Replies: 1 comment 5 replies
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@LoiAnsah Unfortunately, screenshots of code are not code and make it very difficult to help.
Could you share a small self-contained "working" (reproducible) example to work with, i.e., a complete Quarto document or a Git repository? The goal is to make it as easy as possible for us to recreate your problem so that we can fix it: please help us help you! Thanks. You can share a self-contained "working" (reproducible) Quarto document using the following syntax, i.e., using more backticks than you have in your document (usually four If you have multiple files (and if it is absolutely required to have multiple files), please share as a Git repository.
Additionally and if not already given, please share the output of |
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Thank you for getting back to me. Here is a code block: ---
title: "Set thresholds and alerts"
date: last-modified
---
When logging a metric, you can define thresholds or use the `passed` parameter to flag whether the metric meets performance criteria. If a metric breaches a threshold, stakeholders receive email alert notifications.
These thresholds and alerts apply to metrics over time blocks[^1], helping you track model performance and identify issues more easily. Thresholds help you flag values that suggest drift, underperformance, or other types of risk—for example, by signaling low, medium, or high risk based on how a metric evolves over time.
Together, thresholds and notifications improve your visibility into model performance and compliance risk, enabling timely intervention when needed.
::: {.attn}
## Prerequisites
- [x] {{< var link.login >}}
- [x] Metrics over time have already been logged via the {{< var validmind.developer >}} for your model.[^1]
- [x] You are a [{{< fa code >}} Developer]{.bubble} or assigned another role with sufficient permissions to perform the tasks in this guide.[^2]
:::
## Use a custom function
To programmatically evaluate whether a metric passes specific criteria, use a custom function:
```python
vm_dataset = vm. log_dataset(
df,
"training",
targets=targets,
)
vm. run_dataset_tests(df, vm_dataset=vm_dataset)
```
```python
def custom_evaluator(value):
return value > 0.6
log_metric(
key="Test Metric",
value=0.65,
recorded_at=datetime.now(),
thresholds={"medium_risk": 0.6},
passed=custom_evaluator(0.65)
)
```
|
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This isn't reproducible, you're missing |
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Hi again, I believe that I was not clear in my previous messages. To clarify, this is a documentation/rendering issue; the .qmd file is not meant to be executable. The code blocks are included for illustrative purposes only, not for execution. The issue I have is the output (referred to screenshot 2): Numbers appear before variable names, Assignment operators (=) and values are misaligned, Syntax highlighting seems broken Markdown: ---
title: "Set thresholds and alerts"
date: last-modified
---
## Use a custom function
To programmatically evaluate whether a metric passes specific criteria, use a custom function:
```python
vm_dataset = vm. log_dataset(
df,
"training",
targets=targets,
)
vm. run_dataset_tests(df, vm_dataset=vm_dataset)
```
```python
def custom_evaluator(value):
return value > 0.6
log_metric(
key="Test Metric",
value=0.65,
recorded_at=datetime.now(),
thresholds={"medium_risk": 0.6},
passed=custom_evaluator(0.65)
)
```
Quarto check: Quarto 1.7.31 [✓] Checking tools....................OK [✓] Checking LaTeX....................OK [✓] Checking Chrome Headless....................OK [✓] Checking basic markdown render....OK [✓] Checking Python 3 installation....OK [✓] Checking Jupyter engine render....OK [✓] Checking R installation...........OK [✓] Checking Knitr engine render......OK Print Stack |
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Even if the code were code blocks and not code cells, you were using the variable shortcode without providing the variables, as syntax highlighting issues usually comes from syntax error in the document, not having those makes your example not reproducible or small if the text was not necessary. FWIW, rendering your last document to HTML leads to no issue on my end. |
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FWIW rendering latest example ---
title: "Set thresholds and alerts"
date: last-modified
---
## Use a custom function
To programmatically evaluate whether a metric passes specific criteria, use a custom function:
```python
vm_dataset = vm. log_dataset(
df,
"training",
targets=targets,
)
vm. run_dataset_tests(df, vm_dataset=vm_dataset)
```
```python
def custom_evaluator(value):
return value > 0.6
log_metric(
key="Test Metric",
value=0.65,
recorded_at=datetime.now(),
thresholds={"medium_risk": 0.6},
passed=custom_evaluator(0.65)
)
```
does like for Mickaël => no issue If you insert this document in a website, check if any CSS rule can modify the default behavior. |
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Description
I'm experiencing a rendering issue in Quarto with a Python code block.
Here's what I'm doing:
I'm writing two Python code blocks in a Markdown file using triple backticks and specifying Python as the language. The first code block renders correctly (see Screenshot 1). But the second block does not render properly, the syntax highlighting is broken, numbers are misplaced, and the structure is distorted (see Screenshot 2).
Screenshot 1
Screenshot 2
Questions
Is there a known issue with certain numeric values, spacing, or characters that break syntax highlighting?
Any suggestions for fixing this rendering issue?
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