1. What actions are performed when the ModelOutput.publish() method is called in Foundry's Code
Repositories? Select two:
It serializes the model using the ModelAdapter.save() method.
It initializes the model adapter with the fresh model.
It runs the model inference.
It creates a new model version.
It serializes the model using the ModelAdapter.save() method.
It creates a new model version.
,2. Which of the following is the correct sequence of steps to configure a direct connection in Foundry's
managed SaaS platform?
configure a network policy → provision credentials → create the source in data connection → configure
network egress policy
create the source in data connection → configure a network policy → configure network egress policy →
provision credentials
provision credentials → configure network egress policy → create the source in data connection → configure
a network policy
configure a network egress policy → provision credentials → create the source in data connection →
configure a network policy
configure a network egress policy → provision credentials → create the source in data connection →
configure a network policy
,2. You have added a new Python library to your Foundry Code Repository, but when you try to import its
modules in your code, they are not recognized. What should you do to resolve this issue?
Switch to a different branch.
Reinstall the entire environment.
Manually edit the meta.yaml file.
Restart Code Assist.
Restart Code Assist.
3. Which of the following configurations can be used to customize Transform Logic Level Versioning (TLLV)
in Foundry? Select two.
Adding tllvFiles with specific file paths in transformsPython configuration.
Setting tllv to false in transformsPython configuration.
Using @transform decorator with multiple Output specifications.
Enabling tllvIncludeDeps to prevent invalidation when dependencies change.
Adding tllvFiles with specific file paths in transformsPython configuration.
Setting tllv to false in transformsPython configuration.
, 5. You are responsible for integrating data from an Azure storage account into Foundry. To ensure optimal
uptime and performance without managing additional infrastructure, which connection method should you
configure?
Third-Party Sync Tool
Agent-based Connection
Manual Network Tunneling
Direct Connection
Direct Connection
6. After setting a JDBC sync to use the APPEND transaction type for incremental syncs, you notice that multiple
versions of the same row appear in the dataset when updates occur. What should you do to ensure that only
the latest version of each row is present in the dataset?
Use the Overwrite transaction type instead of APPEND.
Disable incremental syncs and perform full batch syncs instead.
Ignore the duplicates as they do not affect data integrity.
Configure another tool in Foundry, such as Transforms, to clean the data.
Configure another tool in Foundry, such as Transforms, to clean the data.
Repositories? Select two:
It serializes the model using the ModelAdapter.save() method.
It initializes the model adapter with the fresh model.
It runs the model inference.
It creates a new model version.
It serializes the model using the ModelAdapter.save() method.
It creates a new model version.
,2. Which of the following is the correct sequence of steps to configure a direct connection in Foundry's
managed SaaS platform?
configure a network policy → provision credentials → create the source in data connection → configure
network egress policy
create the source in data connection → configure a network policy → configure network egress policy →
provision credentials
provision credentials → configure network egress policy → create the source in data connection → configure
a network policy
configure a network egress policy → provision credentials → create the source in data connection →
configure a network policy
configure a network egress policy → provision credentials → create the source in data connection →
configure a network policy
,2. You have added a new Python library to your Foundry Code Repository, but when you try to import its
modules in your code, they are not recognized. What should you do to resolve this issue?
Switch to a different branch.
Reinstall the entire environment.
Manually edit the meta.yaml file.
Restart Code Assist.
Restart Code Assist.
3. Which of the following configurations can be used to customize Transform Logic Level Versioning (TLLV)
in Foundry? Select two.
Adding tllvFiles with specific file paths in transformsPython configuration.
Setting tllv to false in transformsPython configuration.
Using @transform decorator with multiple Output specifications.
Enabling tllvIncludeDeps to prevent invalidation when dependencies change.
Adding tllvFiles with specific file paths in transformsPython configuration.
Setting tllv to false in transformsPython configuration.
, 5. You are responsible for integrating data from an Azure storage account into Foundry. To ensure optimal
uptime and performance without managing additional infrastructure, which connection method should you
configure?
Third-Party Sync Tool
Agent-based Connection
Manual Network Tunneling
Direct Connection
Direct Connection
6. After setting a JDBC sync to use the APPEND transaction type for incremental syncs, you notice that multiple
versions of the same row appear in the dataset when updates occur. What should you do to ensure that only
the latest version of each row is present in the dataset?
Use the Overwrite transaction type instead of APPEND.
Disable incremental syncs and perform full batch syncs instead.
Ignore the duplicates as they do not affect data integrity.
Configure another tool in Foundry, such as Transforms, to clean the data.
Configure another tool in Foundry, such as Transforms, to clean the data.
