Store Amazon Athena Query Results into new Table

I need to store Amazon Athena query results into New Amazon Athena Table.

Write pandas dataframe into AWS athena database

I have run a query using pyathena, and have created a pandas dataframe. Is there a way to write the pandas dataframe to AWS athena database directly? Like data.to_sql for MYSQL database. Sharing a...

Why my PyAthena generate a csv and a csv meta data file in s3 location while reading a GLUE table?

I started to pull GLUE table via using pyathena since last week. However, one annoying thing I noticed that is if I wrote my code as shown below, sometimes it works and returns a pandas dataframe...

Pyathena cursor returns 'No result set'

I'm trying to create Athena table and then make some SELECT statement. I've moved the connection to the lambda function: cursor = lambda: connect(s3_staging_dir=STG_DIR).cursor() and then I'm...

Docker not building image due to not installing sklearn

I am trying to run my container via Windows prompt, also utilizing Aws services. I have a dockerfile as it follows: FROM python:3 RUN apt-get update -y RUN apt-get -y install vim RUN apt-get...

How to store aws athena output from python script in excel?

I am querying from aws athena using python script and pyathena library and I'm getting the correct output in the form of table. Output Now the problem is I want to store the output in excel. Can...

Pyathena Schema does not exist

I need to process some data of a certain flow that I have in a specific folder in a bucket S3. I want to do this in Python. After searching for a while I found the library PyAthena which exactly...

Long delay in querying Athena using Python

I wanted to ask the AWS community a question. I recently shifted to Athena, and have the following observation: It takes much more time to query data using pyathena (python client) than doing it...

AWS Athena PyAthena AccessDeniedException

I am new to AWS. I have a user account and two roles, one for prod one for test. Usually I log into my account and switch to prod role to run some simple select queries. Now I want to use Athena...

Is there a way to query AWS Athena with PySpark from Jupyter Notebook?

I am able to query SQL database without any problem except for Athena AWS. There seems to not be any connection string that works for it. I tried to follow...

SYNTAX_ERROR: '"LastName"' must be an aggregate expression or appear in GROUP BY clause

I have a two tables, main_table & staging_table, main_table contains original data whereas staging_table contains the few of the updated records that I have to add into with main_table data, and...

TypeError: No matching overloads found for java.util.Properties.setProperty(str,str)

I was trying to connect to an athena database with PyAthenaJDBC. I was looking for some information about how to do this and I trid this code: import contextlib from urllib.parse import quote_plus...

Error: Trying to use PyAthena to access an Athena

I'm currently trying to build a data pipeline from an AWS Athena database so my team can query information using Python. However, I'm running into an issue with insufficient permissions. We are...

Pyathena set default database?

from pyathena import connect import pandas as pd conn = connect(aws_access_key_id='YOUR_ACCESS_KEY_ID', aws_secret_access_key='YOUR_SECRET_ACCESS_KEY', ...

How to loop query in pyathena?

I am using pyathena library to query schemas and storing it in pandas dataframe. I've a list which contains atleast 30,000 items. eg. l1 = [1,2,3,4..... 29999,30000] Now I want to pass this list...

In R, Error for No Boto3 to connect Athena even though Boto3 Installed

I am trying to connect to Athena from R. After setup 'RAthena' and connection, I got this error: Error: Boto3 is not detected please install boto3 using either: `pip install boto3` in terminal or...

Where does entry_point script is stored in custom Sagemaker Framework training job container?

I am trying to create my own custom Sagemaker Framework that runs a custom python script to train a ML model using the entry_point parameter. Following the Python SDK documentation...

AWS athena query result file fetching from s3 bucket

Currently I am working on AWS Athena. We have a webpage which will be displaying the query results. The data stored in the s3 bucket is ingested as part of the data lake, AWS Glue. From our...

catching exceptions from pandas read_sql() method when connecting to AWS Athena

I have a program that I would like to make more robust. It connects to Athena and then reads data into a pandas data frame with read_sql() method. I could not find the correct way to catch...

How do I handle errors and retry in PyAthena?

I have an Athena query that I run every day from my local Ubuntu machine. It runs fine most times. def get_athena_data(**kwargs): athena_conn = connect(aws_access_key_id = access_key,...

Unable to read data from AWS Glue Database/Tables using Python

My requirement is to use python script to read data from AWS Glue Database into a dataframe. When I researched I fought the library - "awswrangler". I'm using the below code to connect and read...

Pyathena "s3_staging_dir" file - how can I get this filename to use it?

I'm using Pyathena to run basic queries: from pyathena import connect as pyathena_connect #to distinguish from other connect methods import pandas as pd class AthenaDataConnection(): def...

Choosing data catalog in pyathena?

I'm trying to use pyathena (which looks simpler than the native boto3) to perform some queries . However, I wasn't able to find how can I define which data catalog to use. For example the query...

How to add external library in a glue job using python shell

I tried to run a Glue job in python-shell by adding external dependencies (like pyathena, pytest,etc ..) as python egg file/ whl file in the job configurations as mentioned in the AWS...

Understanding conda conflict resolution message

I have been trying to resolve some conflicts in conda and trying to understand the conflict messages. My environment.yml file is as follows name: main_env channels: - conda-forge -...

Pyathena is super slow compared to querying from Athena

I run a query from AWS Athena console and takes 10s. The same query run from Sagemaker using PyAthena takes 155s. Is PyAthena slowing it down or is the data transfer from Athena to sagemaker so...

Which one is faster for querying Athena: pyathena or boto3?

Which one is faster pyathena or boto3 to query AWS Athena schemas using python script? Currently I am using pyathena to query Athena schemas but it's quite slow and I know there is another option...

Why cannot superset connect to Athena using PyAthena and rest scheme and throws HTTP 422 "unexpected error"?

Installing Superset with docker-compose. App is up and running. When adding a new database using PyAthena connector, error Unexpected error occurred, please check your logs for details happens...

StartQueryExecution operation: Unable to verify/create output bucket

I am trying to execute query on Athena using python. Sample code client = boto3.client( 'athena', region_name=region, aws_access_key_id=AWS_ACCESS_KEY_ID, ...

How to specify file name when executing query via Athena API client (Boto3)?

I have a query string and using the start_query_execution() method, I'm right now able to run my query via Athena and get the results in the form of a CSV file in my S3 bucket. However, the file's...