x = YhatModel

In [6]: x.run(ReturnSentData(),testcase='{"key":"val"}')
Paste your test data here
Data should be formatted as valid JSON.
Hit <ENTER> to execute your model
Press <CTRL + C> or type 'quit' to exit
========================================
[In] {"key":"val"}
[Out]
{'data_sent': {u'key': u'val'}}
[In] {"blah":"foofoofoo"}
[Out]
{'data_sent': {u'blah': u'foofoofoo'}}

  File "/tmp/monitor/py_test_model_Iceman.py", line 6, in <module>
    yh = Yhat("USER", "APIKEY", "SERVER")
  File "/usr/local/lib/python2.7/dist-packages/yhat/api.py", line 174, in __init__
    raise Exception("Incorrect username/apikey!")
Exception: Incorrect username/apikey!

from package.something.whatever import NewInstance

class MyObject(param1, param2)
    ...
    ...

NewInstance = MyObject(param1, param2)

from package.something.wahtever import MyObject

NewInstance = MyObject(param1, param2)

class MyModel(YhatModel):
    FILES = ["mysubmodule.py"]

from yhat import Yhat, YhatModel , preprocess
import pandas as pd

class ReturnSentData(YhatModel):
    @preprocess(in_type=pd.DataFrame, out_type=dict, null_handler=[{"name":"key_2","na_filler":"No_value"}])
    def execute(self, data):
        return { "data_sent": data }

ReturnSentData().execute({"key_1": "value_1","key_2": ""})
Out[83]:
{'data_sent':      key_1 key_2
 0  value_1      }

ReturnSentData().execute({"key_1": "value_1","key_2": None})
Out[83]:
{'data_sent':      key_1     key_2
 0  value_1  No_value}

>>> from yhat import Yhat, YhatModel, preprocess
>>> class HelloWorld(YhatModel):
...     @preprocess(in_type=dict, out_type=dict)
...     def execute(self, data):
...         me = data['name']
...         greeting = "Hello %s!" % me
...         return { "greeting": greeting }
... 
>>> yh.deploy("HelloWorld", HelloWorld, globals())
Are you sure you want to deploy? (y/N): y
extracting model
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/usr/local/lib/python2.7/site-packages/yhat/api.py", line 436, in deploy
    bundle = self._extract_model(name, model, session, verbose=verbose, autodetect=autodetect, is_tensorflow=is_tensorflow)
  File "/usr/local/lib/python2.7/site-packages/yhat/api.py", line 342, in _extract_model
    bundle = save_function(model, session)
  File "/usr/local/lib/python2.7/site-packages/yhat/deployment/save_session.py", line 402, in save_function
    imports, source_code, pickles, modules = _spider_function(function, session)
  File "/usr/local/lib/python2.7/site-packages/yhat/deployment/save_session.py", line 289, in _spider_function
    source += _get_source(function) + '\n'
  File "/usr/local/lib/python2.7/site-packages/yhat/deployment/save_session.py", line 80, in _get_source
    return reindent(_get_source_no_reindent(func))
  File "/usr/local/lib/python2.7/site-packages/yhat/deployment/save_session.py", line 97, in _get_source_no_reindent
    wrapped_source = "\n" + reindent(wrapped_source) + "\n"
  File "/usr/local/lib/python2.7/site-packages/yhat/deployment/save_session.py", line 30, in reindent
    r.run()
  File "/usr/local/lib/python2.7/site-packages/yhat/deployment/reindenter.py", line 148, in run
    for _token in tokens:
  File "/usr/local/Cellar/python/2.7.11/Frameworks/Python.framework/Versions/2.7/lib/python2.7/tokenize.py", line 374, in generate_tokens
    ("<tokenize>", lnum, pos, line))
  File "<tokenize>", line 2
    def execute(self, data):
    ^
IndentationError: unindent does not match any outer indentation level

from yhat import Yhat, YhatModel
class HelloWorld(YhatModel):
   def execute(self, data):
       me = data['name']
       greeting = "Hello %s!" % me
       return { "greeting": greeting }
yh = Yhat("colin",  "d325fc5bcb83fc197ee01edb58b4b396", "https://sandbox.c.yhat.com")
yh.deploy("HelloWorld", HelloWorld, globals())
Are you sure you want to deploy? (y/N): y

extracting model
  File "<unknown>", line 1
    class HelloWorld(YhatModel):
                                ^
SyntaxError: unexpected EOF while parsing

Yhat.deploy_to_file
Yhat.deploy_with_scp
YhatModel.execution_plan