-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathview_pandas.py
More file actions
193 lines (147 loc) · 4.32 KB
/
view_pandas.py
File metadata and controls
193 lines (147 loc) · 4.32 KB
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
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
import pandas
from gtoolkit_bridge import gtView
#
# This file contains GToolkit Remote Phlow gtView definitions
# for some of the key pandas classes: DataFrame & Series
# These are added as extensions on the actual objects
#
#
# pandas.DataFrame.gtViewColumns
#
@gtView
def dataframe_gt_view_columns(self, builder):
clist = builder.columnedList()
clist.title('Columns')
clist.priority(10)
clist.items(lambda: list(range(0, len(self.columns))))
clist.column('Position', lambda each: each)
clist.column('Column', lambda each: str(self.columns.values[each]))
clist.column('Type', lambda each: str(self.dtypes.values[each]))
clist.set_accessor(lambda each: self[self.columns.values[each]])
return clist
setattr(pandas.DataFrame, 'gtViewColumns', dataframe_gt_view_columns)
#
# pandas.DataFrame.gtViewTable
#
@gtView
def dataframe_gt_view_table(self, builder):
if self.empty:
return builder.empty()
if self.shape[0] > 100:
return builder.empty()
clist = builder.columnedList()
clist.title('Table')
clist.priority(15)
clist.items(lambda: list(self.index))
clist.column('#', lambda index: index)
for column in self.columns:
(lambda col: clist.column(col, lambda index: str(self.at[index, col])))(column)
clist.set_accessor(lambda each: self.loc[list(self.index)[each]])
return clist
setattr(pandas.DataFrame, 'gtViewTable', dataframe_gt_view_table)
#
# pandas.DataFrame.gtViewHead
#
@gtView
def dataframe_gt_view_head(self, builder):
if self.empty:
return builder.empty()
if self.shape[0] <= 100:
return builder.empty()
forward = builder.forward()
forward.title('Head')
forward.priority(16)
forward.object(lambda: self.head())
forward.view('gtViewTable')
return forward
setattr(pandas.DataFrame, 'gtViewHead', dataframe_gt_view_head)
#
# pandas.DataFrame.gtViewTail
#
@gtView
def dataframe_gt_view_tail(self, builder):
if self.empty:
return builder.empty()
if self.shape[0] <= 100:
return builder.empty()
forward = builder.forward()
forward.title('Tail')
forward.priority(17)
forward.object(lambda: self.tail())
forward.view('gtViewTable')
return forward
setattr(pandas.DataFrame, 'gtViewTail', dataframe_gt_view_tail)
#
# pandas.DataFrame.gtViewSummary
#
@gtView
def dataframe_gt_view_summary(self, builder):
forward = builder.forward()
forward.title('Summary')
forward.priority(20)
forward.object(lambda: self.describe())
forward.view('gtViewTable')
return forward
setattr(pandas.DataFrame, 'gtViewSummary', dataframe_gt_view_summary)
#
# pandas.Series.gtViewSeries
#
@gtView
def series_gt_view_series(self, builder):
if self.empty:
return builder.empty()
if self.shape[0] > 100:
return builder.empty()
clist = builder.columnedList()
clist.title('Series')
clist.priority(10)
clist.items(lambda: list(self.index))
clist.column('Key', lambda each: each)
clist.column('Value', lambda each: str(self.at[each]))
clist.set_accessor(lambda each: self[each])
return clist
setattr(pandas.Series, 'gtViewSeries', series_gt_view_series)
#
# pandas.Series.gtViewHead
#
@gtView
def series_gt_view_head(self, builder):
if self.empty:
return builder.empty()
if self.shape[0] <= 100:
return builder.empty()
forward = builder.forward()
forward.title('Head')
forward.priority(11)
forward.object(lambda: self.head())
forward.view('gtViewSeries')
return forward
setattr(pandas.Series, 'gtViewHead', series_gt_view_head)
#
# pandas.Series.gtViewTail
#
@gtView
def series_gt_view_tail(self, builder):
if self.empty:
return builder.empty()
if self.shape[0] <= 100:
return builder.empty()
forward = builder.forward()
forward.title('Tail')
forward.priority(12)
forward.object(lambda: self.tail())
forward.view('gtViewSeries')
return forward
setattr(pandas.Series, 'gtViewTail', series_gt_view_tail)
#
# pandas.Series.gtViewSummary
#
@gtView
def series_gt_view_summary(self, builder):
forward = builder.forward()
forward.title('Summary')
forward.priority(20)
forward.object(lambda: self.describe())
forward.view('gtViewSeries')
return forward
setattr(pandas.Series, 'gtViewSummary', series_gt_view_summary)