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Taxicab-0.0.3


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توضیحات

Accurate routing for Open Street Maps and OSMnx
ویژگی مقدار
سیستم عامل OS Independent
نام فایل Taxicab-0.0.3
نام Taxicab
نسخه کتابخانه 0.0.3
نگهدارنده []
ایمیل نگهدارنده []
نویسنده Nathan A. Rooy
ایمیل نویسنده nathanrooy@gmail.com
آدرس صفحه اصلی https://github.com/nathanrooy/taxicab
آدرس اینترنتی https://pypi.org/project/Taxicab/
مجوز -
[![gh-actions-ci](https://img.shields.io/github/workflow/status/nathanrooy/taxicab/ci?style=flat-square)](https://github.com/nathanrooy/taxicab/actions?query=workflow%3Aci) [![GitHub license](https://img.shields.io/github/license/nathanrooy/taxicab?style=flat-square)](https://github.com/nathanrooy/taxicab/blob/main/LICENSE) [![codecov](https://img.shields.io/codecov/c/github/nathanrooy/taxicab.svg?style=flat-square)](https://codecov.io/gh/nathanrooy/taxicab) [![PyPI pyversions](https://img.shields.io/pypi/pyversions/taxicab.svg?style=flat-square)](https://pypi.org/pypi/taxicab/) [![PyPi Version](https://img.shields.io/pypi/v/taxicab.svg?style=flat-square)](https://pypi.org/project/taxicab) ## Taxicab When routing between two points of longitude and latitude, the built in routing functionality in <a href="https://github.com/gboeing/osmnx">OSMnx</a> will find the nearest network nodes and route between those. This assumption is fine, and works for many applications but when you need routing with a little more accuracy you'll want to consider using Taxicab. Below are a few examples which highlight Taxicab usecases: <b>When the nearest nodes are not that close:</b> <img style="padding-top:5em;" src="https://github.com/nathanrooy/taxicab/blob/main/docs/ex_03.jpg"> <b>When routing along a single edge:</b> <img src="https://github.com/nathanrooy/taxicab/blob/main/docs/ex_01.jpg"> <b>When routing along short routes:</b> <img src="https://github.com/nathanrooy/taxicab/blob/main/docs/ex_02.jpg"> ## Installation The easiest way to use Taxicab is probably via a PyPi install: ```sh pip install taxicab ``` You can also install directly from this repo: ```sh pip install git+https://github.com/nathanrooy/taxicab ``` ## Example usage Taxicab is designed to be used as a drop in replacement for the standard routing functionality found on OSMnx. So, like usual, download a portion of the OpenStreetMap graph: ```python from osmnx import graph_from_bbox xmin, xmax = -84.323, -84.305 ymin, ymax = 39.084, 39.092 G = graph_from_bbox(ymax, ymin, xmin, xmax, network_type='drive', simplify=True) ``` Now, specify your origin and destination: ```python orig = (39.08710, -84.31050) dest = (39.08800, -84.32000) ``` Compute the route via the following: ```python import taxicab as tc route = tc.distance.shortest_path(G, orig, dest) ``` Which can then be plotted: ```python tc.plot.plot_graph_route(G, route) ``` <img src="https://github.com/nathanrooy/taxicab/blob/main/docs/readme.png"> The returned route tuple is comprised of four elements: - Route length in meters ```python >>> route[0] 669.0529395595279 ``` - List of node IDs representing the bulk of the route (this is identical to OSMnx). ```python >>> route[1] [197546973, 2090608743, 197656382, 197633479] ``` - And two partial edges represented by `shapely.geometry.linestring.LineString` objects. If populated, these represent the first and last segments of the route that extend from the first or last node to some point along that edge. ```python >>> route[2], route[3] (<shapely.geometry.linestring.LineString at 0x7f1aa08067c0>, <shapely.geometry.linestring.LineString at 0x7f1a3ccbd580>) ``` ## User reference ```python taxicab.distance.shortest_route(G, orig, dest) ``` Parameters: - G : (networkx.MultiDiGraph) – input graph - orig : (tuple) – a (lat, lng) or (y, x) point - dest : (tuple) – a (lat, lng) or (y, x) point Returns: (tuple) - route[0] : float – distance in meters of computed route. - route[1] : path – list of node IDs constituting the shortest path (this is identical to routes found in OSMnx). - route[2] : `shapely.geometry.linestring.LineString` – a partial edge representing the first non-complete edge in the route. - route[3] : `shapely.geometry.linestring.LineString` – a partial edge representing the last non-complete edge in the route. - Note that if a route is successfully computed the distance will always be returned. However, depending on the length of the route and the underlying network, elements 1, 2, or 3 may be `null`. ```python taxicab.plot.plot_graph_route() ``` Used exactly the same way as `osmnx.plot.plot_graph_route` except that it uses the route produced by Taxicab instead. See OSMnx function reference [<a href="https://osmnx.readthedocs.io/en/stable/osmnx.html#osmnx.plot.plot_graph_route">here</a>] ## Performance Considerations Coming soon...


نیازمندی

مقدار نام
>=3.3.0 matplotlib
>=2.5 networkx
>=1.19 numpy
>=1.0.0 osmnx
>=1.7 Shapely


زبان مورد نیاز

مقدار نام
>=3.5 Python


نحوه نصب


نصب پکیج whl Taxicab-0.0.3:

    pip install Taxicab-0.0.3.whl


نصب پکیج tar.gz Taxicab-0.0.3:

    pip install Taxicab-0.0.3.tar.gz