Test your AI Agents with the all-new Agent to Agent Testing Platform.Learn More

How to use _transform_helper method in pandera

Best Python code snippet using pandera_python

preprocessing.py

...93    if isinstance(col, (list,tuple)): raise ValueError("col must be None or a single column.")94  def fit(self,X,y=None,**params):95    return self96  def transform(self,X,y=None,**params):97    res = H2OColOp._transform_helper(X,params)98    if self.inplace:  X[self.col] = res99    else:             return X.cbind(res)100    return X101  def _transform_helper(self, X, **params):102    if self.params is None or self.params == {}:103      if self.col is not None: res = self.fun(X[self.col])104      else:                    res = self.fun(X)105    else:106      if self.col is not None: res = self.fun(X[self.col],**self.params)107      else:                    res = self.fun(X,**self.params)108    return res109  def to_rest(self, step_name):110    ast = self._transform_helper(self._dummy_frame())._ex._to_string()111    new_col_names = self.new_col_name112    if new_col_names is None: new_col_names=["|"]113    elif not isinstance(new_col_names, (list,tuple)): new_col_names = [new_col_names]114    return super(H2OColOp, self).to_rest([step_name,self.__class__.__name__,ast,self.inplace,"|".join(new_col_names)])115class H2OBinaryOp(H2OColOp):116  """Perform a binary operation on a column.117  If left is None, then the column will appear on the left in the operation; otherwise118  it will be appear on the right.119  A ValueError is raised if both left and right are None.120  """121  def __init__(self, op, col, inplace=True, new_col_name=None, left=None, right=None, **params):122    super(H2OBinaryOp, self).__init__(op,col,inplace, new_col_name, **params)123    self.left_is_col  = isinstance(left, H2OCol)124    self.right_is_col = isinstance(right,H2OCol)125    self.left = left126    self.right = right127    if left is None and right is None:128      raise ValueError("left and right cannot both be None")129  def _transform_helper(self,X,**params):130    if self.left is None: return self.fun(X[self.col],X[self.right.col] if self.right_is_col else self.right)...

Blogs

Check out the latest blogs from LambdaTest on this topic:

Different Ways To Style CSS Box Shadow Effects

Have you ever visited a website that only has plain text and images? Most probably, no. It’s because such websites do not exist now. But there was a time when websites only had plain text and images with almost no styling. For the longest time, websites did not focus on user experience. For instance, this is how eBay’s homepage looked in 1999.

Digital transformation – part 3 – My view

Digital transformation - part 3

Complete Guide To Styling Forms With CSS Accent Color

The web paradigm has changed considerably over the last few years. Web 2.0, a term coined way back in 1999, was one of the pivotal moments in the history of the Internet. UGC (User Generated Content), ease of use, and interoperability for the end-users were the key pillars of Web 2.0. Consumers who were only consuming content up till now started creating different forms of content (e.g., text, audio, video, etc.).

Options for Manual Test Case Development & Management

The purpose of developing test cases is to ensure the application functions as expected for the customer. Test cases provide basic application documentation for every function, feature, and integrated connection. Test case development often detects defects in the design or missing requirements early in the development process. Additionally, well-written test cases provide internal documentation for all application processing. Test case development is an important part of determining software quality and keeping defects away from customers.

Two-phase Model-based Testing

Most test automation tools just do test execution automation. Without test design involved in the whole test automation process, the test cases remain ad hoc and detect only simple bugs. This solution is just automation without real testing. In addition, test execution automation is very inefficient.

Automation Testing Tutorials

Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.