result_network.ResultReaches
self, res1d) result_network.ResultReaches(
Class for wrapping ResultData reaches.
By itself it is also a dict, which contains mapping between reach name and IRes1DReach object or a list of IRes1DReach objects.
Parameters
Name | Type | Description | Default |
---|---|---|---|
res1d | Res1D | Res1D object the reaches belong to. | required |
Attributes
Name | Description |
---|---|
derived_quantities | A list of available derived quantities. |
group | The TimeSeriesIdGroup associated with these locations. |
locations | A list of location objects (e.g. |
names | A list of location names (e.g. MUIDs). |
quantities | A list of available quantities. |
res1d | The Res1D instance that these locations belong to. |
Methods
Name | Description |
---|---|
read | Read the time series data for all quantities at these locations into a DataFrame. |
to_geopandas | Convert reaches to a geopandas.GeoDataFrame object. |
read
=None, include_derived=False) result_network.ResultReaches.read(column_mode
Read the time series data for all quantities at these locations into a DataFrame.
Parameters
Name | Type | Description | Default |
---|---|---|---|
column_mode | str | ColumnMode(optional) | Specifies the type of column index of returned DataFrame. ‘all’ - column MultiIndex with levels matching TimeSeriesId objects. ‘compact’ - same as ‘all’, but removes levels with default values. ‘timeseries’ - column index of TimeSeriesId objects | None |
include_derived | bool | Include derived quantities. | False |
to_geopandas
result_network.ResultReaches.to_geopandas(=None,
agg={},
agg_kwargs=True,
segmented=False,
include_derived )
Convert reaches to a geopandas.GeoDataFrame object.
By default, quantities are not included. To include quantities, use the agg
and agg_kwargs
parameters.
Parameters
Name | Type | Description | Default |
---|---|---|---|
agg | str or callable | Defines how to aggregate the quantities in time and space. Accepts any str or callable that is accepted by pandas.DataFrame.agg. | None |
Examples
- 'mean' : mean value of all quantities
- 'max' : maximum value of all quantities
- np.max : maximum value of all quantities
agg_kwargs : dict, default {} Aggregation function for specific column levels (e.g. {time=‘min’, chainage=‘first’}). segmented : bool, (default=True) True - one LineString per IRes1DReach object. False - one LineString per reach name. include_derived : bool, default False Include derived quantities.
Returns
Name | Type | Description |
---|---|---|
gdf | geopandas.GeoDataFrame | A GeoDataFrame object with reaches as LineString geometries. |
Examples
Convert reaches to a GeoDataFrame (without quantities)
>>> gdf = res1d.reaches.to_geopandas()
Convert reaches to a GeoDataFrame with aggregated quantities
>>> gdf = res1d.reaches.to_geopandas(agg='mean')