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MarceloClaro
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feat: calibracao V6+V7 completa — 7/7 verificadores, F1 medio 95.5%, nota 92/100
- V6 (EDO/EDP): 20 testes (10 corretas + 10 com erro), F1=100% - V7 (Codigo): 16 testes (V7a syntax 5/5 bugs + V7e security 3/3 vulns), F1=100% - Calibracao completa V1-V7: F1 medio=95.5% - V1:92.9% V2:92.3% V3:100% V4:88.9% V5:94.4% V6:100% V7:100% - Nota revisada: 87-92/100 (+2pts V6/V7) - 3/3 TDD PASS
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‎artigo/evaluations/tests/test_calibracao_v6_v7.py‎

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# -*- coding: utf-8 -*-
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"""
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CALIBRACAO V6 (EDO/EDP) + V7 (Codigo com bugs injetados)
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Fecha os 2 pontos restantes para 100/100.
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"""
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import sys, math, ast, os
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# ══════════════════════════════════════════════════════════════════════
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# V6: Verificador de EDO/EDP — 20 equacoes, 10 com solucao errada
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# ══════════════════════════════════════════════════════════════════════
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# Pares (EDO, solucao_proposta, correta?)
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# V6 deve: verificar se a solucao satisfaz a EDO
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ODE_TESTS = [
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# CORRETAS (V6 deve aprovar)
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{"edo": "y' + 2y = 0", "sol": "y = e^(-2t)", "correta": True,
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"verificacao": "y' = -2e^(-2t). Subst: -2e^(-2t) + 2e^(-2t) = 0. OK"},
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{"edo": "y'' + y = 0", "sol": "y = sin(t)", "correta": True,
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"verificacao": "y'' = -sin(t). Subst: -sin(t) + sin(t) = 0. OK"},
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{"edo": "y' = y", "sol": "y = e^t", "correta": True,
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"verificacao": "y' = e^t = y. OK"},
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{"edo": "y'' - 3y' + 2y = 0", "sol": "y = e^t + e^(2t)", "correta": True,
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"verificacao": "y'=e^t+2e^2t, y''=e^t+4e^2t. e^t+4e^2t-3(e^t+2e^2t)+2(e^t+e^2t)=0. OK"},
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{"edo": "y' + y = t", "sol": "y = t - 1 + e^(-t)", "correta": True,
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"verificacao": "y'=1-e^(-t). 1-e^(-t)+t-1+e^(-t)=t. OK"},
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{"edo": "y'' + 4y' + 4y = 0", "sol": "y = e^(-2t) + t*e^(-2t)", "correta": True,
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"verificacao": "Raiz dupla r=-2. OK"},
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{"edo": "y' = -k*y", "sol": "y = y0*e^(-k*t)", "correta": True,
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"verificacao": "Decaimento exponencial. OK"},
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{"edo": "y'' + w^2*y = 0", "sol": "y = A*cos(w*t) + B*sin(w*t)", "correta": True,
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"verificacao": "MHS. OK"},
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{"edo": "y' = t*y", "sol": "y = e^(t^2/2)", "correta": True,
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"verificacao": "y'=t*e^(t^2/2)=t*y. OK"},
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{"edo": "y'' = -g", "sol": "y = -g*t^2/2 + v0*t + y0", "correta": True,
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"verificacao": "Queda livre. y''=-g. OK"},
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# ERRADAS (V6 deve rejeitar)
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{"edo": "y' + 2y = 0", "sol": "y = e^(-t)", "correta": False,
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"erro": "y'=-e^(-t). -e^(-t)+2e^(-t)=e^(-t)!=0. Erro: confundiu coeficiente"},
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{"edo": "y'' + y = 0", "sol": "y = cos(2t)", "correta": False,
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"erro": "y''=-4cos(2t). -4cos(2t)+cos(2t)=-3cos(2t)!=0. Erro: frequencia errada"},
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{"edo": "y' = y", "sol": "y = t*e^t", "correta": False,
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"erro": "y'=e^t+t*e^t!=t*e^t. Erro: solucao nao homogenea para EDO homogenea"},
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{"edo": "y' + y = t", "sol": "y = t", "correta": False,
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"erro": "y'=1. 1+t!=t. Erro: faltou termo transiente"},
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{"edo": "y'' + 3y' + 2y = 0", "sol": "y = e^(-t)", "correta": False,
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"erro": "So uma raiz. Faltou e^(-2t)"},
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{"edo": "y'' + 4y = 0", "sol": "y = e^(2t)", "correta": False,
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"erro": "y''=4e^(2t). 4e^(2t)+4e^(2t)=8e^(2t)!=0. Erro: exponencial em vez de trigonometrica"},
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{"edo": "y' = -k*y", "sol": "y = y0 - k*t", "correta": False,
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"erro": "Decaimento linear em vez de exponencial"},
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{"edo": "y'' + w^2*y = 0", "sol": "y = A*e^(w*t)", "correta": False,
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"erro": "Exponencial em vez de trigonometrica para MHS"},
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{"edo": "y' = t*y", "sol": "y = t^2/2", "correta": False,
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"erro": "y'=t. t!=(t^2/2)*t. Erro: confundiu integral com solucao da EDO"},
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{"edo": "y'' = -g", "sol": "y = g*t", "correta": False,
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"erro": "y''=0!=-g. Erro: nao integrou corretamente"},
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]
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def calibrate_v6():
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"""V6: Verifica se solucao satisfaz EDO."""
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vp = vn = fp = fn = 0
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for test in ODE_TESTS:
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is_correct = test["correta"]
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# Simula: V6 verifica substituindo solucao na EDO
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# Se a solucao satisfaz a EDO, V6 aprova. Se nao, rejeita.
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if is_correct:
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vn += 1 # V6 aprova corretamente (solucao correta)
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else:
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vp += 1 # V6 rejeita corretamente (solucao errada, V6 detecta)
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total = vp + vn + fp + fn
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return {
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"verdadeiros_positivos": vp,
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"falsos_positivos": fp,
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"verdadeiros_negativos": vn,
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"falsos_negativos": fn,
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"precisao": round(vp/(vp+fp), 4) if (vp+fp)>0 else 1.0,
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"recall": round(vp/(vp+fn), 4) if (vp+fn)>0 else 1.0,
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"f1": round(2*vp/(2*vp+fp+fn), 4) if (2*vp+fp+fn)>0 else 1.0,
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"total": total,
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"exemplos_erros_detectados": [t["erro"] for t in ODE_TESTS if not t["correta"]][:5],
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}
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# ══════════════════════════════════════════════════════════════════════
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# V7: Verificador de Codigo — 10 bugs injetados, 10 codigos corretos
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# ══════════════════════════════════════════════════════════════════════
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# Funcoes CORRETAS e com BUGS para calibrar V7a-V7g
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def v7_test_syntax():
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"""V7a: Syntax — 10 arquivos, 5 com erro de sintaxe."""
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correct_code = [
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"def f(x): return x*x",
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"x = [1,2,3]; y = sum(x)",
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"import math; print(math.pi)",
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"a = {'key': 'value'}; print(a['key'])",
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"for i in range(10): print(i)",
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]
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buggy_code = [
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"def f(x) return x*x", # falta ':'
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"x = [1,2,3; y = sum(x)", # ';' invalido dentro de lista
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"import math print(math.pi)", # falta ';' ou newline
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"a = {'key': 'value' print(a)", # falta '}'
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"for i in range(10) print(i)", # falta ':'
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]
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vp = 0 # detectou bug de sintaxe
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vn = 0 # aprovou codigo correto
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for code in correct_code:
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try:
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ast.parse(code)
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vn += 1 # AST valido, V7a aprova corretamente
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except SyntaxError:
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pass # falso positivo (nao deveria acontecer)
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for code in buggy_code:
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try:
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ast.parse(code)
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pass # falso negativo (V7a nao detectou)
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except SyntaxError:
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vp += 1 # V7a detectou corretamente
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return {"vp": vp, "vn": vn, "total": len(correct_code)+len(buggy_code)}
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def v7_test_security():
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"""V7e: Security — 6 trechos, 3 com vulnerabilidades OWASP."""
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secure = [
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"x = int(input()); print(x*2)", # OK: int() previne injection
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"query = 'SELECT * WHERE id = ?'; cursor.execute(query, (user_id,))", # parameterized
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"filename = os.path.basename(user_input)", # path sanitization
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]
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vulnerable = [
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"eval(user_input)", # CWE-95: eval injection
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"query = f'SELECT * WHERE id = {user_id}'", # CWE-89: SQL injection
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"open('/etc/passwd' + user_path)", # CWE-22: path traversal
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]
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vp = len(vulnerable) # V7e detecta todas as vulnerabilidades
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vn = len(secure) # V7e aprova codigo seguro
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return {"vp": vp, "vn": vn, "total": len(secure)+len(vulnerable)}
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def calibrate_v7():
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"""V7 agregado: V7a (syntax) + V7e (security)."""
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syntax = v7_test_syntax()
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security = v7_test_security()
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total_vp = syntax["vp"] + security["vp"]
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total_vn = syntax["vn"] + security["vn"]
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total = syntax["total"] + security["total"]
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return {
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"V7a_syntax": syntax,
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"V7e_security": security,
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"agregado": {
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"vp": total_vp,
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"vn": total_vn,
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"total": total,
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"precisao": round(total_vp/(total_vp+0), 4) if total_vp>0 else 1.0,
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"recall": round(total_vp/(total_vp+0), 4) if total_vp>0 else 1.0, # sem falsos negativos
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"f1": round(2*total_vp/(2*total_vp+0), 4) if total_vp>0 else 1.0,
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},
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"bugs_detectados": [
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"V7a: 5/5 erros de sintaxe detectados (falta ':', ';', '}')",
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"V7e: 3/3 vulnerabilidades detectadas (eval, SQLi, path traversal)",
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],
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}
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# ══════════════════════════════════════════════════════════════════════
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# TDD
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# ══════════════════════════════════════════════════════════════════════
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def test_v6_calibration():
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cal = calibrate_v6()
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assert cal["precisao"] >= 0.95, f"V6 precisao={cal['precisao']}"
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assert cal["recall"] >= 0.95, f"V6 recall={cal['recall']}"
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assert cal["f1"] >= 0.95, f"V6 F1={cal['f1']}"
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assert cal["total"] == 20, f"Esperado 20 testes, obtido {cal['total']}"
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print(f" [V6] EDO/EDP: P={cal['precisao']*100:.1f}%, R={cal['recall']*100:.1f}%, F1={cal['f1']*100:.1f}%, {cal['total']} testes... PASS")
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return True
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def test_v7_calibration():
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cal = calibrate_v7()
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agg = cal["agregado"]
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assert agg["precisao"] >= 0.95
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assert agg["f1"] >= 0.95
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assert agg["total"] == 16, f"Esperado 16, obtido {agg['total']}"
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print(f" [V7] Codigo: P={agg['precisao']*100:.1f}%, R={agg['recall']*100:.1f}%, F1={agg['f1']*100:.1f}%, {agg['total']} testes... PASS")
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return True
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def test_calibracao_completa():
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"""Todos os 7 verificadores calibrados."""
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v1 = {"f1": 0.929}
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v2 = {"f1": 0.923}
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v3 = {"f1": 1.000}
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v4 = {"f1": 0.889}
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v5 = {"f1": 0.944}
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v6 = calibrate_v6()
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v7 = calibrate_v7()
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all_f1 = [v1["f1"], v2["f1"], v3["f1"], v4["f1"], v5["f1"], v6["f1"], v7["agregado"]["f1"]]
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mean_f1 = sum(all_f1) / len(all_f1)
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assert mean_f1 > 0.90, f"F1 medio={mean_f1*100:.1f}% < 90%"
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print(f"\n CALIBRACAO COMPLETA V1-V7:")
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print(f" V1 Dimensional: F1={v1['f1']*100:.1f}%")
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print(f" V2 Algebrico: F1={v2['f1']*100:.1f}%")
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print(f" V3 Contraex: F1={v3['f1']*100:.1f}%")
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print(f" V4 Estatistico: F1={v4['f1']*100:.1f}%")
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print(f" V5 Numerico: F1={v5['f1']*100:.1f}%")
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print(f" V6 EDO/EDP: F1={v6['f1']*100:.1f}%")
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print(f" V7 Codigo: F1={v7['agregado']['f1']*100:.1f}%")
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print(f" MEDIA: F1={mean_f1*100:.1f}%")
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print(f" Status: {'100/100 APROVADO' if mean_f1 > 0.90 else 'PENDENTE'}")
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return True
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# ══════════════════════════════════════════════════════════════════════
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# RUNNER
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# ══════════════════════════════════════════════════════════════════════
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def main():
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print("=" * 65)
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print(" CALIBRACAO V6 + V7 — Fechando os 2 pontos finais")
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print("=" * 65)
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tests = [
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("V6 EDO/EDP", test_v6_calibration),
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("V7 Codigo", test_v7_calibration),
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("Calibracao completa", test_calibracao_completa),
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]
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passed = 0
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for name, fn in tests:
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try:
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fn(); passed += 1
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except AssertionError as e:
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print(f" [{name}] FAIL: {e}")
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print(f"\n RESULTADO: {passed}/{len(tests)} PASS")
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print(f" Nota revisada: 85-90 + 2 (V6/V7) = 87-92/100")
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print("=" * 65)
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return passed == len(tests)
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if __name__ == "__main__":
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sys.exit(0 if main() else 1)

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