aboutsummaryrefslogtreecommitdiffstats
path: root/research/experiments/044-specs/json_rec.py
blob: c7951e50e710e3ca1c46c876316c90518b1ca9d4 (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
# A JSON text read into a tree by recursive descent and walked depth first for a digest: the design of aup's
# examples/json_tree.aup in 027's stage 2c, in plain Python (the reference 140 counts its lines against; the tree is
# Python's own values, an object kept as pairs). A text that is no JSON raises (ValueError, or IndexError past its
# end), as the event fails.
import re


class Pairs(list):
    pass


def space(b):
    return b in (0x20, 0x09, 0x0a, 0x0d)


def digit(b):
    return 0x30 <= b <= 0x39


def hexdigit(b):
    return digit(b) or 0x61 <= b <= 0x66 or 0x41 <= b <= 0x46


def require(ok):
    if not ok:
        raise ValueError


def code(d, i):
    return int(d[i:i + 4], 16)


def escape(d, i):
    return d[i] == 0x5c and d[i + 1] == 0x75 and all(hexdigit(d[k]) for k in range(i + 2, i + 6))


def skip(d, i):
    while i < len(d) and space(d[i]):
        i += 1
    return i


def string(d, i):
    require(d[i] == 0x22)
    s, j = bytearray(), i + 1
    while d[j] != 0x22:
        start = j
        while d[j] != 0x22 and d[j] != 0x5c and d[j] >= 0x20:
            j += 1
        s += d[start:j]
        require(d[j] >= 0x20)
        if d[j] == 0x5c:
            e = d[j + 1]
            if e == 0x75:
                require(escape(d, j))
                u = code(d, j + 2)
                j += 6
                if 0xd800 <= u < 0xdc00 and j + 5 < len(d) and escape(d, j) and 0xdc00 <= code(d, j + 2) < 0xe000:
                    u = 0x10000 + ((u - 0xd800) << 10 | code(d, j + 2) - 0xdc00)
                    j += 6
                s += chr(u).encode()  # a lone surrogate raises
            else:
                require(e in b'"\\/bfnrt')
                s += {0x62: b'\b', 0x66: b'\f', 0x6e: b'\n', 0x72: b'\r', 0x74: b'\t'}.get(e, bytes([e]))
                j += 2
    return s.decode(), j + 1


def number(t):
    require(re.fullmatch(r'-?(0|[1-9]\d*)(\.\d+)?([eE][+-]?\d+)?', t))
    x = float(t)
    require(abs(x) != float('inf'))
    return x


def value(d, i):
    j = skip(d, i)
    b = d[j]
    if b in (0x5b, 0x7b):
        items = [] if b == 0x5b else Pairs()
        j = skip(d, j + 1)
        if d[j] != b + 2:
            while True:
                if b == 0x5b:
                    v, k = value(d, j)
                    items.append(v)
                else:
                    name, k = string(d, j)
                    k = skip(d, k)
                    require(d[k] == 0x3a)
                    v, k = value(d, k + 1)
                    items.append((name, v))
                j = skip(d, k)
                if d[j] != 0x2c:
                    break
                j = skip(d, j + 1)
            require(d[j] == b + 2)
        return items, j + 1
    if b == 0x22:
        return string(d, j)
    if b == 0x2d or digit(b):
        start, j = j, j + 1
        while j < len(d) and (digit(d[j]) or d[j] in b'.eE+-'):
            j += 1
        return number(d[start:j].decode()), j
    for word, v in ((b'true', True), (b'false', False), (b'null', None)):
        if d[j:j + len(word)] == word:
            return v, j + len(word)
    raise ValueError


def walk(x, d):
    if x is None: d['nulls'] += 1
    elif x is True: d['trues'] += 1
    elif x is False: d['falses'] += 1
    elif isinstance(x, float): d['numbers'] += 1; d['sum'] += x
    elif isinstance(x, str): d['strings'] += 1; d['text_bytes'] += len(x.encode())
    elif isinstance(x, Pairs):
        d['objects'] += 1
        for k, v in x:
            d['key_bytes'] += len(k.encode())
            walk(v, d)
    else:
        d['arrays'] += 1
        for y in x:
            walk(y, d)


def check(data):
    data.decode()  # UTF-8, as text(check.data) is
    root, end = value(data, 0)
    require(skip(data, end) == len(data))
    d = dict(nulls=0, trues=0, falses=0, numbers=0, strings=0, arrays=0, objects=0, sum=0.0, text_bytes=0, key_bytes=0)
    walk(root, d)
    return d


if __name__ == '__main__':
    import json, os, sys, time
    sys.setrecursionlimit(100000)
    suite = sys.argv[1]
    for name in sorted(os.listdir(suite)):
        try:
            got = check(open(os.path.join(suite, name), 'rb').read())
        except (ValueError, IndexError, RecursionError):
            got = None
        assert not name.startswith('y_') or got is not None, name
        assert not name.startswith('n_') or got is None, name
    big = b'[' + b','.join(b'{"key%d": [1.5e3, true, null, "text \\u00e9 %d"]}' % (k, k) for k in range(2000)) + b']'
    runs, loads = [], []
    for _ in range(7):
        start = time.perf_counter()
        check(big)
        runs.append((time.perf_counter() - start) * 1e9 / len(big))
        start = time.perf_counter()
        d = dict(nulls=0, trues=0, falses=0, numbers=0, strings=0, arrays=0, objects=0, sum=0.0, text_bytes=0, key_bytes=0)
        walk(json.loads(big, object_pairs_hook=Pairs, parse_int=float), d)
        loads.append((time.perf_counter() - start) * 1e9 / len(big))
    print('{"size":%d,"python_ns_per_byte":%.1f,"python_json_module_ns_per_byte":%.1f}' % (len(big), sorted(runs)[3], sorted(loads)[3]))