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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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Forum Posts

davidmory38
by New Contributor
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Best Database for facial recognition/ Fast comparisons of Euclidean distance

Hello people,I'm trying to build a facial recognition application, and I have a working API, that takes in an image of a face and spits out a vector that encodes it. I need to run this on a million faces, store them in a db and when the system goes o...

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Dan_Z
Databricks Employee
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You could do this with Spark storing in parquet/Delta. For each face you would write out a record with a column for metadata, a column for the encoded vector array, and other columns for hashing. You could use a PandasUDF to do the distributed dista...

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austiamel47
by New Contributor
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Databricks delta lake

Can we use databricks delta lake as a data warehouse kind of thing where business analysts can explore data according to their needs ? Delta lake provides following features which I think supports this idea support to sql syntaxprovide ACID guarante...

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Dan_Z
Databricks Employee
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@austiamel47, Yes, you can certainly do this. Delta Lake is designed to be competitive with traditional data warehouses and with some tuning can power low-latency dashboards.https://databricks.com/glossary/data-lakehouse

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Ryan_Chynoweth
by Databricks Employee
  • 3369 Views
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Ryan_Chynoweth
Databricks Employee
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Yes. A new workspace would need to be deployed because Azure allows people to change the vnet cidr but it requires you to remove all the vnet resources first. This includes the Databricks deployment, therefore, this is an Azure restriction on how VNE...

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wallystart
by New Contributor III
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Is possible to use jupyter extensions in databricks?

Hi, we need create an interactive map from ipyleaflet library and this use jupyterlab extensionjupyter labextension install @jupyter-widgets/jupyterlab-manager jupyter-leafletWe achieved to show with displayHTML but we lose the widget events

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jholder
by New Contributor II
  • 2693 Views
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Cluster Pending

Hello, Relatively new to Databricks and I've been using the Community Edition for a little bit now. I've recently been having more and more issues with my clusters pending until they time out before ever starting up. I've seen a few other posts here...

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GustavoRocha
New Contributor III
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It seems that it's working now. At least for me...

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daniil_terentye
by New Contributor III
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New task orchestration tool

Hi everybody! Is it possible to use one job cluster for multiple tasks using new task orchestration tool? If so then please tell how. If it's impossible then this new tool looks useless Regards, Daniil.

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daniil_terentye
New Contributor III
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Databricks team, are there any news about it?

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MichaelBlahay
by New Contributor
  • 3679 Views
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Where is dbfs mounted with community edition?

The the regular version of databricks, the dbfs is mounted at /dbfs. This does not seem to be the case with community edition. I am seeking more details.

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AlexandrePetrul
New Contributor II
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If you are using DBR 7.x. or newer versions the dbfs is disabled. You have to use dbutils.fs.cp commands as a workaround.

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User16752239289
by Databricks Employee
  • 4598 Views
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Resolved! EC2 instances are not stoped after the cluster terminated

I found that Databricks did not stop and delete ec2 instances of clusters. After the cluster terminate , the ec2 instances are still running.

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User16752239289
Databricks Employee
  • 2 kudos

Please make sure the Databricks IAM role does have all required permission mentioned https://docs.databricks.com/administration-guide/account-api/iam-role.html#0-language-Your%C2%A0VPC,%C2%A0defaultMake sure you did not change the EC2 tags especially...

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Vu_QuangNguyen
by New Contributor
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Structured streaming from an overwrite delta path

Hi experts, I need to ingest data from an existing delta path to my own delta lake. The dataflow is as shown in the diagram: Data team reads full snapshot of a database table and overwrite to a delta path. This is done many times per day, but...

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RajuNagarajan
by New Contributor
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GroupBy in a multi node environment

I have a group of rows with Information on a nested product calls. example- Trxn1-product1-caller1-local1 Trxn1-Product1-local1-local2 Trxn1-Product1-local2-local3 here’s is a expected calls for a product product1-caller1-local1 Product1-local1-loc...

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User15787040559
by Databricks Employee
  • 2171 Views
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What is the equivalent command for constructing the filepath in Databricks on AWS? filepath = f"{working_dir}/keras_checkpoint_weights.ckpt"

dbutils.fs.mkdirs("/foobar/")See https://docs.databricks.com/data/databricks-file-system.html

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User16752239289
Databricks Employee
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To access DBFS via local file APIs, you can try /dbfs/<foobar>https://docs.databricks.com/data/databricks-file-system.html?_ga=2.41953189.1820496821.1627689131-1247613683.1627514237#local-file-apis

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caleyfeli85
by New Contributor
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Databricks-connect: is it safe to store my PAT in plaintext?

i am getting began with databricks-connect to hook up with my azure databricks cluster the use of a private get admission to token. it looks 192.168.1.254 like this token is being stored in a uncooked text report. if it is proper, is there a extra r...

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