### Build and Install for Development

Source: https://github.com/pola-rs/geopolars/blob/main/py-geopolars/DEVELOP.md

Builds the Python and Rust code using Maturin and installs the wheel into the Poetry virtual environment. Use this for active development.

```bash
poetry run poe develop
```

--------------------------------

### Serve Documentation Locally

Source: https://github.com/pola-rs/geopolars/blob/main/py-geopolars/DEVELOP.md

Starts a local web server for viewing the documentation. This uses mkdocs for local development.

```bash
poetry run mkdocs serve
```

--------------------------------

### Install GeoPolars (Alpha)

Source: https://github.com/pola-rs/geopolars/blob/main/py-geopolars/docs/index.md

Install the alpha version of GeoPolars from PyPI. The '-pre' flag is required for alpha releases. Binary wheels are available for easy installation.

```bash
pip install --pre geopolars
```

--------------------------------

### Build and Install for Release Development

Source: https://github.com/pola-rs/geopolars/blob/main/py-geopolars/DEVELOP.md

Builds the Python and Rust code using Maturin and installs the wheel into the Poetry virtual environment using a release build. This is slower to compile but faster at runtime.

```bash
poetry run poe develop-release
```

--------------------------------

### Start IPython Session

Source: https://github.com/pola-rs/geopolars/blob/main/py-geopolars/DEVELOP.md

Opens an IPython session after building for development, allowing you to import and test 'geopolars'.

```bash
poetry run ipython
```

--------------------------------

### Load and Process GeoPandas Datasets

Source: https://github.com/pola-rs/geopolars/blob/main/py-geopolars/python/geopolars/datasets/README.md

Loads the 'nybb', 'naturalearth_lowres', and 'naturalearth_cities' datasets using GeoPandas, converts specific columns to appropriate numeric types, and saves them as Feather files. Ensure GeoPandas is installed to use `gpd.datasets.get_path`.

```python
import geopandas as gpd
import pandas as pd

gdf = gpd.read_file(gpd.datasets.get_path("nybb"))
gdf["BoroCode"] = pd.to_numeric(gdf["BoroCode"], downcast="unsigned")
gdf["Shape_Leng"] = pd.to_numeric(gdf["Shape_Leng"], downcast="float")
gdf["Shape_Area"] = pd.to_numeric(gdf["Shape_Area"], downcast="float")
gdf.to_feather("nybb.arrow")

gdf = gpd.read_file(gpd.datasets.get_path("naturalearth_lowres"))
gdf["pop_est"] = pd.to_numeric(gdf["pop_est"], downcast="unsigned")
gdf["gdp_md_est"] = pd.to_numeric(gdf["gdp_md_est"], downcast="float")
gdf.to_feather("naturalearth_lowres.arrow")

gdf = gpd.read_file(gpd.datasets.get_path("naturalearth_cities"))
gdf.to_feather("naturalearth_cities.arrow")
```

--------------------------------

### Deploy Documentation (Latest Version)

Source: https://github.com/pola-rs/geopolars/blob/main/py-geopolars/DEVELOP.md

Deploys the documentation using 'mike', pushing changes and setting the 'latest' alias. Replace VERSION with the actual version tag.

```bash
poetry run mike deploy --push --no-redirect VERSION latest
```

--------------------------------

### Deploy Documentation (Specific Version)

Source: https://github.com/pola-rs/geopolars/blob/main/py-geopolars/DEVELOP.md

Deploys a specific version of the documentation (e.g., '0.1.0-alpha.4') and sets the 'latest' alias.

```bash
poetry run mike deploy --push --no-redirect 0.1.0-alpha.4 latest
```

--------------------------------

### Build Wheel for Release

Source: https://github.com/pola-rs/geopolars/blob/main/py-geopolars/DEVELOP.md

Builds a Python wheel for releasing the package. The wheel will be placed in the 'dist/' directory.

```bash
poetry run poe build
```

--------------------------------

### GeoSeries Constructor

Source: https://github.com/pola-rs/geopolars/blob/main/py-geopolars/docs/api/geoseries.md

Details on how to construct a GeoSeries object.

```APIDOC
## Constructor

::: geopolars.GeoSeries
```

--------------------------------

### Constructive Methods

Source: https://github.com/pola-rs/geopolars/blob/main/py-geopolars/docs/source/reference/geoseries.rst

Creates new geometries based on existing ones, such as buffering, finding centroids, or computing convex hulls.

```APIDOC
## Constructive Methods

### Description
Creates new geometries based on existing ones, such as buffering, finding centroids, or computing convex hulls.

### Methods
- **centroid**: Computes the centroid of each geometry.
- **convex_hull**: Computes the convex hull of each geometry.
- **envelope**: Computes the bounding box (envelope) of each geometry.

(Note: Methods like `buffer`, `boundary`, and `simplify` are listed but their specific documentation is not detailed in the provided source.)
```

--------------------------------

### GeoSeries General Methods and Attributes

Source: https://github.com/pola-rs/geopolars/blob/main/py-geopolars/docs/api/geoseries.md

Overview of general methods and attributes applicable to GeoSeries objects.

```APIDOC
## General methods and attributes

::: geopolars.GeoSeries.geo
```

--------------------------------

### Serialization / IO / Conversion

Source: https://github.com/pola-rs/geopolars/blob/main/py-geopolars/docs/source/reference/geoseries.rst

Handles conversion of GeoSeries to other formats like GeoPandas GeoSeries, WKB, WKT, and JSON, as well as loading from various sources.

```APIDOC
## Serialization / IO / Conversion

### Description
Handles conversion of GeoSeries to other formats like GeoPandas GeoSeries, WKB, WKT, and JSON, as well as loading from various sources.

### Methods
- **to_geopandas**: Converts the GeoSeries to a GeoPandas GeoSeries.

(Note: Methods like `from_file`, `from_wkb`, `from_wkt`, `from_xy`, `to_file`, `to_json`, `to_wkb`, and `to_wkt` are listed but their specific documentation is not detailed in the provided source.)
```

--------------------------------

### Projection Handling

Source: https://github.com/pola-rs/geopolars/blob/main/py-geopolars/docs/source/reference/geoseries.rst

Manages Coordinate Reference Systems (CRS) for the GeoSeries, including conversion to different CRS.

```APIDOC
## Projection Handling

### Description
Manages Coordinate Reference Systems (CRS) for the GeoSeries, including conversion to different CRS.

### Methods
- **to_crs(crs)**: Reprojects the geometries to a new Coordinate Reference System.

(Note: Attributes like `crs`, `set_crs`, and `estimate_utm_crs` are listed but their specific documentation is not detailed in the provided source.)
```

--------------------------------

### from_arrow

Source: https://github.com/pola-rs/geopolars/blob/main/py-geopolars/docs/source/reference/functions.rst

Converts an Apache Arrow Table to a GeoDataFrame.

```APIDOC
## from_arrow

### Description
Converts an Apache Arrow Table to a GeoDataFrame.

### Method
N/A (Function)

### Parameters
N/A (Function parameters are not detailed in this section)

### Request Example
N/A

### Response
N/A
```

--------------------------------

### Plotting

Source: https://github.com/pola-rs/geopolars/blob/main/py-geopolars/docs/source/reference/geoseries.rst

Provides methods for visualizing GeoSeries data.

```APIDOC
## Plotting

### Description
Provides methods for visualizing GeoSeries data.

### Methods
- **plot**: Plots the geometries in the GeoSeries.
- **explore**: Creates an interactive map visualization of the GeoSeries.

(Note: These methods are listed but their specific documentation is not detailed in the provided source.)
```

--------------------------------

### Affine Transformations

Source: https://github.com/pola-rs/geopolars/blob/main/py-geopolars/docs/source/reference/geoseries.rst

Applies affine transformations to the geometries in the GeoSeries, including translation, rotation, scaling, and skewing.

```APIDOC
## Affine Transformations

### Description
Applies affine transformations to the geometries in the GeoSeries, including translation, rotation, scaling, and skewing.

### Methods
- **affine_transform(matrix)**: Applies an affine transformation defined by a matrix.
- **rotate(angle, origin='center', use_radians=False)**: Rotates geometries by a given angle.
- **scale(xfact, yfact=None, zfact=None, origin='center')**: Scales geometries by given factors.
- **geom_skew(angle, axis='x', origin='center', use_radians=False)**: Skews geometries along a specified axis.
- **translate(xoff, yoff=0, zoff=0)**: Translates geometries by given offsets.
```

--------------------------------

### from_geopandas

Source: https://github.com/pola-rs/geopolars/blob/main/py-geopolars/docs/source/reference/functions.rst

Converts a GeoPandas GeoDataFrame to a GeoDataFrame.

```APIDOC
## from_geopandas

### Description
Converts a GeoPandas GeoDataFrame to a GeoDataFrame.

### Method
N/A (Function)

### Parameters
N/A (Function parameters are not detailed in this section)

### Request Example
N/A

### Response
N/A
```

--------------------------------

### Unary Predicates

Source: https://github.com/pola-rs/geopolars/blob/main/py-geopolars/docs/source/reference/geoseries.rst

Performs unary spatial predicates on each geometry in the GeoSeries, returning boolean values.

```APIDOC
## Unary Predicates

### Description
Performs unary spatial predicates on each geometry in the GeoSeries, returning boolean values.

### Methods
- **is_geom_empty**: Checks if each geometry is empty.
- **is_ring**: Checks if each geometry is a ring.

(Note: Methods like `is_simple`, `is_valid`, and `has_z` are listed but their specific documentation is not detailed in the provided source.)
```

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