Tips for getting your examples pass the doctests Getting the examples pass the doctests in the validation script can sometimes be tricky. Here are some attention points: – Import all needed libraries doctests passing. When doing a PR with a docstring update, it is good to post the output of the validation script in a comment on github. 4.3.3 How to build the pandas documentation Requirements First in your activated python environment. A recent version of numpy (>=1.22.0) is required for type validation. Testing type hints in code using pandas Warning: • Pandas is not yet a py.typed library (PEP

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1180 30.7 Data validation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1181 column or row labels, respectively (GH16792) • Bug in DataFrame.to_html() in which there was no validation of the justify parameter (GH17527) • Bug in HDFStore.select() when reading a contiguous mixed-data 30.7 Data validation 30.7.1 Engarde Engarde is a lightweight library used to explicitly state your assumptions abour your datasets and check that they’re actually true. 30.7. Data validation 1181 pandas:

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2387 4.8.8 Package docstring validation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2387 4.8.9 Performance monitoring Tips for getting your examples pass the doctests Getting the examples pass the doctests in the validation script can sometimes be tricky. Here are some attention points: – Import all needed libraries doctests passing. When doing a PR with a docstring update, it is good to post the output of the validation script in a comment on github. How to build the pandas documentation Requirements First, you

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2383 4.8.8 Package docstring validation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2383 4.8.9 Performance monitoring Tips for getting your examples pass the doctests Getting the examples pass the doctests in the validation script can sometimes be tricky. Here are some attention points: – Import all needed libraries doctests passing. When doing a PR with a docstring update, it is good to post the output of the validation script in a comment on github. How to build the pandas documentation Requirements First, you

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2373 5.8.8 Package docstring validation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2373 5.8.9 Performance monitoring Tips for getting your examples pass the doctests Getting the examples pass the doctests in the validation script can sometimes be tricky. Here are some attention points: – Import all needed libraries doctests passing. When doing a PR with a docstring update, it is good to post the output of the validation script in a comment on github. How to build the pandas documentation Requirements First, you

backend keyword argument to allow changing between backends in one session (GH28619). • Bug in color validation incorrectly raising for non-color styles (GH29122). • Allow DataFrame.plot.scatter() to plot objects Tips for getting your examples pass the doctests Getting the examples pass the doctests in the validation script can sometimes be tricky. Here are some attention points: – Import all needed libraries doctests passing. When doing a PR with a docstring update, it is good to post the output of the validation script in a comment on github. How to build the pandas documentation Requirements First, you

computations for best performance (no memory wasted). • vaex.from_pandas • vaex.to_pandas_df 5.7 Data validation 5.7.1 Engarde Engarde is a lightweight library used to explicitly state your assumptions about Tips for getting your examples pass the doctests Getting the examples pass the doctests in the validation script can sometimes be tricky. Here are some attention points: – Import all needed libraries doctests passing. When doing a PR with a docstring update, it is good to post the output of the validation script in a comment on github. 2188 Chapter 7. Development pandas: powerful Python data analysis

Tips for getting your examples pass the doctests Getting the examples pass the doctests in the validation script can sometimes be tricky. Here are some attention points: – Import all needed libraries doctests passing. When doing a PR with a docstring update, it is good to post the output of the validation script in a comment on github. 4.3.3 How to build the pandas documentation Requirements First installed (requires node.js) pyright A recent version of numpy (>=1.21.0) is required for type validation. Testing type hints in code using pandas Warning: • Pandas is not yet a py.typed library (PEP

Tips for getting your examples pass the doctests Getting the examples pass the doctests in the validation script can sometimes be tricky. Here are some attention points: – Import all needed libraries doctests passing. When doing a PR with a docstring update, it is good to post the output of the validation script in a comment on github. 4.3.3 How to build the pandas documentation Requirements First installed (requires node.js) pyright A recent version of numpy (>=1.21.0) is required for type validation. Testing type hints in code using pandas Warning: • Pandas is not yet a py.typed library (PEP

computations for best performance (no memory wasted). • vaex.from_pandas • vaex.to_pandas_df 5.7 Data validation 5.7.1 Engarde Engarde is a lightweight library used to explicitly state your assumptions about Tips for getting your examples pass the doctests Getting the examples pass the doctests in the validation script can sometimes be tricky. Here are some attention points: – Import all needed libraries doctests passing. When doing a PR with a docstring update, it is good to post the output of the validation script in a comment on github. 2188 Chapter 7. Development pandas: powerful Python data analysis