package unit; import java.util.*; /** * Standalone unit tests for pandas CWE-407 defects. * * pandas-0001: Styler render — O(R×H) hidden_rows list membership in render loops * Simulates: [r for r in range(len(index)) if r not in self.hidden_rows] * and the body-cell loop: if r not in self.hidden_rows (O(H) per row). * slow(): list.contains(r) per row iteration — O(R×H) * fast(): HashSet.contains(r) per row iteration — O(R) * Assert: slowOps >= fastOps * 10 for R=2000 rows, H=500 hidden rows */ public class PandasTest { // ── pandas-0001 ─────────────────────────────────────────────────────────── /** * Slow path: hidden rows stored as a List. * Each membership test scans up to H entries — O(H) per row. * Total for R rows: O(R × H). * * @param totalRows total row count R * @param hiddenRows set of hidden row indices (stored as list) * @return op count (each element comparison in list.contains() = 1 op) */ static long slowRenderRows(int totalRows, List hiddenRows) { long ops = 0; List visibleRows = new ArrayList<>(); for (int r = 0; r < totalRows; r++) { // Mirrors: if r not in self.hidden_rows — linear scan boolean found = false; for (int i = 0; i < hiddenRows.size(); i++) { ops++; if (hiddenRows.get(i) == r) { found = true; break; } } if (!found) { visibleRows.add(r); } } return ops; } /** * Fast path: hidden rows stored as a HashSet. * Each membership test is O(1). Total for R rows: O(R + H). * * @param totalRows total row count R * @param hiddenRows set of hidden row indices (stored as list — converted once) * @return op count (1 op per row for set.contains + 1 op per hidden row to build set) */ static long fastRenderRows(int totalRows, List hiddenRows) { long ops = 0; List visibleRows = new ArrayList<>(); // Build set once: O(H) Set hiddenSet = new HashSet<>(hiddenRows.size() * 2); for (int h : hiddenRows) { hiddenSet.add(h); ops++; } for (int r = 0; r < totalRows; r++) { ops++; // O(1) set.contains if (!hiddenSet.contains(r)) { visibleRows.add(r); } } return ops; } static void testRenderRows() { int R = 2000; // total rows int H = 500; // hidden rows (scattered through the middle — maximizes scan depth) List hiddenRows = new ArrayList<>(H); // Hidden rows in the range [R/4, R/4+H) — they appear late in the list for (int i = R / 4; i < R / 4 + H; i++) hiddenRows.add(i); long slowOps = slowRenderRows(R, hiddenRows); long fastOps = fastRenderRows(R, hiddenRows); System.out.printf( "pandas-0001 R=%-5d H=%-4d slowOps=%-8d fastOps=%-6d ratio=%.1fx%n", R, H, slowOps, fastOps, (double) slowOps / fastOps ); assert slowOps > fastOps * 10 : "pandas-0001 FAIL: expected slowOps > 10×fastOps, got " + slowOps + " vs " + fastOps; System.out.println("pandas-0001 PASS"); } // ── main ────────────────────────────────────────────────────────────────── public static void main(String[] args) { int pass = 0, total = 1; try { testRenderRows(); pass++; } catch (AssertionError e) { System.err.println(e.getMessage()); } System.out.printf("%n%d/%d PASS%n", pass, total); if (pass != total) System.exit(1); } }