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Update athena cache tutorial.
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tutorials/019 - Athena Cache.ipynb

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"# 6 - Amazon Athena Cache\n",
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"[Wrangler](https://github.com/awslabs/aws-data-wrangler) has a cache strategy that is disabled by default and can be enabled passing `max_cache_seconds` beggier than 0. This cache strategy for Amazon Athena can help you to **decrease query times and costs**.\n",
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"[Wrangler](https://github.com/awslabs/aws-data-wrangler) has a cache strategy that is disabled by default and can be enabled passing `max_cache_seconds` biggier than 0. This cache strategy for Amazon Athena can help you to **decrease query times and costs**.\n",
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"When calling `read_sql_query`, instead of just running the query, we now can verify if the query has been run before. If so, and this last run was within `max_cache_seconds` (a new parameter to `read_sql_query`), we return the same results as last time if they are still available in S3. We have seen this increase performance more than 100x, but the potential is pretty much infinite.\n",
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"## The test query\n",
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"The more computational resources the query needs, the more the cache will help you. That's why we're doing it using this long running quey."
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"The more computational resources the query needs, the more the cache will help you. That's why we're doing it using this long running query."
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