def add_dataset_by_path(self,fileaddr,extension = ".csv",overwrite= False, change_name = False, new_name ="dataset.csv",wait_for_upload=True):
if self.driver.name == 'phantomjs':
raise "This feature is yet not available in headless mode. Sorry."
extensions = ["",".csv",".nh.csv",".tsv",".nh.tsv",".txt",".svmlight",".arff",".zip",".RData"]
assert extension in extensions
fileaddr =os.path.abspath(fileaddr)
self.report("adding dataset from",fileaddr)
self.driver.get("https://studio.azureml.net/Home/")
btn_new =_apply_until_passes(self.wait_load,self.driver.find_element_by_class_name,"fxs-drawertaskbar-newbutton-img")
btn_new.click()
dataset_tab = _apply_until_passes(self.wait_load,self.driver.find_element_by_css_selector,".Dataset > img:nth-child(1)")
dataset_tab.click()
time.sleep(self.wait_short)
fromloc_tab = self.driver.find_element_by_css_selector(".UploadDatasetMenuItem > img:nth-child(1)")
fromloc_tab.click()
time.sleep(self.wait_short)
file_inp = self.driver.find_element_by_css_selector("div.datalab-validation-wrapper:nth-child(2) > input:nth-child(3)")
file_inp.send_keys(fileaddr)
time.sleep(self.wait_short)
name_inp = self.driver.find_element_by_css_selector("div.animation-wrapper:nth-child(2) > input:nth-child(2)")
checkbox_overwrite = self.driver.find_element_by_css_selector(".deprecate-header > input:nth-child(1)")
if checkbox_overwrite.is_selected(): #to unlock the input
checkbox_overwrite.click()
if change_name:
time.sleep(self.wait_short)
name_inp.send_keys(Keys.CONTROL+'a'+Keys.NULL)
name_inp.send_keys(new_name)
name = name_inp.get_attribute("value")
if overwrite:
checkbox_overwrite.click()
switch_type = self.driver.find_element_by_css_selector("div.datalab-validation-wrapper:nth-child(4) > select:nth-child(3)")
select.Select(switch_type).select_by_index(extensions.index(extension))
time.sleep(self.wait_short)
tick_btn = self.driver.find_element_by_class_name("fx-dialog-ok")
tick_btn.click()
time.sleep(self.wait_short)
failure = False
try:
failure = tick_btn.is_displayed()
except:
pass
if failure:
raise ValueError,"Couldnot create dataset. The cause must be that the name isn't unique or the parameters are invalid. Haven't you already uploaded it?"
if wait_for_upload:
self.report("waiting for file to upload")
_apply_until_passes(self.wait_load,self.driver.find_element_by_css_selector,".fxs-progressbox-actionbutton > button:nth-child(1) > img:nth-child(1)")
self.report(name,'dataset added')
def sign_in(self,login,password,keep_signed = False):
self.report("signing in...")
self.driver.get("https://studio.azureml.net/")
elem= _apply_until_passes(self.wait_load,self.driver.find_element_by_class_name,"signInLink")
elem.click()
inp_login = _apply_until_passes(self.wait_load,self.driver.find_element_by_id,"i0116")
inp_login.send_keys(login)
inp_password = self.driver.find_element_by_id("i0118")
inp_password.send_keys(password)
if keep_signed:
inp_keep = self.driver.find_element_by_id("idLbl_PWD_KMSI_Cb")
inp_keep.click()
inp_login_btn = self.driver.find_element_by_id("idSIButton9")
inp_login_btn.click()
time.sleep(self.wait_short)
self.report("signed in as",login)
def create_new_experiment(self,experiment_name = None):
self.report("creating new experiment")
self.driver.get("https://studio.azureml.net/Home/")
btn_new =_apply_until_passes(self.wait_load,self.driver.find_element_by_class_name,"fxs-drawertaskbar-newbutton-img")
btn_new.click()
btn_blanc = _apply_until_passes(self.wait_load, self.driver.find_element_by_css_selector,".blank-icon")
btn_blanc.click()
exp_name = self.driver.find_element_by_css_selector("#experiment-description")
if experiment_name != None:
time.sleep(self.wait_short)
exp_name.send_keys(Keys.CONTROL+'a'+Keys.NULL)
exp_name.send_keys(experiment_name)
else:
experiment_name = exp_name.get_attribute("value")
self.report("created experiment with name:",experiment_name)
