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Beyond arcpy GIS in Action March 29-30, 2011 Grant Miller-Francisco GIS Analyst Sky Research  Ashland, OR
arcpy ArcGIS Python
arcpy ArcGIS Python
 
{‘H3574’: ‘C:ath3574.jpg’, ‘ H3575’: ‘C:ath3575.jpg’, ‘ H3623’: ‘C:ath3623.jpg’, . . .  }
{‘H3574’: ‘C:ath3574.jpg’, ‘ H3575’: ‘C:ath3575.jpg’, ‘ H3623’: ‘C:ath3623.jpg’, . . .  }
[object Object]
[object Object],[object Object],[object Object]
The Standard Library
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Python Module of the Week http://www.doughellmann.com/PyMOTW/
[object Object],[object Object]
The Python  Package Index (PyPI) http://pypi.python.org/pypi
 
 
 
[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],That wasn’t so bad!
[object Object]
[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
print data.csv ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],print data.tsv
print data.json ,[object Object]
open(r'C:ataublic_art_selected.xls', 'wb').write(data.xls)
[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
[object Object]
“ set-theoretic analysis and manipulation of planar features” Create:  Point, LineString, LinearRing, Polygons MultiPoint, MultiLineString, MultiPolygon General Attributes/Methods .area, .length, .bounds, geom_type, .distance (to another object) Binary Predicates contains, crosses, disjoint, equals, intersects, touches, within set-theoretic methods .boundary, .centroid, .difference, .intersection, .symmetric_difference, .union constructive method .buffer, .convex_hull, .envelope, .simplify other merging, cascading union Interoperation WKT,  numpy arrays, geo interface (GeoJSON)
import arcpy from shapely.geometry import MultiPoint, asShape, mapping fc = r'C:IS_in_Action.gdbublic_art_selected‘ g = arcpy.Geometry() geometryList = arcpy.CopyFeatures_management(fc, g) mp = [] for item in geometryList: mp.append(asShape(item.__geo_interface__)) points = MultiPoint(mp) out_fc = r'C:IS_in_Action.gdbublic_art_selected_convex_hull‘ ch = points.convex_hull buffered_ch = ch.buffer(100) points_convex_hull = arcpy.AsShape(mapping(buffered_ch)) arcpy.CopyFeatures_management(points_convex_hull, ch_fc) prjFile = ‘path_to_prj_file’ spatialRef = arcpy.SpatialReference(prjFile)  arcpy.DefineProjection_management(out_fc, spatialRef)
[object Object],[object Object]
[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],0, Peace Chant ,POINT 1, In the Shadow of the Elm ,POINT 2, Rebecca at the Well (Shemanski Fountain) ,POINT 3, Spectral Light Dome ,POINT 4, Kano School Japanese Screen ,POINT 5, Muse, Maze, Mirror, Gaze ,POINT 6, Portland Town ,POINT 7, Running Horses ,POINT 0, Peace Chant ,POINT 1, In the Shadow of the Elm ,POINT 2, Rebecca at the Well (Shemanski Fountain) ,POINT 3, Spectral Light Dome ,POINT 4, Kano School Japanese Screen ,POINT 5, Muse, Maze, Mirror, Gaze ,POINT 6, Portland Town ,POINT 7, Running Horses ,POINT . . .
[object Object]
public_art.csv tablib for row in data: # put in PDF
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
print data.csv ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
‘ image_url’ ‘ artist’, ‘ title’, ‘ location’
[object Object]
mapnik makes pretty maps
The  Map  consists of one or more layers Each  Layer  has a datasource A  Style  groups and organizes rules A  Rule  contains symbolizers and filters Filter  (optional) Symbolizer
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Alternative:  Map Definition File (XML) Cascadenik
 
[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
arcpy ArcGIS Python
arcpy ArcGIS Python
Credits ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

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Beyond arcpy, Python for GIS, Grant Miller-Francisco

  • 1. Beyond arcpy GIS in Action March 29-30, 2011 Grant Miller-Francisco GIS Analyst Sky Research Ashland, OR
  • 4.  
  • 5. {‘H3574’: ‘C:ath3574.jpg’, ‘ H3575’: ‘C:ath3575.jpg’, ‘ H3623’: ‘C:ath3623.jpg’, . . . }
  • 6. {‘H3574’: ‘C:ath3574.jpg’, ‘ H3575’: ‘C:ath3575.jpg’, ‘ H3623’: ‘C:ath3623.jpg’, . . . }
  • 7.
  • 8.
  • 10.
  • 11.
  • 12.
  • 13. Python Module of the Week http://www.doughellmann.com/PyMOTW/
  • 14.
  • 15. The Python Package Index (PyPI) http://pypi.python.org/pypi
  • 16.  
  • 17.  
  • 18.  
  • 19.
  • 20.
  • 21.
  • 22.
  • 23.
  • 24.
  • 25.
  • 26.
  • 27.
  • 28.
  • 29.
  • 31.
  • 32.
  • 33.  
  • 34.
  • 35. “ set-theoretic analysis and manipulation of planar features” Create: Point, LineString, LinearRing, Polygons MultiPoint, MultiLineString, MultiPolygon General Attributes/Methods .area, .length, .bounds, geom_type, .distance (to another object) Binary Predicates contains, crosses, disjoint, equals, intersects, touches, within set-theoretic methods .boundary, .centroid, .difference, .intersection, .symmetric_difference, .union constructive method .buffer, .convex_hull, .envelope, .simplify other merging, cascading union Interoperation WKT, numpy arrays, geo interface (GeoJSON)
  • 36. import arcpy from shapely.geometry import MultiPoint, asShape, mapping fc = r'C:IS_in_Action.gdbublic_art_selected‘ g = arcpy.Geometry() geometryList = arcpy.CopyFeatures_management(fc, g) mp = [] for item in geometryList: mp.append(asShape(item.__geo_interface__)) points = MultiPoint(mp) out_fc = r'C:IS_in_Action.gdbublic_art_selected_convex_hull‘ ch = points.convex_hull buffered_ch = ch.buffer(100) points_convex_hull = arcpy.AsShape(mapping(buffered_ch)) arcpy.CopyFeatures_management(points_convex_hull, ch_fc) prjFile = ‘path_to_prj_file’ spatialRef = arcpy.SpatialReference(prjFile) arcpy.DefineProjection_management(out_fc, spatialRef)
  • 37.
  • 38.
  • 39.
  • 40.
  • 41.
  • 42. public_art.csv tablib for row in data: # put in PDF
  • 43.
  • 44.
  • 45.
  • 46.
  • 47. ‘ image_url’ ‘ artist’, ‘ title’, ‘ location’
  • 48.
  • 50. The Map consists of one or more layers Each Layer has a datasource A Style groups and organizes rules A Rule contains symbolizers and filters Filter (optional) Symbolizer
  • 51.
  • 52.
  • 53.
  • 54.
  • 55. Alternative: Map Definition File (XML) Cascadenik
  • 56.  
  • 57.
  • 58.
  • 59.
  • 60.
  • 61.
  • 64.