tasks/program-execution-tracing/contexts/sample-00027.md

001

def f1(lines, stop):
    lines = list(lines)
    wordmap = {}
    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:
            continue
        wordmap[word] = wordmap.get(word, 0) + 1
    ranking = sorted(wordmap.items(), key=lambda item: (-item[1], item[0]))
    starts = {}
    for word, count in wordmap.items():
        starts[word[0]] = starts.get(word[0], 0) + count
    returnvalue = {'counts': wordmap, 'top': [word for word, count in ranking[:5]], 'initials': starts, 'size': sum((len(word) * count for word, count in wordmap.items()))}
    output = dict()
    output.update(returnvalue)
    return output

f1(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['blue'])

{"counts":{"amber":3,"cyan":5,"delta":4,"ember":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"c":5,"d":4,"e":4,"f":1,"g":6,"h":5},"size":146,"top":["garnet","cyan","helium","delta","ember"]}

002

def f2(lines, stop):
    lines = list(lines)
    wordmap = {}
    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
        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

f2(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['blue'])

{"counts":{"amber":3,"cyan":5,"delta":4,"ember":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"c":5,"d":4,"e":4,"f":1,"g":6,"h":5},"size":146,"top":["garnet","cyan","helium","delta","ember"]}

003

def f3(rows, keep, prices):
    rows = list(rows)
    matches = []
    buckets = {}
    grand = 0
    for code, group, state, value in rows:
        if state in keep:
            charge = value * abs(prices[group])
            matches.append((code, charge))
            buckets[group] = buckets.get(group, 0) + charge
            grand += charge
    matches.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(matches), 'total': grand, 'groups': buckets, 'top': [code for code, charge in matches[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f3([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 10, 'south': 5, 'core': 11, 'edge': 3})

{"accepted":12,"groups":{"core":330,"edge":108,"north":590,"south":80},"top":["AN01","BR53","BR79"],"total":1108}

004

def f4(rows, keep, ratemap):
    rows = list(rows)
    selected = []
    totals = {}
    amount = 0
    for code, group, state, value in rows:
        if state in keep:
            cost = value * ratemap[group]
            selected.append((code, cost))
            totals[group] = totals.get(group, 0) + cost
            amount += cost
    selected.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(dict.fromkeys(selected)), 'total': amount, 'groups': totals, 'top': list(dict.fromkeys((code for code, cost in selected)))[:3]}
    output = dict()
    output.update(returnvalue)
    return output

f4([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 5})

{"accepted":12,"groups":{"core":330,"edge":180,"north":413,"south":80},"top":["BR79","DL42","AN01"],"total":1003}

005

def f5(left, right, fee):
    left = list(left)
    ratemap = {}
    for name0, rate0 in right:
        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

f5([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10), ('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",104],["AN",67],["CX",64],["GQ",48],["BR",16]],"missing":["EV","FP","HR"],"total":299}

006

def f6(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)
                        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

f6(['.####.', '##...#', '...#..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[2,3],[0,1],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[10,6,1,1,1]}

007

def f7(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right:
        if name0 not in prices:
            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]))
    absent = 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': absent, 'count': len({key for key, value in items})}
    output = dict()
    output.update(returnvalue)
    return output

f7([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 11), ('EV', 8), ('FP', 6), ('GQ', 7), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",114],["AN",67],["CX",64],["GQ",32],["BR",16]],"missing":["EV","FP","HR"],"total":293}

008

def f8(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
    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

f8(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['blue'])

{"counts":{"amber":3,"cyan":5,"delta":4,"ember":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"c":5,"d":4,"e":4,"f":1,"g":6,"h":5},"size":146,"top":["garnet","cyan","helium","delta","ember"]}

009

def f9(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:
            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) < 2:
            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

f9(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['ember'])

{"counts":{"amber":3,"blue":3,"cyan":5,"delta":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"b":3,"c":5,"d":4,"f":1,"g":6,"h":5},"size":138,"top":["garnet","cyan","helium","delta","amber"]}

010

def f10(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 if normalize(value) != normalize(value) or normalize(value) != ''} - excluded
    b = {normalize(value) for value in right if normalize(value) != ''} - 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

f10(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUE', 'cyanx', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","CYAN","CYANX","DELTA","FROST","HELIUM","IVORY"],"both":["BLUE","FROST","IVORY"],"left":["CYAN","DELTA"],"right":["AMBER","CYANX","HELIUM"],"score":14}

011

def f11(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(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

f11([(2, 9), (5, 10), (14, 24), (18, 24), (28, 34), (33, 36), (43, 47), (48, 50), (59, 61)], 1)

{"cover":35,"holes":[4,4,7,9],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,50],[59,61]]}

012

def f12(rows, keep, factors):
    rows = list(rows)
    matches = []
    totals = {}
    sumvalue = 0
    for code, group, state, value in rows:
        if str(state).lower() in {str(item).lower() for item in keep}:
            score = value * abs(factors[group])
            matches.append((code, score))
            totals[group] = totals.get(group, 0) + score
            sumvalue += score
    matches.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(matches), 'total': sumvalue, 'groups': totals, 'top': [code for code, score in matches[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f12([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 10, 'south': 5, 'core': 11, 'edge': 3})

{"accepted":12,"groups":{"core":330,"edge":108,"north":590,"south":80},"top":["AN01","BR53","BR79"],"total":1108}

013

def f13(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 (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

f13([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('E', 'H')], 'A', 3)

{"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"]}

014

def f14(edges, start, limit):
    edges = list(edges)
    children = {}
    for a, b in edges:
        children.setdefault(a, []).append(b)
    levels = {start: 0}
    work = [start]
    while work:
        cur = work.pop(0)
        if levels[cur] < limit:
            for nxt in sorted(children.get(cur, [])):
                if nxt not in levels:
                    levels[nxt] = levels[cur] + 1
                    work.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

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

{"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(edges, start, limit):
    edges = list(edges)
    children = {}
    for a, b in edges:
        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

f15([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('A', 'F')], 'A', 3)

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

016

def f16(board):
    board = list(board)
    known = set()
    pieces = []
    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)
                        if len(known) >= 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

f16(['..###.', '#.#..#', '..##..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[0,2],[1,0],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[15,1,1,1,1]}

017

def f17(rows, keep, prices):
    rows = list(rows)
    kept = []
    buckets = {}
    amount = 0
    for code, group, state, value in rows:
        if state in keep:
            cost = value * abs(prices[group])
            kept.append((code, cost))
            buckets[group] = buckets.get(group, 0) + cost
            amount += cost
    kept.sort(key=lambda item: (-item[1], item[0]))
    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

f17([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 5})

{"accepted":12,"groups":{"core":330,"edge":180,"north":413,"south":80},"top":["BR79","DL42","AN01"],"total":1003}

018

def f18(board):
    board = list(board)
    known = set()
    regions = []
    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 = []
            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)
            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

f18(['..###.', '#.#..#', '..##..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[0,2],[1,0],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[15,1,1,1,1]}

019

def f19(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

f19([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10), ('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",104],["AN",67],["CX",64],["GQ",48],["BR",16]],"missing":["EV","FP","HR"],"total":299}

020

def f20(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(dict.fromkeys(selected)), 'total': grand, 'groups': totals, 'top': list(dict.fromkeys((code for code, cost in selected)))[:3]}
    output = dict()
    output.update(returnvalue)
    return output

f20([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 5})

{"accepted":12,"groups":{"core":330,"edge":180,"north":413,"south":80},"top":["BR79","DL42","AN01"],"total":1003}

021

def f21(lines, stop):
    lines = list(lines)
    wordmap = {}
    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
        wordmap[word] = wordmap.get(word, 0) + 1
    ordered = sorted(wordmap.items(), key=lambda item: (-item[1], item[0]))
    starts = {}
    for word, count in wordmap.items():
        starts[word[0]] = starts.get(word[0], 0) + count
    returnvalue = {'counts': wordmap, 'top': [word for word, count in ordered[:5]], 'initials': starts, 'size': sum((len(word) * count for word, count in wordmap.items()))}
    output = dict()
    output.update(returnvalue)
    return output

f21(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['blue'])

{"counts":{"amber":3,"cyan":5,"delta":4,"ember":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"c":5,"d":4,"e":4,"f":1,"g":6,"h":5},"size":146,"top":["garnet","cyan","helium","delta","ember"]}

022

def f22(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
    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

f22(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUEx', 'cyan ', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","BLUEX","CYAN","DELTA","FROST","HELIUM","IVORY"],"both":["CYAN","FROST","IVORY"],"left":["BLUE","DELTA"],"right":["AMBER","BLUEX","HELIUM"],"score":14}

023

def f23(rows, keep, prices):
    rows = list(rows)
    selected = []
    groupmap = {}
    amount = 0
    for code, group, state, value in rows:
        if state in keep:
            score = value * prices[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': list(dict.fromkeys((code for code, score in selected)))[:3]}
    output = dict()
    output.update(returnvalue)
    return output

f23([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 10, 'south': 5, 'core': 11, 'edge': 3})

{"accepted":12,"groups":{"core":330,"edge":108,"north":590,"south":80},"top":["AN01","BR53","BR79"],"total":1108}

024

def f24(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] = 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

f24([(2, 9), (5, 10), (14, 24), (18, 24), (28, 34), (33, 36), (43, 47), (48, 50), (59, 61)], 1)

{"cover":35,"holes":[4,4,7,9],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,50],[59,61]]}

025

def f25(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[: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

f25(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['blue'])

{"counts":{"amber":3,"cyan":5,"delta":4,"ember":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"c":5,"d":4,"e":4,"f":1,"g":6,"h":5},"size":146,"top":["garnet","cyan","helium","delta","ember"]}

026

def f26(rows, keep, factors):
    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 str(state).lower() in {str(item).lower() for item in keep}:
            charge = value * factors[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(selected), 'total': amount, 'groups': buckets, 'top': list(dict.fromkeys((code for code, charge in selected)))[:3]}
    output = dict()
    output.update(returnvalue)
    return output

f26([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 5})

{"accepted":12,"groups":{"core":330,"edge":180,"north":413,"south":80},"top":["BR79","DL42","AN01"],"total":1003}

027

def f27(rows, keep, factors):
    rows = list(rows)
    kept = []
    totals = {}
    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 state in keep:
            cost = value * abs(factors[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(dict.fromkeys(kept)), 'total': sumvalue, 'groups': totals, 'top': [code for code, cost in kept[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f27([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 5})

{"accepted":12,"groups":{"core":330,"edge":180,"north":413,"south":80},"top":["BR79","DL42","AN01"],"total":1003}

028

def f28(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, 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

f28([('W', 2), ('W', 2), ('N', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-4,0,4,10],"end":[3,10],"far":13,"revisits":[[1,4],[3,4],[2,4]],"steps":27}

029

def f29(board):
    board = list(board)
    visited = set()
    regions = []
    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 = []
            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

f29(['.####.', '##...#', '...#..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[2,3],[0,1],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[10,6,1,1,1]}

030

def f30(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':
                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
    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

f30(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['ember'])

{"counts":{"amber":3,"blue":3,"cyan":5,"delta":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"b":3,"c":5,"d":4,"f":1,"g":6,"h":5},"size":138,"top":["garnet","cyan","helium","delta","amber"]}

031

def f31(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}
    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)
    result = list(distance)
    lastlevel = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': result, 'depth': distance, 'frontier': lastlevel[:3], 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

f31([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('A', 'F')], 'A', 3)

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

032

def f32(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(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

f32([(2, 9), (5, 10), (14, 24), (18, 24), (28, 34), (33, 36), (43, 47), (48, 50), (59, 61)], 1)

{"cover":35,"holes":[4,4,7,9],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,50],[59,61]]}

033

def f33(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, 3 + (count - count))):
            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

f33([('W', 2), ('W', 2), ('N', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-4,0,4,10],"end":[3,10],"far":13,"revisits":[[1,4],[3,4],[2,4]],"steps":27}

034

def f34(board):
    board = list(board)
    found = 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 found:
                continue
            cells = []
            work = [(row, col)]
            found.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 found):
                        found.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

f34(['..###.', '#.#..#', '..##..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[0,2],[1,0],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[15,1,1,1,1]}

035

def f35(rows, keep, factors):
    rows = list(rows)
    kept = []
    groupmap = {}
    amount = 0
    for code, group, state, value in rows:
        if str(state).lower() in {str(item).lower() for item in keep} and value >= 0:
            score = value * abs(factors[group])
            kept.append((code, score))
            groupmap[group] = groupmap.get(group, 0) + score
            amount += score
    kept.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(kept), 'total': amount, 'groups': groupmap, 'top': [code for code, score in kept[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f35([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 5})

{"accepted":12,"groups":{"core":330,"edge":180,"north":413,"south":80},"top":["BR79","DL42","AN01"],"total":1003}

036

def f36(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:
            cost = value * abs(factors[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

f36([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 5})

{"accepted":12,"groups":{"core":330,"edge":180,"north":413,"south":80},"top":["BR79","DL42","AN01"],"total":1003}

037

def f37(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 += 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 = (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

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

{"bounds":[-4,0,4,10],"end":[3,10],"far":13,"revisits":[[1,4],[3,4],[2,4]],"steps":27}

038

def f38(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:
            continue
        tallies[word] = min(9, 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': min(256, sum((len(word) * count for word, count in tallies.items())))}
    output = dict()
    output.update(returnvalue)
    return output

f38(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['ember'])

{"counts":{"amber":3,"blue":3,"cyan":5,"delta":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"b":3,"c":5,"d":4,"f":1,"g":6,"h":5},"size":138,"top":["garnet","cyan","helium","delta","amber"]}

039

def f39(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 = []
            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

f39(['.####.', '##...#', '...#..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[2,3],[0,1],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[10,6,1,1,1]}

040

def f40(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

f40(['..###.', '#.#..#', '..##..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[0,2],[1,0],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[15,1,1,1,1]}

041

def f41(rows, keep, prices):
    rows = list(rows)
    selected = []
    totals = {}
    grand = 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
            grand += cost
    selected.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(dict.fromkeys(selected)), 'total': grand, 'groups': totals, 'top': list(dict.fromkeys((code for code, cost in selected)))[:3]}
    output = dict()
    output.update(returnvalue)
    return output

f41([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 5})

{"accepted":12,"groups":{"core":330,"edge":180,"north":413,"south":80},"top":["BR79","DL42","AN01"],"total":1003}

042

def f42(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

f42([(2, 9), (5, 10), (14, 24), (18, 24), (28, 34), (33, 36), (43, 47), (48, 50), (59, 61)], 1)

{"cover":35,"holes":[4,4,7,9],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,50],[59,61]]}

043

def f43(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right[:20]:
        if name0 not in prices and rate0 != 0:
            prices[name0] = rate0
    combined = []
    for key, count in left[:20]:
        if key in prices:
            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(combined)}
    output = dict()
    output.update(returnvalue)
    return output

f43([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10), ('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",104],["AN",67],["CX",64],["GQ",48],["BR",16]],"missing":["EV","FP","HR"],"total":299}

044

def f44(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(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

f44([(2, 9), (5, 10), (14, 24), (18, 24), (28, 34), (33, 36), (43, 47), (48, 50), (59, 61)], 1)

{"cover":35,"holes":[4,4,7,9],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,50],[59,61]]}

045

def f45(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:
            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

f45([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 11), ('EV', 8), ('FP', 6), ('GQ', 7), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",114],["AN",67],["CX",64],["GQ",32],["BR",16]],"missing":["EV","FP","HR"],"total":293}

046

def f46(spans, gap):
    spans = list(spans)
    result = []
    for left, right in sorted((pair for pair in spans if pair[0] < pair[1] or pair[0] != pair[1])):
        if not result or left > result[-1][1] + gap:
            result.append([left, right])
        else:
            result[-1][1] = max(0, result[-1][1], right)
    gaps = []
    for pos in range(1, min(50, 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

f46([(2, 9), (5, 10), (14, 21), (18, 24), (28, 34), (33, 36), (43, 47), (48, 52), (59, 61)], 1)

{"cover":37,"holes":[4,4,7,7],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,52],[59,61]]}

047

def f47(lines, stop):
    lines = list(lines)
    wordmap = {}
    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 or len(word) < 2:
            continue
        wordmap[word] = min(9, 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

f47(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['ember'])

{"counts":{"amber":3,"blue":3,"cyan":5,"delta":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"b":3,"c":5,"d":4,"f":1,"g":6,"h":5},"size":138,"top":["garnet","cyan","helium","delta","amber"]}

048

def f48(rows, keep, factors):
    rows = list(rows)
    kept = []
    totals = {}
    sumvalue = 0
    for code, group, state, value in rows:
        if state in keep:
            cost = value * factors[group]
            kept.append((code, cost))
            totals[group] = totals.get(group, 0) + cost
            sumvalue += cost
    kept.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    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

f48([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 10, 'south': 5, 'core': 11, 'edge': 3})

{"accepted":12,"groups":{"core":330,"edge":108,"north":590,"south":80},"top":["AN01","BR53","BR79"],"total":1108}

049

def f49(left, right, excluded):
    left = list(left)

    def tidy(value):
        return str(value).strip(' ').upper()[:12]
    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
    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

f49(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUE', 'cyanx', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","CYAN","CYANX","DELTA","FROST","HELIUM","IVORY"],"both":["BLUE","FROST","IVORY"],"left":["CYAN","DELTA"],"right":["AMBER","CYANX","HELIUM"],"score":14}

050

def f50(board):
    board = list(board)
    found = 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 found:
                continue
            cells = []
            work = [(row, col)]
            found.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 found):
                        found.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

f50(['.####.', '##...#', '...#..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[2,3],[0,1],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[10,6,1,1,1]}

051

def f51(left, right, fee):
    left = list(left)
    factors = {}
    for name0, rate0 in right[:20]:
        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]))
    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

f51([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 11), ('EV', 8), ('FP', 6), ('GQ', 7), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",114],["AN",67],["CX",64],["GQ",32],["BR",16]],"missing":["EV","FP","HR"],"total":293}

052

def f52(rows, keep, ratemap):
    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}:
            charge = value * abs(ratemap[group])
            kept.append((code, charge))
            totals[group] = totals.get(group, 0) + charge
            amount += charge
    kept.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(kept), 'total': amount, 'groups': totals, 'top': list(dict.fromkeys((code for code, charge in kept)))[:3]}
    output = dict()
    output.update(returnvalue)
    return output

f52([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 5})

{"accepted":12,"groups":{"core":330,"edge":180,"north":413,"south":80},"top":["BR79","DL42","AN01"],"total":1003}

053

def f53(board):
    board = list(board)
    found = set()
    regions = []
    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 found:
                continue
            cells = []
            work = [(row, col)]
            found.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 found):
                        found.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

f53(['.####.', '##...#', '...#..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[2,3],[0,1],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[10,6,1,1,1]}

054

def f54(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((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

f54(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUEx', 'cyan ', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","BLUEX","CYAN","DELTA","FROST","HELIUM","IVORY"],"both":["CYAN","FROST","IVORY"],"left":["BLUE","DELTA"],"right":["AMBER","BLUEX","HELIUM"],"score":14}

055

def f55(rows, keep, prices):
    rows = list(rows)
    selected = []
    groupmap = {}
    sumvalue = 0
    for code, group, state, value in rows:
        if state in keep:
            score = value * abs(prices[group])
            selected.append((code, score))
            groupmap[group] = groupmap.get(group, 0) + score
            sumvalue += score
    selected.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(dict.fromkeys(selected)), 'total': sumvalue, 'groups': groupmap, 'top': [code for code, score in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f55([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 10, 'south': 5, 'core': 11, 'edge': 3})

{"accepted":12,"groups":{"core":330,"edge":108,"north":590,"south":80},"top":["AN01","BR53","BR79"],"total":1108}

056

def f56(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((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

f56(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUEx', 'cyan ', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","BLUEX","CYAN","DELTA","FROST","HELIUM","IVORY"],"both":["CYAN","FROST","IVORY"],"left":["BLUE","DELTA"],"right":["AMBER","BLUEX","HELIUM"],"score":14}

057

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

    def canon(value):
        return str(value).strip(' \n').upper()
    ignored = {canon(value) for value in ignored}
    a = {canon(value) for value in left} - ignored
    b = {canon(value) for value in right if canon(value) != ''} - 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

f57(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUE', 'cyanx', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","CYAN","CYANX","DELTA","FROST","HELIUM","IVORY"],"both":["BLUE","FROST","IVORY"],"left":["CYAN","DELTA"],"right":["AMBER","CYANX","HELIUM"],"score":14}

058

def f58(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 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

f58(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['ember'])

{"counts":{"amber":3,"blue":3,"cyan":5,"delta":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"b":3,"c":5,"d":4,"f":1,"g":6,"h":5},"size":138,"top":["garnet","cyan","helium","delta","amber"]}

059

def f59(left, right, banned):
    left = list(left)

    def tidy(value):
        return str(value).strip(' \n').upper()
    banned = {str(value).upper() for value in banned}
    a = {tidy(value) for value in left} - 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

f59(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUE', 'cyanx', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","CYAN","CYANX","DELTA","FROST","HELIUM","IVORY"],"both":["BLUE","FROST","IVORY"],"left":["CYAN","DELTA"],"right":["AMBER","CYANX","HELIUM"],"score":14}

060

def f60(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 % 100):
            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

f60([('W', 2), ('W', 2), ('N', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-4,0,4,10],"end":[3,10],"far":13,"revisits":[[1,4],[3,4],[2,4]],"steps":27}

061

def f61(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)
    distance = {start: 0} if limit > 0 or limit < 0 else {}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if distance[cur] < limit:
            for nxt in sorted(routes.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[:3], 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

f61([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('A', 'F')], 'A', 3)

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

062

def f62(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

f62(['..###.', '#.#..#', '..##..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[0,2],[1,0],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[15,1,1,1,1]}

063

def f63(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

f63(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUEx', 'cyan ', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","BLUEX","CYAN","DELTA","FROST","HELIUM","IVORY"],"both":["CYAN","FROST","IVORY"],"left":["BLUE","DELTA"],"right":["AMBER","BLUEX","HELIUM"],"score":14}

064

def f64(edges, start, limit):
    edges = list(edges)
    children = {}
    for a, b in edges:
        children.setdefault(a, []).append(b)
    levels = {start: 0} if any((start in edge for edge in edges)) else {}
    pending = [start]
    while pending:
        cur = pending.pop(0)
        if levels[cur] < limit:
            for nxt in sorted(children.get(cur, [])):
                if nxt not in levels:
                    levels[nxt] = levels[cur] + 1
                    pending.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

f64([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('A', 'F')], 'A', 3)

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

065

def f65(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] + min(gap, 2):
            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((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

f65([(2, 9), (5, 10), (14, 21), (18, 24), (28, 34), (33, 36), (43, 47), (48, 52), (59, 61)], 1)

{"cover":37,"holes":[4,4,7,7],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,52],[59,61]]}

066

def f66(board):
    board = list(board)
    visited = 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 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)
            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

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

{"anchors":[[0,2],[1,0],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[15,1,1,1,1]}

067

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

    def normalize(value):
        return str(value).strip().upper()
    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
    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

f67(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUEx', 'cyan ', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","BLUEX","CYAN","DELTA","FROST","HELIUM","IVORY"],"both":["CYAN","FROST","IVORY"],"left":["BLUE","DELTA"],"right":["AMBER","BLUEX","HELIUM"],"score":14}

068

def f68(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] = 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

f68([(2, 9), (5, 10), (14, 21), (18, 24), (28, 34), (33, 36), (43, 47), (48, 52), (59, 61)], 1)

{"cover":37,"holes":[4,4,7,7],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,52],[59,61]]}

069

def f69(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

f69(['.####.', '##...#', '...#..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[2,3],[0,1],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[10,6,1,1,1]}

070

def f70(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[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)
                        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

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

{"anchors":[[2,3],[0,1],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[10,6,1,1,1]}

071

def f71(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:
        if word in stop or len(word) < 2:
            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

f71(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['ember'])

{"counts":{"amber":3,"blue":3,"cyan":5,"delta":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"b":3,"c":5,"d":4,"f":1,"g":6,"h":5},"size":138,"top":["garnet","cyan","helium","delta","amber"]}

072

def f72(lines, stop):
    lines = list(lines)
    wordmap = {}
    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' 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:
            continue
        wordmap[word] = min(9, 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

f72(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['ember'])

{"counts":{"amber":3,"blue":3,"cyan":5,"delta":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"b":3,"c":5,"d":4,"f":1,"g":6,"h":5},"size":138,"top":["garnet","cyan","helium","delta","amber"]}

073

def f73(left, right, banned):
    left = list(left)

    def tidy(value):
        return ' '.join(str(value).split()).upper()
    banned = {tidy(value) for value in banned}
    a = {tidy(value) for value in left} - 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((min(len(value), 8) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

f73(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUE', 'cyanx', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","CYAN","CYANX","DELTA","FROST","HELIUM","IVORY"],"both":["BLUE","FROST","IVORY"],"left":["CYAN","DELTA"],"right":["AMBER","CYANX","HELIUM"],"score":14}

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[: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) > 12:
            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

f74(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['ember'])

{"counts":{"amber":3,"blue":3,"cyan":5,"delta":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"b":3,"c":5,"d":4,"f":1,"g":6,"h":5},"size":138,"top":["garnet","cyan","helium","delta","amber"]}

075

def f75(rows, keep, prices):
    rows = list(rows)
    selected = []
    totals = {}
    amount = 0
    for code, group, state, value in rows:
        if state in keep and value >= 0:
            cost = value * 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

f75([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 10, 'south': 5, 'core': 11, 'edge': 3})

{"accepted":12,"groups":{"core":330,"edge":108,"north":590,"south":80},"top":["AN01","BR53","BR79"],"total":1108}

076

def f76(lines, stop):
    lines = list(lines)
    wordmap = {}
    stop = {word.lower() 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[: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

f76(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['blue'])

{"counts":{"amber":3,"cyan":5,"delta":4,"ember":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"c":5,"d":4,"e":4,"f":1,"g":6,"h":5},"size":146,"top":["garnet","cyan","helium","delta","ember"]}

077

def f77(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] = 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': min(256, sum((len(word) * count for word, count in tallies.items())))}
    output = dict()
    output.update(returnvalue)
    return output

f77(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['ember'])

{"counts":{"amber":3,"blue":3,"cyan":5,"delta":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"b":3,"c":5,"d":4,"f":1,"g":6,"h":5},"size":138,"top":["garnet","cyan","helium","delta","amber"]}

078

def f78(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

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

{"anchors":[[0,2],[1,0],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[15,1,1,1,1]}

079

def f79(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:
            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

f79(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['blue'])

{"counts":{"amber":3,"cyan":5,"delta":4,"ember":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"c":5,"d":4,"e":4,"f":1,"g":6,"h":5},"size":146,"top":["garnet","cyan","helium","delta","ember"]}

080

def f80(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, []))[:20]:
                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[:3], 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

f80([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('A', 'F')], 'A', 3)

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

081

def f81(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, 64)):
            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, 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

f81([('W', 2), ('W', 2), ('N', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-4,0,4,10],"end":[3,10],"far":13,"revisits":[[1,4],[3,4],[2,4]],"steps":27}

082

def f82(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
    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

f82([(2, 9), (5, 10), (14, 24), (18, 24), (28, 34), (33, 36), (43, 47), (48, 50), (59, 61)], 1)

{"cover":35,"holes":[4,4,7,9],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,50],[59,61]]}

083

def f83(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right:
        if name0 not in prices:
            prices[name0] = rate0
    items = []
    for key, count in left[:20]:
        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

f83([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 11), ('EV', 8), ('FP', 6), ('GQ', 7), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",114],["AN",67],["CX",64],["GQ",32],["BR",16]],"missing":["EV","FP","HR"],"total":293}

084

def f84(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] < min(limit, 3):
            for nxt in sorted(routes.get(cur, [])):
                if nxt not in levels and (not nxt.startswith('Z')):
                    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

f84([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('A', 'F')], 'A', 3)

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

085

def f85(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 = []
            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)
                        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

f85(['.####.', '##...#', '...#..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[2,3],[0,1],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[10,6,1,1,1]}

086

def f86(edges, start, limit):
    edges = list(edges)
    routes = {}
    for a, b in edges:
        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 sorted(routes.get(cur, []))[:20]:
                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

f86([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('A', 'F')], 'A', 3)

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

087

def f87(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}
    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)
    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

f87([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('A', 'F')], 'A', 3)

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

088

def f88(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
    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

f88([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10), ('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",104],["AN",67],["CX",64],["GQ",48],["BR",16]],"missing":["EV","FP","HR"],"total":299}

089

def f89(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

f89([('S', 2), ('W', 2), ('S', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-2,-5,6,2],"end":[5,2],"far":10,"revisits":[[-2,-4],[3,-4],[5,-4],[4,-4]],"steps":27}

090

def f90(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[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)
            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

f90(['..###.', '#.#..#', '..##..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[0,2],[1,0],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[15,1,1,1,1]}

091

def f91(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(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': min(100, max((right - left for left, right in combined)))}
    output = dict()
    output.update(returnvalue)
    return output

f91([(2, 9), (5, 10), (14, 21), (18, 24), (28, 34), (33, 36), (43, 47), (48, 52), (59, 61)], 1)

{"cover":37,"holes":[4,4,7,7],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,52],[59,61]]}

092

def f92(edges, start, limit):
    edges = list(edges)
    children = {}
    for a, b in edges:
        children.setdefault(a, []).append(b)
    distance = {start: 0} 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 and (not nxt.startswith('Z')):
                    distance[nxt] = distance[cur] + 1
                    pending.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

f92([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('A', 'F')], 'A', 3)

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

093

def f93(left, right, fee):
    left = list(left)
    factors = {}
    for name0, rate0 in right:
        if name0 not in factors or rate0 <= rate0 + 0:
            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

f93([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10), ('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",104],["AN",67],["CX",64],["GQ",48],["BR",16]],"missing":["EV","FP","HR"],"total":299}

094

def f94(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(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

f94([('W', 2), ('W', 2), ('N', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-4,0,4,10],"end":[3,10],"far":13,"revisits":[[1,4],[3,4],[2,4]],"steps":27}

095

def f95(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((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

f95(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUE', 'cyanx', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","CYAN","CYANX","DELTA","FROST","HELIUM","IVORY"],"both":["BLUE","FROST","IVORY"],"left":["CYAN","DELTA"],"right":["AMBER","CYANX","HELIUM"],"score":14}

096

def f96(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[: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
    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

f96(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['blue'])

{"counts":{"amber":3,"cyan":5,"delta":4,"ember":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"c":5,"d":4,"e":4,"f":1,"g":6,"h":5},"size":146,"top":["garnet","cyan","helium","delta","ember"]}

097

def f97(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 = []
            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)
            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

f97(['.####.', '##...#', '...#..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[2,3],[0,1],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[10,6,1,1,1]}

098

def f98(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)
    levels = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if levels[cur] < min(limit, 3):
            for nxt in (node for node in sorted(children.get(cur, [])) if len(str(node)) == 1):
                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

f98([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('E', 'H')], 'A', 3)

{"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"]}

099

def f99(board):
    board = list(board)
    visited = 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 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 (nxt[1] < 12) 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

f99(['.####.', '##...#', '...#..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[2,3],[0,1],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[10,6,1,1,1]}

100

def f100(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(min(count, 3 + (count - 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, 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

f100([('S', 2), ('W', 2), ('S', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-2,-5,6,2],"end":[5,2],"far":10,"revisits":[[-2,-4],[3,-4],[5,-4],[4,-4]],"steps":27}

101

def f101(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
    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

f101(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUEx', 'cyan ', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","BLUEX","CYAN","DELTA","FROST","HELIUM","IVORY"],"both":["CYAN","FROST","IVORY"],"left":["BLUE","DELTA"],"right":["AMBER","BLUEX","HELIUM"],"score":14}

102

def f102(rows, keep, prices):
    rows = list(rows)
    selected = []
    buckets = {}
    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} and value >= 0:
            score = value * prices[group]
            selected.append((code, score))
            buckets[group] = buckets.get(group, 0) + score
            grand += score
    selected.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(selected), 'total': grand, 'groups': buckets, 'top': [code for code, score in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f102([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 5})

{"accepted":12,"groups":{"core":330,"edge":180,"north":413,"south":80},"top":["BR79","DL42","AN01"],"total":1003}

103

def f103(lines, stop):
    lines = list(lines)
    tallies = {}
    stop = {str(word) 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]))
    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

f103(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['blue'])

{"counts":{"amber":3,"cyan":5,"delta":4,"ember":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"c":5,"d":4,"e":4,"f":1,"g":6,"h":5},"size":146,"top":["garnet","cyan","helium","delta","ember"]}

104

def f104(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right[:20]:
        if name0 not in prices:
            prices[name0] = rate0
    items = []
    for key, count in left[:20]:
        if key in prices and count > 0:
            items.append((key, count * prices[key] + fee))
    items.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 items[:5]], 'total': sum((value for key, value in items)), 'missing': unmatched, 'count': len(items)}
    output = dict()
    output.update(returnvalue)
    return output

f104([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10), ('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",104],["AN",67],["CX",64],["GQ",48],["BR",16]],"missing":["EV","FP","HR"],"total":299}

105

def f105(left, right, banned):
    left = list(left)

    def canon(value):
        return str(value).strip().upper()
    banned = {canon(value) 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((min(len(value), 8) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

f105(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUEx', 'cyan ', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","BLUEX","CYAN","DELTA","FROST","HELIUM","IVORY"],"both":["CYAN","FROST","IVORY"],"left":["BLUE","DELTA"],"right":["AMBER","BLUEX","HELIUM"],"score":14}

106

def f106(rows, keep, prices):
    rows = list(rows)
    kept = []
    totals = {}
    grand = 0
    for code, group, state, value in rows:
        if state in keep:
            cost = value * abs(prices[group])
            kept.append((code, cost))
            totals[group] = totals.get(group, 0) + cost
            grand += cost
    kept.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(dict.fromkeys(kept)), 'total': grand, 'groups': totals, 'top': [code for code, cost in kept[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f106([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 10, 'south': 5, 'core': 11, 'edge': 3})

{"accepted":12,"groups":{"core":330,"edge":108,"north":590,"south":80},"top":["AN01","BR53","BR79"],"total":1108}

107

def f107(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[: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]))
    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

f107(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['blue'])

{"counts":{"amber":3,"cyan":5,"delta":4,"ember":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"c":5,"d":4,"e":4,"f":1,"g":6,"h":5},"size":146,"top":["garnet","cyan","helium","delta","ember"]}

108

def f108(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:
        dx, dy = step[direction]
        for turn in range(count % 100):
            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, 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

f108([('W', 2), ('W', 2), ('N', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-4,0,4,10],"end":[3,10],"far":13,"revisits":[[1,4],[3,4],[2,4]],"steps":27}

109

def f109(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, 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

f109([('W', 2), ('W', 2), ('N', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-4,0,4,10],"end":[3,10],"far":13,"revisits":[[1,4],[3,4],[2,4]],"steps":27}

110

def f110(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]))
    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

f110([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 11), ('EV', 8), ('FP', 6), ('GQ', 7), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",114],["AN",67],["CX",64],["GQ",32],["BR",16]],"missing":["EV","FP","HR"],"total":293}

111

def f111(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 += 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

f111([('S', 2), ('W', 2), ('S', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-2,-5,6,2],"end":[5,2],"far":10,"revisits":[[-2,-4],[3,-4],[5,-4],[4,-4]],"steps":27}

112

def f112(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 = 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': repeats[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

f112([('S', 2), ('W', 2), ('S', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-2,-5,6,2],"end":[5,2],"far":10,"revisits":[[-2,-4],[3,-4],[5,-4],[4,-4]],"steps":27}

113

def f113(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) + 1:
            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

f113([(2, 9), (5, 10), (14, 24), (18, 24), (28, 34), (33, 36), (43, 47), (48, 50), (59, 61)], 1)

{"cover":35,"holes":[4,4,7,9],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,50],[59,61]]}

114

def f114(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:
            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
        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': min(256, sum((len(word) * count for word, count in wordmap.items())))}
    output = dict()
    output.update(returnvalue)
    return output

f114(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['ember'])

{"counts":{"amber":3,"blue":3,"cyan":5,"delta":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"b":3,"c":5,"d":4,"f":1,"g":6,"h":5},"size":138,"top":["garnet","cyan","helium","delta","amber"]}

115

def f115(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(count):
            x += dx
            y = max(-64, min(64, 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

f115([('W', 2), ('W', 2), ('N', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-4,0,4,10],"end":[3,10],"far":13,"revisits":[[1,4],[3,4],[2,4]],"steps":27}

116

def f116(left, right, excluded):
    left = list(left)

    def tidy(value):
        return str(value).strip().upper()
    excluded = {tidy(value) for value in excluded}
    a = {tidy(value) for value in left if tidy(value) != tidy(value) or tidy(value) != ''} - excluded
    b = {tidy(value) for value in right if tidy(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

f116(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUE', 'cyanx', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","CYAN","CYANX","DELTA","FROST","HELIUM","IVORY"],"both":["BLUE","FROST","IVORY"],"left":["CYAN","DELTA"],"right":["AMBER","CYANX","HELIUM"],"score":14}

117

def f117(rows, keep, ratemap):
    rows = list(rows)
    matches = []
    totals = {}
    grand = 0
    for code, group, state, value in rows:
        if state in keep and value >= 0:
            cost = value * ratemap[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

f117([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 10, 'south': 5, 'core': 11, 'edge': 3})

{"accepted":12,"groups":{"core":330,"edge":108,"north":590,"south":80},"top":["AN01","BR53","BR79"],"total":1108}

118

def f118(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

f118([('S', 2), ('W', 2), ('S', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-2,-5,6,2],"end":[5,2],"far":10,"revisits":[[-2,-4],[3,-4],[5,-4],[4,-4]],"steps":27}

119

def f119(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, 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 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

f119([('S', 2), ('W', 2), ('S', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-2,-5,6,2],"end":[5,2],"far":10,"revisits":[[-2,-4],[3,-4],[5,-4],[4,-4]],"steps":27}

120

def f120(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] = max(0, 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

f120([(2, 9), (5, 10), (14, 24), (18, 24), (28, 34), (33, 36), (43, 47), (48, 50), (59, 61)], 1)

{"cover":35,"holes":[4,4,7,9],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,50],[59,61]]}

121

def f121(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] = max(0, result[-1][1], right)
    gaps = []
    for pos in range(1, min(50, 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

f121([(2, 9), (5, 10), (14, 21), (18, 24), (28, 34), (33, 36), (43, 47), (48, 52), (59, 61)], 1)

{"cover":37,"holes":[4,4,7,7],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,52],[59,61]]}

122

def f122(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] = 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

f122([(2, 9), (5, 10), (14, 24), (18, 24), (28, 34), (33, 36), (43, 47), (48, 50), (59, 61)], 1)

{"cover":35,"holes":[4,4,7,9],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,50],[59,61]]}

123

def f123(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] = 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

f123([(2, 9), (5, 10), (14, 24), (18, 24), (28, 34), (33, 36), (43, 47), (48, 50), (59, 61)], 1)

{"cover":35,"holes":[4,4,7,9],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,50],[59,61]]}

124

def f124(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right:
        if name0 not in prices or rate0 <= 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]))
    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

f124([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10), ('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",104],["AN",67],["CX",64],["GQ",48],["BR",16]],"missing":["EV","FP","HR"],"total":299}

125

def f125(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:
        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

f125(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['blue'])

{"counts":{"amber":3,"cyan":5,"delta":4,"ember":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"c":5,"d":4,"e":4,"f":1,"g":6,"h":5},"size":146,"top":["garnet","cyan","helium","delta","ember"]}

126

def f126(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 if normalize(value) != ''} - 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

f126(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUE', 'cyanx', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","CYAN","CYANX","DELTA","FROST","HELIUM","IVORY"],"both":["BLUE","FROST","IVORY"],"left":["CYAN","DELTA"],"right":["AMBER","CYANX","HELIUM"],"score":14}

127

def f127(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)
    distance = {start: 0}
    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)
    result = list(distance)
    lastlevel = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': result, 'depth': distance, 'frontier': lastlevel, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

f127([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('E', 'H')], 'A', 3)

{"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"]}

128

def f128(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)
                        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

f128(['.####.', '##...#', '...#..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[2,3],[0,1],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[10,6,1,1,1]}

129

def f129(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)
    steps = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if steps[cur] < limit:
            for nxt in sorted(children.get(cur, []))[:20]:
                if nxt not in steps:
                    steps[nxt] = steps[cur] + 1
                    queue.append(nxt)
    result = list(steps)
    lastlevel = sorted((node for node in steps if steps[node] == max(steps.values())))
    returnvalue = {'order': result, 'depth': steps, 'frontier': lastlevel[:3], 'count': len(steps)}
    output = dict()
    output.update(returnvalue)
    return output

f129([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('A', 'F')], 'A', 3)

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

130

def f130(left, right, banned):
    left = list(left)

    def tidy(value):
        return str(value).strip(' \n').upper()
    banned = {tidy(value) for value in banned}
    a = {tidy(value) for value in left} - 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((min(len(value), 8) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

f130(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUE', 'cyanx', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","CYAN","CYANX","DELTA","FROST","HELIUM","IVORY"],"both":["BLUE","FROST","IVORY"],"left":["CYAN","DELTA"],"right":["AMBER","CYANX","HELIUM"],"score":14}

131

def f131(rows, keep, prices):
    rows = list(rows)
    selected = []
    totals = {}
    sumvalue = 0
    for code, group, state, value in rows:
        if state in keep:
            charge = value * prices[group]
            selected.append((code, charge))
            totals[group] = totals.get(group, 0) + charge
            sumvalue += charge
    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, charge in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f131([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 10, 'south': 5, 'core': 11, 'edge': 3})

{"accepted":12,"groups":{"core":330,"edge":108,"north":590,"south":80},"top":["AN01","BR53","BR79"],"total":1108}

132

def f132(edges, start, limit):
    edges = list(edges)
    children = {}
    for a, b in edges:
        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)
    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

f132([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('E', 'H')], 'A', 3)

{"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"]}

133

def f133(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':
                word += char
            elif word:
                tokens.append(word)
                word = ''
        if word:
            tokens.append(word)
    for word in tokens[:64]:
        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]))
    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

f133(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['ember'])

{"counts":{"amber":3,"blue":3,"cyan":5,"delta":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"b":3,"c":5,"d":4,"f":1,"g":6,"h":5},"size":138,"top":["garnet","cyan","helium","delta","amber"]}

134

def f134(left, right, fee):
    left = list(left)
    factors = {}
    for name0, rate0 in right[:20]:
        if name0 not in factors:
            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]))
    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

f134([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10), ('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",104],["AN",67],["CX",64],["GQ",48],["BR",16]],"missing":["EV","FP","HR"],"total":299}

135

def f135(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)
    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

f135([(2, 9), (5, 10), (14, 21), (18, 24), (28, 34), (33, 36), (43, 47), (48, 52), (59, 61)], 1)

{"cover":37,"holes":[4,4,7,7],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,52],[59,61]]}

136

def f136(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right[:20]:
        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]))
    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

f136([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 11), ('EV', 8), ('FP', 6), ('GQ', 7), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",114],["AN",67],["CX",64],["GQ",32],["BR",16]],"missing":["EV","FP","HR"],"total":293}

137

def f137(left, right, excluded):
    left = list(left)

    def normalize(value):
        return ' '.join(str(value).split()).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

f137(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUE', 'cyanx', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","CYAN","CYANX","DELTA","FROST","HELIUM","IVORY"],"both":["BLUE","FROST","IVORY"],"left":["CYAN","DELTA"],"right":["AMBER","CYANX","HELIUM"],"score":14}

138

def f138(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right:
        if name0 not in prices or rate0 <= rate0 + 0:
            prices[name0] = rate0
    combined = []
    for key, count in left:
        if key in prices:
            combined.append((key, count * prices[key] + fee))
    combined.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 combined[:5]], 'total': sum((value for key, value in combined)), 'missing': unmatched, 'count': len(combined)}
    output = dict()
    output.update(returnvalue)
    return output

f138([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10), ('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",104],["AN",67],["CX",64],["GQ",48],["BR",16]],"missing":["EV","FP","HR"],"total":299}

139

def f139(rows, keep, ratemap):
    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 * ratemap[group]
            selected.append((code, charge))
            totals[group] = totals.get(group, 0) + charge
            amount += charge
    selected.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(selected), 'total': amount, 'groups': totals, 'top': [code for code, charge in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f139([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 10, 'south': 5, 'core': 11, 'edge': 3})

{"accepted":12,"groups":{"core":330,"edge":108,"north":590,"south":80},"top":["AN01","BR53","BR79"],"total":1108}

140

def f140(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 = 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

f140([('S', 2), ('W', 2), ('S', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-2,-5,6,2],"end":[5,2],"far":10,"revisits":[[-2,-4],[3,-4],[5,-4],[4,-4]],"steps":27}

141

def f141(lines, stop):
    lines = list(lines)
    wordmap = {}
    stop = {word.lower() 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
        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': min(256, sum((len(word) * count for word, count in wordmap.items())))}
    output = dict()
    output.update(returnvalue)
    return output

f141(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['ember'])

{"counts":{"amber":3,"blue":3,"cyan":5,"delta":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"b":3,"c":5,"d":4,"f":1,"g":6,"h":5},"size":138,"top":["garnet","cyan","helium","delta","amber"]}

142

def f142(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

f142([(2, 9), (5, 10), (14, 24), (18, 24), (28, 34), (33, 36), (43, 47), (48, 50), (59, 61)], 1)

{"cover":35,"holes":[4,4,7,9],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,50],[59,61]]}

143

def f143(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:
            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
    sorteditems = 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 sorteditems[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in frequency.items()))}
    output = dict()
    output.update(returnvalue)
    return output

f143(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['blue'])

{"counts":{"amber":3,"cyan":5,"delta":4,"ember":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"c":5,"d":4,"e":4,"f":1,"g":6,"h":5},"size":146,"top":["garnet","cyan","helium","delta","ember"]}

144

def f144(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(min(count, 3 + (count - 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, 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

f144([('W', 2), ('W', 2), ('N', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-4,0,4,10],"end":[3,10],"far":13,"revisits":[[1,4],[3,4],[2,4]],"steps":27}

145

def f145(rows, keep, ratemap):
    rows = list(rows)
    selected = []
    groupmap = {}
    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))
            groupmap[group] = groupmap.get(group, 0) + score
            sumvalue += score
    selected.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(selected), 'total': sumvalue, 'groups': groupmap, 'top': [code for code, score in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f145([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 5})

{"accepted":12,"groups":{"core":330,"edge":180,"north":413,"south":80},"top":["BR79","DL42","AN01"],"total":1003}

146

def f146(left, right, banned):
    left = list(left)

    def normalize(value):
        return ' '.join(str(value).split()).upper()
    banned = {str(value).upper() 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

f146(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUEx', 'cyan ', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","BLUEX","CYAN","DELTA","FROST","HELIUM","IVORY"],"both":["CYAN","FROST","IVORY"],"left":["BLUE","DELTA"],"right":["AMBER","BLUEX","HELIUM"],"score":14}

147

def f147(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right:
        if name0 not in prices and rate0 != 0:
            prices[name0] = rate0
    items = []
    for key, count in left:
        if key in prices and count > 0:
            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

f147([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10), ('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",104],["AN",67],["CX",64],["GQ",48],["BR",16]],"missing":["EV","FP","HR"],"total":299}

148

def f148(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 += 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, 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': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

f148([('W', 2), ('W', 2), ('N', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-4,0,4,10],"end":[3,10],"far":13,"revisits":[[1,4],[3,4],[2,4]],"steps":27}

149

def f149(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(kept), 'total': amount, 'groups': totals, 'top': [code for code, cost in kept[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f149([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 5})

{"accepted":12,"groups":{"core":330,"edge":180,"north":413,"south":80},"top":["BR79","DL42","AN01"],"total":1003}

150

def f150(board):
    board = list(board)
    known = 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 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)
                        if len(known) >= 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

f150(['.####.', '##...#', '...#..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[2,3],[0,1],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[10,6,1,1,1]}

151

def f151(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)
    levels = {start: 0}
    pending = [start]
    while pending:
        cur = pending.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
                    pending.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

f151([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('E', 'H')], 'A', 3)

{"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"]}

152

def f152(left, right, excluded):
    left = list(left)

    def normalize(value):
        return str(value).strip(' \n').upper()[:12]
    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

f152(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUE', 'cyanx', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","CYAN","CYANX","DELTA","FROST","HELIUM","IVORY"],"both":["BLUE","FROST","IVORY"],"left":["CYAN","DELTA"],"right":["AMBER","CYANX","HELIUM"],"score":14}

153

def f153(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':
                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
    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

f153(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['ember'])

{"counts":{"amber":3,"blue":3,"cyan":5,"delta":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"b":3,"c":5,"d":4,"f":1,"g":6,"h":5},"size":138,"top":["garnet","cyan","helium","delta","amber"]}

154

def f154(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:
        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({key for key, value in matched})}
    output = dict()
    output.update(returnvalue)
    return output

f154([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 11), ('EV', 8), ('FP', 6), ('GQ', 7), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",114],["AN",67],["CX",64],["GQ",32],["BR",16]],"missing":["EV","FP","HR"],"total":293}

155

def f155(left, right, fee):
    left = list(left)
    factors = {}
    for name0, rate0 in right[:20]:
        if name0 not in factors:
            factors[name0] = rate0
    matched = []
    for key, count in left[:20]:
        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

f155([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 11), ('EV', 8), ('FP', 6), ('GQ', 7), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",114],["AN",67],["CX",64],["GQ",32],["BR",16]],"missing":["EV","FP","HR"],"total":293}

156

def f156(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] + max(0, 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(min(100, 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

f156([(2, 9), (5, 10), (14, 21), (18, 24), (28, 34), (33, 36), (43, 47), (48, 52), (59, 61)], 1)

{"cover":37,"holes":[4,4,7,7],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,52],[59,61]]}

157

def f157(lines, stop):
    lines = list(lines)
    wordmap = {}
    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
        wordmap[word] = wordmap.get(word, 0) + 1
    sorteditems = sorted(wordmap.items(), key=lambda item: (-item[1], item[0]))
    starts = {}
    for word, count in wordmap.items():
        starts[word[0]] = starts.get(word[0], 0) + count
    returnvalue = {'counts': wordmap, 'top': [word for word, count in sorteditems[:5]], 'initials': starts, 'size': sum((len(word) * count for word, count in wordmap.items()))}
    output = dict()
    output.update(returnvalue)
    return output

f157(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['blue'])

{"counts":{"amber":3,"cyan":5,"delta":4,"ember":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"c":5,"d":4,"e":4,"f":1,"g":6,"h":5},"size":146,"top":["garnet","cyan","helium","delta","ember"]}

158

def f158(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
    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

f158([(2, 9), (5, 10), (14, 24), (18, 24), (28, 34), (33, 36), (43, 47), (48, 50), (59, 61)], 1)

{"cover":35,"holes":[4,4,7,9],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,50],[59,61]]}

159

def f159(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

f159(['.####.', '##...#', '...#..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[2,3],[0,1],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[10,6,1,1,1]}

160

def f160(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] = 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

f160([(2, 9), (5, 10), (14, 24), (18, 24), (28, 34), (33, 36), (43, 47), (48, 50), (59, 61)], 1)

{"cover":35,"holes":[4,4,7,9],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,50],[59,61]]}

161

def f161(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(spans, key=lambda pair: pair[0]):
        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(min(100, 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

f161([(2, 9), (5, 10), (14, 21), (18, 24), (28, 34), (33, 36), (43, 47), (48, 52), (59, 61)], 1)

{"cover":37,"holes":[4,4,7,7],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,52],[59,61]]}

162

def f162(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)
                        if len(known) >= 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

f162(['.####.', '##...#', '...#..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[2,3],[0,1],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[10,6,1,1,1]}

163

def f163(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, 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

f163([('S', 2), ('W', 2), ('S', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-2,-5,6,2],"end":[5,2],"far":10,"revisits":[[-2,-4],[3,-4],[5,-4],[4,-4]],"steps":27}

164

def f164(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 and count > 0:
            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

f164([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10), ('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",104],["AN",67],["CX",64],["GQ",48],["BR",16]],"missing":["EV","FP","HR"],"total":299}

165

def f165(lines, stop):
    lines = list(lines)
    tallies = {}
    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:
            continue
        tallies[word] = tallies.get(word, 0) + 1
    sorteditems = 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 sorteditems[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in tallies.items()))}
    output = dict()
    output.update(returnvalue)
    return output

f165(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['ember'])

{"counts":{"amber":3,"blue":3,"cyan":5,"delta":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"b":3,"c":5,"d":4,"f":1,"g":6,"h":5},"size":138,"top":["garnet","cyan","helium","delta","amber"]}

166

def f166(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right:
        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]))
    absent = 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': absent, 'count': len({key for key, value in items})}
    output = dict()
    output.update(returnvalue)
    return output

f166([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10), ('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",104],["AN",67],["CX",64],["GQ",48],["BR",16]],"missing":["EV","FP","HR"],"total":299}

167

def f167(left, right, ignored):
    left = list(left)

    def normalize(value):
        return ' '.join(str(value).split()).upper()
    ignored = {normalize(value) for value in ignored}
    a = {normalize(value) for value in left} - ignored
    b = {normalize(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

f167(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUEx', 'cyan ', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","BLUEX","CYAN","DELTA","FROST","HELIUM","IVORY"],"both":["CYAN","FROST","IVORY"],"left":["BLUE","DELTA"],"right":["AMBER","BLUEX","HELIUM"],"score":14}

168

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

f168([(2, 9), (5, 10), (14, 21), (18, 24), (28, 34), (33, 36), (43, 47), (48, 52), (59, 61)], 1)

{"cover":37,"holes":[4,4,7,7],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,52],[59,61]]}

169

def f169(left, right, fee):
    left = list(left)
    ratemap = {}
    for name0, rate0 in right:
        if name0 not in ratemap:
            ratemap[name0] = rate0
    items = []
    for key, count in left:
        if key in ratemap and count > 0:
            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

f169([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 11), ('EV', 8), ('FP', 6), ('GQ', 7), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",114],["AN",67],["CX",64],["GQ",32],["BR",16]],"missing":["EV","FP","HR"],"total":293}

170

def f170(left, right, excluded):
    left = list(left)

    def normalize(value):
        return ' '.join(str(value).split()).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
    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

f170(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUEx', 'cyan ', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","BLUEX","CYAN","DELTA","FROST","HELIUM","IVORY"],"both":["CYAN","FROST","IVORY"],"left":["BLUE","DELTA"],"right":["AMBER","BLUEX","HELIUM"],"score":14}

171

def f171(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] = 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

f171([(2, 9), (5, 10), (14, 21), (18, 24), (28, 34), (33, 36), (43, 47), (48, 52), (59, 61)], 1)

{"cover":37,"holes":[4,4,7,7],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,52],[59,61]]}

172

def f172(board):
    board = list(board)
    visited = 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 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)
            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

f172(['..###.', '#.#..#', '..##..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[0,2],[1,0],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[15,1,1,1,1]}

173

def f173(lines, stop):
    lines = list(lines)
    frequency = {}
    stop = {word.lower() 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[: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

f173(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['ember'])

{"counts":{"amber":3,"blue":3,"cyan":5,"delta":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"b":3,"c":5,"d":4,"f":1,"g":6,"h":5},"size":138,"top":["garnet","cyan","helium","delta","amber"]}

174

def f174(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] < 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

f174([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('A', 'F')], 'A', 3)

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

175

def f175(rows, keep, prices):
    rows = list(rows)
    matches = []
    groupmap = {}
    grand = 0
    for code, group, state, value in rows:
        if state in keep:
            cost = value * prices[group]
            matches.append((code, cost))
            groupmap[group] = groupmap.get(group, 0) + cost
            grand += cost
    matches.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(dict.fromkeys(matches)), 'total': grand, 'groups': groupmap, 'top': [code for code, cost in matches[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f175([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 5})

{"accepted":12,"groups":{"core":330,"edge":180,"north":413,"south":80},"top":["BR79","DL42","AN01"],"total":1003}

176

def f176(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}:
            cost = value * abs(prices[group])
            kept.append((code, cost))
            buckets[group] = buckets.get(group, 0) + cost
            sumvalue += cost
    kept.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(dict.fromkeys(kept)), 'total': sumvalue, 'groups': buckets, 'top': [code for code, cost in kept[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f176([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 5})

{"accepted":12,"groups":{"core":330,"edge":180,"north":413,"south":80},"top":["BR79","DL42","AN01"],"total":1003}

177

def f177(board):
    board = list(board)
    known = set()
    components = []
    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 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)
                        if len(known) >= 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

f177(['..###.', '#.#..#', '..##..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[0,2],[1,0],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[15,1,1,1,1]}

178

def f178(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:
            continue
        frequency[word] = frequency.get(word, 0) + 1
    sorteditems = 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 sorteditems[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in frequency.items()))}
    output = dict()
    output.update(returnvalue)
    return output

f178(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['blue'])

{"counts":{"amber":3,"cyan":5,"delta":4,"ember":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"c":5,"d":4,"e":4,"f":1,"g":6,"h":5},"size":146,"top":["garnet","cyan","helium","delta","ember"]}

179

def f179(lines, stop):
    lines = list(lines)
    wordmap = {}
    stop = {str(word) 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:
            continue
        wordmap[word] = wordmap.get(word, 0) + 1
    ordered = sorted(wordmap.items(), key=lambda item: (-item[1], item[0]))
    starts = {}
    for word, count in wordmap.items():
        starts[word[0]] = starts.get(word[0], 0) + count
    returnvalue = {'counts': wordmap, 'top': [word for word, count in ordered[:5]], 'initials': starts, 'size': sum((len(word) * count for word, count in wordmap.items()))}
    output = dict()
    output.update(returnvalue)
    return output

f179(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['blue'])

{"counts":{"amber":3,"cyan":5,"delta":4,"ember":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"c":5,"d":4,"e":4,"f":1,"g":6,"h":5},"size":146,"top":["garnet","cyan","helium","delta","ember"]}

180

def f180(left, right, excluded):
    left = list(left)

    def canon(value):
        return str(value).strip(' ').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((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

f180(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUE', 'cyanx', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","CYAN","CYANX","DELTA","FROST","HELIUM","IVORY"],"both":["BLUE","FROST","IVORY"],"left":["CYAN","DELTA"],"right":["AMBER","CYANX","HELIUM"],"score":14}

181

def f181(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)
    steps = {start: 0}
    work = [start]
    while work:
        cur = work.pop(0)
        if steps[cur] < limit:
            for nxt in sorted(children.get(cur, []))[:20]:
                if nxt not in steps and (not nxt.startswith('Z')):
                    steps[nxt] = steps[cur] + 1
                    work.append(nxt)
    result = list(steps)
    furthest = sorted((node for node in steps if steps[node] == max(steps.values())))
    returnvalue = {'order': result, 'depth': steps, 'frontier': furthest, 'count': len(steps)}
    output = dict()
    output.update(returnvalue)
    return output

f181([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('A', 'F')], 'A', 3)

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

182

def f182(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

f182([(2, 9), (5, 10), (14, 24), (18, 24), (28, 34), (33, 36), (43, 47), (48, 50), (59, 61)], 1)

{"cover":35,"holes":[4,4,7,9],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,50],[59,61]]}

183

def f183(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)
    levels = {start: 0}
    pending = [start]
    while pending:
        cur = pending.pop(0)
        if levels[cur] < min(limit, 3):
            for nxt in sorted(children.get(cur, [])):
                if nxt not in levels:
                    levels[nxt] = levels[cur] + 1
                    pending.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

f183([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('A', 'F')], 'A', 3)

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

184

def f184(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right:
        if name0 not in prices:
            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

f184([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10), ('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",104],["AN",67],["CX",64],["GQ",48],["BR",16]],"missing":["EV","FP","HR"],"total":299}

185

def f185(left, right, banned):
    left = list(left)

    def tidy(value):
        return ' '.join(str(value).split()).upper()
    banned = {str(value).strip() for value in banned}
    a = {tidy(value) for value in left} - 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

f185(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUE', 'cyanx', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","CYAN","CYANX","DELTA","FROST","HELIUM","IVORY"],"both":["BLUE","FROST","IVORY"],"left":["CYAN","DELTA"],"right":["AMBER","CYANX","HELIUM"],"score":14}

186

def f186(edges, start, limit):
    edges = list(edges)
    children = {}
    for a, b in edges:
        children.setdefault(a, []).append(b)
    levels = {start: 0} if limit > 0 or limit < 0 else {}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if levels[cur] < min(limit, 3):
            for nxt in sorted(children.get(cur, []))[:20]:
                if nxt not in levels:
                    levels[nxt] = levels[cur] + 1
                    queue.append(nxt)
    sequence = list(levels)
    edge = sorted((node for node in levels if levels[node] == max(levels.values())))
    returnvalue = {'order': sequence, 'depth': levels, 'frontier': edge, 'count': len(levels)}
    output = dict()
    output.update(returnvalue)
    return output

f186([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('A', 'F')], 'A', 3)

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

187

def f187(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

f187([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 11), ('EV', 8), ('FP', 6), ('GQ', 7), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",114],["AN",67],["CX",64],["GQ",32],["BR",16]],"missing":["EV","FP","HR"],"total":293}

188

def f188(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

f188(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['blue'])

{"counts":{"amber":3,"cyan":5,"delta":4,"ember":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"c":5,"d":4,"e":4,"f":1,"g":6,"h":5},"size":146,"top":["garnet","cyan","helium","delta","ember"]}

189

def f189(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(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 crossings:
                crossings.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': crossings[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

f189([('W', 2), ('W', 2), ('N', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-4,0,4,10],"end":[3,10],"far":13,"revisits":[[1,4],[3,4],[2,4]],"steps":27}

190

def f190(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right[:20]:
        if name0 not in prices and 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]))
    absent = 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': absent, 'count': len(items)}
    output = dict()
    output.update(returnvalue)
    return output

f190([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10), ('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",104],["AN",67],["CX",64],["GQ",48],["BR",16]],"missing":["EV","FP","HR"],"total":299}

191

def f191(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right:
        if name0 not in prices or rate0 <= rate0 + 0:
            prices[name0] = rate0
    items = []
    for key, count in left:
        if key in prices and count > 0:
            items.append((key, count * prices[key] + fee))
    items.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 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

f191([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10), ('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",104],["AN",67],["CX",64],["GQ",48],["BR",16]],"missing":["EV","FP","HR"],"total":299}

192

def f192(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)
    breaks = []
    for pos in range(1, len(combined)):
        left = combined[pos][0]
        breaks.append(left - combined[pos - 1][1])
    returnvalue = {'segments': combined, 'cover': sum((min(100, 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

f192([(2, 9), (5, 10), (14, 21), (18, 24), (28, 34), (33, 36), (43, 47), (48, 52), (59, 61)], 1)

{"cover":37,"holes":[4,4,7,7],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,52],[59,61]]}

193

def f193(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[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

f193(['..###.', '#.#..#', '..##..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[0,2],[1,0],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[15,1,1,1,1]}

194

def f194(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)
    distance = {start: 0}
    pending = [start]
    while pending:
        cur = pending.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
                    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[:3], 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

f194([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('E', 'H')], 'A', 3)

{"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"]}

195

def f195(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)
    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

f195([(2, 9), (5, 10), (14, 24), (18, 24), (28, 34), (33, 36), (43, 47), (48, 50), (59, 61)], 1)

{"cover":35,"holes":[4,4,7,9],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,50],[59,61]]}

196

def f196(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right:
        if name0 not in prices:
            prices[name0] = rate0
    items = []
    for key, count in left[:20]:
        if key in prices:
            items.append((key, count * prices[key] + fee))
    items.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 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

f196([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 11), ('EV', 8), ('FP', 6), ('GQ', 7), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",114],["AN",67],["CX",64],["GQ",32],["BR",16]],"missing":["EV","FP","HR"],"total":293}

197

def f197(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

f197([(2, 9), (5, 10), (14, 21), (18, 24), (28, 34), (33, 36), (43, 47), (48, 52), (59, 61)], 1)

{"cover":37,"holes":[4,4,7,7],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,52],[59,61]]}

198

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

    def normalize(value):
        return str(value).strip(' \r').upper()
    ignored = {normalize(value) for value in ignored}
    a = {normalize(value) for value in left} - ignored
    b = {normalize(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((min(len(value), 8) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

f198(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUEx', 'cyan ', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","BLUEX","CYAN","DELTA","FROST","HELIUM","IVORY"],"both":["CYAN","FROST","IVORY"],"left":["BLUE","DELTA"],"right":["AMBER","BLUEX","HELIUM"],"score":14}

199

def f199(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}
    pending = [start]
    while pending:
        cur = pending.pop(0)
        if steps[cur] < limit:
            for nxt in sorted(routes.get(cur, [])):
                if nxt not in steps and (not nxt.startswith('Z')):
                    steps[nxt] = steps[cur] + 1
                    pending.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

f199([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('A', 'F')], 'A', 3)

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

200

def f200(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)
    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

f200([(2, 9), (5, 10), (14, 24), (18, 24), (28, 34), (33, 36), (43, 47), (48, 50), (59, 61)], 1)

{"cover":35,"holes":[4,4,7,9],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,50],[59,61]]}

201

def f201(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) < 2:
            continue
        frequency[word] = frequency.get(word, 0) + 1
    sorteditems = 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 sorteditems[:5]], 'initials': letters, 'size': min(256, sum((len(word) * count for word, count in frequency.items())))}
    output = dict()
    output.update(returnvalue)
    return output

f201(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['ember'])

{"counts":{"amber":3,"blue":3,"cyan":5,"delta":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"b":3,"c":5,"d":4,"f":1,"g":6,"h":5},"size":138,"top":["garnet","cyan","helium","delta","amber"]}

202

def f202(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 = 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

f202([('S', 2), ('W', 2), ('S', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-2,-5,6,2],"end":[5,2],"far":10,"revisits":[[-2,-4],[3,-4],[5,-4],[4,-4]],"steps":27}

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} - 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

f203(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUEx', 'cyan ', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","BLUEX","CYAN","DELTA","FROST","HELIUM","IVORY"],"both":["CYAN","FROST","IVORY"],"left":["BLUE","DELTA"],"right":["AMBER","BLUEX","HELIUM"],"score":14}

204

def f204(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 += 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

f204([('S', 2), ('W', 2), ('S', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-2,-5,6,2],"end":[5,2],"far":10,"revisits":[[-2,-4],[3,-4],[5,-4],[4,-4]],"steps":27}

205

def f205(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(count % 100):
            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

f205([('S', 2), ('W', 2), ('S', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-2,-5,6,2],"end":[5,2],"far":10,"revisits":[[-2,-4],[3,-4],[5,-4],[4,-4]],"steps":27}

206

def f206(rows, keep, prices):
    rows = list(rows)
    kept = []
    totals = {}
    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}:
            charge = value * prices[group]
            kept.append((code, charge))
            totals[group] = totals.get(group, 0) + charge
            sumvalue += charge
    kept.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(kept), 'total': sumvalue, 'groups': totals, 'top': [code for code, charge in kept[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f206([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 5})

{"accepted":12,"groups":{"core":330,"edge":180,"north":413,"south":80},"top":["BR79","DL42","AN01"],"total":1003}

207

def f207(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] + gap % 5:
            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

f207([(2, 9), (5, 10), (14, 21), (18, 24), (28, 34), (33, 36), (43, 47), (48, 52), (59, 61)], 1)

{"cover":37,"holes":[4,4,7,7],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,52],[59,61]]}

208

def f208(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, 64)):
            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, 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

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

{"bounds":[-2,-5,6,2],"end":[5,2],"far":10,"revisits":[[-2,-4],[3,-4],[5,-4],[4,-4]],"steps":27}

209

def f209(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)
    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

f209([(2, 9), (5, 10), (14, 24), (18, 24), (28, 34), (33, 36), (43, 47), (48, 50), (59, 61)], 1)

{"cover":35,"holes":[4,4,7,9],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,50],[59,61]]}

210

def f210(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' 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:
            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

f210(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['ember'])

{"counts":{"amber":3,"blue":3,"cyan":5,"delta":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"b":3,"c":5,"d":4,"f":1,"g":6,"h":5},"size":138,"top":["garnet","cyan","helium","delta","amber"]}

211

def f211(board):
    board = list(board)
    found = 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 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)
            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

f211(['.####.', '##...#', '...#..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[2,3],[0,1],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[10,6,1,1,1]}

212

def f212(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, min(50, 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

f212([(2, 9), (5, 10), (14, 21), (18, 24), (28, 34), (33, 36), (43, 47), (48, 52), (59, 61)], 1)

{"cover":37,"holes":[4,4,7,7],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,52],[59,61]]}

213

def f213(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, [])):
                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

f213([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('E', 'H')], 'A', 3)

{"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"]}

214

def f214(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

f214(['..###.', '#.#..#', '..##..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[0,2],[1,0],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[15,1,1,1,1]}

215

def f215(left, right, banned):
    left = list(left)

    def normalize(value):
        return str(value).strip(' \r').upper()[:12]
    banned = {normalize(value) 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

f215(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUE', 'cyanx', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","CYAN","CYANX","DELTA","FROST","HELIUM","IVORY"],"both":["BLUE","FROST","IVORY"],"left":["CYAN","DELTA"],"right":["AMBER","CYANX","HELIUM"],"score":14}

216

def f216(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 = 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

f216([('W', 2), ('W', 2), ('N', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-4,0,4,10],"end":[3,10],"far":13,"revisits":[[1,4],[3,4],[2,4]],"steps":27}

217

def f217(lines, stop):
    lines = list(lines)
    frequency = {}
    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
        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

f217(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['blue'])

{"counts":{"amber":3,"cyan":5,"delta":4,"ember":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"c":5,"d":4,"e":4,"f":1,"g":6,"h":5},"size":146,"top":["garnet","cyan","helium","delta","ember"]}

218

def f218(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] < limit:
            for nxt in sorted(routes.get(cur, [])):
                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[:3], 'count': len(levels)}
    output = dict()
    output.update(returnvalue)
    return output

f218([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('E', 'H')], 'A', 3)

{"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"]}

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)}
    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 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

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

{"bounds":[-4,0,4,10],"end":[3,10],"far":13,"revisits":[[1,4],[3,4],[2,4]],"steps":27}

220

def f220(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]))
    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

f220([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10), ('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",104],["AN",67],["CX",64],["GQ",48],["BR",16]],"missing":["EV","FP","HR"],"total":299}

221

def f221(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[:20]:
        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(matched)}
    output = dict()
    output.update(returnvalue)
    return output

f221([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 11), ('EV', 8), ('FP', 6), ('GQ', 7), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",114],["AN",67],["CX",64],["GQ",32],["BR",16]],"missing":["EV","FP","HR"],"total":293}

222

def f222(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}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if distance[cur] < limit:
            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, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

f222([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('E', 'H')], 'A', 3)

{"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"]}

223

def f223(left, right, banned):
    left = list(left)

    def tidy(value):
        return ' '.join(str(value).split()).upper()
    banned = {str(value).upper() for value in banned}
    a = {tidy(value) for value in left} - banned
    b = {tidy(value) for value in right if tidy(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

f223(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUE', 'cyanx', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","CYAN","CYANX","DELTA","FROST","HELIUM","IVORY"],"both":["BLUE","FROST","IVORY"],"left":["CYAN","DELTA"],"right":["AMBER","CYANX","HELIUM"],"score":14}

224

def f224(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:
        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, 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

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

{"bounds":[-2,-5,6,2],"end":[5,2],"far":10,"revisits":[[-2,-4],[3,-4],[5,-4],[4,-4]],"steps":27}

225

def f225(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

f225([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10), ('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",104],["AN",67],["CX",64],["GQ",48],["BR",16]],"missing":["EV","FP","HR"],"total":299}

226

def f226(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} - ignored
    b = {tidy(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((min(len(value), 8) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

f226(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUE', 'cyanx', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","CYAN","CYANX","DELTA","FROST","HELIUM","IVORY"],"both":["BLUE","FROST","IVORY"],"left":["CYAN","DELTA"],"right":["AMBER","CYANX","HELIUM"],"score":14}

227

def f227(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]))
    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

f227([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10), ('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",104],["AN",67],["CX",64],["GQ",48],["BR",16]],"missing":["EV","FP","HR"],"total":299}

228

def f228(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)
    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

f228([(2, 9), (5, 10), (14, 21), (18, 24), (28, 34), (33, 36), (43, 47), (48, 52), (59, 61)], 1)

{"cover":37,"holes":[4,4,7,7],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,52],[59,61]]}

229

def f229(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}
    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 and (not nxt.startswith('Z')):
                    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

f229([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('A', 'F')], 'A', 3)

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

230

def f230(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 = []
            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

f230(['..###.', '#.#..#', '..##..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[0,2],[1,0],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[15,1,1,1,1]}

231

def f231(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(spans, key=lambda pair: pair[0]):
        if not combined or left > combined[-1][1] + gap + 1:
            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

f231([(2, 9), (5, 10), (14, 21), (18, 24), (28, 34), (33, 36), (43, 47), (48, 52), (59, 61)], 1)

{"cover":37,"holes":[4,4,7,7],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,52],[59,61]]}

232

def f232(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)
    steps = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if steps[cur] < limit:
            for nxt in (node for node in sorted(nextmap.get(cur, [])) if len(str(node)) == 1):
                if nxt not in steps:
                    steps[nxt] = steps[cur] + 1
                    queue.append(nxt)
    listing = list(steps)
    furthest = sorted((node for node in steps if steps[node] == max(steps.values())))
    returnvalue = {'order': listing, 'depth': steps, 'frontier': furthest, 'count': len(steps)}
    output = dict()
    output.update(returnvalue)
    return output

f232([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('E', 'H')], 'A', 3)

{"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"]}

233

def f233(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 += 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

f233([('W', 2), ('W', 2), ('N', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-4,0,4,10],"end":[3,10],"far":13,"revisits":[[1,4],[3,4],[2,4]],"steps":27}

234

def f234(board):
    board = list(board)
    known = 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 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)
            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

f234(['..###.', '#.#..#', '..##..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[0,2],[1,0],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[15,1,1,1,1]}

235

def f235(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)
    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)
    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

f235([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('E', 'H')], 'A', 3)

{"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"]}

236

def f236(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] < 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
                    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

f236([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('E', 'H')], 'A', 3)

{"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"]}

237

def f237(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)
                        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

f237(['..###.', '#.#..#', '..##..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[0,2],[1,0],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[15,1,1,1,1]}

238

def f238(left, right, banned):
    left = list(left)

    def canon(value):
        return str(value).strip(' \n').upper()
    banned = {canon(value) for value in banned}
    a = {canon(value) for value in left if canon(value) != canon(value) or canon(value) != ''} - 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((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

f238(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUE', 'cyanx', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","CYAN","CYANX","DELTA","FROST","HELIUM","IVORY"],"both":["BLUE","FROST","IVORY"],"left":["CYAN","DELTA"],"right":["AMBER","CYANX","HELIUM"],"score":14}

239

def f239(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[:64]:
        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': sum((len(word) * count for word, count in frequency.items()))}
    output = dict()
    output.update(returnvalue)
    return output

f239(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['ember'])

{"counts":{"amber":3,"blue":3,"cyan":5,"delta":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"b":3,"c":5,"d":4,"f":1,"g":6,"h":5},"size":138,"top":["garnet","cyan","helium","delta","amber"]}

240

def f240(edges, start, limit):
    edges = list(edges)
    children = {}
    for a, b in edges:
        children.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(children.get(cur, [])):
                if nxt not in levels:
                    levels[nxt] = levels[cur] + 1
                    queue.append(nxt)
    sequence = list(levels)
    edge = sorted((node for node in levels if levels[node] == max(levels.values())))
    returnvalue = {'order': sequence, 'depth': levels, 'frontier': edge, 'count': len(levels)}
    output = dict()
    output.update(returnvalue)
    return output

f240([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('E', 'H')], 'A', 3)

{"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"]}

241

def f241(rows, keep, factors):
    rows = list(rows)
    matches = []
    totals = {}
    sumvalue = 0
    for code, group, state, value in rows:
        if state in keep and value >= 0:
            score = value * abs(factors[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(dict.fromkeys(matches)), 'total': sumvalue, 'groups': totals, 'top': [code for code, score in matches[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f241([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 5})

{"accepted":12,"groups":{"core":330,"edge":180,"north":413,"south":80},"top":["BR79","DL42","AN01"],"total":1003}

242

def f242(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 % 5:
            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

f242([(2, 9), (5, 10), (14, 21), (18, 24), (28, 34), (33, 36), (43, 47), (48, 52), (59, 61)], 1)

{"cover":37,"holes":[4,4,7,7],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,52],[59,61]]}

243

def f243(left, right, banned):
    left = list(left)

    def tidy(value):
        return ' '.join(str(value).split()).upper()
    banned = {str(value).strip() for value in banned}
    a = {tidy(value) for value in left} - banned
    b = {tidy(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

f243(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUEx', 'cyan ', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","BLUEX","CYAN","DELTA","FROST","HELIUM","IVORY"],"both":["CYAN","FROST","IVORY"],"left":["BLUE","DELTA"],"right":["AMBER","BLUEX","HELIUM"],"score":14}

244

def f244(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

f244([(2, 9), (5, 10), (14, 21), (18, 24), (28, 34), (33, 36), (43, 47), (48, 52), (59, 61)], 1)

{"cover":37,"holes":[4,4,7,7],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,52],[59,61]]}

245

def f245(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)
    distance = {start: 0}
    pending = [start]
    while pending:
        cur = pending.pop(0)
        if distance[cur] < limit:
            for nxt in sorted(children.get(cur, [])):
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    pending.append(nxt)
    result = list(distance)
    lastlevel = sorted((node for node in distance if distance[node] == max(distance.values())))
    returnvalue = {'order': result, 'depth': distance, 'frontier': lastlevel, 'count': len(distance)}
    output = dict()
    output.update(returnvalue)
    return output

f245([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('E', 'H')], 'A', 3)

{"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"]}

246

def f246(lines, stop):
    lines = list(lines)
    tallies = {}
    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
        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

f246(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['blue'])

{"counts":{"amber":3,"cyan":5,"delta":4,"ember":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"c":5,"d":4,"e":4,"f":1,"g":6,"h":5},"size":146,"top":["garnet","cyan","helium","delta","ember"]}

247

def f247(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 = 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 = 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

f247([('S', 2), ('W', 2), ('S', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-2,-5,6,2],"end":[5,2],"far":10,"revisits":[[-2,-4],[3,-4],[5,-4],[4,-4]],"steps":27}

248

def f248(left, right, excluded):
    left = list(left)

    def normalize(value):
        return str(value).strip(' \n').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
    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

f248(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUEx', 'cyan ', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","BLUEX","CYAN","DELTA","FROST","HELIUM","IVORY"],"both":["CYAN","FROST","IVORY"],"left":["BLUE","DELTA"],"right":["AMBER","BLUEX","HELIUM"],"score":14}

249

def f249(left, right, excluded):
    left = list(left)

    def tidy(value):
        return str(value).strip(' \r').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((len(value) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

f249(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUEx', 'cyan ', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","BLUEX","CYAN","DELTA","FROST","HELIUM","IVORY"],"both":["CYAN","FROST","IVORY"],"left":["BLUE","DELTA"],"right":["AMBER","BLUEX","HELIUM"],"score":14}

250

def f250(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(matched)}
    output = dict()
    output.update(returnvalue)
    return output

f250([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 11), ('EV', 8), ('FP', 6), ('GQ', 7), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",114],["AN",67],["CX",64],["GQ",32],["BR",16]],"missing":["EV","FP","HR"],"total":293}

251

def f251(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

f251(['..###.', '#.#..#', '..##..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[0,2],[1,0],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[15,1,1,1,1]}

252

def f252(board):
    board = list(board)
    visited = set()
    pieces = []
    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)
            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

f252(['..###.', '#.#..#', '..##..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[0,2],[1,0],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[15,1,1,1,1]}

253

def f253(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:
        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

f253([('S', 2), ('W', 2), ('S', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-2,-5,6,2],"end":[5,2],"far":10,"revisits":[[-2,-4],[3,-4],[5,-4],[4,-4]],"steps":27}

254

def f254(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] = 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

f254([(2, 9), (5, 10), (14, 24), (18, 24), (28, 34), (33, 36), (43, 47), (48, 50), (59, 61)], 1)

{"cover":35,"holes":[4,4,7,9],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,50],[59,61]]}

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

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

{"anchors":[[0,2],[1,0],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[15,1,1,1,1]}

256

def f256(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)
    levels = {start: 0}
    pending = [start]
    while pending:
        cur = pending.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
                    pending.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

f256([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('A', 'F')], 'A', 3)

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

257

def f257(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right[:20]:
        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]))
    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(combined)}
    output = dict()
    output.update(returnvalue)
    return output

f257([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 11), ('EV', 8), ('FP', 6), ('GQ', 7), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",114],["AN",67],["CX",64],["GQ",32],["BR",16]],"missing":["EV","FP","HR"],"total":293}

258

def f258(board):
    board = list(board)
    visited = set()
    components = []
    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)
            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

f258(['.####.', '##...#', '...#..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[2,3],[0,1],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[10,6,1,1,1]}

259

def f259(rows, keep, factors):
    rows = list(rows)
    selected = []
    totals = {}
    sumvalue = 0
    for code, group, state, value in rows:
        if state in keep:
            cost = value * factors[group]
            selected.append((code, cost))
            totals[group] = totals.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': totals, 'top': list(dict.fromkeys((code for code, cost in selected)))[:3]}
    output = dict()
    output.update(returnvalue)
    return output

f259([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 10, 'south': 5, 'core': 11, 'edge': 3})

{"accepted":12,"groups":{"core":330,"edge":108,"north":590,"south":80},"top":["AN01","BR53","BR79"],"total":1108}

260

def f260(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:
        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({key for key, value in matched})}
    output = dict()
    output.update(returnvalue)
    return output

f260([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 11), ('EV', 8), ('FP', 6), ('GQ', 7), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",114],["AN",67],["CX",64],["GQ",32],["BR",16]],"missing":["EV","FP","HR"],"total":293}

261

def f261(left, right, excluded):
    left = list(left)

    def normalize(value):
        return str(value).strip(' \n').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((min(len(value), 8) for value in both))}
    output = dict()
    output.update(returnvalue)
    return output

f261(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUE', 'cyanx', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","CYAN","CYANX","DELTA","FROST","HELIUM","IVORY"],"both":["BLUE","FROST","IVORY"],"left":["CYAN","DELTA"],"right":["AMBER","CYANX","HELIUM"],"score":14}

262

def f262(left, right, fee):
    left = list(left)
    ratemap = {}
    for name0, rate0 in right:
        if name0 not in ratemap or rate0 <= 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]))
    leftover = 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': leftover, 'count': len(items)}
    output = dict()
    output.update(returnvalue)
    return output

f262([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 11), ('EV', 8), ('FP', 6), ('GQ', 7), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",114],["AN",67],["CX",64],["GQ",32],["BR",16]],"missing":["EV","FP","HR"],"total":293}

263

def f263(edges, start, limit):
    edges = list(edges)
    nextmap = {}
    for a, b in edges[:16]:
        nextmap.setdefault(a, []).append(b)
    distance = {start: 0} if limit > 0 or limit < 0 else {}
    work = [start]
    while work:
        cur = work.pop(0)
        if distance[cur] < limit:
            for nxt in sorted(nextmap.get(cur, []))[:20]:
                if nxt not in distance:
                    distance[nxt] = distance[cur] + 1
                    work.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

f263([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('A', 'F')], 'A', 3)

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

264

def f264(rows, keep, prices):
    rows = list(rows)
    kept = []
    buckets = {}
    amount = 0
    for code, group, state, value in rows:
        if state in keep and value != 0:
            cost = value * abs(prices[group])
            kept.append((code, cost))
            buckets[group] = buckets.get(group, 0) + cost
            amount += cost
    kept.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(kept), 'total': amount, 'groups': buckets, 'top': [code for code, cost in kept[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f264([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 5})

{"accepted":12,"groups":{"core":330,"edge":180,"north":413,"south":80},"top":["BR79","DL42","AN01"],"total":1003}

265

def f265(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(dict.fromkeys(selected)), 'total': amount, 'groups': groupmap, 'top': [code for code, cost in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f265([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 5})

{"accepted":12,"groups":{"core":330,"edge":180,"north":413,"south":80},"top":["BR79","DL42","AN01"],"total":1003}

266

def f266(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 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

f266([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10), ('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",104],["AN",67],["CX",64],["GQ",48],["BR",16]],"missing":["EV","FP","HR"],"total":299}

267

def f267(left, right, excluded):
    left = list(left)

    def canon(value):
        return str(value).strip(' ').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
    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

f267(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUEx', 'cyan ', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","BLUEX","CYAN","DELTA","FROST","HELIUM","IVORY"],"both":["CYAN","FROST","IVORY"],"left":["BLUE","DELTA"],"right":["AMBER","BLUEX","HELIUM"],"score":14}

268

def f268(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 += 1
            point = (x, y)
            if point in visited and list(point) not in returns:
                returns.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': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

f268([('W', 2), ('W', 2), ('N', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-4,0,4,10],"end":[3,10],"far":13,"revisits":[[1,4],[3,4],[2,4]],"steps":27}

269

def f269(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} and value >= 0:
            cost = value * prices[group]
            selected.append((code, cost))
            buckets[group] = buckets.get(group, 0) + cost
            amount += cost
    selected.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(dict.fromkeys(selected)), 'total': amount, 'groups': buckets, 'top': [code for code, cost in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f269([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 5})

{"accepted":12,"groups":{"core":330,"edge":180,"north":413,"south":80},"top":["BR79","DL42","AN01"],"total":1003}

270

def f270(left, right, excluded):
    left = list(left)

    def tidy(value):
        return str(value).strip().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
    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

f270(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUE', 'cyanx', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","CYAN","CYANX","DELTA","FROST","HELIUM","IVORY"],"both":["BLUE","FROST","IVORY"],"left":["CYAN","DELTA"],"right":["AMBER","CYANX","HELIUM"],"score":14}

271

def f271(left, right, excluded):
    left = list(left)

    def canon(value):
        return str(value).strip(' \r').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

f271(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUEx', 'cyan ', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","BLUEX","CYAN","DELTA","FROST","HELIUM","IVORY"],"both":["CYAN","FROST","IVORY"],"left":["BLUE","DELTA"],"right":["AMBER","BLUEX","HELIUM"],"score":14}

272

def f272(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 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)
            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

f272(['..###.', '#.#..#', '..##..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[0,2],[1,0],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[15,1,1,1,1]}

273

def f273(rows, keep, factors):
    rows = list(rows)
    selected = []
    buckets = {}
    amount = 0
    for code, group, state, value in rows:
        if state in keep:
            cost = value * factors[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

f273([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 10, 'south': 5, 'core': 11, 'edge': 3})

{"accepted":12,"groups":{"core":330,"edge":108,"north":590,"south":80},"top":["AN01","BR53","BR79"],"total":1108}

274

def f274(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[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)
            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

f274(['..###.', '#.#..#', '..##..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[0,2],[1,0],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[15,1,1,1,1]}

275

def f275(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 = []
            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

f275(['.####.', '##...#', '...#..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[2,3],[0,1],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[10,6,1,1,1]}

276

def f276(board):
    board = list(board)
    known = set()
    regions = []
    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)
                        if len(known) >= 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

f276(['.####.', '##...#', '...#..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[2,3],[0,1],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[10,6,1,1,1]}

277

def f277(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)
    levels = {start: 0} if any((start in edge for edge in edges)) else {}
    pending = [start]
    while pending:
        cur = pending.pop(0)
        if levels[cur] < limit:
            for nxt in (node for node in sorted(routes.get(cur, [])) if len(str(node)) == 1):
                if nxt not in levels:
                    levels[nxt] = levels[cur] + 1
                    pending.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

f277([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('E', 'H')], 'A', 3)

{"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"]}

278

def f278(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 or len(word) > 12:
            continue
        frequency[word] = min(9, 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

f278(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['ember'])

{"counts":{"amber":3,"blue":3,"cyan":5,"delta":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"b":3,"c":5,"d":4,"f":1,"g":6,"h":5},"size":138,"top":["garnet","cyan","helium","delta","amber"]}

279

def f279(rows, keep, ratemap):
    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 * ratemap[group]
            kept.append((code, cost))
            totals[group] = totals.get(group, 0) + cost
            amount += cost
    kept.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(kept), 'total': amount, 'groups': totals, 'top': [code for code, cost in kept[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f279([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 10, 'south': 5, 'core': 11, 'edge': 3})

{"accepted":12,"groups":{"core":330,"edge":108,"north":590,"south":80},"top":["AN01","BR53","BR79"],"total":1108}

280

def f280(rows, keep, factors):
    rows = list(rows)
    kept = []
    totals = {}
    grand = 0
    for code, group, state, value in rows:
        if state in keep:
            cost = value * factors[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(kept), 'total': grand, 'groups': totals, 'top': [code for code, cost in kept[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f280([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 10, 'south': 5, 'core': 11, 'edge': 3})

{"accepted":12,"groups":{"core":330,"edge":108,"north":590,"south":80},"top":["AN01","BR53","BR79"],"total":1108}

281

def f281(rows, keep, ratemap):
    rows = list(rows)
    matches = []
    buckets = {}
    amount = 0
    for code, group, state, value in rows:
        if state in keep and value != 0:
            cost = value * ratemap[group]
            matches.append((code, cost))
            buckets[group] = buckets.get(group, 0) + cost
            amount += cost
    matches.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(matches), 'total': amount, 'groups': buckets, 'top': [code for code, cost in matches[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f281([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 10, 'south': 5, 'core': 11, 'edge': 3})

{"accepted":12,"groups":{"core":330,"edge":108,"north":590,"south":80},"top":["AN01","BR53","BR79"],"total":1108}

282

def f282(left, right, ignored):
    left = list(left)

    def normalize(value):
        return str(value).strip(' \r').upper()
    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
    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

f282(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUEx', 'cyan ', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","BLUEX","CYAN","DELTA","FROST","HELIUM","IVORY"],"both":["CYAN","FROST","IVORY"],"left":["BLUE","DELTA"],"right":["AMBER","BLUEX","HELIUM"],"score":14}

283

def f283(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 = 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

f283([('W', 2), ('W', 2), ('N', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-4,0,4,10],"end":[3,10],"far":13,"revisits":[[1,4],[3,4],[2,4]],"steps":27}

284

def f284(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:
            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

f284([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 11), ('EV', 8), ('FP', 6), ('GQ', 7), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",114],["AN",67],["CX",64],["GQ",32],["BR",16]],"missing":["EV","FP","HR"],"total":293}

285

def f285(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({key for key, value in matched})}
    output = dict()
    output.update(returnvalue)
    return output

f285([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 11), ('EV', 8), ('FP', 6), ('GQ', 7), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",114],["AN",67],["CX",64],["GQ",32],["BR",16]],"missing":["EV","FP","HR"],"total":293}

286

def f286(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, 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, 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': returns[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

f286([('S', 2), ('W', 2), ('S', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-2,-5,6,2],"end":[5,2],"far":10,"revisits":[[-2,-4],[3,-4],[5,-4],[4,-4]],"steps":27}

287

def f287(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} - 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

f287(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUEx', 'cyan ', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","BLUEX","CYAN","DELTA","FROST","HELIUM","IVORY"],"both":["CYAN","FROST","IVORY"],"left":["BLUE","DELTA"],"right":["AMBER","BLUEX","HELIUM"],"score":14}

288

def f288(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(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, 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

f288([('W', 2), ('W', 2), ('N', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-4,0,4,10],"end":[3,10],"far":13,"revisits":[[1,4],[3,4],[2,4]],"steps":27}

289

def f289(rows, keep, factors):
    rows = list(rows)
    selected = []
    groupmap = {}
    amount = 0
    for code, group, state, value in rows:
        if str(state).lower() in {str(item).lower() for item in keep}:
            cost = value * abs(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

f289([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 10, 'south': 5, 'core': 11, 'edge': 3})

{"accepted":12,"groups":{"core":330,"edge":108,"north":590,"south":80},"top":["AN01","BR53","BR79"],"total":1108}

290

def f290(rows, keep, prices):
    rows = list(rows)
    kept = []
    buckets = {}
    sumvalue = 0
    for code, group, state, value in rows:
        if state in keep and value != 0:
            cost = value * prices[group]
            kept.append((code, cost))
            buckets[group] = buckets.get(group, 0) + cost
            sumvalue += cost
    kept.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(kept), 'total': sumvalue, 'groups': buckets, 'top': [code for code, cost in kept[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f290([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 10, 'south': 5, 'core': 11, 'edge': 3})

{"accepted":12,"groups":{"core":330,"edge":108,"north":590,"south":80},"top":["AN01","BR53","BR79"],"total":1108}

291

def f291(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 += 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

f291([('S', 2), ('W', 2), ('S', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-2,-5,6,2],"end":[5,2],"far":10,"revisits":[[-2,-4],[3,-4],[5,-4],[4,-4]],"steps":27}

292

def f292(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:
            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) < 2:
            continue
        frequency[word] = min(9, frequency.get(word, 0) + 1)
    sorteditems = 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 sorteditems[:5]], 'initials': letters, 'size': sum((len(word) * count for word, count in frequency.items()))}
    output = dict()
    output.update(returnvalue)
    return output

f292(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['ember'])

{"counts":{"amber":3,"blue":3,"cyan":5,"delta":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"b":3,"c":5,"d":4,"f":1,"g":6,"h":5},"size":138,"top":["garnet","cyan","helium","delta","amber"]}

293

def f293(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} 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)
    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

f293([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('A', 'F')], 'A', 3)

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

294

def f294(spans, gap):
    spans = list(spans)
    combined = []
    for left, right in sorted(spans):
        if not combined or left > combined[-1][1] + max(0, gap) + 1:
            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

f294([(2, 9), (5, 10), (14, 24), (18, 24), (28, 34), (33, 36), (43, 47), (48, 50), (59, 61)], 1)

{"cover":35,"holes":[4,4,7,9],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,50],[59,61]]}

295

def f295(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, 3 + (count - 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 = (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

f295([('S', 2), ('W', 2), ('S', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-2,-5,6,2],"end":[5,2],"far":10,"revisits":[[-2,-4],[3,-4],[5,-4],[4,-4]],"steps":27}

296

def f296(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}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if steps[cur] < limit:
            for nxt in (node for node in sorted(nextmap.get(cur, [])) if len(str(node)) == 1):
                if nxt not in steps:
                    steps[nxt] = steps[cur] + 1
                    queue.append(nxt)
    result = list(steps)
    furthest = sorted((node for node in steps if steps[node] == max(steps.values())))
    returnvalue = {'order': result, 'depth': steps, 'frontier': furthest, 'count': len(steps)}
    output = dict()
    output.update(returnvalue)
    return output

f296([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('E', 'H')], 'A', 3)

{"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"]}

297

def f297(rows, keep, factors):
    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}:
            charge = value * factors[group]
            selected.append((code, charge))
            totals[group] = totals.get(group, 0) + charge
            sumvalue += charge
    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, charge in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f297([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 10, 'south': 5, 'core': 11, 'edge': 3})

{"accepted":12,"groups":{"core":330,"edge":108,"north":590,"south":80},"top":["AN01","BR53","BR79"],"total":1108}

298

def f298(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)
    steps = {start: 0}
    queue = [start]
    while queue:
        cur = queue.pop(0)
        if steps[cur] < limit:
            for nxt in sorted(children.get(cur, [])):
                if nxt not in steps:
                    steps[nxt] = steps[cur] + 1
                    queue.append(nxt)
    result = list(steps)
    furthest = sorted((node for node in steps if steps[node] == max(steps.values())))
    returnvalue = {'order': result, 'depth': steps, 'frontier': furthest, 'count': len(steps)}
    output = dict()
    output.update(returnvalue)
    return output

f298([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('E', 'H')], 'A', 3)

{"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"]}

299

def f299(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 (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)
    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

f299([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('A', 'F')], 'A', 3)

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

300

def f300(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 = 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 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

f300([('W', 2), ('W', 2), ('N', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-4,0,4,10],"end":[3,10],"far":13,"revisits":[[1,4],[3,4],[2,4]],"steps":27}

301

def f301(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right:
        if name0 not in prices:
            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

f301([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 11), ('EV', 8), ('FP', 6), ('GQ', 7), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",114],["AN",67],["CX",64],["GQ",32],["BR",16]],"missing":["EV","FP","HR"],"total":293}

302

def f302(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)
    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((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

f302([(2, 9), (5, 10), (14, 21), (18, 24), (28, 34), (33, 36), (43, 47), (48, 52), (59, 61)], 1)

{"cover":37,"holes":[4,4,7,7],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,52],[59,61]]}

303

def f303(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] + 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((min(100, 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

f303([(2, 9), (5, 10), (14, 21), (18, 24), (28, 34), (33, 36), (43, 47), (48, 52), (59, 61)], 1)

{"cover":37,"holes":[4,4,7,7],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,52],[59,61]]}

304

def f304(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[:64]:
        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

f304(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['blue'])

{"counts":{"amber":3,"cyan":5,"delta":4,"ember":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"c":5,"d":4,"e":4,"f":1,"g":6,"h":5},"size":146,"top":["garnet","cyan","helium","delta","ember"]}

305

def f305(rows, keep, factors):
    rows = list(rows)
    kept = []
    buckets = {}
    grand = 0
    for code, group, state, value in rows:
        if state in keep:
            charge = value * abs(factors[group])
            kept.append((code, charge))
            buckets[group] = buckets.get(group, 0) + charge
            grand += charge
    kept.sort(key=lambda item: (-item[1], str(item[0]).casefold()))
    returnvalue = {'accepted': len(kept), 'total': grand, 'groups': buckets, 'top': [code for code, charge in kept[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f305([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 10, 'south': 5, 'core': 11, 'edge': 3})

{"accepted":12,"groups":{"core":330,"edge":108,"north":590,"south":80},"top":["AN01","BR53","BR79"],"total":1108}

306

def f306(rows, keep, ratemap):
    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 * 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(dict.fromkeys(selected)), 'total': amount, 'groups': buckets, 'top': [code for code, cost in selected[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f306([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 7, 'south': 5, 'core': 11, 'edge': 5})

{"accepted":12,"groups":{"core":330,"edge":180,"north":413,"south":80},"top":["BR79","DL42","AN01"],"total":1003}

307

def f307(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 (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)
    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

f307([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('E', 'H')], 'A', 3)

{"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"]}

308

def f308(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] + gap % 5:
            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

f308([(2, 9), (5, 10), (14, 24), (18, 24), (28, 34), (33, 36), (43, 47), (48, 50), (59, 61)], 1)

{"cover":35,"holes":[4,4,7,9],"longest":10,"segments":[[2,10],[14,24],[28,36],[43,50],[59,61]]}

309

def f309(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 = []
            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

f309(['.####.', '##...#', '...#..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[2,3],[0,1],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[10,6,1,1,1]}

310

def f310(rows, keep, prices):
    rows = list(rows)
    matches = []
    groupmap = {}
    amount = 0
    for code, group, state, value in rows:
        if state in keep:
            cost = value * prices[group]
            matches.append((code, cost))
            groupmap[group] = groupmap.get(group, 0) + cost
            amount += cost
    matches.sort(key=lambda item: (-item[1], item[0]))
    returnvalue = {'accepted': len(dict.fromkeys(matches)), 'total': amount, 'groups': groupmap, 'top': [code for code, cost in matches[:3]]}
    output = dict()
    output.update(returnvalue)
    return output

f310([('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10), ('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)], ['ready', 'checked'], {'north': 10, 'south': 5, 'core': 11, 'edge': 3})

{"accepted":12,"groups":{"core":330,"edge":108,"north":590,"south":80},"top":["AN01","BR53","BR79"],"total":1108}

311

def f311(left, right, fee):
    left = list(left)
    prices = {}
    for name0, rate0 in right[:20]:
        if name0 not in prices:
            prices[name0] = rate0
    combined = []
    for key, count in left:
        if key in prices:
            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({key for key, value in combined})}
    output = dict()
    output.update(returnvalue)
    return output

f311([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10), ('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",104],["AN",67],["CX",64],["GQ",48],["BR",16]],"missing":["EV","FP","HR"],"total":299}

312

def f312(left, right, banned):
    left = list(left)

    def canon(value):
        return str(value).strip().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

f312(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUE', 'cyanx', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","CYAN","CYANX","DELTA","FROST","HELIUM","IVORY"],"both":["BLUE","FROST","IVORY"],"left":["CYAN","DELTA"],"right":["AMBER","CYANX","HELIUM"],"score":14}

313

def f313(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

f313([('AN', 9), ('BR', 3), ('CX', 12), ('DL', 11), ('EV', 8), ('FP', 6), ('GQ', 7), ('HR', 7)], [('AN', 7), ('BR', 4), ('CX', 5), ('DL', 10), ('GQ', 4)], 4)

{"count":5,"items":[["DL",114],["AN",67],["CX",64],["GQ",32],["BR",16]],"missing":["EV","FP","HR"],"total":293}

314

def f314(left, right, excluded):
    left = list(left)

    def canon(value):
        return str(value).strip(' ').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
    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

f314(['BLUE', 'Ember', 'ivory', 'cyan ', 'delta', 'frost', 'Ember'], ['BLUEx', 'cyan ', 'ivory', 'frost', 'helium', ' Amber', 'Ember'], ['EMBER'])

{"all":["AMBER","BLUE","BLUEX","CYAN","DELTA","FROST","HELIUM","IVORY"],"both":["CYAN","FROST","IVORY"],"left":["BLUE","DELTA"],"right":["AMBER","BLUEX","HELIUM"],"score":14}

315

def f315(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(min(count, 3 + (count - 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, 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

f315([('S', 2), ('W', 2), ('S', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-2,-5,6,2],"end":[5,2],"far":10,"revisits":[[-2,-4],[3,-4],[5,-4],[4,-4]],"steps":27}

316

def f316(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)
    steps = {start: 0}
    work = [start]
    while work:
        cur = work.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
                    work.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

f316([('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F'), ('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('E', 'H')], 'A', 3)

{"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"]}

317

def f317(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:
        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 repeats:
                repeats.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': repeats[:5], 'bounds': [lowx, lowy, highx, highy], 'steps': used}
    output = dict()
    output.update(returnvalue)
    return output

f317([('W', 2), ('W', 2), ('N', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-4,0,4,10],"end":[3,10],"far":13,"revisits":[[1,4],[3,4],[2,4]],"steps":27}

318

def f318(board):
    board = list(board)
    found = 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 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)
            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

f318(['.####.', '##...#', '...#..', '#####.', '.###.#', '.#..#.'])

{"anchors":[[2,3],[0,1],[1,5],[4,5],[5,4]],"count":5,"filled":19,"sizes":[10,6,1,1,1]}

319

def f319(lines, stop):
    lines = list(lines)
    tallies = {}
    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:
        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

f319(['Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium', 'Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'], ['blue'])

{"counts":{"amber":3,"cyan":5,"delta":4,"ember":4,"frost":1,"garnet":6,"helium":5},"initials":{"a":3,"c":5,"d":4,"e":4,"f":1,"g":6,"h":5},"size":146,"top":["garnet","cyan","helium","delta","ember"]}

320

def f320(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, 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, 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

f320([('S', 2), ('W', 2), ('S', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1), ('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1)])

{"bounds":[-2,-5,6,2],"end":[5,2],"far":10,"revisits":[[-2,-4],[3,-4],[5,-4],[4,-4]],"steps":27}

Final Query

Give me the output of the final query without executing it!

import json, re
from collections import deque
out = {}
board = list(('..###.', '#.#..#') + ('..##..', '#####.', '.###.#', '.#..#.'))
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)}
clue = record['aa'][0]
route = clue
cases = {
    10: list((('W', 2), ('W', 2), ('N', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1)) + (('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1))),
    15: list((('S', 2), ('W', 2), ('S', 3), ('N', 1), ('E', 2), ('E', 2), ('E', 1), ('N', 1)) + (('S', 1), ('E', 1), ('E', 2), ('W', 2), ('N', 3), ('N', 3), ('E', 1))),
}
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}
stamp = record['bb']
left = list(('BLUE', 'Ember', 'ivory') + ('cyan ', 'delta', 'frost', 'Ember'))
blocked = ['EMBER']
route = stamp
cases = {
    10: list(('BLUEx', 'cyan ', 'ivory') + ('frost', 'helium', ' Amber', 'Ember')),
    13: list(('BLUE', 'cyanx', 'ivory') + ('frost', 'helium', ' Amber', '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))}
ticket = record['aa'][0]
lines = list(('Amber, garnet. garnet ember', 'Delta, garnet. delta delta helium') + ('Cyan, blue. ember frost', 'Helium, amber. helium amber cyan', 'Ember, helium. garnet blue', 'Cyan, cyan. cyan delta ember', 'Garnet, garnet. blue helium'))
route = ticket
cases = {
    'BLUE': ['ember'],
    'CYAN': ['blue'],
}
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))}
badge = record['dd']
rows = list((('CX31', 'north', 'ready', 8), ('BR68', 'edge', 'ready', 18), ('DL05', 'south', 'ready', 6), ('DL42', 'core', 'ready', 11), ('BR79', 'core', 'ready', 14), ('AN16', 'edge', 'checked', 18), ('BR53', 'north', 'ready', 16), ('BR90', 'south', 'ready', 10)) + (('AN27', 'core', 'checked', 5), ('CX64', 'edge', 'hold', 8), ('AN01', 'north', 'checked', 17), ('DL38', 'north', 'ready', 8), ('CX75', 'north', 'ready', 10), ('AN12', 'edge', 'void', 24)))
keep = list(('ready',) + ('checked',))
route = stamp
cases = {
    10: dict((('north', 10), ('south', 5), ('core', 11)) + (('edge', 3),)),
    13: dict((('north', 7), ('south', 5), ('core', 11)) + (('edge', 5),)),
}
rates = 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}
permit = record['bb']
right = list((('AN', 7), ('BR', 4)) + (('CX', 5), ('DL', 10), ('GQ', 4)))
fee = 4
route = (badge, permit)
cases = {
    (138, 1003): list((('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10)) + (('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7))),
    (138, 1108): list((('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10)) + (('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7))),
    (146, 1003): list((('AN', 9), ('BR', 3), ('CX', 12), ('DL', 10)) + (('EV', 8), ('FP', 6), ('GQ', 11), ('HR', 7))),
    (146, 1108): list((('AN', 9), ('BR', 3), ('CX', 12), ('DL', 11)) + (('EV', 8), ('FP', 6), ('GQ', 7), ('HR', 7))),
}
left = cases[route]
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)}
signal = record['bb']
start = 'A'
limit = 3
route = signal
cases = {
    293: list((('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F')) + (('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('E', 'H'))),
    299: list((('A', 'C'), ('A', 'B'), ('B', 'D'), ('B', 'E'), ('C', 'F')) + (('D', 'G'), ('E', 'G'), ('F', 'H'), ('G', 'A'), ('C', 'E'), ('H', 'B'), ('A', 'F'))),
}
edges = 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)}
token = record['aa'][3]
gap = 1
route = token
cases = {
    'F': list(((2, 9), (5, 10), (14, 21), (18, 24), (28, 34)) + ((33, 36), (43, 47), (48, 52), (59, 61))),
    'D': list(((2, 9), (5, 10), (14, 24), (18, 24), (28, 34)) + ((33, 36), (43, 47), (48, 50), (59, 61))),
}
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))}
out['aa'] = record['aa']
out['bb'] = record['bb']
out['cc'] = record['cc']
out['dd'] = record['dd']
print(json.dumps(out, separators=(",", ":"), sort_keys=True))