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Data Analytics
Want more from your data? Have questions about products like BigQuery, Dataflow, or Pub/Sub? You're in the right place. Join conversations around data warehouse modernization, streaming analytics, business intelligence, and more.
Focused on Looker? Engage with the Looker Community here.
Focused on Looker? Engage with the Looker Community here.
Forum Posts
JSON schema support in Pub/Sub
Hi Team,We want to register a JSON schema for Pub/Sub topic, but unfortunately, Pub/Sub is not providing the s...
Costs in BigQuery
Hello,Could you please advise on how to reduce the cost of operations in BigQuery? We are using replication fr...
BigQuery - Loop hrough each row, left join and unionall
I am struggling to achieve this logic in BigQuery. I shall be grateful if someone can helpConsider these 2 CTE...
How to Set Dataform Retry Mechanism with Native Workflow Scheduler ?
Halo, i got question about How to Set Dataform Retry Mechanism with Native Workflow Scheduler ? because existi...
How to convert Time data type in Data Fusion?
Hi everyone,I'm trying to load a CSV file from a GCS bucket to BigQuery while performing some transformations ...
Why the evaluator rejected the solution even when the query ran successfully?
I was working on a challenge lab where I was given task to apply column-level policy tags as a part of secure ...
New to Data Analytics
I am very new to Data Analytics, I have just started. I am pursuing a certification in Data Analytics from Sim...
How to Hide Unhide a Chart in Looker Studio based on User Parameters
Scenario: I want to build a Visualisation where I want to give user the ability to toggle between 2 charts in ...
Data loss in Big Query while using Firebase.
We are seeing that the metric numbers that we are calculating using BQ are coming out to be very low. One of t...
Data loss in Big Query while using Firebase.
Hi!We have noticed a discrepancy in the data between Firebase and BigQuery since the end of February. Earlier ...
Cloud Pubsub Expiration Deadline with streaming pull subcription
Hi,I am working on a cloud pub sub process and i face some ack expiration deadlines. Here are the settings I h...
disk quota exceed but can not see its used anywhere
my quota is 4096 GB and its reached after I triggered the serverless spark job ( which failed) but its still s...
How can I see list of columns and tables in a dataset ?
Hi All,I want to query the metadata of a dataset..'ex: list of all the columns , tables views etc.I have found...
Unable to add batch priority to LoadJobConfig using python sdk
I am trying to add a csv file with priority as batch using LoadJobConfig python sdk. I am getting this error: ...
Cloud Composer 2 unable to send SMTP emails
Hi Team,I am struggling in sending a email from cloud-composer 2 environment(composer-2.0.11-airflow-2.2.3) vi...
Missing some events from events_table in BQ/Firebase link
Hello, dear community!I have several Firebase projects.All projects are connected to one BQ.Each firebase proj...
Dataform Execution Error
I'm getting an error on Dataform after execution of the query where the failure status reason is "Not found; G...
Empty crashlytics template in Looker Studio
Hi everyone,I am successfully exporting my Crashlytics data to BigQuery, and tried to export it to the provide...
Dataplex Capabilities
Just kicking the tires here on Dataplex to see if it is the right fit. We are interested in its governance cap...
Error while configuring data fusion wrangler properties
Hi Community,I am trying to create a pipeline in Data Fusion where my source is a CSV file stored in a GCS buc...
Dataform: Release config PATCH from new compilation result not working
Hi there,Our current CI/CD workflow for Dataform works by updating our release config with a new compilation r...
Failing to load empty cells when a column is converted to simple-date in cloud data fusion
Hi everyone,I'm working on a pipeline to load a CSV file from a GCS bucket into BigQuery using Cloud Data Fusi...
how to pass Env variables for multiple env dynamically
I have created different cloud build Triggers for Different Environment. how can I configure for making one fr...
Cloud Data Fusion - Set up Static IP Address
I am wanting to use Cloud Data Fusion to connect to some SQL databases in my organization. My organization nee...
Facing issue while querying s3 iceberg data from bnigquery
Hi,I see following error when quering iceberg data in s3 from bigquery. Can you please help. Also let me know ...
Not able create distinct primary key values in the pipeline
I have used set counter and assigned it a name. Then I have used that named variable and set-column to create ...
BUG: Looker (studio) YouTube Analytics connector, Country Code excluding null or 'ZZ' = bad totals
I'm using Google's pre-built YouTube analytics connector with Looker Studio, and I'm blending my YouTube sourc...
Silent exit from a Dataform Workflow
Hello Community,I have the following situation:In our project we have some config type: operations scripts tha...
Instance creation failed: Constraint constraints/compute.vmExternalIpAccess violated for project
Hi, I'm running a DataFlow job from Cloudshell where pipeline is created with Python. I know why it's failing....
Offline Audience from ios to Meta Ads
Im trying to identify a unique id to use in both google ads and meta ads to import offline audiences ios. The ...
Articles from Product Experts and Googlers
Deeper Insights with knowledge engine & dataset-level metadata in BQ
In my previous blog From Data to Metadata: Unlocking Insights with Gen AI in BigQuery, we explored how BigQuery's “Insights” feature can automatically generate metadata for your tables and columns helping to uncover hidden patterns and trends within your data. We are now taking it a step further with metadata and insights generation at the dataset level. This new capability not only describes the dataset but also provides an interactive entity relationship map that visually reveals connections between different entities.
A developer's guide for building with Anthropic’s Claude 4 models on Vertex AI
We recently announced the general availability of two new models from the latest generation of Anthropic’s Claude model family on Vertex AI: Claude Opus 4 and Claude Sonnet 4. In this blog, we’ll guide you through building with the new Claude 4 models on Vertex AI.
Introducing DeepSeek R1 Model-as-a-service on Vertex AI Model Garden
Deploying Deepseek-R1-0528, a 671B parameters model, typically necessitates at least 8x H200 GPUs for a single API request. Such extensive resources are not accessible to everyone.To make Deepseek R1 more accessible to developers, we're excited to announce that DeepSeek R1 is now available as a fully managed API on Vertex AI in Preview.
