Recoder/process.py at master · pkuzqh/Recoder · GitHub

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
import json
import os
import subprocess
from tqdm import tqdm
from nltk import word_tokenize
class Node:
    def __init__(self, name):
        self.name = name
        self.father = None
        self.child = []
def visitTree(node, ast):
  if isinstance(ast, dict):
      for x in ast:
          nnode = Node(x)
          nnode.father = node
          node.child.append(nnode)
          visitTree(nnode, ast[x])
  elif isinstance(ast, list):
      nnode = Node("list")
      nnode.father = node
      node.child.append(nnode)
      for x in ast:
          nn = Node("stmt")
          nnode.child.append(nn)
          nn.father = nnode
          nod = visitTree(nn, x)
          #nnode.child.append(nod)
  elif isinstance(ast, str):
      if ast == "\'\'" or ast == "\"\"":
        ast = "empty_str"
      if "\'" in ast or "\"" in ast or ast == "empty_str":
        ast = ast.replace("\"", "").replace("\'", "").replace(" ", "_").replace("%", "")
        nnode = Node("str_")
        nnode.father = node
        node.child.append(nnode)
        nnnode = Node(ast)
        nnnode.father = nnode
        nnode.child.append(nnnode)
      else:
        nnode = Node(ast)
        nnode.father = node
        node.child.append(nnode)
  elif isinstance(ast, bool):
      nnode = Node(str(ast))
      nnode.father = node
      node.child.append(nnode)
  elif not ast:
      nnode = Node("none")
      nnode.father = node
      node.child.append(nnode)
  else:
    print(type(ast))
    exit(0)
def printTree(r):
    s = r.name + " "#print(r.name)
    if len(r.child) == 0:
      s += "^ "
      return s
    r.child = sorted(r.child, key=lambda x:x.name)
    for c in r.child:
        s += printTree(c)
    s += "^ "#print(r.name + "^")
    return s
tables = json.load(open("tables.json", "r"))
tablename = {}
for t in tables:
    tablename[t['db_id']] = t
def sovleNl(dbid, nl):
  if nl[-1] == "?":
    nl = nl[:-1] + " ?"
  elif nl[-1] == ".":
    nl = nl[:-1] + " ."
  else:
    print(nl)
  nls = nl.lower().strip().split()
  tmp = []
  for i in range(len(nls)):
    if nls[i] == "share":
      tmp.append('share_')
    if nls[i] == "females":
      tmp.append('female')
    elif "\"" in nls[i] or "\'" in nls[i] or "“" in nls[i]:
      nls[i] = nls[i].replace("\"", " | ").replace("\'", " | ").replace("“", " | ").replace("”", " | ")
      lst = nls[i].split()
      for x in lst:
        if x == "|":
          tmp.append("\"")
        elif x[-1] in ",?.!;？":
          tmp += [x[:-1].replace(",", ""), x[-1]]
        else:
          tmp.append(x)
    elif nls[i][-1] in ",?.!;？":
      tmp += [nls[i][:-1].replace(",", ""), nls[i][-1]]
    else:
      tmp.append(nls[i].replace(",", ""))
  nls = tmp
  #print(nls)
  ans = ""
  for i, x in enumerate(tablename[dbid]['table_names_original']):
    ans += x.lower() + " table_end "
    for j, y in enumerate(tablename[dbid]['column_names_original']):
      if y[0] == i:
        if y[1].lower() == "share":
          y[1] = "share_"
        ans += y[1].lower() + " " + tablename[dbid]['column_types'][j].lower() + "_end "
    ans += "col_end "
  ans += " ".join(nls)
  ans += " query_end"
  return ans
lst = json.loads(open("train_spider.json", "r").read())
for i, x in tqdm(enumerate(lst)):
  q = x['query']
  q = q.lower()
  if i == 12:
    print(q)
  open("data.txt", "w").write(q)
  status = subprocess.call(["node", "process.js"])#commands.getstatusoutput('node process.js')
  oq = ""
  if status != 0:
      oq = q
      #q = q.replace("INTERSECT", "union").replace("EXCEPT", "union")
      open("data.txt", "w").write(q)
      status = subprocess.call(["node", "process.js"])
      if status != 0:
        print(q)
        exit(1)
      #exit(1)
  s = json.load(open("data.json", "r"))
  f = open("train_output/" + str(i + 1) + ".txt", "w")
  r = Node("root")
  visitTree(r, s)
  s = printTree(r)
  f.write(s)
  f.close()
  f = open("train_input/" + str(i + 1) + ".txt", "w")
  f.write(sovleNl(x['db_id'], x['question']))
  f.close()