Python Yhat.deploy_to_file示例

示例#1

features = [{"name": "x", "na_filler": 0}, {"name": "z", "na_filler": fill_z}]


class MyOtherClass:
    def hello(self, x):
        return "hello: %s" % str(x)


REQS = open("reqs.txt").read()


### <DEPLOYMENT START> ###
# @preprocess(in_type=dict, out_type=pd.DataFrame, null_handler=features)
class MyModel(YhatModel):
    REQUIREMENTS = REQS

    @preprocess(out_type=pd.DataFrame)
    def execute(self, data):
        return predict(data)


# "push" to server would be here

data = {"x": 1, "z": None}

if __name__ == '__main__':
    creds = credentials.read()
    yh = Yhat(creds['username'], creds['apikey'])
    yh.deploy_to_file("mynewmodel", MyModel, globals())

示例#2

文件： test_deploytofile.py 项目： Lomascolo/yhat-client

        {"name": "x", "na_filler": 0},
        {"name": "z", "na_filler": fill_z}
]


class MyOtherClass:
    def hello(self, x):
        return "hello: %s" % str(x)

REQS = open("reqs.txt").read()

### <DEPLOYMENT START> ###
# @preprocess(in_type=dict, out_type=pd.DataFrame, null_handler=features)
class MyModel(YhatModel):
    REQUIREMENTS=REQS
    @preprocess(out_type=pd.DataFrame)
    def execute(self, data):
        return predict(data)

# "push" to server would be here

data = {"x": 1, "z": None}


if __name__ == '__main__':
    creds = credentials.read()
    yh = Yhat(creds['username'], creds['apikey'])
    yh.deploy_to_file("mynewmodel", MyModel, globals())
    

示例#3

文件： modelfile.py 项目： pmnyc/Source_Codes_Collected

from yhat import YhatModel, Yhat, preprocess
# from first import hello as h2
import first as f2
from first import Support
from another.testfile import bye


def goodbye(y):
    bye()
    print y, "goodbye!"


class Example(YhatModel):
    @preprocess(in_type=dict, out_type=dict)
    def execute(self, data):
        goodbye(x)
        return Support().hello(10)
        # return h2(data)


from first import x

yh = Yhat("greg", "fCVZiLJhS95cnxOrsp5e2VSkk0GfypZqeRCntTD1nHA",
          "http://api.yhathq.com/")
yh.deploy_to_file("Example", Example, globals())

示例#4

文件： modelfile.py 项目： Lomascolo/yhat-client

from yhat import YhatModel, Yhat, preprocess
# from first import hello as h2
import first as f2
from first import Support
from another.testfile import bye

def goodbye(y):
    bye()
    print y, "goodbye!"


class Example(YhatModel):
    @preprocess(in_type=dict, out_type=dict)
    def execute(self, data):
        goodbye(x)
        return Support().hello(10)
        # return h2(data)

from first import x

yh = Yhat("greg", "fCVZiLJhS95cnxOrsp5e2VSkk0GfypZqeRCntTD1nHA", "http://api.yhathq.com/")
yh.deploy_to_file("Example", Example, globals())