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model-data-test
Commit 052263d5 authored by 桂秋月's avatar 桂秋月
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添加真实uuid的判断

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.idea/model-data-test.iml
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[[source]]
url = "https://mirrors.aliyun.com/pypi/simple/"
verify_ssl = true
name = "pypi"
[packages]
celery = "*"
tasks = "*"
tornado = "*"
tornado-sqlalchemy = "*"
sqlalchemy = "*"
pymysql = "*"
pandas = "*"
requests = "*"
tqdm = "*"
[dev-packages]
[requires]
python_version = "3.7"
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[2021-05-08 16:22:35 log.py:info:117 INFO] SHOW VARIABLES LIKE 'sql_mode'
[2021-05-08 16:22:35 log.py:info:117 INFO] [raw sql] {}
[2021-05-08 16:22:35 log.py:info:117 INFO] SHOW VARIABLES LIKE 'lower_case_table_names'
[2021-05-08 16:22:35 log.py:info:117 INFO] [generated in 0.00053s] {}
[2021-05-08 16:22:35 log.py:info:117 INFO] SELECT DATABASE()
[2021-05-08 16:22:35 log.py:info:117 INFO] [raw sql] {}
[2021-05-08 16:22:36 log.py:info:117 INFO] BEGIN (implicit)
[2021-05-08 16:22:36 log.py:info:117 INFO] SELECT models_datail.id AS models_datail_id, models_datail.name AS models_datail_name, models_datail.content AS models_datail_content, models_datail.create_name AS models_datail_create_name, models_datail.el_expression AS models_datail_el_expression, models_datail.create_at AS models_datail_create_at, models_datail.update_at AS models_datail_update_at
FROM models_datail
WHERE models_datail.name = %(name_1)s
[2021-05-08 16:22:36 log.py:info:117 INFO] [generated in 0.00038s] {'name_1': 'model_exec_data_source#fst_assemble_flx_v8_score'}
[2021-05-08 16:22:36 log.py:info:117 INFO] SHOW VARIABLES LIKE 'sql_mode'
[2021-05-08 16:22:36 log.py:info:117 INFO] [raw sql] {}
[2021-05-08 16:22:36 log.py:info:117 INFO] SHOW VARIABLES LIKE 'lower_case_table_names'
[2021-05-08 16:22:36 log.py:info:117 INFO] [generated in 0.00059s] {}
[2021-05-08 16:22:36 log.py:info:117 INFO] SELECT DATABASE()
[2021-05-08 16:22:36 log.py:info:117 INFO] [raw sql] {}
[2021-05-08 16:22:36 log.py:info:117 INFO] BEGIN (implicit)
[2021-05-08 16:22:36 log.py:info:117 INFO] SELECT data_set.model_name AS data_set_model_name, models_datail.id AS model_id, data_set.user_count AS data_set_user_count, feature_detail.id AS feature_detail_id, feature_detail.feature_name AS feature_detail_feature_name, feature_detail.feature_type AS feature_detail_feature_type, feature_detail.feature_value AS feature_detail_feature_value, feature_detail.feature_gdp AS feature_detail_feature_gdp, feature_detail.data_type AS feature_detail_data_type, feature_detail.data_round AS feature_detail_data_round
FROM data_set INNER JOIN feature_detail ON data_set.feature_name = feature_detail.feature_name INNER JOIN models_datail ON models_datail.name = data_set.model_name
WHERE data_set.model_name = %(model_name_1)s AND feature_detail.is_active = %(is_active_1)s
[2021-05-08 16:22:36 log.py:info:117 INFO] [generated in 0.00041s] {'model_name_1': 'model_exec_data_source#fst_assemble_flx_v8_score', 'is_active_1': 1}
[2021-05-08 16:22:36 web.py:log_exception:1793 ERROR] Uncaught exception POST /api/automatic (::1)
HTTPServerRequest(protocol='http', host='localhost:23020', method='POST', uri='/api/automatic', version='HTTP/1.1', remote_ip='::1')
Traceback (most recent call last):
File "/Users/dm/.virtualenvs/model-data-test-0EaRlSf6/lib/python3.7/site-packages/tornado/web.py", line 1702, in _execute
result = method(*self.path_args, **self.path_kwargs)
File "/Users/dm/Desktop/python_script/model-data-test/model_data_api/handler/Automatic_Handler.py", line 33, in post
result = self.get_auto()
File "/Users/dm/Desktop/python_script/model-data-test/model_data_api/handler/Automatic_Handler.py", line 72, in get_auto
if result_add_userTest['code'] == 200:
TypeError: 'NoneType' object is not subscriptable
[2021-05-08 16:22:36 web.py:log_request:2243 ERROR] 500 POST /api/automatic (::1) 1682.81ms
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model_data_api/handler/Automatic_Handler.py
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......@@ -29,7 +29,7 @@ class AutomaticHandler(BaseHandler):
if r.status_code == 200:
response = r.json()
self.feature_name = response['data'][self.model_name]['new']+response['data'][self.model_name]['old']
print('获取模型新旧数据：',self.feature_name)
result = self.get_auto()
self.write(JsonUtil.build_json_data(code=result['code'],
message=result['message'],
......@@ -61,20 +61,23 @@ class AutomaticHandler(BaseHandler):
userTestData = UserTestDataManager()
result_model = add_models_logic(modelsData,self.model_name,'自动生成','自动')
print("模型创建结果:",result_model)
for f in self.feature_name:
self.auto_feature.append({'feature_name':f,'feature_content':'自动生成','assert_name':'模型测试'})
result_feature = add_features_logic(featureData,self.auto_feature)
print('添加特征结果：',result_feature)
for f in self.auto_feature:
self.auto_dataset['data_detail'].append(f)
result_dataset = set_modelsAndfeature_logic(dataSet,self.auto_dataset)
print("模型和特征挂钩结果：",result_dataset)
result_datasetdetail = create_dataSet_logic(dataSetDetail,self.model_name,common)
print("创建测试数据目录备份测试数据文件：",result_datasetdetail)
result_add_userTest = None
if result_datasetdetail['code'] == 200:
result_add_userTest = add_userTest_logic(userTestData,result_datasetdetail['result']['detail_path'],common)
result_add_userTest = add_userTest_logic(userTestData,result_datasetdetail['result']['detail_path'],common,isTrue=common.get('ISTRUE'))
result_userTest = None
if result_add_userTest['code'] == 200:
......
model_data_api/handler/logic.py
View file @ 052263d5
......@@ -129,7 +129,7 @@ def create_dataSet_logic(session,model_name,common):
_result = get_array(_id,_gdp_num,_type,_value,_data_type,_data_round)
result[k] = _result
print('1----')
_path ,_tree,_treeDetail = create_suiteFile(common,model_name,datetime.datetime.now())
_data = os.path.join(_treeDetail['path'],_treeDetail['name'][0],'data_%s.json'%(model_name))
_detail = os.path.join(_treeDetail['path'],_treeDetail['name'][1],'detail_%s.json'%(model_name))
......@@ -165,7 +165,7 @@ def create_dataSet_logic(session,model_name,common):
'code':JsonUtil.Constants.Code_Success,'message':JsonUtil.Constants.Msg_Success}
def add_userTest_logic(session,file_path,common):
def add_userTest_logic(session,file_path,common,isTrue=True):
result = {}
if file_path:
with open(get_path(common,'suite',file_path), 'r',encoding='utf8') as f:
......@@ -175,7 +175,12 @@ def add_userTest_logic(session,file_path,common):
_df_result = pd.DataFrame(result)
_df_result['result'] = _df_result.apply(lambda x : get_change(x),axis=1)
_df_result['batch_uuid'] = None
_df_result['batch_uuid'] = _df_result['batch_uuid'] .apply(lambda x : hashlib.md5(str(datetime.datetime.now()).encode(encoding='UTF-8')).hexdigest())
if not isTrue:
_df_result['batch_uuid'] = _df_result['batch_uuid'] .apply(lambda x : hashlib.md5(str(datetime.datetime.now()).encode(encoding='UTF-8')).hexdigest())
else:
uuid_path=get_path(common,'DATA','uuid.csv')
_df_result['batch_uuid']=pd.read_csv(uuid_path,encoding='utf-8')['uuid'][:len(result)]
batch_uuid = _df_result['batch_uuid'].tolist()
data_detail = _df_result['result'].tolist()
......
model_data_api/model/dataSetDetail_model.py
View file @ 052263d5
......@@ -14,13 +14,19 @@ class DataSetDetailManager(BaseManager):
TabDataSet.feature_name==TabFeatureData.feature_name
).join(TabModelsData,TabModelsData.name ==TabDataSet.model_name
).filter(TabDataSet.model_name == model_name,TabFeatureData.is_active==1)
# values = self.session.execute(query).fetchall()
#query = self.session.execute(query).fetchall()
result = {}
#print('query==>',query)
temp=['model_name', 'model_id', 'user_count']
temp_3=['id', 'feature_name', 'feature_type', 'feature_value', 'feature_gdp', 'data_type', 'data_round']
for i ,res in enumerate(query):
#print('datasetDetail==',i,'---',res,type(res))
if not result:
result=dict(result,**dict(zip(res.keys()[0:3],list(res[0:3]))))
# print('keys==',res,res.keys())
# print('keys==',res,list(res[0:3]))
result=dict(result,**dict(zip(temp,list(res[0:3]))))
result['data'] = []
result['data'].append(dict(zip(res.keys()[3:],list(res[3:]))))
result['data'].append(dict(zip(temp_3,list(res[3:]))))
# result = {}
# data = {}
......
model_data_api/model/featureData_model.py
View file @ 052263d5
......@@ -16,8 +16,11 @@ class FeatureDataManager(BaseManager):
TabAssertData.assert_type,TabAssertData.assert_value,
TabAssertData.assert_gdp,TabAssertData.data_type,TabAssertData.data_round
).filter_by(assert_name=assert_name)
for i ,res in enumerate(query):
print('feature res===',res)
result.append(dict(zip(res.keys(),list(res))))
print('feature result===',result)
return result
......
model_data_test/settings.py
View file @ 052263d5
......@@ -32,7 +32,7 @@ DB_CONNECT_STRING = None
# if DEBUG:
if AMBIENT == 'dev' or AMBIENT =='test':
DB_CONNECT_STRING = { # 支持多个数据库
'model_db':'mysql+pymysql://qa:qatest@172.17.5.13:30267/model_data_test?charset=utf8',
'model_db':'mysql+pymysql://qa:qatest@172.17.5.2:30081/model_data_test?charset=utf8',
#'model_db':'mysql+pymysql://root:root@127.0.0.1:3306/model_data_test?charset=utf8',
}
elif AMBIENT == 'online':
......@@ -50,5 +50,7 @@ common = dict(
static_url_prefix=os.path.join(BASE_DIR, "/static/"),
autoreload = True,
DEBUG = DEBUG,
suite = os.path.join(BASE_DIR,"")
suite = os.path.join(BASE_DIR,""),
DATA =os.path.join(BASE_DIR,"data"),
ISTRUE=1
)
suite/fs_assemble_v11_score/2022-02-08 15-41-41-445163/detail/detail_fs_assemble_v11_score.json 0 → 100644
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suite/fst_assemble_flx_v8_score/2021-04-25 16-29-02-139215/data/data_fst_assemble_flx_v8_score.json 0 → 100644
View file @ 052263d5
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\ No newline at end of file
suite/fst_assemble_flx_v8_score/2021-04-25 16-29-02-139215/detail/detail_fst_assemble_flx_v8_score.json 0 → 100644
View file @ 052263d5
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\ No newline at end of file
suite/fst_assemble_flx_v8_score/2021-04-25 16-32-56-782199/data/data_fst_assemble_flx_v8_score.json 0 → 100644
View file @ 052263d5
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\ No newline at end of file
suite/fst_assemble_flx_v8_score/2021-04-25 16-32-56-782199/detail/detail_fst_assemble_flx_v8_score.json 0 → 100644
View file @ 052263d5
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\ No newline at end of file
suite/fst_assemble_flx_v8_score/2021-04-25 16-33-18-429548/detail/detail_fst_assemble_flx_v8_score.json 0 → 100644
View file @ 052263d5
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\ No newline at end of file
suite/fst_assemble_flx_v8_score/2021-04-25 16-46-51-637443/detail/detail_fst_assemble_flx_v8_score.json 0 → 100644
View file @ 052263d5
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\ No newline at end of file
suite/fst_assemble_flx_v8_score/2021-04-25 16-47-04-838051/detail/detail_fst_assemble_flx_v8_score.json 0 → 100644
View file @ 052263d5
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\ No newline at end of file
suite/fst_assemble_flx_v8_score/2021-04-25 16-48-02-995048/detail/detail_fst_assemble_flx_v8_score.json 0 → 100644
View file @ 052263d5
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"third_data_source#xy_model3_score": [
475586,
11
]
}
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{
"third_data_source#brlhp_2_scorecust1": [
43
],
"third_data_source#pinTai_tb_score3": [
42
],
"third_data_source#tc_universal_model_score": [
60
],
"third_data_source#td_fs_Fscore": [
11
],
"third_data_source#xy_model3_score": [
1
]
}
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{
"third_data_source#brlhp_2_scorecust1": [
3,
305031
],
"third_data_source#ht_anti_fraud_a": [
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63
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"third_data_source#pinTai_tb_score3": [
728678,
40
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"third_data_source#tc_universal_model_score": [
73,
324495
],
"third_data_source#td_fs_Fscore": [
50,
773159.832055
]
}
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