Point+ In+ Multipolygon+ Shapely

The simplest data type in geospatial analysis is the Point data type. Provisional Programme Selection. 03/03/2017; 3 minutes to read +1; In this article. We can directly call these methods using any of the entries under the geometry fields in our regions and provinces since each of these entries is either a shapely polygon or multipolygon object already. shapely是在笛卡尔平面对几何对象进行操作和分析的Python工具包。它基于应用广泛的GEOS和JTS库。 Shapely is a BSD-licensed Python package for manipulation and analysis of planar geometric objects. vtkPoints() points. When you clip data using shapely and geopandas the default behaviour is for it to only return the clipped geometry. In U1 Out V4 In+ R1 {VINN] {R1} V3 R2 {R2} {VINP} The Relative Tolerance For This Problem Is 1%. geometry import Polygon. Package has 129 files and 20 directories. Puberty did him no favors when it arrived in his early teens, seemingly just locking in his feminine looking features, shapely form and delicate mannerisms. A GeoSeries is essentially a vector where each entry in the vector is a set of shapes corresponding to one observation. Point+ In+ Multipolygon+ Shapely. An entry may consist of only one shape (like a single polygon) or multiple shapes that are meant to be thought of as one observation (like the many polygons that make up the State of Hawaii or a country like Indonesia). geo is there any issue with shapely package? how to solve this is…. There is a draft pair of MULTIPOLYGON > <-> SpatialPolygons functions in rgeos on R-forge - maybe add a wish there, > or consider contributing? GEOS has WKT input-output functions. Exceptions are consolidated in a shapely. When should you use GeoPandas? For exploratory data analysis, including in Jupyter notebooks. Provide details and share your research! But avoid …. - ``MultiLineString``—a collection of lines (e. When that result is passed on to shapely's shape function (see lines 21–46 in shapely's geometry/geo. 7 kilometers west of Shoshone, California Universal Transverse Mercator (UTM) / Coordinate systems Universal Transverse Mercator (UTM) projection / Task – changing projections to combine shapefiles using geographic and UTM coordinates. So step 0 is to go install those!. 0 adds new attributes to existing geometry classes and new functions (split() and polylabel()) to the shapely. The following are code examples for showing how to use shapely. from shapely. We calculate the centroid of your geometry and return the best, most recent image that intersects with that point. © 2019 Shapely - кожаные сумки ручной работы. I am a PhD student interested in using Sima and have faced issues with importing Sima. elon – The longitude of the reference point. The polygons must conform to the assertions specified in the OpenGIS Simple Features Specification for SQL. errors module and logging practices have been improved. STMPolyFromText ( 'multipolygon_tagged_text' , SRID ) Arguments. unary_union taken from open source projects. Shapely (Python): See Shapely Documentation and Shapely in PyPI GeoPHP (PHP) GDAL (C/C++ with bindings to Java, Python, and others) JTS Topology Suite (Java) NetTopologySuite (. CAMPAÑA: 31 de marzo al 29 de mayo de 2019. py in order to represent value. This web page lists the provisional selected presentations for FOSS4G 2013 Nottingham, the Free and Open-Source For Geospatial Conference. Importing GeoJSON polygons using Shapely¶ Another common form of polygon data is the GeoJSON format. MultiPolygon. The shapely. proxy import CachingGeometryProxy __. data_type (type) – The type of the values within the rasters. - ``MultiPoint``—a set of points. Working with Shapely geometries. A fundamental geospatial operation is checking to see if a point is inside a polygon. The case study of this tutorial is the city of Algiers (Algeria's capital), like for the first tutorial about Google Earth Engine. Shapely is a very capable library for performing various calculations on geo-spatial data. 引言 前面已经介绍了如何安装PostGIS、创建数据表、添加数据并执行基本的空间查询。我们将在此基础上进一步学习如何使用地理空间数据库进行分析和地图可视化。. A Long Fatal Love Chase Louisa May Alcott. Exceptions are consolidated in a shapely. geometry import MultiLineString from shapely. It also includes the OGR simple features library for vector. The reason why you are allowed to create the multipolygon using the geometry datatype is that the geometry datatype allows invalid geometries, whereas the geography datatype does not. Instituto Nacional de Estadística. I'm working on determining relationships (boundary/interior intersections) between two 3D objects (triangular faces) and stumbled on shapely, which I am interested in using instead of implementing my own point/segment/ray/triangle intersection. They are extracted from open source Python projects. SRID Is an int expression representing the spatial reference ID (SRID) of the geographyMultiPolygon instance you. all__ = ['MultiPoint', 'asMultiPoint']. Note that documentation for all set-theoretic tools for creating new shapes using the relationship between two different spatial datasets – like creating intersections, or differences – can be found on the set operations page. Point, Polygon, Multipolygon) and manipulate them, e. Description Before proceeding with this article, I assume that you have basic knowledge of polygon and multipolygon. py file), a shapely MultiPolygon will be created, which treats all rings as separate polygons, instead of a shapely Polygon, which treats the first ring as the exterior (aka shell) and the subsequent rings as interiors (aka holes). by Kuan Butts. 2) # 两个点以指定的缓冲距离为半径生成圆形区域 a = point_1. polygon import LinearRing from shapely. ST_GeomFromText — Return a specified ST_Geometry value from Well-Known Text representation (WKT). Description Before proceeding with this article, I assume that you have basic knowledge of polygon and multipolygon. Geojsonio is a tool used for visualizing geojson. InsertNextPoint(1. Visualizing Transitland data using Python and GeoPandas. buffer(2) b = point_2. It generated some positive responses, so I went ahead and generated a few more, one for each continent as well as a few “special requests. geometry import. Note that documentation for all set-theoretic tools for creating new shapes using the relationship between two different spatial datasets – like creating intersections, or differences – can be found on the set operations page. The Schelling model of segregation is an agent-based model that illustrates how individual tendencies regarding. wkt modules provide dumpers and loaders inspired by Python's pickle module. Shapely adjective - Having a well-proportioned feminine figure. py file), a shapely MultiPolygon will be created, which treats all rings as separate polygons, instead of a shapely Polygon, which treats the first ring as the exterior (aka shell) and the subsequent rings as interiors (aka holes). The N points you have are either in the form of a Nx2 NumPy array, or a list of shapely Point objects (they can be converted with the functions coords_to_points and points_to_coords). Illdy Documentation. ops import cascaded_union polygons = [poly1[0], poly1[1], poly2[0], poly2[1]] boundary = gpd. Python function parse_poly() to convert textual POLY file to a Shapely geometry. Geospatial Processing with Python Why Python? Scientific Computing. All the waterfalls around the great hall were now focused on this incredibly beautiful little girl. A geometry (Point, LineString, Polygon, MultiPoint, MultiLineString, MultiPolygon, or GeometryCollection) A feature (object with geometry and properties) A collection of features; GDAL. Dear community, we are working with a lot of big forest parcels and want to divide them into (exact) 1ha, 0,25ha parcels and so forth. The blade's curves flow through. spatial import Voronoi from shapely. Shapely is a BSD-licensed Python package for manipulation and analysis of planar geometric objects. Using rasterio with fiona, it is simple to open a shapefile, read geometries, and mask out regions of a raster that are outside the polygons defined in the shapefile. Source code for rasterstats. 那个体态优美的女孩子靠卖黑纱为生。 The still water of the lake mirrored the shapely figure of the mountain 平静的湖水映出山的优美轮廓。. 'Tis such a shapely maid, however, that she'll soon get picked up. DÍA DE LA ELECCIÓN: 2 de junio de 2019. However, for large global datasets, the result may be disappointing:. There is a draft pair of MULTIPOLYGON > <-> SpatialPolygons functions in rgeos on R-forge - maybe add a wish there, > or consider contributing? GEOS has WKT input-output functions. This page was moved from the Toolserver wiki. str アクセサを使えばもっと簡単に書けると思う、、、がそれは本題でない。. Polygon components. geopandas是一个python地理工具包,需要先安装shapely才能使用(geopandas中的点、线、多边形类都继承自Shapely)能够从. Web Gis merupakan aplikasi GIS atau pemetaan digital yang memanfaatkan jaringan internet sebagai media komunikasi yang berfungsi mendistribusikan, mempublikasikan, mengintegrasikan, mengkomunikasikan dan menyediakan informasi dalam bentuk teks, peta digital serta menjalankan fungsi-fungsi analisis dan query yang terkait dengan GIS melalui jaringan internet (Prahasta, 2007). In this tutorial, you will get to know the two packages that are popular to work with geospatial data: geopandas and Shapely. You can vote up the examples you like or vote down the ones you don't like. Es basiert auf GEOS. Retrouvez l'actualité française et internationale sur Le Point, et toute l'information sur la politique, l'économie, la culture, les nouveautés high-tech. This function relates to the SFCOM IWks::ExportToWKT() method. Working with Shapely geometries. PostGIS extended formats are currently superset of OGC one (every valid WKB/WKT is a valid EWKB/EWKT) but this might vary in the future, specifically if OGC comes out with a new format conflicting with our extensions. geometry modula tocka1 = Point(4,4) tocka2 = Point(1,2) Ovdje smo definirali dvije točke s koordinatama 4, 4 i 1, 2 nekog prostornog sustava. For example, the geometry POINT(2. The Ezitone System came about after Rhonda Taylor had triplets in 1984 and was not able to get back into shape after the birth and breast feeding her sons. geopandas是一个python地理工具包,需要先安装shapely才能使用(geopandas中的点、线、多边形类都继承自Shapely)能够从. map_coords maps a function over all coordinate tuples and returns a geometry of the same type. ForceToMultiPolygon (geom_poly) # if are iterating over features just to update the geometry # to multipolygon you can update the geometry using "feature. NOTE:+ the+ activity+ in+ the+ exam+ question+ may+ not+ fit+ neatly+ into+ one+ category,+ and+ may+ well+ cover+two+or+more+categories+ $ NOTE:+ it+ is+ likely+ that+ you+ will+ only+ need+ to+ mention+ these+ points+ very+ briefly+ in+ the+ exam+ question. A javascript library that extends the popular D3. geopandas makes available all the tools for geometric manipulations in the *shapely* library. Judging from the Shapely source code this method goes back to the PointOnSurface function provided by GEOS. Exceptions are consolidated in a shapely. The example below uses a GeoMesa user-defined function to compute the centroid of a geometry. txt) or read online for free. data_type (type) – The type of the values within the rasters. A binary equivalent, known as well-known binary (WKB), is used to transfer and store the same information on databases. Geopandas further depends on fiona for file access and descartes and matplotlib for plotting. How to Plot Polygons In Python. A physically weak child with a body unlike the other boys, Casey was outcast and bullied from almost the beginning. graph svg'). - ``MultiLineString``—a collection of lines (e. Python function parse_poly() to convert textual POLY file to a Shapely geometry. CountyView Web: Profiles (code) Perform spatial query getting all contours that intersect with a LineString draw by the user. 45 Day Lowest Price - 100% Satisfaction Guarantee. このオブジェクトは、 Point オブジェクトの配列にこれらのポイントを返します。 フィーチャは複数のパートで構成されます。ジオメトリ オブジェクトの partCount プロパティは、フィーチャのパートの数を返します。. proxy import CachingGeometryProxy __. geometry import MultiPoint from shapely. scaleY:0,transformOrigin:"center center"},'in'). Polygon or shapely. Example usage:. A lady with a delicate and pretty face wearing a simple but clean green dress came to Charlotte's side. Recently, I posted the above image on Twitter. # -*- coding: utf-8 -*-from __future__ import unicode_literals from numpy import array from scipy. graph svg'). wkt modules provide dumpers and loaders inspired by Python's pickle module. Here we read in the geojson of a point and plot it on an. multipolygon. Here are the examples of the python api shapely. For highly compact and readable code. DESCRIPTION OF FARMER OAK -- AN INCIDENT When Farmer Oak smiled, the corners of his mouth spread till they were within an unimportant distance of his ears, his eyes were reduced to chinks, and diverging wrinkles appeared round them, extending upon his countenance like the rays in a rudimentary sketch of the rising sun. buffer(2) b = point_2. Each data type has a unique data structure, such as the number of points or linear rings, followed by coordinates in double-precision floating-point format (double). If the argument is NULL or an empty geometry, the return value is NULL. Numberjacks Series 2. A technical interest site for electronic and computer engineering. This last step may seem unusual. geometry import Point from shapely. Es basiert auf GEOS. We are going to dip our toes in the lake of point data by looking at a sample of geo-referenced tweets in the city of Liverpool. Useful for translating a geometry in space or flipping coordinate order. A geometry (Point, LineString, Polygon, MultiPoint, MultiLineString, MultiPolygon, or GeometryCollection) A feature (object with geometry and properties) A collection of features; GDAL. geometry import box, MultiPolygon from. value can be geojson, wkt, shapely geomerty object. There are. 13 Downloads ↓ Geometric objects, predicates, and operations Manipulation and analysis of geometric objects in the Cartesian plane. If you are desperate to parse some WKT then there's a couple of solutions for python: the ogr and shapely libraries. For context, I'm using this to combine two administrative areas together into a single area (i. once setup it is easy but if you leave it to generic you could end up with anything, we even had multisurface. Showcasing her good will, she took a crystal from another senior sister, and handed it to Da long. _get_proj_enclosing_polygon ()[1], shapely. Here we read in the geojson of a point and plot it on an. Nearby Word: shape. Shapely does not read or write data files, but it can serialize and deserialize using several well known formats and protocols. The geometry column (a GeoSeries) contains Shapely geometries, which is very convenient for further processing. CreateGeometryFromWkt (poly_wkt) # Force a polygon to multipolygon if geom_poly. Objectives Understand OpenStreetMap data structure How to parse it Get a feel of how basic GIS services work Andrii V. The case for topology. Although she has a shapely figure, she is wearing a shapeless coat. if isinstance (self. Points can be two-dimensional (x,y) or three-dimensional (x,y,z). Exceptions are consolidated in a shapely. ops import cascaded_union. The staging is shapely and intelligent Laurencia is a total winner Светлана Наборщикова, «Известия». unary_union taken from open source projects. # -*- coding: utf-8 -*-from __future__ import absolute_import from __future__ import division import sys import json import math. 7 kilometers west of Shoshone, California, identifying / Task – finding a point 132. pdf), Text File (. set_geo (value) ¶ Transform data to a format compatible with the create function. pl will convert a boundary relation into a POLY file. The reason why you are allowed to create the multipolygon using the geometry datatype is that the geometry datatype allows invalid geometries, whereas the geography datatype does not. Illdy Documentation. GeoJSON is a data-interchange format for a variety of geographic data structures. from shapely. GeoJSON is a specific format for representing a variety of geographic objects. Data visualization made easy. Geometric Manipulations¶. edit Map Resources and Topography. Point, Polygon, Multipolygon) and manipulate them, e. Who’s On First is an excellent source of openly licensed GeoJSON polygons. data_type (type): The type of the values within the rasters. If the argument is NULL or an empty geometry, the return value is NULL. Developing Geospatial software with Python, Part 1 Alessandro Pasotti ([email protected] 1'、 'libgeos_c. As documented in the function reference, various user-defined functions implemented by GeoMesa are also available for use. There is a draft pair of MULTIPOLYGON > <-> SpatialPolygons functions in rgeos on R-forge - maybe add a wish there, > or consider contributing? GEOS has WKT input-output functions. Then you will apply these two packages to read in the geospatial data using Python and plotting the trace of Hurricane Florence from August 30th to September 18th. There are basically two ways of conducting PIP in Shapely: using a function called. errors module and logging practices have been im-proved. It also includes the OGR simple features library for vector. # -*- coding: utf-8 -*-from __future__ import absolute_import from __future__ import division import sys import json import math. GeoSeries(cascaded_union(polygons)) boundary. We create your best look … naturally. The listing does not include submissions to the academic track, workshop sessions, or keynote speake. Instituto Nacional de Estadística. Next up, making points. Exceptions are consolidated in a shapely. This geographic area is a shapely Polygon/MultiPolygon object (that you, for example obtained from a GeoJSON file that you loaded with GeoPandas or Fiona). Is there any kind. So step 0 is to go install those!. 次の行Pythonを実行したかった: import shapely. ops import cascaded_union. About Shapely. de is a web tool to convert an uploaded GPX file to a POLY file. This 2-way Active Loudspeaker uses Mackies award-winning technology to deliver punchy, high-precision sound that brings studio-monitor sound quality to a world innundated with big, inefficient PA systems. GEOS - Geometry Engine, Open Source. Python can do maps, too; check out the Cartopy, Fiona and Shapely libraries. Contribute to Toblerity/Shapely development by creating an account on GitHub. I haven't been able to find out how exactly it is guaranteed that the sample point is an ← Creating sample points in a polygon with OGR and Shapely (Introduction) Creating sample points (Pt. geometry import Point point = Point(0. Fortnite tournament 80 points+. I'm working on determining relationships (boundary/interior intersections) between two 3D objects (triangular faces) and stumbled on shapely, which I am interested in using instead of implementing my own point/segment/ray/triangle intersection. spatial import Voronoi from shapely. Who’s On First is an excellent source of openly licensed GeoJSON polygons. Next, I create a shapely LineString from the coordinate data. GetGeometryType == ogr. With a little python script, we can accomplish this and much more in QGIS. Illdy Documentation. Recently, I posted the above image on Twitter. The geometry must be one of these GeoJSON types: Point. For other systems, check out the pyproj website. Analogously, the Minkowski difference (or geometric difference) is defined as. doc), PDF File (. These fine mouthpieces have been crafted to the specifications of William Vacchiano, former Principal Trumpet of the New York Philharmonic. Fortnite tournament 80 points+. …on (#733) * Add support of MultiPolygon and GeometryCollection to 'orient' function * Update docs * Preserve backward compatibility. Importing GeoJSON polygons using Shapely¶ Another common form of polygon data is the GeoJSON format. One of the important feature of GPS Tracking software using GPS Tracking devices is geo-fencing and its ability to help keep track of assets. 0) is represented as: 00 00000001 4000000000000000 4010000000000000, where:. It is also use in expression. #!/usr/bin/env python import vtk # Setup four points points = vtk. i use shapely which helps already but returns only the coordinates of intersecting points of a MultiPoint object. ForceToMultiPolygon (geom_poly) # if are iterating over features just to update the geometry # to multipolygon you can update the geometry using "feature. GeoJSON is a specific format for representing a variety of geographic objects. 0) is represented as: 00 00000001 4000000000000000 4010000000000000, where:. How to Plot Polygons In Python. Polygon or shapely. Fundamental geometric objects that can be used in Python with Shapely module. Python Shapely intersection: parallel planes. scaleY:0,transformOrigin:"center center"},'in'). There are some use cases where you want to find all neighboring polygons of each of the polygons in a layer. I think that I can see how to build the tree with envelopes of the polygon objects, using an int ID number as the inserted item. ) and can be easily plotted by Matplotlib, Cartopy, MetPy, and other packages. i use shapely which helps already but returns only the coordinates of intersecting points of a MultiPoint object. Note that documentation for all set-theoretic tools for creating new shapes using the relationship between two different spatial datasets - like creating intersections. Here we read in the geojson of a point and plot it on an If I open a MultiPolygon shapefile, the geometry is 'Polygon'. 2) # 两个点以指定的缓冲距离为半径生成圆形区域 a = point_1. Developing Geospatial software with Python, Part 1 Alessandro Pasotti ([email protected] Geometric Manipulations¶. from shapely. The Polygons for this MultiPolygon, or null or an empty array to create the empty point. LineString represents a sequence of points joined together to form a line. Simple feature representations of polygon geometries are ubiquitous due to their ease of use. 7 kilometers west of Shoshone, California, identifying / Task – finding a point 132. errors module and logging practices have been improved. Polygons are list of coordinates that form a closed polygon in the plane. [^] shapely. The simplest data type in geospatial analysis is the Point data type. I am a PhD student interested in using Sima and have faced issues with importing Sima. This can be imported into SpatiaLite directly, or by using the Shapely Python library. Note: these pages are no longer maintained Never the less, much of the information is still relevant. doc), PDF File (. OpenLayers. >>> from shapely. py in order to represent value. geometry import Point, LineString, Polygon # Create a Point with x, y. geometry import point from shapely. OGC formats only support 2D geometries, and the associated SRID is *never* embedded in the input/output representations. The two shapefiles clearly intersect (basins is completely within forest). This last step may seem unusual. Each is associated with three sets of (possibly infinite) points in the plane. GeoJSON can be used to represent a geometry, a feature, a collection of geometries, or a collection of features. Note that documentation for all set-theoretic tools for creating new shapes using the relationship between two different spatial datasets - like creating intersections. 믿고 사는 인기쇼핑몰, 갤럭시S10, A90 5G, 노트10플러스, LG V50, 핸드폰지갑케이스 추천. Calculating area of polygons on google earth engine shapefile polygon google-earth-engine area Updated September 23, 2019 11:22 AM. Shapely does not read or write data files, but it can serialize and deserialize using several well known formats and protocols. geometry import Point, LineString, Polygon # Create a Point with x, y. All the waterfalls around the great hall were now focused on this incredibly beautiful little girl. linemerge(LineIHave)) - joris Oct 17 '15 at 12:20. Visualizing Transitland data using Python and GeoPandas. A lady with a delicate and pretty face wearing a simple but clean green dress came to Charlotte's side. # -*- coding: utf-8 -*-from __future__ import unicode_literals from numpy import array from scipy. elat – The latitude of the reference point. Made of VG-10, the hollow-ground blade is deep-bellied, ending in an upswept tip with a curvy spot on the spine where your thumb rests. >>> from shapely. MultiPolygon(). The Ezitone System came about after Rhonda Taylor had triplets in 1984 and was not able to get back into shape after the birth and breast feeding her sons. | [Community] Follow-up: Q: py:shapely :: is there a way to get index of multipoint intersection w/ polygon. * Data write directory change from extensions directory -> to user home directory. 从这个图上可以看出 Polygon 是由 Ring 构成,而 Ring 又是又 Segment 构成, 但是这并不意味着用户必须按照这种层次去构造 Polygon ,实际上用 Point 的集合可以构成 Polygon。 组成 Polygon 的是 Ring,其中 Ring 可以分为 Exterior Ring (外环) 和 Interior Ring (内环) 之分。. Therefore, we want to # restrict every complex source to have a projected enclosing # polygon that is not a multipolygon. For point geometries we return the best cloud-free image we can find within a specified date range. For highly compact and readable code. Here is an example script you can use to find all polygons that share boundary with each of the polygons in a layer and. shape y mapping¶. We create your best look … naturally. geom_type polygon ある地点に配置したポイントのバッファをとるとポリゴンを作ることができます。. An entry may consist of only one shape (like a single polygon) or multiple shapes that are meant to be thought of as one observation (like the many polygons that make up the State of Hawaii or a country like Indonesia). GeoPandas builds on mature, stable and widely used packages (Pandas, shapely, etc). Este servidor contiene: Censos de Poblacion y Viviendas, Informacion general, Productos de difusion, España en cifras, Datos sobre economía, demografía. Before version 1. geometry import LineString, MultiLineString, MultiPolygon, Polygon from shapely. Import Shapely’s idea of a point with from shapely. 2NorsaBrian Rada Vout Preview V. The short story is that for each point in the data set, I’ll loop through all other points in the data set, calculating the great circle distance between the two points using geopy’s great_circle() function. errors module and logging practices have been im-proved. map() method supports the return of recent satellite imagery. Well-known text (WKT) is a text markup language for representing vector geometry objects on a map. Rhonda became very thin and suffered muscle wastage and deterioration. I think that I can see how to build the tree with envelopes of the polygon objects, using an int ID number as the inserted item. multipolygon_tagged_text Is the WKT representation of the geographyMultiPolygon instance you wish to return. unary_union taken from open source projects. linemerge(LineIHave)) - joris Oct 17 '15 at 12:20. Creating a multipolygon polygon. The following are code examples for showing how to use shapely. Belka12345. com), Paolo Corti ([email protected] geometry import box, MultiPolygon from. Although basic information about the package was displayed as expected: "SIMA: Python package for sequential image analysis. Table of Contents. graph svg'). const panicTl = new TimelineMax({ paused:true, repeat:-1 }). 1 Geojsonio. Stork Vacchiano Series Cornet Mouthpieces 2C In Stock. If the Shapely package is installed, it will be a shapely shape, otherwise a dict of a simple GeoJSON geometry type. 3 documentation. There are some use cases where you want to find all neighboring polygons of each of the polygons in a layer. geometry import MultiPolygon, GeometryCollection, Point, LineString source_xy = int (source_x), int (source_y) target_xy = int (target_x), int (target_y) obstacle_table = read_csv (obstacle_table_path. Shapely ist ein Python Programmier-Paket für räumliche Geometrien. Shapelyを使ってみよう - GIS奮闘記. The raw crime data comes with lat/long coordinates, which I use these to create Shapely point geometry objects (these are the values in the "geometry" field for each record in a. Back to Package. National Statistics Institute. all__ = ['MultiPoint', 'asMultiPoint']. Let's put it through its paces with a complex, real-world problem.