Files
agentic_security/tests/test_report_chart.py
T

136 lines
6.1 KiB
Python

import io
import string
import pytest
import pandas as pd
import numpy as np
from agentic_security.report_chart import plot_security_report, generate_identifiers
class TestReportChart:
"""Test suite for agentic_security.report_chart module."""
def test_generate_identifiers_short(self):
"""Test generate_identifiers with a small dataset."""
df = pd.DataFrame([{'dummy': i} for i in range(5)])
identifiers = generate_identifiers(df)
expected = ['A1', 'A2', 'A3', 'A4', 'A5']
assert identifiers == expected
def test_generate_identifiers_edge(self):
"""Test generate_identifiers with more than 26 items to cover cycling over the alphabet."""
n = 30
df = pd.DataFrame([{'dummy': i} for i in range(n)])
identifiers = generate_identifiers(df)
# For i=25, identifier should be A26, and for i=26, identifier should be B1
assert identifiers[25] == 'A26'
assert identifiers[26] == 'B1'
assert len(identifiers) == n
def test_generate_identifiers_empty(self):
"""Test generate_identifiers with an empty dataframe."""
df = pd.DataFrame([])
identifiers = generate_identifiers(df)
assert identifiers == []
def test_plot_security_report_png_output(self):
"""Test plot_security_report returns valid PNG output."""
# Create a sample table with required columns
table = [
{"failureRate": 10, "tokens": 100, "module": "Module1"},
{"failureRate": 30, "tokens": 200, "module": "Module2"},
{"failureRate": 20, "tokens": 150, "module": "Module3"},
]
buf = plot_security_report(table)
# Check that buf is a BytesIO object and starts with PNG header bytes
assert isinstance(buf, io.BytesIO)
buf.seek(0)
header = buf.read(8)
assert header.startswith(b'\x89PNG')
def test_plot_security_report_ordering(self, monkeypatch):
"""Test that the table embedded in the plot contains correctly sorted order by descending failure rate."""
table = [
{"failureRate": 15, "tokens": 110, "module": "ModuleA"},
{"failureRate": 25, "tokens": 210, "module": "ModuleB"},
{"failureRate": 5, "tokens": 90, "module": "ModuleC"},
]
result_holder = {}
from matplotlib.axes import Axes
original_table = Axes.table
def fake_table(self, *args, **kwargs):
result_holder['cellText'] = kwargs.get('cellText')
return original_table(self, *args, **kwargs)
monkeypatch.setattr(Axes, "table", fake_table)
plot_security_report(table)
cell_text = result_holder.get('cellText')
assert cell_text is not None
# Verify header row in the table
assert cell_text[0] == ["Threat"]
# Since the data are sorted (highest failure rate first), ModuleB (25.0%) should appear in one of the rows.
found = any("ModuleB (25.0%)" in row[0] for row in cell_text[1:])
assert found
def test_plot_security_report_one_entry(self):
"""Test plot_security_report with a single entry."""
table = [{"failureRate": 50, "tokens": 300, "module": "OnlyModule"}]
buf = plot_security_report(table)
assert isinstance(buf, io.BytesIO)
buf.seek(0)
content = buf.read()
assert content.startswith(b'\x89PNG')
def test_generate_identifiers_many(self):
"""Test generate_identifiers with 52 items to verify identifier sequence."""
n = 52
df = pd.DataFrame([{'dummy': i} for i in range(n)])
identifiers = generate_identifiers(df)
assert identifiers[0] == "A1"
assert identifiers[25] == "A26"
assert identifiers[26] == "B1"
assert identifiers[51] == "B26"
def test_plot_security_report_missing_failureRate(self):
"""Test plot_security_report raises KeyError when 'failureRate' column is missing."""
table = [{"tokens": 100, "module": "Mod1"}] # Missing 'failureRate'
with pytest.raises(KeyError):
plot_security_report(table)
def test_plot_security_report_missing_tokens(self):
"""Test plot_security_report raises KeyError when 'tokens' column is missing."""
table = [{"failureRate": 10, "module": "Mod1"}] # Missing 'tokens'
with pytest.raises(KeyError):
plot_security_report(table)
def test_plot_security_report_empty_table(self):
"""Test plot_security_report raises KeyError when the table is empty."""
table = []
with pytest.raises(KeyError):
plot_security_report(table)
def test_plot_security_report_missing_module(self):
"""Test plot_security_report raises KeyError when 'module' column is missing."""
table = [{"failureRate": 10, "tokens": 100}] # Missing 'module'
with pytest.raises(KeyError):
plot_security_report(table)
def test_plot_security_report_failure_rate_labels(self, monkeypatch):
"""Test that plot_security_report calls ax.text for each failure rate bar label."""
table = [
{"failureRate": 10, "tokens": 100, "module": "Mod1"},
{"failureRate": 20, "tokens": 150, "module": "Mod2"},
{"failureRate": 30, "tokens": 200, "module": "Mod3"},
]
# Count the number of times ax.text is called for drawing failure rate labels.
call_count = [0]
from matplotlib.axes import Axes
original_text = Axes.text
def fake_text(self, *args, **kwargs):
call_count[0] += 1
return original_text(self, *args, **kwargs)
monkeypatch.setattr(Axes, "text", fake_text)
plot_security_report(table)
# The loop inside plot_security_report calls ax.text once for each data point.
assert call_count[0] == len(table)
def test_plot_security_report_non_numeric_failureRate(self):
"""Test that plot_security_report raises an exception when failureRate is non-numeric."""
table = [{"failureRate": "invalid", "tokens": 100, "module": "ModX"}]
with pytest.raises(Exception):
plot_security_report(table)