Become Snowflake Certified with updated ARA-C01 exam questions and correct answers
Which of these Snowflake components/objects is NOT typically used in building continuous ELT pipelines?
A company has built a data pipeline using Snowpipe to ingest files from an Amazon S3 bucket. Snowpipe is
configured to load data into staging database tables. Then a task runs to load the data from the staging database
tables into the reporting database tables.
The company is satisfied with the availability of the data in the reporting database tables, but the reporting
tables are not pruning effectively. Currently, a size 4X-Large virtual warehouse is being used to query all of the tables in the reporting database.
What step can be taken to improve the pruning of the reporting tables?
Data replication in snowflake helps in
An Architect for a multi-national transportation company has a system that is used to check the weather
conditions along vehicle routes. The data is provided to drivers.
The weather information is delivered regularly by a third-party company and this information is generated as
JSON structure. Then the data is loaded into Snowflake in a column with a VARIANT data type. This
table is directly queried to deliver the statistics to the drivers with minimum time lapse.
A single entry includes (but is not limited to):
- Weather condition; cloudy, sunny, rainy, etc.
- Degree
- Longitude and latitude
- Timeframe
- Location address - Wind
The table holds more than 10 years' worth of data in order to deliver the statistics from different years and
locations. The amount of data on the table increases every day.
The drivers report that they are not receiving the weather statistics for their locations in time.
What can the Architect do to deliver the statistics to the drivers faster?
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