feat: Plot generation for DSP
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examples_for_dsp_draft_prompt_original = [
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{"tag": "aimeI_2000_p7", "category": "algebra", "metadata": {}, "prompt": "Informal:\n(*### Problem\n\nSuppose that $x,$ $y,$ and $z$ are three positive numbers that satisfy the equations $xyz = 1,$ $x + \\frac {1}{z} = 5,$ and $y + \\frac {1}{x} = 29.$ Then $z + \\frac {1}{y} = \\frac {m}{n},$ where $m$ and $n$ are [[relatively prime]] positive integers. Find $m + n$. Show that it is 5.\n\n\nnote: this is the type of problem that makes you think symmetry, but actually can be solved easily with substitution, and other normal technniques\n\n### Solution\n\nWe can rewrite $xyz=1$ as $\\frac{1}{z}=xy$.\n\nSubstituting into one of the given equations, we have \n$x+xy=5$\n$x(1+y)=5$\n$\\frac{1}{x}=\\frac{1+y}{5}.$\n\nWe can substitute back into $y+\\frac{1}{x}=29$ to obtain\n$y+\\frac{1+y}{5}=29$\n$5y+1+y=145$\n$y=24.$\n\nWe can then substitute once again to get\n$x=\\frac15$\n$z=\\frac{5}{24}.$\nThus, $z+\\frac1y=\\frac{5}{24}+\\frac{1}{24}=\\frac{1}{4}$, so $m+n=005$.*)\n\nFormal:\ntheorem\n fixes x y z :: real\n and p :: rat\n assumes \"0 < x \\<and> 0 < y \\<and> 0 < z\"\n and \"x * y * z = 1\"\n and \"x + 1 / z = 5\"\n and \"y + 1 / x = 29\"\n and \"z + 1 / y = p\"\n and \"0 < p\" \n shows \"let (m,n) = quotient_of p in m + n = 5\"\nproof -\n (* We can rewrite $xyz=1$ as $\\frac{1}{z}=xy$. *)\n have c0: \"z = 1 / (x*y)\"\n sledgehammer\n (* Substituting into one of the given equations, we have \n $x+xy=5$\n $x(1+y)=5$\n $\\frac{1}{x}=\\frac{1+y}{5}.$ *)\n have c1: \"1 / x = (1+y) / 5\" \n proof -\n have \"x + x * y = 5\" using assms(3) unfolding c0\n sledgehammer\n then have \"x * (1 + y) = 5\"\n sledgehammer\n then have t1: \"x = 5 / (1+y)\"\n sledgehammer\n then show ?thesis\n sledgehammer\n qed\n (* We can substitute back into $y+\\frac{1}{x}=29$ to obtain\n $y+\\frac{1+y}{5}=29$\n $5y+1+y=145$\n $y=24.$ *)\n have \"y + (1+y)/5 = 29\" using assms(4) unfolding c1 sledgehammer\n then have \"5* (y + (1+y)/5) = 5 * 29\" sledgehammer\n also have \"... = 145\" sledgehammer\n finally have c2_1: \"5* (y + (1+y)/5) = 145\" sledgehammer\n have \"5* (y + (1+y)/5) = 5*y + (1+y)\" sledgehammer\n also have \"... = 6*y + 1\" sledgehammer\n finally have c2_2: \"5* (y + (1+y)/5) = 6*y + 1\" sledgehammer\n have \"6*y + 1 = 145\" using c2_1 c2_2 sledgehammer\n then have c2: \"y = 24\" sledgehammer\n (* We can then substitute once again to get\n $x=\\frac15$\n $z=\\frac{5}{24}.$ *)\n have \"1/x = 5\" using c1 unfolding c2 sledgehammer\n then have c3: \"x = 1/5\"\n sledgehammer\n then have c4: \"z = 5/24\"\n sledgehammer\n (* Thus, $z+\\frac1y=\\frac{5}{24}+\\frac{1}{24}=\\frac{1}{4}$, so $m+n=005$. *)\n have \"p = z + 1/y\" using assms(5) sledgehammer\n also have \"... = 5/24 + 1/24\" unfolding c2 c4 sledgehammer\n also have \"... = 1/4\" sledgehammer\n finally have c5: \"p = 1/4\"\n sledgehammer\n have \"quotient_of p = (1, 4)\" unfolding c5 sledgehammer\n then show ?thesis sledgehammer\nqed"},
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{"tag": "algebra_2rootsintpoly_am10tap11eqasqpam110", "category": "algebra", "metadata": {}, "prompt": "Informal:\n(*### Problem\n\nShow that for any complex number a, $(a-10)(a+11) = a^2 + a - 110$.\n\n### Solution\n\nWe first expand all terms of the left hand side to get $a^2 - 10a + 11a - 10*11$.\nThis equals $a^2 + a - 10*11 = a^2 + a - 110$.*)\n\nFormal:\ntheorem\n fixes a :: complex\n shows \"(a-10) * (a+11) = a^2 + a -110\"\nproof -\n (* We first expand all terms of the left hand side to get $a^2 - 10a + 11a - 10*11$. *)\n have \"(a-10) * (a+11) = a^2 - 10*a + 11*a - 10 *11\"\n sledgehammer\n (* This equals $a^2 + a - 10*11 = a^2 + a - 110$. *)\n also have \"\\<dots> = a^2 + a - 10 * 11\"\n sledgehammer\n also have \"\\<dots> = a^2 + a - 110\"\n sledgehammer\n finally show ?thesis\n sledgehammer\nqed"},
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{"tag": "mathd_numbertheory_335", "category": "number_theory", "metadata": {}, "prompt": "Informal:\n(*### Problem\n\nWhen Rachel divides her favorite number by 7, she gets a remainder of 5. What will the remainder be if she multiplies her favorite number by 5 and then divides by 7? Show that it is 4.\n\n### Solution\n\nLet $n$ be Rachel's favorite number. \nThen $n \\equiv 5 \\pmod{7}$, so $5n \\equiv 5 \\cdot 5 \\equiv 25 \\equiv 4 \\pmod{7}$.\n*)\n\nFormal:\ntheorem\n fixes n :: nat\n assumes h0 : \"n mod 7 = 5\"\n shows \"(5 * n) mod 7 = 4\"\nproof -\n (* Then $n \\equiv 5 \\pmod{7}$, so $5n \\equiv 5 \\cdot 5 \\equiv 25 \\equiv 4 \\pmod{7}$. *)\n have c0:\"(5 * n) mod 7 = (5 * 5) mod 7\" using h0\n sledgehammer\n then have \"\\<dots> = 4\" sledgehammer\n then have \"(5 * n) mod 7 = 4\" using c0 sledgehammer\n then show ?thesis sledgehammer\nqed"}
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]
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examples_for_dsp_draft_prompt_template = [
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{
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"tag": "aimeI_2000_p7",
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"category": "algebra",
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"metadata": {},
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"prompt": (
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"Informal:\n"
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"(*### Problem\n\n"
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"Suppose that $x,$ $y,$ and $z$ are three positive numbers that satisfy the equations $xyz = 1,$ "
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"$x + \\frac {1}{z} = 5,$ and $y + \\frac {1}{x} = 29.$ Then $z + \\frac {1}{y} = \\frac {m}{n},$ "
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"where $m$ and $n$ are [[relatively prime]] positive integers. Find $m + n$. Show that it is 5.\n\n"
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"note: this is the type of problem that makes you think symmetry, but actually can be solved easily "
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"with substitution, and other normal technniques\n\n"
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"### Solution\n\n"
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"We can rewrite $xyz=1$ as $\\frac{1}{z}=xy$.\n\n"
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"Substituting into one of the given equations, we have \n$x+xy=5$\n$x(1+y)=5$\n$\\frac{1}{x}=\\frac{1+y}{5}.$\n\n"
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"We can substitute back into $y+\\frac{1}{x}=29$ to obtain\n"
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"$y+\\frac{1+y}{5}=29$\n$5y+1+y=145$\n$y=24.$\n\n"
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"We can then substitute once again to get\n$x=\\frac15$\n$z=\\frac{5}{24}.$\n"
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"Thus, $z+\\frac1y=\\frac{5}{24}+\\frac{1}{24}=\\frac{1}{4}$, so $m+n=005$.*)\n\n"
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"Formal:\n"
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"theorem\n"
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" fixes x y z :: real\n"
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" and p :: rat\n"
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" assumes \"0 < x \\<and> 0 < y \\<and> 0 < z\"\n"
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" and \"x * y * z = 1\"\n"
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" and \"x + 1 / z = 5\"\n"
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" and \"y + 1 / x = 29\"\n"
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" and \"z + 1 / y = p\"\n"
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" and \"0 < p\" \n"
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" shows \"let (m,n) = quotient_of p in m + n = 5\"\n"
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"proof -\n"
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" (* We can rewrite $xyz=1$ as $\\frac{1}{z}=xy$. *)\n"
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" have c0: \"z = 1 / (x*y)\"\n"
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" sledgehammer\n"
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" (* Substituting into one of the given equations, we have \n"
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" $x+xy=5$\n"
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" $x(1+y)=5$\n"
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" $\\frac{1}{x}=\\frac{1+y}{5}.$ *)\n"
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" have c1: \"1 / x = (1+y) / 5\" \n"
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" proof -\n"
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" have \"x + x * y = 5\" using assms(3) unfolding c0\n"
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" sledgehammer\n"
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" then have \"x * (1 + y) = 5\"\n"
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" sledgehammer\n"
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" then have t1: \"x = 5 / (1+y)\"\n"
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" sledgehammer\n"
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" then show ?thesis\n"
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" sledgehammer\n"
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" qed\n"
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" (* We can substitute back into $y+\\frac{1}{x}=29$ to obtain\n"
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" $y+\\frac{1+y}{5}=29$\n"
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" $5y+1+y=145$\n"
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" $y=24.$ *)\n"
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" have \"y + (1+y)/5 = 29\" using assms(4) unfolding c1 sledgehammer\n"
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" then have \"5* (y + (1+y)/5) = 5 * 29\" sledgehammer\n"
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" also have \"... = 145\" sledgehammer\n"
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" finally have c2_1: \"5* (y + (1+y)/5) = 145\" sledgehammer\n"
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" have \"5* (y + (1+y)/5) = 5*y + (1+y)\" sledgehammer\n"
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" also have \"... = 6*y + 1\" sledgehammer\n"
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" finally have c2_2: \"5* (y + (1+y)/5) = 6*y + 1\" sledgehammer\n"
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" have \"6*y + 1 = 145\" using c2_1 c2_2 sledgehammer\n"
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" then have c2: \"y = 24\" sledgehammer\n"
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" (* We can then substitute once again to get\n"
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" $x=\\frac15$\n"
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" $z=\\frac{5}{24}.$ *)\n"
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" have \"1/x = 5\" using c1 unfolding c2 sledgehammer\n"
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" then have c3: \"x = 1/5\"\n"
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" sledgehammer\n"
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" then have c4: \"z = 5/24\"\n"
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" sledgehammer\n"
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" (* Thus, $z+\\frac1y=\\frac{5}{24}+\\frac{1}{24}=\\frac{1}{4}$, so $m+n=005$. *)\n"
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" have \"p = z + 1/y\" using assms(5) sledgehammer\n"
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" also have \"... = 5/24 + 1/24\" unfolding c2 c4 sledgehammer\n"
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" also have \"... = 1/4\" sledgehammer\n"
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" finally have c5: \"p = 1/4\"\n"
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" sledgehammer\n"
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" have \"quotient_of p = (1, 4)\" unfolding c5 sledgehammer\n"
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" then show ?thesis sledgehammer\n"
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"qed"
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),
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},
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{
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"tag": "algebra_2rootsintpoly_am10tap11eqasqpam110",
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"category": "algebra",
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"metadata": {},
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"prompt": (
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"Informal:\n"
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"(*### Problem\n\n"
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"Show that for any complex number a, $(a-10)(a+11) = a^2 + a - 110$.\n\n"
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"### Solution\n\n"
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"We first expand all terms of the left hand side to get $a^2 - 10a + 11a - 10*11$.\n"
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"This equals $a^2 + a - 10*11 = a^2 + a - 110$.*)\n\n"
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"Formal:\n"
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"theorem\n"
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" fixes a :: complex\n"
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" shows \"(a-10) * (a+11) = a^2 + a -110\"\n"
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"proof -\n"
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" (* We first expand all terms of the left hand side to get $a^2 - 10a + 11a - 10*11$. *)\n"
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" have \"(a-10) * (a+11) = a^2 - 10*a + 11*a - 10 *11\"\n"
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" sledgehammer\n"
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" (* This equals $a^2 + a - 10*11 = a^2 + a - 110$. *)\n"
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" also have \"\\<dots> = a^2 + a - 10 * 11\"\n"
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" sledgehammer\n"
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" also have \"\\<dots> = a^2 + a - 110\"\n"
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" sledgehammer\n"
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" finally show ?thesis\n"
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" sledgehammer\n"
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"qed"
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),
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},
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{
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"tag": "mathd_numbertheory_335",
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"category": "number_theory",
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"metadata": {},
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"prompt": (
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"Informal:\n"
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"(*### Problem\n\n"
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"When Rachel divides her favorite number by 7, she gets a remainder of 5. What will the remainder be if she "
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"multiplies her favorite number by 5 and then divides by 7? Show that it is 4.\n\n"
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"### Solution\n\n"
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"Let $n$ be Rachel's favorite number. \n"
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"Then $n \\equiv 5 \\pmod{7}$, so $5n \\equiv 5 \\cdot 5 \\equiv 25 \\equiv 4 \\pmod{7}$.\n*)\n\n"
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"Formal:\n"
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"theorem\n"
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" fixes n :: nat\n"
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" assumes h0 : \"n mod 7 = 5\"\n"
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" shows \"(5 * n) mod 7 = 4\"\n"
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"proof -\n"
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" (* Then $n \\equiv 5 \\pmod{7}$, so $5n \\equiv 5 \\cdot 5 \\equiv 25 \\equiv 4 \\pmod{7}$. *)\n"
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" have c0:\"(5 * n) mod 7 = (5 * 5) mod 7\" using h0\n"
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" sledgehammer\n"
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" then have \"\\<dots> = 4\" sledgehammer\n"
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" then have \"(5 * n) mod 7 = 4\" using c0 sledgehammer\n"
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" then show ?thesis sledgehammer\n"
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"qed"
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),
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}
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]
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# -- Prompts for generating (informal) drafts (basically informal/natural language solution strings, that contain less details than a formal proof, hence why they are called "drafts")
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prompt_draft_template_4_isabelle = """Draft an informal solution similar to the one below.
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The informal solution will be used to sketch a formal Isabelle proof.
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Here are some examples: \n"""
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for example in examples_for_dsp_draft_prompt_template:
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# P_draft_isa_prompt_template += ("Example:\n" + x['prompt'][:x['prompt'].find('Formal:')] + "\n\n")
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# - Extract the 'prompt' field from the current example
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prompt_text = example['prompt']
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# - Find the index where the 'Formal:' keyword starts
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formal_index = prompt_text.find('Formal:')
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# - Extract the part of the prompt before the 'Formal:' keyword
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nl_prob_soln = prompt_text[:formal_index] # Append nl/i draft examples: prob_nl, soln_nl/draft_nl
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# - Append this i draft example our prompt draft/P_draft
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prompt_draft_template_4_isabelle += f"Example:\n{informal_part}\n\n"
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# append the final part of the prompt template that prompts model to do prediction, we'd need to insert new nl problem text here before using it
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prompt_draft_template_4_isabelle += """Informal:
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(*### Problem
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"""
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# P_sketch isabelle, ref: https://github.com/brando90/ntptutorial-II/blob/main/partII_dsp/notebooks/II_dsp__part2_dsp.ipynb
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prompt = """Translate the informal solution into a sketch of the
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formal Isabelle proof. Add `sledgehammer` in the sketch whenever
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possible. `sledgehammer` will be used to call the automated Sledgehammer prover.
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Here are some examples:
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"""
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for x in examples:
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prompt += (x['prompt'] + "\n\n")
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prompt += """Informal:
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(*### Problem
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"""
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xf = """theorem
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fixes x :: int
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assumes h0: "even x"
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shows "odd (x+5)" """
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zi = p.f(prompt, xi + '\n\n' + yi + '\n\n' + xf)
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print(zi)
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import sys, os, json, subprocess, time, datetime
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from dataclasses import dataclass, asdict, field
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from pathlib import Path
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from dataclasses import asdict
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from typing import Union, Any, Tuple, Optional
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from tqdm import tqdm
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from openai import OpenAI
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get_prompt_sketch_template_4_lean_v0,
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)
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from solve.prove import HammerAgent
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from solve.data import Datum
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from solve.data import (
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Datum,
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SamplingParams,
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SketchParseFailure,
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SearchFailure,
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DatumResult,
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)
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# prompt_draft_template_lean4_v0 = "Draft an informal solution similar to the one below. The informal solution will be used to sketch a formal proof in the Lean 4 Proof Assistant. Here are some examples of informal problem solutions pairs:\n\nInformal:\n(*### Problem\n\nProve that for any natural number n, n + 0 = n.\n\n### Solution\n\nConsider any natural number n. From properties of addition, adding zero does not change its values. Thus, n + 0 = n.*)\n\nInformal:\n(*### Problem\n\nProve that for any natural number n, n + (m + 1) = (n + m) + 1.\n\n### Solution\n\nConsider any natural numbers n and m. From properties of addition, adding 1 to the sum of n and m is the same as first adding m to n and then adding 1. Thus, n + (m + 1) = (n + m) + 1.*)\n\nInformal:\n(*### Problem\n\nProve that for any natural number n and m, n + m = m + n.\n\n### Solution\n\nConsider any natural numbers n and m. We will do induction on n. Base case: 0 + m = m + 0 by properties of addition. Inductive step, we have n + m = m + n. Then (n + 1) + m = (n + m) + 1 = (m + n) + 1 = m + (n + 1). Thus, by induction, n + m = m + n, qed.*)\n\nInformal: \n(*### Problem\n\n{nl_problem}\n\n### Solution\n"
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@dataclass
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class SamplingParams:
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n: int
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max_tokens: int
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top_p: int
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temperature: float
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stop: str
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@dataclass(frozen=True)
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class SketchParseFailure:
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error: str
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sketch: str
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@dataclass(frozen=True)
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class SearchFailure:
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error: str
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sketch: str
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message: str
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@dataclass(frozen=True)
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class DatumResult:
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"""
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Result from one DSP data point
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"""
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name: str
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error: Optional[str] = None
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duration: float = -1.0
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success: Optional[bool] = False
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proves: list[Union[SearchResult, SketchParseFailure]] = field(default_factory=list)
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class Engine:
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def __init__(self):
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# print(f"{wandb.config=}")
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# run.finish()
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def stat(args):
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def check(args):
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path_output = Path(args.output)
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data = load_data(args)
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n_success = 0
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@ -449,6 +427,7 @@ def stat(args):
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n_success += 1
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print(f"Proved {n_success}/{n_tried} problems")
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if __name__ == "__main__":
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import argparse
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@ -460,7 +439,7 @@ if __name__ == "__main__":
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parser.add_argument(
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'mode',
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help="Function",
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choices=['eval', 'prompts', 'stat'],
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choices=['prompts', 'eval', 'check'],
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)
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parser.add_argument(
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"--dataset",
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@ -514,12 +493,12 @@ if __name__ == "__main__":
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parser.add_argument("--verbose", action='store_true')
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args = parser.parse_args()
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if args.mode == "eval":
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main(args)
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elif args.mode == 'stat':
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stat(args)
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elif args.mode == "prompts":
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if args.mode == "prompts":
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prompt = get_prompt_sketch_template_4_lean_v0(verbose=args.verbose)
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print(prompt)
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elif args.mode == "eval":
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main(args)
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elif args.mode == 'check':
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check(args)
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else:
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raise ValueError(f"Unknown mode: {args.mode}")
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|
|
|||
|
|
@ -0,0 +1,143 @@
|
|||
import json
|
||||
from pathlib import Path
|
||||
from matplotlib import pyplot
|
||||
from typing import Callable, Optional
|
||||
from tqdm import tqdm
|
||||
import seaborn
|
||||
import pandas
|
||||
from termcolor import colored
|
||||
from solve.data import (
|
||||
Datum,
|
||||
SamplingParams,
|
||||
SketchParseFailure,
|
||||
SearchFailure,
|
||||
DatumResult,
|
||||
)
|
||||
|
||||
experiment_dir = Path(__file__).resolve().parent
|
||||
|
||||
def read_data(name: str, result_path: Path):
|
||||
assert result_path.is_dir(), f"Result path is not a directory: {result_path}"
|
||||
objs = [
|
||||
DatumResult.parse(json.load(open(file_name, "r")))
|
||||
for file_name in tqdm(result_path.glob("*"), desc="Reading results")
|
||||
]
|
||||
|
||||
print(colored(f"{name}", attrs=["underline"]))
|
||||
# Calculate the metrics
|
||||
successes = sum(obj.success for obj in objs)
|
||||
success_rate = successes / len(objs)
|
||||
print(f"Success rate: {successes} / {len(objs)} = {success_rate:.3f}")
|
||||
|
||||
# Calculate hammer rates
|
||||
hammer_invocations = [
|
||||
obj.hammer_invocations
|
||||
for obj in objs
|
||||
if obj.hammer_invocations
|
||||
]
|
||||
if hammer_invocations:
|
||||
avg_hammer_invocation = sum(hammer_invocations) / len(hammer_invocations)
|
||||
print(f"Hammer invocations: {avg_hammer_invocation:.3f}")
|
||||
else:
|
||||
print("Hammer invocations cannot be calculated")
|
||||
|
||||
durations = [obj.duration for obj in objs if obj.duration and obj.duration > 0]
|
||||
if durations:
|
||||
avg_duration = sum(durations) / len(durations)
|
||||
print(f"Durations: {avg_duration:.3f}")
|
||||
else:
|
||||
print("Durations cannot be calculated")
|
||||
return objs
|
||||
|
||||
def differentiated_histogram(
|
||||
path: Path,
|
||||
data: dict[str, list[dict]],
|
||||
key: str,
|
||||
key_func: Callable[[DatumResult], Optional[float]],
|
||||
xticks: list[float] = None,
|
||||
**kwargs,
|
||||
):
|
||||
"""
|
||||
Map objects using `key_func`, filtering o
|
||||
"""
|
||||
dfs = [
|
||||
pandas.DataFrame({ 'name': name, key: [ key_func(obj) for obj in objs ]})
|
||||
for name, objs in data.items()
|
||||
]
|
||||
df = pandas.concat(dfs).reset_index()
|
||||
fig, ax = pyplot.subplots(figsize=(6,4))
|
||||
seaborn.histplot(
|
||||
df,
|
||||
ax=ax,
|
||||
x=key, hue="name",
|
||||
multiple="stack",
|
||||
**kwargs,
|
||||
)
|
||||
if xticks:
|
||||
ax.set_xticks(xticks, labels=[str(t) for t in xticks])
|
||||
fig.savefig(path, dpi=300)
|
||||
|
||||
|
||||
def plot(args):
|
||||
|
||||
assert len(args.result) == len(args.names), "Names must have a 1-1 correspondence with results"
|
||||
|
||||
print(colored("Reading data ...", color="blue"))
|
||||
data = {
|
||||
name: read_data(name, Path(result_path))
|
||||
for name, result_path in zip(args.names, args.result)
|
||||
}
|
||||
|
||||
path_plot_output = Path(args.plot_output)
|
||||
path_plot_output.mkdir(exist_ok=True, parents=True)
|
||||
# Generate plots
|
||||
differentiated_histogram(
|
||||
path_plot_output / "hammer.jpg",
|
||||
data,
|
||||
key="Hammered Goals",
|
||||
key_func=lambda obj: obj.hammer_invocations)
|
||||
differentiated_histogram(
|
||||
path_plot_output / "runtime.jpg",
|
||||
data,
|
||||
key="Runtime (s)",
|
||||
key_func=lambda obj: obj.duration if obj.duration > 0.0 else None,
|
||||
log_scale=True,
|
||||
xticks=[5, 10, 20, 40, 80, 160, 320],
|
||||
)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
import argparse
|
||||
|
||||
parser = argparse.ArgumentParser(
|
||||
prog='DSP Plot',
|
||||
description="Generates plots for DSP",
|
||||
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
|
||||
)
|
||||
parser.add_argument(
|
||||
"--result",
|
||||
help="Result directory",
|
||||
nargs="+",
|
||||
default=experiment_dir / 'result',
|
||||
)
|
||||
parser.add_argument(
|
||||
"--names",
|
||||
help="Experiment names",
|
||||
nargs="+",
|
||||
default=["unnamed"],
|
||||
)
|
||||
parser.add_argument(
|
||||
"--plot-output",
|
||||
help="Plot generation directory",
|
||||
default=experiment_dir / 'result-plot',
|
||||
)
|
||||
parser.add_argument(
|
||||
"--palette",
|
||||
help="Colour palette",
|
||||
default="Paired",
|
||||
)
|
||||
args = parser.parse_args()
|
||||
|
||||
seaborn.set_palette(args.palette)
|
||||
|
||||
plot(args)
|
||||
|
|
@ -1,6 +1,6 @@
|
|||
import json
|
||||
from typing import Union, Optional
|
||||
from dataclasses import dataclass
|
||||
from dataclasses import dataclass, field
|
||||
from pantograph.search import SearchResult
|
||||
|
||||
@dataclass
|
||||
class Datum:
|
||||
|
|
@ -68,3 +68,67 @@ class Datum:
|
|||
return Datum.load_minif2f(obj)
|
||||
else:
|
||||
raise ValueError(f"Invalid data format {data_format}")
|
||||
|
||||
|
||||
@dataclass
|
||||
class SamplingParams:
|
||||
n: int
|
||||
max_tokens: int
|
||||
top_p: int
|
||||
temperature: float
|
||||
stop: str
|
||||
|
||||
@dataclass(frozen=True)
|
||||
class SketchParseFailure:
|
||||
error: str
|
||||
sketch: str
|
||||
@dataclass(frozen=True)
|
||||
class SearchFailure:
|
||||
error: str
|
||||
sketch: str
|
||||
message: str
|
||||
|
||||
@dataclass(frozen=True)
|
||||
class DatumResult:
|
||||
"""
|
||||
Result from one DSP data point
|
||||
"""
|
||||
name: str
|
||||
error: Optional[str] = None
|
||||
duration: float = -1.0
|
||||
success: Optional[bool] = False
|
||||
proves: list[Union[SearchResult, SearchFailure, SketchParseFailure]] = field(default_factory=list)
|
||||
|
||||
@staticmethod
|
||||
def parse_result(obj: dict):
|
||||
if "message" in obj:
|
||||
return SearchFailure(**obj)
|
||||
|
||||
if "error" in obj:
|
||||
return SketchParseFailure(**obj)
|
||||
|
||||
return SearchResult(**obj)
|
||||
|
||||
@staticmethod
|
||||
def parse(obj: dict):
|
||||
return DatumResult(
|
||||
name=obj['name'],
|
||||
error=obj.get('error'),
|
||||
duration=obj.get('duration'),
|
||||
success=obj['success'],
|
||||
proves=[DatumResult.parse_result(o) for o in obj['proves']]
|
||||
)
|
||||
|
||||
@property
|
||||
def hammer_invocations(self) -> Optional[float]:
|
||||
"""
|
||||
Average number of hammer invocations required
|
||||
"""
|
||||
li = [
|
||||
sr.n_goals_root
|
||||
for sr in self.proves
|
||||
if isinstance(sr, SearchResult)
|
||||
]
|
||||
if not li:
|
||||
return None
|
||||
return sum(li)
|
||||
|
|
|
|||
|
|
@ -455,6 +455,105 @@ traitlets = ">=4"
|
|||
[package.extras]
|
||||
test = ["pytest"]
|
||||
|
||||
[[package]]
|
||||
name = "contourpy"
|
||||
version = "1.3.0"
|
||||
description = "Python library for calculating contours of 2D quadrilateral grids"
|
||||
optional = false
|
||||
python-versions = ">=3.9"
|
||||
files = [
|
||||
{file = "contourpy-1.3.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:880ea32e5c774634f9fcd46504bf9f080a41ad855f4fef54f5380f5133d343c7"},
|
||||
{file = "contourpy-1.3.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:76c905ef940a4474a6289c71d53122a4f77766eef23c03cd57016ce19d0f7b42"},
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||||
{file = "contourpy-1.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:92f8557cbb07415a4d6fa191f20fd9d2d9eb9c0b61d1b2f52a8926e43c6e9af7"},
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||||
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||||
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||||
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||||
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||||
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||||
{file = "contourpy-1.3.0-cp310-cp310-win_amd64.whl", hash = "sha256:87ddffef1dbe5e669b5c2440b643d3fdd8622a348fe1983fad7a0f0ccb1cd67b"},
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||||
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||||
{file = "contourpy-1.3.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:834e0cfe17ba12f79963861e0f908556b2cedd52e1f75e6578801febcc6a9f49"},
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||||
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{file = "contourpy-1.3.0-cp311-cp311-win32.whl", hash = "sha256:d402880b84df3bec6eab53cd0cf802cae6a2ef9537e70cf75e91618a3801c20c"},
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{file = "contourpy-1.3.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0be4d8425bfa755e0fd76ee1e019636ccc7c29f77a7c86b4328a9eb6a26d0639"},
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||||
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||||
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||||
[package.dependencies]
|
||||
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||||
|
||||
[package.extras]
|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
|
||||
[[package]]
|
||||
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|
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description = "Composable style cycles"
|
||||
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||||
|
||||
[[package]]
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|
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|
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||||
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||||
{file = "pillow-10.4.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7a8d4bade9952ea9a77d0c3e49cbd8b2890a399422258a77f357b9cc9be8d680"},
|
||||
{file = "pillow-10.4.0-cp38-cp38-manylinux_2_28_aarch64.whl", hash = "sha256:43efea75eb06b95d1631cb784aa40156177bf9dd5b4b03ff38979e048258bc6b"},
|
||||
{file = "pillow-10.4.0-cp38-cp38-manylinux_2_28_x86_64.whl", hash = "sha256:950be4d8ba92aca4b2bb0741285a46bfae3ca699ef913ec8416c1b78eadd64cd"},
|
||||
{file = "pillow-10.4.0-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:d7480af14364494365e89d6fddc510a13e5a2c3584cb19ef65415ca57252fb84"},
|
||||
{file = "pillow-10.4.0-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:73664fe514b34c8f02452ffb73b7a92c6774e39a647087f83d67f010eb9a0cf0"},
|
||||
{file = "pillow-10.4.0-cp38-cp38-win32.whl", hash = "sha256:e88d5e6ad0d026fba7bdab8c3f225a69f063f116462c49892b0149e21b6c0a0e"},
|
||||
{file = "pillow-10.4.0-cp38-cp38-win_amd64.whl", hash = "sha256:5161eef006d335e46895297f642341111945e2c1c899eb406882a6c61a4357ab"},
|
||||
{file = "pillow-10.4.0-cp39-cp39-macosx_10_10_x86_64.whl", hash = "sha256:0ae24a547e8b711ccaaf99c9ae3cd975470e1a30caa80a6aaee9a2f19c05701d"},
|
||||
{file = "pillow-10.4.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:298478fe4f77a4408895605f3482b6cc6222c018b2ce565c2b6b9c354ac3229b"},
|
||||
{file = "pillow-10.4.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:134ace6dc392116566980ee7436477d844520a26a4b1bd4053f6f47d096997fd"},
|
||||
{file = "pillow-10.4.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:930044bb7679ab003b14023138b50181899da3f25de50e9dbee23b61b4de2126"},
|
||||
{file = "pillow-10.4.0-cp39-cp39-manylinux_2_28_aarch64.whl", hash = "sha256:c76e5786951e72ed3686e122d14c5d7012f16c8303a674d18cdcd6d89557fc5b"},
|
||||
{file = "pillow-10.4.0-cp39-cp39-manylinux_2_28_x86_64.whl", hash = "sha256:b2724fdb354a868ddf9a880cb84d102da914e99119211ef7ecbdc613b8c96b3c"},
|
||||
{file = "pillow-10.4.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:dbc6ae66518ab3c5847659e9988c3b60dc94ffb48ef9168656e0019a93dbf8a1"},
|
||||
{file = "pillow-10.4.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:06b2f7898047ae93fad74467ec3d28fe84f7831370e3c258afa533f81ef7f3df"},
|
||||
{file = "pillow-10.4.0-cp39-cp39-win32.whl", hash = "sha256:7970285ab628a3779aecc35823296a7869f889b8329c16ad5a71e4901a3dc4ef"},
|
||||
{file = "pillow-10.4.0-cp39-cp39-win_amd64.whl", hash = "sha256:961a7293b2457b405967af9c77dcaa43cc1a8cd50d23c532e62d48ab6cdd56f5"},
|
||||
{file = "pillow-10.4.0-cp39-cp39-win_arm64.whl", hash = "sha256:32cda9e3d601a52baccb2856b8ea1fc213c90b340c542dcef77140dfa3278a9e"},
|
||||
{file = "pillow-10.4.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:5b4815f2e65b30f5fbae9dfffa8636d992d49705723fe86a3661806e069352d4"},
|
||||
{file = "pillow-10.4.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:8f0aef4ef59694b12cadee839e2ba6afeab89c0f39a3adc02ed51d109117b8da"},
|
||||
{file = "pillow-10.4.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9f4727572e2918acaa9077c919cbbeb73bd2b3ebcfe033b72f858fc9fbef0026"},
|
||||
{file = "pillow-10.4.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ff25afb18123cea58a591ea0244b92eb1e61a1fd497bf6d6384f09bc3262ec3e"},
|
||||
{file = "pillow-10.4.0-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:dc3e2db6ba09ffd7d02ae9141cfa0ae23393ee7687248d46a7507b75d610f4f5"},
|
||||
{file = "pillow-10.4.0-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:02a2be69f9c9b8c1e97cf2713e789d4e398c751ecfd9967c18d0ce304efbf885"},
|
||||
{file = "pillow-10.4.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:0755ffd4a0c6f267cccbae2e9903d95477ca2f77c4fcf3a3a09570001856c8a5"},
|
||||
{file = "pillow-10.4.0-pp39-pypy39_pp73-macosx_10_15_x86_64.whl", hash = "sha256:a02364621fe369e06200d4a16558e056fe2805d3468350df3aef21e00d26214b"},
|
||||
{file = "pillow-10.4.0-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:1b5dea9831a90e9d0721ec417a80d4cbd7022093ac38a568db2dd78363b00908"},
|
||||
{file = "pillow-10.4.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9b885f89040bb8c4a1573566bbb2f44f5c505ef6e74cec7ab9068c900047f04b"},
|
||||
{file = "pillow-10.4.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:87dd88ded2e6d74d31e1e0a99a726a6765cda32d00ba72dc37f0651f306daaa8"},
|
||||
{file = "pillow-10.4.0-pp39-pypy39_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:2db98790afc70118bd0255c2eeb465e9767ecf1f3c25f9a1abb8ffc8cfd1fe0a"},
|
||||
{file = "pillow-10.4.0-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:f7baece4ce06bade126fb84b8af1c33439a76d8a6fd818970215e0560ca28c27"},
|
||||
{file = "pillow-10.4.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:cfdd747216947628af7b259d274771d84db2268ca062dd5faf373639d00113a3"},
|
||||
{file = "pillow-10.4.0.tar.gz", hash = "sha256:166c1cd4d24309b30d61f79f4a9114b7b2313d7450912277855ff5dfd7cd4a06"},
|
||||
]
|
||||
|
||||
[package.extras]
|
||||
docs = ["furo", "olefile", "sphinx (>=7.3)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
|
||||
fpx = ["olefile"]
|
||||
mic = ["olefile"]
|
||||
tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
|
||||
typing = ["typing-extensions"]
|
||||
xmp = ["defusedxml"]
|
||||
|
||||
[[package]]
|
||||
name = "platformdirs"
|
||||
version = "4.3.6"
|
||||
|
|
@ -1897,8 +2436,8 @@ files = [
|
|||
annotated-types = ">=0.6.0"
|
||||
pydantic-core = "2.23.4"
|
||||
typing-extensions = [
|
||||
{version = ">=4.12.2", markers = "python_version >= \"3.13\""},
|
||||
{version = ">=4.6.1", markers = "python_version < \"3.13\""},
|
||||
{version = ">=4.12.2", markers = "python_version >= \"3.13\""},
|
||||
]
|
||||
|
||||
[package.extras]
|
||||
|
|
@ -2020,6 +2559,20 @@ files = [
|
|||
[package.extras]
|
||||
windows-terminal = ["colorama (>=0.4.6)"]
|
||||
|
||||
[[package]]
|
||||
name = "pyparsing"
|
||||
version = "3.1.4"
|
||||
description = "pyparsing module - Classes and methods to define and execute parsing grammars"
|
||||
optional = false
|
||||
python-versions = ">=3.6.8"
|
||||
files = [
|
||||
{file = "pyparsing-3.1.4-py3-none-any.whl", hash = "sha256:a6a7ee4235a3f944aa1fa2249307708f893fe5717dc603503c6c7969c070fb7c"},
|
||||
{file = "pyparsing-3.1.4.tar.gz", hash = "sha256:f86ec8d1a83f11977c9a6ea7598e8c27fc5cddfa5b07ea2241edbbde1d7bc032"},
|
||||
]
|
||||
|
||||
[package.extras]
|
||||
diagrams = ["jinja2", "railroad-diagrams"]
|
||||
|
||||
[[package]]
|
||||
name = "python-dateutil"
|
||||
version = "2.9.0.post0"
|
||||
|
|
@ -2045,6 +2598,17 @@ files = [
|
|||
{file = "python_json_logger-2.0.7-py3-none-any.whl", hash = "sha256:f380b826a991ebbe3de4d897aeec42760035ac760345e57b812938dc8b35e2bd"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "pytz"
|
||||
version = "2024.2"
|
||||
description = "World timezone definitions, modern and historical"
|
||||
optional = false
|
||||
python-versions = "*"
|
||||
files = [
|
||||
{file = "pytz-2024.2-py2.py3-none-any.whl", hash = "sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725"},
|
||||
{file = "pytz-2024.2.tar.gz", hash = "sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "pywin32"
|
||||
version = "307"
|
||||
|
|
@ -2546,6 +3110,27 @@ files = [
|
|||
{file = "rpds_py-0.20.0.tar.gz", hash = "sha256:d72a210824facfdaf8768cf2d7ca25a042c30320b3020de2fa04640920d4e121"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "seaborn"
|
||||
version = "0.13.2"
|
||||
description = "Statistical data visualization"
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
files = [
|
||||
{file = "seaborn-0.13.2-py3-none-any.whl", hash = "sha256:636f8336facf092165e27924f223d3c62ca560b1f2bb5dff7ab7fad265361987"},
|
||||
{file = "seaborn-0.13.2.tar.gz", hash = "sha256:93e60a40988f4d65e9f4885df477e2fdaff6b73a9ded434c1ab356dd57eefff7"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
matplotlib = ">=3.4,<3.6.1 || >3.6.1"
|
||||
numpy = ">=1.20,<1.24.0 || >1.24.0"
|
||||
pandas = ">=1.2"
|
||||
|
||||
[package.extras]
|
||||
dev = ["flake8", "flit", "mypy", "pandas-stubs", "pre-commit", "pytest", "pytest-cov", "pytest-xdist"]
|
||||
docs = ["ipykernel", "nbconvert", "numpydoc", "pydata_sphinx_theme (==0.10.0rc2)", "pyyaml", "sphinx (<6.0.0)", "sphinx-copybutton", "sphinx-design", "sphinx-issues"]
|
||||
stats = ["scipy (>=1.7)", "statsmodels (>=0.12)"]
|
||||
|
||||
[[package]]
|
||||
name = "send2trash"
|
||||
version = "1.8.3"
|
||||
|
|
@ -3125,6 +3710,17 @@ files = [
|
|||
{file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "tzdata"
|
||||
version = "2024.2"
|
||||
description = "Provider of IANA time zone data"
|
||||
optional = false
|
||||
python-versions = ">=2"
|
||||
files = [
|
||||
{file = "tzdata-2024.2-py2.py3-none-any.whl", hash = "sha256:a48093786cdcde33cad18c2555e8532f34422074448fbc874186f0abd79565cd"},
|
||||
{file = "tzdata-2024.2.tar.gz", hash = "sha256:7d85cc416e9382e69095b7bdf4afd9e3880418a2413feec7069d533d6b4e31cc"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "uri-template"
|
||||
version = "1.3.0"
|
||||
|
|
@ -3254,4 +3850,4 @@ test = ["websockets"]
|
|||
[metadata]
|
||||
lock-version = "2.0"
|
||||
python-versions = "^3.10"
|
||||
content-hash = "b198bb707b86539e6c8edfe2b7377d47387aaaf053bb68b135ccd15361736030"
|
||||
content-hash = "24bc4bc85f985da47c5d432bbc29b6f859b409de794313d6f847cc3b9b3e7a28"
|
||||
|
|
|
|||
|
|
@ -27,6 +27,9 @@ torch = "2.2.1"
|
|||
wandb = "0.17.0"
|
||||
termcolor = "^2.4.0"
|
||||
# vllm = "0.4.1"
|
||||
matplotlib = "^3.9.2"
|
||||
seaborn = "^0.13.2"
|
||||
pandas = "^2.2.3"
|
||||
|
||||
[build-system]
|
||||
requires = ["poetry-core"]
|
||||
|
|
|
|||
Loading…
Reference in New Issue