def aggregate(self, start, end, sources, sample_unit, debug=False):
headers = {'accept': 'application/json'}
url = "".join([
self.endpoint, "/prices/aggregate?start=", start, "&end=", end,
"&sources=", "&sources=".join(sources), "&unit=", sample_unit
])
return http.get(url=url, headers=headers, debug=debug)
def get_model(self, modelId, debug=False):
headers = {
'X-IBM-Client-Id': self.credentials["clientId"],
'X-IBM-Client-Secret': self.credentials["clientSecret"],
'accept': 'application/json'
}
url = "".join([
self.credentials["endpoint"], "/miol-prod/api/v1/models/", modelId
])
return http.get(url=url, headers=headers, debug=debug)
def get_dataset_by_id(self, dataset_id, debug=False):
headers = {
'X-IBM-Client-Id': self.credentials["clientId"],
'X-IBM-Client-Secret': self.credentials["clientSecret"],
'accept': 'application/json'
}
# TODO eliminate id, no need.
query = {
'where': {
'id': dataset_id,
}
}
url = "".join([
self.credentials["endpoint"], "/miol-prod/api/v1/datasets?filter=",
json.dumps(query)
])
resp = http.get(url=url, headers=headers, debug=debug)
dataset = resp[0]
return [Dataset.jsontocsv(dataset), dataset["dataset_desc"]]
def get_predictions(self,
market,
modelId,
start=None,
end=None,
debug=False):
headers = {
'X-IBM-Client-Id': self.credentials["clientId"],
'X-IBM-Client-Secret': self.credentials["clientSecret"],
'accept': 'application/json'
}
query = Predictions.getQuery(market, modelId, start, end)
url = "".join([
self.credentials["endpoint"],
"/miol-prod/api/v1/predictions?filter=",
json.dumps(query)
])
resp = http.get(url=url, headers=headers, debug=debug)
return Predictions.jsontocsv(resp)
def get(self, source_id, debug=False):
headers = {'accept': 'application/json'}
url = "".join([self.endpoint, "/prices/datasource/", source_id])
return http.get(url=url, headers=headers, debug=debug)