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
|
# This file is part of rhizi, a collaborative knowledge graph editor.
# Copyright (C) 2014-2015 Rhizi
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU Affero General Public License as published
# by the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU Affero General Public License for more details.
#
# You should have received a copy of the GNU Affero General Public License
# along with this program. If not, see <http://www.gnu.org/licenses/>.
import inspect
import logging
import tempfile
import unittest
import db_controller as dbc
from db_op import DBO_raw_query_set, DBO_rzdoc__create
from neo4j_test_util import rand_label
from rz_config import RZ_Config
from test_util import generate_random_RZDoc
from test_util__pydev import debug__pydev_pd_arg
from test_util__rzdoc import DBO_RDG__skill_graph
class Test_Domain_CRI(unittest.TestCase):
@classmethod
def setUpClass(self):
cfg = RZ_Config.init_from_file('res/etc/rhizi-server.conf')
self.db_ctl = dbc.DB_Controller(cfg.neo4j_url)
self.log = logging.getLogger('rhizi')
self.log.addHandler(logging.StreamHandler())
def test_random_data_generation__domain__CRI(self, export_as_csv=True):
"""
test:
- random CRI domain data generation
- DB dump in cvs format: person x skill x skill-level
"""
skill_set = ['Cryptocurrency',
'Database architecture',
'Web-development',
'Mobile-development',
'Machine learning',
'Guitar Playing',
'Image processing',
'Algebra',
'Calculus',
'Molecular-Biology',
'Graphic design',
'Geo-location services',
'Drone-building',
'Artificial-intelligence',
'Distributed information systems',
'Wordpress',
'Woodworking',
'Quality-control',
'Video-editing',
'Soldering',
'Network engineering',
'GIT',
'Electronic music',
'Network administration']
name_set = ['John',
'William',
'James',
'Charles',
'George',
'Frank',
'Joseph',
'Thomas',
'Henry',
'Robert',
'Edward',
'Harry',
'Walter',
'Arthur',
'Fred',
'Albert',
'Samuel',
'David',
'Louis',
'Joe',
'Charlie',
'Clarence',
'Richard',
'Andrew',
'Daniel',
'Ernest',
'Mary',
'Anna',
'Emma',
'Elizabeth',
'Minnie',
'Margaret',
'Ida',
'Alice',
'Bertha',
'Sarah',
'Annie',
'Clara',
'Ella',
'Florence',
'Cora',
'Martha',
'Laura',
'Nellie',
'Grace',
'Carrie',
'Maude',
'Mabel',
'Bessie',
'Jennie',
'Gertrude',
'Julia']
test_label = rand_label()
rzdoc = generate_random_RZDoc(test_label)
op = DBO_rzdoc__create(rzdoc)
self.db_ctl.exec_op(op)
op = DBO_RDG__skill_graph(rzdoc,
lim_n=10,
skill_set=skill_set,
name_set=name_set)
self.db_ctl.exec_op(op)
if False == export_as_csv:
return
q_arr = ['match (n: Person)',
'with n',
'match (n)-[r:Novice|Intermediate|Expert]->(m:Skill)', # [!] expect link type to be proficiency level
'return n.name, collect({skill_name: m.name, skill_level: r.proficiency})'
]
op = DBO_raw_query_set(q_arr)
#
# write csv file
#
cur_f_name = inspect.stack()[0][3]
def q_process_result_set():
with tempfile.NamedTemporaryFile(prefix='rz_%s' % (cur_f_name), dir='/tmp', suffix='.csv', delete=False) as f_out:
for _, _, r_set in op.iter__r_set():
for row in r_set:
person_name, skill_dict_set = row # person to {sname: skill, s:pro: skill_level{ dict set
cvs_line_arr = [person_name]
for skill_dict in skill_dict_set:
skill_name = skill_dict['skill_name']
skill_level = skill_dict['skill_level']
cvs_line_arr += [skill_name, skill_level]
f_out.write(','.join(cvs_line_arr) + '\n')
f_out.write('\n')
op.process_result_set = q_process_result_set
self.db_ctl.exec_op(op)
@debug__pydev_pd_arg
def main():
unittest.main()
if __name__ == "__main__":
main()
|
