Alert thresholds and policies in MLOps - Interactive Code Practice

Practice - 5 Tasks

1fill in blank

easy

Complete the code to set the alert threshold to 80%.

MLOps

alert_threshold = [1]

Drag options to blanks, or click blank then click option'

A80

B60

C90

D70

Attempts:

3 left

💡 Hint

Common Mistakes

Using a value lower than 80 causes alerts too early.

Using a value higher than 80 delays alerts.

The alert threshold is set to 80, meaning alerts trigger when the metric reaches 80%.

2fill in blank

medium

Complete the code to define the alert policy name as 'High CPU Usage'.

MLOps

alert_policy_name = '[1]'

Drag options to blanks, or click blank then click option'

ALow Memory

BNetwork Latency

CDisk Full

DHigh CPU Usage

Attempts:

3 left

💡 Hint

Common Mistakes

Choosing unrelated policy names.

Forgetting to use quotes around the string.

The alert policy name is set to 'High CPU Usage' to identify alerts related to CPU load.

3fill in blank

hard

Fix the error in the alert condition to check if CPU usage is greater than the threshold.

MLOps

if cpu_usage [1] alert_threshold:

Drag options to blanks, or click blank then click option'

A==

B<=

C>

D<

Attempts:

3 left

💡 Hint

Common Mistakes

Using less than operator causes alerts to trigger incorrectly.

Using equality operator misses cases where usage is higher.

The condition should check if CPU usage is greater than the threshold to trigger an alert.

4fill in blank

hard

Fill both blanks to create a policy that triggers when memory usage is above 75% and duration is over 5 minutes.

MLOps

if memory_usage [1] 75 and duration [2] 5:

Drag options to blanks, or click blank then click option'

A>

B<

C>=

D<=

Attempts:

3 left

💡 Hint

Common Mistakes

Using less than operators causes the policy to trigger incorrectly.

Using strict greater than for duration misses exact 5 minutes.

The policy triggers when memory usage is greater than 75 and duration is at least 5 minutes.

5fill in blank

hard

Fill both blanks to define an alert dictionary with keys 'metric', 'threshold', and 'policy'.

MLOps

alert = {
    '[1]': 'cpu_usage',
    '[2]': 80
}

Drag options to blanks, or click blank then click option'

A{

Bmetric

Cthreshold

Dpolicy

Attempts:

3 left

💡 Hint

Common Mistakes

Using wrong keys like 'policy' instead of 'threshold'.

Missing the opening brace '{' for the dictionary.

The alert dictionary starts with '{', and has keys 'metric' and 'threshold' with their values.