def info():
"""Version and build information for the service.
Returns
-------
RestObj
"""
return get(_SERVICE_ROOT + '/apiMeta')
def getWorkflowVar(self, name, getSchema=False):
headers = {'Accept-Language': 'en_us'}
schema = get("/workflow/processes/" + str(self.wfProcessId) +
"/variables/" + str(name),
headers=headers,
raw=True)
if schema.get('value', None) is not None:
self.log("Successfully got " + str(name) + " = " +
str(schema['value']) + ".")
else:
self.log("Error getting variable " + str(name) + ".")
self.log(schema)
if getSchema:
return schema
return schema.get('value', None)
def get_model_contents(model):
"""The additional files and data associated with the model.
Parameters
----------
model : str or dict
The name or id of the model, or a dictionary representation of the model.
Returns
-------
list
The code designated as the model's score code
"""
link = get_model_link(model, 'contents', refresh=True)
if link is not None:
return get(link.get('href'),
headers={'Accept': link.get('itemType', '*/*')})
def get_module(module):
if isinstance(module, dict) and all([k in module for k in ('id', 'name')]):
return module
try:
# MAS module IDs appear to just be the lower case name.
# Try to find by ID first
return get(SERVICE_ROOT + '/modules/{}'.format(str(module).lower()))
except HTTPError as e:
if e.code == 404:
pass
else:
raise e
# Wasn't able to find by id, try searching by name
results = list_modules(filter='eq(name, "{}")'.format(module))
# Not sure why, but as of 19w04 the filter doesn't seem to work.
for result in results:
if result['name'] == str(module):
return result
def get_score_code(model):
"""The score code for a model registered in the model repository.
Parameters
----------
model : str or dict
The name or id of the model, or a dictionary representation of the model.
Returns
-------
str
The code designated as the model's score code
"""
link = get_model_link(model, 'scoreCode', refresh=True)
if link is not None:
scorecode_uri = link.get('href')
return get(
scorecode_uri,
headers={'Accept': 'text/vnd.sas.models.score.code.ds2package'})
def publish_model(model, destination, name=None, code=None, notes=None):
from .model_repository import get_model, get_model_link
code_types = {
'ds2package': 'ds2',
'datastep': 'datastep',
'': ''
}
model = get_model(model)
model_uri = get_model_link(model, 'self')
# Get score code from registry if no code specified
if code is None:
code_link = get_model_link(model, 'scoreCode', True)
if code_link:
code = get(code_link['href'])
request = dict(
name=name or model.get('name'),
notes=notes,
destinationName=destination,
)
modelContents = {
'modelName': model.get('name'),
'modelId': model.get('id'),
'sourceUri': model_uri.get('href'),
'publishLevel': 'model', # ?? What are the options?
'codeType': code_types[model.get('scoreCodeType', '').lower()],
'codeUri': '', # ?? Not needed if code is specified?
'code': code
}
request['modelContents'] = [modelContents]
return post(ROOT_PATH + '/models', json=request, headers={'Content-Type': 'application/vnd.sas.models.publishing.request+json'})
def list_module_steps(module):
module = get_module(module)
return get(SERVICE_ROOT + '/modules/{}/steps'.format(module.id))
def get_module_step(module, step):
module = get_module(module)
r = get(SERVICE_ROOT + '/modules/{}/steps/{}'.format(module.id, step))
return r
def list_modules(filter=None):
params = 'filter={}'.format(filter) if filter is not None else {}
return get(SERVICE_ROOT + '/modules', params=params)
def list_destinations():
return get(ROOT_PATH + '/destinations').get('items', [])
def list_models():
return get(ROOT_PATH + '/models').get('items', [])