feat(rename agentic_security):

agentic_security/report_chart.py

@@ -0,0 +1,74 @@
+from io import BytesIO
+from textwrap import wrap
+
+import matplotlib as mpl
+import matplotlib.pyplot as plt
+import numpy as np
+import pandas as pd
+from matplotlib.cm import ScalarMappable
+
+
+def plot_security_report(table):
+
+    data = pd.DataFrame(table)
+
+    # Sorting by failureRate for a meaningful arrangement
+    data_sorted = data.sort_values("failureRate", ascending=False)
+
+    # Values for the plot
+    angles = np.linspace(0, 2 * np.pi, len(data_sorted), endpoint=False)
+    failure_rate = data_sorted["failureRate"]
+    tokens = data_sorted["tokens"]
+
+    # Styling parameters
+    COLORS = ["#6C5B7B", "#C06C84", "#F67280", "#F8B195"]
+    cmap = mpl.colors.LinearSegmentedColormap.from_list("custom", COLORS, N=256)
+    norm = mpl.colors.Normalize(vmin=tokens.min(), vmax=tokens.max())
+
+    # Polar plot setup
+    fig, ax = plt.subplots(figsize=(10, 8), subplot_kw={"projection": "polar"})
+    ax.set_theta_offset(np.pi / 2)
+    ax.set_theta_direction(-1)
+    ax.set_facecolor("white")
+    # Bars for failureRate with colors based on 'tokens'
+    bars = ax.bar(
+        angles,
+        failure_rate,
+        width=0.3,
+        color=[cmap(norm(t)) for t in tokens],
+        alpha=0.75,
+        label="Failure Rate %",
+    )
+
+    # Add labels for the modules
+    module_labels = ["\n".join(wrap(m, 10)) for m in data_sorted["module"]]
+    ax.set_xticks(angles)
+
+    # Add dashed vertical lines. These are just references
+
+    ax.set_xticklabels(module_labels, fontsize=7, color="#333")
+
+    # Color bar for the tokens
+    sm = ScalarMappable(cmap=cmap, norm=norm)
+    sm.set_array([])
+    cbar = plt.colorbar(sm, ax=ax, orientation="horizontal", pad=0.1)
+    cbar.set_label("Token Count (k)", fontsize=12, color="#444")
+
+    # Grid and legend
+    ax.grid(True, color="gray", linestyle=":", linewidth=0.5)
+    plt.legend(loc="upper right", bbox_to_anchor=(1.1, 1.1))
+    ax.vlines(angles, 0, 100, color="#444", ls=(0, (4, 4)), zorder=11)
+
+    # Title and subtitle
+    title = "Security Report for Different Modules"
+    # fig.suptitle(title, fontsize=18, weight="bold", ha="center", va="top")
+
+    caption = "Report generated by https://github.com/msoedov/agentic_security"
+
+    fig.text(0.5, 0.025, caption, fontsize=10, ha="center", va="baseline")
+
+    buf = BytesIO()
+    plt.savefig(buf, format="jpeg")
+    plt.close(fig)
+    buf.seek(0)
+    return buf