FabricDataFrames dynamically expose semantic functions based on logic defined by each function. For example, the is_holiday function shows up in the autocomplete suggestions when you're working on a FabricDataFrame containing both a datetime column and a country column.
Each semantic function uses information about the data types, metadata (such as Power BI data categories), and the data in a FabricDataFrame or FabricSeries to determine its relevance to the particular data on which you're working.
Semantic functions are automatically discovered when annotated with the @semantic_function decorator. You can think of semantic functions as being similar to C# extension methods applied to the popular DataFrame concept.
from sempy.fabric import FabricDataFrame
df = FabricDataFrame({
"lat": [40.7128, 47.8095, 47.8095, 47.8095],
"long": [-74.0060, 13.0550, 13.0550, 13.0550],
"date": ["2023-01-06", "2023-01-06", "2023-01-07", "2023-01-10"]
},
column_metadata={"lat": {"data_category": "Latitude"}, "long": {"data_category": "Longitude"}},
)
df["date"] = pd.to_datetime(df["date"])
df_weather = df.add_weather_meteostat("lat", "long", "date")
1 maintainer
Metadata
1 maintainer
Release files for semantic-link-functions-meteostat 0.14.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| semantic_link_functions_meteostat-0.14.2-py3-none-any.whl | Python 3 | none | any | Details |
Release files / semantic_link_functions_meteostat-0.14.2-py3-none-any.whl
| Download URL | semantic_link_functions_meteostat-0.14.2-py3-none-any.whl |
|---|---|
| Size | 4.6 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
87047029a8ad58f642cb81ca3f2d4c88dacd9de8e024de149cbac5f9028ae500
|
|
BLAKE2b-256 checksum How to use checksums |
02ab348c31746182481b077e31b7b6007ff986846a8f2b0dfa110700bf75c396
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
RestSharp/106.13.0.0
|
