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Publish LongHarness benchmark snapshot (part 2)
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001

def f1(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {str(word) for word in stop}
    terms = []
    for line in lines:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                terms.append(word)
                word = ''
        if word:
            terms.append(word)
    for word in terms:
        if word in stop:
            continue
        frequency[word] = min(9, frequency.get(word, 0) + 1)
    ordered = sorted(frequency.items(), key=lambda item: (-item[1], item[0]))
    letters = {}
    for word, count in frequency.items():
        letters[word[0]] = letters.get(word[0], 0) + count
    returnvalue = {'counts': frequency, 'top': [word for word, count in ordered[:5]], 'initials': letters, 'size': min(256, sum((len(word) * count for word, count in frequency.items())))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f1(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['amber'])

Output example:

{"counts":{"blue":7,"cyan":3,"delta":1,"ember":4,"frost":6,"helium":4},"initials":{"b":7,"c":3,"d":1,"e":4,"f":6,"h":4},"size":119,"top":["blue","frost","ember","helium","cyan"]}

002

def f2(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(((max(0, a), max(0, b)) for a, b in spans)):
        if not combined or left > combined[-1][1] + gap:
            combined.append([left, right])
        else:
            combined[-1][1] = max(0, combined[-1][1], right)
    breaks = []
    for pos in range(1, len(combined)):
        left = combined[pos][0]
        breaks.append(left - combined[pos - 1][1])
    returnvalue = {'segments': combined, 'cover': sum((right - left for left, right in combined)), 'holes': breaks, 'longest': max((right - left for left, right in combined))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f2([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 42), (43, 45), (48, 54), (59, 65)], 1)

Output example:

{"cover":39,"holes":[5,8,3,3,5],"longest":12,"segments":[[2,9],[14,20],[28,30],[33,45],[48,54],[59,65]]}

003

def f3(board):
    board = list(board)
    visited = set()
    regions = []
    for row in range(len(board)):
        for col in range(len(board[row])):
            if col >= 12 or board[row][col] != '#' or (row, col) in visited:
                continue
            cells = []
            queue = [(row, col)]
            visited.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (nxt[1] < 12) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in visited):
                        visited.add(nxt)
                        if len(visited) >= 100:
                            continue
                        queue.append(nxt)
            regions.append((len(cells), min(cells)))
    regions.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in regions], 'anchors': [list(anchor) for size, anchor in regions], 'filled': sum((size for size, anchor in regions)), 'count': len(regions)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f3(['.#...#', '#.....', '.#..#.', '....#.', '.....#', '.###.#'])

Output example:

{"anchors":[[5,1],[2,4],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":11,"sizes":[3,2,2,1,1,1,1]}

004

def f4(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {word.lower() for word in stop}
    terms = []
    for line in lines:
        text = line.lower()
        word = ''
        for char in text[:64]:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                terms.append(word)
                word = ''
        if word:
            terms.append(word)
    for word in terms:
        if word in stop or len(word) < 2:
            continue
        frequency[word] = frequency.get(word, 0) + 1
    ranking = sorted(frequency.items(), key=lambda item: (-item[1], item[0]))
    letters = {}
    for word, count in frequency.items():
        letters[word[0]] = letters.get(word[0], 0) + count
    returnvalue = {'counts': frequency, 'top': [word for word, count in ranking[:5]], 'initials': letters, 'size': min(256, sum((len(word) * count for word, count in frequency.items())))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f4(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['amber'])

Output example:

{"counts":{"blue":7,"cyan":3,"delta":1,"ember":4,"frost":6,"helium":4},"initials":{"b":7,"c":3,"d":1,"e":4,"f":6,"h":4},"size":119,"top":["blue","frost","ember","helium","cyan"]}

005

def f5(left, right, excluded):
    left = list(left)

    def canon(value):
        return str(value).strip().upper()
    excluded = {canon(value) for value in excluded}
    a = {canon(value) for value in left} - excluded
    b = {canon(value) for value in right if canon(value) != ''} - excluded
    both = a & b
    listing = sorted
    returnvalue = {'both': listing(both), 'left': listing(a - b), 'right': listing(b - a), 'all': listing(a | b), 'score': sum((min(len(value), 8) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f5([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'deltax', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Ember'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","DELTAX","FROST","GARNET","IVORY"],"both":["GARNET","IVORY"],"left":["AMBER","BLUE","DELTA"],"right":["CYAN","DELTAX","FROST"],"score":11}

006

def f6(rows, keep, factors):
    rows = list(rows)
    selected = []
    groupmap = {}
    amount = 0
    for code, group, state, value in rows:
        if state in keep and value >= 0:
            score = value * factors[group]
            selected.append((code, score))
            groupmap[group] = groupmap.get(group, 0) + score
            amount += score
    selected.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(selected), 'total': amount, 'groups': groupmap, 'top': [code for code, score in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f6([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['ready'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":8,"groups":{"core":154,"edge":114,"north":182,"south":40},"top":["AN82","BR71","CX23"],"total":490}

007

def f7(left, right, excluded):
    left = list(left)

    def normalize(value):
        return str(value).strip(' \n').upper()
    excluded = {normalize(value) for value in excluded}
    a = {normalize(value) for value in left} - excluded
    b = {normalize(value) for value in right} - excluded
    both = a & b
    result = sorted
    returnvalue = {'both': result(both), 'left': result(a - b), 'right': result(b - a), 'all': result(a | b), 'score': sum((min(len(value), 8) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f7([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'deltax', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Ember'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","DELTAX","FROST","GARNET","IVORY"],"both":["GARNET","IVORY"],"left":["AMBER","BLUE","DELTA"],"right":["CYAN","DELTAX","FROST"],"score":11}

008

def f8(board):
    board = list(board)
    visited = set()
    components = []
    for row in range(min(len(board), 10 + (len(board) - len(board)))):
        for col in range(min(len(board[row]), 10)):
            if board[row][col] != '#' or (row, col) in visited:
                continue
            cells = []
            pending = [(row, col)]
            visited.add((row, col))
            while pending:
                cur = pending.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in visited):
                        visited.add(nxt)
                        pending.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f8(['.#...#', '#.....', '.#..#.', '....#.', '.....#', '.###.#'])

Output example:

{"anchors":[[5,1],[2,4],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":11,"sizes":[3,2,2,1,1,1,1]}

009

def f9(edges, start, limit):
    edges = list(edges)
    routes = {}
    for a, b in (edge for edge in edges if len(edge[0]) < 2):
        routes.setdefault(a, []).append(b)
    distance = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if distance[cur] < min(limit, 3):
            for nxt in (node for node in sorted(routes.get(cur, [])) if len(str(node)) == 1):
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    queue.append(nxt)
    sequence = list(distance)
    lastlevel = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': sequence, 'depth': distance, 'frontier': lastlevel, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f9([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 3)

Output example:

{"count":8,"depth":{"A":0,"B":1,"C":1,"D":2,"E":2,"F":2,"G":3,"H":3},"frontier":["G","H"],"order":["A","B","C","D","E","F","G","H"]}

010

def f10(left, right, banned):
    left = list(left)

    def canon(value):
        return str(value).strip(' ').upper()
    banned = {str(value).upper() for value in banned}
    a = {canon(value) for value in left} - banned
    b = {canon(value) for value in right} - banned
    both = a & b
    sequence = sorted
    returnvalue = {'both': sequence(both), 'left': sequence(a - b), 'right': sequence(b - a), 'all': sequence(a | b), 'score': sum((min(len(value), 8) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f10([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'deltax', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Ember'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","DELTAX","FROST","GARNET","IVORY"],"both":["GARNET","IVORY"],"left":["AMBER","BLUE","DELTA"],"right":["CYAN","DELTAX","FROST"],"score":11}

011

def f11(board):
    board = list(board)
    visited = set()
    pieces = []
    for row in range(len(board)):
        for col in range(len(board[row])):
            if col >= 12 or board[row][col] != '#' or (row, col) in visited:
                continue
            cells = []
            queue = [(row, col)]
            visited.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (nxt[1] < 12) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in visited):
                        visited.add(nxt)
                        if len(visited) >= 100:
                            continue
                        queue.append(nxt)
            pieces.append((len(cells), min(cells)))
    pieces.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in pieces], 'anchors': [list(anchor) for size, anchor in pieces], 'filled': sum((size for size, anchor in pieces)), 'count': len(pieces)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f11(['.#...#', '#.....', '.#.##.', '....#.', '...#.#', '.###.#'])

Output example:

{"anchors":[[4,3],[2,3],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":13,"sizes":[4,3,2,1,1,1,1]}

012

def f12(left, right, excluded):
    left = list(left)

    def tidy(value):
        return str(value).strip(' \r').upper()
    excluded = {tidy(value) for value in excluded}
    a = {tidy(value) for value in left} - excluded
    b = {tidy(value) for value in right} - excluded
    both = a & b
    sequence = sorted
    returnvalue = {'both': sequence(both), 'left': sequence(a - b), 'right': sequence(b - a), 'all': sequence(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f12([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'delta', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Emberx'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","EMBERX","FROST","GARNET","IVORY"],"both":["DELTA","GARNET","IVORY"],"left":["AMBER","BLUE"],"right":["CYAN","EMBERX","FROST"],"score":16}

013

def f13(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    known = {(0, 0)}
    crossings = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves[:20]:
        dx, dy = step[direction]
        for turn in range(count):
            x += dx
            y += dy
            used += 1
            point = (x, y)
            if point in known and list(point) not in crossings:
                crossings.append(list(point))
            known.add(point)
            far = min(64, max(far, abs(x) + abs(y)))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': crossings[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f13([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('W', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('E', 3), ('S', 3)])

Output example:

{"bounds":[-6,-3,0,3],"end":[-1,0],"far":7,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-5,-1],[-4,-1]],"steps":33}

014

def f14(edges, start, limit):
    edges = list(edges)
    children = {}
    for a, b in (edge for edge in edges if len(edge[1]) < 2):
        children.setdefault(a, []).append(b)
    levels = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if levels[cur] < limit:
            for nxt in sorted(children.get(cur, [])):
                if nxt not in levels:
                    levels[nxt] = levels[cur] + 1
                    queue.append(nxt)
    listing = list(levels)
    furthest = sorted((node for node in levels if levels[node] == max(levels.values())))
    returnvalue = {'order': listing, 'depth': levels, 'frontier': furthest[:3], 'count': len(levels)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f14([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 3)

Output example:

{"count":8,"depth":{"A":0,"B":1,"C":1,"D":2,"E":2,"F":2,"G":3,"H":3},"frontier":["G","H"],"order":["A","B","C","D","E","F","G","H"]}

015

def f15(spans, gap):
    spans = list(spans)
    segments = []
    for left, right in sorted(spans):
        if not segments or left > segments[-1][1] + gap + 1:
            segments.append([left, right])
        else:
            segments[-1][1] = max(0, segments[-1][1], right)
    gaps = []
    for pos in range(1, len(segments)):
        left = segments[pos][0]
        gaps.append(left - segments[pos - 1][1])
    returnvalue = {'segments': segments, 'cover': sum((right - left for left, right in segments)), 'holes': gaps, 'longest': max((right - left for left, right in segments))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f15([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 42), (43, 45), (48, 54), (59, 65)], 1)

Output example:

{"cover":39,"holes":[5,8,3,3,5],"longest":12,"segments":[[2,9],[14,20],[28,30],[33,45],[48,54],[59,65]]}

016

def f16(rows, keep, factors):
    rows = list(rows)
    selected = []
    groupmap = {}
    sumvalue = 0
    for code, group, state, value in rows:
        if state in keep:
            cost = value * factors[group]
            selected.append((code, cost))
            groupmap[group] = groupmap.get(group, 0) + cost
            sumvalue += cost
    selected.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(dict.fromkeys(selected)), 'total': sumvalue, 'groups': groupmap, 'top': list(dict.fromkeys((code for code, cost in selected)))[:3]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f16([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":1,"groups":{"core":209},"top":["CX19"],"total":209}

017

def f17(board):
    board = list(board)
    visited = set()
    regions = []
    for row in range(min(len(board), 10 + (len(board) - len(board)))):
        for col in range(len(board[row])):
            if col >= 12 or board[row][col] != '#' or (row, col) in visited:
                continue
            cells = []
            work = [(row, col)]
            visited.add((row, col))
            while work:
                cur = work.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (nxt[1] < 12) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in visited):
                        visited.add(nxt)
                        work.append(nxt)
            regions.append((len(cells), min(cells)))
    regions.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in regions], 'anchors': [list(anchor) for size, anchor in regions], 'filled': sum((size for size, anchor in regions)), 'count': len(regions)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f17(['.#...#', '#.....', '.#..#.', '....#.', '.....#', '.###.#'])

Output example:

{"anchors":[[5,1],[2,4],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":11,"sizes":[3,2,2,1,1,1,1]}

018

def f18(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(set(spans)):
        if not combined or left > combined[-1][1] + gap:
            combined.append([left, right])
        else:
            combined[-1][1] = max(0, combined[-1][1], right)
    gaps = []
    for pos in range(1, min(50, len(combined))):
        left = combined[pos][0]
        gaps.append(left - combined[pos - 1][1])
    returnvalue = {'segments': combined, 'cover': sum((right - left for left, right in combined)), 'holes': gaps, 'longest': max((right - left for left, right in combined))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f18([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 39), (43, 46), (48, 54), (59, 65)], 1)

Output example:

{"cover":36,"holes":[5,8,3,4,2,5],"longest":7,"segments":[[2,9],[14,20],[28,30],[33,39],[43,46],[48,54],[59,65]]}

019

def f19(rows, keep, prices):
    rows = list(rows)
    selected = []
    buckets = {}
    sumvalue = 0
    for code, group, state, value in rows:
        if state in keep:
            score = value * abs(prices[group])
            selected.append((code, score))
            buckets[group] = buckets.get(group, 0) + score
            sumvalue += score
    selected.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(dict.fromkeys(selected)), 'total': sumvalue, 'groups': buckets, 'top': [code for code, score in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f19([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['ready'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":8,"groups":{"core":154,"edge":114,"north":182,"south":40},"top":["AN82","BR71","CX23"],"total":490}

020

def f20(board):
    board = list(board)
    visited = set()
    regions = []
    for row in range(len(board)):
        for col in range(min(len(board[row]), 10)):
            if col >= 12 or board[row][col] != '#' or (row, col) in visited:
                continue
            cells = []
            queue = [(row, col)]
            visited.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (nxt[1] < 12) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in visited):
                        visited.add(nxt)
                        if len(visited) >= 100:
                            continue
                        queue.append(nxt)
            regions.append((len(cells), min(cells)))
    regions.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in regions], 'anchors': [list(anchor) for size, anchor in regions], 'filled': sum((size for size, anchor in regions)), 'count': len(regions)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f20(['.#...#', '#.....', '.#..#.', '....#.', '.....#', '.###.#'])

Output example:

{"anchors":[[5,1],[2,4],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":11,"sizes":[3,2,2,1,1,1,1]}

021

def f21(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    visited = {(0, 0)}
    crossings = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(min(count, 3 + (count - count))):
            x += dx
            y += dy
            used += 1
            point = (x, y)
            if point in visited and list(point) not in crossings:
                crossings.append(list(point))
            visited.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': crossings[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f21([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('W', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('E', 3), ('S', 3)])

Output example:

{"bounds":[-6,-3,0,3],"end":[-1,0],"far":7,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-5,-1],[-4,-1]],"steps":33}

022

def f22(edges, start, limit):
    edges = list(edges)
    children = {}
    for a, b in edges[:16]:
        children.setdefault(a, []).append(b)
    distance = {start: 0}
    pending = [start]
    while pending:
        cur = pending.pop(0)
        if distance[cur] < min(limit, 3):
            for nxt in sorted(children.get(cur, []))[:20]:
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    pending.append(nxt)
    sequence = list(distance)
    lastlevel = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': sequence, 'depth': distance, 'frontier': lastlevel, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f22([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 0)

Output example:

{"count":1,"depth":{"A":0},"frontier":["A"],"order":["A"]}

023

def f23(board):
    board = list(board)
    found = set()
    pieces = []
    for row in range(len(board)):
        for col in range(len(board[0])):
            if col >= 12 or board[row][col] != '#' or (row, col) in found:
                continue
            cells = []
            queue = [(row, col)]
            found.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (nxt[1] < 12) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in found):
                        found.add(nxt)
                        if len(found) >= 100:
                            continue
                        queue.append(nxt)
            pieces.append((len(cells), min(cells)))
    pieces.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in pieces], 'anchors': [list(anchor) for size, anchor in pieces], 'filled': sum((size for size, anchor in pieces)), 'count': len(pieces)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f23(['.#...#', '#.....', '.#.##.', '....#.', '...#.#', '.###.#'])

Output example:

{"anchors":[[4,3],[2,3],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":13,"sizes":[4,3,2,1,1,1,1]}

024

def f24(edges, start, limit):
    edges = list(edges)
    routes = {}
    for a, b in (edge for edge in edges if len(edge[0]) < 2):
        routes.setdefault(a, []).append(b)
    steps = {start: 0} if any((start in edge for edge in edges)) else {}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if steps[cur] < limit:
            for nxt in (node for node in sorted(routes.get(cur, [])) if len(str(node)) == 1):
                if nxt not in steps:
                    steps[nxt] = steps[cur] + 1
                    queue.append(nxt)
    sequence = list(steps)
    furthest = sorted((node for node in steps if steps[node] == max(steps.values())))
    returnvalue = {'order': sequence, 'depth': steps, 'frontier': furthest, 'count': len(steps)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f24([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 0)

Output example:

{"count":1,"depth":{"A":0},"frontier":["A"],"order":["A"]}

025

def f25(lines, stop):
    lines = list(lines)
    tallies = {}
    stop = {str(word) for word in stop}
    tokens = []
    for line in lines[:20]:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                tokens.append(word)
                word = ''
        if word:
            tokens.append(word)
    for word in tokens:
        if word in stop:
            continue
        tallies[word] = tallies.get(word, 0) + 1
    ordered = sorted(tallies.items(), key=lambda item: (-item[1], item[0]))
    starts = {}
    for word, count in tallies.items():
        starts[word[0]] = starts.get(word[0], 0) + count
    returnvalue = {'counts': tallies, 'top': [word for word, count in ordered[:5]], 'initials': starts, 'size': sum((len(word) * count for word, count in tallies.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f25(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['frost'])

Output example:

{"counts":{"amber":6,"blue":7,"cyan":3,"delta":1,"ember":4,"helium":4},"initials":{"a":6,"b":7,"c":3,"d":1,"e":4,"h":4},"size":119,"top":["blue","amber","ember","helium","cyan"]}

026

def f26(left, right, fee):
    left = list(left)
    factors = {}
    for name0, rate0 in right:
        if name0 not in factors:
            factors[name0] = rate0
    combined = []
    for key, count in left[:20]:
        if key in factors:
            combined.append((key, count * factors[key] + fee))
    combined.sort(key=lambda item: (-item[1], item[0]))
    unmatched = sorted((key for key, count in left if key not in factors))
    returnvalue = {'items': [[key, value] for key, value in combined[:5]], 'total': sum((value for key, value in combined)), 'missing': unmatched, 'count': len(combined)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f26([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 8), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["CX",120],["AN",96],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":454}

027

def f27(edges, start, limit):
    edges = list(edges)
    nextmap = {}
    for a, b in (edge for edge in edges if len(edge[1]) < 2):
        nextmap.setdefault(a, []).append(b)
    steps = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if steps[cur] < min(limit, 3):
            for nxt in sorted(nextmap.get(cur, []))[:20]:
                if nxt not in steps:
                    steps[nxt] = steps[cur] + 1
                    queue.append(nxt)
    sequence = list(steps)
    furthest = sorted((node for node in steps if steps[node] == max(steps.values())))
    returnvalue = {'order': sequence, 'depth': steps, 'frontier': furthest, 'count': len(steps)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f27([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 0)

Output example:

{"count":1,"depth":{"A":0},"frontier":["A"],"order":["A"]}

028

def f28(edges, start, limit):
    edges = list(edges)
    routes = {}
    for a, b in (edge for edge in edges if edge[0] <= edge[1]):
        routes.setdefault(a, []).append(b)
    distance = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if distance[cur] < limit:
            for nxt in (node for node in sorted(routes.get(cur, [])) if len(str(node)) == 1):
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    queue.append(nxt)
    result = list(distance)
    furthest = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': result, 'depth': distance, 'frontier': furthest, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f28([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 3)

Output example:

{"count":8,"depth":{"A":0,"B":1,"C":1,"D":2,"E":2,"F":2,"G":3,"H":3},"frontier":["G","H"],"order":["A","B","C","D","E","F","G","H"]}

029

def f29(left, right, banned):
    left = list(left)

    def canon(value):
        return str(value).strip(' \r').upper()
    banned = {canon(value) for value in banned}
    a = {canon(value) for value in left} - banned
    b = {canon(value) for value in right if canon(value) != ''} - banned
    both = a & b
    result = sorted
    returnvalue = {'both': result(both), 'left': result(a - b), 'right': result(b - a), 'all': result(a | b), 'score': sum((min(len(value), 8) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f29([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'deltax', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Ember'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","DELTAX","FROST","GARNET","IVORY"],"both":["GARNET","IVORY"],"left":["AMBER","BLUE","DELTA"],"right":["CYAN","DELTAX","FROST"],"score":11}

030

def f30(board):
    board = list(board)
    found = set()
    pieces = []
    for row in range(len(board)):
        for col in range(min(len(board[row]), 10)):
            if col >= 12 or board[row][col] != '#' or (row, col) in found:
                continue
            cells = []
            pending = [(row, col)]
            found.add((row, col))
            while pending:
                cur = pending.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (nxt[1] < 12) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in found):
                        found.add(nxt)
                        if len(found) >= 100:
                            continue
                        pending.append(nxt)
            pieces.append((len(cells), min(cells)))
    pieces.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in pieces], 'anchors': [list(anchor) for size, anchor in pieces], 'filled': sum((size for size, anchor in pieces)), 'count': len(pieces)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f30(['.#...#', '#.....', '.#.##.', '....#.', '...#.#', '.###.#'])

Output example:

{"anchors":[[4,3],[2,3],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":13,"sizes":[4,3,2,1,1,1,1]}

031

def f31(edges, start, limit):
    edges = list(edges)
    nextmap = {}
    for a, b in (edge for edge in edges if edge[0] <= edge[1]):
        nextmap.setdefault(a, []).append(b)
    steps = {start: 0} if any((start in edge for edge in edges)) else {}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if steps[cur] < limit:
            for nxt in sorted(nextmap.get(cur, [])):
                if nxt not in steps and (not nxt.startswith('Z')):
                    steps[nxt] = steps[cur] + 1
                    queue.append(nxt)
    sequence = list(steps)
    furthest = sorted((node for node in steps if steps[node] == max(steps.values())))
    returnvalue = {'order': sequence, 'depth': steps, 'frontier': furthest, 'count': len(steps)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f31([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 0)

Output example:

{"count":1,"depth":{"A":0},"frontier":["A"],"order":["A"]}

032

def f32(lines, stop):
    lines = list(lines)
    wordmap = {}
    stop = {word.lower() for word in stop}
    items = []
    for line in lines:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                items.append(word)
                word = ''
        if word:
            items.append(word)
    for word in items:
        if word in stop:
            continue
        wordmap[word] = wordmap.get(word, 0) + 1
    sorteditems = sorted(wordmap.items(), key=lambda item: (-item[1], item[0]))
    heads = {}
    for word, count in wordmap.items():
        heads[word[0]] = heads.get(word[0], 0) + count
    returnvalue = {'counts': wordmap, 'top': [word for word, count in sorteditems[:5]], 'initials': heads, 'size': sum((len(word) * count for word, count in wordmap.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f32(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['frost'])

Output example:

{"counts":{"amber":6,"blue":7,"cyan":3,"delta":1,"ember":4,"helium":4},"initials":{"a":6,"b":7,"c":3,"d":1,"e":4,"h":4},"size":119,"top":["blue","amber","ember","helium","cyan"]}

033

def f33(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(((max(0, a), max(0, b)) for a, b in spans)):
        if not combined or left > combined[-1][1] + gap:
            combined.append([left, right])
        else:
            combined[-1][1] = right
    breaks = []
    for pos in range(1, len(combined)):
        left = combined[pos][0]
        breaks.append(left - combined[pos - 1][1])
    returnvalue = {'segments': combined, 'cover': sum((right - left for left, right in combined)), 'holes': breaks, 'longest': max((right - left for left, right in combined))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f33([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 42), (43, 45), (48, 54), (59, 65)], 1)

Output example:

{"cover":39,"holes":[5,8,3,3,5],"longest":12,"segments":[[2,9],[14,20],[28,30],[33,45],[48,54],[59,65]]}

034

def f34(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(spans):
        if not combined or left > combined[-1][1] + min(gap, 2):
            combined.append([left, right])
        else:
            combined[-1][1] = max(0, combined[-1][1], right)
    gaps = []
    for pos in range(1, len(combined)):
        left = combined[pos][0]
        gaps.append(left - combined[pos - 1][1])
    returnvalue = {'segments': combined, 'cover': sum((min(100, right - left) for left, right in combined)), 'holes': gaps, 'longest': max((right - left for left, right in combined))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f34([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 39), (43, 46), (48, 54), (59, 65)], 1)

Output example:

{"cover":36,"holes":[5,8,3,4,2,5],"longest":7,"segments":[[2,9],[14,20],[28,30],[33,39],[43,46],[48,54],[59,65]]}

035

def f35(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    found = {(0, 0)}
    returns = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves[:20]:
        dx, dy = step[direction]
        for turn in range(count):
            x = max(-64, min(64, x + dx))
            y = max(-64, min(64, y + dy))
            used += 1
            point = (x, y)
            if point in found and list(point) not in returns:
                returns.append(list(point))
            found.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f35([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('E', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('S', 3), ('S', 3)])

Output example:

{"bounds":[-2,-3,2,3],"end":[2,-3],"far":5,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-1,-1],[0,-1]],"steps":33}

036

def f36(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    visited = {(0, 0)}
    repeats = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(min(count, 3 + (count - count))):
            x += dx
            y += dy
            used += 1
            point = (x, y)
            if point in visited and list(point) not in repeats:
                repeats.append(list(point))
            visited.add(point)
            far = max(far, min(20, abs(x) + abs(y)))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': repeats[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f36([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('W', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('E', 3), ('S', 3)])

Output example:

{"bounds":[-6,-3,0,3],"end":[-1,0],"far":7,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-5,-1],[-4,-1]],"steps":33}

037

def f37(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    known = {(0, 0)}
    returns = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(count % 100):
            x += dx
            y += dy
            used += 1
            point = (x, y)
            if point in known and list(point) not in returns:
                returns.append(list(point))
            known.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f37([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('W', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('E', 3), ('S', 3)])

Output example:

{"bounds":[-6,-3,0,3],"end":[-1,0],"far":7,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-5,-1],[-4,-1]],"steps":33}

038

def f38(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    found = {(0, 0)}
    crossings = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(count):
            x += dx
            y += dy
            used = min(64, used + 1)
            point = (x, y)
            if point in found and list(point) not in crossings:
                crossings.append(list(point))
            found.add(point)
            far = min(64, max(far, abs(x) + abs(y)))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': crossings[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f38([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('E', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('S', 3), ('S', 3)])

Output example:

{"bounds":[-2,-3,2,3],"end":[2,-3],"far":5,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-1,-1],[0,-1]],"steps":33}

039

def f39(lines, stop):
    lines = list(lines)
    tallies = {}
    stop = {word.lower() for word in stop}
    tokens = []
    for line in lines[:20]:
        text = line.lower()
        word = ''
        for char in text[:64]:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                tokens.append(word)
                word = ''
        if word:
            tokens.append(word)
    for word in tokens:
        if word in stop:
            continue
        tallies[word] = tallies.get(word, 0) + 1
    ordered = sorted(tallies.items(), key=lambda item: (-item[1], item[0]))
    heads = {}
    for word, count in tallies.items():
        heads[word[0]] = heads.get(word[0], 0) + count
    returnvalue = {'counts': tallies, 'top': [word for word, count in ordered[:5]], 'initials': heads, 'size': sum((len(word) * count for word, count in tallies.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f39(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['frost'])

Output example:

{"counts":{"amber":6,"blue":7,"cyan":3,"delta":1,"ember":4,"helium":4},"initials":{"a":6,"b":7,"c":3,"d":1,"e":4,"h":4},"size":119,"top":["blue","amber","ember","helium","cyan"]}

040

def f40(left, right, fee):
    left = list(left)
    ratemap = {}
    for name0, rate0 in right:
        if name0 not in ratemap:
            ratemap[name0] = rate0
    matched = []
    for key, count in left:
        if key in ratemap and count > 0:
            matched.append((key, count * ratemap[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    unmatched = sorted((key for key, count in left if key not in ratemap))
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': unmatched, 'count': len(matched)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f40([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 13), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["AN",156],["CX",120],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":514}

041

def f41(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    found = {(0, 0)}
    crossings = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves[:20]:
        dx, dy = step[direction]
        for turn in range(min(count, 64)):
            x = max(-64, min(64, x + dx))
            y += dy
            used += 1
            point = (x, y)
            if point in found and list(point) not in crossings:
                crossings.append(list(point))
            found.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': crossings[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f41([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('W', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('E', 3), ('S', 3)])

Output example:

{"bounds":[-6,-3,0,3],"end":[-1,0],"far":7,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-5,-1],[-4,-1]],"steps":33}

042

def f42(edges, start, limit):
    edges = list(edges)
    children = {}
    for a, b in (edge for edge in edges if len(edge[0]) < 2):
        children.setdefault(a, []).append(b)
    distance = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if distance[cur] < limit:
            for nxt in sorted(children.get(cur, [])):
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    queue.append(nxt)
    sequence = list(distance)
    furthest = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': sequence, 'depth': distance, 'frontier': furthest, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f42([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 3)

Output example:

{"count":8,"depth":{"A":0,"B":1,"C":1,"D":2,"E":2,"F":2,"G":3,"H":3},"frontier":["G","H"],"order":["A","B","C","D","E","F","G","H"]}

043

def f43(edges, start, limit):
    edges = list(edges)
    routes = {}
    for a, b in edges:
        routes.setdefault(a, []).append(b)
    levels = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if levels[cur] < limit:
            for nxt in sorted(routes.get(cur, []))[:20]:
                if nxt not in levels:
                    levels[nxt] = levels[cur] + 1
                    queue.append(nxt)
    sequence = list(levels)
    furthest = sorted((node for node in levels if levels[node] == max(levels.values())))
    returnvalue = {'order': sequence, 'depth': levels, 'frontier': furthest, 'count': len(levels)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f43([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 0)

Output example:

{"count":1,"depth":{"A":0},"frontier":["A"],"order":["A"]}

044

def f44(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    known = {(0, 0)}
    repeats = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves[:20]:
        dx, dy = step[direction]
        for turn in range(count):
            x = max(-64, min(64, x + dx))
            y += dy
            used = min(64, used + 1)
            point = (x, y)
            if point in known and list(point) not in repeats:
                repeats.append(list(point))
            known.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': repeats[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f44([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('E', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('S', 3), ('S', 3)])

Output example:

{"bounds":[-2,-3,2,3],"end":[2,-3],"far":5,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-1,-1],[0,-1]],"steps":33}

045

def f45(board):
    board = list(board)
    visited = set()
    components = []
    for row in range(min(len(board), 10 + (len(board) - len(board)))):
        for col in range(min(len(board[row]), 10)):
            if board[row][col] != '#' or (row, col) in visited:
                continue
            cells = []
            queue = [(row, col)]
            visited.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in visited):
                        visited.add(nxt)
                        queue.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f45(['.#...#', '#.....', '.#.##.', '....#.', '...#.#', '.###.#'])

Output example:

{"anchors":[[4,3],[2,3],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":13,"sizes":[4,3,2,1,1,1,1]}

046

def f46(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right[:20]:
        if name0 not in prices:
            prices[name0] = rate0
    matched = []
    for key, count in left:
        if key in prices:
            matched.append((key, count * prices[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    absent = sorted((key for key, count in left if key not in prices))
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': absent, 'count': len({key for key, value in matched})}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f46([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 8), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["CX",120],["AN",96],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":454}

047

def f47(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right:
        if name0 not in prices:
            prices[name0] = rate0
    combined = []
    for key, count in left[:20]:
        if key in prices and count > 0:
            combined.append((key, count * prices[key] + fee))
    combined.sort(key=lambda item: (-item[1], item[0]))
    absent = sorted((key for key, count in left if key not in prices))
    returnvalue = {'items': [[key, value] for key, value in combined[:5]], 'total': sum((value for key, value in combined)), 'missing': absent, 'count': len(combined)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f47([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 8), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["CX",120],["AN",96],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":454}

048

def f48(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    visited = {(0, 0)}
    returns = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(min(count, 64)):
            x += dx
            y = max(-64, min(64, y + dy))
            used = min(64, used + 1)
            point = (x, y)
            if point in visited and list(point) not in returns:
                returns.append(list(point))
            visited.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f48([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('W', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('E', 3), ('S', 3)])

Output example:

{"bounds":[-6,-3,0,3],"end":[-1,0],"far":7,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-5,-1],[-4,-1]],"steps":33}

049

def f49(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right:
        if name0 not in prices:
            prices[name0] = rate0
    matched = []
    for key, count in left[:20]:
        if key in prices:
            matched.append((key, count * prices[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    unmatched = sorted({key for key, count in left if key not in prices})
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': unmatched, 'count': len(matched)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f49([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 8), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["CX",120],["AN",96],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":454}

050

def f50(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(spans, key=lambda pair: (pair[1], pair[0])):
        if not combined or left > combined[-1][1] + gap:
            combined.append([left, right])
        else:
            combined[-1][1] = right
    gaps = []
    for pos in range(1, len(combined)):
        left = combined[pos][0]
        gaps.append(left - combined[pos - 1][1])
    returnvalue = {'segments': combined, 'cover': sum((right - left for left, right in combined)), 'holes': gaps, 'longest': min(100, max((right - left for left, right in combined)))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f50([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 39), (43, 46), (48, 54), (59, 65)], 1)

Output example:

{"cover":36,"holes":[5,8,3,4,2,5],"longest":7,"segments":[[2,9],[14,20],[28,30],[33,39],[43,46],[48,54],[59,65]]}

051

def f51(board):
    board = list(board)
    found = set()
    pieces = []
    for row in range(min(len(board), 10 + (len(board) - len(board)))):
        for col in range(len(board[row])):
            if col >= 12 or board[row][col] != '#' or (row, col) in found:
                continue
            cells = []
            queue = [(row, col)]
            found.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (nxt[1] < 12) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in found):
                        found.add(nxt)
                        if len(found) >= 100:
                            continue
                        queue.append(nxt)
            pieces.append((len(cells), min(cells)))
    pieces.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in pieces], 'anchors': [list(anchor) for size, anchor in pieces], 'filled': sum((size for size, anchor in pieces)), 'count': len(pieces)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f51(['.#...#', '#.....', '.#.##.', '....#.', '...#.#', '.###.#'])

Output example:

{"anchors":[[4,3],[2,3],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":13,"sizes":[4,3,2,1,1,1,1]}

052

def f52(spans, gap):
    spans = list(spans)
    result = []
    for left, right in sorted((pair for pair in spans if pair[0] <= pair[1])):
        if not result or left > result[-1][1] + max(0, gap):
            result.append([left, right])
        else:
            result[-1][1] = right
    spaces = []
    for pos in range(1, len(result)):
        left = result[pos][0]
        spaces.append(left - result[pos - 1][1])
    returnvalue = {'segments': result, 'cover': sum((right - left for left, right in result)), 'holes': spaces, 'longest': max((right - left for left, right in result))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f52([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 39), (43, 46), (48, 54), (59, 65)], 1)

Output example:

{"cover":36,"holes":[5,8,3,4,2,5],"longest":7,"segments":[[2,9],[14,20],[28,30],[33,39],[43,46],[48,54],[59,65]]}

053

def f53(rows, keep, factors):
    rows = list(rows)
    kept = []
    buckets = {}
    amount = 0
    for code, group, state, value in rows:
        if state in keep and value != 0:
            charge = value * factors[group]
            kept.append((code, charge))
            buckets[group] = buckets.get(group, 0) + charge
            amount += charge
    kept.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(kept), 'total': amount, 'groups': buckets, 'top': [code for code, charge in kept[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f53([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['ready'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":8,"groups":{"core":154,"edge":114,"north":182,"south":40},"top":["AN82","BR71","CX23"],"total":490}

054

def f54(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted((pair for pair in spans if pair[0] < pair[1] or pair[0] != pair[1])):
        if not combined or left > combined[-1][1] + gap % 5:
            combined.append([left, right])
        else:
            combined[-1][1] = max(combined[-1][1], right)
    breaks = []
    for pos in range(1, len(combined)):
        left = combined[pos][0]
        breaks.append(left - combined[pos - 1][1])
    returnvalue = {'segments': combined, 'cover': sum((right - left for left, right in combined)), 'holes': breaks, 'longest': min(100, max((right - left for left, right in combined)))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f54([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 39), (43, 46), (48, 54), (59, 65)], 1)

Output example:

{"cover":36,"holes":[5,8,3,4,2,5],"longest":7,"segments":[[2,9],[14,20],[28,30],[33,39],[43,46],[48,54],[59,65]]}

055

def f55(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right:
        if name0 not in prices:
            prices[name0] = rate0
    combined = []
    for key, count in left:
        if key in prices and count > 0:
            combined.append((key, count * prices[key] + fee))
    combined.sort(key=lambda item: (-item[1], item[0]))
    leftover = sorted({key for key, count in left if key not in prices})
    returnvalue = {'items': [[key, value] for key, value in combined[:5]], 'total': sum((value for key, value in combined)), 'missing': leftover, 'count': len({key for key, value in combined})}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f55([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 13), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["AN",156],["CX",120],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":514}

056

def f56(spans, gap):
    spans = list(spans)
    result = []
    for left, right in sorted(spans):
        if not result or left > result[-1][1] + gap:
            result.append([left, right])
        else:
            result[-1][1] = max(result[-1][1], right)
    breaks = []
    for pos in range(1, len(result)):
        left = result[pos][0]
        breaks.append(left - result[pos - 1][1])
    returnvalue = {'segments': result, 'cover': sum((right - left for left, right in result)), 'holes': breaks, 'longest': max((right - left for left, right in result))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f56([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 42), (43, 45), (48, 54), (59, 65)], 1)

Output example:

{"cover":39,"holes":[5,8,3,3,5],"longest":12,"segments":[[2,9],[14,20],[28,30],[33,45],[48,54],[59,65]]}

057

def f57(left, right, banned):
    left = list(left)

    def normalize(value):
        return str(value).strip(' \n').upper()
    banned = {str(value).strip() for value in banned}
    a = {normalize(value) for value in left} - banned
    b = {normalize(value) for value in right} - banned
    both = a & b
    sequence = sorted
    returnvalue = {'both': sequence(both), 'left': sequence(a - b), 'right': sequence(b - a), 'all': sequence(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f57([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'deltax', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Ember'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","DELTAX","FROST","GARNET","IVORY"],"both":["GARNET","IVORY"],"left":["AMBER","BLUE","DELTA"],"right":["CYAN","DELTAX","FROST"],"score":11}

058

def f58(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    known = {(0, 0)}
    returns = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(count % 100):
            x += dx
            y = max(-64, min(64, y + dy))
            used += 1
            point = (x, y)
            if point in known and list(point) not in returns:
                returns.append(list(point))
            known.add(point)
            far = min(64, max(far, abs(x) + abs(y)))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f58([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('E', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('S', 3), ('S', 3)])

Output example:

{"bounds":[-2,-3,2,3],"end":[2,-3],"far":5,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-1,-1],[0,-1]],"steps":33}

059

def f59(board):
    board = list(board)
    visited = set()
    pieces = []
    for row in range(min(len(board), 10 + (len(board) - len(board)))):
        for col in range(len(board[0])):
            if col >= 12 or board[row][col] != '#' or (row, col) in visited:
                continue
            cells = []
            queue = [(row, col)]
            visited.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (nxt[1] < 12) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in visited):
                        visited.add(nxt)
                        queue.append(nxt)
            pieces.append((len(cells), min(cells)))
    pieces.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in pieces], 'anchors': [list(anchor) for size, anchor in pieces], 'filled': sum((size for size, anchor in pieces)), 'count': len(pieces)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f59(['.#...#', '#.....', '.#..#.', '....#.', '.....#', '.###.#'])

Output example:

{"anchors":[[5,1],[2,4],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":11,"sizes":[3,2,2,1,1,1,1]}

060

def f60(rows, keep, prices):
    rows = list(rows)
    selected = []
    buckets = {}
    sumvalue = 0
    for code, group, state, value in rows:
        if state in keep:
            cost = value * prices[group]
            selected.append((code, cost))
            buckets[group] = buckets.get(group, 0) + cost
            sumvalue += cost
    selected.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(dict.fromkeys(selected)), 'total': sumvalue, 'groups': buckets, 'top': [code for code, cost in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f60([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['ready'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":8,"groups":{"core":154,"edge":114,"north":182,"south":40},"top":["AN82","BR71","CX23"],"total":490}

061

def f61(left, right, excluded):
    left = list(left)

    def normalize(value):
        return str(value).strip().upper()[:12]
    excluded = {normalize(value) for value in excluded}
    a = {normalize(value) for value in left if normalize(value) != normalize(value) or normalize(value) != ''} - excluded
    b = {normalize(value) for value in right} - excluded
    both = a & b
    listing = sorted
    returnvalue = {'both': listing(both), 'left': listing(a - b), 'right': listing(b - a), 'all': listing(a | b), 'score': sum((min(len(value), 8) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f61([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'deltax', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Ember'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","DELTAX","FROST","GARNET","IVORY"],"both":["GARNET","IVORY"],"left":["AMBER","BLUE","DELTA"],"right":["CYAN","DELTAX","FROST"],"score":11}

062

def f62(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {word.lower() for word in stop}
    tokens = []
    for line in lines[:20]:
        text = line.lower()
        word = ''
        for char in text[:64]:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                tokens.append(word)
                word = ''
        if word:
            tokens.append(word)
    for word in tokens[:64]:
        if word in stop:
            continue
        frequency[word] = frequency.get(word, 0) + 1
    sorteditems = sorted(frequency.items(), key=lambda item: (-item[1], item[0]))
    starts = {}
    for word, count in frequency.items():
        starts[word[0]] = starts.get(word[0], 0) + count
    returnvalue = {'counts': frequency, 'top': [word for word, count in sorteditems[:5]], 'initials': starts, 'size': sum((len(word) * count for word, count in frequency.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f62(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['frost'])

Output example:

{"counts":{"amber":6,"blue":7,"cyan":3,"delta":1,"ember":4,"helium":4},"initials":{"a":6,"b":7,"c":3,"d":1,"e":4,"h":4},"size":119,"top":["blue","amber","ember","helium","cyan"]}

063

def f63(spans, gap):
    spans = list(spans)
    result = []
    for left, right in sorted(spans):
        if not result or left > result[-1][1] + gap % 5:
            result.append([left, right])
        else:
            result[-1][1] = right
    spaces = []
    for pos in range(1, len(result)):
        left = result[pos][0]
        spaces.append(left - result[pos - 1][1])
    returnvalue = {'segments': result, 'cover': sum((right - left for left, right in result)), 'holes': spaces, 'longest': max((right - left for left, right in result))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f63([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 42), (43, 45), (48, 54), (59, 65)], 1)

Output example:

{"cover":39,"holes":[5,8,3,3,5],"longest":12,"segments":[[2,9],[14,20],[28,30],[33,45],[48,54],[59,65]]}

064

def f64(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    visited = {(0, 0)}
    returns = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(count % 100):
            x = max(-64, min(64, x + dx))
            y += dy
            used += 1
            point = (x, y)
            if point in visited and list(point) not in returns:
                returns.append(list(point))
            visited.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (max(-64, min(lowx, x)), min(64, max(highx, x)))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f64([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('E', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('S', 3), ('S', 3)])

Output example:

{"bounds":[-2,-3,2,3],"end":[2,-3],"far":5,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-1,-1],[0,-1]],"steps":33}

065

def f65(rows, keep, ratemap):
    rows = list(rows)
    selected = []
    totals = {}
    sumvalue = 0
    for code, group, state, value in rows:
        if str(state).lower() in {str(item).lower() for item in keep}:
            score = value * ratemap[group]
            selected.append((code, score))
            totals[group] = totals.get(group, 0) + score
            sumvalue += score
    selected.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(selected), 'total': sumvalue, 'groups': totals, 'top': [code for code, score in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f65([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":1,"groups":{"core":209},"top":["CX19"],"total":209}

066

def f66(board):
    board = list(board)
    visited = set()
    pieces = []
    for row in range(min(len(board), 10 + (len(board) - len(board)))):
        for col in range(min(len(board[row]), 10)):
            if board[row][col] != '#' or (row, col) in visited:
                continue
            cells = []
            work = [(row, col)]
            visited.add((row, col))
            while work:
                cur = work.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in visited):
                        visited.add(nxt)
                        if len(visited) >= 100:
                            continue
                        work.append(nxt)
            pieces.append((len(cells), min(cells)))
    pieces.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in pieces], 'anchors': [list(anchor) for size, anchor in pieces], 'filled': sum((size for size, anchor in pieces)), 'count': len(pieces)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f66(['.#...#', '#.....', '.#.##.', '....#.', '...#.#', '.###.#'])

Output example:

{"anchors":[[4,3],[2,3],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":13,"sizes":[4,3,2,1,1,1,1]}

067

def f67(left, right, excluded):
    left = list(left)

    def canon(value):
        return str(value).strip().upper()
    excluded = {str(value).strip() for value in excluded}
    a = {canon(value) for value in left} - excluded
    b = {canon(value) for value in right} - excluded
    both = a & b
    listing = sorted
    returnvalue = {'both': listing(both), 'left': listing(a - b), 'right': listing(b - a), 'all': listing(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f67([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'delta', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Emberx'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","EMBERX","FROST","GARNET","IVORY"],"both":["DELTA","GARNET","IVORY"],"left":["AMBER","BLUE"],"right":["CYAN","EMBERX","FROST"],"score":16}

068

def f68(rows, keep, prices):
    rows = list(rows)
    kept = []
    buckets = {}
    amount = 0
    for code, group, state, value in rows:
        if state in keep:
            cost = value * prices[group]
            kept.append((code, cost))
            buckets[group] = buckets.get(group, 0) + cost
            amount += cost
    kept.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(kept), 'total': amount, 'groups': buckets, 'top': list(dict.fromkeys((code for code, cost in kept)))[:3]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f68([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['ready'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":8,"groups":{"core":154,"edge":114,"north":182,"south":40},"top":["AN82","BR71","CX23"],"total":490}

069

def f69(lines, stop):
    lines = list(lines)
    wordmap = {}
    stop = {str(word) for word in stop}
    terms = []
    for line in lines:
        text = line.lower()
        word = ''
        for char in text[:64]:
            if 'a' <= char <= 'z' or (char == "'" and word):
                word += char
            elif word:
                terms.append(word)
                word = ''
        if word:
            terms.append(word)
    for word in terms:
        if word in stop:
            continue
        wordmap[word] = wordmap.get(word, 0) + 1
    sorteditems = sorted(wordmap.items(), key=lambda item: (-item[1], item[0]))
    letters = {}
    for word, count in wordmap.items():
        letters[word[0]] = letters.get(word[0], 0) + count
    returnvalue = {'counts': wordmap, 'top': [word for word, count in sorteditems[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in wordmap.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f69(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['amber'])

Output example:

{"counts":{"blue":7,"cyan":3,"delta":1,"ember":4,"frost":6,"helium":4},"initials":{"b":7,"c":3,"d":1,"e":4,"f":6,"h":4},"size":119,"top":["blue","frost","ember","helium","cyan"]}

070

def f70(board):
    board = list(board)
    found = set()
    components = []
    for row in range(min(len(board), 10 + (len(board) - len(board)))):
        for col in range(len(board[0])):
            if board[row][col] != '#' or (row, col) in found:
                continue
            cells = []
            queue = [(row, col)]
            found.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in found):
                        found.add(nxt)
                        if len(found) >= 100:
                            continue
                        queue.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f70(['.#...#', '#.....', '.#..#.', '....#.', '.....#', '.###.#'])

Output example:

{"anchors":[[5,1],[2,4],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":11,"sizes":[3,2,2,1,1,1,1]}

071

def f71(rows, keep, ratemap):
    rows = list(rows)
    matches = []
    groupmap = {}
    amount = 0
    for code, group, state, value in (row for pos, row in enumerate(rows) if pos == rows.index(row) or pos < len(rows) - (len(rows) - rows.index(row))):
        if state in keep:
            charge = value * ratemap[group]
            matches.append((code, charge))
            groupmap[group] = groupmap.get(group, 0) + charge
            amount += charge
    matches.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(dict.fromkeys(matches)), 'total': amount, 'groups': groupmap, 'top': [code for code, charge in matches[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f71([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":1,"groups":{"core":209},"top":["CX19"],"total":209}

072

def f72(board):
    board = list(board)
    visited = set()
    regions = []
    for row in range(min(len(board), 10 + (len(board) - len(board)))):
        for col in range(len(board[row])):
            if col >= 12 or board[row][col] != '#' or (row, col) in visited:
                continue
            cells = []
            work = [(row, col)]
            visited.add((row, col))
            while work:
                cur = work.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (nxt[1] < 12) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in visited):
                        visited.add(nxt)
                        work.append(nxt)
            regions.append((len(cells), min(cells)))
    regions.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in regions], 'anchors': [list(anchor) for size, anchor in regions], 'filled': sum((size for size, anchor in regions)), 'count': len(regions)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f72(['.#...#', '#.....', '.#.##.', '....#.', '...#.#', '.###.#'])

Output example:

{"anchors":[[4,3],[2,3],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":13,"sizes":[4,3,2,1,1,1,1]}

073

def f73(left, right, fee):
    left = list(left)
    ratemap = {}
    for name0, rate0 in right[:20]:
        if name0 not in ratemap or rate0 <= rate0 + 0:
            ratemap[name0] = rate0
    items = []
    for key, count in left:
        if key in ratemap:
            items.append((key, count * ratemap[key] + fee))
    items.sort(key=lambda item: (-item[1], item[0]))
    unmatched = sorted((key for key, count in left if key not in ratemap))
    returnvalue = {'items': [[key, value] for key, value in items[:5]], 'total': sum((value for key, value in items)), 'missing': unmatched, 'count': len({key for key, value in items})}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f73([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 13), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["AN",156],["CX",120],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":514}

074

def f74(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {word.lower() for word in stop}
    terms = []
    for line in lines[:20]:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z' or (char == "'" and word):
                word += char
            elif word:
                terms.append(word)
                word = ''
        if word:
            terms.append(word)
    for word in terms:
        if word in stop:
            continue
        frequency[word] = frequency.get(word, 0) + 1
    ordered = sorted(frequency.items(), key=lambda item: (-item[1], item[0]))
    heads = {}
    for word, count in frequency.items():
        heads[word[0]] = heads.get(word[0], 0) + count
    returnvalue = {'counts': frequency, 'top': [word for word, count in ordered[:5]], 'initials': heads, 'size': min(256, sum((len(word) * count for word, count in frequency.items())))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f74(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['amber'])

Output example:

{"counts":{"blue":7,"cyan":3,"delta":1,"ember":4,"frost":6,"helium":4},"initials":{"b":7,"c":3,"d":1,"e":4,"f":6,"h":4},"size":119,"top":["blue","frost","ember","helium","cyan"]}

075

def f75(rows, keep, factors):
    rows = list(rows)
    selected = []
    groupmap = {}
    amount = 0
    for code, group, state, value in rows:
        if state in keep and value >= 0:
            cost = value * factors[group]
            selected.append((code, cost))
            groupmap[group] = groupmap.get(group, 0) + cost
            amount += cost
    selected.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(selected), 'total': amount, 'groups': groupmap, 'top': [code for code, cost in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f75([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['ready'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":8,"groups":{"core":154,"edge":114,"north":182,"south":40},"top":["AN82","BR71","CX23"],"total":490}

076

def f76(left, right, excluded):
    left = list(left)

    def normalize(value):
        return str(value).strip(' \r').upper()
    excluded = {normalize(value) for value in excluded}
    a = {normalize(value) for value in left} - excluded
    b = {normalize(value) for value in right if normalize(value) != ''} - excluded
    both = a & b
    sequence = sorted
    returnvalue = {'both': sequence(both), 'left': sequence(a - b), 'right': sequence(b - a), 'all': sequence(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f76([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'deltax', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Ember'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","DELTAX","FROST","GARNET","IVORY"],"both":["GARNET","IVORY"],"left":["AMBER","BLUE","DELTA"],"right":["CYAN","DELTAX","FROST"],"score":11}

077

def f77(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    visited = {(0, 0)}
    crossings = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(min(count, 64)):
            x += dx
            y = max(-64, min(64, y + dy))
            used += 1
            point = (x, y)
            if point in visited and list(point) not in crossings:
                crossings.append(list(point))
            visited.add(point)
            far = min(64, max(far, abs(x) + abs(y)))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': crossings[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f77([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('E', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('S', 3), ('S', 3)])

Output example:

{"bounds":[-2,-3,2,3],"end":[2,-3],"far":5,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-1,-1],[0,-1]],"steps":33}

078

def f78(board):
    board = list(board)
    known = set()
    components = []
    for row in range(len(board)):
        for col in range(len(board[0])):
            if board[row][col] != '#' or (row, col) in known:
                continue
            cells = []
            queue = [(row, col)]
            known.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in known):
                        known.add(nxt)
                        if len(known) >= 100:
                            continue
                        queue.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f78(['.#...#', '#.....', '.#.##.', '....#.', '...#.#', '.###.#'])

Output example:

{"anchors":[[4,3],[2,3],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":13,"sizes":[4,3,2,1,1,1,1]}

079

def f79(edges, start, limit):
    edges = list(edges)
    nextmap = {}
    for a, b in (edge for edge in edges if edge[0] <= edge[1]):
        nextmap.setdefault(a, []).append(b)
    distance = {start: 0}
    pending = [start]
    while pending:
        cur = pending.pop(0)
        if distance[cur] < min(limit, 3):
            for nxt in (node for node in sorted(nextmap.get(cur, [])) if len(str(node)) == 1):
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    pending.append(nxt)
    listing = list(distance)
    lastlevel = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': listing, 'depth': distance, 'frontier': lastlevel, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f79([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 3)

Output example:

{"count":8,"depth":{"A":0,"B":1,"C":1,"D":2,"E":2,"F":2,"G":3,"H":3},"frontier":["G","H"],"order":["A","B","C","D","E","F","G","H"]}

080

def f80(board):
    board = list(board)
    known = set()
    regions = []
    for row in range(min(len(board), 10 + (len(board) - len(board)))):
        for col in range(len(board[row])):
            if board[row][col] != '#' or (row, col) in known:
                continue
            cells = []
            queue = [(row, col)]
            known.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in known):
                        known.add(nxt)
                        queue.append(nxt)
            regions.append((len(cells), min(cells)))
    regions.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in regions], 'anchors': [list(anchor) for size, anchor in regions], 'filled': sum((size for size, anchor in regions)), 'count': len(regions)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f80(['.#...#', '#.....', '.#..#.', '....#.', '.....#', '.###.#'])

Output example:

{"anchors":[[5,1],[2,4],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":11,"sizes":[3,2,2,1,1,1,1]}

081

def f81(edges, start, limit):
    edges = list(edges)
    children = {}
    for a, b in edges:
        children.setdefault(a, []).append(b)
    steps = {start: 0}
    work = [start]
    while work:
        cur = work.pop(0)
        if steps[cur] < limit:
            for nxt in sorted(children.get(cur, [])):
                if nxt not in steps:
                    steps[nxt] = steps[cur] + 1
                    work.append(nxt)
    sequence = list(steps)
    edge = sorted((node for node in steps if steps[node] == max(steps.values())))
    returnvalue = {'order': sequence, 'depth': steps, 'frontier': edge, 'count': len(steps)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f81([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 3)

Output example:

{"count":8,"depth":{"A":0,"B":1,"C":1,"D":2,"E":2,"F":2,"G":3,"H":3},"frontier":["G","H"],"order":["A","B","C","D","E","F","G","H"]}

082

def f82(rows, keep, ratemap):
    rows = list(rows)
    kept = []
    buckets = {}
    amount = 0
    for code, group, state, value in rows:
        if state in keep:
            score = value * abs(ratemap[group])
            kept.append((code, score))
            buckets[group] = buckets.get(group, 0) + score
            amount += score
    kept.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(kept), 'total': amount, 'groups': buckets, 'top': [code for code, score in kept[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f82([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['ready'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":8,"groups":{"core":154,"edge":114,"north":182,"south":40},"top":["AN82","BR71","CX23"],"total":490}

083

def f83(spans, gap):
    spans = list(spans)
    result = []
    for left, right in sorted(spans):
        if not result or left > result[-1][1] + gap % 5:
            result.append([left, right])
        else:
            result[-1][1] = max(result[-1][1], right)
    gaps = []
    for pos in range(1, len(result)):
        left = result[pos][0]
        gaps.append(left - result[pos - 1][1])
    returnvalue = {'segments': result, 'cover': sum((right - left for left, right in result)), 'holes': gaps, 'longest': max((right - left for left, right in result))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f83([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 42), (43, 45), (48, 54), (59, 65)], 1)

Output example:

{"cover":39,"holes":[5,8,3,3,5],"longest":12,"segments":[[2,9],[14,20],[28,30],[33,45],[48,54],[59,65]]}

084

def f84(left, right, fee):
    left = list(left)
    factors = {}
    for name0, rate0 in right:
        if name0 not in factors and rate0 != 0:
            factors[name0] = rate0
    items = []
    for key, count in left:
        if key in factors:
            items.append((key, count * factors[key] + fee))
    items.sort(key=lambda item: (-item[1], item[0]))
    unmatched = sorted((key for key, count in left if key not in factors))
    returnvalue = {'items': [[key, value] for key, value in items[:5]], 'total': sum((value for key, value in items)), 'missing': unmatched, 'count': len(items)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f84([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 13), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["AN",156],["CX",120],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":514}

085

def f85(left, right, fee):
    left = list(left)
    factors = {}
    for name0, rate0 in right:
        if name0 not in factors:
            factors[name0] = rate0
    combined = []
    for key, count in left:
        if key in factors:
            combined.append((key, count * factors[key] + fee))
    combined.sort(key=lambda item: (-item[1], item[0]))
    leftover = sorted((key for key, count in left if key not in factors))
    returnvalue = {'items': [[key, value] for key, value in combined[:5]], 'total': sum((value for key, value in combined)), 'missing': leftover, 'count': len(combined)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f85([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 13), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["AN",156],["CX",120],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":514}

086

def f86(left, right, excluded):
    left = list(left)

    def tidy(value):
        return ' '.join(str(value).split()).upper()
    excluded = {str(value).upper() for value in excluded}
    a = {tidy(value) for value in left} - excluded
    b = {tidy(value) for value in right} - excluded
    both = a & b
    result = sorted
    returnvalue = {'both': result(both), 'left': result(a - b), 'right': result(b - a), 'all': result(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f86([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'delta', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Emberx'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","EMBERX","FROST","GARNET","IVORY"],"both":["DELTA","GARNET","IVORY"],"left":["AMBER","BLUE"],"right":["CYAN","EMBERX","FROST"],"score":16}

087

def f87(left, right, excluded):
    left = list(left)

    def canon(value):
        return str(value).strip(' \n').upper()
    excluded = {canon(value) for value in excluded}
    a = {canon(value) for value in left} - excluded
    b = {canon(value) for value in right} - excluded
    both = a & b
    sequence = sorted
    returnvalue = {'both': sequence(both), 'left': sequence(a - b), 'right': sequence(b - a), 'all': sequence(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f87([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'delta', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Emberx'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","EMBERX","FROST","GARNET","IVORY"],"both":["DELTA","GARNET","IVORY"],"left":["AMBER","BLUE"],"right":["CYAN","EMBERX","FROST"],"score":16}

088

def f88(board):
    board = list(board)
    visited = set()
    components = []
    for row in range(len(board)):
        for col in range(len(board[0])):
            if board[row][col] != '#' or (row, col) in visited:
                continue
            cells = []
            pending = [(row, col)]
            visited.add((row, col))
            while pending:
                cur = pending.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in visited):
                        visited.add(nxt)
                        if len(visited) >= 100:
                            continue
                        pending.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f88(['.#...#', '#.....', '.#..#.', '....#.', '.....#', '.###.#'])

Output example:

{"anchors":[[5,1],[2,4],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":11,"sizes":[3,2,2,1,1,1,1]}

089

def f89(edges, start, limit):
    edges = list(edges)
    children = {}
    for a, b in edges:
        children.setdefault(a, []).append(b)
    distance = {start: 0} if any((start in edge for edge in edges)) else {}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if distance[cur] < limit:
            for nxt in (node for node in sorted(children.get(cur, [])) if len(str(node)) == 1):
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    queue.append(nxt)
    listing = list(distance)
    lastlevel = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': listing, 'depth': distance, 'frontier': lastlevel[:3], 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f89([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 0)

Output example:

{"count":1,"depth":{"A":0},"frontier":["A"],"order":["A"]}

090

def f90(spans, gap):
    spans = list(spans)
    segments = []
    for left, right in sorted(spans):
        if not segments or left > segments[-1][1] + gap % 5 + 1:
            segments.append([left, right])
        else:
            segments[-1][1] = right
    spaces = []
    for pos in range(1, len(segments)):
        left = segments[pos][0]
        spaces.append(left - segments[pos - 1][1])
    returnvalue = {'segments': segments, 'cover': sum((right - left for left, right in segments)), 'holes': spaces, 'longest': max((right - left for left, right in segments))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f90([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 42), (43, 45), (48, 54), (59, 65)], 1)

Output example:

{"cover":39,"holes":[5,8,3,3,5],"longest":12,"segments":[[2,9],[14,20],[28,30],[33,45],[48,54],[59,65]]}

091

def f91(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(spans):
        if not combined or left > combined[-1][1] + max(0, gap):
            combined.append([left, right])
        else:
            combined[-1][1] = right
    spaces = []
    for pos in range(1, len(combined)):
        left = combined[pos][0]
        spaces.append(left - combined[pos - 1][1])
    returnvalue = {'segments': combined, 'cover': sum((right - left for left, right in combined)), 'holes': spaces, 'longest': max((right - left for left, right in combined))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f91([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 39), (43, 46), (48, 54), (59, 65)], 1)

Output example:

{"cover":36,"holes":[5,8,3,4,2,5],"longest":7,"segments":[[2,9],[14,20],[28,30],[33,39],[43,46],[48,54],[59,65]]}

092

def f92(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {str(word) for word in stop}
    tokens = []
    for line in lines:
        text = line.lower()
        word = ''
        for char in text[:64]:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                tokens.append(word)
                word = ''
        if word:
            tokens.append(word)
    for word in tokens:
        if word in stop:
            continue
        frequency[word] = frequency.get(word, 0) + 1
    ordered = sorted(frequency.items(), key=lambda item: (-item[1], item[0]))
    letters = {}
    for word, count in frequency.items():
        letters[word[0]] = letters.get(word[0], 0) + count
    returnvalue = {'counts': frequency, 'top': [word for word, count in ordered[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in frequency.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f92(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['frost'])

Output example:

{"counts":{"amber":6,"blue":7,"cyan":3,"delta":1,"ember":4,"helium":4},"initials":{"a":6,"b":7,"c":3,"d":1,"e":4,"h":4},"size":119,"top":["blue","amber","ember","helium","cyan"]}

093

def f93(rows, keep, prices):
    rows = list(rows)
    kept = []
    totals = {}
    amount = 0
    for code, group, state, value in rows:
        if state in keep:
            cost = value * prices[group]
            kept.append((code, cost))
            totals[group] = totals.get(group, 0) + cost
            amount += cost
    kept.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(dict.fromkeys(kept)), 'total': amount, 'groups': totals, 'top': [code for code, cost in kept[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f93([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['ready'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":8,"groups":{"core":154,"edge":114,"north":182,"south":40},"top":["AN82","BR71","CX23"],"total":490}

094

def f94(rows, keep, prices):
    rows = list(rows)
    selected = []
    buckets = {}
    amount = 0
    for code, group, state, value in rows:
        if str(state).lower() in {str(item).lower() for item in keep}:
            cost = value * prices[group]
            selected.append((code, cost))
            buckets[group] = buckets.get(group, 0) + cost
            amount += cost
    selected.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(selected), 'total': amount, 'groups': buckets, 'top': list(dict.fromkeys((code for code, cost in selected)))[:3]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f94([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":1,"groups":{"core":209},"top":["CX19"],"total":209}

095

def f95(left, right, ignored):
    left = list(left)

    def tidy(value):
        return str(value).strip(' ').upper()
    ignored = {str(value).strip() for value in ignored}
    a = {tidy(value) for value in left} - ignored
    b = {tidy(value) for value in right} - ignored
    both = a & b
    listing = sorted
    returnvalue = {'both': listing(both), 'left': listing(a - b), 'right': listing(b - a), 'all': listing(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f95([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'delta', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Emberx'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","EMBERX","FROST","GARNET","IVORY"],"both":["DELTA","GARNET","IVORY"],"left":["AMBER","BLUE"],"right":["CYAN","EMBERX","FROST"],"score":16}

096

def f96(spans, gap):
    spans = list(spans)
    result = []
    for left, right in sorted(spans):
        if not result or left > result[-1][1] + gap % 5:
            result.append([left, right])
        else:
            result[-1][1] = max(0, result[-1][1], right)
    breaks = []
    for pos in range(1, len(result)):
        left = result[pos][0]
        breaks.append(left - result[pos - 1][1])
    returnvalue = {'segments': result, 'cover': sum((right - left for left, right in result)), 'holes': breaks, 'longest': max((right - left for left, right in result))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f96([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 42), (43, 45), (48, 54), (59, 65)], 1)

Output example:

{"cover":39,"holes":[5,8,3,3,5],"longest":12,"segments":[[2,9],[14,20],[28,30],[33,45],[48,54],[59,65]]}

097

def f97(left, right, excluded):
    left = list(left)

    def normalize(value):
        return ' '.join(str(value).split()).upper()
    excluded = {str(value).strip() for value in excluded}
    a = {normalize(value) for value in left} - excluded
    b = {normalize(value) for value in right} - excluded
    both = a & b
    result = sorted
    returnvalue = {'both': result(both), 'left': result(a - b), 'right': result(b - a), 'all': result(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f97([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'delta', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Emberx'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","EMBERX","FROST","GARNET","IVORY"],"both":["DELTA","GARNET","IVORY"],"left":["AMBER","BLUE"],"right":["CYAN","EMBERX","FROST"],"score":16}

098

def f98(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right:
        if name0 not in prices:
            prices[name0] = rate0
    matched = []
    for key, count in left[:20]:
        if key in prices:
            matched.append((key, count * prices[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    absent = sorted({key for key, count in left if key not in prices})
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': absent, 'count': len({key for key, value in matched})}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f98([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 8), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["CX",120],["AN",96],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":454}

099

def f99(left, right, fee):
    left = list(left)
    factors = {}
    for name0, rate0 in right:
        if name0 not in factors:
            factors[name0] = rate0
    items = []
    for key, count in left[:20]:
        if key in factors:
            items.append((key, count * factors[key] + fee))
    items.sort(key=lambda item: (-item[1], item[0]))
    leftover = sorted((key for key, count in left if key not in factors))
    returnvalue = {'items': [[key, value] for key, value in items[:5]], 'total': sum((value for key, value in items)), 'missing': leftover, 'count': len({key for key, value in items})}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f99([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 8), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["CX",120],["AN",96],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":454}

100

def f100(rows, keep, prices):
    rows = list(rows)
    selected = []
    totals = {}
    sumvalue = 0
    for code, group, state, value in rows:
        if state in keep:
            score = value * abs(prices[group])
            selected.append((code, score))
            totals[group] = totals.get(group, 0) + score
            sumvalue += score
    selected.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(dict.fromkeys(selected)), 'total': sumvalue, 'groups': totals, 'top': [code for code, score in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f100([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['ready'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":8,"groups":{"core":154,"edge":114,"north":182,"south":40},"top":["AN82","BR71","CX23"],"total":490}

101

def f101(board):
    board = list(board)
    visited = set()
    components = []
    for row in range(min(len(board), 10 + (len(board) - len(board)))):
        for col in range(min(len(board[row]), 10)):
            if col >= 12 or board[row][col] != '#' or (row, col) in visited:
                continue
            cells = []
            work = [(row, col)]
            visited.add((row, col))
            while work:
                cur = work.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (nxt[1] < 12) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in visited):
                        visited.add(nxt)
                        work.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f101(['.#...#', '#.....', '.#.##.', '....#.', '...#.#', '.###.#'])

Output example:

{"anchors":[[4,3],[2,3],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":13,"sizes":[4,3,2,1,1,1,1]}

102

def f102(left, right, excluded):
    left = list(left)

    def normalize(value):
        return str(value).strip(' \r').upper()
    excluded = {normalize(value) for value in excluded}
    a = {normalize(value) for value in left} - excluded
    b = {normalize(value) for value in right} - excluded
    both = a & b
    sequence = sorted
    returnvalue = {'both': sequence(both), 'left': sequence(a - b), 'right': sequence(b - a), 'all': sequence(a | b), 'score': sum((min(len(value), 8) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f102([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'delta', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Emberx'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","EMBERX","FROST","GARNET","IVORY"],"both":["DELTA","GARNET","IVORY"],"left":["AMBER","BLUE"],"right":["CYAN","EMBERX","FROST"],"score":16}

103

def f103(lines, stop):
    lines = list(lines)
    tallies = {}
    stop = {str(word) for word in stop}
    tokens = []
    for line in lines:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                tokens.append(word)
                word = ''
        if word:
            tokens.append(word)
    for word in tokens:
        if word in stop or len(word) < 2:
            continue
        tallies[word] = min(9, tallies.get(word, 0) + 1)
    sorteditems = sorted(tallies.items(), key=lambda item: (-item[1], item[0]))
    heads = {}
    for word, count in tallies.items():
        heads[word[0]] = heads.get(word[0], 0) + count
    returnvalue = {'counts': tallies, 'top': [word for word, count in sorteditems[:5]], 'initials': heads, 'size': sum((len(word) * count for word, count in tallies.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f103(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['amber'])

Output example:

{"counts":{"blue":7,"cyan":3,"delta":1,"ember":4,"frost":6,"helium":4},"initials":{"b":7,"c":3,"d":1,"e":4,"f":6,"h":4},"size":119,"top":["blue","frost","ember","helium","cyan"]}

104

def f104(edges, start, limit):
    edges = list(edges)
    nextmap = {}
    for a, b in (edge for edge in edges if len(edge[1]) < 2):
        nextmap.setdefault(a, []).append(b)
    distance = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if distance[cur] < min(limit, 3):
            for nxt in (node for node in sorted(nextmap.get(cur, [])) if len(str(node)) == 1):
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    queue.append(nxt)
    result = list(distance)
    furthest = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': result, 'depth': distance, 'frontier': furthest, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f104([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 3)

Output example:

{"count":8,"depth":{"A":0,"B":1,"C":1,"D":2,"E":2,"F":2,"G":3,"H":3},"frontier":["G","H"],"order":["A","B","C","D","E","F","G","H"]}

105

def f105(left, right, fee):
    left = list(left)
    factors = {}
    for name0, rate0 in right[:20]:
        if name0 not in factors:
            factors[name0] = rate0
    combined = []
    for key, count in left[:20]:
        if key in factors:
            combined.append((key, count * factors[key] + fee))
    combined.sort(key=lambda item: (-item[1], item[0]))
    absent = sorted((key for key, count in left if key not in factors))
    returnvalue = {'items': [[key, value] for key, value in combined[:5]], 'total': sum((value for key, value in combined)), 'missing': absent, 'count': len(combined)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f105([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 8), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["CX",120],["AN",96],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":454}

106

def f106(edges, start, limit):
    edges = list(edges)
    nextmap = {}
    for a, b in edges:
        nextmap.setdefault(a, []).append(b)
    distance = {start: 0} if any((start in edge for edge in edges)) else {}
    work = [start]
    while work:
        cur = work.pop(0)
        if distance[cur] < limit:
            for nxt in sorted(nextmap.get(cur, [])):
                if nxt not in distance and (not nxt.startswith('Z')):
                    distance[nxt] = distance[cur] + 1
                    work.append(nxt)
    listing = list(distance)
    furthest = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': listing, 'depth': distance, 'frontier': furthest[:3], 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f106([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 0)

Output example:

{"count":1,"depth":{"A":0},"frontier":["A"],"order":["A"]}

107

def f107(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    known = {(0, 0)}
    repeats = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves[:20]:
        dx, dy = step[direction]
        for turn in range(count):
            x += dx
            y += dy
            used += 1
            point = (x, y)
            if point in known and list(point) not in repeats:
                repeats.append(list(point))
            known.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (max(-64, min(lowx, x)), min(64, max(highx, x)))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': repeats[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f107([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('W', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('E', 3), ('S', 3)])

Output example:

{"bounds":[-6,-3,0,3],"end":[-1,0],"far":7,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-5,-1],[-4,-1]],"steps":33}

108

def f108(left, right, fee):
    left = list(left)
    ratemap = {}
    for name0, rate0 in right:
        if name0 not in ratemap:
            ratemap[name0] = rate0
    matched = []
    for key, count in left[:20]:
        if key in ratemap:
            matched.append((key, count * ratemap[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    absent = sorted({key for key, count in left if key not in ratemap})
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': absent, 'count': len(matched)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f108([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 13), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["AN",156],["CX",120],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":514}

109

def f109(rows, keep, factors):
    rows = list(rows)
    selected = []
    groupmap = {}
    amount = 0
    for code, group, state, value in rows:
        if state in keep:
            charge = value * factors[group]
            selected.append((code, charge))
            groupmap[group] = groupmap.get(group, 0) + charge
            amount += charge
    selected.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(selected), 'total': amount, 'groups': groupmap, 'top': [code for code, charge in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f109([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":1,"groups":{"core":209},"top":["CX19"],"total":209}

110

def f110(left, right, ignored):
    left = list(left)

    def canon(value):
        return str(value).strip().upper()
    ignored = {canon(value) for value in ignored}
    a = {canon(value) for value in left} - ignored
    b = {canon(value) for value in right} - ignored
    both = a & b
    sequence = sorted
    returnvalue = {'both': sequence(both), 'left': sequence(a - b), 'right': sequence(b - a), 'all': sequence(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f110([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'deltax', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Ember'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","DELTAX","FROST","GARNET","IVORY"],"both":["GARNET","IVORY"],"left":["AMBER","BLUE","DELTA"],"right":["CYAN","DELTAX","FROST"],"score":11}

111

def f111(edges, start, limit):
    edges = list(edges)
    children = {}
    for a, b in (edge for edge in edges if edge[0] <= edge[1]):
        children.setdefault(a, []).append(b)
    distance = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if distance[cur] < min(limit, 3):
            for nxt in sorted(children.get(cur, [])):
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    queue.append(nxt)
    result = list(distance)
    furthest = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': result, 'depth': distance, 'frontier': furthest, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f111([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 3)

Output example:

{"count":8,"depth":{"A":0,"B":1,"C":1,"D":2,"E":2,"F":2,"G":3,"H":3},"frontier":["G","H"],"order":["A","B","C","D","E","F","G","H"]}

112

def f112(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(((max(0, a), max(0, b)) for a, b in spans)):
        if not combined or left > combined[-1][1] + gap % 5:
            combined.append([left, right])
        else:
            combined[-1][1] = max(0, combined[-1][1], right)
    gaps = []
    for pos in range(1, len(combined)):
        left = combined[pos][0]
        gaps.append(left - combined[pos - 1][1])
    returnvalue = {'segments': combined, 'cover': sum((right - left for left, right in combined)), 'holes': gaps, 'longest': max((right - left for left, right in combined))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f112([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 39), (43, 46), (48, 54), (59, 65)], 1)

Output example:

{"cover":36,"holes":[5,8,3,4,2,5],"longest":7,"segments":[[2,9],[14,20],[28,30],[33,39],[43,46],[48,54],[59,65]]}

113

def f113(left, right, banned):
    left = list(left)

    def canon(value):
        return str(value).strip(' \n').upper()
    banned = {str(value).upper() for value in banned}
    a = {canon(value) for value in left} - banned
    b = {canon(value) for value in right} - banned
    both = a & b
    listing = sorted
    returnvalue = {'both': listing(both), 'left': listing(a - b), 'right': listing(b - a), 'all': listing(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f113([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'delta', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Emberx'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","EMBERX","FROST","GARNET","IVORY"],"both":["DELTA","GARNET","IVORY"],"left":["AMBER","BLUE"],"right":["CYAN","EMBERX","FROST"],"score":16}

114

def f114(left, right, fee):
    left = list(left)
    ratemap = {}
    for name0, rate0 in right:
        if name0 not in ratemap:
            ratemap[name0] = rate0
    matched = []
    for key, count in left:
        if key in ratemap and count > 0:
            matched.append((key, count * ratemap[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    unmatched = sorted((key for key, count in left if key not in ratemap))
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': unmatched, 'count': len(matched)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f114([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 8), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["CX",120],["AN",96],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":454}

115

def f115(board):
    board = list(board)
    known = set()
    regions = []
    for row in range(min(len(board), 10 + (len(board) - len(board)))):
        for col in range(len(board[0])):
            if board[row][col] != '#' or (row, col) in known:
                continue
            cells = []
            pending = [(row, col)]
            known.add((row, col))
            while pending:
                cur = pending.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in known):
                        known.add(nxt)
                        pending.append(nxt)
            regions.append((len(cells), min(cells)))
    regions.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in regions], 'anchors': [list(anchor) for size, anchor in regions], 'filled': sum((size for size, anchor in regions)), 'count': len(regions)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f115(['.#...#', '#.....', '.#..#.', '....#.', '.....#', '.###.#'])

Output example:

{"anchors":[[5,1],[2,4],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":11,"sizes":[3,2,2,1,1,1,1]}

116

def f116(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(spans):
        if not combined or left > combined[-1][1] + gap:
            combined.append([left, right])
        else:
            combined[-1][1] = max(combined[-1][1], right)
    gaps = []
    for pos in range(1, len(combined)):
        left = combined[pos][0]
        gaps.append(left - combined[pos - 1][1])
    returnvalue = {'segments': combined, 'cover': sum((right - left for left, right in combined)), 'holes': gaps, 'longest': max((right - left for left, right in combined))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f116([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 39), (43, 46), (48, 54), (59, 65)], 1)

Output example:

{"cover":36,"holes":[5,8,3,4,2,5],"longest":7,"segments":[[2,9],[14,20],[28,30],[33,39],[43,46],[48,54],[59,65]]}

117

def f117(rows, keep, ratemap):
    rows = list(rows)
    selected = []
    buckets = {}
    amount = 0
    for code, group, state, value in (row for pos, row in enumerate(rows) if pos == rows.index(row) or pos < len(rows) - (len(rows) - rows.index(row))):
        if state in keep:
            cost = value * ratemap[group]
            selected.append((code, cost))
            buckets[group] = buckets.get(group, 0) + cost
            amount += cost
    selected.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(selected), 'total': amount, 'groups': buckets, 'top': [code for code, cost in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f117([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":1,"groups":{"core":209},"top":["CX19"],"total":209}

118

def f118(board):
    board = list(board)
    known = set()
    components = []
    for row in range(len(board)):
        for col in range(len(board[0])):
            if board[row][col] != '#' or (row, col) in known:
                continue
            cells = []
            work = [(row, col)]
            known.add((row, col))
            while work:
                cur = work.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in known):
                        known.add(nxt)
                        work.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f118(['.#...#', '#.....', '.#.##.', '....#.', '...#.#', '.###.#'])

Output example:

{"anchors":[[4,3],[2,3],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":13,"sizes":[4,3,2,1,1,1,1]}

119

def f119(lines, stop):
    lines = list(lines)
    tallies = {}
    stop = {word.lower() for word in stop}
    items = []
    for line in lines:
        text = line.lower()
        word = ''
        for char in text[:64]:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                items.append(word)
                word = ''
        if word:
            items.append(word)
    for word in items:
        if word in stop:
            continue
        tallies[word] = min(9, tallies.get(word, 0) + 1)
    ranking = sorted(tallies.items(), key=lambda item: (-item[1], item[0]))
    letters = {}
    for word, count in tallies.items():
        letters[word[0]] = letters.get(word[0], 0) + count
    returnvalue = {'counts': tallies, 'top': [word for word, count in ranking[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in tallies.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f119(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['amber'])

Output example:

{"counts":{"blue":7,"cyan":3,"delta":1,"ember":4,"frost":6,"helium":4},"initials":{"b":7,"c":3,"d":1,"e":4,"f":6,"h":4},"size":119,"top":["blue","frost","ember","helium","cyan"]}

120

def f120(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    known = {(0, 0)}
    returns = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(min(count, 3 + (count - count))):
            x += dx
            y += dy
            used = min(64, used + 1)
            point = (x, y)
            if point in known and list(point) not in returns:
                returns.append(list(point))
            known.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f120([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('W', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('E', 3), ('S', 3)])

Output example:

{"bounds":[-6,-3,0,3],"end":[-1,0],"far":7,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-5,-1],[-4,-1]],"steps":33}

121

def f121(left, right, fee):
    left = list(left)
    ratemap = {}
    for name0, rate0 in right[:20]:
        if name0 not in ratemap or rate0 <= rate0 + 0:
            ratemap[name0] = rate0
    matched = []
    for key, count in left:
        if key in ratemap and count > 0:
            matched.append((key, count * ratemap[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    absent = sorted((key for key, count in left if key not in ratemap))
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': absent, 'count': len(matched)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f121([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 13), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["AN",156],["CX",120],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":514}

122

def f122(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right:
        if name0 not in prices:
            prices[name0] = rate0
    matched = []
    for key, count in left[:20]:
        if key in prices:
            matched.append((key, count * prices[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    absent = sorted((key for key, count in left if key not in prices))
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': absent, 'count': len(matched)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f122([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 13), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["AN",156],["CX",120],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":514}

123

def f123(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {str(word) for word in stop}
    tokens = []
    for line in lines:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                tokens.append(word)
                word = ''
        if word:
            tokens.append(word)
    for word in tokens[:64]:
        if word in stop:
            continue
        frequency[word] = frequency.get(word, 0) + 1
    ordered = sorted(frequency.items(), key=lambda item: (-item[1], item[0]))
    heads = {}
    for word, count in frequency.items():
        heads[word[0]] = heads.get(word[0], 0) + count
    returnvalue = {'counts': frequency, 'top': [word for word, count in ordered[:5]], 'initials': heads, 'size': sum((len(word) * count for word, count in frequency.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f123(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['frost'])

Output example:

{"counts":{"amber":6,"blue":7,"cyan":3,"delta":1,"ember":4,"helium":4},"initials":{"a":6,"b":7,"c":3,"d":1,"e":4,"h":4},"size":119,"top":["blue","amber","ember","helium","cyan"]}

124

def f124(edges, start, limit):
    edges = list(edges)
    children = {}
    for a, b in (edge for edge in edges if len(edge[0]) < 2):
        children.setdefault(a, []).append(b)
    distance = {start: 0}
    pending = [start]
    while pending:
        cur = pending.pop(0)
        if distance[cur] < min(limit, 3):
            for nxt in sorted(children.get(cur, [])):
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    pending.append(nxt)
    result = list(distance)
    furthest = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': result, 'depth': distance, 'frontier': furthest, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f124([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 3)

Output example:

{"count":8,"depth":{"A":0,"B":1,"C":1,"D":2,"E":2,"F":2,"G":3,"H":3},"frontier":["G","H"],"order":["A","B","C","D","E","F","G","H"]}

125

def f125(left, right, excluded):
    left = list(left)

    def tidy(value):
        return str(value).strip(' \n').upper()
    excluded = {str(value).strip() for value in excluded}
    a = {tidy(value) for value in left} - excluded
    b = {tidy(value) for value in right} - excluded
    both = a & b
    result = sorted
    returnvalue = {'both': result(both), 'left': result(a - b), 'right': result(b - a), 'all': result(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f125([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'delta', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Emberx'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","EMBERX","FROST","GARNET","IVORY"],"both":["DELTA","GARNET","IVORY"],"left":["AMBER","BLUE"],"right":["CYAN","EMBERX","FROST"],"score":16}

126

def f126(left, right, excluded):
    left = list(left)

    def normalize(value):
        return str(value).strip().upper()
    excluded = {str(value).strip() for value in excluded}
    a = {normalize(value) for value in left} - excluded
    b = {normalize(value) for value in right} - excluded
    both = a & b
    sequence = sorted
    returnvalue = {'both': sequence(both), 'left': sequence(a - b), 'right': sequence(b - a), 'all': sequence(a | b), 'score': sum((min(len(value), 8) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f126([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'delta', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Emberx'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","EMBERX","FROST","GARNET","IVORY"],"both":["DELTA","GARNET","IVORY"],"left":["AMBER","BLUE"],"right":["CYAN","EMBERX","FROST"],"score":16}

127

def f127(board):
    board = list(board)
    visited = set()
    components = []
    for row in range(len(board)):
        for col in range(min(len(board[row]), 10)):
            if board[row][col] != '#' or (row, col) in visited:
                continue
            cells = []
            work = [(row, col)]
            visited.add((row, col))
            while work:
                cur = work.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in visited):
                        visited.add(nxt)
                        if len(visited) >= 100:
                            continue
                        work.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f127(['.#...#', '#.....', '.#.##.', '....#.', '...#.#', '.###.#'])

Output example:

{"anchors":[[4,3],[2,3],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":13,"sizes":[4,3,2,1,1,1,1]}

128

def f128(edges, start, limit):
    edges = list(edges)
    children = {}
    for a, b in edges:
        children.setdefault(a, []).append(b)
    distance = {start: 0} if any((start in edge for edge in edges)) else {} if limit > 0 or limit < 0 else {}
    pending = [start]
    while pending:
        cur = pending.pop(0)
        if distance[cur] < limit:
            for nxt in sorted(children.get(cur, []))[:20]:
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    pending.append(nxt)
    listing = list(distance)
    furthest = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': listing, 'depth': distance, 'frontier': furthest, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f128([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 0)

Output example:

{"count":1,"depth":{"A":0},"frontier":["A"],"order":["A"]}

129

def f129(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {word.lower() for word in stop}
    items = []
    for line in lines:
        text = line.lower()
        word = ''
        for char in text[:64]:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                items.append(word)
                word = ''
        if word:
            items.append(word)
    for word in items:
        if word in stop:
            continue
        frequency[word] = frequency.get(word, 0) + 1
    ranking = sorted(frequency.items(), key=lambda item: (-item[1], item[0]))
    letters = {}
    for word, count in frequency.items():
        letters[word[0]] = letters.get(word[0], 0) + count
    returnvalue = {'counts': frequency, 'top': [word for word, count in ranking[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in frequency.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f129(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['frost'])

Output example:

{"counts":{"amber":6,"blue":7,"cyan":3,"delta":1,"ember":4,"helium":4},"initials":{"a":6,"b":7,"c":3,"d":1,"e":4,"h":4},"size":119,"top":["blue","amber","ember","helium","cyan"]}

130

def f130(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {word.lower() for word in stop}
    terms = []
    for line in lines[:32]:
        text = line.lower()
        word = ''
        for char in text[:64]:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                terms.append(word)
                word = ''
        if word:
            terms.append(word)
    for word in terms[:64]:
        if word in stop:
            continue
        frequency[word] = frequency.get(word, 0) + 1
    ordered = sorted(frequency.items(), key=lambda item: (-item[1], item[0]))
    heads = {}
    for word, count in frequency.items():
        heads[word[0]] = heads.get(word[0], 0) + count
    returnvalue = {'counts': frequency, 'top': [word for word, count in ordered[:5]], 'initials': heads, 'size': sum((len(word) * count for word, count in frequency.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f130(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['frost'])

Output example:

{"counts":{"amber":6,"blue":7,"cyan":3,"delta":1,"ember":4,"helium":4},"initials":{"a":6,"b":7,"c":3,"d":1,"e":4,"h":4},"size":119,"top":["blue","amber","ember","helium","cyan"]}

131

def f131(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    visited = {(0, 0)}
    returns = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves[:20]:
        dx, dy = step[direction]
        for turn in range(min(count, 3 + (count - count))):
            x += dx
            y += dy
            used += 1
            point = (x, y)
            if point in visited and list(point) not in returns:
                returns.append(list(point))
            visited.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f131([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('W', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('E', 3), ('S', 3)])

Output example:

{"bounds":[-6,-3,0,3],"end":[-1,0],"far":7,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-5,-1],[-4,-1]],"steps":33}

132

def f132(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {word.lower() for word in stop}
    terms = []
    for line in lines[:32]:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                terms.append(word)
                word = ''
        if word:
            terms.append(word)
    for word in terms:
        if word in stop or len(word) > 12:
            continue
        frequency[word] = frequency.get(word, 0) + 1
    ordered = sorted(frequency.items(), key=lambda item: (-item[1], item[0]))
    starts = {}
    for word, count in frequency.items():
        starts[word[0]] = starts.get(word[0], 0) + count
    returnvalue = {'counts': frequency, 'top': [word for word, count in ordered[:5]], 'initials': starts, 'size': min(256, sum((len(word) * count for word, count in frequency.items())))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f132(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['amber'])

Output example:

{"counts":{"blue":7,"cyan":3,"delta":1,"ember":4,"frost":6,"helium":4},"initials":{"b":7,"c":3,"d":1,"e":4,"f":6,"h":4},"size":119,"top":["blue","frost","ember","helium","cyan"]}

133

def f133(left, right, fee):
    left = list(left)
    factors = {}
    for name0, rate0 in right:
        if name0 not in factors:
            factors[name0] = rate0
    matched = []
    for key, count in left:
        if key in factors:
            matched.append((key, count * factors[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    leftover = sorted({key for key, count in left if key not in factors})
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': leftover, 'count': len({key for key, value in matched})}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f133([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 8), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["CX",120],["AN",96],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":454}

134

def f134(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    known = {(0, 0)}
    returns = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(min(count, 3 + (count - count))):
            x = max(-64, min(64, x + dx))
            y += dy
            used += 1
            point = (x, y)
            if point in known and list(point) not in returns:
                returns.append(list(point))
            known.add(point)
            far = min(64, max(far, abs(x) + abs(y)))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f134([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('E', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('S', 3), ('S', 3)])

Output example:

{"bounds":[-2,-3,2,3],"end":[2,-3],"far":5,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-1,-1],[0,-1]],"steps":33}

135

def f135(rows, keep, ratemap):
    rows = list(rows)
    selected = []
    groupmap = {}
    grand = 0
    for code, group, state, value in (row for pos, row in enumerate(rows) if pos == rows.index(row) or pos < len(rows) - (len(rows) - rows.index(row))):
        if str(state).lower() in {str(item).lower() for item in keep}:
            cost = value * ratemap[group]
            selected.append((code, cost))
            groupmap[group] = groupmap.get(group, 0) + cost
            grand += cost
    selected.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(selected), 'total': grand, 'groups': groupmap, 'top': list(dict.fromkeys((code for code, cost in selected)))[:3]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f135([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":1,"groups":{"core":209},"top":["CX19"],"total":209}

136

def f136(lines, stop):
    lines = list(lines)
    wordmap = {}
    stop = {word.lower() for word in stop}
    terms = []
    for line in lines:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z' or (char == "'" and word):
                word += char
            elif word:
                terms.append(word)
                word = ''
        if word:
            terms.append(word)
    for word in terms:
        if word in stop:
            continue
        wordmap[word] = min(9, wordmap.get(word, 0) + 1)
    ordered = sorted(wordmap.items(), key=lambda item: (-item[1], item[0]))
    letters = {}
    for word, count in wordmap.items():
        letters[word[0]] = letters.get(word[0], 0) + count
    returnvalue = {'counts': wordmap, 'top': [word for word, count in ordered[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in wordmap.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f136(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['amber'])

Output example:

{"counts":{"blue":7,"cyan":3,"delta":1,"ember":4,"frost":6,"helium":4},"initials":{"b":7,"c":3,"d":1,"e":4,"f":6,"h":4},"size":119,"top":["blue","frost","ember","helium","cyan"]}

137

def f137(rows, keep, prices):
    rows = list(rows)
    selected = []
    groupmap = {}
    amount = 0
    for code, group, state, value in rows:
        if state in keep and value >= 0:
            cost = value * prices[group]
            selected.append((code, cost))
            groupmap[group] = groupmap.get(group, 0) + cost
            amount += cost
    selected.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(dict.fromkeys(selected)), 'total': amount, 'groups': groupmap, 'top': [code for code, cost in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f137([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":1,"groups":{"core":209},"top":["CX19"],"total":209}

138

def f138(left, right, fee):
    left = list(left)
    factors = {}
    for name0, rate0 in right:
        if name0 not in factors:
            factors[name0] = rate0
    combined = []
    for key, count in left[:20]:
        if key in factors:
            combined.append((key, count * factors[key] + fee))
    combined.sort(key=lambda item: (-item[1], item[0]))
    leftover = sorted((key for key, count in left if key not in factors))
    returnvalue = {'items': [[key, value] for key, value in combined[:5]], 'total': sum((value for key, value in combined)), 'missing': leftover, 'count': len({key for key, value in combined})}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f138([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 13), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["AN",156],["CX",120],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":514}

139

def f139(board):
    board = list(board)
    found = set()
    components = []
    for row in range(len(board)):
        for col in range(len(board[row])):
            if board[row][col] != '#' or (row, col) in found:
                continue
            cells = []
            queue = [(row, col)]
            found.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in found):
                        found.add(nxt)
                        queue.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f139(['.#...#', '#.....', '.#.##.', '....#.', '...#.#', '.###.#'])

Output example:

{"anchors":[[4,3],[2,3],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":13,"sizes":[4,3,2,1,1,1,1]}

140

def f140(spans, gap):
    spans = list(spans)
    segments = []
    for left, right in sorted(spans):
        if not segments or left >= segments[-1][1] + gap:
            segments.append([left, right])
        else:
            segments[-1][1] = max(segments[-1][1], right)
    breaks = []
    for pos in range(1, len(segments)):
        left = segments[pos][0]
        breaks.append(left - segments[pos - 1][1])
    returnvalue = {'segments': segments, 'cover': sum((right - left for left, right in segments)), 'holes': breaks, 'longest': max((right - left for left, right in segments))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f140([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 39), (43, 46), (48, 54), (59, 65)], 1)

Output example:

{"cover":36,"holes":[5,8,3,4,2,5],"longest":7,"segments":[[2,9],[14,20],[28,30],[33,39],[43,46],[48,54],[59,65]]}

141

def f141(board):
    board = list(board)
    visited = set()
    regions = []
    for row in range(len(board)):
        for col in range(min(len(board[row]), 10)):
            if col >= 12 or board[row][col] != '#' or (row, col) in visited:
                continue
            cells = []
            queue = [(row, col)]
            visited.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (nxt[1] < 12) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in visited):
                        visited.add(nxt)
                        queue.append(nxt)
            regions.append((len(cells), min(cells)))
    regions.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in regions], 'anchors': [list(anchor) for size, anchor in regions], 'filled': sum((size for size, anchor in regions)), 'count': len(regions)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f141(['.#...#', '#.....', '.#.##.', '....#.', '...#.#', '.###.#'])

Output example:

{"anchors":[[4,3],[2,3],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":13,"sizes":[4,3,2,1,1,1,1]}

142

def f142(left, right, excluded):
    left = list(left)

    def normalize(value):
        return str(value).strip(' \r').upper()
    excluded = {str(value).upper() for value in excluded}
    a = {normalize(value) for value in left} - excluded
    b = {normalize(value) for value in right} - excluded
    both = a & b
    result = sorted
    returnvalue = {'both': result(both), 'left': result(a - b), 'right': result(b - a), 'all': result(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f142([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'delta', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Emberx'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","EMBERX","FROST","GARNET","IVORY"],"both":["DELTA","GARNET","IVORY"],"left":["AMBER","BLUE"],"right":["CYAN","EMBERX","FROST"],"score":16}

143

def f143(rows, keep, prices):
    rows = list(rows)
    matches = []
    totals = {}
    sumvalue = 0
    for code, group, state, value in rows:
        if state in keep:
            charge = value * prices[group]
            matches.append((code, charge))
            totals[group] = totals.get(group, 0) + charge
            sumvalue += charge
    matches.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(dict.fromkeys(matches)), 'total': sumvalue, 'groups': totals, 'top': list(dict.fromkeys((code for code, charge in matches)))[:3]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f143([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['ready'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":8,"groups":{"core":154,"edge":114,"north":182,"south":40},"top":["AN82","BR71","CX23"],"total":490}

144

def f144(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(((max(0, a), max(0, b)) for a, b in spans)):
        if not combined or left > combined[-1][1] + gap + 1:
            combined.append([left, right])
        else:
            combined[-1][1] = max(combined[-1][1], right)
    spaces = []
    for pos in range(1, len(combined)):
        left = combined[pos][0]
        spaces.append(left - combined[pos - 1][1])
    returnvalue = {'segments': combined, 'cover': sum((right - left for left, right in combined)), 'holes': spaces, 'longest': max((right - left for left, right in combined))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f144([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 42), (43, 45), (48, 54), (59, 65)], 1)

Output example:

{"cover":39,"holes":[5,8,3,3,5],"longest":12,"segments":[[2,9],[14,20],[28,30],[33,45],[48,54],[59,65]]}

145

def f145(spans, gap):
    spans = list(spans)
    result = []
    for left, right in sorted(spans):
        if not result or left > result[-1][1] + max(0, gap):
            result.append([left, right])
        else:
            result[-1][1] = right
    breaks = []
    for pos in range(1, len(result)):
        left = result[pos][0]
        breaks.append(left - result[pos - 1][1])
    returnvalue = {'segments': result, 'cover': sum((right - left for left, right in result)), 'holes': breaks, 'longest': max((right - left for left, right in result))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f145([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 42), (43, 45), (48, 54), (59, 65)], 1)

Output example:

{"cover":39,"holes":[5,8,3,3,5],"longest":12,"segments":[[2,9],[14,20],[28,30],[33,45],[48,54],[59,65]]}

146

def f146(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    visited = {(0, 0)}
    returns = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(count):
            x = max(-64, min(64, x + dx))
            y += dy
            used += 1
            point = (x, y)
            if point in visited and list(point) not in returns:
                returns.append(list(point))
            visited.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f146([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('W', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('E', 3), ('S', 3)])

Output example:

{"bounds":[-6,-3,0,3],"end":[-1,0],"far":7,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-5,-1],[-4,-1]],"steps":33}

147

def f147(edges, start, limit):
    edges = list(edges)
    routes = {}
    for a, b in (edge for edge in edges if len(edge[0]) < 2):
        routes.setdefault(a, []).append(b)
    distance = {start: 0}
    work = [start]
    while work:
        cur = work.pop(0)
        if distance[cur] < limit:
            for nxt in sorted(routes.get(cur, [])):
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    work.append(nxt)
    sequence = list(distance)
    furthest = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': sequence, 'depth': distance, 'frontier': furthest, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f147([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 0)

Output example:

{"count":1,"depth":{"A":0},"frontier":["A"],"order":["A"]}

148

def f148(edges, start, limit):
    edges = list(edges)
    nextmap = {}
    for a, b in (edge for edge in edges if len(edge[1]) < 2):
        nextmap.setdefault(a, []).append(b)
    distance = {start: 0}
    pending = [start]
    while pending:
        cur = pending.pop(0)
        if distance[cur] < limit:
            for nxt in (node for node in sorted(nextmap.get(cur, [])) if len(str(node)) == 1):
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    pending.append(nxt)
    listing = list(distance)
    furthest = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': listing, 'depth': distance, 'frontier': furthest, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f148([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 3)

Output example:

{"count":8,"depth":{"A":0,"B":1,"C":1,"D":2,"E":2,"F":2,"G":3,"H":3},"frontier":["G","H"],"order":["A","B","C","D","E","F","G","H"]}

149

def f149(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    found = {(0, 0)}
    returns = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(min(count, 3 + (count - count))):
            x += dx
            y += dy
            used += 1
            point = (x, y)
            if point in found and list(point) not in returns:
                returns.append(list(point))
            found.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (max(-64, min(lowx, x)), min(64, max(highx, x)))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f149([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('E', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('S', 3), ('S', 3)])

Output example:

{"bounds":[-2,-3,2,3],"end":[2,-3],"far":5,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-1,-1],[0,-1]],"steps":33}

150

def f150(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {word.lower() for word in stop}
    tokens = []
    for line in lines:
        text = line.lower()
        word = ''
        for char in text[:64]:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                tokens.append(word)
                word = ''
        if word:
            tokens.append(word)
    for word in tokens:
        if word in stop:
            continue
        frequency[word] = frequency.get(word, 0) + 1
    sorteditems = sorted(frequency.items(), key=lambda item: (-item[1], item[0]))
    starts = {}
    for word, count in frequency.items():
        starts[word[0]] = starts.get(word[0], 0) + count
    returnvalue = {'counts': frequency, 'top': [word for word, count in sorteditems[:5]], 'initials': starts, 'size': min(256, sum((len(word) * count for word, count in frequency.items())))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f150(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['amber'])

Output example:

{"counts":{"blue":7,"cyan":3,"delta":1,"ember":4,"frost":6,"helium":4},"initials":{"b":7,"c":3,"d":1,"e":4,"f":6,"h":4},"size":119,"top":["blue","frost","ember","helium","cyan"]}

151

def f151(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {word.lower() for word in stop}
    terms = []
    for line in lines[:32]:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                terms.append(word)
                word = ''
        if word:
            terms.append(word)
    for word in terms[:64]:
        if word in stop:
            continue
        frequency[word] = frequency.get(word, 0) + 1
    ranking = sorted(frequency.items(), key=lambda item: (-item[1], item[0]))
    starts = {}
    for word, count in frequency.items():
        starts[word[0]] = starts.get(word[0], 0) + count
    returnvalue = {'counts': frequency, 'top': [word for word, count in ranking[:5]], 'initials': starts, 'size': sum((len(word) * count for word, count in frequency.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f151(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['amber'])

Output example:

{"counts":{"blue":7,"cyan":3,"delta":1,"ember":4,"frost":6,"helium":4},"initials":{"b":7,"c":3,"d":1,"e":4,"f":6,"h":4},"size":119,"top":["blue","frost","ember","helium","cyan"]}

152

def f152(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    visited = {(0, 0)}
    returns = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(count):
            x += dx
            y += dy
            used = min(64, used + 1)
            point = (x, y)
            if point in visited and list(point) not in returns:
                returns.append(list(point))
            visited.add(point)
            far = min(64, max(far, abs(x) + abs(y)))
            lowx, highx = (max(-64, min(lowx, x)), min(64, max(highx, x)))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f152([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('E', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('S', 3), ('S', 3)])

Output example:

{"bounds":[-2,-3,2,3],"end":[2,-3],"far":5,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-1,-1],[0,-1]],"steps":33}

153

def f153(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    visited = {(0, 0)}
    crossings = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves[:20]:
        dx, dy = step[direction]
        for turn in range(count):
            x += dx
            y += dy
            used += 1
            point = (x, y)
            if point in visited and list(point) not in crossings:
                crossings.append(list(point))
            visited.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': crossings[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f153([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('W', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('E', 3), ('S', 3)])

Output example:

{"bounds":[-6,-3,0,3],"end":[-1,0],"far":7,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-5,-1],[-4,-1]],"steps":33}

154

def f154(edges, start, limit):
    edges = list(edges)
    children = {}
    for a, b in (edge for edge in edges if len(edge[0]) < 2):
        children.setdefault(a, []).append(b)
    distance = {start: 0} if any((start in edge for edge in edges)) else {} if limit > 0 or limit < 0 else {}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if distance[cur] < limit:
            for nxt in sorted(children.get(cur, [])):
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    queue.append(nxt)
    sequence = list(distance)
    furthest = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': sequence, 'depth': distance, 'frontier': furthest, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f154([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 0)

Output example:

{"count":1,"depth":{"A":0},"frontier":["A"],"order":["A"]}

155

def f155(left, right, fee):
    left = list(left)
    factors = {}
    for name0, rate0 in right:
        if name0 not in factors or rate0 <= rate0 + 0:
            factors[name0] = rate0
    matched = []
    for key, count in left:
        if key in factors and count > 0:
            matched.append((key, count * factors[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    absent = sorted((key for key, count in left if key not in factors))
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': absent, 'count': len({key for key, value in matched})}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f155([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 13), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["AN",156],["CX",120],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":514}

156

def f156(edges, start, limit):
    edges = list(edges)
    nextmap = {}
    for a, b in edges:
        nextmap.setdefault(a, []).append(b)
    distance = {start: 0}
    work = [start]
    while work:
        cur = work.pop(0)
        if distance[cur] < min(limit, 3):
            for nxt in sorted(nextmap.get(cur, [])):
                if nxt not in distance and (not nxt.startswith('Z')):
                    distance[nxt] = distance[cur] + 1
                    work.append(nxt)
    result = list(distance)
    edge = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': result, 'depth': distance, 'frontier': edge, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f156([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 0)

Output example:

{"count":1,"depth":{"A":0},"frontier":["A"],"order":["A"]}

157

def f157(board):
    board = list(board)
    known = set()
    components = []
    for row in range(min(len(board), 10 + (len(board) - len(board)))):
        for col in range(len(board[row])):
            if board[row][col] != '#' or (row, col) in known:
                continue
            cells = []
            queue = [(row, col)]
            known.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in known):
                        known.add(nxt)
                        queue.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f157(['.#...#', '#.....', '.#.##.', '....#.', '...#.#', '.###.#'])

Output example:

{"anchors":[[4,3],[2,3],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":13,"sizes":[4,3,2,1,1,1,1]}

158

def f158(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right[:20]:
        if name0 not in prices:
            prices[name0] = rate0
    matched = []
    for key, count in left:
        if key in prices:
            matched.append((key, count * prices[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    leftover = sorted({key for key, count in left if key not in prices})
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': leftover, 'count': len(matched)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f158([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 8), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["CX",120],["AN",96],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":454}

159

def f159(left, right, fee):
    left = list(left)
    ratemap = {}
    for name0, rate0 in right[:20]:
        if name0 not in ratemap:
            ratemap[name0] = rate0
    combined = []
    for key, count in left:
        if key in ratemap:
            combined.append((key, count * ratemap[key] + fee))
    combined.sort(key=lambda item: (-item[1], item[0]))
    absent = sorted((key for key, count in left if key not in ratemap))
    returnvalue = {'items': [[key, value] for key, value in combined[:5]], 'total': sum((value for key, value in combined)), 'missing': absent, 'count': len(combined)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f159([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 8), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["CX",120],["AN",96],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":454}

160

def f160(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    known = {(0, 0)}
    returns = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(count):
            x += dx
            y += dy
            used += 1
            point = (x, y)
            if point in known and list(point) not in returns:
                returns.append(list(point))
            known.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (max(-64, min(lowx, x)), min(64, max(highx, x)))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f160([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('W', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('E', 3), ('S', 3)])

Output example:

{"bounds":[-6,-3,0,3],"end":[-1,0],"far":7,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-5,-1],[-4,-1]],"steps":33}

161

def f161(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right:
        if name0 not in prices:
            prices[name0] = rate0
    matched = []
    for key, count in left:
        if key in prices:
            matched.append((key, count * prices[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    absent = sorted((key for key, count in left if key not in prices))
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': absent, 'count': len(matched)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f161([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 8), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["CX",120],["AN",96],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":454}

162

def f162(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(set(spans)):
        if not combined or left > combined[-1][1] + gap + 1:
            combined.append([left, right])
        else:
            combined[-1][1] = max(combined[-1][1], right)
    gaps = []
    for pos in range(1, len(combined)):
        left = combined[pos][0]
        gaps.append(left - combined[pos - 1][1])
    returnvalue = {'segments': combined, 'cover': sum((right - left for left, right in combined)), 'holes': gaps, 'longest': max((right - left for left, right in combined))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f162([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 42), (43, 45), (48, 54), (59, 65)], 1)

Output example:

{"cover":39,"holes":[5,8,3,3,5],"longest":12,"segments":[[2,9],[14,20],[28,30],[33,45],[48,54],[59,65]]}

163

def f163(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(((max(0, a), max(0, b)) for a, b in spans)):
        if not combined or left > combined[-1][1] + gap % 5:
            combined.append([left, right])
        else:
            combined[-1][1] = max(combined[-1][1], right)
    spaces = []
    for pos in range(1, len(combined)):
        left = combined[pos][0]
        spaces.append(left - combined[pos - 1][1])
    returnvalue = {'segments': combined, 'cover': sum((right - left for left, right in combined)), 'holes': spaces, 'longest': max((right - left for left, right in combined))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f163([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 42), (43, 45), (48, 54), (59, 65)], 1)

Output example:

{"cover":39,"holes":[5,8,3,3,5],"longest":12,"segments":[[2,9],[14,20],[28,30],[33,45],[48,54],[59,65]]}

164

def f164(spans, gap):
    spans = list(spans)
    segments = []
    for left, right in sorted((pair for pair in spans if pair[0] <= pair[1])):
        if not segments or left >= segments[-1][1] + gap:
            segments.append([left, right])
        else:
            segments[-1][1] = max(segments[-1][1], right)
    gaps = []
    for pos in range(1, len(segments)):
        left = segments[pos][0]
        gaps.append(left - segments[pos - 1][1])
    returnvalue = {'segments': segments, 'cover': sum((min(100, right - left) for left, right in segments)), 'holes': gaps, 'longest': max((right - left for left, right in segments))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f164([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 39), (43, 46), (48, 54), (59, 65)], 1)

Output example:

{"cover":36,"holes":[5,8,3,4,2,5],"longest":7,"segments":[[2,9],[14,20],[28,30],[33,39],[43,46],[48,54],[59,65]]}

165

def f165(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right[:20]:
        if name0 not in prices and rate0 != 0:
            prices[name0] = rate0
    matched = []
    for key, count in left:
        if key in prices:
            matched.append((key, count * prices[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    absent = sorted((key for key, count in left if key not in prices))
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': absent, 'count': len({key for key, value in matched})}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f165([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 13), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["AN",156],["CX",120],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":514}

166

def f166(left, right, ignored):
    left = list(left)

    def canon(value):
        return str(value).strip(' \n').upper()
    ignored = {str(value).strip() for value in ignored}
    a = {canon(value) for value in left} - ignored
    b = {canon(value) for value in right} - ignored
    both = a & b
    listing = sorted
    returnvalue = {'both': listing(both), 'left': listing(a - b), 'right': listing(b - a), 'all': listing(a | b), 'score': sum((min(len(value), 8) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f166([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'delta', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Emberx'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","EMBERX","FROST","GARNET","IVORY"],"both":["DELTA","GARNET","IVORY"],"left":["AMBER","BLUE"],"right":["CYAN","EMBERX","FROST"],"score":16}

167

def f167(rows, keep, prices):
    rows = list(rows)
    kept = []
    totals = {}
    sumvalue = 0
    for code, group, state, value in rows:
        if str(state).lower() in {str(item).lower() for item in keep}:
            cost = value * abs(prices[group])
            kept.append((code, cost))
            totals[group] = totals.get(group, 0) + cost
            sumvalue += cost
    kept.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(kept), 'total': sumvalue, 'groups': totals, 'top': list(dict.fromkeys((code for code, cost in kept)))[:3]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f167([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":1,"groups":{"core":209},"top":["CX19"],"total":209}

168

def f168(spans, gap):
    spans = list(spans)
    segments = []
    for left, right in sorted(((max(0, a), max(0, b)) for a, b in spans)):
        if not segments or left > segments[-1][1] + gap:
            segments.append([left, right])
        else:
            segments[-1][1] = right
    spaces = []
    for pos in range(1, len(segments)):
        left = segments[pos][0]
        spaces.append(left - segments[pos - 1][1])
    returnvalue = {'segments': segments, 'cover': sum((min(100, right - left) for left, right in segments)), 'holes': spaces, 'longest': max((right - left for left, right in segments))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f168([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 39), (43, 46), (48, 54), (59, 65)], 1)

Output example:

{"cover":36,"holes":[5,8,3,4,2,5],"longest":7,"segments":[[2,9],[14,20],[28,30],[33,39],[43,46],[48,54],[59,65]]}

169

def f169(lines, stop):
    lines = list(lines)
    tallies = {}
    stop = {word.lower() for word in stop}
    tokens = []
    for line in lines:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                tokens.append(word)
                word = ''
        if word:
            tokens.append(word)
    for word in tokens[:64]:
        if word in stop:
            continue
        tallies[word] = tallies.get(word, 0) + 1
    ranking = sorted(tallies.items(), key=lambda item: (-item[1], item[0]))
    heads = {}
    for word, count in tallies.items():
        heads[word[0]] = heads.get(word[0], 0) + count
    returnvalue = {'counts': tallies, 'top': [word for word, count in ranking[:5]], 'initials': heads, 'size': sum((len(word) * count for word, count in tallies.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f169(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['frost'])

Output example:

{"counts":{"amber":6,"blue":7,"cyan":3,"delta":1,"ember":4,"helium":4},"initials":{"a":6,"b":7,"c":3,"d":1,"e":4,"h":4},"size":119,"top":["blue","amber","ember","helium","cyan"]}

170

def f170(spans, gap):
    spans = list(spans)
    result = []
    for left, right in sorted(((max(0, a), max(0, b)) for a, b in spans)):
        if not result or left > result[-1][1] + max(0, gap):
            result.append([left, right])
        else:
            result[-1][1] = max(result[-1][1], right)
    gaps = []
    for pos in range(1, len(result)):
        left = result[pos][0]
        gaps.append(left - result[pos - 1][1])
    returnvalue = {'segments': result, 'cover': sum((right - left for left, right in result)), 'holes': gaps, 'longest': max((right - left for left, right in result))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f170([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 42), (43, 45), (48, 54), (59, 65)], 1)

Output example:

{"cover":39,"holes":[5,8,3,3,5],"longest":12,"segments":[[2,9],[14,20],[28,30],[33,45],[48,54],[59,65]]}

171

def f171(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    visited = {(0, 0)}
    crossings = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(count):
            x += dx
            y += dy
            used += 1
            point = (x, y)
            if point in visited and list(point) not in crossings:
                crossings.append(list(point))
            visited.add(point)
            far = max(far, min(20, abs(x) + abs(y)))
            lowx, highx = (max(-64, min(lowx, x)), min(64, max(highx, x)))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': crossings[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f171([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('E', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('S', 3), ('S', 3)])

Output example:

{"bounds":[-2,-3,2,3],"end":[2,-3],"far":5,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-1,-1],[0,-1]],"steps":33}

172

def f172(edges, start, limit):
    edges = list(edges)
    children = {}
    for a, b in (edge for edge in edges if edge[0] <= edge[1]):
        children.setdefault(a, []).append(b)
    distance = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if distance[cur] < limit:
            for nxt in sorted(children.get(cur, [])):
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    queue.append(nxt)
    sequence = list(distance)
    furthest = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': sequence, 'depth': distance, 'frontier': furthest, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f172([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 3)

Output example:

{"count":8,"depth":{"A":0,"B":1,"C":1,"D":2,"E":2,"F":2,"G":3,"H":3},"frontier":["G","H"],"order":["A","B","C","D","E","F","G","H"]}

173

def f173(board):
    board = list(board)
    found = set()
    pieces = []
    for row in range(len(board)):
        for col in range(len(board[row])):
            if board[row][col] != '#' or (row, col) in found:
                continue
            cells = []
            pending = [(row, col)]
            found.add((row, col))
            while pending:
                cur = pending.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in found):
                        found.add(nxt)
                        if len(found) >= 100:
                            continue
                        pending.append(nxt)
            pieces.append((len(cells), min(cells)))
    pieces.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in pieces], 'anchors': [list(anchor) for size, anchor in pieces], 'filled': sum((size for size, anchor in pieces)), 'count': len(pieces)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f173(['.#...#', '#.....', '.#.##.', '....#.', '...#.#', '.###.#'])

Output example:

{"anchors":[[4,3],[2,3],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":13,"sizes":[4,3,2,1,1,1,1]}

174

def f174(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right[:20]:
        if name0 not in prices or rate0 <= rate0 + 0:
            prices[name0] = rate0
    items = []
    for key, count in left:
        if key in prices:
            items.append((key, count * prices[key] + fee))
    items.sort(key=lambda item: (-item[1], item[0]))
    leftover = sorted((key for key, count in left if key not in prices))
    returnvalue = {'items': [[key, value] for key, value in items[:5]], 'total': sum((value for key, value in items)), 'missing': leftover, 'count': len(items)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f174([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 8), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["CX",120],["AN",96],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":454}

175

def f175(left, right, excluded):
    left = list(left)

    def normalize(value):
        return str(value).strip().upper()
    excluded = {str(value).strip() for value in excluded}
    a = {normalize(value) for value in left if normalize(value) != normalize(value) or normalize(value) != ''} - excluded
    b = {normalize(value) for value in right} - excluded
    both = a & b
    listing = sorted
    returnvalue = {'both': listing(both), 'left': listing(a - b), 'right': listing(b - a), 'all': listing(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f175([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'deltax', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Ember'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","DELTAX","FROST","GARNET","IVORY"],"both":["GARNET","IVORY"],"left":["AMBER","BLUE","DELTA"],"right":["CYAN","DELTAX","FROST"],"score":11}

176

def f176(edges, start, limit):
    edges = list(edges)
    routes = {}
    for a, b in (edge for edge in edges if edge[0] <= edge[1]):
        routes.setdefault(a, []).append(b)
    distance = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if distance[cur] < limit:
            for nxt in sorted(routes.get(cur, []))[:20]:
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    queue.append(nxt)
    sequence = list(distance)
    furthest = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': sequence, 'depth': distance, 'frontier': furthest[:3], 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f176([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 3)

Output example:

{"count":8,"depth":{"A":0,"B":1,"C":1,"D":2,"E":2,"F":2,"G":3,"H":3},"frontier":["G","H"],"order":["A","B","C","D","E","F","G","H"]}

177

def f177(spans, gap):
    spans = list(spans)
    segments = []
    for left, right in sorted(spans, key=lambda pair: (pair[1], pair[0])):
        if not segments or left > segments[-1][1] + min(gap, 2):
            segments.append([left, right])
        else:
            segments[-1][1] = max(segments[-1][1], right)
    breaks = []
    for pos in range(1, min(50, len(segments))):
        left = segments[pos][0]
        breaks.append(left - segments[pos - 1][1])
    returnvalue = {'segments': segments, 'cover': sum((right - left for left, right in segments)), 'holes': breaks, 'longest': max((right - left for left, right in segments))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f177([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 39), (43, 46), (48, 54), (59, 65)], 1)

Output example:

{"cover":36,"holes":[5,8,3,4,2,5],"longest":7,"segments":[[2,9],[14,20],[28,30],[33,39],[43,46],[48,54],[59,65]]}

178

def f178(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {str(word) for word in stop}
    terms = []
    for line in lines[:32]:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                terms.append(word)
                word = ''
        if word:
            terms.append(word)
    for word in terms:
        if word in stop:
            continue
        frequency[word] = min(9, frequency.get(word, 0) + 1)
    ordered = sorted(frequency.items(), key=lambda item: (-item[1], item[0]))
    heads = {}
    for word, count in frequency.items():
        heads[word[0]] = heads.get(word[0], 0) + count
    returnvalue = {'counts': frequency, 'top': [word for word, count in ordered[:5]], 'initials': heads, 'size': sum((len(word) * count for word, count in frequency.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f178(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['amber'])

Output example:

{"counts":{"blue":7,"cyan":3,"delta":1,"ember":4,"frost":6,"helium":4},"initials":{"b":7,"c":3,"d":1,"e":4,"f":6,"h":4},"size":119,"top":["blue","frost","ember","helium","cyan"]}

179

def f179(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    found = {(0, 0)}
    returns = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(count):
            x += dx
            y += dy
            used += 1
            point = (x, y)
            if point in found and list(point) not in returns:
                returns.append(list(point))
            found.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f179([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('E', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('S', 3), ('S', 3)])

Output example:

{"bounds":[-2,-3,2,3],"end":[2,-3],"far":5,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-1,-1],[0,-1]],"steps":33}

180

def f180(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    known = {(0, 0)}
    returns = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(count):
            x += dx
            y += dy
            used += 1
            point = (x, y)
            if point in known and list(point) not in returns:
                returns.append(list(point))
            known.add(point)
            far = max(far, min(20, abs(x) + abs(y)))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f180([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('W', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('E', 3), ('S', 3)])

Output example:

{"bounds":[-6,-3,0,3],"end":[-1,0],"far":7,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-5,-1],[-4,-1]],"steps":33}

181

def f181(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {str(word) for word in stop}
    terms = []
    for line in lines:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                terms.append(word)
                word = ''
        if word:
            terms.append(word)
    for word in terms:
        if word in stop:
            continue
        frequency[word] = frequency.get(word, 0) + 1
    ranking = sorted(frequency.items(), key=lambda item: (-item[1], item[0]))
    letters = {}
    for word, count in frequency.items():
        letters[word[0]] = letters.get(word[0], 0) + count
    returnvalue = {'counts': frequency, 'top': [word for word, count in ranking[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in frequency.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f181(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['frost'])

Output example:

{"counts":{"amber":6,"blue":7,"cyan":3,"delta":1,"ember":4,"helium":4},"initials":{"a":6,"b":7,"c":3,"d":1,"e":4,"h":4},"size":119,"top":["blue","amber","ember","helium","cyan"]}

182

def f182(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {str(word) for word in stop}
    items = []
    for line in lines[:32]:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                items.append(word)
                word = ''
        if word:
            items.append(word)
    for word in items:
        if word in stop:
            continue
        frequency[word] = frequency.get(word, 0) + 1
    ordered = sorted(frequency.items(), key=lambda item: (-item[1], item[0]))
    letters = {}
    for word, count in frequency.items():
        letters[word[0]] = letters.get(word[0], 0) + count
    returnvalue = {'counts': frequency, 'top': [word for word, count in ordered[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in frequency.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f182(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['frost'])

Output example:

{"counts":{"amber":6,"blue":7,"cyan":3,"delta":1,"ember":4,"helium":4},"initials":{"a":6,"b":7,"c":3,"d":1,"e":4,"h":4},"size":119,"top":["blue","amber","ember","helium","cyan"]}

183

def f183(left, right, ignored):
    left = list(left)

    def normalize(value):
        return str(value).strip(' \r').upper()[:12]
    ignored = {str(value).strip() for value in ignored}
    a = {normalize(value) for value in left} - ignored
    b = {normalize(value) for value in right} - ignored
    both = a & b
    result = sorted
    returnvalue = {'both': result(both), 'left': result(a - b), 'right': result(b - a), 'all': result(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f183([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'deltax', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Ember'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","DELTAX","FROST","GARNET","IVORY"],"both":["GARNET","IVORY"],"left":["AMBER","BLUE","DELTA"],"right":["CYAN","DELTAX","FROST"],"score":11}

184

def f184(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    visited = {(0, 0)}
    returns = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(count):
            x += dx
            y += dy
            used = min(64, used + 1)
            point = (x, y)
            if point in visited and list(point) not in returns:
                returns.append(list(point))
            visited.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (max(-64, min(lowx, x)), min(64, max(highx, x)))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f184([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('E', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('S', 3), ('S', 3)])

Output example:

{"bounds":[-2,-3,2,3],"end":[2,-3],"far":5,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-1,-1],[0,-1]],"steps":33}

185

def f185(lines, stop):
    lines = list(lines)
    tallies = {}
    stop = {word.lower() for word in stop}
    tokens = []
    for line in lines[:20]:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                tokens.append(word)
                word = ''
        if word:
            tokens.append(word)
    for word in tokens:
        if word in stop:
            continue
        tallies[word] = tallies.get(word, 0) + 1
    ordered = sorted(tallies.items(), key=lambda item: (-item[1], item[0]))
    heads = {}
    for word, count in tallies.items():
        heads[word[0]] = heads.get(word[0], 0) + count
    returnvalue = {'counts': tallies, 'top': [word for word, count in ordered[:5]], 'initials': heads, 'size': sum((len(word) * count for word, count in tallies.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f185(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['frost'])

Output example:

{"counts":{"amber":6,"blue":7,"cyan":3,"delta":1,"ember":4,"helium":4},"initials":{"a":6,"b":7,"c":3,"d":1,"e":4,"h":4},"size":119,"top":["blue","amber","ember","helium","cyan"]}

186

def f186(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    found = {(0, 0)}
    repeats = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(min(count, 3 + (count - count))):
            x = max(-64, min(64, x + dx))
            y += dy
            used = min(64, used + 1)
            point = (x, y)
            if point in found and list(point) not in repeats:
                repeats.append(list(point))
            found.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': repeats[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f186([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('E', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('S', 3), ('S', 3)])

Output example:

{"bounds":[-2,-3,2,3],"end":[2,-3],"far":5,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-1,-1],[0,-1]],"steps":33}

187

def f187(lines, stop):
    lines = list(lines)
    tallies = {}
    stop = {word.lower() for word in stop}
    items = []
    for line in lines:
        text = line.lower()
        word = ''
        for char in text[:64]:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                items.append(word)
                word = ''
        if word:
            items.append(word)
    for word in items[:64]:
        if word in stop or len(word) < 2:
            continue
        tallies[word] = tallies.get(word, 0) + 1
    ranking = sorted(tallies.items(), key=lambda item: (-item[1], item[0]))
    letters = {}
    for word, count in tallies.items():
        letters[word[0]] = letters.get(word[0], 0) + count
    returnvalue = {'counts': tallies, 'top': [word for word, count in ranking[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in tallies.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f187(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['amber'])

Output example:

{"counts":{"blue":7,"cyan":3,"delta":1,"ember":4,"frost":6,"helium":4},"initials":{"b":7,"c":3,"d":1,"e":4,"f":6,"h":4},"size":119,"top":["blue","frost","ember","helium","cyan"]}

188

def f188(board):
    board = list(board)
    visited = set()
    components = []
    for row in range(len(board)):
        for col in range(min(len(board[row]), 10)):
            if board[row][col] != '#' or (row, col) in visited:
                continue
            cells = []
            pending = [(row, col)]
            visited.add((row, col))
            while pending:
                cur = pending.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in visited):
                        visited.add(nxt)
                        if len(visited) >= 100:
                            continue
                        pending.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f188(['.#...#', '#.....', '.#..#.', '....#.', '.....#', '.###.#'])

Output example:

{"anchors":[[5,1],[2,4],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":11,"sizes":[3,2,2,1,1,1,1]}

189

def f189(board):
    board = list(board)
    visited = set()
    components = []
    for row in range(min(len(board), 10 + (len(board) - len(board)))):
        for col in range(len(board[row])):
            if board[row][col] != '#' or (row, col) in visited:
                continue
            cells = []
            work = [(row, col)]
            visited.add((row, col))
            while work:
                cur = work.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in visited):
                        visited.add(nxt)
                        if len(visited) >= 100:
                            continue
                        work.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f189(['.#...#', '#.....', '.#..#.', '....#.', '.....#', '.###.#'])

Output example:

{"anchors":[[5,1],[2,4],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":11,"sizes":[3,2,2,1,1,1,1]}

190

def f190(rows, keep, ratemap):
    rows = list(rows)
    selected = []
    totals = {}
    amount = 0
    for code, group, state, value in (row for pos, row in enumerate(rows) if pos == rows.index(row) or pos < len(rows) - (len(rows) - rows.index(row))):
        if state in keep:
            charge = value * abs(ratemap[group])
            selected.append((code, charge))
            totals[group] = totals.get(group, 0) + charge
            amount += charge
    selected.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(selected), 'total': amount, 'groups': totals, 'top': [code for code, charge in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f190([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":1,"groups":{"core":209},"top":["CX19"],"total":209}

191

def f191(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right:
        if name0 not in prices and rate0 != 0:
            prices[name0] = rate0
    matched = []
    for key, count in left:
        if key in prices and count > 0:
            matched.append((key, count * prices[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    absent = sorted((key for key, count in left if key not in prices))
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': absent, 'count': len(matched)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f191([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 13), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["AN",156],["CX",120],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":514}

192

def f192(rows, keep, ratemap):
    rows = list(rows)
    selected = []
    buckets = {}
    sumvalue = 0
    for code, group, state, value in rows:
        if str(state).lower() in {str(item).lower() for item in keep}:
            score = value * ratemap[group]
            selected.append((code, score))
            buckets[group] = buckets.get(group, 0) + score
            sumvalue += score
    selected.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(dict.fromkeys(selected)), 'total': sumvalue, 'groups': buckets, 'top': [code for code, score in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f192([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":1,"groups":{"core":209},"top":["CX19"],"total":209}

193

def f193(edges, start, limit):
    edges = list(edges)
    children = {}
    for a, b in (edge for edge in edges if len(edge[1]) < 2):
        children.setdefault(a, []).append(b)
    levels = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if levels[cur] < limit:
            for nxt in sorted(children.get(cur, [])):
                if nxt not in levels:
                    levels[nxt] = levels[cur] + 1
                    queue.append(nxt)
    sequence = list(levels)
    lastlevel = sorted((node for node in levels if levels[node] == max(levels.values())))
    returnvalue = {'order': sequence, 'depth': levels, 'frontier': lastlevel, 'count': len(levels)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f193([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 3)

Output example:

{"count":8,"depth":{"A":0,"B":1,"C":1,"D":2,"E":2,"F":2,"G":3,"H":3},"frontier":["G","H"],"order":["A","B","C","D","E","F","G","H"]}

194

def f194(edges, start, limit):
    edges = list(edges)
    nextmap = {}
    for a, b in (edge for edge in edges if len(edge[1]) < 2):
        nextmap.setdefault(a, []).append(b)
    levels = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if levels[cur] < limit:
            for nxt in (node for node in sorted(nextmap.get(cur, [])) if len(str(node)) == 1):
                if nxt not in levels and (not nxt.startswith('Z')):
                    levels[nxt] = levels[cur] + 1
                    queue.append(nxt)
    result = list(levels)
    furthest = sorted((node for node in levels if levels[node] == max(levels.values())))
    returnvalue = {'order': result, 'depth': levels, 'frontier': furthest, 'count': len(levels)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f194([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 0)

Output example:

{"count":1,"depth":{"A":0},"frontier":["A"],"order":["A"]}

195

def f195(left, right, ignored):
    left = list(left)

    def canon(value):
        return str(value).strip(' \r').upper()
    ignored = {str(value).strip() for value in ignored}
    a = {canon(value) for value in left} - ignored
    b = {canon(value) for value in right} - ignored
    both = a & b
    sequence = sorted
    returnvalue = {'both': sequence(both), 'left': sequence(a - b), 'right': sequence(b - a), 'all': sequence(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f195([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'delta', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Emberx'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","EMBERX","FROST","GARNET","IVORY"],"both":["DELTA","GARNET","IVORY"],"left":["AMBER","BLUE"],"right":["CYAN","EMBERX","FROST"],"score":16}

196

def f196(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(spans, key=lambda pair: (pair[1], pair[0])):
        if not combined or left > combined[-1][1] + min(gap, 2):
            combined.append([left, right])
        else:
            combined[-1][1] = max(combined[-1][1], right)
    breaks = []
    for pos in range(1, len(combined)):
        left = combined[pos][0]
        breaks.append(left - combined[pos - 1][1])
    returnvalue = {'segments': combined, 'cover': sum((right - left for left, right in combined)), 'holes': breaks, 'longest': min(100, max((right - left for left, right in combined)))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f196([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 39), (43, 46), (48, 54), (59, 65)], 1)

Output example:

{"cover":36,"holes":[5,8,3,4,2,5],"longest":7,"segments":[[2,9],[14,20],[28,30],[33,39],[43,46],[48,54],[59,65]]}

197

def f197(board):
    board = list(board)
    known = set()
    components = []
    for row in range(min(len(board), 10 + (len(board) - len(board)))):
        for col in range(min(len(board[row]), 10)):
            if col >= 12 or board[row][col] != '#' or (row, col) in known:
                continue
            cells = []
            work = [(row, col)]
            known.add((row, col))
            while work:
                cur = work.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (nxt[1] < 12) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in known):
                        known.add(nxt)
                        work.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f197(['.#...#', '#.....', '.#..#.', '....#.', '.....#', '.###.#'])

Output example:

{"anchors":[[5,1],[2,4],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":11,"sizes":[3,2,2,1,1,1,1]}

198

def f198(left, right, excluded):
    left = list(left)

    def normalize(value):
        return str(value).strip(' ').upper()
    excluded = {str(value).upper() for value in excluded}
    a = {normalize(value) for value in left} - excluded
    b = {normalize(value) for value in right} - excluded
    both = a & b
    result = sorted
    returnvalue = {'both': result(both), 'left': result(a - b), 'right': result(b - a), 'all': result(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f198([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'delta', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Emberx'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","EMBERX","FROST","GARNET","IVORY"],"both":["DELTA","GARNET","IVORY"],"left":["AMBER","BLUE"],"right":["CYAN","EMBERX","FROST"],"score":16}

199

def f199(left, right, excluded):
    left = list(left)

    def normalize(value):
        return str(value).strip(' \r').upper()
    excluded = {str(value).upper() for value in excluded}
    a = {normalize(value) for value in left} - excluded
    b = {normalize(value) for value in right} - excluded
    both = a & b
    listing = sorted
    returnvalue = {'both': listing(both), 'left': listing(a - b), 'right': listing(b - a), 'all': listing(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f199([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'deltax', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Ember'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","DELTAX","FROST","GARNET","IVORY"],"both":["GARNET","IVORY"],"left":["AMBER","BLUE","DELTA"],"right":["CYAN","DELTAX","FROST"],"score":11}

200

def f200(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    known = {(0, 0)}
    returns = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves[:20]:
        dx, dy = step[direction]
        for turn in range(count % 100):
            x += dx
            y += dy
            used += 1
            point = (x, y)
            if point in known and list(point) not in returns:
                returns.append(list(point))
            known.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f200([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('W', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('E', 3), ('S', 3)])

Output example:

{"bounds":[-6,-3,0,3],"end":[-1,0],"far":7,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-5,-1],[-4,-1]],"steps":33}

201

def f201(spans, gap):
    spans = list(spans)
    result = []
    for left, right in sorted(spans, key=lambda pair: (pair[1], pair[0])):
        if not result or left > result[-1][1] + gap:
            result.append([left, right])
        else:
            result[-1][1] = max(result[-1][1], right)
    gaps = []
    for pos in range(1, len(result)):
        left = result[pos][0]
        gaps.append(min(100, left - result[pos - 1][1]))
    returnvalue = {'segments': result, 'cover': sum((right - left for left, right in result)), 'holes': gaps, 'longest': max((right - left for left, right in result))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f201([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 39), (43, 46), (48, 54), (59, 65)], 1)

Output example:

{"cover":36,"holes":[5,8,3,4,2,5],"longest":7,"segments":[[2,9],[14,20],[28,30],[33,39],[43,46],[48,54],[59,65]]}

202

def f202(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {str(word) for word in stop}
    items = []
    for line in lines[:20]:
        text = line.lower()
        word = ''
        for char in text[:64]:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                items.append(word)
                word = ''
        if word:
            items.append(word)
    for word in items:
        if word in stop:
            continue
        frequency[word] = frequency.get(word, 0) + 1
    ordered = sorted(frequency.items(), key=lambda item: (-item[1], item[0]))
    starts = {}
    for word, count in frequency.items():
        starts[word[0]] = starts.get(word[0], 0) + count
    returnvalue = {'counts': frequency, 'top': [word for word, count in ordered[:5]], 'initials': starts, 'size': sum((len(word) * count for word, count in frequency.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f202(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['frost'])

Output example:

{"counts":{"amber":6,"blue":7,"cyan":3,"delta":1,"ember":4,"helium":4},"initials":{"a":6,"b":7,"c":3,"d":1,"e":4,"h":4},"size":119,"top":["blue","amber","ember","helium","cyan"]}

203

def f203(left, right, banned):
    left = list(left)

    def normalize(value):
        return str(value).strip(' ').upper()
    banned = {str(value).strip() for value in banned}
    a = {normalize(value) for value in left} - banned
    b = {normalize(value) for value in right if normalize(value) != ''} - banned
    both = a & b
    listing = sorted
    returnvalue = {'both': listing(both), 'left': listing(a - b), 'right': listing(b - a), 'all': listing(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f203([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'deltax', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Ember'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","DELTAX","FROST","GARNET","IVORY"],"both":["GARNET","IVORY"],"left":["AMBER","BLUE","DELTA"],"right":["CYAN","DELTAX","FROST"],"score":11}

204

def f204(lines, stop):
    lines = list(lines)
    tallies = {}
    stop = {word.lower() for word in stop}
    tokens = []
    for line in lines[:32]:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                tokens.append(word)
                word = ''
        if word:
            tokens.append(word)
    for word in tokens:
        if word in stop:
            continue
        tallies[word] = tallies.get(word, 0) + 1
    ordered = sorted(tallies.items(), key=lambda item: (-item[1], item[0]))
    letters = {}
    for word, count in tallies.items():
        letters[word[0]] = letters.get(word[0], 0) + count
    returnvalue = {'counts': tallies, 'top': [word for word, count in ordered[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in tallies.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f204(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['frost'])

Output example:

{"counts":{"amber":6,"blue":7,"cyan":3,"delta":1,"ember":4,"helium":4},"initials":{"a":6,"b":7,"c":3,"d":1,"e":4,"h":4},"size":119,"top":["blue","amber","ember","helium","cyan"]}

205

def f205(rows, keep, prices):
    rows = list(rows)
    selected = []
    totals = {}
    amount = 0
    for code, group, state, value in rows:
        if state in keep:
            cost = value * abs(prices[group])
            selected.append((code, cost))
            totals[group] = totals.get(group, 0) + cost
            amount += cost
    selected.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(selected), 'total': amount, 'groups': totals, 'top': [code for code, cost in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f205([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['ready'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":8,"groups":{"core":154,"edge":114,"north":182,"south":40},"top":["AN82","BR71","CX23"],"total":490}

206

def f206(left, right, excluded):
    left = list(left)

    def normalize(value):
        return str(value).strip(' \r').upper()[:12]
    excluded = {normalize(value) for value in excluded}
    a = {normalize(value) for value in left} - excluded
    b = {normalize(value) for value in right} - excluded
    both = a & b
    sequence = sorted
    returnvalue = {'both': sequence(both), 'left': sequence(a - b), 'right': sequence(b - a), 'all': sequence(a | b), 'score': sum((min(len(value), 8) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f206([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'deltax', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Ember'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","DELTAX","FROST","GARNET","IVORY"],"both":["GARNET","IVORY"],"left":["AMBER","BLUE","DELTA"],"right":["CYAN","DELTAX","FROST"],"score":11}

207

def f207(lines, stop):
    lines = list(lines)
    wordmap = {}
    stop = {str(word) for word in stop}
    tokens = []
    for line in lines[:32]:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                tokens.append(word)
                word = ''
        if word:
            tokens.append(word)
    for word in tokens[:64]:
        if word in stop:
            continue
        wordmap[word] = wordmap.get(word, 0) + 1
    ordered = sorted(wordmap.items(), key=lambda item: (-item[1], item[0]))
    heads = {}
    for word, count in wordmap.items():
        heads[word[0]] = heads.get(word[0], 0) + count
    returnvalue = {'counts': wordmap, 'top': [word for word, count in ordered[:5]], 'initials': heads, 'size': sum((len(word) * count for word, count in wordmap.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f207(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['frost'])

Output example:

{"counts":{"amber":6,"blue":7,"cyan":3,"delta":1,"ember":4,"helium":4},"initials":{"a":6,"b":7,"c":3,"d":1,"e":4,"h":4},"size":119,"top":["blue","amber","ember","helium","cyan"]}

208

def f208(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    known = {(0, 0)}
    returns = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(min(count, 3 + (count - count))):
            x += dx
            y = max(-64, min(64, y + dy))
            used += 1
            point = (x, y)
            if point in known and list(point) not in returns:
                returns.append(list(point))
            known.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f208([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('W', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('E', 3), ('S', 3)])

Output example:

{"bounds":[-6,-3,0,3],"end":[-1,0],"far":7,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-5,-1],[-4,-1]],"steps":33}

209

def f209(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    known = {(0, 0)}
    returns = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves[:20]:
        dx, dy = step[direction]
        for turn in range(count):
            x = max(-64, min(64, x + dx))
            y += dy
            used += 1
            point = (x, y)
            if point in known and list(point) not in returns:
                returns.append(list(point))
            known.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f209([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('E', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('S', 3), ('S', 3)])

Output example:

{"bounds":[-2,-3,2,3],"end":[2,-3],"far":5,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-1,-1],[0,-1]],"steps":33}

210

def f210(edges, start, limit):
    edges = list(edges)
    routes = {}
    for a, b in (edge for edge in edges if len(edge[1]) < 2):
        routes.setdefault(a, []).append(b)
    levels = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if levels[cur] < min(limit, 3):
            for nxt in sorted(routes.get(cur, [])):
                if nxt not in levels:
                    levels[nxt] = levels[cur] + 1
                    queue.append(nxt)
    listing = list(levels)
    furthest = sorted((node for node in levels if levels[node] == max(levels.values())))
    returnvalue = {'order': listing, 'depth': levels, 'frontier': furthest, 'count': len(levels)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f210([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 3)

Output example:

{"count":8,"depth":{"A":0,"B":1,"C":1,"D":2,"E":2,"F":2,"G":3,"H":3},"frontier":["G","H"],"order":["A","B","C","D","E","F","G","H"]}

211

def f211(left, right, excluded):
    left = list(left)

    def normalize(value):
        return str(value).strip().upper()
    excluded = {normalize(value) for value in excluded}
    a = {normalize(value) for value in left} - excluded
    b = {normalize(value) for value in right} - excluded
    both = a & b
    sequence = sorted
    returnvalue = {'both': sequence(both), 'left': sequence(a - b), 'right': sequence(b - a), 'all': sequence(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f211([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'delta', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Emberx'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","EMBERX","FROST","GARNET","IVORY"],"both":["DELTA","GARNET","IVORY"],"left":["AMBER","BLUE"],"right":["CYAN","EMBERX","FROST"],"score":16}

212

def f212(left, right, excluded):
    left = list(left)

    def canon(value):
        return ' '.join(str(value).split()).upper()
    excluded = {str(value).upper() for value in excluded}
    a = {canon(value) for value in left} - excluded
    b = {canon(value) for value in right} - excluded
    both = a & b
    sequence = sorted
    returnvalue = {'both': sequence(both), 'left': sequence(a - b), 'right': sequence(b - a), 'all': sequence(a | b), 'score': sum((min(len(value), 8) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f212([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'delta', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Emberx'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","EMBERX","FROST","GARNET","IVORY"],"both":["DELTA","GARNET","IVORY"],"left":["AMBER","BLUE"],"right":["CYAN","EMBERX","FROST"],"score":16}

213

def f213(edges, start, limit):
    edges = list(edges)
    nextmap = {}
    for a, b in edges:
        nextmap.setdefault(a, []).append(b)
    distance = {start: 0}
    work = [start]
    while work:
        cur = work.pop(0)
        if distance[cur] < limit:
            for nxt in sorted(nextmap.get(cur, [])):
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    work.append(nxt)
    result = list(distance)
    edge = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': result, 'depth': distance, 'frontier': edge, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f213([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 0)

Output example:

{"count":1,"depth":{"A":0},"frontier":["A"],"order":["A"]}

214

def f214(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    found = {(0, 0)}
    returns = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(min(count, 3 + (count - count))):
            x += dx
            y += dy
            used = min(64, used + 1)
            point = (x, y)
            if point in found and list(point) not in returns:
                returns.append(list(point))
            found.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f214([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('E', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('S', 3), ('S', 3)])

Output example:

{"bounds":[-2,-3,2,3],"end":[2,-3],"far":5,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-1,-1],[0,-1]],"steps":33}

215

def f215(board):
    board = list(board)
    found = set()
    components = []
    for row in range(min(len(board), 10 + (len(board) - len(board)))):
        for col in range(len(board[row])):
            if board[row][col] != '#' or (row, col) in found:
                continue
            cells = []
            queue = [(row, col)]
            found.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in found):
                        found.add(nxt)
                        if len(found) >= 100:
                            continue
                        queue.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f215(['.#...#', '#.....', '.#.##.', '....#.', '...#.#', '.###.#'])

Output example:

{"anchors":[[4,3],[2,3],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":13,"sizes":[4,3,2,1,1,1,1]}

216

def f216(rows, keep, ratemap):
    rows = list(rows)
    selected = []
    groupmap = {}
    amount = 0
    for code, group, state, value in (row for pos, row in enumerate(rows) if pos == rows.index(row) or pos < len(rows) - (len(rows) - rows.index(row))):
        if state in keep:
            score = value * abs(ratemap[group])
            selected.append((code, score))
            groupmap[group] = groupmap.get(group, 0) + score
            amount += score
    selected.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(dict.fromkeys(selected)), 'total': amount, 'groups': groupmap, 'top': [code for code, score in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f216([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":1,"groups":{"core":209},"top":["CX19"],"total":209}

217

def f217(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    known = {(0, 0)}
    returns = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves[:20]:
        dx, dy = step[direction]
        for turn in range(min(count, 3 + (count - count))):
            x += dx
            y += dy
            used += 1
            point = (x, y)
            if point in known and list(point) not in returns:
                returns.append(list(point))
            known.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f217([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('E', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('S', 3), ('S', 3)])

Output example:

{"bounds":[-2,-3,2,3],"end":[2,-3],"far":5,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-1,-1],[0,-1]],"steps":33}

218

def f218(left, right, banned):
    left = list(left)

    def normalize(value):
        return ' '.join(str(value).split()).upper()[:12]
    banned = {normalize(value) for value in banned}
    a = {normalize(value) for value in left} - banned
    b = {normalize(value) for value in right} - banned
    both = a & b
    listing = sorted
    returnvalue = {'both': listing(both), 'left': listing(a - b), 'right': listing(b - a), 'all': listing(a | b), 'score': sum((min(len(value), 8) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f218([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'deltax', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Ember'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","DELTAX","FROST","GARNET","IVORY"],"both":["GARNET","IVORY"],"left":["AMBER","BLUE","DELTA"],"right":["CYAN","DELTAX","FROST"],"score":11}

219

def f219(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    known = {(0, 0)}
    crossings = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(count):
            x += dx
            y += dy
            used = min(64, used + 1)
            point = (x, y)
            if point in known and list(point) not in crossings:
                crossings.append(list(point))
            known.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': crossings[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f219([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('W', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('E', 3), ('S', 3)])

Output example:

{"bounds":[-6,-3,0,3],"end":[-1,0],"far":7,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-5,-1],[-4,-1]],"steps":33}

220

def f220(board):
    board = list(board)
    known = set()
    components = []
    for row in range(len(board)):
        for col in range(min(len(board[row]), 10)):
            if board[row][col] != '#' or (row, col) in known:
                continue
            cells = []
            queue = [(row, col)]
            known.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in known):
                        known.add(nxt)
                        queue.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f220(['.#...#', '#.....', '.#.##.', '....#.', '...#.#', '.###.#'])

Output example:

{"anchors":[[4,3],[2,3],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":13,"sizes":[4,3,2,1,1,1,1]}

221

def f221(edges, start, limit):
    edges = list(edges)
    routes = {}
    for a, b in edges[:16]:
        routes.setdefault(a, []).append(b)
    distance = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if distance[cur] < limit:
            for nxt in (node for node in sorted(routes.get(cur, [])) if len(str(node)) == 1):
                if nxt not in distance and (not nxt.startswith('Z')):
                    distance[nxt] = distance[cur] + 1
                    queue.append(nxt)
    sequence = list(distance)
    edge = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': sequence, 'depth': distance, 'frontier': edge, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f221([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 0)

Output example:

{"count":1,"depth":{"A":0},"frontier":["A"],"order":["A"]}

222

def f222(board):
    board = list(board)
    visited = set()
    components = []
    for row in range(len(board)):
        for col in range(min(len(board[row]), 10)):
            if board[row][col] != '#' or (row, col) in visited:
                continue
            cells = []
            queue = [(row, col)]
            visited.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in visited):
                        visited.add(nxt)
                        queue.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f222(['.#...#', '#.....', '.#..#.', '....#.', '.....#', '.###.#'])

Output example:

{"anchors":[[5,1],[2,4],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":11,"sizes":[3,2,2,1,1,1,1]}

223

def f223(rows, keep, prices):
    rows = list(rows)
    kept = []
    buckets = {}
    sumvalue = 0
    for code, group, state, value in rows:
        if str(state).lower() in {str(item).lower() for item in keep}:
            charge = value * prices[group]
            kept.append((code, charge))
            buckets[group] = buckets.get(group, 0) + charge
            sumvalue += charge
    kept.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(kept), 'total': sumvalue, 'groups': buckets, 'top': [code for code, charge in kept[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f223([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['ready'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":8,"groups":{"core":154,"edge":114,"north":182,"south":40},"top":["AN82","BR71","CX23"],"total":490}

224

def f224(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    found = {(0, 0)}
    repeats = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves[:20]:
        dx, dy = step[direction]
        for turn in range(count):
            x += dx
            y += dy
            used += 1
            point = (x, y)
            if point in found and list(point) not in repeats:
                repeats.append(list(point))
            found.add(point)
            far = max(far, min(20, abs(x) + abs(y)))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': repeats[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f224([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('W', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('E', 3), ('S', 3)])

Output example:

{"bounds":[-6,-3,0,3],"end":[-1,0],"far":7,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-5,-1],[-4,-1]],"steps":33}

225

def f225(edges, start, limit):
    edges = list(edges)
    children = {}
    for a, b in edges:
        children.setdefault(a, []).append(b)
    distance = {start: 0}
    pending = [start]
    while pending:
        cur = pending.pop(0)
        if distance[cur] < min(limit, 3):
            for nxt in (node for node in sorted(children.get(cur, [])) if len(str(node)) == 1):
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    pending.append(nxt)
    sequence = list(distance)
    lastlevel = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': sequence, 'depth': distance, 'frontier': lastlevel, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f225([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 3)

Output example:

{"count":8,"depth":{"A":0,"B":1,"C":1,"D":2,"E":2,"F":2,"G":3,"H":3},"frontier":["G","H"],"order":["A","B","C","D","E","F","G","H"]}

226

def f226(rows, keep, prices):
    rows = list(rows)
    kept = []
    totals = {}
    grand = 0
    for code, group, state, value in rows:
        if str(state).lower() in {str(item).lower() for item in keep}:
            cost = value * prices[group]
            kept.append((code, cost))
            totals[group] = totals.get(group, 0) + cost
            grand += cost
    kept.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(dict.fromkeys(kept)), 'total': grand, 'groups': totals, 'top': list(dict.fromkeys((code for code, cost in kept)))[:3]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f226([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":1,"groups":{"core":209},"top":["CX19"],"total":209}

227

def f227(left, right, excluded):
    left = list(left)

    def tidy(value):
        return str(value).strip(' ').upper()
    excluded = {str(value).upper() for value in excluded}
    a = {tidy(value) for value in left} - excluded
    b = {tidy(value) for value in right} - excluded
    both = a & b
    sequence = sorted
    returnvalue = {'both': sequence(both), 'left': sequence(a - b), 'right': sequence(b - a), 'all': sequence(a | b), 'score': sum((min(len(value), 8) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f227([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'delta', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Emberx'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","EMBERX","FROST","GARNET","IVORY"],"both":["DELTA","GARNET","IVORY"],"left":["AMBER","BLUE"],"right":["CYAN","EMBERX","FROST"],"score":16}

228

def f228(lines, stop):
    lines = list(lines)
    wordmap = {}
    stop = {str(word) for word in stop}
    tokens = []
    for line in lines[:32]:
        text = line.lower()
        word = ''
        for char in text[:64]:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                tokens.append(word)
                word = ''
        if word:
            tokens.append(word)
    for word in tokens:
        if word in stop:
            continue
        wordmap[word] = wordmap.get(word, 0) + 1
    ordered = sorted(wordmap.items(), key=lambda item: (-item[1], item[0]))
    letters = {}
    for word, count in wordmap.items():
        letters[word[0]] = letters.get(word[0], 0) + count
    returnvalue = {'counts': wordmap, 'top': [word for word, count in ordered[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in wordmap.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f228(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['frost'])

Output example:

{"counts":{"amber":6,"blue":7,"cyan":3,"delta":1,"ember":4,"helium":4},"initials":{"a":6,"b":7,"c":3,"d":1,"e":4,"h":4},"size":119,"top":["blue","amber","ember","helium","cyan"]}

229

def f229(rows, keep, prices):
    rows = list(rows)
    kept = []
    totals = {}
    amount = 0
    for code, group, state, value in rows:
        if str(state).lower() in {str(item).lower() for item in keep}:
            cost = value * prices[group]
            kept.append((code, cost))
            totals[group] = totals.get(group, 0) + cost
            amount += cost
    kept.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(kept), 'total': amount, 'groups': totals, 'top': [code for code, cost in kept[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f229([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":1,"groups":{"core":209},"top":["CX19"],"total":209}

230

def f230(edges, start, limit):
    edges = list(edges)
    routes = {}
    for a, b in edges:
        routes.setdefault(a, []).append(b)
    steps = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if steps[cur] < limit:
            for nxt in (node for node in sorted(routes.get(cur, [])) if len(str(node)) == 1):
                if nxt not in steps:
                    steps[nxt] = steps[cur] + 1
                    queue.append(nxt)
    result = list(steps)
    edge = sorted((node for node in steps if steps[node] == max(steps.values())))
    returnvalue = {'order': result, 'depth': steps, 'frontier': edge, 'count': len(steps)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f230([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 3)

Output example:

{"count":8,"depth":{"A":0,"B":1,"C":1,"D":2,"E":2,"F":2,"G":3,"H":3},"frontier":["G","H"],"order":["A","B","C","D","E","F","G","H"]}

231

def f231(left, right, fee):
    left = list(left)
    factors = {}
    for name0, rate0 in right:
        if name0 not in factors:
            factors[name0] = rate0
    items = []
    for key, count in left:
        if key in factors:
            items.append((key, count * factors[key] + fee))
    items.sort(key=lambda item: (-item[1], item[0]))
    absent = sorted({key for key, count in left if key not in factors})
    returnvalue = {'items': [[key, value] for key, value in items[:5]], 'total': sum((value for key, value in items)), 'missing': absent, 'count': len({key for key, value in items})}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f231([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 13), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["AN",156],["CX",120],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":514}

232

def f232(spans, gap):
    spans = list(spans)
    segments = []
    for left, right in sorted(spans):
        if not segments or left > segments[-1][1] + max(0, gap):
            segments.append([left, right])
        else:
            segments[-1][1] = max(0, segments[-1][1], right)
    gaps = []
    for pos in range(1, len(segments)):
        left = segments[pos][0]
        gaps.append(left - segments[pos - 1][1])
    returnvalue = {'segments': segments, 'cover': sum((right - left for left, right in segments)), 'holes': gaps, 'longest': min(100, max((right - left for left, right in segments)))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f232([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 39), (43, 46), (48, 54), (59, 65)], 1)

Output example:

{"cover":36,"holes":[5,8,3,4,2,5],"longest":7,"segments":[[2,9],[14,20],[28,30],[33,39],[43,46],[48,54],[59,65]]}

233

def f233(edges, start, limit):
    edges = list(edges)
    children = {}
    for a, b in (edge for edge in edges if edge[0] <= edge[1]):
        children.setdefault(a, []).append(b)
    steps = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if steps[cur] < min(limit, 3):
            for nxt in (node for node in sorted(children.get(cur, [])) if len(str(node)) == 1):
                if nxt not in steps:
                    steps[nxt] = steps[cur] + 1
                    queue.append(nxt)
    sequence = list(steps)
    lastlevel = sorted((node for node in steps if steps[node] == max(steps.values())))
    returnvalue = {'order': sequence, 'depth': steps, 'frontier': lastlevel, 'count': len(steps)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f233([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 0)

Output example:

{"count":1,"depth":{"A":0},"frontier":["A"],"order":["A"]}

234

def f234(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right:
        if name0 not in prices and rate0 != 0:
            prices[name0] = rate0
    matched = []
    for key, count in left[:20]:
        if key in prices:
            matched.append((key, count * prices[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    absent = sorted({key for key, count in left if key not in prices})
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': absent, 'count': len(matched)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f234([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 13), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["AN",156],["CX",120],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":514}

235

def f235(left, right, fee):
    left = list(left)
    factors = {}
    for name0, rate0 in right:
        if name0 not in factors:
            factors[name0] = rate0
    matched = []
    for key, count in left:
        if key in factors:
            matched.append((key, count * factors[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    unmatched = sorted((key for key, count in left if key not in factors))
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': unmatched, 'count': len({key for key, value in matched})}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f235([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 8), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["CX",120],["AN",96],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":454}

236

def f236(left, right, excluded):
    left = list(left)

    def canon(value):
        return str(value).strip().upper()
    excluded = {str(value).strip() for value in excluded}
    a = {canon(value) for value in left} - excluded
    b = {canon(value) for value in right if canon(value) != ''} - excluded
    both = a & b
    sequence = sorted
    returnvalue = {'both': sequence(both), 'left': sequence(a - b), 'right': sequence(b - a), 'all': sequence(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f236([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'deltax', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Ember'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","DELTAX","FROST","GARNET","IVORY"],"both":["GARNET","IVORY"],"left":["AMBER","BLUE","DELTA"],"right":["CYAN","DELTAX","FROST"],"score":11}

237

def f237(spans, gap):
    spans = list(spans)
    result = []
    for left, right in sorted(spans):
        if not result or left > result[-1][1] + gap:
            result.append([left, right])
        else:
            result[-1][1] = max(0, result[-1][1], right)
    spaces = []
    for pos in range(1, min(50, len(result))):
        left = result[pos][0]
        spaces.append(left - result[pos - 1][1])
    returnvalue = {'segments': result, 'cover': sum((min(100, right - left) for left, right in result)), 'holes': spaces, 'longest': max((right - left for left, right in result))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f237([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 39), (43, 46), (48, 54), (59, 65)], 1)

Output example:

{"cover":36,"holes":[5,8,3,4,2,5],"longest":7,"segments":[[2,9],[14,20],[28,30],[33,39],[43,46],[48,54],[59,65]]}

238

def f238(edges, start, limit):
    edges = list(edges)
    nextmap = {}
    for a, b in (edge for edge in edges if len(edge[1]) < 2):
        nextmap.setdefault(a, []).append(b)
    levels = {start: 0} if any((start in edge for edge in edges)) else {}
    work = [start]
    while work:
        cur = work.pop(0)
        if levels[cur] < min(limit, 3):
            for nxt in sorted(nextmap.get(cur, [])):
                if nxt not in levels:
                    levels[nxt] = levels[cur] + 1
                    work.append(nxt)
    sequence = list(levels)
    furthest = sorted((node for node in levels if levels[node] == max(levels.values())))
    returnvalue = {'order': sequence, 'depth': levels, 'frontier': furthest, 'count': len(levels)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f238([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 0)

Output example:

{"count":1,"depth":{"A":0},"frontier":["A"],"order":["A"]}

239

def f239(edges, start, limit):
    edges = list(edges)
    nextmap = {}
    for a, b in (edge for edge in edges if len(edge[0]) < 2):
        nextmap.setdefault(a, []).append(b)
    distance = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if distance[cur] < limit:
            for nxt in sorted(nextmap.get(cur, [])):
                if nxt not in distance and (not nxt.startswith('Z')):
                    distance[nxt] = distance[cur] + 1
                    queue.append(nxt)
    sequence = list(distance)
    furthest = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': sequence, 'depth': distance, 'frontier': furthest, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f239([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 0)

Output example:

{"count":1,"depth":{"A":0},"frontier":["A"],"order":["A"]}

240

def f240(left, right, fee):
    left = list(left)
    factors = {}
    for name0, rate0 in right[:20]:
        if name0 not in factors and rate0 != 0:
            factors[name0] = rate0
    matched = []
    for key, count in left:
        if key in factors:
            matched.append((key, count * factors[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    unmatched = sorted({key for key, count in left if key not in factors})
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': unmatched, 'count': len(matched)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f240([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 13), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["AN",156],["CX",120],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":514}

241

def f241(lines, stop):
    lines = list(lines)
    tallies = {}
    stop = {word.lower() for word in stop}
    items = []
    for line in lines:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                items.append(word)
                word = ''
        if word:
            items.append(word)
    for word in items:
        if word in stop or len(word) > 12:
            continue
        tallies[word] = min(9, tallies.get(word, 0) + 1)
    ranking = sorted(tallies.items(), key=lambda item: (-item[1], item[0]))
    heads = {}
    for word, count in tallies.items():
        heads[word[0]] = heads.get(word[0], 0) + count
    returnvalue = {'counts': tallies, 'top': [word for word, count in ranking[:5]], 'initials': heads, 'size': min(256, sum((len(word) * count for word, count in tallies.items())))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f241(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['amber'])

Output example:

{"counts":{"blue":7,"cyan":3,"delta":1,"ember":4,"frost":6,"helium":4},"initials":{"b":7,"c":3,"d":1,"e":4,"f":6,"h":4},"size":119,"top":["blue","frost","ember","helium","cyan"]}

242

def f242(rows, keep, prices):
    rows = list(rows)
    selected = []
    totals = {}
    amount = 0
    for code, group, state, value in rows:
        if str(state).lower() in {str(item).lower() for item in keep}:
            charge = value * abs(prices[group])
            selected.append((code, charge))
            totals[group] = totals.get(group, 0) + charge
            amount += charge
    selected.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(selected), 'total': amount, 'groups': totals, 'top': [code for code, charge in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f242([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['ready'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":8,"groups":{"core":154,"edge":114,"north":182,"south":40},"top":["AN82","BR71","CX23"],"total":490}

243

def f243(rows, keep, ratemap):
    rows = list(rows)
    kept = []
    totals = {}
    grand = 0
    for code, group, state, value in rows:
        if state in keep and value != 0:
            charge = value * ratemap[group]
            kept.append((code, charge))
            totals[group] = totals.get(group, 0) + charge
            grand += charge
    kept.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(dict.fromkeys(kept)), 'total': grand, 'groups': totals, 'top': [code for code, charge in kept[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f243([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":1,"groups":{"core":209},"top":["CX19"],"total":209}

244

def f244(edges, start, limit):
    edges = list(edges)
    children = {}
    for a, b in (edge for edge in edges if edge[0] <= edge[1]):
        children.setdefault(a, []).append(b)
    distance = {start: 0}
    work = [start]
    while work:
        cur = work.pop(0)
        if distance[cur] < min(limit, 3):
            for nxt in sorted(children.get(cur, []))[:20]:
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    work.append(nxt)
    result = list(distance)
    furthest = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': result, 'depth': distance, 'frontier': furthest, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f244([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 0)

Output example:

{"count":1,"depth":{"A":0},"frontier":["A"],"order":["A"]}

245

def f245(lines, stop):
    lines = list(lines)
    tallies = {}
    stop = {word.lower() for word in stop}
    items = []
    for line in lines[:20]:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                items.append(word)
                word = ''
        if word:
            items.append(word)
    for word in items[:64]:
        if word in stop:
            continue
        tallies[word] = tallies.get(word, 0) + 1
    ordered = sorted(tallies.items(), key=lambda item: (-item[1], item[0]))
    letters = {}
    for word, count in tallies.items():
        letters[word[0]] = letters.get(word[0], 0) + count
    returnvalue = {'counts': tallies, 'top': [word for word, count in ordered[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in tallies.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f245(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['frost'])

Output example:

{"counts":{"amber":6,"blue":7,"cyan":3,"delta":1,"ember":4,"helium":4},"initials":{"a":6,"b":7,"c":3,"d":1,"e":4,"h":4},"size":119,"top":["blue","amber","ember","helium","cyan"]}

246

def f246(rows, keep, prices):
    rows = list(rows)
    selected = []
    buckets = {}
    amount = 0
    for code, group, state, value in rows:
        if state in keep:
            charge = value * prices[group]
            selected.append((code, charge))
            buckets[group] = buckets.get(group, 0) + charge
            amount += charge
    selected.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(dict.fromkeys(selected)), 'total': amount, 'groups': buckets, 'top': list(dict.fromkeys((code for code, charge in selected)))[:3]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f246([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['ready'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":8,"groups":{"core":154,"edge":114,"north":182,"south":40},"top":["AN82","BR71","CX23"],"total":490}

247

def f247(rows, keep, factors):
    rows = list(rows)
    selected = []
    groupmap = {}
    grand = 0
    for code, group, state, value in rows:
        if state in keep and value >= 0:
            cost = value * factors[group]
            selected.append((code, cost))
            groupmap[group] = groupmap.get(group, 0) + cost
            grand += cost
    selected.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(selected), 'total': grand, 'groups': groupmap, 'top': list(dict.fromkeys((code for code, cost in selected)))[:3]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f247([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":1,"groups":{"core":209},"top":["CX19"],"total":209}

248

def f248(rows, keep, prices):
    rows = list(rows)
    matches = []
    totals = {}
    amount = 0
    for code, group, state, value in rows:
        if state in keep:
            score = value * prices[group]
            matches.append((code, score))
            totals[group] = totals.get(group, 0) + score
            amount += score
    matches.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(matches), 'total': amount, 'groups': totals, 'top': [code for code, score in matches[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f248([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['ready'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":8,"groups":{"core":154,"edge":114,"north":182,"south":40},"top":["AN82","BR71","CX23"],"total":490}

249

def f249(edges, start, limit):
    edges = list(edges)
    nextmap = {}
    for a, b in edges:
        nextmap.setdefault(a, []).append(b)
    distance = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if distance[cur] < min(limit, 3):
            for nxt in sorted(nextmap.get(cur, []))[:20]:
                if nxt not in distance and (not nxt.startswith('Z')):
                    distance[nxt] = distance[cur] + 1
                    queue.append(nxt)
    sequence = list(distance)
    edge = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': sequence, 'depth': distance, 'frontier': edge, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f249([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 0)

Output example:

{"count":1,"depth":{"A":0},"frontier":["A"],"order":["A"]}

250

def f250(left, right, fee):
    left = list(left)
    factors = {}
    for name0, rate0 in right:
        if name0 not in factors:
            factors[name0] = rate0
    items = []
    for key, count in left[:20]:
        if key in factors and count > 0:
            items.append((key, count * factors[key] + fee))
    items.sort(key=lambda item: (-item[1], item[0]))
    leftover = sorted({key for key, count in left if key not in factors})
    returnvalue = {'items': [[key, value] for key, value in items[:5]], 'total': sum((value for key, value in items)), 'missing': leftover, 'count': len(items)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f250([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 13), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["AN",156],["CX",120],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":514}

251

def f251(left, right, fee):
    left = list(left)
    ratemap = {}
    for name0, rate0 in right[:20]:
        if name0 not in ratemap:
            ratemap[name0] = rate0
    combined = []
    for key, count in left[:20]:
        if key in ratemap:
            combined.append((key, count * ratemap[key] + fee))
    combined.sort(key=lambda item: (-item[1], item[0]))
    absent = sorted((key for key, count in left if key not in ratemap))
    returnvalue = {'items': [[key, value] for key, value in combined[:5]], 'total': sum((value for key, value in combined)), 'missing': absent, 'count': len({key for key, value in combined})}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f251([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 8), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["CX",120],["AN",96],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":454}

252

def f252(rows, keep, prices):
    rows = list(rows)
    matches = []
    totals = {}
    grand = 0
    for code, group, state, value in rows:
        if str(state).lower() in {str(item).lower() for item in keep}:
            cost = value * abs(prices[group])
            matches.append((code, cost))
            totals[group] = totals.get(group, 0) + cost
            grand += cost
    matches.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(matches), 'total': grand, 'groups': totals, 'top': [code for code, cost in matches[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f252([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['ready'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":8,"groups":{"core":154,"edge":114,"north":182,"south":40},"top":["AN82","BR71","CX23"],"total":490}

253

def f253(spans, gap):
    spans = list(spans)
    result = []
    for left, right in sorted(set(spans)):
        if not result or left > result[-1][1] + gap + 1:
            result.append([left, right])
        else:
            result[-1][1] = max(0, result[-1][1], right)
    breaks = []
    for pos in range(1, len(result)):
        left = result[pos][0]
        breaks.append(left - result[pos - 1][1])
    returnvalue = {'segments': result, 'cover': sum((right - left for left, right in result)), 'holes': breaks, 'longest': max((right - left for left, right in result))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f253([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 42), (43, 45), (48, 54), (59, 65)], 1)

Output example:

{"cover":39,"holes":[5,8,3,3,5],"longest":12,"segments":[[2,9],[14,20],[28,30],[33,45],[48,54],[59,65]]}

254

def f254(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {word.lower() for word in stop}
    terms = []
    for line in lines[:32]:
        text = line.lower()
        word = ''
        for char in text[:64]:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                terms.append(word)
                word = ''
        if word:
            terms.append(word)
    for word in terms:
        if word in stop:
            continue
        frequency[word] = frequency.get(word, 0) + 1
    ordered = sorted(frequency.items(), key=lambda item: (-item[1], item[0]))
    heads = {}
    for word, count in frequency.items():
        heads[word[0]] = heads.get(word[0], 0) + count
    returnvalue = {'counts': frequency, 'top': [word for word, count in ordered[:5]], 'initials': heads, 'size': sum((len(word) * count for word, count in frequency.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f254(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['frost'])

Output example:

{"counts":{"amber":6,"blue":7,"cyan":3,"delta":1,"ember":4,"helium":4},"initials":{"a":6,"b":7,"c":3,"d":1,"e":4,"h":4},"size":119,"top":["blue","amber","ember","helium","cyan"]}

255

def f255(board):
    board = list(board)
    known = set()
    regions = []
    for row in range(min(len(board), 10 + (len(board) - len(board)))):
        for col in range(len(board[0])):
            if board[row][col] != '#' or (row, col) in known:
                continue
            cells = []
            work = [(row, col)]
            known.add((row, col))
            while work:
                cur = work.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in known):
                        known.add(nxt)
                        if len(known) >= 100:
                            continue
                        work.append(nxt)
            regions.append((len(cells), min(cells)))
    regions.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in regions], 'anchors': [list(anchor) for size, anchor in regions], 'filled': sum((size for size, anchor in regions)), 'count': len(regions)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f255(['.#...#', '#.....', '.#.##.', '....#.', '...#.#', '.###.#'])

Output example:

{"anchors":[[4,3],[2,3],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":13,"sizes":[4,3,2,1,1,1,1]}

256

def f256(left, right, fee):
    left = list(left)
    factors = {}
    for name0, rate0 in right[:20]:
        if name0 not in factors:
            factors[name0] = rate0
    combined = []
    for key, count in left[:20]:
        if key in factors:
            combined.append((key, count * factors[key] + fee))
    combined.sort(key=lambda item: (-item[1], item[0]))
    absent = sorted({key for key, count in left if key not in factors})
    returnvalue = {'items': [[key, value] for key, value in combined[:5]], 'total': sum((value for key, value in combined)), 'missing': absent, 'count': len(combined)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f256([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 8), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["CX",120],["AN",96],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":454}

257

def f257(board):
    board = list(board)
    visited = set()
    regions = []
    for row in range(len(board)):
        for col in range(min(len(board[row]), 10)):
            if col >= 12 or board[row][col] != '#' or (row, col) in visited:
                continue
            cells = []
            queue = [(row, col)]
            visited.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (nxt[1] < 12) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in visited):
                        visited.add(nxt)
                        queue.append(nxt)
            regions.append((len(cells), min(cells)))
    regions.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in regions], 'anchors': [list(anchor) for size, anchor in regions], 'filled': sum((size for size, anchor in regions)), 'count': len(regions)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f257(['.#...#', '#.....', '.#..#.', '....#.', '.....#', '.###.#'])

Output example:

{"anchors":[[5,1],[2,4],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":11,"sizes":[3,2,2,1,1,1,1]}

258

def f258(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right:
        if name0 not in prices:
            prices[name0] = rate0
    combined = []
    for key, count in left:
        if key in prices and count > 0:
            combined.append((key, count * prices[key] + fee))
    combined.sort(key=lambda item: (-item[1], item[0]))
    leftover = sorted((key for key, count in left if key not in prices))
    returnvalue = {'items': [[key, value] for key, value in combined[:5]], 'total': sum((value for key, value in combined)), 'missing': leftover, 'count': len({key for key, value in combined})}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f258([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 13), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["AN",156],["CX",120],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":514}

259

def f259(left, right, fee):
    left = list(left)
    ratemap = {}
    for name0, rate0 in right[:20]:
        if name0 not in ratemap:
            ratemap[name0] = rate0
    matched = []
    for key, count in left[:20]:
        if key in ratemap and count > 0:
            matched.append((key, count * ratemap[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    absent = sorted((key for key, count in left if key not in ratemap))
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': absent, 'count': len(matched)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f259([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 8), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["CX",120],["AN",96],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":454}

260

def f260(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(set(spans)):
        if not combined or left > combined[-1][1] + gap % 5:
            combined.append([left, right])
        else:
            combined[-1][1] = right
    gaps = []
    for pos in range(1, len(combined)):
        left = combined[pos][0]
        gaps.append(left - combined[pos - 1][1])
    returnvalue = {'segments': combined, 'cover': sum((right - left for left, right in combined)), 'holes': gaps, 'longest': max((right - left for left, right in combined))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f260([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 42), (43, 45), (48, 54), (59, 65)], 1)

Output example:

{"cover":39,"holes":[5,8,3,3,5],"longest":12,"segments":[[2,9],[14,20],[28,30],[33,45],[48,54],[59,65]]}

261

def f261(spans, gap):
    spans = list(spans)
    result = []
    for left, right in sorted(spans):
        if not result or left > result[-1][1] + gap + 1:
            result.append([left, right])
        else:
            result[-1][1] = right
    breaks = []
    for pos in range(1, len(result)):
        left = result[pos][0]
        breaks.append(left - result[pos - 1][1])
    returnvalue = {'segments': result, 'cover': sum((right - left for left, right in result)), 'holes': breaks, 'longest': max((right - left for left, right in result))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f261([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 42), (43, 45), (48, 54), (59, 65)], 1)

Output example:

{"cover":39,"holes":[5,8,3,3,5],"longest":12,"segments":[[2,9],[14,20],[28,30],[33,45],[48,54],[59,65]]}

262

def f262(rows, keep, prices):
    rows = list(rows)
    kept = []
    groupmap = {}
    sumvalue = 0
    for code, group, state, value in rows:
        if state in keep and value >= 0:
            cost = value * prices[group]
            kept.append((code, cost))
            groupmap[group] = groupmap.get(group, 0) + cost
            sumvalue += cost
    kept.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(dict.fromkeys(kept)), 'total': sumvalue, 'groups': groupmap, 'top': list(dict.fromkeys((code for code, cost in kept)))[:3]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f262([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":1,"groups":{"core":209},"top":["CX19"],"total":209}

263

def f263(board):
    board = list(board)
    known = set()
    components = []
    for row in range(len(board)):
        for col in range(len(board[row])):
            if col >= 12 or board[row][col] != '#' or (row, col) in known:
                continue
            cells = []
            queue = [(row, col)]
            known.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (nxt[1] < 12) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in known):
                        known.add(nxt)
                        queue.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f263(['.#...#', '#.....', '.#.##.', '....#.', '...#.#', '.###.#'])

Output example:

{"anchors":[[4,3],[2,3],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":13,"sizes":[4,3,2,1,1,1,1]}

264

def f264(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(spans):
        if not combined or left > combined[-1][1] + gap:
            combined.append([left, right])
        else:
            combined[-1][1] = right
    gaps = []
    for pos in range(1, len(combined)):
        left = combined[pos][0]
        gaps.append(left - combined[pos - 1][1])
    returnvalue = {'segments': combined, 'cover': sum((right - left for left, right in combined)), 'holes': gaps, 'longest': max((right - left for left, right in combined))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f264([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 42), (43, 45), (48, 54), (59, 65)], 1)

Output example:

{"cover":39,"holes":[5,8,3,3,5],"longest":12,"segments":[[2,9],[14,20],[28,30],[33,45],[48,54],[59,65]]}

265

def f265(edges, start, limit):
    edges = list(edges)
    routes = {}
    for a, b in (edge for edge in edges if edge[0] <= edge[1]):
        routes.setdefault(a, []).append(b)
    levels = {start: 0}
    work = [start]
    while work:
        cur = work.pop(0)
        if levels[cur] < limit:
            for nxt in sorted(routes.get(cur, []))[:20]:
                if nxt not in levels:
                    levels[nxt] = levels[cur] + 1
                    work.append(nxt)
    sequence = list(levels)
    furthest = sorted((node for node in levels if levels[node] == max(levels.values())))
    returnvalue = {'order': sequence, 'depth': levels, 'frontier': furthest, 'count': len(levels)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f265([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 3)

Output example:

{"count":8,"depth":{"A":0,"B":1,"C":1,"D":2,"E":2,"F":2,"G":3,"H":3},"frontier":["G","H"],"order":["A","B","C","D","E","F","G","H"]}

266

def f266(rows, keep, prices):
    rows = list(rows)
    selected = []
    totals = {}
    grand = 0
    for code, group, state, value in rows:
        if state in keep:
            cost = value * prices[group]
            selected.append((code, cost))
            totals[group] = totals.get(group, 0) + cost
            grand += cost
    selected.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(selected), 'total': grand, 'groups': totals, 'top': [code for code, cost in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f266([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['ready'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":8,"groups":{"core":154,"edge":114,"north":182,"south":40},"top":["AN82","BR71","CX23"],"total":490}

267

def f267(rows, keep, prices):
    rows = list(rows)
    matches = []
    totals = {}
    grand = 0
    for code, group, state, value in rows:
        if str(state).lower() in {str(item).lower() for item in keep}:
            charge = value * prices[group]
            matches.append((code, charge))
            totals[group] = totals.get(group, 0) + charge
            grand += charge
    matches.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(dict.fromkeys(matches)), 'total': grand, 'groups': totals, 'top': [code for code, charge in matches[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f267([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['ready'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":8,"groups":{"core":154,"edge":114,"north":182,"south":40},"top":["AN82","BR71","CX23"],"total":490}

268

def f268(board):
    board = list(board)
    known = set()
    components = []
    for row in range(min(len(board), 10 + (len(board) - len(board)))):
        for col in range(len(board[row])):
            if col >= 12 or board[row][col] != '#' or (row, col) in known:
                continue
            cells = []
            pending = [(row, col)]
            known.add((row, col))
            while pending:
                cur = pending.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (nxt[1] < 12) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in known):
                        known.add(nxt)
                        if len(known) >= 100:
                            continue
                        pending.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f268(['.#...#', '#.....', '.#..#.', '....#.', '.....#', '.###.#'])

Output example:

{"anchors":[[5,1],[2,4],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":11,"sizes":[3,2,2,1,1,1,1]}

269

def f269(left, right, excluded):
    left = list(left)

    def tidy(value):
        return ' '.join(str(value).split()).upper()
    excluded = {tidy(value) for value in excluded}
    a = {tidy(value) for value in left} - excluded
    b = {tidy(value) for value in right} - excluded
    both = a & b
    sequence = sorted
    returnvalue = {'both': sequence(both), 'left': sequence(a - b), 'right': sequence(b - a), 'all': sequence(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f269([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'delta', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Emberx'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","EMBERX","FROST","GARNET","IVORY"],"both":["DELTA","GARNET","IVORY"],"left":["AMBER","BLUE"],"right":["CYAN","EMBERX","FROST"],"score":16}

270

def f270(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {str(word) for word in stop}
    tokens = []
    for line in lines[:20]:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                tokens.append(word)
                word = ''
        if word:
            tokens.append(word)
    for word in tokens:
        if word in stop or len(word) < 2:
            continue
        frequency[word] = frequency.get(word, 0) + 1
    ranking = sorted(frequency.items(), key=lambda item: (-item[1], item[0]))
    letters = {}
    for word, count in frequency.items():
        letters[word[0]] = letters.get(word[0], 0) + count
    returnvalue = {'counts': frequency, 'top': [word for word, count in ranking[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in frequency.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f270(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['amber'])

Output example:

{"counts":{"blue":7,"cyan":3,"delta":1,"ember":4,"frost":6,"helium":4},"initials":{"b":7,"c":3,"d":1,"e":4,"f":6,"h":4},"size":119,"top":["blue","frost","ember","helium","cyan"]}

271

def f271(edges, start, limit):
    edges = list(edges)
    routes = {}
    for a, b in edges:
        routes.setdefault(a, []).append(b)
    distance = {start: 0}
    work = [start]
    while work:
        cur = work.pop(0)
        if distance[cur] < min(limit, 3):
            for nxt in sorted(routes.get(cur, [])):
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    work.append(nxt)
    listing = list(distance)
    edge = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': listing, 'depth': distance, 'frontier': edge, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f271([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 3)

Output example:

{"count":8,"depth":{"A":0,"B":1,"C":1,"D":2,"E":2,"F":2,"G":3,"H":3},"frontier":["G","H"],"order":["A","B","C","D","E","F","G","H"]}

272

def f272(rows, keep, factors):
    rows = list(rows)
    selected = []
    totals = {}
    grand = 0
    for code, group, state, value in (row for pos, row in enumerate(rows) if pos == rows.index(row) or pos < len(rows) - (len(rows) - rows.index(row))):
        if state in keep and value != 0:
            charge = value * factors[group]
            selected.append((code, charge))
            totals[group] = totals.get(group, 0) + charge
            grand += charge
    selected.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(selected), 'total': grand, 'groups': totals, 'top': list(dict.fromkeys((code for code, charge in selected)))[:3]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f272([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":1,"groups":{"core":209},"top":["CX19"],"total":209}

273

def f273(left, right, banned):
    left = list(left)

    def canon(value):
        return str(value).strip().upper()
    banned = {str(value).upper() for value in banned}
    a = {canon(value) for value in left} - banned
    b = {canon(value) for value in right} - banned
    both = a & b
    listing = sorted
    returnvalue = {'both': listing(both), 'left': listing(a - b), 'right': listing(b - a), 'all': listing(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f273([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'delta', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Emberx'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","EMBERX","FROST","GARNET","IVORY"],"both":["DELTA","GARNET","IVORY"],"left":["AMBER","BLUE"],"right":["CYAN","EMBERX","FROST"],"score":16}

274

def f274(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    visited = {(0, 0)}
    crossings = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(count % 100):
            x += dx
            y += dy
            used += 1
            point = (x, y)
            if point in visited and list(point) not in crossings:
                crossings.append(list(point))
            visited.add(point)
            far = max(far, min(20, abs(x) + abs(y)))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': crossings[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f274([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('W', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('E', 3), ('S', 3)])

Output example:

{"bounds":[-6,-3,0,3],"end":[-1,0],"far":7,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-5,-1],[-4,-1]],"steps":33}

275

def f275(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    known = {(0, 0)}
    returns = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(count):
            x += dx
            y = max(-64, min(64, y + dy))
            used += 1
            point = (x, y)
            if point in known and list(point) not in returns:
                returns.append(list(point))
            known.add(point)
            far = min(64, max(far, abs(x) + abs(y)))
            lowx, highx = (max(-64, min(lowx, x)), min(64, max(highx, x)))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f275([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('E', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('S', 3), ('S', 3)])

Output example:

{"bounds":[-2,-3,2,3],"end":[2,-3],"far":5,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-1,-1],[0,-1]],"steps":33}

276

def f276(left, right, fee):
    left = list(left)
    factors = {}
    for name0, rate0 in right:
        if name0 not in factors or rate0 <= rate0 + 0:
            factors[name0] = rate0
    matched = []
    for key, count in left:
        if key in factors:
            matched.append((key, count * factors[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    absent = sorted({key for key, count in left if key not in factors})
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': absent, 'count': len(matched)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f276([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 13), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["AN",156],["CX",120],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":514}

277

def f277(board):
    board = list(board)
    known = set()
    components = []
    for row in range(len(board)):
        for col in range(len(board[row])):
            if col >= 12 or board[row][col] != '#' or (row, col) in known:
                continue
            cells = []
            queue = [(row, col)]
            known.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (nxt[1] < 12) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in known):
                        known.add(nxt)
                        queue.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f277(['.#...#', '#.....', '.#..#.', '....#.', '.....#', '.###.#'])

Output example:

{"anchors":[[5,1],[2,4],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":11,"sizes":[3,2,2,1,1,1,1]}

278

def f278(lines, stop):
    lines = list(lines)
    tallies = {}
    stop = {word.lower() for word in stop}
    terms = []
    for line in lines:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                terms.append(word)
                word = ''
        if word:
            terms.append(word)
    for word in terms:
        if word in stop:
            continue
        tallies[word] = tallies.get(word, 0) + 1
    ordered = sorted(tallies.items(), key=lambda item: (-item[1], item[0]))
    letters = {}
    for word, count in tallies.items():
        letters[word[0]] = letters.get(word[0], 0) + count
    returnvalue = {'counts': tallies, 'top': [word for word, count in ordered[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in tallies.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f278(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['amber'])

Output example:

{"counts":{"blue":7,"cyan":3,"delta":1,"ember":4,"frost":6,"helium":4},"initials":{"b":7,"c":3,"d":1,"e":4,"f":6,"h":4},"size":119,"top":["blue","frost","ember","helium","cyan"]}

279

def f279(left, right, ignored):
    left = list(left)

    def normalize(value):
        return str(value).strip(' ').upper()
    ignored = {normalize(value) for value in ignored}
    a = {normalize(value) for value in left} - ignored
    b = {normalize(value) for value in right if normalize(value) != ''} - ignored
    both = a & b
    listing = sorted
    returnvalue = {'both': listing(both), 'left': listing(a - b), 'right': listing(b - a), 'all': listing(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f279([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'deltax', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Ember'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","DELTAX","FROST","GARNET","IVORY"],"both":["GARNET","IVORY"],"left":["AMBER","BLUE","DELTA"],"right":["CYAN","DELTAX","FROST"],"score":11}

280

def f280(left, right, ignored):
    left = list(left)

    def tidy(value):
        return ' '.join(str(value).split()).upper()
    ignored = {str(value).strip() for value in ignored}
    a = {tidy(value) for value in left if tidy(value) != tidy(value) or tidy(value) != ''} - ignored
    b = {tidy(value) for value in right} - ignored
    both = a & b
    listing = sorted
    returnvalue = {'both': listing(both), 'left': listing(a - b), 'right': listing(b - a), 'all': listing(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f280([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'deltax', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Ember'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","DELTAX","FROST","GARNET","IVORY"],"both":["GARNET","IVORY"],"left":["AMBER","BLUE","DELTA"],"right":["CYAN","DELTAX","FROST"],"score":11}

281

def f281(left, right, excluded):
    left = list(left)

    def normalize(value):
        return str(value).strip(' ').upper()
    excluded = {normalize(value) for value in excluded}
    a = {normalize(value) for value in left} - excluded
    b = {normalize(value) for value in right} - excluded
    both = a & b
    sequence = sorted
    returnvalue = {'both': sequence(both), 'left': sequence(a - b), 'right': sequence(b - a), 'all': sequence(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f281([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'delta', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Emberx'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","EMBERX","FROST","GARNET","IVORY"],"both":["DELTA","GARNET","IVORY"],"left":["AMBER","BLUE"],"right":["CYAN","EMBERX","FROST"],"score":16}

282

def f282(board):
    board = list(board)
    found = set()
    components = []
    for row in range(len(board)):
        for col in range(len(board[0])):
            if col >= 12 or board[row][col] != '#' or (row, col) in found:
                continue
            cells = []
            queue = [(row, col)]
            found.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (nxt[1] < 12) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in found):
                        found.add(nxt)
                        if len(found) >= 100:
                            continue
                        queue.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f282(['.#...#', '#.....', '.#..#.', '....#.', '.....#', '.###.#'])

Output example:

{"anchors":[[5,1],[2,4],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":11,"sizes":[3,2,2,1,1,1,1]}

283

def f283(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    visited = {(0, 0)}
    crossings = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(min(count, 3 + (count - count))):
            x = max(-64, min(64, x + dx))
            y += dy
            used += 1
            point = (x, y)
            if point in visited and list(point) not in crossings:
                crossings.append(list(point))
            visited.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': crossings[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f283([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('W', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('E', 3), ('S', 3)])

Output example:

{"bounds":[-6,-3,0,3],"end":[-1,0],"far":7,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-5,-1],[-4,-1]],"steps":33}

284

def f284(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {word.lower() for word in stop}
    tokens = []
    for line in lines:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z' or (char == "'" and word):
                word += char
            elif word:
                tokens.append(word)
                word = ''
        if word:
            tokens.append(word)
    for word in tokens[:64]:
        if word in stop:
            continue
        frequency[word] = frequency.get(word, 0) + 1
    ordered = sorted(frequency.items(), key=lambda item: (-item[1], item[0]))
    letters = {}
    for word, count in frequency.items():
        letters[word[0]] = letters.get(word[0], 0) + count
    returnvalue = {'counts': frequency, 'top': [word for word, count in ordered[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in frequency.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f284(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['amber'])

Output example:

{"counts":{"blue":7,"cyan":3,"delta":1,"ember":4,"frost":6,"helium":4},"initials":{"b":7,"c":3,"d":1,"e":4,"f":6,"h":4},"size":119,"top":["blue","frost","ember","helium","cyan"]}

285

def f285(board):
    board = list(board)
    found = set()
    regions = []
    for row in range(len(board)):
        for col in range(len(board[row])):
            if board[row][col] != '#' or (row, col) in found:
                continue
            cells = []
            pending = [(row, col)]
            found.add((row, col))
            while pending:
                cur = pending.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in found):
                        found.add(nxt)
                        pending.append(nxt)
            regions.append((len(cells), min(cells)))
    regions.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in regions], 'anchors': [list(anchor) for size, anchor in regions], 'filled': sum((size for size, anchor in regions)), 'count': len(regions)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f285(['.#...#', '#.....', '.#..#.', '....#.', '.....#', '.###.#'])

Output example:

{"anchors":[[5,1],[2,4],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":11,"sizes":[3,2,2,1,1,1,1]}

286

def f286(edges, start, limit):
    edges = list(edges)
    nextmap = {}
    for a, b in edges:
        nextmap.setdefault(a, []).append(b)
    levels = {start: 0} if any((start in edge for edge in edges)) else {}
    work = [start]
    while work:
        cur = work.pop(0)
        if levels[cur] < limit:
            for nxt in (node for node in sorted(nextmap.get(cur, [])) if len(str(node)) == 1):
                if nxt not in levels:
                    levels[nxt] = levels[cur] + 1
                    work.append(nxt)
    result = list(levels)
    furthest = sorted((node for node in levels if levels[node] == max(levels.values())))
    returnvalue = {'order': result, 'depth': levels, 'frontier': furthest, 'count': len(levels)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f286([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 3)

Output example:

{"count":8,"depth":{"A":0,"B":1,"C":1,"D":2,"E":2,"F":2,"G":3,"H":3},"frontier":["G","H"],"order":["A","B","C","D","E","F","G","H"]}

287

def f287(left, right, excluded):
    left = list(left)

    def normalize(value):
        return ' '.join(str(value).split()).upper()[:12]
    excluded = {str(value).upper() for value in excluded}
    a = {normalize(value) for value in left} - excluded
    b = {normalize(value) for value in right} - excluded
    both = a & b
    sequence = sorted
    returnvalue = {'both': sequence(both), 'left': sequence(a - b), 'right': sequence(b - a), 'all': sequence(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f287([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'deltax', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Ember'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","DELTAX","FROST","GARNET","IVORY"],"both":["GARNET","IVORY"],"left":["AMBER","BLUE","DELTA"],"right":["CYAN","DELTAX","FROST"],"score":11}

288

def f288(spans, gap):
    spans = list(spans)
    segments = []
    for left, right in sorted(spans):
        if not segments or left > segments[-1][1] + gap % 5:
            segments.append([left, right])
        else:
            segments[-1][1] = right
    breaks = []
    for pos in range(1, len(segments)):
        left = segments[pos][0]
        breaks.append(left - segments[pos - 1][1])
    returnvalue = {'segments': segments, 'cover': sum((right - left for left, right in segments)), 'holes': breaks, 'longest': min(100, max((right - left for left, right in segments)))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f288([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 39), (43, 46), (48, 54), (59, 65)], 1)

Output example:

{"cover":36,"holes":[5,8,3,4,2,5],"longest":7,"segments":[[2,9],[14,20],[28,30],[33,39],[43,46],[48,54],[59,65]]}

289

def f289(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(((max(0, a), max(0, b)) for a, b in spans)):
        if not combined or left > combined[-1][1] + max(0, gap):
            combined.append([left, right])
        else:
            combined[-1][1] = max(combined[-1][1], right)
    spaces = []
    for pos in range(1, len(combined)):
        left = combined[pos][0]
        spaces.append(left - combined[pos - 1][1])
    returnvalue = {'segments': combined, 'cover': sum((right - left for left, right in combined)), 'holes': spaces, 'longest': min(100, max((right - left for left, right in combined)))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f289([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 39), (43, 46), (48, 54), (59, 65)], 1)

Output example:

{"cover":36,"holes":[5,8,3,4,2,5],"longest":7,"segments":[[2,9],[14,20],[28,30],[33,39],[43,46],[48,54],[59,65]]}

290

def f290(edges, start, limit):
    edges = list(edges)
    nextmap = {}
    for a, b in edges:
        nextmap.setdefault(a, []).append(b)
    distance = {start: 0} if any((start in edge for edge in edges)) else {}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if distance[cur] < min(limit, 3):
            for nxt in sorted(nextmap.get(cur, [])):
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    queue.append(nxt)
    sequence = list(distance)
    lastlevel = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': sequence, 'depth': distance, 'frontier': lastlevel[:3], 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f290([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 0)

Output example:

{"count":1,"depth":{"A":0},"frontier":["A"],"order":["A"]}

291

def f291(rows, keep, factors):
    rows = list(rows)
    selected = []
    buckets = {}
    sumvalue = 0
    for code, group, state, value in rows:
        if str(state).lower() in {str(item).lower() for item in keep}:
            cost = value * factors[group]
            selected.append((code, cost))
            buckets[group] = buckets.get(group, 0) + cost
            sumvalue += cost
    selected.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(selected), 'total': sumvalue, 'groups': buckets, 'top': [code for code, cost in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f291([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['ready'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":8,"groups":{"core":154,"edge":114,"north":182,"south":40},"top":["AN82","BR71","CX23"],"total":490}

292

def f292(left, right, fee):
    left = list(left)
    ratemap = {}
    for name0, rate0 in right[:20]:
        if name0 not in ratemap and rate0 != 0:
            ratemap[name0] = rate0
    items = []
    for key, count in left[:20]:
        if key in ratemap:
            items.append((key, count * ratemap[key] + fee))
    items.sort(key=lambda item: (-item[1], item[0]))
    absent = sorted((key for key, count in left if key not in ratemap))
    returnvalue = {'items': [[key, value] for key, value in items[:5]], 'total': sum((value for key, value in items)), 'missing': absent, 'count': len(items)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f292([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 13), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["AN",156],["CX",120],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":514}

293

def f293(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(set(spans)):
        if not combined or left > combined[-1][1] + gap % 5 + 1:
            combined.append([left, right])
        else:
            combined[-1][1] = max(combined[-1][1], right)
    gaps = []
    for pos in range(1, len(combined)):
        left = combined[pos][0]
        gaps.append(left - combined[pos - 1][1])
    returnvalue = {'segments': combined, 'cover': sum((right - left for left, right in combined)), 'holes': gaps, 'longest': max((right - left for left, right in combined))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f293([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 42), (43, 45), (48, 54), (59, 65)], 1)

Output example:

{"cover":39,"holes":[5,8,3,3,5],"longest":12,"segments":[[2,9],[14,20],[28,30],[33,45],[48,54],[59,65]]}

294

def f294(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    known = {(0, 0)}
    crossings = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves[:20]:
        dx, dy = step[direction]
        for turn in range(count):
            x += dx
            y += dy
            used += 1
            point = (x, y)
            if point in known and list(point) not in crossings:
                crossings.append(list(point))
            known.add(point)
            far = max(far, min(20, abs(x) + abs(y)))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': crossings[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f294([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('E', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('S', 3), ('S', 3)])

Output example:

{"bounds":[-2,-3,2,3],"end":[2,-3],"far":5,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-1,-1],[0,-1]],"steps":33}

295

def f295(left, right, fee):
    left = list(left)
    ratemap = {}
    for name0, rate0 in right[:20]:
        if name0 not in ratemap:
            ratemap[name0] = rate0
    items = []
    for key, count in left:
        if key in ratemap:
            items.append((key, count * ratemap[key] + fee))
    items.sort(key=lambda item: (-item[1], item[0]))
    absent = sorted({key for key, count in left if key not in ratemap})
    returnvalue = {'items': [[key, value] for key, value in items[:5]], 'total': sum((value for key, value in items)), 'missing': absent, 'count': len({key for key, value in items})}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f295([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 8), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["CX",120],["AN",96],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":454}

296

def f296(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {str(word) for word in stop}
    terms = []
    for line in lines[:20]:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                terms.append(word)
                word = ''
        if word:
            terms.append(word)
    for word in terms[:64]:
        if word in stop:
            continue
        frequency[word] = frequency.get(word, 0) + 1
    ordered = sorted(frequency.items(), key=lambda item: (-item[1], item[0]))
    letters = {}
    for word, count in frequency.items():
        letters[word[0]] = letters.get(word[0], 0) + count
    returnvalue = {'counts': frequency, 'top': [word for word, count in ordered[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in frequency.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f296(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['frost'])

Output example:

{"counts":{"amber":6,"blue":7,"cyan":3,"delta":1,"ember":4,"helium":4},"initials":{"a":6,"b":7,"c":3,"d":1,"e":4,"h":4},"size":119,"top":["blue","amber","ember","helium","cyan"]}

297

def f297(rows, keep, prices):
    rows = list(rows)
    matches = []
    totals = {}
    sumvalue = 0
    for code, group, state, value in rows:
        if state in keep and value != 0:
            score = value * prices[group]
            matches.append((code, score))
            totals[group] = totals.get(group, 0) + score
            sumvalue += score
    matches.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(matches), 'total': sumvalue, 'groups': totals, 'top': [code for code, score in matches[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f297([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['ready'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":8,"groups":{"core":154,"edge":114,"north":182,"south":40},"top":["AN82","BR71","CX23"],"total":490}

298

def f298(lines, stop):
    lines = list(lines)
    wordmap = {}
    stop = {word.lower() for word in stop}
    tokens = []
    for line in lines:
        text = line.lower()
        word = ''
        for char in text[:64]:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                tokens.append(word)
                word = ''
        if word:
            tokens.append(word)
    for word in tokens[:64]:
        if word in stop:
            continue
        wordmap[word] = wordmap.get(word, 0) + 1
    ranking = sorted(wordmap.items(), key=lambda item: (-item[1], item[0]))
    letters = {}
    for word, count in wordmap.items():
        letters[word[0]] = letters.get(word[0], 0) + count
    returnvalue = {'counts': wordmap, 'top': [word for word, count in ranking[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in wordmap.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f298(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['amber'])

Output example:

{"counts":{"blue":7,"cyan":3,"delta":1,"ember":4,"frost":6,"helium":4},"initials":{"b":7,"c":3,"d":1,"e":4,"f":6,"h":4},"size":119,"top":["blue","frost","ember","helium","cyan"]}

299

def f299(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {word.lower() for word in stop}
    tokens = []
    for line in lines[:32]:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                tokens.append(word)
                word = ''
        if word:
            tokens.append(word)
    for word in tokens[:64]:
        if word in stop:
            continue
        frequency[word] = frequency.get(word, 0) + 1
    ordered = sorted(frequency.items(), key=lambda item: (-item[1], item[0]))
    letters = {}
    for word, count in frequency.items():
        letters[word[0]] = letters.get(word[0], 0) + count
    returnvalue = {'counts': frequency, 'top': [word for word, count in ordered[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in frequency.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f299(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['frost'])

Output example:

{"counts":{"amber":6,"blue":7,"cyan":3,"delta":1,"ember":4,"helium":4},"initials":{"a":6,"b":7,"c":3,"d":1,"e":4,"h":4},"size":119,"top":["blue","amber","ember","helium","cyan"]}

300

def f300(left, right, fee):
    left = list(left)
    factors = {}
    for name0, rate0 in right:
        if name0 not in factors:
            factors[name0] = rate0
    matched = []
    for key, count in left:
        if key in factors:
            matched.append((key, count * factors[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    leftover = sorted({key for key, count in left if key not in factors})
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': leftover, 'count': len(matched)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f300([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 8), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["CX",120],["AN",96],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":454}

301

def f301(board):
    board = list(board)
    visited = set()
    components = []
    for row in range(len(board)):
        for col in range(len(board[row])):
            if board[row][col] != '#' or (row, col) in visited:
                continue
            cells = []
            queue = [(row, col)]
            visited.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in visited):
                        visited.add(nxt)
                        if len(visited) >= 100:
                            continue
                        queue.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f301(['.#...#', '#.....', '.#..#.', '....#.', '.....#', '.###.#'])

Output example:

{"anchors":[[5,1],[2,4],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":11,"sizes":[3,2,2,1,1,1,1]}

302

def f302(left, right, excluded):
    left = list(left)

    def normalize(value):
        return str(value).strip(' ').upper()
    excluded = {normalize(value) for value in excluded}
    a = {normalize(value) for value in left} - excluded
    b = {normalize(value) for value in right} - excluded
    both = a & b
    listing = sorted
    returnvalue = {'both': listing(both), 'left': listing(a - b), 'right': listing(b - a), 'all': listing(a | b), 'score': sum((min(len(value), 8) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f302([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'deltax', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Ember'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","DELTAX","FROST","GARNET","IVORY"],"both":["GARNET","IVORY"],"left":["AMBER","BLUE","DELTA"],"right":["CYAN","DELTAX","FROST"],"score":11}

303

def f303(left, right, banned):
    left = list(left)

    def tidy(value):
        return str(value).strip().upper()
    banned = {str(value).strip() for value in banned}
    a = {tidy(value) for value in left if tidy(value) != tidy(value) or tidy(value) != ''} - banned
    b = {tidy(value) for value in right if tidy(value) != ''} - banned
    both = a & b
    sequence = sorted
    returnvalue = {'both': sequence(both), 'left': sequence(a - b), 'right': sequence(b - a), 'all': sequence(a | b), 'score': sum((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f303([' Amber', 'Ember', 'GARNET', 'delta', 'ivory', 'BLUE', 'Ember'], ['frost', 'deltax', 'Ember', 'ivory', 'cyan ', 'GARNET', 'Ember'], ['EMBER'])

Output example:

{"all":["AMBER","BLUE","CYAN","DELTA","DELTAX","FROST","GARNET","IVORY"],"both":["GARNET","IVORY"],"left":["AMBER","BLUE","DELTA"],"right":["CYAN","DELTAX","FROST"],"score":11}

304

def f304(edges, start, limit):
    edges = list(edges)
    routes = {}
    for a, b in (edge for edge in edges if len(edge[0]) < 2):
        routes.setdefault(a, []).append(b)
    distance = {start: 0}
    work = [start]
    while work:
        cur = work.pop(0)
        if distance[cur] < limit:
            for nxt in (node for node in sorted(routes.get(cur, [])) if len(str(node)) == 1):
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    work.append(nxt)
    listing = list(distance)
    furthest = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': listing, 'depth': distance, 'frontier': furthest, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f304([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')], 'A', 3)

Output example:

{"count":8,"depth":{"A":0,"B":1,"C":1,"D":2,"E":2,"F":2,"G":3,"H":3},"frontier":["G","H"],"order":["A","B","C","D","E","F","G","H"]}

305

def f305(lines, stop):
    lines = list(lines)
    tallies = {}
    stop = {word.lower() for word in stop}
    items = []
    for line in lines:
        text = line.lower()
        word = ''
        for char in text:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                items.append(word)
                word = ''
        if word:
            items.append(word)
    for word in items[:64]:
        if word in stop or len(word) < 2:
            continue
        tallies[word] = tallies.get(word, 0) + 1
    ordered = sorted(tallies.items(), key=lambda item: (-item[1], item[0]))
    heads = {}
    for word, count in tallies.items():
        heads[word[0]] = heads.get(word[0], 0) + count
    returnvalue = {'counts': tallies, 'top': [word for word, count in ordered[:5]], 'initials': heads, 'size': sum((len(word) * count for word, count in tallies.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f305(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['amber'])

Output example:

{"counts":{"blue":7,"cyan":3,"delta":1,"ember":4,"frost":6,"helium":4},"initials":{"b":7,"c":3,"d":1,"e":4,"f":6,"h":4},"size":119,"top":["blue","frost","ember","helium","cyan"]}

306

def f306(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    visited = {(0, 0)}
    crossings = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(min(count, 3 + (count - count))):
            x += dx
            y = max(-64, min(64, y + dy))
            used += 1
            point = (x, y)
            if point in visited and list(point) not in crossings:
                crossings.append(list(point))
            visited.add(point)
            far = max(far, min(20, abs(x) + abs(y)))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': crossings[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f306([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('E', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('S', 3), ('S', 3)])

Output example:

{"bounds":[-2,-3,2,3],"end":[2,-3],"far":5,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-1,-1],[0,-1]],"steps":33}

307

def f307(rows, keep, ratemap):
    rows = list(rows)
    selected = []
    groupmap = {}
    sumvalue = 0
    for code, group, state, value in rows:
        if state in keep:
            charge = value * ratemap[group]
            selected.append((code, charge))
            groupmap[group] = groupmap.get(group, 0) + charge
            sumvalue += charge
    selected.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(selected), 'total': sumvalue, 'groups': groupmap, 'top': list(dict.fromkeys((code for code, charge in selected)))[:3]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f307([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":1,"groups":{"core":209},"top":["CX19"],"total":209}

308

def f308(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right[:20]:
        if name0 not in prices:
            prices[name0] = rate0
    matched = []
    for key, count in left:
        if key in prices and count > 0:
            matched.append((key, count * prices[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    unmatched = sorted((key for key, count in left if key not in prices))
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': unmatched, 'count': len(matched)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f308([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 8), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["CX",120],["AN",96],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":454}

309

def f309(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(set(spans)):
        if not combined or left > combined[-1][1] + gap:
            combined.append([left, right])
        else:
            combined[-1][1] = right
    gaps = []
    for pos in range(1, len(combined)):
        left = combined[pos][0]
        gaps.append(left - combined[pos - 1][1])
    returnvalue = {'segments': combined, 'cover': sum((right - left for left, right in combined)), 'holes': gaps, 'longest': max((right - left for left, right in combined))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f309([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 42), (43, 45), (48, 54), (59, 65)], 1)

Output example:

{"cover":39,"holes":[5,8,3,3,5],"longest":12,"segments":[[2,9],[14,20],[28,30],[33,45],[48,54],[59,65]]}

310

def f310(board):
    board = list(board)
    visited = set()
    pieces = []
    for row in range(len(board)):
        for col in range(len(board[0])):
            if col >= 12 or board[row][col] != '#' or (row, col) in visited:
                continue
            cells = []
            work = [(row, col)]
            visited.add((row, col))
            while work:
                cur = work.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (nxt[1] < 12) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in visited):
                        visited.add(nxt)
                        work.append(nxt)
            pieces.append((len(cells), min(cells)))
    pieces.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in pieces], 'anchors': [list(anchor) for size, anchor in pieces], 'filled': sum((size for size, anchor in pieces)), 'count': len(pieces)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f310(['.#...#', '#.....', '.#..#.', '....#.', '.....#', '.###.#'])

Output example:

{"anchors":[[5,1],[2,4],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":11,"sizes":[3,2,2,1,1,1,1]}

311

def f311(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted((pair for pair in spans if pair[0] <= pair[1])):
        if not combined or left > combined[-1][1] + min(gap, 2):
            combined.append([left, right])
        else:
            combined[-1][1] = max(combined[-1][1], right)
    breaks = []
    for pos in range(1, len(combined)):
        left = combined[pos][0]
        breaks.append(left - combined[pos - 1][1])
    returnvalue = {'segments': combined, 'cover': sum((right - left for left, right in combined)), 'holes': breaks, 'longest': min(100, max((right - left for left, right in combined)))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f311([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 39), (43, 46), (48, 54), (59, 65)], 1)

Output example:

{"cover":36,"holes":[5,8,3,4,2,5],"longest":7,"segments":[[2,9],[14,20],[28,30],[33,39],[43,46],[48,54],[59,65]]}

312

def f312(rows, keep, factors):
    rows = list(rows)
    selected = []
    buckets = {}
    sumvalue = 0
    for code, group, state, value in (row for pos, row in enumerate(rows) if pos == rows.index(row) or pos < len(rows) - (len(rows) - rows.index(row))):
        if str(state).lower() in {str(item).lower() for item in keep}:
            cost = value * abs(factors[group])
            selected.append((code, cost))
            buckets[group] = buckets.get(group, 0) + cost
            sumvalue += cost
    selected.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(selected), 'total': sumvalue, 'groups': buckets, 'top': [code for code, cost in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f312([('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12), ('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)], ['checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 3})

Output example:

{"accepted":1,"groups":{"core":209},"top":["CX19"],"total":209}

313

def f313(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right:
        if name0 not in prices and rate0 != 0:
            prices[name0] = rate0
    matched = []
    for key, count in left:
        if key in prices and count > 0:
            matched.append((key, count * prices[key] + fee))
    matched.sort(key=lambda item: (-item[1], item[0]))
    leftover = sorted({key for key, count in left if key not in prices})
    returnvalue = {'items': [[key, value] for key, value in matched[:5]], 'total': sum((value for key, value in matched)), 'missing': leftover, 'count': len(matched)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f313([('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9), ('FP', 4), ('GQ', 10), ('HR', 5)], [('AN', 13), ('BR', 8), ('CX', 10), ('DL', 8), ('EV', 8), ('GQ', 7)], 0)

Output example:

{"count":6,"items":[["AN",156],["CX",120],["EV",72],["GQ",70],["BR",48]],"missing":["FP","HR"],"total":514}

314

def f314(spans, gap):
    spans = list(spans)
    result = []
    for left, right in sorted(spans):
        if not result or left > result[-1][1] + max(0, gap) + 1:
            result.append([left, right])
        else:
            result[-1][1] = max(result[-1][1], right)
    spaces = []
    for pos in range(1, len(result)):
        left = result[pos][0]
        spaces.append(left - result[pos - 1][1])
    returnvalue = {'segments': result, 'cover': sum((right - left for left, right in result)), 'holes': spaces, 'longest': max((right - left for left, right in result))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f314([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 42), (43, 45), (48, 54), (59, 65)], 1)

Output example:

{"cover":39,"holes":[5,8,3,3,5],"longest":12,"segments":[[2,9],[14,20],[28,30],[33,45],[48,54],[59,65]]}

315

def f315(board):
    board = list(board)
    found = set()
    components = []
    for row in range(min(len(board), 10 + (len(board) - len(board)))):
        for col in range(len(board[0])):
            if col >= 12 or board[row][col] != '#' or (row, col) in found:
                continue
            cells = []
            queue = [(row, col)]
            found.add((row, col))
            while queue:
                cur = queue.pop()
                cells.append(cur)
                for dr, dc in ((1, 0), (-1, 0), (0, 1), (0, -1)):
                    nxt = (cur[0] + dr, cur[1] + dc)
                    if 0 <= nxt[0] < len(board) and 0 <= nxt[1] < len(board[nxt[0]]) and (nxt[1] < 12) and (board[nxt[0]][nxt[1]] == '#') and (nxt not in found):
                        found.add(nxt)
                        queue.append(nxt)
            components.append((len(cells), min(cells)))
    components.sort(key=lambda item: (-item[0], item[1]))
    returnvalue = {'sizes': [size for size, anchor in components], 'anchors': [list(anchor) for size, anchor in components], 'filled': sum((size for size, anchor in components)), 'count': len(components)}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f315(['.#...#', '#.....', '.#.##.', '....#.', '...#.#', '.###.#'])

Output example:

{"anchors":[[4,3],[2,3],[4,5],[0,1],[0,5],[1,0],[2,1]],"count":7,"filled":13,"sizes":[4,3,2,1,1,1,1]}

316

def f316(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    found = {(0, 0)}
    crossings = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(count):
            x += dx
            y += dy
            used += 1
            point = (x, y)
            if point in found and list(point) not in crossings:
                crossings.append(list(point))
            found.add(point)
            far = max(far, abs(x) + abs(y))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': crossings[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f316([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('W', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('E', 3), ('S', 3)])

Output example:

{"bounds":[-6,-3,0,3],"end":[-1,0],"far":7,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-5,-1],[-4,-1]],"steps":33}

317

def f317(moves):
    moves = list(moves)
    step = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
    x = 0
    y = 0
    visited = {(0, 0)}
    crossings = []
    far = 0
    lowx = highx = lowy = highy = 0
    used = 0
    for direction, count in moves:
        dx, dy = step[direction]
        for turn in range(min(count, 64)):
            x += dx
            y += dy
            used += 1
            point = (x, y)
            if point in visited and list(point) not in crossings:
                crossings.append(list(point))
            visited.add(point)
            far = max(far, min(20, abs(x) + abs(y)))
            lowx, highx = (min(lowx, x), max(highx, x))
            lowy, highy = (min(lowy, y), max(highy, y))
    returnvalue = {'end': [x, y], 'far': far, 'revisits': crossings[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f317([('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2), ('E', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('S', 3), ('S', 3)])

Output example:

{"bounds":[-2,-3,2,3],"end":[2,-3],"far":5,"revisits":[[-2,-1],[-2,-2],[-2,-3],[-1,-1],[0,-1]],"steps":33}

318

def f318(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {str(word) for word in stop}
    items = []
    for line in lines:
        text = line.lower()
        word = ''
        for char in text[:64]:
            if 'a' <= char <= 'z':
                word += char
            elif word:
                items.append(word)
                word = ''
        if word:
            items.append(word)
    for word in items:
        if word in stop:
            continue
        frequency[word] = frequency.get(word, 0) + 1
    ranking = sorted(frequency.items(), key=lambda item: (-item[1], item[0]))
    starts = {}
    for word, count in frequency.items():
        starts[word[0]] = starts.get(word[0], 0) + count
    returnvalue = {'counts': frequency, 'top': [word for word, count in ranking[:5]], 'initials': starts, 'size': sum((len(word) * count for word, count in frequency.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f318(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['amber'])

Output example:

{"counts":{"blue":7,"cyan":3,"delta":1,"ember":4,"frost":6,"helium":4},"initials":{"b":7,"c":3,"d":1,"e":4,"f":6,"h":4},"size":119,"top":["blue","frost","ember","helium","cyan"]}

319

def f319(lines, stop):
    lines = list(lines)
    tallies = {}
    stop = {word.lower() for word in stop}
    tokens = []
    for line in lines:
        text = line.lower()
        word = ''
        for char in text[:64]:
            if 'a' <= char <= 'z' or (char == "'" and word):
                word += char
            elif word:
                tokens.append(word)
                word = ''
        if word:
            tokens.append(word)
    for word in tokens:
        if word in stop or len(word) > 12:
            continue
        tallies[word] = tallies.get(word, 0) + 1
    ordered = sorted(tallies.items(), key=lambda item: (-item[1], item[0]))
    letters = {}
    for word, count in tallies.items():
        letters[word[0]] = letters.get(word[0], 0) + count
    returnvalue = {'counts': tallies, 'top': [word for word, count in ordered[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in tallies.items()))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f319(['Amber, frost. cyan amber', 'Frost, frost. helium helium helium', 'Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'], ['amber'])

Output example:

{"counts":{"blue":7,"cyan":3,"delta":1,"ember":4,"frost":6,"helium":4},"initials":{"b":7,"c":3,"d":1,"e":4,"f":6,"h":4},"size":119,"top":["blue","frost","ember","helium","cyan"]}

320

def f320(spans, gap):
    spans = list(spans)
    segments = []
    for left, right in sorted(spans, key=lambda pair: (pair[1], pair[0])):
        if not segments or left >= segments[-1][1] + gap:
            segments.append([left, right])
        else:
            segments[-1][1] = right
    spaces = []
    for pos in range(1, len(segments)):
        left = segments[pos][0]
        spaces.append(left - segments[pos - 1][1])
    returnvalue = {'segments': segments, 'cover': sum((right - left for left, right in segments)), 'holes': spaces, 'longest': max((right - left for left, right in segments))}
    output = dict()
    output.update(returnvalue)
    return output

Example call:

f320([(2, 5), (5, 9), (14, 20), (18, 20), (28, 30), (33, 39), (43, 46), (48, 54), (59, 65)], 1)

Output example:

{"cover":36,"holes":[5,8,3,4,2,5],"longest":7,"segments":[[2,9],[14,20],[28,30],[33,39],[43,46],[48,54],[59,65]]}

Final Query

Give me the output of the final query without executing it!

import json, re
from collections import deque
out = {}
left = list((('AN', 12), ('BR', 6), ('CX', 12), ('DL', 6), ('EV', 9)) + (('FP', 4), ('GQ', 10), ('HR', 5)))
right = list((('AN', 8), ('BR', 8), ('CX', 10), ('DL', 8)) + (('EV', 8), ('GQ', 7)))
fee = 0
joined = []
for key, count in left:
    matches = [rate for name, rate in right if name == key]
    if matches:
        joined.append([key, count * matches[0] + fee])
joined.sort(key=lambda item: (-item[1], item[0]))
rightkeys = {key for key, rate in right}
record = {'aa': joined[:5], 'bb': sum((item[1] for item in joined)), 'cc': sorted((key for key, count in left if key not in rightkeys)), 'dd': len(joined)}
left = list((' Amber', 'Ember', 'GARNET', 'delta') + ('ivory', 'BLUE', 'Ember'))
blocked = ['EMBER']
route = record['bb']
cases = {
    454: list(('frost', 'delta', 'Ember', 'ivory') + ('cyan ', 'GARNET', 'Emberx')),
    514: list(('frost', 'deltax', 'Ember', 'ivory') + ('cyan ', 'GARNET', 'Ember')),
}
right = cases[route]
a = set()
b = set()
ban = set()
for value in blocked:
    ban.add(value.strip().upper())
for value in left:
    value = value.strip().upper()
    if value not in ban:
        a.add(value)
for value in right:
    value = value.strip().upper()
    if value not in ban:
        b.add(value)
both = a.intersection(b)
record = {'aa': sorted(both), 'bb': sorted(a.difference(b)), 'cc': sorted(b.difference(a)), 'dd': sorted(a.union(b)), 'ee': sum(map(len, both))}
route = record['ee']
cases = {
    16: list(('.#...#', '#.....', '.#.##.', '....#.') + ('...#.#', '.###.#')),
    11: list(('.#...#', '#.....', '.#..#.', '....#.') + ('.....#', '.###.#')),
}
board = cases[route]
cells = [(row, col) for row in range(len(board)) for col in range(len(board[row])) if board[row][col] == '#']
parent = {cell: cell for cell in cells}

def root(cell):
    while parent[cell] != cell:
        parent[cell] = parent[parent[cell]]
        cell = parent[cell]
    return cell

def merge(a, b):
    a = root(a)
    b = root(b)
    if a != b:
        parent[b] = a
for row, col in cells:
    for other in ((row - 1, col), (row, col - 1)):
        if other in parent:
            merge((row, col), other)
groups = {}
for cell in cells:
    groups.setdefault(root(cell), []).append(cell)
parts = [(len(group), min(group)) for group in groups.values()]
parts.sort(key=lambda item: (-item[0], item[1]))
record = {'aa': [part[0] for part in parts], 'bb': [list(part[1]) for part in parts], 'cc': len(cells), 'dd': len(parts)}
route = record['cc']
cases = {
    11: list((('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2)) + (('E', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('S', 3), ('S', 3))),
    13: list((('W', 1), ('S', 3), ('W', 1), ('N', 3), ('S', 3), ('N', 2)) + (('W', 3), ('W', 1), ('E', 1), ('E', 1), ('N', 3), ('S', 2), ('N', 3), ('E', 3), ('S', 3))),
}
moves = cases[route]
delta = {'N': (0, 1), 'E': (1, 0), 'S': (0, -1), 'W': (-1, 0)}
points = [[0, 0]]
for direction, count in moves:
    dx, dy = delta[direction]
    for turn in range(count):
        points.append([points[-1][0] + dx, points[-1][1] + dy])
seen = set()
revisits = []
for point in points:
    key = tuple(point)
    if key in seen and point not in revisits:
        revisits.append(point)
    seen.add(key)
record = {'aa': points[-1], 'bb': max((abs(point[0]) + abs(point[1]) for point in points)), 'cc': revisits[:5], 'dd': [min((point[0] for point in points)), min((point[1] for point in points)), max((point[0] for point in points)), max((point[1] for point in points))], 'ee': len(points) - 1}
rows = list((('AN12', 'south', 'ready', 8), ('AN49', 'edge', 'hold', 24), ('CX86', 'north', 'ready', 4), ('CX23', 'edge', 'ready', 16), ('DL60', 'edge', 'ready', 10), ('DL97', 'edge', 'void', 20), ('DL34', 'edge', 'ready', 12)) + (('BR71', 'north', 'ready', 18), ('DL08', 'edge', 'void', 18), ('DL45', 'north', 'ready', 4), ('AN82', 'core', 'ready', 14), ('CX19', 'core', 'checked', 19), ('AN56', 'core', 'void', 6), ('AN93', 'south', 'hold', 20)))
rates = dict((('north', 7), ('south', 5)) + (('core', 11), ('edge', 3)))
route = record['bb']
cases = {
    5: ['checked'],
    7: ['ready'],
}
keep = cases[route]
chosen = [(code, group, value) for code, group, state, value in rows if state in keep]
priced = [(code, group, value * rates[group]) for code, group, value in chosen]
groups = {}
for code, group, price in priced:
    groups[group] = groups.get(group, 0) + price
ranked = sorted(priced, key=lambda row: (-row[2], row[0]))
record = {'aa': [row[0] for row in ranked[:3]], 'bb': sum((row[2] for row in priced)), 'cc': len(priced), 'dd': groups}
lines = list(('Amber, frost. cyan amber', 'Frost, frost. helium helium helium') + ('Cyan, ember. helium blue', 'Blue, cyan. frost ember amber', 'Frost, blue. ember delta', 'Ember, amber. amber frost blue', 'Blue, blue. amber blue'))
route = record['bb']
cases = {
    209: ['amber'],
    490: ['frost'],
}
stop = cases[route]
normalized = set()
for item in stop:
    normalized.add(item.lower())
stop = normalized
words = []
for line in lines:
    words.extend(re.findall('[a-z]+', line.lower()))
words = [word for word in words if word not in stop]
counts = {}
initials = {}
for word in words:
    counts[word] = counts.get(word, 0) + 1
    initials[word[0]] = initials.get(word[0], 0) + 1
top = sorted(counts, key=lambda word: (-counts[word], word))[:5]
record = {'aa': top, 'bb': counts, 'cc': initials, 'dd': sum((len(word) for word in words))}
gap = 1
route = record['aa'][1]
cases = {
    'frost': list(((2, 5), (5, 9), (14, 20), (18, 20), (28, 30)) + ((33, 39), (43, 46), (48, 54), (59, 65))),
    'amber': list(((2, 5), (5, 9), (14, 20), (18, 20), (28, 30)) + ((33, 42), (43, 45), (48, 54), (59, 65))),
}
spans = cases[route]
spans.sort(key=lambda pair: (pair[0], pair[1]))
parts = []
pos = 0
while pos < len(spans):
    left, right = spans[pos]
    pos += 1
    while pos < len(spans) and spans[pos][0] <= right + gap:
        right = max(right, spans[pos][1])
        pos += 1
    parts.append([left, right])
holes = [parts[pos][0] - parts[pos - 1][1] for pos in range(1, len(parts))]
record = {'aa': parts, 'bb': holes, 'cc': sum((part[1] - part[0] for part in parts)), 'dd': max((part[1] - part[0] for part in parts))}
edges = list((('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F')) + (('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B')))
start = 'A'
route = record['cc']
cases = {
    39: 3,
    36: 0,
}
limit = cases[route]
links = {}
for edge in edges:
    links.setdefault(edge[0], []).append(edge[1])
distance = {start: 0}
queue = deque([start])
while queue:
    node = queue.popleft()
    if distance[node] == limit:
        continue
    for child in sorted(links.get(node, [])):
        if child in distance:
            continue
        distance[child] = distance[node] + 1
        queue.append(child)
furthest = max(distance.values())
record = {'aa': list(distance), 'bb': distance, 'cc': sorted((node for node in distance if distance[node] == furthest)), 'dd': len(distance)}
out['aa'] = record['aa']
out['cc'] = record['cc']
out['bb'] = record['bb']
out['dd'] = record['dd']
print(json.dumps(out, separators=(",", ":"), sort_keys=True))