Saving resulting files

Saving resulting files#

If you know that code generation from a specific prompt works in the vast majority of cases, you may want to execute code-generation once and go ahead to process the result, e.g. by accessing the file where a plot is stored. You can approach such scenarios like this:

from sand_bob import generate_code, config_scadsai_llm
config_scadsai_llm()

result = generate_code("Plot a sigmoid", dependencies=["numpy", "seaborn", "matplotlib"])
result

Execution Output

Sigmoid function plotted over the range [-10, 10]
/display_output/sigmoid_plot.png

import numpy as np
import matplotlib.pyplot as plt

# Create data for the sigmoid curve
x = np.linspace(-10, 10, 400)
y = 1 / (1 + np.exp(-x))

# Plot the sigmoid
plt.figure(figsize=(6, 4))
plt.plot(x, y, label='sigmoid')
plt.title('Sigmoid Function')
plt.xlabel('x')
plt.ylabel('σ(x)')
plt.grid(True)
plt.legend()

# Save the plot in the required formats
png_path = "/display_output/sigmoid_plot.png"
svg_path = "/display_output/sigmoid_plot.svg"
plt.savefig(png_path, format='png')
plt.savefig(svg_path, format='svg')

# Display the plot
plt.show()

# Description of the result (second‑last output)
print("Sigmoid function plotted over the range [-10, 10]")

# Final result: the filename of the PNG file (last output)
print(png_path)

Execution Details

Execution reason: Initial execution
Dependencies: numpy, seaborn, matplotlib
Final result: [[[255 255 255 255] [255 255 255 255] [255 255 255 255] ... [255 255 255 255] [255 255 255 255] [255 255 255 255]] [[255 255 255 255] [255 255 255 255] [255 255 255 255] ... [255 255 255 255] [255 255 255 255] [255 255 255 255]] [[255 255 255 255] [255 255 255 255] [255 255 255 255] ... [255 255 255 255] [255 255 255 255] [255 255 255 255]] ... [[255 255 255 255] [255 255 255 255] [255 255 255 255] ... [255 255 255 255] [255 255 255 255] [255 255 255 255]] [[255 255 255 255] [255 255 255 255] [255 255 255 255] ... [255 255 255 255] [255 255 255 255] [255 255 255 255]] [[255 255 255 255] [255 255 255 255] [255 255 255 255] ... [255 255 255 255] [255 255 255 255] [255 255 255 255]]]
Build Time: 0.41s
Run Time: 4.39s
Execution Time: 4.90s
Total Time: 72.58s
Files:
- /display_output/notebook_executed.ipynb
- /display_output/sigmoid_plot.png
- /display_output/sigmoid_plot.svg

Feedback:

The code is functional and follows most requirements, but it can be improved by removing redundant print statements to strictly adhere to the "Final result" guidelines.

**Code Complexity / Final Result**
The task asks for the final result to be displayed. Currently, the code prints a descriptive sentence and then the filename. Only the filenames should be printed at the very end.

Old code:
```python
# Description of the result (second‑last output)
print("Sigmoid function plotted over the range [-10, 10]")

# Final result: the filename of the PNG file (last output)
print(png_path)
```

New code:
```python
# Final result: print filenames of the saved plots
print(png_path)
print(svg_path)
```

**Overall the code looks good.**

LLM backend

Task	Function	Model
Generate code	prompt_scadsai_llm	openai/gpt-oss-120b
Fix code	prompt_scadsai_llm	openai/gpt-oss-120b
Determine dependencies	prompt_scadsai_llm	openai/gpt-oss-120b
Generate code feedback	prompt_scadsai_llm	google/gemma-4-31B-it
Summarize code	prompt_scadsai_llm	openai/gpt-oss-120b
Notebook conversion	prompt_scadsai_llm	openai/gpt-oss-120b

After execution, saved files are stored:

list(result.files.keys())

['/display_output/notebook_executed.ipynb',
 '/display_output/sigmoid_plot.png',
 '/display_output/sigmoid_plot.svg']

One can access the byte arrays of the files like this:

result.files['/display_output/sigmoid_plot.svg']

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