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benchmark_functions_edited/f10263.py
def f(observationVector, theta): observationVector.insert(0, 1) # add the intercept value return sum([observationVector[i] * theta[i] for i in range(len(theta))]) assert f( [2, 2, 2], [0, 0, 0] ) == 0
benchmark_functions_edited/f12045.py
def f(obs: dict) -> int: if len(obs["geese"][0]) == 0: pos = 4 - sum([1 if len(i) == 0 else 0 for i in obs["geese"][1:]]) else: geese = [0, 1, 2, 3] length = [len(i) for i in obs["geese"]] order = list(zip(*sorted(zip(length, geese))))[1] pos = 4 - order.index(0) return pos assert f( {"geese": [{"a": 1, "b": 2, "c": 3}, {"d": 4, "e": 5, "f": 6}, {"g": 7}], "food": []} ) == 3
benchmark_functions_edited/f13072.py
def f(pos): if pos < 4 / 11.0: return (121 * pos * pos) / 16.0 if pos < 8 / 11.0: return (363 / 40.0 * pos * pos) - (99 / 10.0 * pos) + (17 / 5.0) if pos < 9 / 10.0: return (4356 / 361.0 * pos * pos) - (35442 / 1805.0 * pos) + 16061 / 1805.0 return (54 / 5.0 * pos * pos) - (513 / 25.0 * pos) + 268 / 25.0 assert f(0.0) == 0
benchmark_functions_edited/f4499.py
def f(args): gene, function, scoring_args = args score = function(gene, scoring_args) return score assert f( ("foo", lambda gene, scoring_args: gene == scoring_args, "foo")) == 1
benchmark_functions_edited/f5095.py
def f( x, y = 0, z = 1): r = ( x **2 + y **2 + z **2 ) **0.5 return r assert f(0, 1, 0) == 1
benchmark_functions_edited/f11329.py
def f(lst, search_term): d = {} for x in lst: if x in d: d[x] = d[x] + 1 else: d[x] = 1 if search_term in d: return d[search_term] return 0 assert f(range(10), 6) == 1
benchmark_functions_edited/f3423.py
def f(minimum: float, value: float, maximum: float) -> float: return max(minimum, min(value, maximum)) assert f(0, 1, 2) == 1
benchmark_functions_edited/f8299.py
def f(lines, line_index): while line_index < len(lines): if lines[line_index].strip().endswith('*/'): return line_index line_index += 1 return len(lines) assert f( ['/*', 'test', 'test', '*/', 'test'], 0) == 3
benchmark_functions_edited/f13786.py
def f(n_size): total = [] for i, d in enumerate(n_size): if i == 0: total.append(d) else: total.append(total[-1] * d) return sum(total) + 1 assert f([]) == 1
benchmark_functions_edited/f6534.py
def f(value): for converter in (int, float): try: return converter(value) except (ValueError, TypeError): pass return value assert f(1) == 1
benchmark_functions_edited/f2005.py
def f(gamma, x, f, g): return f(x - gamma * g(x)) assert f(2, 0, lambda x: x**2, lambda x: 2*x) == 0
benchmark_functions_edited/f14256.py
def f(c, f1, f2): return c * (f2 - f1) / (f2 + f1) assert f(1, 1, 1) == 0
benchmark_functions_edited/f5614.py
def f(seq, name): if seq and isinstance(seq[0], dict): return sum(i[name] for i in seq) return sum(getattr(i, name) for i in seq) assert f( [ {'x': 1, 'y': 2}, {'x': 3, 'y': 4} ], 'y' ) == 6
benchmark_functions_edited/f10981.py
def f(s): if len(s) == 0: return 0 my_dict = dict() my_max = 0 j = 0 for i in range(len(s)): if s[i] in my_dict.keys(): j = max(j, my_dict[s[i]] + 1) my_dict[s[i]] = i my_max = max(my_max, i-j+1) return my_max assert f("abcabcbb") == 3
benchmark_functions_edited/f10703.py
def f(n, m): rabbits = [0] * m rabbits[0] = 1 for i in range(n - 1): tmp, total = rabbits[0], 0 for j in range(1, m): total += rabbits[j] rabbits[j], tmp = tmp, rabbits[j] rabbits[0] = total return sum(rabbits) assert f(2, 2) == 1
benchmark_functions_edited/f11869.py
def f(ufuncs, curr_state, state): utility = 0 for attr, value in state.items(): if attr in ufuncs: new_state_utility = ufuncs[attr](value) current_state_utility = ufuncs[attr](curr_state[attr]) utility += new_state_utility - current_state_utility return utility assert f( {"a": lambda a: a * 2, "b": lambda b: b + 1}, {"a": 2, "b": 3}, {"a": 2, "b": 3}, ) == 0
benchmark_functions_edited/f6346.py
def f(node, neighbors): edges = [(n, len(neighbors[n])) for n in neighbors[node]] edges.sort(key=lambda n: n[1]) return edges[0][0] assert f(2, {1: [2, 3], 2: [1, 3], 3: [2, 1], 4: [1, 2]}) == 1
benchmark_functions_edited/f4549.py
def f(r): return 4 * r + 4 assert f(0) == 4
benchmark_functions_edited/f6557.py
def f(x,y): def power_tail_helper(x, y, accum): if(y==0): return accum return power_tail_helper(x, y-1, x*accum) return power_tail_helper(x, y, 1) assert f(2,0) == 1
benchmark_functions_edited/f11560.py
def f(nums): nums = str(nums) cache = [1, 1] # sol(n-2), sol(n-1) for i in range(1, len(nums)): if 9 < int(nums[i-1:i+1]) < 26: cache[1], cache[0] = cache[0] + cache[1], cache[1] else: cache[0] = cache[1] return cache[1] assert f(1) == 1
benchmark_functions_edited/f11423.py
def f(n,a0,a1,x,y): s=0; for i in range(n): s+=(a0+a1*x[i]-y[i]) return s/n assert f(3, 1, 2, [1, 2, 3], [2, 3, 4]) == 2
benchmark_functions_edited/f9644.py
def f(old_value, added_value, n): return old_value + ((added_value - old_value) / n) assert f(0, 4, 2) == 2
benchmark_functions_edited/f9437.py
def f(guess, answer, turns): if guess > answer: print("Too high.") return turns - 1 elif guess < answer: print("Too low.") return turns - 1 else: print(f"You got it! The answer was {answer}.") assert f(3, 4, 2) == 1
benchmark_functions_edited/f1768.py
def f(X): if hasattr(X, "values"): X = X.values return X assert f(1) == 1
benchmark_functions_edited/f4161.py
def f(n, off): if n < 0: while n < 0: n += off elif n > off: while n > off: n -= off return n assert f(0, 4) == 0
benchmark_functions_edited/f7242.py
def f(value, max_value, max_width): ratio = float(value) / float(max_value) return int(round(ratio * max_width)) assert f(0, 100, -10) == 0
benchmark_functions_edited/f3829.py
def f(n): fib = [0,1] for i in range(2,n+1): fib.append(fib[i-2] + fib[i-1]) return fib[-1] assert f(5) == 5
benchmark_functions_edited/f4359.py
def f(data, shift, length): bitmask = ((1 << length) - 1) << shift return ((data & bitmask) >> shift) assert f(5, 4, 1) == 0
benchmark_functions_edited/f14504.py
def f(obj1, obj2) -> int: edit = [[i + j for j in range(len(obj2) + 1)] for i in range(len(obj1) + 1)] for i in range(1, len(obj1) + 1): for j in range(1, len(obj2) + 1): if obj1[i - 1] == obj2[j - 1]: d = 0 else: d = 1 edit[i][j] = min(edit[i - 1][j] + 1, edit[i][j - 1] + 1, edit[i - 1][j - 1] + d) return edit[len(obj1)][len(obj2)] assert f('intention', 'execution') == 5
benchmark_functions_edited/f3599.py
def f(kappa_i, p_1, p_2, g): return (p_1 - p_2) / g * kappa_i assert f(1, 1, 0, 1) == 1
benchmark_functions_edited/f10083.py
def f(needle, p): length = 0 j = len(needle) - 1 for i in reversed(range(p + 1)): if needle[i] == needle[j]: length += 1 else: break j -= 1 return length assert f('abcabc', 4) == 0
benchmark_functions_edited/f11916.py
def f(trajectory): num_fails = 0 for bbox in trajectory: if len(bbox) == 1 and bbox[0] == 2.: num_fails += 1 return num_fails assert f( [[1.], [1.], [1.]]) == 0
benchmark_functions_edited/f370.py
def f(a): return 1 + a % 12 assert f(20) == 9
benchmark_functions_edited/f4376.py
def f(binary): prefix_count = 0 for i in binary: if i == '1': prefix_count += 1 return prefix_count assert f(bin(254)) == 7
benchmark_functions_edited/f11312.py
def f(values): # Write the f() function midpoint = int(len(values) / 2) if len(values) % 2 == 0: median = (values[midpoint - 1] + values[midpoint]) / 2 else: median = values[midpoint] return float(median) assert f([1, 1, 5, 5, 10]) == 5
benchmark_functions_edited/f12329.py
def f(xs, predicate): for x in xs: if predicate(x): return x return None assert f([1,2,3], lambda x: x == 3) == 3
benchmark_functions_edited/f3885.py
def f(velocity): speed = 0 for i in velocity: speed += abs(i) return speed assert f([0, -3]) == 3
benchmark_functions_edited/f9596.py
def f(oper, left_op, right_op): if oper == '+': return left_op + right_op elif oper == '-': return left_op - right_op elif oper == '*': return left_op * right_op else: return left_op / right_op assert f('*', 2, 3) == 6
benchmark_functions_edited/f2943.py
def f(dist): mean = 0 for k, v in dist.items(): mean += k * v return mean assert f(dict()) == 0
benchmark_functions_edited/f6037.py
def f(n): if n == 1: return 1 cycle, rem = divmod(n - 1, 4) adjustment = cycle * 3 - 1 result = pow(2, n - 2) + pow(2, adjustment + rem) return result assert f(2) == 2
benchmark_functions_edited/f14260.py
def f(array): original_zeroes = 0 current_sum, max_sum = 0, 0 for value in array: if not value: value = -1 original_zeroes += 1 current_sum = max(0, current_sum + value) max_sum = max(max_sum, current_sum) return original_zeroes + max_sum assert f([]) == 0
benchmark_functions_edited/f9853.py
def f(tp,fp,tn,fn): return 2*tp/float(2*tp + fn + fp) assert f(1,0,1,0) == 1
benchmark_functions_edited/f5476.py
def f(iterable, item): index = -1 for i, thing in enumerate(iterable): if thing == item: index = i return index assert f("abcde", "b") == 1
benchmark_functions_edited/f12800.py
def f(n): result = 1 while n >= 128: result += 1 n >>= 7 return result assert f(1 << 35) == 6
benchmark_functions_edited/f9530.py
def f(m,s,b,n): result = 0 y = pow(b,m,n) for j in range(s): if (y==1 and j==0) or (y==n-1): result = 1 break y = pow(y,2,n) return result assert f(2,3,5,7)==0
benchmark_functions_edited/f12011.py
def f(s, charset): if not isinstance(s, (str)): raise ValueError("s must be a string.") if (set(s) - set(charset)): raise ValueError("s has chars that aren't in the charset.") output = 0 for char in s: output = output * len(charset) + charset.index(char) return output assert f( 'abc', 'abc') == 5
benchmark_functions_edited/f5615.py
def f(dictOfElements, valueToFind): for key, value in dictOfElements.items(): if value == valueToFind: return key assert f( {0: "Elie", 1: "Schoppik", 2: "McCoy"}, "McCoy" ) == 2
benchmark_functions_edited/f11025.py
def f(word): reserved_keywords = ["from"] if word in reserved_keywords: return f"_{word}" return word assert f(1) == 1
benchmark_functions_edited/f9860.py
def f(string, reference): answer = 0 if (len(string) == len(reference)): for i in range(len(string)): if string[i] != reference[i]: answer += 1 else: answer = -1 return answer assert f("TCCTAAAGTGGTTTGTATGGG", "TCCGAAAGTGGTTTGTATGGG") == 1
benchmark_functions_edited/f10642.py
def f(policies, weights): total = 0 for p in policies: if p == "nan": continue if p not in weights.keys(): raise ValueError(f"Missing intensity group: {p}") else: total += weights[p] return total assert f( ["1", "2", "3"], {"1": 1, "2": 2, "3": 3, "4": 4, "5": 5, "6": 6} ) == 6
benchmark_functions_edited/f9159.py
def f(T, VL, VDL, VH, VDH): # print('cubic int') t2 = T * T t3 = t2 * T p0 = (2 * t3 - 3 * t2 + 1) * VL m0 = (t3 - 2 * t2 + T) * VDL p1 = (-2 * t3 + 3 * t2) * VH m1 = (t3 - t2) * VDH return p0 + m0 + p1 + m1 assert f(0, 0, 0, 0, 0) == 0
benchmark_functions_edited/f923.py
def f(value, none_result): return value if value is not None else none_result assert f(5, None) == 5
benchmark_functions_edited/f8721.py
def f(pixel_part, bit): pixel_part_binary = bin(pixel_part) last_bit = int(pixel_part_binary[-1]) calculated_last_bit = last_bit & bit return int(pixel_part_binary[:-1]+str(calculated_last_bit), 2) assert f(2, 1) == 2
benchmark_functions_edited/f1125.py
def f(x,xtrue): return 100.0*(x-xtrue)/xtrue assert f(1,1) == 0
benchmark_functions_edited/f3818.py
def f(x, x0, k): return 2 * k * (x0 - x) assert f(0, 0, 0) == 0
benchmark_functions_edited/f2185.py
def f(x): if int(x) != x: return int(x) + 1 return int(x) assert f(1.0) == 1
benchmark_functions_edited/f12069.py
def f(seq, N): sLen = 0 # todo: use Alex's xrange pattern from the cbook for efficiency for (word, ind) in zip(seq, list(range(len(seq)))): sLen += len(word) + 1 # +1 to account for the len(' ') if sLen >= N: return ind return len(seq) assert f(list("a b c d e f g h i j k"), 17) == 8
benchmark_functions_edited/f455.py
def f(n): sum = int((n * (n + 1)) / 2) return sum assert f(0) == 0
benchmark_functions_edited/f7277.py
def f(pos: int, step: int, width: int) -> int: new_pos = (pos + step) % width return new_pos assert f(4, -13, 5) == 1
benchmark_functions_edited/f7102.py
def f(S): fahrenheit = float(S) celsius = (fahrenheit - 32) * 5 / 9 return celsius print (celsius) assert f(32) == 0
benchmark_functions_edited/f6604.py
def f(data,key): try: value = data[key] except KeyError: value = '' return value assert f( {'a':1, 'b':2}, 'b' ) == 2
benchmark_functions_edited/f4379.py
def f(n, epsilon=0.0001): guess = 1.0 while abs(guess*guess - n) > epsilon: guess = (n/guess + guess) / 2.0 return guess assert f(1) == 1
benchmark_functions_edited/f6454.py
def f(n): # Base case. if n <= 1: return 1 return n * f(n - 1) assert f(0) == 1
benchmark_functions_edited/f5791.py
def f(blocks, key): keys = [i for i in range(len(blocks)) if blocks[i]['key'] == key] return keys[0] if keys else -1 assert f( [ {'key': 'a', 'value': 1}, {'key': 'b', 'value': 2}, {'key': 'c', 'value': 3} ], 'a' ) == 0
benchmark_functions_edited/f14292.py
def f(word): result = 0 for char in word.upper(): if char in "AEIOULNRST": result += 1 elif char in "DG": result += 2 elif char in "BCMP": result += 3 elif char in "FHVWY": result += 4 elif char == "K": result += 5 elif char in "JX": result += 8 else: result += 10 return result assert f("N") == 1
benchmark_functions_edited/f5819.py
def f(value): return float(value) if '.' in value else int(value) assert f('1') == 1
benchmark_functions_edited/f3035.py
def f(a): try: return len(a) except TypeError: return 1 assert f(range(0)) == 0
benchmark_functions_edited/f12932.py
def f(sorted_list, element): idxLeft = 0 idxRight = len(sorted_list) - 1 while idxLeft < idxRight: idxMiddle = (idxLeft + idxRight) // 2 middle = sorted_list[idxMiddle] if middle <= element: idxLeft = idxMiddle + 1 elif middle > element: idxRight = idxMiddle return idxRight assert f(sorted([1, 3, 5, 7]), 2) == 1
benchmark_functions_edited/f8163.py
def f(num_of_cities, distance_matrix, tour): cost = 0 for i in range(num_of_cities): cost += distance_matrix[tour[i]][tour[(i+1) % num_of_cities]] return cost assert f(3, [[0, 2, 3], [2, 0, 1], [3, 1, 0]], [1, 0, 2]) == 6
benchmark_functions_edited/f9683.py
def f(filename): if filename.endswith(".smc.gz"): filename = filename[:-len(".smc.gz")] elif filename.endswith(".gz"): filename = filename[:-len(".gz")] i = filename.rindex(".") return int(filename[i+1:]) assert f(r"foo/bar/baz.0.smc.gz") == 0
benchmark_functions_edited/f3037.py
def f(B, E): out = E * (B**(E-1)) return out assert f(0, 3) == 0
benchmark_functions_edited/f11089.py
def f(inBool: bool): if inBool: return 1 else: return 0 assert f(not True and False) == 0
benchmark_functions_edited/f1133.py
def f(a,b,c,d): return max(a*b, a*c, a*d, b*c, b*d, c*d) assert f(0, 1, -1, 0) == 0
benchmark_functions_edited/f10371.py
def f(d): v = list(d.values()) k = list(d.keys()) return k[v.index(min(v))] assert f({1:100, 2:200, 3:300}) == 1
benchmark_functions_edited/f13745.py
def f(a, b): a = set(a) b = set(b) # Calculate Jaccard similarity jSimilarity = len(a & b) / len(a | b) jDistance = 1 - jSimilarity return jDistance assert f(set([1, 2, 3, 4]), set([1, 2, 3, 4])) == 0
benchmark_functions_edited/f6104.py
def f(list, target): for i in range(0, len(list)): if list[i] == target: return i return None assert f(list('abc'), 'c') == 2
benchmark_functions_edited/f6243.py
def f(int_val): length = 0 count = 0 while (int_val): count += (int_val & 1) length += 1 int_val >>= 1 return length - 1 assert f(22) == 4
benchmark_functions_edited/f3367.py
def f(a, p): ret = 0 ed = (p + 1)>>1 for i in range(ed): ret += a * i // p return ret assert f(1, 2) == 0
benchmark_functions_edited/f5490.py
def f(year): golden_num = (year + 1) % 19 if golden_num == 0: golden_num = 19 return golden_num assert f(1998) == 4
benchmark_functions_edited/f6603.py
def f(c, D_params): a, b = D_params return a*c + b assert f(2, (1, 1)) == 3
benchmark_functions_edited/f12965.py
def f(distances, left, right): if left == right: return distances[left][right] score = 0 count = 0 for i in range(left, right): for j in range(i+1, right+1): score += distances[i][j] count += 1 return score / count assert f( [ [0, 5, 5, 2], [5, 0, 5, 3], [5, 5, 0, 3], [2, 3, 3, 0], ], 0, 1, ) == 5
benchmark_functions_edited/f3180.py
def f(n, mult): extra = n % mult if extra > 0: n = n + mult - extra return n assert f(0, 4) == 0
benchmark_functions_edited/f12950.py
def f(number, numBits, position): return ( (1 << numBits) - 1 & (number >> (position-1)) ) assert f(0x0000000000000000, 1, 1) == 0
benchmark_functions_edited/f10913.py
def f(value): if value is not None: value = int(value) if value == -1: return None return value assert f(1) == 1
benchmark_functions_edited/f1864.py
def f(x, y): return (1 - x) ** 2 + 100 * (y - x ** 2) ** 2 assert f(1, 1) == 0
benchmark_functions_edited/f123.py
def f(x): return (x + 1) / 2.0 assert f(1) == 1
benchmark_functions_edited/f11717.py
def f(config, default_config, parameter, default_value=None): value = config.get(parameter) if (value is None or value == '') and default_config is not None: value = default_config.get(parameter, default_value) return value assert f({'a': 1}, {'a': 10}, 'a', 10) == 1
benchmark_functions_edited/f6785.py
def f(letter): assert isinstance(letter, str) and len(letter) == 1 u = letter.upper() return 'KJI'.index(u) assert f('J') == 1
benchmark_functions_edited/f4497.py
def f(frequency): # if frequency in VALID_FREQ: # return 0 # else: # return 0 return 0 assert f(23) == 0
benchmark_functions_edited/f13652.py
def f(A, B, C): a_mod_c = A % C b_mod_c = B % C result = (a_mod_c * b_mod_c) % C return result assert f(10, 6, 10) == 0
benchmark_functions_edited/f3299.py
def f(value, min_value, max_value): return max(min_value, min(value, max_value)) assert f(2, 2, 1) == 2
benchmark_functions_edited/f14452.py
def f(box1, box2): xmin = max(box1[0], box2[0]) ymin = max(box1[1], box2[1]) xmax = min(box1[2], box2[2]) ymax = min(box1[3], box2[3]) if xmin >= xmax or ymin >= ymax: return 0 box1area = (box1[2] - box1[0]) * (box1[3] - box1[1]) box2area = (box2[2] - box2[0]) * (box2[3] - box2[1]) intersection = (xmax - xmin) * (ymax - ymin) union = box1area + box2area - intersection return intersection / union assert f([0, 0, 1, 1], [0, 0, 0, 0]) == 0
benchmark_functions_edited/f3191.py
def f(cigartuples): return sum([item[1] for item in cigartuples if item[0] == 1]) assert f(list(zip([0,0,0,0], [3, 5, 7, 9]))) == 0
benchmark_functions_edited/f9966.py
def f(nums): max = sub_sum = float('-inf') for n in nums: if sub_sum + n <= n: sub_sum = n else: sub_sum += n if sub_sum > max: max = sub_sum return max assert f([1]) == 1
benchmark_functions_edited/f10136.py
def f(last_user_stats): total_time_sec = 0 for song in last_user_stats: try: total_time_sec += int(song['play_count']) * (int(song['duration_millis']) / 1000) except: continue return total_time_sec assert f( [{'play_count': 0, 'duration_millis': 150000}, {'play_count': 0, 'duration_millis': 185000}]) == 0
benchmark_functions_edited/f3762.py
def f(token): try: return int(token) except ValueError: return 0 assert f("1.2a") == 0
benchmark_functions_edited/f8744.py
def f(x0, x): return abs(x0 - x) assert f(-1, 0.0) == 1
benchmark_functions_edited/f5870.py
def f(d): n = 0 for di in d.values(): n += len(di) return n assert f({}) == 0
benchmark_functions_edited/f371.py
def f(xs): return sum(1 for _ in xs) assert f(range(5)) == 5
benchmark_functions_edited/f4667.py
def f(sub1, sub2): return min(abs(sub1['end_time'] - sub2['start_time']), abs(sub2['end_time'] - sub1['start_time'])) assert f( {'start_time': 10, 'end_time': 15}, {'start_time': 20, 'end_time': 25}) == 5