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docs: update load_connector() docstring #604

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nautics889
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@nautics889 nautics889 commented Oct 2, 2023

Minor inconsistency in docstrings of load_connector() method


  • (docs): fix inconsistency in load_connector() docstring

Summary by CodeRabbit

  • New Feature: Introduced a temporary parameter to the load_connector method in the SmartDataFrame class. This allows users to specify whether a connector is for one-time usage. If set to True, the connector will be automatically unbound after the dataframe has been loaded, enhancing memory management and performance for temporary data operations.

* (docs): fix inconsistency in `load_connector()` docstring
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coderabbitai bot commented Oct 2, 2023

Walkthrough

The introduced change enhances the SmartDataFrame class in the pandasai library by adding a temporary parameter to the load_connector method. This allows for one-time usage of connectors, which are automatically unbound after loading the dataframe.

Changes

File Summary
.../smart_dataframe/__init__.py Introduced a temporary flag to the load_connector method in the SmartDataFrame class. If set to True, the connector is unbound after the dataframe is loaded.

🐇🎉

With code that's neat and temporary,

We load data in a way that's merry.

Unbind the connector, once it's done,

For our SmartDataFrame has won! 🥳


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Review Status

Actionable comments generated: 2

Commits Files that changed from the base of the PR and between c313748 and 029bbca.
Files selected for processing (1)
  • pandasai/smart_dataframe/init.py (1 hunks)

Comment on lines 155 to 162
Load a connector into the smart dataframe

Args:
connector (BaseConnector): Connector to be loaded
temporary (bool): Whether the connector is for one time usage.
If `True` passed, the connector will be unbound during
the next call of `dataframe` providing that dataframe has
been loaded.
"""
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The new parameter temporary is mentioned in the docstring but it's not included in the function signature. This could lead to confusion and potential errors when using this method. Please ensure that the function signature matches the documentation.

- def load_connector(self):
+ def load_connector(self, temporary=False):

Comment on lines 163 to 164
self.dataframe = self.connector.execute()
self._df_loaded = True
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The logic of unbinding the connector if temporary is set to True is missing. If the intention is to unbind the connector after its execution when temporary is True, you should add a condition to check the value of temporary and act accordingly.

  self.dataframe = self.connector.execute()
  self._df_loaded = True
+ if temporary:
+     self.connector = None

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Codecov Report

Merging #604 (029bbca) into main (c313748) will not change coverage.
The diff coverage is n/a.

❗ Your organization needs to install the Codecov GitHub app to enable full functionality.

@@           Coverage Diff           @@
##             main     #604   +/-   ##
=======================================
  Coverage   83.48%   83.48%           
=======================================
  Files          55       55           
  Lines        2689     2689           
=======================================
  Hits         2245     2245           
  Misses        444      444           
Files Coverage Δ
pandasai/smart_dataframe/__init__.py 79.73% <ø> (ø)

📣 We’re building smart automated test selection to slash your CI/CD build times. Learn more

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gventuri commented Oct 2, 2023

Thanks a lot @nautics889, merging!

@gventuri gventuri merged commit 6f28eac into Sinaptik-AI:main Oct 2, 2023
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3 participants