From 2c6827dc2320537ce8506d1dcc2648610fc106df Mon Sep 17 00:00:00 2001 From: Scott Chamberlain Date: Sat, 9 Jun 2018 22:26:45 -0700 Subject: [PATCH 1/4] #41 maps api work --- pygbif/maps/__init__.py | 3 ++ pygbif/maps/map.py | 83 +++++++++++++++++++++++++++++++++++++++++ 2 files changed, 86 insertions(+) create mode 100644 pygbif/maps/__init__.py create mode 100644 pygbif/maps/map.py diff --git a/pygbif/maps/__init__.py b/pygbif/maps/__init__.py new file mode 100644 index 0000000..3904dc1 --- /dev/null +++ b/pygbif/maps/__init__.py @@ -0,0 +1,3 @@ +# -*- coding: utf-8 -*- + +from .map import map diff --git a/pygbif/maps/map.py b/pygbif/maps/map.py new file mode 100644 index 0000000..ec4af3a --- /dev/null +++ b/pygbif/maps/map.py @@ -0,0 +1,83 @@ +from ..gbifutils import * + +def map(source, z, x, y, format, srs=None, bin=None, hexPerTile=None, + style=None, taxonKey=None, country=None, + publishingCountry=None, publisher=None, + datasetKey=None, year=None, basisOfRecord=None, **kwargs): + ''' + GBIF maps API + + :param source: [str] Either ``density`` for fast, precalculated tiles, + or ``adhoc`` for any search + :param z: [str] zoom level + :param x: [str] longitude + :param y: [str] latitude + :param format: [str] format of returned data. One of: + + - ``.mvt`` - vector tile + - ``@Hx.png`` - 256px raster tile (for legacy clients) + - ``@1x.png`` - 512px raster tile, @2x.png for a 1024px raster tile + - ``@3x.png`` - 2048px raster tile, @4x.png for a 4096px raster tile + + :param srs: [str] Spatial reference system. One of: + + - ``EPSG:3857`` (Web Mercator) + - ``EPSG:4326`` (WGS84 plate careé) + - ``EPSG:3575`` (Arctic LAEA) + - ``EPSG:3031`` (Antarctic stereographic) + + :param bin: [str] square or hex to aggregate occurrence counts into + squares or hexagons. Points by default. + :param hexPerTile: [str] sets the size of the hexagons (the number horizontally + across a tile) + :param squareSize: [str] sets the size of the squares. Choose a factor of 4096 + so they tessalate correctly: probably from 8, 16, 32, 64, 128, 256, 512. + :param style: [str] for raster tiles, choose from the available styles. + Defaults to classic.point. + :param taxonKey: [int] A GBIF occurrence identifier + :param datasetKey: [str] The occurrence dataset key (a uuid) + :param country: [str] The 2-letter country code (as per ISO-3166-1) of the country + in which the occurrence was recorded. See here + http://en.wikipedia.org/wiki/ISO_3166-1_alpha-2 + :param basisOfRecord: [str] Basis of record, as defined in our BasisOfRecord + enum here http://gbif.github.io/gbif-api/apidocs/org/gbif/api/vocabulary/BasisOfRecord.html + Acceptable values are: + + - ``FOSSIL_SPECIMEN`` An occurrence record describing a fossilized specimen. + - ``HUMAN_OBSERVATION`` An occurrence record describing an observation made by + one or more people. + - ``LITERATURE`` An occurrence record based on literature alone. + - ``LIVING_SPECIMEN`` An occurrence record describing a living specimen, e.g. + - ``MACHINE_OBSERVATION`` An occurrence record describing an observation made + by a machine. + - ``OBSERVATION`` An occurrence record describing an observation. + - ``PRESERVED_SPECIMEN`` An occurrence record describing a preserved specimen. + - ``UNKNOWN`` Unknown basis for the record. + + :param year: [int] The 4 digit year. A year of 98 will be interpreted as AD 98. + Supports range queries, smaller,larger (e.g., ``1990,1991``, whereas + ``1991,1990`` wouldn't work) + :param publishingCountry: [str] The 2-letter country code (as per ISO-3166-1) of the + country in which the occurrence was recorded. + + :return: A dictionary + + Usage:: + + from pygbif import maps + maps.map(taxonKey = 2435098) + ''' + url = maps_baseurl + 'maps/occurrence/%s/%s/%s/%s.%s' + url = url % ( source, z, x, y, format ) + args = {'srs': srs, 'bin': bin, 'hexPerTile': hexPerTile, 'style': style, + 'taxonKey': taxonKey, 'country': country, + 'publishingCountry': publishingCountry, 'publisher': publisher, + 'datasetKey': datasetKey, 'year': year, + 'basisOfRecord': basisOfRecord} + gbif_kwargs = {key: kwargs[key] for key in kwargs if key not in requests_argset} + if gbif_kwargs is not None: + xx = dict(zip( [ re.sub('_', '.', x) for x in gbif_kwargs.keys() ], gbif_kwargs.values() )) + args.update(xx) + kwargs = {key: kwargs[key] for key in kwargs if key in requests_argset} + out = gbif_GET(url, args, **kwargs) + return out From 517ec9b6c9135b359d9fab85083eeeb9315a2a28 Mon Sep 17 00:00:00 2001 From: Scott Chamberlain Date: Sun, 6 Jan 2019 12:51:45 -0800 Subject: [PATCH 2/4] add maps docs page, add maps tests, map method tweaking --- .travis.yml | 2 + docs/_build/doctrees/environment.pickle | Bin 1685385 -> 1694723 bytes docs/_build/doctrees/index.doctree | Bin 23840 -> 24580 bytes docs/_build/doctrees/modules/maps.doctree | Bin 0 -> 30796 bytes docs/_build/html/.buildinfo | 2 +- docs/_build/html/_modules/index.html | 6 +- .../_build/html/_modules/pygbif/maps/map.html | 445 ++++++++++++++++++ .../_modules/pygbif/occurrences/count.html | 3 +- .../_modules/pygbif/occurrences/download.html | 3 +- .../html/_modules/pygbif/occurrences/get.html | 3 +- .../_modules/pygbif/occurrences/search.html | 3 +- .../_modules/pygbif/registry/datasets.html | 3 +- .../pygbif/registry/installations.html | 3 +- .../_modules/pygbif/registry/networks.html | 3 +- .../html/_modules/pygbif/registry/nodes.html | 3 +- .../pygbif/registry/organizations.html | 3 +- .../pygbif/species/name_backbone.html | 3 +- .../_modules/pygbif/species/name_lookup.html | 3 +- .../_modules/pygbif/species/name_parser.html | 3 +- .../_modules/pygbif/species/name_suggest.html | 3 +- .../_modules/pygbif/species/name_usage.html | 3 +- .../_modules/pygbif/utils/wkt_rewind.html | 3 +- docs/_build/html/_sources/index.rst.txt | 4 + .../_build/html/_sources/modules/maps.rst.txt | 24 + docs/_build/html/changelog_link.html | 8 +- docs/_build/html/conduct.html | 4 +- docs/_build/html/contributing.html | 4 +- docs/_build/html/contributors.html | 4 +- docs/_build/html/docs/faq.html | 4 +- docs/_build/html/docs/usecases.html | 4 +- docs/_build/html/genindex.html | 14 +- docs/_build/html/index.html | 5 +- docs/_build/html/intro/install.html | 4 +- docs/_build/html/license.html | 4 +- docs/_build/html/modules/intro.html | 4 +- docs/_build/html/modules/maps.html | 400 ++++++++++++++++ docs/_build/html/modules/occurrence.html | 4 +- docs/_build/html/modules/registry.html | 4 +- docs/_build/html/modules/species.html | 8 +- docs/_build/html/modules/utils.html | 22 +- docs/_build/html/objects.inv | Bin 840 -> 866 bytes docs/_build/html/py-modindex.html | 5 +- docs/_build/html/search.html | 3 +- docs/_build/html/searchindex.js | 2 +- docs/conf.py | 2 +- docs/index.rst | 4 + docs/modules/maps.rst | 24 + pygbif/__init__.py | 1 + pygbif/gbifutils.py | 12 +- pygbif/maps/__init__.py | 2 +- pygbif/maps/map.py | 196 ++++++-- setup.py | 8 +- test/test-maps-map.py | 34 ++ test/vcr_cassettes/test_map.yaml | 88 ++++ 54 files changed, 1325 insertions(+), 81 deletions(-) create mode 100644 docs/_build/doctrees/modules/maps.doctree create mode 100644 docs/_build/html/_modules/pygbif/maps/map.html create mode 100644 docs/_build/html/_sources/modules/maps.rst.txt create mode 100644 docs/_build/html/modules/maps.html create mode 100644 docs/modules/maps.rst create mode 100644 test/test-maps-map.py create mode 100644 test/vcr_cassettes/test_map.yaml diff --git a/.travis.yml b/.travis.yml index 52cad5c..90c85ce 100644 --- a/.travis.yml +++ b/.travis.yml @@ -12,6 +12,8 @@ install: - pip install 'shapely>=1.5.13' - pip install 'geojson_rewind>=0.1.1' - pip install 'geomet>=0.2.0.post2' + - pip install 'appdirs>=1.4.3' + - pip install matplotlib - pip install coveralls - pip install vcrpy diff --git a/docs/_build/doctrees/environment.pickle b/docs/_build/doctrees/environment.pickle index dde8159d4e2dafe46057fa44394f23181f49e2f6..f5c75b1a11a751eea27150c55e0ad9de549f2d51 100644 GIT binary patch literal 1694723 zcmd4436P}8bso0&+~*#^;vgDW0vv#xnVrSrAV`Yr>FJ(r%=Cfoo?QUqs#sn9cUSdP zSJl=rGYt|HC7B=)sxT2|lQwCSl7plrTGl}^D3g|W=m=2?(WWhjXh%5Ype%+MvZauM z49UT;Bk1pC=KC{WX8wP6{Z+fxlIWiPkMGO(^5x5yFZ0j*fv0}-#$%5^M*od34|>g3 z=h3yS^Ptu5b`G-6@MwJT=BU-)S#&P_$k9jt)X|rZu8g0o_j*UGlfY)U5)x#jo+*7 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literal 0 HcmV?d00001 diff --git a/docs/_build/html/.buildinfo b/docs/_build/html/.buildinfo index 94bd975..7c2506a 100644 --- a/docs/_build/html/.buildinfo +++ b/docs/_build/html/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: f543feefd2070b4fd378a4710a2977b6 +config: cfe7283196b482afd641a1023821c807 tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/docs/_build/html/_modules/index.html b/docs/_build/html/_modules/index.html index cfb55f2..662f844 100644 --- a/docs/_build/html/_modules/index.html +++ b/docs/_build/html/_modules/index.html @@ -95,6 +95,7 @@

  1. registry module
  2. species module
    3. +
  3. maps module
  4. utils module

    5. All the rest

    @@ -165,7 +166,8 @@

    All modules for which code is available

    -
    • pygbif.occurrences.count
      • +
      • pygbif.maps.map
        • +
      • pygbif.occurrences.count
      • pygbif.occurrences.download
      • pygbif.occurrences.get
      • pygbif.occurrences.search
        • @@ -192,7 +194,7 @@

        All modules for which code is available

        - © Copyright 2016, Scott Chamberlain. + © Copyright 2019, Scott Chamberlain.

        diff --git a/docs/_build/html/_modules/pygbif/maps/map.html b/docs/_build/html/_modules/pygbif/maps/map.html new file mode 100644 index 0000000..f4e6b67 --- /dev/null +++ b/docs/_build/html/_modules/pygbif/maps/map.html @@ -0,0 +1,445 @@ + + + + + + + + + + + pygbif.maps.map — pygbif 0.2.2.3 documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
        + + + + +
        + + + + + +
        + +
        + + + + + + + + + + + + + + + + + +
        + + + + +
        +
        +
        +
        + +

        Source code for pygbif.maps.map

        +from ..gbifutils import *
+import os
+import hashlib
+import matplotlib.pyplot as plt
+import matplotlib.image as mpimg
+from appdirs import user_cache_dir
+
+def map(source = 'density', z = 0, x = 0, y = 0, format = '@1x.png', 
+    srs='EPSG:4326', bin=None, hexPerTile=None, style='classic.point', 
+    taxonKey=None, country=None,  publishingCountry=None, publisher=None,
+    datasetKey=None, year=None, basisOfRecord=None, **kwargs):
+    '''
+    GBIF maps API
+
+    :param source: [str] Either ``density`` for fast, precalculated tiles,
+        or ``adhoc`` for any search
+    :param z: [str] zoom level
+    :param x: [str] longitude
+    :param y: [str] latitude
+    :param format: [str] format of returned data. One of:
+
+    - ``.mvt`` - vector tile
+    - ``@Hx.png`` - 256px raster tile (for legacy clients)
+    - ``@1x.png`` - 512px raster tile, @2x.png for a 1024px raster tile
+    - ``@3x.png`` - 2048px raster tile, @4x.png for a 4096px raster tile
+
+    :param srs: [str] Spatial reference system. One of:
+
+    - ``EPSG:3857`` (Web Mercator)
+    - ``EPSG:4326`` (WGS84 plate careé)
+    - ``EPSG:3575`` (Arctic LAEA)
+    - ``EPSG:3031`` (Antarctic stereographic)
+
+    :param bin: [str] square or hex to aggregate occurrence counts into
+        squares or hexagons. Points by default.
+    :param hexPerTile: [str] sets the size of the hexagons (the number 
+        horizontally across a tile)
+    :param squareSize: [str] sets the size of the squares. Choose a factor 
+        of 4096 so they tessalate correctly: probably from 8, 16, 32, 64, 
+        128, 256, 512.
+    :param style: [str] for raster tiles, choose from the available styles.
+        Defaults to classic.point.
+    :param taxonKey: [int] A GBIF occurrence identifier
+    :param datasetKey: [str] The occurrence dataset key (a uuid)
+    :param country: [str] The 2-letter country code (as per ISO-3166-1) of 
+        the country in which the occurrence was recorded. See here
+        http://en.wikipedia.org/wiki/ISO_3166-1_alpha-2
+    :param basisOfRecord: [str] Basis of record, as defined in our 
+        BasisOfRecord enum here 
+        http://gbif.github.io/gbif-api/apidocs/org/gbif/api/vocabulary/BasisOfRecord.html
+        Acceptable values are:
+
+     - ``FOSSIL_SPECIMEN`` An occurrence record describing a fossilized 
+        specimen.
+     - ``HUMAN_OBSERVATION`` An occurrence record describing an observation 
+        made by one or more people.
+     - ``LITERATURE`` An occurrence record based on literature alone.
+     - ``LIVING_SPECIMEN`` An occurrence record describing a living 
+        specimen, e.g.
+     - ``MACHINE_OBSERVATION`` An occurrence record describing an observation 
+        made by a machine.
+     - ``OBSERVATION`` An occurrence record describing an observation.
+     - ``PRESERVED_SPECIMEN`` An occurrence record describing a preserved 
+        specimen.
+     - ``UNKNOWN`` Unknown basis for the record.
+
+    :param year: [int] The 4 digit year. A year of 98 will be interpreted as 
+        AD 98. Supports range queries, smaller,larger (e.g., ``1990,1991``, 
+        whereas ``1991,1990`` wouldn't work)
+    :param publishingCountry: [str] The 2-letter country code (as per 
+        ISO-3166-1) of the country in which the occurrence was recorded.
+
+    :return: A requests library Response class, see Usage for how to process
+
+    Usage::
+
+        from pygbif import maps
+        out = maps.map(taxonKey = 2435098)
+        out.response
+        out.path
+        out.img
+        out.plot()
+
+        out = maps.map(taxonKey = 2480498, year = range(2007, 2011+1))
+        out.response
+        out.path
+        out.img
+        out.plot()
+        
+        # srs
+        maps.map(taxonKey = 2480498, year = 2010, srs = "EPSG:3857")
+        # bin
+        maps.map(taxonKey = 212, year = 1998, bin = "hex",
+           hexPerTile = 30, style = "classic-noborder.poly")
+        # style
+        plot(maps.map(taxonKey = 2480498, style = "purpleYellow.point"))
+        # map vector tile, gives back raw bytes
+        # maps.map(taxonKey = 2480498, year = 2010,
+        #  format = ".mvt")
+        # basisOfRecord
+        maps.map(taxonKey = 2480498, year = '2010', 
+          basisOfRecord = "HUMAN_OBSERVATION")
+        maps.map(taxonKey = 2480498, year = '2010', 
+          basisOfRecord = ["HUMAN_OBSERVATION", "LIVING_SPECIMEN"])
+    '''
+    maps_baseurl = 'https://api.gbif.org'
+    url = maps_baseurl + '/v2/map/occurrence/%s/%s/%s/%s%s'
+    url = url % ( source, z, x, y, format )
+    year = __handle_year(year)
+    basisOfRecord = __handle_bor(basisOfRecord)
+    args = {'srs': srs, 'bin': bin, 'hexPerTile': hexPerTile, 'style': style,
+        'taxonKey': taxonKey, 'country': country,
+        'publishingCountry': publishingCountry, 'publisher': publisher,
+        'datasetKey': datasetKey, 'year': year,
+        'basisOfRecord': basisOfRecord}
+    kw = {key: kwargs[key] for key in kwargs if key not in requests_argset}
+    if kw is not None:
+        xx = dict(zip( [ re.sub('_', '.', x) for x in kw.keys() ], kw.values() ))
+        args.update(xx)
+    kwargs = {key: kwargs[key] for key in kwargs if key in requests_argset}
+    out = gbif_GET_map(url, args, 'image/png', **kwargs)
+    return GbifMap(out)
+
+class GbifMap(object):
+    '''
+    GbifMap response class
+
+    contains:
+    
+    - response
+    - path
+    - img
+    - plot()
+    '''
+    def __init__(self, x):
+        super(GbifMap, self).__init__()
+        self.response = x
+        self.path = self.__make_path()
+        self.__write_file()
+        self.img = self.__prep_plot()
+        
+    def __write_file(self):
+        fh = open(self.path, "wb")
+        fh.write(self.response.content)
+        fh.close()
+
+    def __prep_plot(self):
+        img = mpimg.imread(self.path)
+        return plt.imshow(img)
+
+    def __make_path(self):
+      uu = hashlib.sha256(self.response.content).hexdigest()
+      base_path = user_cache_dir('python/pygbif')
+      if not os.path.exists(base_path):
+        os.makedirs(base_path)
+      path = base_path + '/' + uu + '.png'
+      return path
+
+    def plot(self):
+        plt.show(self.img)
+
+def __handle_year(year):
+    if year is not None:
+        if isinstance(year, int):
+            year = [year]
+        if isinstance(year, range):
+            year = list(year)
+        bools = [ w in range(0, 2200) for w in year ]
+        if not all(bools):
+            raise ValueError("one or more 'year' values not in acceptable set")
+        if len(year) > 1:
+            year = ','.join([str(min(year)), str(max(year))])
+        else:
+            year = str(year[0])
+        return year
+    
+def __handle_bor(basisOfRecord):
+    if basisOfRecord is not None:
+        bools = [ w in basis_of_record_values for w in basisOfRecord ]
+        if not all(bools):
+            raise ValueError("one or more 'basisOfRecord' values not in acceptable set")
+
+
+map_styles = [
+  'purpleHeat.point',
+  'blueHeat.point',
+  'orangeHeat.point',
+  'greenHeat.point',
+  'classic.point',
+  'purpleYellow.point',
+  'fire.point',
+  'glacier.point',
+  'classic.poly',
+  'classic-noborder.poly',
+  'purpleYellow.poly',
+  'purpleYellow-noborder.poly',
+  'green.poly',
+  'green2.poly',
+  'iNaturalist.poly',
+  'purpleWhite.poly',
+  'red.poly',
+  'blue.marker',
+  'orange.marker',
+  'outline.poly'
+]
+
+basis_of_record_values = [
+  'OBSERVATION',
+  'HUMAN_OBSERVATION',
+  'MACHINE_OBSERVATION',
+  'MATERIAL_SAMPLE',
+  'PRESERVED_SPECIMEN',
+  'FOSSIL_SPECIMEN',
+  'LIVING_SPECIMEN',
+  'LITERATURE',
+  'UNKNOWN'
+]
+
        + +
        + +
        +
        + + +
        + +
        +

        + © Copyright 2019, Scott Chamberlain. + +

        +
        + Built with Sphinx using a theme provided by Read the Docs. + +
        + +
        +
        + +
        + +
        + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/docs/_build/html/_modules/pygbif/occurrences/count.html b/docs/_build/html/_modules/pygbif/occurrences/count.html index 3b9b4a9..ba9d63f 100644 --- a/docs/_build/html/_modules/pygbif/occurrences/count.html +++ b/docs/_build/html/_modules/pygbif/occurrences/count.html @@ -95,6 +95,7 @@
      • occurrence module
      • registry module
      • species module
        • +
      • maps module
      • utils module

      All the rest

      @@ -312,7 +313,7 @@

      Source code for pygbif.occurrences.count

       
   
      
     
      
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
      
   
      
diff --git a/docs/_build/html/_modules/pygbif/occurrences/download.html b/docs/_build/html/_modules/pygbif/occurrences/download.html
index cfb83bd..08f6139 100644
--- a/docs/_build/html/_modules/pygbif/occurrences/download.html
+++ b/docs/_build/html/_modules/pygbif/occurrences/download.html
@@ -95,6 +95,7 @@
 
    • occurrence module
      • 
 
    • registry module
      • 
 
    • species module
      • 
+
    • maps module
      • 
 
    • utils module
      •

    All the rest

    @@ -606,7 +607,7 @@

    Source code for pygbif.occurrences.download

     
   
    
     
    
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
    
   
    
diff --git a/docs/_build/html/_modules/pygbif/occurrences/get.html b/docs/_build/html/_modules/pygbif/occurrences/get.html
index 1c37daf..fb85b8c 100644
--- a/docs/_build/html/_modules/pygbif/occurrences/get.html
+++ b/docs/_build/html/_modules/pygbif/occurrences/get.html
@@ -95,6 +95,7 @@
 
  5. occurrence module
    6. 
 
  6. registry module
    7. 
 
  7. species module
    8. 
+
  8. maps module
    9. 
 
  9. utils module
    10. 
 
 
    All the rest
    
@@ -240,7 +241,7 @@ 
    Source code for pygbif.occurrences.get
     
   
    
     
    
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
    
   
    
diff --git a/docs/_build/html/_modules/pygbif/occurrences/search.html b/docs/_build/html/_modules/pygbif/occurrences/search.html
index 619261a..c1004b9 100644
--- a/docs/_build/html/_modules/pygbif/occurrences/search.html
+++ b/docs/_build/html/_modules/pygbif/occurrences/search.html
@@ -95,6 +95,7 @@
 
  10. occurrence module
    11. 
 
  11. registry module
    12. 
 
  12. species module
    13. 
+
  13. maps module
    14. 
 
  14. utils module
    15. 
 
 
    All the rest
    
@@ -513,7 +514,7 @@ 
    Source code for pygbif.occurrences.search
     
   
    
     
    
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
    
   
    
diff --git a/docs/_build/html/_modules/pygbif/registry/datasets.html b/docs/_build/html/_modules/pygbif/registry/datasets.html
index 12c346b..9036c8e 100644
--- a/docs/_build/html/_modules/pygbif/registry/datasets.html
+++ b/docs/_build/html/_modules/pygbif/registry/datasets.html
@@ -95,6 +95,7 @@
 
  15. occurrence module
    16. 
 
  16. registry module
    17. 
 
  17. species module
    18. 
+
  18. maps module
    19. 
 
  19. utils module
    20. 
 
 
    All the rest
    
@@ -437,7 +438,7 @@ 
    Source code for pygbif.registry.datasets
     
   
    
     
    
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
    
   
    
diff --git a/docs/_build/html/_modules/pygbif/registry/installations.html b/docs/_build/html/_modules/pygbif/registry/installations.html
index d6f9755..fe7cb7d 100644
--- a/docs/_build/html/_modules/pygbif/registry/installations.html
+++ b/docs/_build/html/_modules/pygbif/registry/installations.html
@@ -95,6 +95,7 @@
 
  20. occurrence module
    21. 
 
  21. registry module
    22. 
 
  22. species module
    23. 
+
  23. maps module
    24. 
 
  24. utils module
    25. 
 
 
    All the rest
    
@@ -247,7 +248,7 @@ 
    Source code for pygbif.registry.installations
    
     
    
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
    
   
    
diff --git a/docs/_build/html/_modules/pygbif/registry/networks.html b/docs/_build/html/_modules/pygbif/registry/networks.html
index 85beca2..ef84645 100644
--- a/docs/_build/html/_modules/pygbif/registry/networks.html
+++ b/docs/_build/html/_modules/pygbif/registry/networks.html
@@ -95,6 +95,7 @@
 
  25. occurrence module
    26. 
 
  26. registry module
    27. 
 
  27. species module
    28. 
+
  28. maps module
    29. 
 
  29. utils module
    30. 
 
 
    All the rest
    
@@ -235,7 +236,7 @@ 
    Source code for pygbif.registry.networks
     
   
    
     
    
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
    
   
    
diff --git a/docs/_build/html/_modules/pygbif/registry/nodes.html b/docs/_build/html/_modules/pygbif/registry/nodes.html
index 58d2ce7..0fb960d 100644
--- a/docs/_build/html/_modules/pygbif/registry/nodes.html
+++ b/docs/_build/html/_modules/pygbif/registry/nodes.html
@@ -95,6 +95,7 @@
 
  30. occurrence module
    31. 
 
  31. registry module
    32. 
 
  32. species module
    33. 
+
  33. maps module
    34. 
 
  34. utils module
    35. 
 
 
    All the rest
    
@@ -258,7 +259,7 @@ 
    Source code for pygbif.registry.nodes
     
   
    
     
    
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
    
   
    
diff --git a/docs/_build/html/_modules/pygbif/registry/organizations.html b/docs/_build/html/_modules/pygbif/registry/organizations.html
index f911664..838aa3a 100644
--- a/docs/_build/html/_modules/pygbif/registry/organizations.html
+++ b/docs/_build/html/_modules/pygbif/registry/organizations.html
@@ -95,6 +95,7 @@
 
  35. occurrence module
    36. 
 
  36. registry module
    37. 
 
  37. species module
    38. 
+
  38. maps module
    39. 
 
  39. utils module
    40. 
 
 
    All the rest
    
@@ -249,7 +250,7 @@ 
    Source code for pygbif.registry.organizations
    
     
    
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
    
   
    
diff --git a/docs/_build/html/_modules/pygbif/species/name_backbone.html b/docs/_build/html/_modules/pygbif/species/name_backbone.html
index 40a45e3..fd3c5fa 100644
--- a/docs/_build/html/_modules/pygbif/species/name_backbone.html
+++ b/docs/_build/html/_modules/pygbif/species/name_backbone.html
@@ -95,6 +95,7 @@
 
  40. occurrence module
    41. 
 
  41. registry module
    42. 
 
  42. species module
    43. 
+
  43. maps module
    44. 
 
  44. utils module
    45. 
 
 
    All the rest
    
@@ -242,7 +243,7 @@ 
    Source code for pygbif.species.name_backbone
         
    
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
    
   
    
diff --git a/docs/_build/html/_modules/pygbif/species/name_lookup.html b/docs/_build/html/_modules/pygbif/species/name_lookup.html
index 2062487..cc27e1b 100644
--- a/docs/_build/html/_modules/pygbif/species/name_lookup.html
+++ b/docs/_build/html/_modules/pygbif/species/name_lookup.html
@@ -95,6 +95,7 @@
 
  45. occurrence module
    46. 
 
  46. registry module
    47. 
 
  47. species module
    48. 
+
  48. maps module
    49. 
 
  49. utils module
    50. 
 
 
    All the rest
    
@@ -320,7 +321,7 @@ 
    Source code for pygbif.species.name_lookup
     
   
    
     
    
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
    
   
    
diff --git a/docs/_build/html/_modules/pygbif/species/name_parser.html b/docs/_build/html/_modules/pygbif/species/name_parser.html
index b610c9c..3b7971f 100644
--- a/docs/_build/html/_modules/pygbif/species/name_parser.html
+++ b/docs/_build/html/_modules/pygbif/species/name_parser.html
@@ -95,6 +95,7 @@
 
  50. occurrence module
    51. 
 
  51. registry module
    52. 
 
  52. species module
    53. 
+
  53. maps module
    54. 
 
  54. utils module
    55. 
 
 
    All the rest
    
@@ -201,7 +202,7 @@ 
    Source code for pygbif.species.name_parser
     
   
    
     
    
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
    
   
    
diff --git a/docs/_build/html/_modules/pygbif/species/name_suggest.html b/docs/_build/html/_modules/pygbif/species/name_suggest.html
index 3441499..dd6d9ac 100644
--- a/docs/_build/html/_modules/pygbif/species/name_suggest.html
+++ b/docs/_build/html/_modules/pygbif/species/name_suggest.html
@@ -95,6 +95,7 @@
 
  55. occurrence module
    56. 
 
  56. registry module
    57. 
 
  57. species module
    58. 
+
  58. maps module
    59. 
 
  59. utils module
    60. 
 
 
    All the rest
    
@@ -231,7 +232,7 @@ 
    Source code for pygbif.species.name_suggest
     
   
    
     
    
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
    
   
    
diff --git a/docs/_build/html/_modules/pygbif/species/name_usage.html b/docs/_build/html/_modules/pygbif/species/name_usage.html
index 8238f45..8523cd1 100644
--- a/docs/_build/html/_modules/pygbif/species/name_usage.html
+++ b/docs/_build/html/_modules/pygbif/species/name_usage.html
@@ -95,6 +95,7 @@
 
  60. occurrence module
    61. 
 
  61. registry module
    62. 
 
  62. species module
    63. 
+
  63. maps module
    64. 
 
  64. utils module
    65. 
 
 
    All the rest
    
@@ -275,7 +276,7 @@ 
    Source code for pygbif.species.name_usage
     
   
    
     
    
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
    
   
    
diff --git a/docs/_build/html/_modules/pygbif/utils/wkt_rewind.html b/docs/_build/html/_modules/pygbif/utils/wkt_rewind.html
index cf342bd..73cef91 100644
--- a/docs/_build/html/_modules/pygbif/utils/wkt_rewind.html
+++ b/docs/_build/html/_modules/pygbif/utils/wkt_rewind.html
@@ -95,6 +95,7 @@
 
  65. occurrence module
    66. 
 
  66. registry module
    67. 
 
  67. species module
    68. 
+
  68. maps module
    69. 
 
  69. utils module
    70. 
 
 
    All the rest
    
@@ -223,7 +224,7 @@ 
    Source code for pygbif.utils.wkt_rewind
     
   
    
     
    
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
    
   
    
diff --git a/docs/_build/html/_sources/index.rst.txt b/docs/_build/html/_sources/index.rst.txt
index a2b2db8..93ceb2c 100644
--- a/docs/_build/html/_sources/index.rst.txt
+++ b/docs/_build/html/_sources/index.rst.txt
@@ -62,6 +62,7 @@ Modules
    modules/occurrence
    modules/registry
    modules/species
+   modules/maps
    modules/utils
 
 :doc:`modules/intro`
@@ -76,6 +77,9 @@ Modules
 :doc:`modules/species`
     The species module: including name search, lookup, suggest, usage, and backbone search.
 
+:doc:`modules/maps`
+    The maps module: including map.
+
 :doc:`modules/utils`
     The utils module: including wkt_rewind.
 
diff --git a/docs/_build/html/_sources/modules/maps.rst.txt b/docs/_build/html/_sources/modules/maps.rst.txt
new file mode 100644
index 0000000..e2b1349
--- /dev/null
+++ b/docs/_build/html/_sources/modules/maps.rst.txt
@@ -0,0 +1,24 @@
+.. _maps-modules:
+
+===========
+maps module
+===========
+
+maps module API:
+
+* `map`
+
+Example usage:
+
+.. code-block:: python
+
+    from pygbif import maps
+    maps.map(taxonKey = 2435098)
+
+
+maps API
+========
+
+.. py:module:: pygbif
+
+.. automethod:: maps.map
diff --git a/docs/_build/html/changelog_link.html b/docs/_build/html/changelog_link.html
index 0845ad1..aa44b1c 100644
--- a/docs/_build/html/changelog_link.html
+++ b/docs/_build/html/changelog_link.html
@@ -29,7 +29,7 @@
     
     
     
-     
+     
 
   
   
@@ -97,6 +97,8 @@
 
  70. occurrence module
    71. 
 
  71. registry module
    72. 
 
  72. species module
    73. 
+
  73. maps module
    74. 
+
  74. utils module
    75. 
 
 
    All the rest
    
 
    
   
@@ -250,7 +252,7 @@ 
    0.1.0 (2015-11-02)
     
    
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
    
   
    
diff --git a/docs/_build/html/conduct.html b/docs/_build/html/conduct.html
index 42d9a84..42d6c6f 100644
--- a/docs/_build/html/conduct.html
+++ b/docs/_build/html/conduct.html
@@ -97,6 +97,8 @@
 
  75. occurrence module
    76. 
 
  76. registry module
    77. 
 
  77. species module
    78. 
+
  78. maps module
    79. 
+
  79. utils module
    80. 
 
 
    All the rest
    
 
      
@@ -211,7 +213,7 @@
 
   
      
     
      
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
      
   
      
diff --git a/docs/_build/html/contributing.html b/docs/_build/html/contributing.html
index a9e2e55..33393d7 100644
--- a/docs/_build/html/contributing.html
+++ b/docs/_build/html/contributing.html
@@ -97,6 +97,8 @@
 
    • occurrence module
      • 
 
    • registry module
      • 
 
    • species module
      • 
+
    • maps module
      • 
+
    • utils module
      • 
 
    
 
    All the rest
    
 
    
diff --git a/docs/_build/html/contributors.html b/docs/_build/html/contributors.html
index e48a7b1..66685e0 100644
--- a/docs/_build/html/contributors.html
+++ b/docs/_build/html/contributors.html
@@ -97,6 +97,8 @@
 
  80. occurrence module
    81. 
 
  81. registry module
    82. 
 
  82. species module
    83. 
+
  83. maps module
    84. 
+
  84. utils module
    85. 
 
 
    All the rest
    
 
      
@@ -200,7 +202,7 @@
 
   
      
     
      
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
      
   
      
diff --git a/docs/_build/html/docs/faq.html b/docs/_build/html/docs/faq.html
index 195d268..dbb0e8d 100644
--- a/docs/_build/html/docs/faq.html
+++ b/docs/_build/html/docs/faq.html
@@ -100,6 +100,8 @@
 
    • occurrence module
      • 
 
    • registry module
      • 
 
    • species module
      • 
+
    • maps module
      • 
+
    • utils module
      • 
 
    
 
    All the rest
    
 
    
diff --git a/docs/_build/html/docs/usecases.html b/docs/_build/html/docs/usecases.html
index f7a0a2d..28f05fd 100644
--- a/docs/_build/html/docs/usecases.html
+++ b/docs/_build/html/docs/usecases.html
@@ -100,6 +100,8 @@
 
  85. occurrence module
    86. 
 
  86. registry module
    87. 
 
  87. species module
    88. 
+
  88. maps module
    89. 
+
  89. utils module
    90. 
 
 
    All the rest
    
 
    
diff --git a/docs/_build/html/genindex.html b/docs/_build/html/genindex.html
index 8a4af16..355c4e1 100644
--- a/docs/_build/html/genindex.html
+++ b/docs/_build/html/genindex.html
@@ -96,6 +96,7 @@
 
  90. occurrence module
    91. 
 
  91. registry module
    92. 
 
  92. species module
    93. 
+
  93. maps module
    94. 
 
  94. utils module
    95. 
 
 
    All the rest
    
@@ -175,6 +176,7 @@ 
    Index
    
  | D
  | G
  | I
+ | M
  | N
  | O
  | P
@@ -250,6 +252,14 @@ 
    I
    
   
 
 
+
    M
    
+
+  
+
    
+
 
    N
    
 
    
   
 
    All the rest
    
@@ -216,6 +217,8 @@ 
    Modulesspecies module
 
    The species module: including name search, lookup, suggest, usage, and backbone search.
    
+
    maps module
    
+
    The maps module: including map.
    
 
    utils module
    
 
    The utils module: including wkt_rewind.
    
 
@@ -265,7 +268,7 @@ 
    Indices and tables
     
    
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
    
   
diff --git a/docs/_build/html/intro/install.html b/docs/_build/html/intro/install.html
index b071e90..dccef46 100644
--- a/docs/_build/html/intro/install.html
+++ b/docs/_build/html/intro/install.html
@@ -100,6 +100,8 @@
 
  95. occurrence module
    96. 
 
  96. registry module
    97. 
 
  97. species module
    98. 
+
  98. maps module
    99. 
+
  99. utils module
    100. 
 
 
    All the rest
    
 
 
    All the rest
    
 
      
@@ -194,7 +196,7 @@
 
   
      
     
      
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
      
   
      
diff --git a/docs/_build/html/modules/intro.html b/docs/_build/html/modules/intro.html
index 1c716ba..beb9b31 100644
--- a/docs/_build/html/modules/intro.html
+++ b/docs/_build/html/modules/intro.html
@@ -97,6 +97,8 @@
 
    • occurrence module
      • 
 
    • registry module
      • 
 
    • species module
      • 
+
    • maps module
      • 
+
    • utils module
      • 
 
    
 
    All the rest
    
 
      
@@ -201,7 +203,7 @@
 
   
      
     
      
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
      
   
      
diff --git a/docs/_build/html/modules/maps.html b/docs/_build/html/modules/maps.html
new file mode 100644
index 0000000..447aa61
--- /dev/null
+++ b/docs/_build/html/modules/maps.html
@@ -0,0 +1,400 @@
+
+
+
+
+  
+
+  
+  
+  
+  
+  maps module — pygbif 0.2.2.3 documentation
+  
+
+  
+  
+  
+  
+
+  
+
+  
+  
+    
+
+  
+
+  
+  
+    
+    
+    
+     
+
+  
+  
+
+
+
+
+
+   
+  
      
+
+    
+    
+
+    
      
+
+      
+      
+
+
+      
      
+        
+        
      
+        
+          
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
      
+
+  
+
+  
+  
      
+
      
+          
      
+           
      
+            
+  
      
+
      maps module
      
+
      maps module API:
      
+
        
+
      • map
        • 
+
      
+
      Example usage:
      
+
      from pygbif import maps
+maps.map(taxonKey = 2435098)
+
      
+
      
+
      
+
      maps API
      
+
      
+
      
+maps.map(z=0, x=0, y=0, format='@1x.png', srs='EPSG:4326', bin=None, hexPerTile=None, style='classic.point', taxonKey=None, country=None, publishingCountry=None, publisher=None, datasetKey=None, year=None, basisOfRecord=None, **kwargs)
      
+
      GBIF maps API
      
+
+++
+
+
+
+
      


      Parameters:
        
+
      • source – [str] Either density for fast, precalculated tiles,
+or adhoc for any search
        • 
+
      • z – [str] zoom level
        • 
+
      • x – [str] longitude
        • 
+
      • y – [str] latitude
        • 
+
      • format – [str] format of returned data. One of:
        • 
+
      
+
      
+
        
+
      • .mvt - vector tile
        • 
+
      • @Hx.png - 256px raster tile (for legacy clients)
        • 
+
      • @1x.png - 512px raster tile, @2x.png for a 1024px raster tile
        • 
+
      • @3x.png - 2048px raster tile, @4x.png for a 4096px raster tile
        • 
+
      
+
+++
+
+
+
+
      


      Parameters:srs – [str] Spatial reference system. One of:
      
+
        
+
      • EPSG:3857 (Web Mercator)
        • 
+
      • EPSG:4326 (WGS84 plate careé)
        • 
+
      • EPSG:3575 (Arctic LAEA)
        • 
+
      • EPSG:3031 (Antarctic stereographic)
        • 
+
      
+
+++
+
+
+
+
+
+
      


      Parameters:
        
+
      • bin – [str] square or hex to aggregate occurrence counts into
+squares or hexagons. Points by default.
        • 
+
      • hexPerTile – [str] sets the size of the hexagons (the number 
+horizontally across a tile)
        • 
+
      • squareSize – [str] sets the size of the squares. Choose a factor 
+of 4096 so they tessalate correctly: probably from 8, 16, 32, 64, 
+128, 256, 512.
        • 
+
      • style – [str] for raster tiles, choose from the available styles.
+Defaults to classic.point.
        • 
+
      • taxonKey – [int] A GBIF occurrence identifier
        • 
+
      • datasetKey – [str] The occurrence dataset key (a uuid)
        • 
+
      • country – [str] The 2-letter country code (as per ISO-3166-1) of 
+the country in which the occurrence was recorded. See here
+http://en.wikipedia.org/wiki/ISO_3166-1_alpha-2
        • 
+
      • basisOfRecord – 
        
+
        [str] Basis of record, as defined in our 
        
+
        BasisOfRecord enum here 
+http://gbif.github.io/gbif-api/apidocs/org/gbif/api/vocabulary/BasisOfRecord.html
+Acceptable values are:
        
+
        
+
          
+
        • 
+
          FOSSIL_SPECIMEN An occurrence record describing a fossilized 
          
+
          specimen.
          
+
          
+
          • 
+
        • 
+
          HUMAN_OBSERVATION An occurrence record describing an observation 
          
+
          made by one or more people.
          
+
          
+
          • 
+
        • LITERATURE An occurrence record based on literature alone.
          • 
+
        • 
+
          LIVING_SPECIMEN An occurrence record describing a living 
          
+
          specimen, e.g.
          
+
          
+
          • 
+
        • 
+
          MACHINE_OBSERVATION An occurrence record describing an observation 
          
+
          made by a machine.
          
+
          
+
          • 
+
        • OBSERVATION An occurrence record describing an observation.
          • 
+
        • 
+
          PRESERVED_SPECIMEN An occurrence record describing a preserved 
          
+
          specimen.
          
+
          
+
          • 
+
        • UNKNOWN Unknown basis for the record.
          • 
+
        
+
        • 
+
      • year – [int] The 4 digit year. A year of 98 will be interpreted as 
+AD 98. Supports range queries, smaller,larger (e.g., 1990,1991, 
+whereas 1991,1990 wouldn’t work)
        • 
+
      • publishingCountry – [str] The 2-letter country code (as per 
+ISO-3166-1) of the country in which the occurrence was recorded.
        • 
+
      
+
      Returns:
      A requests library Response class, see Usage for how to process
      
+
      
+
      Usage:
      
+
      from pygbif import maps
+out = maps.map(taxonKey = 2435098)
+out.response
+out.path
+out.img
+out.plot()
+
+out = maps.map(taxonKey = 2480498, year = range(2007, 2011+1))
+out.response
+out.path
+out.img
+out.plot()
+
+# srs
+maps.map(taxonKey = 2480498, year = 2010, srs = "EPSG:3857")
+# bin
+maps.map(taxonKey = 212, year = 1998, bin = "hex",
+   hexPerTile = 30, style = "classic-noborder.poly")
+# style
+plot(maps.map(taxonKey = 2480498, style = "purpleYellow.point"))
+# map vector tile, gives back raw bytes
+# maps.map(taxonKey = 2480498, year = 2010,
+#  format = ".mvt")
+# basisOfRecord
+maps.map(taxonKey = 2480498, year = '2010', 
+  basisOfRecord = "HUMAN_OBSERVATION")
+maps.map(taxonKey = 2480498, year = '2010', 
+  basisOfRecord = ["HUMAN_OBSERVATION", "LIVING_SPECIMEN"])
+
      
+
      
+
      
+
+
      
+
      
+
+
+           
      
+           
+          
      
+          
+
+        
      
+      
      
+
+    
      
+
+  
      
+  
+
+
+  
+
+    
+      
+      
+      
+
+  
+
+  
+
+   
+
+
+
\ No newline at end of file
diff --git a/docs/_build/html/modules/occurrence.html b/docs/_build/html/modules/occurrence.html
index f9b812c..e165e07 100644
--- a/docs/_build/html/modules/occurrence.html
+++ b/docs/_build/html/modules/occurrence.html
@@ -100,6 +100,8 @@
 
 
    • registry module
      • 
 
    • species module
      • 
+
    • maps module
      • 
+
    • utils module
      • 
 
    
 
    All the rest
    
 
      
@@ -955,7 +957,7 @@
 
   
      
     
      
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
      
   
      
diff --git a/docs/_build/html/modules/registry.html b/docs/_build/html/modules/registry.html
index bd77172..6a27b87 100644
--- a/docs/_build/html/modules/registry.html
+++ b/docs/_build/html/modules/registry.html
@@ -100,6 +100,8 @@
 
    
 
 
  100. species module
    101. 
+
  101. maps module
    102. 
+
  102. utils module
    103. 
 
 
    All the rest
    
 
      
@@ -622,7 +624,7 @@
 
   
      
     
      
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
      
   
      
diff --git a/docs/_build/html/modules/species.html b/docs/_build/html/modules/species.html
index eb37b5d..f8dbda1 100644
--- a/docs/_build/html/modules/species.html
+++ b/docs/_build/html/modules/species.html
@@ -28,7 +28,7 @@
   
     
     
-    
+    
      
 
   
@@ -100,6 +100,8 @@
 
    • species API
      • 
 
    
 
+
  103. maps module
    104. 
+
  104. utils module
    105. 
 
 
    All the rest
    
 
      
@@ -538,7 +540,7 @@
   
     
    
 
    Modules
    
-
      
+
 
      All the rest
      
 
        
@@ -221,12 +228,21 @@
           
           
        
   
+    
+  
 
   
        
 
   
        
     
        
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
        
   
        
diff --git a/docs/_build/html/objects.inv b/docs/_build/html/objects.inv
index 896150aed0ab70ed6a3fb0cd9108b0c78956ca4e..c8629ba74e2b53bd8881eaa528d7fac452b5d09d 100644
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zVHaXe(@gok%sUZ2c@nI*dHGM?|I;m#B6MLoVYXee&LvYN9Tmx3ama46v>lvInrx+{
Koccurrence module
 
      • registry module
        • 
 
      • species module
        • 
+
      • maps module
        • 
 
      • utils module
        • 
 
      
 
      All the rest
      
@@ -185,7 +186,7 @@ 
      Python Module Index
      
      
    
        
        
-       pygbif
+       pygbif
        
    
    
    
 
@@ -200,7 +201,7 @@ 
    Python Module Index
    
 
   
    
     
    
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
    
   
    
diff --git a/docs/_build/html/search.html b/docs/_build/html/search.html
index 87a99a6..b331763 100644
--- a/docs/_build/html/search.html
+++ b/docs/_build/html/search.html
@@ -95,6 +95,7 @@
 
  105. occurrence module
    106. 
 
  106. registry module
    107. 
 
  107. species module
    108. 
+
  108. maps module
    109. 
 
  109. utils module
    110. 
 
 
    All the rest
    
@@ -190,7 +191,7 @@
 
   
    
     
    
-        © Copyright 2016, Scott Chamberlain.
+        © Copyright 2019, Scott Chamberlain.
 
     
    
   
    
diff --git a/docs/_build/html/searchindex.js b/docs/_build/html/searchindex.js
index c0e4116..26a5542 100644
--- a/docs/_build/html/searchindex.js
+++ b/docs/_build/html/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["changelog_link","conduct","contributing","contributors","docs/faq","docs/usecases","index","intro/install","license","modules/intro","modules/occurrence","modules/registry","modules/species","modules/utils"],envversion:{"sphinx.domains.c":1,"sphinx.domains.cpp":1,"sphinx.domains.javascript":1,"sphinx.domains.math":1,"sphinx.domains.python":1,"sphinx.domains.rst":1,"sphinx.domains.std":1,"sphinx.ext.intersphinx":1,"sphinx.ext.viewcode":1,sphinx:54},filenames:["changelog_link.rst","conduct.rst","contributing.rst","contributors.rst","docs/faq.rst","docs/usecases.rst","index.rst","intro/install.rst","license.rst","modules/intro.rst","modules/occurrence.rst","modules/registry.rst","modules/species.rst","modules/utils.rst"],objects:{"":{pygbif:[13,0,0,"-"]},"pygbif.occurrences":{count:[10,1,1,""],count_basisofrecord:[10,1,1,""],count_countries:[10,1,1,""],count_datasets:[10,1,1,""],count_publishingcountries:[10,1,1,""],count_schema:[10,1,1,""],count_year:[10,1,1,""],download:[10,1,1,""],download_get:[10,1,1,""],download_list:[10,1,1,""],download_meta:[10,1,1,""],get:[10,1,1,""],get_fragment:[10,1,1,""],get_verbatim:[10,1,1,""],search:[10,1,1,""]},"pygbif.registry":{dataset_metrics:[11,1,1,""],dataset_search:[11,1,1,""],dataset_suggest:[11,1,1,""],datasets:[11,1,1,""],installations:[11,1,1,""],networks:[11,1,1,""],nodes:[11,1,1,""],organizations:[11,1,1,""]},"pygbif.species":{name_backbone:[12,1,1,""],name_lookup:[12,1,1,""],name_parser:[12,1,1,""],name_suggest:[12,1,1,""],name_usage:[12,1,1,""]},"pygbif.utils":{wkt_rewind:[13,1,1,""]}},objnames:{"0":["py","module","Python 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\ No newline at end of file
diff --git a/docs/conf.py b/docs/conf.py
index 3a2cc5f..49a9531 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -53,7 +53,7 @@
 
 # General information about the project.
 project = u'pygbif'
-copyright = u'2016, Scott Chamberlain'
+copyright = u'2019, Scott Chamberlain'
 author = u'Scott Chamberlain'
 
 # The version info for the project you're documenting, acts as replacement for
diff --git a/docs/index.rst b/docs/index.rst
index a2b2db8..93ceb2c 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -62,6 +62,7 @@ Modules
    modules/occurrence
    modules/registry
    modules/species
+   modules/maps
    modules/utils
 
 :doc:`modules/intro`
@@ -76,6 +77,9 @@ Modules
 :doc:`modules/species`
     The species module: including name search, lookup, suggest, usage, and backbone search.
 
+:doc:`modules/maps`
+    The maps module: including map.
+
 :doc:`modules/utils`
     The utils module: including wkt_rewind.
 
diff --git a/docs/modules/maps.rst b/docs/modules/maps.rst
new file mode 100644
index 0000000..e2b1349
--- /dev/null
+++ b/docs/modules/maps.rst
@@ -0,0 +1,24 @@
+.. _maps-modules:
+
+===========
+maps module
+===========
+
+maps module API:
+
+* `map`
+
+Example usage:
+
+.. code-block:: python
+
+    from pygbif import maps
+    maps.map(taxonKey = 2435098)
+
+
+maps API
+========
+
+.. py:module:: pygbif
+
+.. automethod:: maps.map
diff --git a/pygbif/__init__.py b/pygbif/__init__.py
index 77d855d..720b29f 100644
--- a/pygbif/__init__.py
+++ b/pygbif/__init__.py
@@ -44,5 +44,6 @@
 from .occurrences import search, get, count, download
 from .species import name_parser, name_suggest, name_backbone, name_lookup, name_usage
 from .registry import datasets, nodes, networks, organizations, installations
+from .maps import map, GbifMap
 from .gbifissues import occ_issues_lookup
 from .utils import *
diff --git a/pygbif/gbifutils.py b/pygbif/gbifutils.py
index 1897509..f4c70ff 100644
--- a/pygbif/gbifutils.py
+++ b/pygbif/gbifutils.py
@@ -20,6 +20,12 @@ def gbif_GET(url, args, **kwargs):
   stopifnot(out.headers['content-type'])
   return out.json()
 
+def gbif_GET_map(url, args, ctype, **kwargs):
+  out = requests.get(url, params=args, headers=make_ua(), **kwargs)
+  out.raise_for_status()
+  stopifnot(out.headers['content-type'], ctype)
+  return out
+
 def gbif_GET_write(url, path, **kwargs):
   out = requests.get(url, headers=make_ua(), stream=True, **kwargs)
   out.raise_for_status()
@@ -40,9 +46,9 @@ def gbif_POST(url, body, **kwargs):
   stopifnot(out.headers['content-type'])
   return out.json()
 
-def stopifnot(x):
-  if x != 'application/json':
-    raise NoResultException("content-type did not = application/json")
+def stopifnot(x, ctype = 'application/json'):
+  if x != ctype:
+    raise NoResultException("content-type did not equal " + ctype)
 
 def stop(x):
   raise ValueError(x)
diff --git a/pygbif/maps/__init__.py b/pygbif/maps/__init__.py
index 3904dc1..83947e3 100644
--- a/pygbif/maps/__init__.py
+++ b/pygbif/maps/__init__.py
@@ -1,3 +1,3 @@
 # -*- coding: utf-8 -*-
 
-from .map import map
+from .map import map, GbifMap
diff --git a/pygbif/maps/map.py b/pygbif/maps/map.py
index ec4af3a..a8873b6 100644
--- a/pygbif/maps/map.py
+++ b/pygbif/maps/map.py
@@ -1,8 +1,13 @@
 from ..gbifutils import *
+import os
+import hashlib
+import matplotlib.pyplot as plt
+import matplotlib.image as mpimg
+from appdirs import user_cache_dir
 
-def map(source, z, x, y, format, srs=None, bin=None, hexPerTile=None,
-    style=None, taxonKey=None, country=None,
-    publishingCountry=None, publisher=None,
+def map(source = 'density', z = 0, x = 0, y = 0, format = '@1x.png', 
+    srs='EPSG:4326', bin=None, hexPerTile=None, style='classic.point', 
+    taxonKey=None, country=None,  publishingCountry=None, publisher=None,
     datasetKey=None, year=None, basisOfRecord=None, **kwargs):
     '''
     GBIF maps API
@@ -28,56 +33,185 @@ def map(source, z, x, y, format, srs=None, bin=None, hexPerTile=None,
 
     :param bin: [str] square or hex to aggregate occurrence counts into
         squares or hexagons. Points by default.
-    :param hexPerTile: [str] sets the size of the hexagons (the number horizontally
-        across a tile)
-    :param squareSize: [str] sets the size of the squares. Choose a factor of 4096
-        so they tessalate correctly: probably from 8, 16, 32, 64, 128, 256, 512.
+    :param hexPerTile: [str] sets the size of the hexagons (the number 
+        horizontally across a tile)
+    :param squareSize: [str] sets the size of the squares. Choose a factor 
+        of 4096 so they tessalate correctly: probably from 8, 16, 32, 64, 
+        128, 256, 512.
     :param style: [str] for raster tiles, choose from the available styles.
         Defaults to classic.point.
     :param taxonKey: [int] A GBIF occurrence identifier
     :param datasetKey: [str] The occurrence dataset key (a uuid)
-    :param country: [str] The 2-letter country code (as per ISO-3166-1) of the country
-        in which the occurrence was recorded. See here
+    :param country: [str] The 2-letter country code (as per ISO-3166-1) of 
+        the country in which the occurrence was recorded. See here
         http://en.wikipedia.org/wiki/ISO_3166-1_alpha-2
-    :param basisOfRecord: [str] Basis of record, as defined in our BasisOfRecord
-        enum here http://gbif.github.io/gbif-api/apidocs/org/gbif/api/vocabulary/BasisOfRecord.html
+    :param basisOfRecord: [str] Basis of record, as defined in our 
+        BasisOfRecord enum here 
+        http://gbif.github.io/gbif-api/apidocs/org/gbif/api/vocabulary/BasisOfRecord.html
         Acceptable values are:
 
-     - ``FOSSIL_SPECIMEN`` An occurrence record describing a fossilized specimen.
-     - ``HUMAN_OBSERVATION`` An occurrence record describing an observation made by
-     one or more people.
+     - ``FOSSIL_SPECIMEN`` An occurrence record describing a fossilized 
+        specimen.
+     - ``HUMAN_OBSERVATION`` An occurrence record describing an observation 
+        made by one or more people.
      - ``LITERATURE`` An occurrence record based on literature alone.
-     - ``LIVING_SPECIMEN`` An occurrence record describing a living specimen, e.g.
-     - ``MACHINE_OBSERVATION`` An occurrence record describing an observation made
-     by a machine.
+     - ``LIVING_SPECIMEN`` An occurrence record describing a living 
+        specimen, e.g.
+     - ``MACHINE_OBSERVATION`` An occurrence record describing an observation 
+        made by a machine.
      - ``OBSERVATION`` An occurrence record describing an observation.
-     - ``PRESERVED_SPECIMEN`` An occurrence record describing a preserved specimen.
+     - ``PRESERVED_SPECIMEN`` An occurrence record describing a preserved 
+        specimen.
      - ``UNKNOWN`` Unknown basis for the record.
 
-    :param year: [int] The 4 digit year. A year of 98 will be interpreted as AD 98.
-        Supports range queries, smaller,larger (e.g., ``1990,1991``, whereas
-        ``1991,1990`` wouldn't work)
-    :param publishingCountry: [str] The 2-letter country code (as per ISO-3166-1) of the
-       country in which the occurrence was recorded.
+    :param year: [int] The 4 digit year. A year of 98 will be interpreted as 
+        AD 98. Supports range queries, smaller,larger (e.g., ``1990,1991``, 
+        whereas ``1991,1990`` wouldn't work)
+    :param publishingCountry: [str] The 2-letter country code (as per 
+        ISO-3166-1) of the country in which the occurrence was recorded.
 
-    :return: A dictionary
+    :return: A requests library Response class, see Usage for how to process
 
     Usage::
 
         from pygbif import maps
-        maps.map(taxonKey = 2435098)
+        out = maps.map(taxonKey = 2435098)
+        out.response
+        out.path
+        out.img
+        out.plot()
+
+        out = maps.map(taxonKey = 2480498, year = range(2007, 2011+1))
+        out.response
+        out.path
+        out.img
+        out.plot()
+        
+        # srs
+        maps.map(taxonKey = 2480498, year = 2010, srs = "EPSG:3857")
+        # bin
+        maps.map(taxonKey = 212, year = 1998, bin = "hex",
+           hexPerTile = 30, style = "classic-noborder.poly")
+        # style
+        plot(maps.map(taxonKey = 2480498, style = "purpleYellow.point"))
+        # map vector tile, gives back raw bytes
+        # maps.map(taxonKey = 2480498, year = 2010,
+        #  format = ".mvt")
+        # basisOfRecord
+        maps.map(taxonKey = 2480498, year = '2010', 
+          basisOfRecord = "HUMAN_OBSERVATION")
+        maps.map(taxonKey = 2480498, year = '2010', 
+          basisOfRecord = ["HUMAN_OBSERVATION", "LIVING_SPECIMEN"])
     '''
-    url = maps_baseurl + 'maps/occurrence/%s/%s/%s/%s.%s'
+    maps_baseurl = 'https://api.gbif.org'
+    url = maps_baseurl + '/v2/map/occurrence/%s/%s/%s/%s%s'
     url = url % ( source, z, x, y, format )
+    year = __handle_year(year)
+    basisOfRecord = __handle_bor(basisOfRecord)
     args = {'srs': srs, 'bin': bin, 'hexPerTile': hexPerTile, 'style': style,
         'taxonKey': taxonKey, 'country': country,
         'publishingCountry': publishingCountry, 'publisher': publisher,
         'datasetKey': datasetKey, 'year': year,
         'basisOfRecord': basisOfRecord}
-    gbif_kwargs = {key: kwargs[key] for key in kwargs if key not in requests_argset}
-    if gbif_kwargs is not None:
-        xx = dict(zip( [ re.sub('_', '.', x) for x in gbif_kwargs.keys() ], gbif_kwargs.values() ))
+    kw = {key: kwargs[key] for key in kwargs if key not in requests_argset}
+    if kw is not None:
+        xx = dict(zip( [ re.sub('_', '.', x) for x in kw.keys() ], kw.values() ))
         args.update(xx)
     kwargs = {key: kwargs[key] for key in kwargs if key in requests_argset}
-    out = gbif_GET(url, args, **kwargs)
-    return out
+    out = gbif_GET_map(url, args, 'image/png', **kwargs)
+    return GbifMap(out)
+
+class GbifMap(object):
+    '''
+    GbifMap response class
+
+    contains:
+    
+    - response
+    - path
+    - img
+    - plot()
+    '''
+    def __init__(self, x):
+        super(GbifMap, self).__init__()
+        self.response = x
+        self.path = self.__make_path()
+        self.__write_file()
+        self.img = self.__prep_plot()
+        
+    def __write_file(self):
+        fh = open(self.path, "wb")
+        fh.write(self.response.content)
+        fh.close()
+
+    def __prep_plot(self):
+        img = mpimg.imread(self.path)
+        return plt.imshow(img)
+
+    def __make_path(self):
+      uu = hashlib.sha256(self.response.content).hexdigest()
+      base_path = user_cache_dir('python/pygbif')
+      if not os.path.exists(base_path):
+        os.makedirs(base_path)
+      path = base_path + '/' + uu + '.png'
+      return path
+
+    def plot(self):
+        plt.show(self.img)
+
+def __handle_year(year):
+    if year is not None:
+        if isinstance(year, int):
+            year = [year]
+        if isinstance(year, range):
+            year = list(year)
+        bools = [ w in range(0, 2200) for w in year ]
+        if not all(bools):
+            raise ValueError("one or more 'year' values not in acceptable set")
+        if len(year) > 1:
+            year = ','.join([str(min(year)), str(max(year))])
+        else:
+            year = str(year[0])
+        return year
+    
+def __handle_bor(basisOfRecord):
+    if basisOfRecord is not None:
+        bools = [ w in basis_of_record_values for w in basisOfRecord ]
+        if not all(bools):
+            raise ValueError("one or more 'basisOfRecord' values not in acceptable set")
+
+
+map_styles = [
+  'purpleHeat.point',
+  'blueHeat.point',
+  'orangeHeat.point',
+  'greenHeat.point',
+  'classic.point',
+  'purpleYellow.point',
+  'fire.point',
+  'glacier.point',
+  'classic.poly',
+  'classic-noborder.poly',
+  'purpleYellow.poly',
+  'purpleYellow-noborder.poly',
+  'green.poly',
+  'green2.poly',
+  'iNaturalist.poly',
+  'purpleWhite.poly',
+  'red.poly',
+  'blue.marker',
+  'orange.marker',
+  'outline.poly'
+]
+
+basis_of_record_values = [
+  'OBSERVATION',
+  'HUMAN_OBSERVATION',
+  'MACHINE_OBSERVATION',
+  'MATERIAL_SAMPLE',
+  'PRESERVED_SPECIMEN',
+  'FOSSIL_SPECIMEN',
+  'LIVING_SPECIMEN',
+  'LITERATURE',
+  'UNKNOWN'
+]
diff --git a/setup.py b/setup.py
index 03cc902..fb30a82 100644
--- a/setup.py
+++ b/setup.py
@@ -29,7 +29,13 @@
   url              = 'http://github.com/sckott/pygbif',
   license          = "MIT",
   packages         = find_packages(exclude=['test-*']),
-  install_requires = ['requests>2.7', 'geojson_rewind', 'geomet'],
+  install_requires = [
+    'requests>2.7', 
+    'geojson_rewind', 
+    'geomet',
+    'appdirs>=1.4.3',
+    'matplotlib'
+  ],
   classifiers      = [
     'Development Status :: 4 - Beta',
     'Intended Audience :: Science/Research',
diff --git a/test/test-maps-map.py b/test/test-maps-map.py
new file mode 100644
index 0000000..72be23b
--- /dev/null
+++ b/test/test-maps-map.py
@@ -0,0 +1,34 @@
+"""Tests for maps module - map methods"""
+from nose.tools import *
+import unittest
+import os
+import vcr
+import requests
+import matplotlib
+import pygbif
+# from pygbif import maps
+
+class TestMapsClass(unittest.TestCase):
+    
+    @vcr.use_cassette('test/vcr_cassettes/test_map.yaml')
+    def test_map(self):
+        "maps.map - basic test"
+        res = pygbif.maps.map(taxonKey = 2435098)
+        self.assertIsInstance(res, pygbif.maps.GbifMap)
+        self.assertIsInstance(res.response, requests.Response)
+        self.assertIsInstance(res.path, str)
+        self.assertIsInstance(res.img, matplotlib.image.AxesImage)
+
+    def test_map_year_range(self):
+        "maps.map - year range"
+        res = pygbif.maps.map(taxonKey = 2435098, year = range(2007, 2011+1))
+        self.assertIsInstance(res, pygbif.maps.GbifMap)
+        self.assertRegex(res.response.request.path_url, "2007%2C2011")
+        # self.assertIsInstance(res.path, str)
+        # self.assertIsInstance(res.img, matplotlib.image.AxesImage)
+
+    @raises(ValueError)
+    def test_maps_fails_well(self):
+        "maps.map - fails well"
+        pygbif.maps.map(year = 2300)
+
diff --git a/test/vcr_cassettes/test_map.yaml b/test/vcr_cassettes/test_map.yaml
new file mode 100644
index 0000000..853143c
--- /dev/null
+++ b/test/vcr_cassettes/test_map.yaml
@@ -0,0 +1,88 @@
+interactions:
+- request:
+    body: null
+    headers:
+      Accept: ['*/*']
+      Accept-Encoding: ['gzip, deflate']
+      Connection: [keep-alive]
+      user-agent: ['python-requests/2.21.0,pygbif/0.2.2.3']
+    method: GET
+    uri: https://api.gbif.org/v2/map/occurrence/density/0/0/0@1x.png?srs=EPSG%3A4326&style=classic.point&taxonKey=2435098
+  response:
+    body:
+      string: !!binary |
+        iVBORw0KGgoAAAANSUhEUgAAAgAAAAIACAYAAAD0eNT6AAANUElEQVR4nO3dC3KcOBQF0Ox/BdlT
+        L8ozdlU7GAshgYR+51RNxXG3QU2mfB/68ecPAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
+        AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
+        AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA
+        AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAHz4+/ny0bgMA0JiC
+        AAAAAAAAAADohXkMAMA3hQEAAAAAAAAA1PM5Lp8zNm8cHwAW9PFSAADAVNzdA8AE3oF+FuyCHwAA
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+      Age: ['0']
+      Cache-Control: ['public, max-age=1200']
+      Connection: [keep-alive]
+      Content-Type: [image/png]
+      Date: ['Sun, 06 Jan 2019 01:51:16 GMT']
+      ETag: ['W/"2019-01-06T00:00Z--gzip"']
+      Via: [1.1 varnish (Varnish/5.2)]
+      X-API-URL: ['/v2/map/occurrence/density/0/0/0@1x.png?srs=EPSG%3A4326&style=classic.point&taxonKey=2435098']
+      X-Varnish: ['681970126']
+    status: {code: 200, message: OK}
+version: 1

From 9336a5f8ef00ce9e78e50eac5f5b8f2ae77e0ae9 Mon Sep 17 00:00:00 2001
From: Scott Chamberlain 
Date: Fri, 25 Jan 2019 10:34:08 -0800
Subject: [PATCH 3/4] relabel registry nodes test labels

---
 test/test-registry-nodes.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/test/test-registry-nodes.py b/test/test-registry-nodes.py
index 812b8be..15c2223 100644
--- a/test/test-registry-nodes.py
+++ b/test/test-registry-nodes.py
@@ -5,7 +5,7 @@
 
 @vcr.use_cassette('test/vcr_cassettes/test_nodes.yaml')
 def test_nodes():
-    "Basic test of registry.nodes"
+    "registry.nodes - basic test"
     res = registry.nodes()
     assert dict == res.__class__
     assert 2 == len(res)
@@ -14,14 +14,14 @@ def test_nodes():
 
 @vcr.use_cassette('test/vcr_cassettes/test_nodes_limit.yaml')
 def test_nodes_limit():
-    "limit param in registry.nodes"
+    "registry.nodes - limit param"
     res = registry.nodes(limit=5)
     assert dict == res.__class__
     assert 5 == len(res['data'])
 
 @vcr.use_cassette('test/vcr_cassettes/test_nodes_return.yaml')
 def test_nodes_return():
-    "data param in registry.nodes"
+    "registry.nodes - data param"
     res = registry.nodes(data='identifier', uuid="03e816b3-8f58-49ae-bc12-4e18b358d6d9")
     assert dict == res.__class__
     assert 2 == len(res)

From 9eba6d4660821448d5991117ed842e27db53bd68 Mon Sep 17 00:00:00 2001
From: Scott Chamberlain 
Date: Fri, 25 Jan 2019 11:45:53 -0800
Subject: [PATCH 4/4] fixes

---
 docs/_build/doctrees/environment.pickle       | Bin 1694217 -> 1696165 bytes
 docs/_build/doctrees/modules/intro.doctree    | Bin 5134 -> 4441 bytes
 docs/_build/doctrees/modules/maps.doctree     | Bin 30796 -> 29608 bytes
 .../_build/html/_modules/pygbif/maps/map.html | 115 +++++++++++-------
 .../html/_sources/modules/intro.rst.txt       |   2 +-
 docs/_build/html/modules/intro.html           |   2 +-
 docs/_build/html/modules/maps.html            | 101 ++++++---------
 docs/_build/html/objects.inv                  | Bin 870 -> 866 bytes
 docs/_build/html/py-modindex.html             |   2 +-
 docs/_build/html/searchindex.js               |   2 +-
 docs/modules/intro.rst                        |   2 +-
 pygbif/gbifutils.py                           |   6 +
 pygbif/maps/map.py                            | 115 +++++++++++-------
 test/test-maps-map.py                         |  27 +++-
 14 files changed, 219 insertions(+), 155 deletions(-)

diff --git a/docs/_build/doctrees/environment.pickle b/docs/_build/doctrees/environment.pickle
index d16d03318db36a5cbf4706d10c5c8e7e73390bf8..33ce95d2df94e01ef371c9153e546411b157600e 100644
GIT binary patch
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z2~_Yd@M6$N9Ws8pJiXU%4{f_MOJLLp)m#I{ktsp{v^fTtj8p(`d)!5yb7?Wk=t8yC
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zQ1dHPK41-x1Zqn4Ze#z0*}cX}oph;ZI_(s&OT4Bh{wpfv<1kSXM|Q4vjj!lt-&}f7;+%Q#9CTn#oXqjX<+ILKV?vJ|+
         :param y: [str] latitude
     :param format: [str] format of returned data. One of:
 
-    - ``.mvt`` - vector tile
-    - ``@Hx.png`` - 256px raster tile (for legacy clients)
-    - ``@1x.png`` - 512px raster tile, @2x.png for a 1024px raster tile
-    - ``@3x.png`` - 2048px raster tile, @4x.png for a 4096px raster tile
+      - ``.mvt`` - vector tile
+      - ``@Hx.png`` - 256px raster tile (for legacy clients)
+      - ``@1x.png`` - 512px raster tile, @2x.png for a 1024px raster tile
+      - ``@2x.png`` - 1024px raster tile
+      - ``@3x.png`` - 2048px raster tile
+      - ``@4x.png`` - 4096px raster tile
 
     :param srs: [str] Spatial reference system. One of:
 
-    - ``EPSG:3857`` (Web Mercator)
-    - ``EPSG:4326`` (WGS84 plate careé)
-    - ``EPSG:3575`` (Arctic LAEA)
-    - ``EPSG:3031`` (Antarctic stereographic)
+      - ``EPSG:3857`` (Web Mercator)
+      - ``EPSG:4326`` (WGS84 plate careé)
+      - ``EPSG:3575`` (Arctic LAEA)
+      - ``EPSG:3031`` (Antarctic stereographic)
 
     :param bin: [str] square or hex to aggregate occurrence counts into
         squares or hexagons. Points by default.
@@ -215,24 +217,18 @@ 
    Source code for pygbif.maps.map
         :param country: [str] The 2-letter country code (as per ISO-3166-1) of 
         the country in which the occurrence was recorded. See here
         http://en.wikipedia.org/wiki/ISO_3166-1_alpha-2
-    :param basisOfRecord: [str] Basis of record, as defined in our 
-        BasisOfRecord enum here 
+    :param basisOfRecord: [str] Basis of record, as defined in the BasisOfRecord enum 
         http://gbif.github.io/gbif-api/apidocs/org/gbif/api/vocabulary/BasisOfRecord.html
-        Acceptable values are:
-
-     - ``FOSSIL_SPECIMEN`` An occurrence record describing a fossilized 
-        specimen.
-     - ``HUMAN_OBSERVATION`` An occurrence record describing an observation 
-        made by one or more people.
-     - ``LITERATURE`` An occurrence record based on literature alone.
-     - ``LIVING_SPECIMEN`` An occurrence record describing a living 
-        specimen, e.g.
-     - ``MACHINE_OBSERVATION`` An occurrence record describing an observation 
-        made by a machine.
-     - ``OBSERVATION`` An occurrence record describing an observation.
-     - ``PRESERVED_SPECIMEN`` An occurrence record describing a preserved 
-        specimen.
-     - ``UNKNOWN`` Unknown basis for the record.
+        Acceptable values are
+
+       - ``FOSSIL_SPECIMEN`` An occurrence record describing a fossilized specimen.
+       - ``HUMAN_OBSERVATION`` An occurrence record describing an observation made by one or more people.
+       - ``LITERATURE`` An occurrence record based on literature alone.
+       - ``LIVING_SPECIMEN`` An occurrence record describing a living specimen, e.g.
+       - ``MACHINE_OBSERVATION`` An occurrence record describing an observation made by a machine.
+       - ``OBSERVATION`` An occurrence record describing an observation.
+       - ``PRESERVED_SPECIMEN`` An occurrence record describing a preserved specimen.
+       - ``UNKNOWN`` Unknown basis for the record.
 
     :param year: [int] The 4 digit year. A year of 98 will be interpreted as 
         AD 98. Supports range queries, smaller,larger (e.g., ``1990,1991``, 
@@ -240,7 +236,10 @@ 
    Source code for pygbif.maps.map
         :param publishingCountry: [str] The 2-letter country code (as per 
         ISO-3166-1) of the country in which the occurrence was recorded.
 
-    :return: A requests library Response class, see Usage for how to process
+    :return: An object of class GbifMap
+
+    For mvt format, see https://github.com/tilezen/mapbox-vector-tile to 
+    decode, and example below
 
     Usage::
 
@@ -251,7 +250,7 @@ 
    Source code for pygbif.maps.map
             out.img
         out.plot()
 
-        out = maps.map(taxonKey = 2480498, year = range(2007, 2011+1))
+        out = maps.map(taxonKey = 2480498, year = range(2008, 2011+1))
         out.response
         out.path
         out.img
@@ -263,16 +262,38 @@ 
    Source code for pygbif.maps.map
             maps.map(taxonKey = 212, year = 1998, bin = "hex",
            hexPerTile = 30, style = "classic-noborder.poly")
         # style
-        plot(maps.map(taxonKey = 2480498, style = "purpleYellow.point"))
-        # map vector tile, gives back raw bytes
-        # maps.map(taxonKey = 2480498, year = 2010,
-        #  format = ".mvt")
+        maps.map(taxonKey = 2480498, style = "purpleYellow.point").plot()
         # basisOfRecord
-        maps.map(taxonKey = 2480498, year = '2010', 
-          basisOfRecord = "HUMAN_OBSERVATION")
-        maps.map(taxonKey = 2480498, year = '2010', 
-          basisOfRecord = ["HUMAN_OBSERVATION", "LIVING_SPECIMEN"])
+        maps.map(taxonKey = 2480498, year = 2010,
+          basisOfRecord = "HUMAN_OBSERVATION", bin = "hex", 
+          hexPerTile = 500).plot()
+        maps.map(taxonKey = 2480498, year = 2010, 
+          basisOfRecord = ["HUMAN_OBSERVATION", "LIVING_SPECIMEN"],
+          hexPerTile = 500, bin = "hex").plot()
+
+        # map vector tiles, gives back raw bytes
+        from pygbif import maps
+        x = maps.map(taxonKey = 2480498, year = 2010,
+          format = ".mvt")
+        x.response
+        x.path
+        x.img # None
+        import mapbox_vector_tile
+        mapbox_vector_tile.decode(x.response.content)
     '''
+    if format not in ['.mvt', '@Hx.png', '@1x.png', '@2x.png', '@3x.png', '@4x.png']:
+      raise ValueError("'format' not in allowed set, see docs")
+    if source not in ['density', 'adhoc']:
+      raise ValueError("'source' not in allowed set, see docs")
+    if srs not in ['EPSG:3857', 'EPSG:4326', 'EPSG:3575', 'EPSG:3031']:
+      raise ValueError("'srs' not in allowed set, see docs")
+    if bin is not None:
+      if bin not in ['square', 'hex']:
+        raise ValueError("'bin' not in allowed set, see docs")
+    if style is not None:
+      if style not in map_styles:
+        raise ValueError("'style' not in allowed set, see docs")
+
     maps_baseurl = 'https://api.gbif.org'
     url = maps_baseurl + '/v2/map/occurrence/%s/%s/%s/%s%s'
     url = url % ( source, z, x, y, format )
@@ -288,7 +309,9 @@ 
    Source code for pygbif.maps.map
             xx = dict(zip( [ re.sub('_', '.', x) for x in kw.keys() ], kw.values() ))
         args.update(xx)
     kwargs = {key: kwargs[key] for key in kwargs if key in requests_argset}
-    out = gbif_GET_map(url, args, 'image/png', **kwargs)
+    ctype = 'image/png' if has(format, "png") else 'application/x-protobuf'
+    out = gbif_GET_map(url, args, ctype, **kwargs)
+    # return out
     return GbifMap(out)
 
 class GbifMap(object):
@@ -297,17 +320,20 @@ 
    Source code for pygbif.maps.map
     
     contains:
     
-    - response
-    - path
-    - img
-    - plot()
+    - response: the response from the requests library
+    - path: the path to the image
+    - img: the image data, of class matplotlib AxesImage
+    - plot(): a method to plot the image with matplotlib
     '''
     def __init__(self, x):
         super(GbifMap, self).__init__()
         self.response = x
         self.path = self.__make_path()
         self.__write_file()
-        self.img = self.__prep_plot()
+        if has(self.response.headers['Content-Type'], "png"):
+          self.img = self.__prep_plot()
+        else:
+          self.img = None
         
     def __write_file(self):
         fh = open(self.path, "wb")
@@ -323,7 +349,8 @@ 
    Source code for pygbif.maps.map
           base_path = user_cache_dir('python/pygbif')
       if not os.path.exists(base_path):
         os.makedirs(base_path)
-      path = base_path + '/' + uu + '.png'
+      file_ext = '.png' if has(self.response.headers['Content-Type'], "png") else '.mvt'
+      path = base_path + '/' + uu + file_ext
       return path
 
     def plot(self):
@@ -346,10 +373,12 @@ 
    Source code for pygbif.maps.map
         
 def __handle_bor(basisOfRecord):
     if basisOfRecord is not None:
+        if isinstance(basisOfRecord, str):
+          basisOfRecord = [basisOfRecord]
         bools = [ w in basis_of_record_values for w in basisOfRecord ]
         if not all(bools):
             raise ValueError("one or more 'basisOfRecord' values not in acceptable set")
-
+        return basisOfRecord
 
 map_styles = [
   'purpleHeat.point',
diff --git a/docs/_build/html/_sources/modules/intro.rst.txt b/docs/_build/html/_sources/modules/intro.rst.txt
index 62d7080..6b24b21 100644
--- a/docs/_build/html/_sources/modules/intro.rst.txt
+++ b/docs/_build/html/_sources/modules/intro.rst.txt
@@ -9,7 +9,7 @@ pygbif modules
 * Registry - Datasets, Nodes, Installations, Networks, Organizations
 * Species - Taxonomic names
 * Occurrences - Occurrence data, including the download API
+* Maps - Maps
 
 You can import the entire library, or each module individually as needed.
 
-Note that `GBIF maps API `_ is not included in `pygbif`.
diff --git a/docs/_build/html/modules/intro.html b/docs/_build/html/modules/intro.html
index 706f561..01e88e1 100644
--- a/docs/_build/html/modules/intro.html
+++ b/docs/_build/html/modules/intro.html
@@ -178,9 +178,9 @@
 
  110. Registry - Datasets, Nodes, Installations, Networks, Organizations
    111. 
 
  111. Species - Taxonomic names
    112. 
 
  112. Occurrences - Occurrence data, including the download API
    113. 
+
  113. Maps - Maps
    114. 
 
 
    You can import the entire library, or each module individually as needed.
    
-
    Note that GBIF maps API is not included in pygbif.
    
 
    
 
 
diff --git a/docs/_build/html/modules/maps.html b/docs/_build/html/modules/maps.html
index b5dfddf..1fafa28 100644
--- a/docs/_build/html/modules/maps.html
+++ b/docs/_build/html/modules/maps.html
@@ -195,43 +195,30 @@
 
 
 
-Parameters:
      
+Parameters:
        
 
      • source – [str] Either density for fast, precalculated tiles,
 or adhoc for any search
        • 
 
      • z – [str] zoom level
        • 
 
      • x – [str] longitude
        • 
 
      • y – [str] latitude
        • 
-
      • format – [str] format of returned data. One of:
        • 
-
      
-
-
-
-
-
        
+
      • format – 
        [str] format of returned data. One of:
        
+
          
 
        • .mvt - vector tile
          • 
 
        • @Hx.png - 256px raster tile (for legacy clients)
          • 
 
        • @1x.png - 512px raster tile, @2x.png for a 1024px raster tile
          • 
-
        • @3x.png - 2048px raster tile, @4x.png for a 4096px raster tile
          • 
+
        • @2x.png - 1024px raster tile
          • 
+
        • @3x.png - 2048px raster tile
          • 
+
        • @4x.png - 4096px raster tile
          • 
 
        
-
---
-
-
-
-
        


        Parameters:srs – [str] Spatial reference system. One of:
        
-
          
+
+
        • srs – 
          [str] Spatial reference system. One of:
          
+
            
 
          • EPSG:3857 (Web Mercator)
            • 
 
          • EPSG:4326 (WGS84 plate careé)
            • 
 
          • EPSG:3575 (Arctic LAEA)
            • 
 
          • EPSG:3031 (Antarctic stereographic)
            • 
 
          
-
---
-
-
          


          Parameters:
            
+
 
          • bin – [str] square or hex to aggregate occurrence counts into
 squares or hexagons. Points by default.
            • 
 
          • hexPerTile – [str] sets the size of the hexagons (the number 
@@ -247,39 +234,18 @@
 the country in which the occurrence was recorded. See here
 http://en.wikipedia.org/wiki/ISO_3166-1_alpha-2
            • 
 
          • basisOfRecord – 
            
-
            [str] Basis of record, as defined in our 
            
-
            BasisOfRecord enum here 
-http://gbif.github.io/gbif-api/apidocs/org/gbif/api/vocabulary/BasisOfRecord.html
-Acceptable values are:
            
+
            [str] Basis of record, as defined in the BasisOfRecord enum 
            
+
            http://gbif.github.io/gbif-api/apidocs/org/gbif/api/vocabulary/BasisOfRecord.html
+Acceptable values are
            
 
            
 
              
-
            • 
-
              FOSSIL_SPECIMEN An occurrence record describing a fossilized 
              
-
              specimen.
              
-
              
-
              • 
-
            • 
-
              HUMAN_OBSERVATION An occurrence record describing an observation 
              
-
              made by one or more people.
              
-
              
-
              • 
+
            • FOSSIL_SPECIMEN An occurrence record describing a fossilized specimen.
              • 
+
            • HUMAN_OBSERVATION An occurrence record describing an observation made by one or more people.
              • 
 
            • LITERATURE An occurrence record based on literature alone.
              • 
-
            • 
-
              LIVING_SPECIMEN An occurrence record describing a living 
              
-
              specimen, e.g.
              
-
              
-
              • 
-
            • 
-
              MACHINE_OBSERVATION An occurrence record describing an observation 
              
-
              made by a machine.
              
-
              
-
              • 
+
            • LIVING_SPECIMEN An occurrence record describing a living specimen, e.g.
              • 
+
            • MACHINE_OBSERVATION An occurrence record describing an observation made by a machine.
              • 
 
            • OBSERVATION An occurrence record describing an observation.
              • 
-
            • 
-
              PRESERVED_SPECIMEN An occurrence record describing a preserved 
              
-
              specimen.
              
-
              
-
              • 
+
            • PRESERVED_SPECIMEN An occurrence record describing a preserved specimen.
              • 
 
            • UNKNOWN Unknown basis for the record.
              • 
 
            
 
            • 
@@ -291,11 +257,13 @@
 
          
           		
 
          Returns:
          A requests library Response class, see Usage for how to process
          
+
          Returns:
          An object of class GbifMap
          
           		
 
          
           
 
          
+
          For mvt format, see https://github.com/tilezen/mapbox-vector-tile to 
+decode, and example below
          
 
          Usage:
          
 
          from pygbif import maps
 out = maps.map(taxonKey = 2435098)
@@ -304,7 +272,7 @@
 out.img
 out.plot()
 
-out = maps.map(taxonKey = 2480498, year = range(2007, 2011+1))
+out = maps.map(taxonKey = 2480498, year = range(2008, 2011+1))
 out.response
 out.path
 out.img
@@ -316,15 +284,24 @@
 maps.map(taxonKey = 212, year = 1998, bin = "hex",
    hexPerTile = 30, style = "classic-noborder.poly")
 # style
-plot(maps.map(taxonKey = 2480498, style = "purpleYellow.point"))
-# map vector tile, gives back raw bytes
-# maps.map(taxonKey = 2480498, year = 2010,
-#  format = ".mvt")
+maps.map(taxonKey = 2480498, style = "purpleYellow.point").plot()
 # basisOfRecord
-maps.map(taxonKey = 2480498, year = '2010', 
-  basisOfRecord = "HUMAN_OBSERVATION")
-maps.map(taxonKey = 2480498, year = '2010', 
-  basisOfRecord = ["HUMAN_OBSERVATION", "LIVING_SPECIMEN"])
+maps.map(taxonKey = 2480498, year = 2010,
+  basisOfRecord = "HUMAN_OBSERVATION", bin = "hex", 
+  hexPerTile = 500).plot()
+maps.map(taxonKey = 2480498, year = 2010, 
+  basisOfRecord = ["HUMAN_OBSERVATION", "LIVING_SPECIMEN"],
+  hexPerTile = 500, bin = "hex").plot()
+
+# map vector tiles, gives back raw bytes
+from pygbif import maps
+x = maps.map(taxonKey = 2480498, year = 2010,
+  format = ".mvt")
+x.response
+x.path
+x.img # None
+import mapbox_vector_tile
+mapbox_vector_tile.decode(x.response.content)
 
          
 
          
 
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GIT binary patch
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diff --git a/docs/_build/html/py-modindex.html b/docs/_build/html/py-modindex.html
index ecbbd8a..2d9d2a3 100644
--- a/docs/_build/html/py-modindex.html
+++ b/docs/_build/html/py-modindex.html
@@ -186,7 +186,7 @@ 
          Python Module Index
          
      
        
        
-                 pygbif
+       pygbif
        
    
 
diff --git a/docs/_build/html/searchindex.js b/docs/_build/html/searchindex.js
index b040588..e113555 100644
--- a/docs/_build/html/searchindex.js
+++ b/docs/_build/html/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["changelog_link","conduct","contributing","contributors","docs/faq","docs/usecases","index","intro/install","license","modules/intro","modules/maps","modules/occurrence","modules/registry","modules/species","modules/utils"],envversion:{"sphinx.domains.c":1,"sphinx.domains.cpp":1,"sphinx.domains.javascript":1,"sphinx.domains.math":1,"sphinx.domains.python":1,"sphinx.domains.rst":1,"sphinx.domains.std":1,"sphinx.ext.intersphinx":1,"sphinx.ext.viewcode":1,sphinx:54},filenames:["changelog_link.rst","conduct.rst","contributing.rst","contributors.rst","docs/faq.rst","docs/usecases.rst","index.rst","intro/install.rst","license.rst","modules/intro.rst","modules/maps.rst","modules/occurrence.rst","modules/registry.rst","modules/species.rst","modules/utils.rst"],objects:{"":{pygbif:[14,0,0,"-"]},"pygbif.maps":{map:[10,1,1,""]},"pygbif.occurrences":{count:[11,1,1,""],count_basisofrecord:[11,1,1,""],count_countries:[11,1,1,""],count_datasets:[11,1,1,""],count_publishingcountries:[11,1,1,""],count_schema:[11,1,1,""],count_year:[11,1,1,""],download:[11,1,1,""],download_get:[11,1,1,""],download_list:[11,1,1,""],download_meta:[11,1,1,""],get:[11,1,1,""],get_fragment:[11,1,1,""],get_verbatim:[11,1,1,""],search:[11,1,1,""]},"pygbif.registry":{dataset_metrics:[12,1,1,""],dataset_search:[12,1,1,""],dataset_suggest:[12,1,1,""],datasets:[12,1,1,""],installations:[12,1,1,""],networks:[12,1,1,""],nodes:[12,1,1,""],organizations:[12,1,1,""]},"pygbif.species":{name_backbone:[13,1,1,""],name_lookup:[13,1,1,""],name_parser:[13,1,1,""],name_suggest:[13,1,1,""],name_usage:[13,1,1,""]},"pygbif.utils":{wkt_rewind:[14,1,1,""]}},objnames:{"0":["py","module","Python module"],"1":["py","method","Python 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Code of Conduct","Contributing","Contributors","Frequently Asked Questions","Usecases","pygbif 0.2.2.4 documentation","Installation guide","LICENSE","pygbif modules","maps module","occurrence module","registry module","species module","utils module"],titleterms:{"case":5,Use:5,all:6,api:[10,11,12,13,14],ask:4,bug:2,changelog:0,client:4,code:1,conduct:1,contribut:2,contributor:[1,3],data:5,doc:6,document:6,featur:2,frequent:4,gbif:4,get:[5,6],guid:7,help:6,indic:6,instal:[6,7],licens:8,map:10,modul:[6,9,10,11,12,13,14],name:5,occurr:[5,11],other:4,out:4,pull:2,pygbif:[6,7,9],question:4,registri:12,report:2,request:2,rest:6,set:5,speci:13,tabl:6,taxonom:5,test:2,usecas:5,util:14,what:4,write:2}})
\ No newline at end of file
diff --git a/docs/modules/intro.rst b/docs/modules/intro.rst
index 62d7080..6b24b21 100644
--- a/docs/modules/intro.rst
+++ b/docs/modules/intro.rst
@@ -9,7 +9,7 @@ pygbif modules
 * Registry - Datasets, Nodes, Installations, Networks, Organizations
 * Species - Taxonomic names
 * Occurrences - Occurrence data, including the download API
+* Maps - Maps
 
 You can import the entire library, or each module individually as needed.
 
-Note that `GBIF maps API `_ is not included in `pygbif`.
diff --git a/pygbif/gbifutils.py b/pygbif/gbifutils.py
index f4c70ff..3032e23 100644
--- a/pygbif/gbifutils.py
+++ b/pygbif/gbifutils.py
@@ -1,4 +1,5 @@
 import requests
+import re
 import pygbif
 
 class NoResultException(Exception):
@@ -114,3 +115,8 @@ def has_meta(x):
   else:
     tmp = [y in x.keys() for y in ['offset','limit','endOfRecords']]
     return True in tmp
+
+def has(str, pattern):
+  w = re.search(pattern, str)
+  return w is not None
+
diff --git a/pygbif/maps/map.py b/pygbif/maps/map.py
index a8873b6..de3d369 100644
--- a/pygbif/maps/map.py
+++ b/pygbif/maps/map.py
@@ -19,17 +19,19 @@ def map(source = 'density', z = 0, x = 0, y = 0, format = '@1x.png',
     :param y: [str] latitude
     :param format: [str] format of returned data. One of:
 
-    - ``.mvt`` - vector tile
-    - ``@Hx.png`` - 256px raster tile (for legacy clients)
-    - ``@1x.png`` - 512px raster tile, @2x.png for a 1024px raster tile
-    - ``@3x.png`` - 2048px raster tile, @4x.png for a 4096px raster tile
+      - ``.mvt`` - vector tile
+      - ``@Hx.png`` - 256px raster tile (for legacy clients)
+      - ``@1x.png`` - 512px raster tile, @2x.png for a 1024px raster tile
+      - ``@2x.png`` - 1024px raster tile
+      - ``@3x.png`` - 2048px raster tile
+      - ``@4x.png`` - 4096px raster tile
 
     :param srs: [str] Spatial reference system. One of:
 
-    - ``EPSG:3857`` (Web Mercator)
-    - ``EPSG:4326`` (WGS84 plate careé)
-    - ``EPSG:3575`` (Arctic LAEA)
-    - ``EPSG:3031`` (Antarctic stereographic)
+      - ``EPSG:3857`` (Web Mercator)
+      - ``EPSG:4326`` (WGS84 plate careé)
+      - ``EPSG:3575`` (Arctic LAEA)
+      - ``EPSG:3031`` (Antarctic stereographic)
 
     :param bin: [str] square or hex to aggregate occurrence counts into
         squares or hexagons. Points by default.
@@ -45,24 +47,18 @@ def map(source = 'density', z = 0, x = 0, y = 0, format = '@1x.png',
     :param country: [str] The 2-letter country code (as per ISO-3166-1) of 
         the country in which the occurrence was recorded. See here
         http://en.wikipedia.org/wiki/ISO_3166-1_alpha-2
-    :param basisOfRecord: [str] Basis of record, as defined in our 
-        BasisOfRecord enum here 
+    :param basisOfRecord: [str] Basis of record, as defined in the BasisOfRecord enum 
         http://gbif.github.io/gbif-api/apidocs/org/gbif/api/vocabulary/BasisOfRecord.html
-        Acceptable values are:
-
-     - ``FOSSIL_SPECIMEN`` An occurrence record describing a fossilized 
-        specimen.
-     - ``HUMAN_OBSERVATION`` An occurrence record describing an observation 
-        made by one or more people.
-     - ``LITERATURE`` An occurrence record based on literature alone.
-     - ``LIVING_SPECIMEN`` An occurrence record describing a living 
-        specimen, e.g.
-     - ``MACHINE_OBSERVATION`` An occurrence record describing an observation 
-        made by a machine.
-     - ``OBSERVATION`` An occurrence record describing an observation.
-     - ``PRESERVED_SPECIMEN`` An occurrence record describing a preserved 
-        specimen.
-     - ``UNKNOWN`` Unknown basis for the record.
+        Acceptable values are
+
+       - ``FOSSIL_SPECIMEN`` An occurrence record describing a fossilized specimen.
+       - ``HUMAN_OBSERVATION`` An occurrence record describing an observation made by one or more people.
+       - ``LITERATURE`` An occurrence record based on literature alone.
+       - ``LIVING_SPECIMEN`` An occurrence record describing a living specimen, e.g.
+       - ``MACHINE_OBSERVATION`` An occurrence record describing an observation made by a machine.
+       - ``OBSERVATION`` An occurrence record describing an observation.
+       - ``PRESERVED_SPECIMEN`` An occurrence record describing a preserved specimen.
+       - ``UNKNOWN`` Unknown basis for the record.
 
     :param year: [int] The 4 digit year. A year of 98 will be interpreted as 
         AD 98. Supports range queries, smaller,larger (e.g., ``1990,1991``, 
@@ -70,7 +66,10 @@ def map(source = 'density', z = 0, x = 0, y = 0, format = '@1x.png',
     :param publishingCountry: [str] The 2-letter country code (as per 
         ISO-3166-1) of the country in which the occurrence was recorded.
 
-    :return: A requests library Response class, see Usage for how to process
+    :return: An object of class GbifMap
+
+    For mvt format, see https://github.com/tilezen/mapbox-vector-tile to 
+    decode, and example below
 
     Usage::
 
@@ -81,7 +80,7 @@ def map(source = 'density', z = 0, x = 0, y = 0, format = '@1x.png',
         out.img
         out.plot()
 
-        out = maps.map(taxonKey = 2480498, year = range(2007, 2011+1))
+        out = maps.map(taxonKey = 2480498, year = range(2008, 2011+1))
         out.response
         out.path
         out.img
@@ -93,16 +92,38 @@ def map(source = 'density', z = 0, x = 0, y = 0, format = '@1x.png',
         maps.map(taxonKey = 212, year = 1998, bin = "hex",
            hexPerTile = 30, style = "classic-noborder.poly")
         # style
-        plot(maps.map(taxonKey = 2480498, style = "purpleYellow.point"))
-        # map vector tile, gives back raw bytes
-        # maps.map(taxonKey = 2480498, year = 2010,
-        #  format = ".mvt")
+        maps.map(taxonKey = 2480498, style = "purpleYellow.point").plot()
         # basisOfRecord
-        maps.map(taxonKey = 2480498, year = '2010', 
-          basisOfRecord = "HUMAN_OBSERVATION")
-        maps.map(taxonKey = 2480498, year = '2010', 
-          basisOfRecord = ["HUMAN_OBSERVATION", "LIVING_SPECIMEN"])
+        maps.map(taxonKey = 2480498, year = 2010,
+          basisOfRecord = "HUMAN_OBSERVATION", bin = "hex", 
+          hexPerTile = 500).plot()
+        maps.map(taxonKey = 2480498, year = 2010, 
+          basisOfRecord = ["HUMAN_OBSERVATION", "LIVING_SPECIMEN"],
+          hexPerTile = 500, bin = "hex").plot()
+
+        # map vector tiles, gives back raw bytes
+        from pygbif import maps
+        x = maps.map(taxonKey = 2480498, year = 2010,
+          format = ".mvt")
+        x.response
+        x.path
+        x.img # None
+        import mapbox_vector_tile
+        mapbox_vector_tile.decode(x.response.content)
     '''
+    if format not in ['.mvt', '@Hx.png', '@1x.png', '@2x.png', '@3x.png', '@4x.png']:
+      raise ValueError("'format' not in allowed set, see docs")
+    if source not in ['density', 'adhoc']:
+      raise ValueError("'source' not in allowed set, see docs")
+    if srs not in ['EPSG:3857', 'EPSG:4326', 'EPSG:3575', 'EPSG:3031']:
+      raise ValueError("'srs' not in allowed set, see docs")
+    if bin is not None:
+      if bin not in ['square', 'hex']:
+        raise ValueError("'bin' not in allowed set, see docs")
+    if style is not None:
+      if style not in map_styles:
+        raise ValueError("'style' not in allowed set, see docs")
+
     maps_baseurl = 'https://api.gbif.org'
     url = maps_baseurl + '/v2/map/occurrence/%s/%s/%s/%s%s'
     url = url % ( source, z, x, y, format )
@@ -118,7 +139,9 @@ def map(source = 'density', z = 0, x = 0, y = 0, format = '@1x.png',
         xx = dict(zip( [ re.sub('_', '.', x) for x in kw.keys() ], kw.values() ))
         args.update(xx)
     kwargs = {key: kwargs[key] for key in kwargs if key in requests_argset}
-    out = gbif_GET_map(url, args, 'image/png', **kwargs)
+    ctype = 'image/png' if has(format, "png") else 'application/x-protobuf'
+    out = gbif_GET_map(url, args, ctype, **kwargs)
+    # return out
     return GbifMap(out)
 
 class GbifMap(object):
@@ -127,17 +150,20 @@ class GbifMap(object):
 
     contains:
     
-    - response
-    - path
-    - img
-    - plot()
+    - response: the response from the requests library
+    - path: the path to the image
+    - img: the image data, of class matplotlib AxesImage
+    - plot(): a method to plot the image with matplotlib
     '''
     def __init__(self, x):
         super(GbifMap, self).__init__()
         self.response = x
         self.path = self.__make_path()
         self.__write_file()
-        self.img = self.__prep_plot()
+        if has(self.response.headers['Content-Type'], "png"):
+          self.img = self.__prep_plot()
+        else:
+          self.img = None
         
     def __write_file(self):
         fh = open(self.path, "wb")
@@ -153,7 +179,8 @@ def __make_path(self):
       base_path = user_cache_dir('python/pygbif')
       if not os.path.exists(base_path):
         os.makedirs(base_path)
-      path = base_path + '/' + uu + '.png'
+      file_ext = '.png' if has(self.response.headers['Content-Type'], "png") else '.mvt'
+      path = base_path + '/' + uu + file_ext
       return path
 
     def plot(self):
@@ -176,10 +203,12 @@ def __handle_year(year):
     
 def __handle_bor(basisOfRecord):
     if basisOfRecord is not None:
+        if isinstance(basisOfRecord, str):
+          basisOfRecord = [basisOfRecord]
         bools = [ w in basis_of_record_values for w in basisOfRecord ]
         if not all(bools):
             raise ValueError("one or more 'basisOfRecord' values not in acceptable set")
-
+        return basisOfRecord
 
 map_styles = [
   'purpleHeat.point',
diff --git a/test/test-maps-map.py b/test/test-maps-map.py
index 72be23b..e2ec35d 100644
--- a/test/test-maps-map.py
+++ b/test/test-maps-map.py
@@ -1,4 +1,4 @@
-"""Tests for maps module - map methods"""
+"""Tests for maps module - maps"""
 from nose.tools import *
 import unittest
 import os
@@ -6,7 +6,6 @@
 import requests
 import matplotlib
 import pygbif
-# from pygbif import maps
 
 class TestMapsClass(unittest.TestCase):
     
@@ -27,8 +26,32 @@ def test_map_year_range(self):
         # self.assertIsInstance(res.path, str)
         # self.assertIsInstance(res.img, matplotlib.image.AxesImage)
 
+    def test_map_basisofrecord_str_class(self):
+        "maps.map - basisofrecord"
+        res = pygbif.maps.map(taxonKey = 2480498, year = 2010,
+          basisOfRecord = "HUMAN_OBSERVATION")
+        self.assertIsInstance(res, pygbif.maps.GbifMap)
+        self.assertRegex(res.response.request.path_url, "basisOfRecord")
+        self.assertRegex(res.response.request.path_url, "HUMAN_OBSERVATION")
+
+    def test_map_basisofrecord_list_class(self):
+        "maps.map - basisofrecord"
+        res = pygbif.maps.map(taxonKey = 2480498, year = 2010,
+          basisOfRecord = ["HUMAN_OBSERVATION", "LIVING_SPECIMEN"])
+        self.assertIsInstance(res, pygbif.maps.GbifMap)
+        self.assertRegex(res.response.request.path_url, "basisOfRecord")
+        self.assertRegex(res.response.request.path_url, "HUMAN_OBSERVATION")
+        self.assertRegex(res.response.request.path_url, "LIVING_SPECIMEN")
+
     @raises(ValueError)
     def test_maps_fails_well(self):
         "maps.map - fails well"
         pygbif.maps.map(year = 2300)
+        pygbif.maps.map(year = '2010')
+        pygbif.maps.map(basisOfRecord = 'foobar')
+        pygbif.maps.map(format = 'foobar')
+        pygbif.maps.map(source = 'foobar')
+        pygbif.maps.map(srs = 'foobar')
+        pygbif.maps.map(bin = 'foobar')
+        pygbif.maps.map(style = 'foobar')
 

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zN44XU9=C6%d=Urv0(<;~JSource code for pygbif.maps.map
  114. occurrence module