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Data Engineering
Join discussions on data engineering best practices, architectures, and optimization strategies within the Databricks Community. Exchange insights and solutions with fellow data engineers.
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User16137833804
by • Databricks Employee
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User16826994223
Databricks Employee
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we have a limit of 100 Secret scopes and each secret can have 1000 key-value pair of secrets.https://docs.microsoft.com/en-us/azure/databricks/security/secrets/secret-scopes

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Anonymous
by • Not applicable
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User16826994223
Databricks Employee
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Hi we have best practices around streaming with Kinesis and you can find them here .https://docs.databricks.com/spark/latest/structured-streaming/kinesis-best-practices.html

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User16826987838
by • Databricks Employee
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User16826994223
Databricks Employee
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nope not possible you can set the name that shows up in azure portal though (but only when you’re first creating the WS i believe)

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User16826987838
by • Databricks Employee
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User16826994223
Databricks Employee
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Running Jobs configured to use an Existing All-Purpose Cluster is considered to be a Job client. If you set workload_type.clients.jobs = false on an all-purpose cluster, it can not be used to run jobs.

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aladda
by • Databricks Employee
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aladda
Databricks Employee
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In Databricks, each cluster creates an initial spark session. And each notebook creates a spark subsession within the same. A temporary View created in one notebook isn't accessible to others. If you need to share view across notebooks, you use Globa...

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aladda
by • Databricks Employee
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aladda
Databricks Employee
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Coalesce essentially groups multiple partitions into a larger partitions. So use coalesce when you want to reduce the number of partitions (and also tasks) without impacting sort order.  Ex:- when you want to write-out a single CSV file output instea...

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aladda
by • Databricks Employee
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aladda
Databricks Employee
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You can disable magic commands for a workspace but not on a per-user basis. Additional details about Workspace ACLs can be found here - https://docs.databricks.com/security/access-control/workspace-acl.html

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aladda
by • Databricks Employee
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aladda
Databricks Employee
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Narrow Transformation: In Narrow transformation, all the elements that are required to compute the records in single partition live in the single partition of parent RDD. Ex:- Select, Filter, Union, Wide Transformation: Wide transformation, all the e...

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aladda
by • Databricks Employee
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aladda
Databricks Employee
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Spark's execution engine is designed to be Lazy. In effect, you're first up build up your analytics/data processing request through a series of Transformations which are then executed by an ActionTransformations are kind of operations which will tran...

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aladda
by • Databricks Employee
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aladda
Databricks Employee
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%run is copying code from another notebook and executing it within the one its called from. All variables defined in the notebook being called are therefore visible to the caller notebook dbutils.notebook.run() is more around executing different note...

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aladda
by • Databricks Employee
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aladda
Databricks Employee
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Z-Ordering is a technique to colocate related information in the same set of files. This co-locality is automatically used by Delta Lake on Databricks data-skipping algorithms to dramatically reduce the amount of data that needs to be read. Syntax fo...

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aladda
by • Databricks Employee
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aladda
Databricks Employee
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Download & Install the Databricks ODBC DriverGet the hostname, port, HTTP Path as described here â€“ there’s slightly different steps for cluster (DDE) or SQL endpoint (DSQL)Get a PAT tokenUse the curl command to validate the network settings using the...

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User15787040559
by • Databricks Employee
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How can I create from scratch a brand new Dataframe with Null values using spark.createDataFrame()?

from pyspark.sql.types import * schema = StructType([ StructField("c1", IntegerType(), True), StructField("c2", StringType(), True), StructField("c3", StringType(), True)]) df = spark.createDataFrame([(1, "2", None), (3, "4", None)], schema)

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Mooune_DBU
Databricks Employee
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df = spark.createDataFrame(sc.emptyRDD(), schema)Can you try this?

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User16826994223
by • Databricks Employee
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Resolved! cluster start Issues

Some of the Jobs are failing in prod with below error message:Can you please check and let us know the reason for this? These are running under pool cluster.Run result unavailable: job failed with error messageUnexpected failure while waiting for the...

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Mooune_DBU
Databricks Employee
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@Kunal Gaurav​ , This status code only occurs in one of two conditions:We’re able to request the instances for the cluster but can’t bootstrap them in time We setup the containers on each instance, but can’t start the containers in timethis is an edg...

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