendulum.datetime(2021, 1, 1, tz="UTC"),
    schedule=None,
    catchup=False,
    default_args=default_args,
    params={
        "src_key": "File to untar",
        "src_bucket": "bucket containing the zip file",
        "dst_key_prefix": "",
        "dst_bucket": "bucket that will contain unzipped files"
    },
    tags=["s3"],
)
def s3_untar():
    @task
    def untar(**context):
        hook = S3Hook(S3_CONN_ID, transfer_config_args={'use_threads': False})
        s3_obj = hook.get_key(context["params"]["src_key"], bucket_name=context["params"]["src_bucket"])
        with tarfile.open(fileobj=s3_obj.get()["Body"], mode='r|*') as tar:
            for member in tar:
                dst_key = context["params"]["dst_key_prefix"] + "/" + member.name
                dst_key = os.path.normpath(dst_key)
                # Ignore directories, links, devices, fifos, etc.
                if (not member.isfile()) or member.name.endswith('/'):
                    print(f"Skipping {member.name}: is not a file")
                    continue
                if check_for_key_with_backoff(hook, key=dst_key, bucket=context["params"]["dst_bucket"]):
                    print(f"Skipping {member.name}: already exists")
                    continue
                print(f"Extracting {member.name} to {dst_key}")
                fileobj = tar.extractfile(member)
                fileobj.seekable = lambda: False
                load_file_obj_with_backoff(hook, fileobj,
                                              dst_key,
                                              context["params"]["dst_bucket"],
                                              replace=True)
    untar()


s3_untar()