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'''
- parse the AST for every line of code
- add this to a graph of all possibly trees with frequency counts
- plot this tree
'''
import ast
import json
from tqdm import tqdm
trie = {}
class Reader:
def __init__(self, trie, code):
self.trie = trie
self.root = ast.parse(code)
def run(self):
return self.add_code(self.trie, self.root)
def add_code(self, cursor, node):
for child in ast.iter_child_nodes(node):
name = type(child).__name__
cursor[name] = cursor.get(name, {' count': 0})
cursor[name][' count'] += 1
cursor[name] = self.add_code(cursor[name], child)
return cursor
with open('data.jsonl', 'r', encoding="utf-8") as f:
for id_, line in tqdm(enumerate(f), total=8968897):
trie = Reader(trie, json.loads(line)['code']).run()
with open('visualise/trie.json', 'w') as f:
f.write(json.dumps(trie))
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