Since the SparkContext is already up and running, it requires a restart. Technically, it might be possible to kill the JVM process and restart it but we do not recommend that approach. In this case, we recommend restarting the cluster so that the Sp...
We can now launch pools on databricks with different instance types. Hybrid Pools allows customers to create clusters and select different Databricks pools for driver and workers. It provides a way to support driver vs. worker heterogeneity, and ther...
Hello,
Imagine you have a dataframe with cols: A, B, C. I want to add a column D based on some calculations of columns B and C of the previous record of the df. Which is the best way of doing this? I am trying to avoid looping through the df. I am u...
Iterating through pandas dataFrame objects is generally slow. Pandas Iteration beats the whole purpose of using DataFrame. It is an anti-pattern and is something you should only do when you have exhausted every other option. It is better look for a...
I'm working with Databricks notebook backed by spark cluster. Having trouble trying to connect to the Azure blob storage. I used this link and tried the section Access Azure Blob Storage Directly - Set up an account access key. I get no errors here:s...
I have been facing the same problem over and over. Now trying to follow what's written here (https://docs.databricks.com/data/data-sources/azure/azure-storage.html#access-azure-blob-storage-directly), but always getting "shaded.databricks.org.apache...
@peyman what if I don't want to manually specify the schema?
For example, I have a vendor that can't build a valid .csv file. I just need to import it somewhere so I can explore the data and find the errors.
Just like the original author's question?...
I am creating dataframe using SQL in which all the underline tables are actually tempview based on dataframes. I am getting below error everytime. Can anyone help me to uderstand the issue here. Thanks in advance.An error occurred while calling o183....
Using of mouse and touch pad is very annoying that's why Microsoft launch windows shortcut keys. shortcut keys of laptop This windows shortcut keys are used for avoiding the use of mouse and touch pad.
For the sake of organization, I would like to define a few functions in notebook A, and have notebook B have access to those functions in notebook A. Having everything in one notebook makes it look very cluttered. Is this possible?
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I have 4 DFs: Avg_OpenBy_Year, AvgHighBy_Year, AvgLowBy_Year and AvgClose_By_Year, all of them have a common column of 'Year'.I want to join the three together to get a final df like:`Year, Open, High, Low, Close`At the moment I have to use the ugly...
This is an expensive and long-running job that gets about halfway done before failing. The stack trace is included below, but here is the salient part:
Caused by: org.apache.spark.SparkException: Job aborted due to stage failure: Task 4881 in stage...
According to https://docs.databricks.com/jobs.html#jar-job-tips:"Job output, such as log output emitted to stdout, is subject to a 20MB size limit. If the total output has a larger size, the run will be canceled and marked as failed."That was my prob...
I am trying to write a function in Azure databricks. I would like to spark.sql inside the function. But it looks like I cannot use it with worker nodes.
def SEL_ID(value, index):
# some processing on value here
ans = spark.sql("SELECT id FRO...
I am using spark version 2.4.0. I know that Backslash is default escape character in spark but still I am facing below issue.
I am reading a csv file into a spark dataframe (using pyspark language) and writing back the dataframe into csv. I have so...
Using sparkcsv to write data to dbfs, which I plan to move to my laptop via standard s3 copy commands.
The default for spark csv is to write output into partitions. I can force it to a single partition, but would really like to know if there is a ge...
Hello,
Currently, I'm facing problem with line separator inside csv file, which is exported from data frame in Azure Databricks (version Spark 2.4.3) to Azure Blob storage. All those csv files contains LF as line-separator. I need to have CRLF (\r\n...
I understand that plots in R notebooks are captured by a png graphics device. Is there a way to set the size or the aspect ratio of the canvas? I understand that I can resize the rendered .png by dragging the handle in the notebook, but that means I...
Hi @sdaza​ , the answer above didn't change the size somehow, or perhaps I was putting it in the wrong place? I entered it in a new cell before the %sql cell with the plot chart.