.. DO NOT EDIT. .. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. .. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: .. "examples/json_parser.py" .. LINE NUMBERS ARE GIVEN BELOW. .. only:: html .. note:: :class: sphx-glr-download-link-note :ref:`Go to the end ` to download the full example code .. rst-class:: sphx-glr-example-title .. _sphx_glr_examples_json_parser.py: Simple JSON Parser ================== The code is short and clear, and outperforms every other parser (that's written in Python). For an explanation, check out the JSON parser tutorial at /docs/json_tutorial.md .. GENERATED FROM PYTHON SOURCE LINES 8-92 .. code-block:: default import sys from lark import Lark, Transformer, v_args json_grammar = r""" ?start: value ?value: object | array | string | SIGNED_NUMBER -> number | "true" -> true | "false" -> false | "null" -> null array : "[" [value ("," value)*] "]" object : "{" [pair ("," pair)*] "}" pair : string ":" value string : ESCAPED_STRING %import common.ESCAPED_STRING %import common.SIGNED_NUMBER %import common.WS %ignore WS """ class TreeToJson(Transformer): @v_args(inline=True) def string(self, s): return s[1:-1].replace('\\"', '"') array = list pair = tuple object = dict number = v_args(inline=True)(float) null = lambda self, _: None true = lambda self, _: True false = lambda self, _: False ### Create the JSON parser with Lark, using the Earley algorithm # json_parser = Lark(json_grammar, parser='earley', lexer='basic') # def parse(x): # return TreeToJson().transform(json_parser.parse(x)) ### Create the JSON parser with Lark, using the LALR algorithm json_parser = Lark(json_grammar, parser='lalr', # Using the basic lexer isn't required, and isn't usually recommended. # But, it's good enough for JSON, and it's slightly faster. lexer='basic', # Disabling propagate_positions and placeholders slightly improves speed propagate_positions=False, maybe_placeholders=False, # Using an internal transformer is faster and more memory efficient transformer=TreeToJson()) parse = json_parser.parse def test(): test_json = ''' { "empty_object" : {}, "empty_array" : [], "booleans" : { "YES" : true, "NO" : false }, "numbers" : [ 0, 1, -2, 3.3, 4.4e5, 6.6e-7 ], "strings" : [ "This", [ "And" , "That", "And a \\"b" ] ], "nothing" : null } ''' j = parse(test_json) print(j) import json assert j == json.loads(test_json) if __name__ == '__main__': # test() with open(sys.argv[1]) as f: print(parse(f.read())) .. rst-class:: sphx-glr-timing **Total running time of the script:** (0 minutes 0.000 seconds) .. _sphx_glr_download_examples_json_parser.py: .. only:: html .. container:: sphx-glr-footer sphx-glr-footer-example .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: json_parser.py ` .. container:: sphx-glr-download sphx-glr-download-jupyter :download:`Download Jupyter notebook: json_parser.ipynb ` .. only:: html .. rst-class:: sphx-glr-signature `Gallery generated by Sphinx-Gallery `_