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How-to guides are directions that guide the reader through a problem or
towards a result. How-to guides are goal-oriented.
A how-to guide helps the user get something done, correctly and safely; it
guides the user’s action.
It’s concerned with work - navigating from one side to the other of a
real-world problem-field.
The current Ibis how-to guides are better than before, but lacking. This issue
lays out a proposed structure and articles for discussion/implementation over
the new few months. Opening for public feedback as well. If you have ideas, or
something's missing, please comment below!
I'll use bold for section headers and TODO lists for individual articles.
Configuration
Interactive mode (including max rows/columns etc.)
Default backend
...
Input and output
Work with tables and views
Work with CSV
Work with Parquet
Work with JSON
Work with Delta Lake tables
Work with cloud storage (possible 1 per AWS/Azure/GCP)
...
Analytics
Selecting and dropping columns (link out to advanced selectors topic?)
Filter
Aggregate
Group by
Order
Slice
Case statements
Add new columns (mutate)
Join (merge tables)
Cast to different datatypes
Append data (union)
Window functions
Chaining expressions and the underscore API
Work with numbers and booleans
Work with strings
Work with structs
Work with arrays
Work with selectors
...
Work with SQL
Use existing SQL code
Produce SQL code
...
User-defined functions (UDFs)
Scalar built-in UDFs
Scalar Python UDFs
Scalar PyArrow UDFs
Scalar pandas UDFs
Geospatial operations
...
Visualiztion
altair
graphViz
matplotlib
plotly
plotnine
seaborn
streamlit
...
Extending
...
The text was updated successfully, but these errors were encountered:
From diataxis.fr:
The current Ibis how-to guides are better than before, but lacking. This issue
lays out a proposed structure and articles for discussion/implementation over
the new few months. Opening for public feedback as well. If you have ideas, or
something's missing, please comment below!
I'll use bold for section headers and TODO lists for individual articles.
Configuration
Input and output
Analytics
Work with SQL
User-defined functions (UDFs)
Geospatial operations
Visualiztion
Extending
The text was updated successfully, but these errors were encountered: