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Hi,I have multiple datasets in my data lake that feature valid_from and valid_to columns indicating validity of rows.If a row is valid currently, this is indicated by valid_to=9999-12-31 00:00:00.Example:Loading this into a Spark dataframe works fine...
Be aware, that in Databricks 15.2 LTS this behavior is broken.I cannot find the code, but most likely related to the following option:https://github.com/apache/spark/commit/c1c710e7da75b989f4d14e84e85f336bc10920e0#diff-f9ddcc6cba651c6ebfd34e29ef049c3...
Hi @Hubert Dudek,Pandas API doesn't support abfss protocol.You have three options:If you need to use pandas, you can write the excel to the local file system (dbfs) and then move it to ABFSS (for example with dbutils)Write as csv directly in abfss...
I have to divide a dataframe into multiple smaller dataframes based on values in columns like - gender and state , the end goal is to pick up random samples from each dataframeI am trying to implement a sample as explained below, I am quite new to th...
@raela I also have similar usecase. I am writing data to different databricks tables based on colum value.But I am getting insufficient disk space error and driver is getting killed. I am suspecting df.select(colName).distinct().collect()step is taki...
I'm on Demo and Lab in Dataframes section. I've imported the dbc into my company cluster and has run "%run ./Includes/Classroom-Setup" successfully. When i run the 1st sql command %sql
CREATE TABLE IF NOT EXISTS events USING parquet OPTIONS (path "/m...
I had the same issue and solved it like this:In the includes folder, there is a reset notebook, run the first command, this unmounts all mounted databases.Go back to the ASP 1.2 notebook and run the %run ./Includes/Classroom-Setup codeblock.Then run ...
Code to create a data frame:from pyspark.sql import SparkSessionspark=SparkSession.builder.appName("oracle_queries").master("local[4]")\ .config("spark.sql.warehouse.dir", "C:\\softwares\\git\\pyspark\\hive").getOrCreate()from pyspark.sql.functions ...
Hi, I'm trying to process a small dataset (less than 300 Mb) composed by five queries that run with spark. The end result of those queries is parsed using python and merged into a data frame. Then I try to write this to a delta lake table using featu...
Hello, we have recently found that it's my user in particular that casues the memory issue. Two other users in my organization can run the same notebook without problems, but my user consistenly consumes all available ram and crashes the cluster... a...
I have a dataframe with this format of columns:[`first.second.third` , `alpha.bravo.test1` , `alpha.bravo.test2`]I'd like to get an output dataframe of this:[ `first` | `alpha` ]
---------------...
We are working on multiline nested ( multilevel).The file is read and flattened using pyspark and the data frame is showing data using display() method. when saving the same dataframe it is giving executor lost failure error.for some files it is givi...
While working on video analytics task I need to save the image bytes to the delta table earlier extracted into the spark dataframe. While I want to over write a same delta table over the period of complete task and also the size of input data differs...
I have a spark DataFrame with `h3` hex ids and I am trying to obtain the polygon geometries. from pyspark.sql import SparkSession
from pyspark.sql.functions import col, expr
from pyspark.databricks.sql.functions import *
from mosaic import enable_m...
I have been trying to work on implementing delta live tables to a pre-existing workflow. Currently trying to create two tables: appointments_raw and notes_raw, where notes_raw is "downstream" of appointments_raw. Following this as a reference, I'm at...
Hi Everyone, I would like to a Pandas Dataframe to /dbfs/FileStore/ using to_csv method.Usually it would just write the Dataframe to the path described but It has been giving me "FileNotFoundError: [Errno 2] No such file or directory: '/dbfs/FileStor...
We have a Cursor in DB2 which reads in each loop data from 2 tables. At the end of each loop, after inserting the data to a target table, we update records related to each loop in these 2 tables before moving to the next loop. An indicative example i...
Hi @ELENI GEORGOUSI Thank you for posting your question in our community! We are happy to assist you.To help us provide you with the most accurate information, could you please take a moment to review the responses and select the one that best answe...
