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How to use _in_range method in pandera

Best Python code snippet using pandera_python

b.py

Source: b.py

2from .utils import read_passports3"""4Goal: count the number of passports that meet the validation criteria.5"""6def _in_range(val, low, high):7    return val in range(low, high+1)8def birth_year(date):9    """10    Four digits; at least 1920 and at most 2002.11    """12    try:13        date = int(date)14    except TypeError:15        return16    else:17        return _in_range(date, 1920, 2002)18def issue_year(date):19    """20    Four digits; at least 2010 and at most 2020.21    """22    try:23        date = int(date)24    except TypeError:25        return26    else:27        return _in_range(date, 2010, 2020)28def expiry_year(date):29    """30    Expiration Year - four digits; at least 2020 and at most 2030.31    """32    try:33        date = int(date)34    except TypeError:35        return36    else:37        return _in_range(date, 2020, 2030)38def height(hgt):39    """40    Height - a number followed by either cm or in:41    If cm, the number must be at least 150 and at most 193.42    If in, the number must be at least 59 and at most 76.43    """44    if hgt.endswith('cm'):45        try:46            hgt = int(hgt.strip('cm'))47        except TypeError:48            return49        else:50            return _in_range(hgt, 150, 193)51    elif hgt.endswith('in'):52        try:53            hgt = int(hgt.strip('in'))54        except TypeError:55            return56        else:57            return _in_range(hgt, 59, 76)58def hair(hcl):59    """60    hcl (Hair Color) - a # followed by exactly six characters 0-9 or a-f.61    """62    return bool(re.match(r'^#[0-9a-f]{6}$', hcl))63def eye_colour(ecl):64    """65    ecl (Eye Color) - exactly one of: amb blu brn gry grn hzl oth.66    """67    return ecl in {'amb', 'blu', 'brn', 'gry', 'grn', 'hzl', 'oth'}68def passport_id(pid):69    """70    pid (Passport ID) - a nine-digit number, including leading zeroes.71    """...

ThoSuaOngNuoc.py

Source: ThoSuaOngNuoc.py

1DIRECTION = {2             'l': (0, -1),3             'r': (0, 1),4             'u': (-1, 0),5             'd': (1, 0)6            }7FLOW = {8        'l': {'2': 'l', '3': 'd', '6': 'u', '7': 'l'},9        'r': {'2': 'r', '4': 'd', '5': 'u', '7': 'r'},10        'd': {'1': 'd', '5': 'l', '6': 'r', '7': 'd'},11        'u': {'1': 'u', '3': 'r', '4': 'l', '7': 'u'}12       }13_IN_RANGE = lambda x, y, state: 0<=x<len(state) and 0<=y<len(state[0])14def find_starting_points(state):15    16    pipes = list(filter(lambda x: 'a'<=x<='z',''.join(state)))17    starts = {}18    for i in range(len(state)):19        for j in range(len(state[0])):20            if 'a'<=state[i][j]<='z':21                starts[state[i][j]] = [i,j]22    return starts, pipes23def follow_flow(flow, current_path, state, end, final_path):24    25    x, y = [x+y for x,y in zip(current_path[-1], DIRECTION[flow])]26    if _IN_RANGE(x, y, state) and state[x][y] == end:27        final_path.append(current_path + [''])28    elif _IN_RANGE(x, y, state) and state[x][y] in FLOW[flow]:29        return follow_flow(FLOW[flow][state[x][y]], current_path + [[x, y]], state, end, final_path)30    else:31        final_path.append(current_path + ['leak'])32    return final_path33def sum_water(total_path):34    35    final_cells = set()36    first_leak = list(map(lambda x: len(x), filter(lambda x: 'leak' in x, total_path)))37    first_leak = 0 if len(first_leak) == 0 else min(first_leak) - 138    for path in total_path:39        path = path[:-1]40        path = list(map(lambda x: str(x[0]) + ' ' + str(x[1]), path))41        idx = min(first_leak, len(path)) if first_leak else len(path)42        final_cells |= set(path[:idx])43    return len(final_cells) * (-1 if first_leak > 0 else 1)44def pipesGame(state):45    46    starts, pipes = find_starting_points(state)47    total_path = []48    for pipe in pipes:49        end = pipe.upper()50        for di in DIRECTION:51            x, y = [x+y for x,y in zip(starts[pipe], DIRECTION[di])]52            if _IN_RANGE(x, y, state) and state[x][y] in FLOW[di]:53                total_path += follow_flow(FLOW[di][state[x][y]], [[x, y]], state, end, [])54    return sum_water(total_path)55n = int(input())56arr = []57for i in range(n):58    arr.append(input())...

namelist_functions.py

Source: namelist_functions.py

...11            return rnd.choice(a=[True, False], size=particles.weight.shape, p=[prob, 1-prob])12        return _random_select13## end random_select14def spatial_filter(xmin=None,xmax=None,ymin=None,ymax=None,zmin=None,zmax=None):15    return lambda p: _in_range(p.x,xmin,xmax) \16        * _in_range(p.y,ymin,ymax)\17        * _in_range(p.z,zmin,zmax)18def _in_range(s, minimum,maximum):19    if (minimum is not None) and (maximum is not None):20        return np.logical_and(minimum<=s, s<maximum)21    elif (minimum is not None) and (maximum is None):22        return minimum <= s23    elif (minimum is None) and (maximum is not None):24        return s < maximum25    else:...

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