|
| 1 | +""" |
| 2 | +Author : zhangxianbing1 |
| 3 | +Date : 2020-12-27 09:22:14 |
| 4 | +LastEditors : zhangxianbing1 |
| 5 | +LastEditTime : 2020-12-27 12:48:15 |
| 6 | +Description : |
| 7 | +""" |
| 8 | +__version__ = "1.0.0" |
| 9 | +__author__ = "zhangxianbing" |
| 10 | + |
| 11 | + |
| 12 | +import json |
| 13 | +import re |
| 14 | +import sys |
| 15 | + |
| 16 | +# XXX BUGS: |
| 17 | +# evalx is generally a crock: |
| 18 | + |
| 19 | +# there are probably myriad unexpected ways to get an exception: |
| 20 | +# wrap initial "trace" call in jsonpath body in a try/except?? |
| 21 | + |
| 22 | +# XXX TODO: |
| 23 | +# internally keep paths as lists to preserve integer types |
| 24 | +# (instead of as ';' delimited strings) |
| 25 | + |
| 26 | +__all__ = ["jsonpath"] |
| 27 | + |
| 28 | + |
| 29 | +def normalize(x): |
| 30 | + """normalize the path expression; outside jsonpath to allow testing""" |
| 31 | + subx = [] |
| 32 | + |
| 33 | + # replace index/filter expressions with placeholders |
| 34 | + # Python anonymous functions (lambdas) are cryptic, hard to debug |
| 35 | + def f1(m): |
| 36 | + n = len(subx) # before append |
| 37 | + g1 = m.group(1) |
| 38 | + subx.append(g1) |
| 39 | + ret = "[#%d]" % n |
| 40 | + # print("f1:", g1, ret) |
| 41 | + return ret |
| 42 | + |
| 43 | + x = re.sub(r"[\['](\??\(.*?\))[\]']", f1, x) |
| 44 | + |
| 45 | + # added the negative lookbehind -krhodes |
| 46 | + x = re.sub(r"'?(?<!@)\.'?|\['?", ";", x) |
| 47 | + |
| 48 | + x = re.sub(r";;;|;;", ";..;", x) |
| 49 | + |
| 50 | + x = re.sub(r";$|'?\]|'$", "", x) |
| 51 | + |
| 52 | + # put expressions back |
| 53 | + def f2(m): |
| 54 | + g1 = m.group(1) |
| 55 | + # print("f2:", g1) |
| 56 | + return subx[int(g1)] |
| 57 | + |
| 58 | + x = re.sub(r"#([0-9]+)", f2, x) |
| 59 | + |
| 60 | + return x |
| 61 | + |
| 62 | + |
| 63 | +def jsonpath(obj, expr, result_type="VALUE", debug=0, use_eval=True): |
| 64 | + """traverse JSON object using jsonpath expr, returning values or paths""" |
| 65 | + |
| 66 | + def s(x, y): |
| 67 | + """concatenate path elements""" |
| 68 | + return str(x) + ";" + str(y) |
| 69 | + |
| 70 | + def isint(x): |
| 71 | + """check if argument represents a decimal integer""" |
| 72 | + return x.isdigit() |
| 73 | + |
| 74 | + def as_path(path): |
| 75 | + """convert internal path representation to |
| 76 | + "full bracket notation" for PATH output""" |
| 77 | + p = "$" |
| 78 | + for piece in path.split(";")[1:]: |
| 79 | + # make a guess on how to index |
| 80 | + # XXX need to apply \ quoting on '!! |
| 81 | + if isint(piece): |
| 82 | + p += "[%s]" % piece |
| 83 | + else: |
| 84 | + p += "['%s']" % piece |
| 85 | + return p |
| 86 | + |
| 87 | + def store(path, object): |
| 88 | + if result_type == "VALUE": |
| 89 | + result.append(object) |
| 90 | + elif result_type == "IPATH": # Index format path (Python ext) |
| 91 | + # return list of list of indices -- can be used w/o "eval" or split |
| 92 | + result.append(path.split(";")[1:]) |
| 93 | + else: # PATH |
| 94 | + result.append(as_path(path)) |
| 95 | + return path |
| 96 | + |
| 97 | + def trace(expr, obj, path): |
| 98 | + if debug: |
| 99 | + print("trace", expr, "/", path) |
| 100 | + if expr: |
| 101 | + x = expr.split(";") |
| 102 | + loc = x[0] |
| 103 | + x = ";".join(x[1:]) |
| 104 | + if debug: |
| 105 | + print("\t", loc, type(obj)) |
| 106 | + if loc == "*": |
| 107 | + |
| 108 | + def f03(key, loc, expr, obj, path): |
| 109 | + if debug > 1: |
| 110 | + print("\tf03", key, loc, expr, path) |
| 111 | + trace(s(key, expr), obj, path) |
| 112 | + |
| 113 | + walk(loc, x, obj, path, f03) |
| 114 | + elif loc == "..": |
| 115 | + trace(x, obj, path) |
| 116 | + |
| 117 | + def f04(key, loc, expr, obj, path): |
| 118 | + if debug > 1: |
| 119 | + print("\tf04", key, loc, expr, path) |
| 120 | + if isinstance(obj, dict): |
| 121 | + if key in obj: |
| 122 | + trace(s("..", expr), obj[key], s(path, key)) |
| 123 | + else: |
| 124 | + if key < len(obj): |
| 125 | + trace(s("..", expr), obj[key], s(path, key)) |
| 126 | + |
| 127 | + walk(loc, x, obj, path, f04) |
| 128 | + elif loc == "!": |
| 129 | + # Perl jsonpath extension: return keys |
| 130 | + def f06(key, loc, expr, obj, path): |
| 131 | + if isinstance(obj, dict): |
| 132 | + trace(expr, key, path) |
| 133 | + |
| 134 | + walk(loc, x, obj, path, f06) |
| 135 | + elif isinstance(obj, dict) and loc in obj: |
| 136 | + trace(x, obj[loc], s(path, loc)) |
| 137 | + elif isinstance(obj, list) and isint(loc): |
| 138 | + iloc = int(loc) |
| 139 | + if debug: |
| 140 | + print("----->", iloc, len(obj)) |
| 141 | + if len(obj) > iloc: |
| 142 | + trace(x, obj[iloc], s(path, loc)) |
| 143 | + else: |
| 144 | + # [(index_expression)] |
| 145 | + if loc.startswith("(") and loc.endswith(")"): |
| 146 | + if debug > 1: |
| 147 | + print("index", loc) |
| 148 | + e = evalx(loc, obj) |
| 149 | + trace(s(e, x), obj, path) |
| 150 | + return |
| 151 | + |
| 152 | + # ?(filter_expression) |
| 153 | + if loc.startswith("?(") and loc.endswith(")"): |
| 154 | + if debug > 1: |
| 155 | + print("filter", loc) |
| 156 | + |
| 157 | + def f05(key, loc, expr, obj, path): |
| 158 | + if debug > 1: |
| 159 | + print("f05", key, loc, expr, path) |
| 160 | + if isinstance(obj, dict): |
| 161 | + eval_result = evalx(loc, obj[key]) |
| 162 | + else: |
| 163 | + eval_result = evalx(loc, obj[int(key)]) |
| 164 | + if eval_result: |
| 165 | + trace(s(key, expr), obj, path) |
| 166 | + |
| 167 | + loc = loc[2:-1] |
| 168 | + walk(loc, x, obj, path, f05) |
| 169 | + return |
| 170 | + |
| 171 | + m = re.match(r"(-?[0-9]*):(-?[0-9]*):?(-?[0-9]*)$", loc) |
| 172 | + if m: |
| 173 | + if isinstance(obj, (dict, list)): |
| 174 | + |
| 175 | + def max(x, y): |
| 176 | + if x > y: |
| 177 | + return x |
| 178 | + return y |
| 179 | + |
| 180 | + def min(x, y): |
| 181 | + if x < y: |
| 182 | + return x |
| 183 | + return y |
| 184 | + |
| 185 | + objlen = len(obj) |
| 186 | + s0 = m.group(1) |
| 187 | + s1 = m.group(2) |
| 188 | + s2 = m.group(3) |
| 189 | + |
| 190 | + # XXX int("badstr") raises exception |
| 191 | + start = int(s0) if s0 else 0 |
| 192 | + end = int(s1) if s1 else objlen |
| 193 | + step = int(s2) if s2 else 1 |
| 194 | + |
| 195 | + if start < 0: |
| 196 | + start = max(0, start + objlen) |
| 197 | + else: |
| 198 | + start = min(objlen, start) |
| 199 | + if end < 0: |
| 200 | + end = max(0, end + objlen) |
| 201 | + else: |
| 202 | + end = min(objlen, end) |
| 203 | + |
| 204 | + for i in range(start, end, step): |
| 205 | + trace(s(i, x), obj, path) |
| 206 | + return |
| 207 | + |
| 208 | + # after (expr) & ?(expr) |
| 209 | + if loc.find(",") >= 0: |
| 210 | + # [index,index....] |
| 211 | + for piece in re.split(r"'?,'?", loc): |
| 212 | + if debug > 1: |
| 213 | + print("piece", piece) |
| 214 | + trace(s(piece, x), obj, path) |
| 215 | + else: |
| 216 | + store(path, obj) |
| 217 | + |
| 218 | + def walk(loc, expr, obj, path, funct): |
| 219 | + if isinstance(obj, list): |
| 220 | + for i in range(0, len(obj)): |
| 221 | + funct(i, loc, expr, obj, path) |
| 222 | + elif isinstance(obj, dict): |
| 223 | + for key in obj: |
| 224 | + funct(key, loc, expr, obj, path) |
| 225 | + |
| 226 | + def evalx(loc, obj): |
| 227 | + """eval expression""" |
| 228 | + |
| 229 | + if debug: |
| 230 | + print("evalx", loc) |
| 231 | + |
| 232 | + # a nod to JavaScript. doesn't work for @.name.name.length |
| 233 | + # Write len(@.name.name) instead!!! |
| 234 | + loc = loc.replace("@.length", "len(__obj)") |
| 235 | + |
| 236 | + loc = loc.replace("&&", " and ").replace("||", " or ") |
| 237 | + |
| 238 | + # replace [email protected] with 'name' not in obj |
| 239 | + # XXX handle [email protected].... |
| 240 | + def notvar(m): |
| 241 | + return "'%s' not in __obj" % m.group(1) |
| 242 | + |
| 243 | + loc = re.sub("!@\.([a-zA-Z@_0-9-]*)", notvar, loc) |
| 244 | + |
| 245 | + # replace @.name.... with __obj['name'].... |
| 246 | + # handle @.name[.name...].length |
| 247 | + def varmatch(m): |
| 248 | + def brackets(elts): |
| 249 | + ret = "__obj" |
| 250 | + for e in elts: |
| 251 | + if isint(e): |
| 252 | + ret += "[%s]" % e # ain't necessarily so |
| 253 | + else: |
| 254 | + ret += "['%s']" % e # XXX beware quotes!!!! |
| 255 | + return ret |
| 256 | + |
| 257 | + g1 = m.group(1) |
| 258 | + elts = g1.split(".") |
| 259 | + if elts[-1] == "length": |
| 260 | + return "len(%s)" % brackets(elts[1:-1]) |
| 261 | + return brackets(elts[1:]) |
| 262 | + |
| 263 | + loc = re.sub(r"(?<!\\)(@\.[a-zA-Z@_.0-9]+)", varmatch, loc) |
| 264 | + |
| 265 | + # removed = -> == translation |
| 266 | + # causes problems if a string contains = |
| 267 | + |
| 268 | + # replace @ w/ "__obj", but \@ means a literal @ |
| 269 | + loc = re.sub(r"(?<!\\)@", "__obj", loc).replace(r"\@", "@") |
| 270 | + if not use_eval: |
| 271 | + if debug: |
| 272 | + print("eval disabled") |
| 273 | + raise Exception("eval disabled") |
| 274 | + if debug: |
| 275 | + print("eval", loc) |
| 276 | + try: |
| 277 | + # eval w/ caller globals, w/ local "__obj"! |
| 278 | + v = eval(loc, caller_globals, {"__obj": obj}) |
| 279 | + except Exception as e: |
| 280 | + if debug: |
| 281 | + print(repr(e)) |
| 282 | + return False |
| 283 | + |
| 284 | + if debug: |
| 285 | + print("->", v) |
| 286 | + return v |
| 287 | + |
| 288 | + # body of jsonpath() |
| 289 | + |
| 290 | + # Get caller globals so eval can pick up user functions!!! |
| 291 | + caller_globals = sys._getframe(1).f_globals |
| 292 | + result = [] |
| 293 | + if expr and obj: |
| 294 | + cleaned_expr = normalize(expr) |
| 295 | + if cleaned_expr.startswith("$;"): |
| 296 | + cleaned_expr = cleaned_expr[2:] |
| 297 | + |
| 298 | + # XXX wrap this in a try?? |
| 299 | + trace(cleaned_expr, obj, "$") |
| 300 | + |
| 301 | + if len(result) > 0: |
| 302 | + return result |
| 303 | + return False |
| 304 | + |
| 305 | + |
| 306 | +if __name__ == "__main__": |
| 307 | + with open("tests/data.json", "rb") as f: |
| 308 | + city_dict = json.load(f) |
| 309 | + D = jsonpath( |
| 310 | + city_dict, |
| 311 | + # expr="$.content.data.allCitySearchLabels[A,D][?(@.id>=700 and @.id<=800)]", |
| 312 | + expr="$..id", |
| 313 | + ) |
| 314 | + for i in D: |
| 315 | + print(i) |
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