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Start your journey with Databricks by joining discussions on getting started guides, tutorials, and introductory topics. Connect with beginners and experts alike to kickstart your Databricks experience.
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nikhilprajapati
by • New Contributor
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Data in dataframe is also getting deleted when we are trying to delete records from underlying table

  Hi , We are trying to load data from a delta table to a dataframe(a copy of original table) . Initially delta table has count 911 . The dataframe in which the data is loaded also has the same count .Now,  we are deleting some records from the delta...

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Hkesharwani
Contributor II
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Hi, There is a way to retain the copy of data frame, even if the data in underling table is manipulated but that's a memory expensive operation, be careful while using it.df1 = spark.createDataFrame(df.rdd.map(lambda x: x), schema=df.schema)Here we a...

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Ramakrishnan83
by • New Contributor III
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Renaming the database Name in Databricks

Team,Initially our team created the databases with the environment name appended. Ex: cust_dev, cust_qa, cust_prod.I am looking to standardize the database name as consistent name across environments. I want to rename to "cust". All of my tables are ...

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Avvar2022
Contributor
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You can also use “CASCADE” to drop schema and tables as well. It is recursive. 

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eheinlein
by • New Contributor
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How to confirm a workspace ID via an api token?

Hello! We are integrating with Databricks and we get the API key, workspace ID, and host from our users in order to connect to Databricks. We need the to validate the workspace ID because we do need it outside of the context of the API key (with webh...

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df_Jreco
by • New Contributor II
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Custom python package iin Notebook task using bundle

Hi mates!I'n my company, we are moving our pipelines to Databricks bundles, our pipelines use a notebook that receives some parameters.This notebook uses a custom python package to apply the business logic based on the parameters that receive.The thi...

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databricks-bundles
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df_Jreco
New Contributor II
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 Solved understanding the databricks.yml configuration!

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esi
by • New Contributor II
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numpy.ndarray size changed, may indicate binary incompatibility

Hi All,I have installed the following libraries on my cluster (11.3 LTS that includes Apache Spark 3.3.0, Scala 2.12):numpy==1.21.4flair==0.12 ‎on executing `from flair.models import TextClassifier`, I get the following error:"numpy.ndarray size chan...

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sean_owen
Databricks Employee
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You have changed the numpy version, and presumably that is not compatible with other libraries in the runtime. If flair requires later numpy, then use a later DBR runtime for best results, which already has later numpy versions

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niruban
by • Databricks Partner
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Databricks Asset Bundle Behaviour for new workflows and existing workflows

Dear Community Members -I am trying to deploy a workflow using DAB. After deploying if I am updating the same workflow with different bundle name it is creating a new workflow instead of updating the existing workflow. Also when I am trying to use sa...

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niruban
Databricks Partner
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@nicole_lu_PM : Do you have any suggestions or feedback for the above question ? It will be really helpful if we can get some insights. 

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karola61
by • New Contributor II
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org.apache.spark.SparkException: Job aborted due to stage failure:

org.apache.spark.SparkException: Job aborted due to stage failure:

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rajeshg
New Contributor II
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Along with Job aborted due to stage failure: if you see slave lost... then it is due to less memory allocated for executors, more cores per executor more memory required or the other possibility is you have used max cpu available in cluster and the d...

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Awoke101
by • New Contributor III
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UC_COMMAND_NOT_SUPPORTED.WITHOUT_RECOMMENDATION in shared access mode?

I'm using a shared access cluster and am getting this error while trying to upload to Qdrant.  #embeddings_df = embeddings_df.limit(5) options = { "qdrant_url": QDRANT_GRPC_URL, "api_key": QDRANT_API_KEY, "collection_name": QDRANT_COLLEC...

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qdrant
shared_acess
UC_COMMAND_NOT_SUPPORTED.WITHOUT_RECOMMENDATION
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