Add NumericFacet & camelcase tests. Rename text_facet to compute_facets. Make FacetResponse more generic, with support for bins & baseBins.
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@ -19,10 +19,17 @@ REFINE_HOST = os.environ.get('GOOGLE_REFINE_HOST', '127.0.0.1')
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REFINE_PORT = os.environ.get('GOOGLE_REFINE_PORT', '3333')
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def to_camel(attr):
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"""convert this_attr_name to thisAttrName."""
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return re.sub(r'_(.)', lambda x: x.group(1).upper(), attr)
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# Do lower case first letter
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return (attr[0].lower() +
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re.sub(r'_(.)', lambda x: x.group(1).upper(), attr[1:]))
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def from_camel(attr):
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"""convert thisAttrName to this_attr_name."""
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# Don't add an underscore for capitalized first letter
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return re.sub(r'(?<=.)([A-Z])', lambda x: '_' + x.group(1), attr).lower()
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class Facet(object):
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def __init__(self, column, type, expression='value', **options):
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@ -35,7 +42,8 @@ class Facet(object):
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setattr(self, k, v)
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def as_dict(self):
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return dict([(to_camel(k), v) for k, v in self.__dict__.items()])
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return dict([(to_camel(k), v) for k, v in self.__dict__.items()
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if v is not None])
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def include(self, selection):
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for s in self.selection:
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@ -62,9 +70,9 @@ class TextFacet(Facet):
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invert=invert,
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**options)
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# Capitalize 'From' to get around python's reserved word.
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class NumericFacet(Facet):
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def __init__(self, column, select_blank=True, select_error=True, select_non_numeric=True, select_numeric=True, **options):
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def __init__(self, column, From=None, to=None, select_blank=True, select_error=True, select_non_numeric=True, select_numeric=True, **options):
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super(NumericFacet, self).__init__(
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column,
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type='range',
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@ -72,27 +80,32 @@ class NumericFacet(Facet):
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select_error=select_error,
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select_non_numeric=select_non_numeric,
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select_numeric=select_numeric,
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From=From,
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to=to,
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**options)
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class FacetResponse(object):
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def __init__(self, facet):
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self.name = facet['name']
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self.column = self.name
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self.expression = facet['expression']
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self.invert = facet['invert']
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for k, v in facet.items():
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if isinstance(k, bool) or isinstance(k, basestring):
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setattr(self, from_camel(k), v)
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self.choices = {}
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class FacetChoice(object):
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def __init__(self, c):
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self.count = c['c']
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self.selected = c['s']
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if 'choices' in facet:
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for choice in facet['choices']:
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self.choices[choice['v']['v']] = FacetChoice(choice)
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if 'blankChoice' in facet:
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self.blank_choice = FacetChoice(facet['blankChoice'])
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else:
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self.blank_choice = None
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if 'bins' in facet:
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self.bins = facet['bins']
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self.base_bins = facet['baseBins']
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class FacetsResponse(object):
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@ -138,6 +151,7 @@ class RefineServer(object):
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if data is None:
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data = {}
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if project_id:
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# XXX haven't figured out pattern on qs v body
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if 'delete' in command:
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data['project'] = project_id
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else:
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@ -362,7 +376,7 @@ class RefineProject:
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response_json = self.do_json('delete-project')
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return 'code' in response_json and response_json['code'] == 'ok'
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def text_facet(self, facets=None):
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def compute_facets(self, facets=None):
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if facets:
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self.engine = Engine(facets)
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response = self.do_json('compute-facets',
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@ -21,6 +21,9 @@ class FacetTest(unittest.TestCase):
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engine = Engine(facet)
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self.assertEqual(facet.selection, [])
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self.assertTrue(str(engine))
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facet = NumericFacet('column name', From=1, to=5)
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self.assertEqual(facet.to, 5)
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self.assertEqual(facet.From, 1)
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def test_serialize(self):
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engine = Engine()
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@ -28,8 +31,8 @@ class FacetTest(unittest.TestCase):
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self.assertEqual(engine_json, '{"facets": [], "mode": "row-based"}')
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facet = TextFacet(column='column')
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self.assertEqual(facet.as_dict(), {'selectError': False, 'name': 'column', 'selection': [], 'expression': 'value', 'invert': False, 'columnName': 'column', 'selectBlank': False, 'omitBlank': False, 'type': 'list', 'omitError': False})
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facet = NumericFacet(column='column')
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self.assertEqual(facet.as_dict(), {'selectBlank': True, 'name': 'column', 'selectError': True, 'expression': 'value', 'selection': [], 'selectNumeric': True, 'columnName': 'column', 'selectNonNumeric': True, 'type': 'range'})
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facet = NumericFacet(column='column', From=1, to=5)
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self.assertEqual(facet.as_dict(), {'from': 1, 'to': 5, 'selectBlank': True, 'name': 'column', 'selectError': True, 'expression': 'value', 'selection': [], 'selectNumeric': True, 'columnName': 'column', 'selectNonNumeric': True, 'type': 'range'})
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def test_add_facet(self):
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facet = TextFacet(column='Party Code')
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@ -11,11 +11,35 @@ import sys
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import os
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import unittest
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from google.refine import REFINE_HOST, REFINE_PORT
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from google.refine import TextFacet, Engine
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from google.refine import NumericFacet, TextFacet, Engine
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from google.refine import RefineServer, Refine, RefineProject
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from google.refine import to_camel, from_camel
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PATH_TO_TEST_DATA = os.path.join('google', 'test', 'data')
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class CamelTest(unittest.TestCase):
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def test_to_camel(self):
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pairs = (
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('this', 'this'),
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('this_attr', 'thisAttr'),
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('From', 'from'),
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)
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for attr, camel_attr in pairs:
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self.assertEqual(to_camel(attr), camel_attr)
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def test_from_camel(self):
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pairs = (
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('this', 'this'),
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('This', 'this'),
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('thisAttr', 'this_attr'),
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('ThisAttr', 'this_attr'),
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('From', 'from'),
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)
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for camel_attr, attr in pairs:
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self.assertEqual(from_camel(camel_attr), attr)
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class RefineTestCase(unittest.TestCase):
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project_file = None
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project = None
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@ -80,7 +104,7 @@ class TutorialTestFacets(RefineTestCase):
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def test_basic_facet(self):
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# {4}
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party_code_facet = TextFacet(column='Party Code')
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response = self.project.text_facet(party_code_facet)
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response = self.project.compute_facets(party_code_facet)
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pc = response.facets[0]
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self.assertEqual(pc.name, 'Party Code')
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self.assertEqual(pc.choices['D'].count, 3700)
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@ -91,7 +115,7 @@ class TutorialTestFacets(RefineTestCase):
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ethnicity_facet = TextFacet(column='Ethnicity')
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engine.add_facet(ethnicity_facet)
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self.project.engine = engine
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response = self.project.text_facet()
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response = self.project.compute_facets()
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e = response.facets[1]
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self.assertEqual(e.choices['B'].count, 1255)
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self.assertEqual(e.choices['W'].count, 4469)
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@ -102,7 +126,7 @@ class TutorialTestFacets(RefineTestCase):
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indexes = [r.index for r in response.rows]
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self.assertEqual(indexes, [1, 2, 3, 4, 6, 12, 18, 26, 28, 32])
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# {8}
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response = self.project.text_facet()
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response = self.project.compute_facets()
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pc = response.facets[0]
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self.assertEqual(pc.name, 'Party Code')
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self.assertEqual(pc.choices['D'].count, 1179)
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@ -110,7 +134,7 @@ class TutorialTestFacets(RefineTestCase):
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self.assertEqual(pc.blank_choice.count, 46)
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# {9}
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party_code_facet.include('R')
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response = self.project.text_facet()
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response = self.project.compute_facets()
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e = response.facets[1]
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self.assertEqual(e.choices['B'].count, 11)
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# {10}
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@ -121,8 +145,21 @@ class TutorialTestFacets(RefineTestCase):
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# {11}
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office_title_facet = TextFacet('Office Title')
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self.project.engine.add_facet(office_title_facet)
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response = self.project.text_facet()
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response = self.project.compute_facets()
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self.assertEqual(len(response.facets[2].choices), 76)
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# {12} - XXX not sure how to interpret bins & baseBins yet
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office_level_facet = NumericFacet('Office Level')
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self.project.engine.add_facet(office_level_facet)
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# {13}
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office_level_facet.From = 300 # from reserved word
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office_level_facet.to = 320
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response = self.project.get_rows()
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self.assertEqual(response.filtered, 1907)
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response = self.project.compute_facets()
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ot = response.facets[2] # Office Title
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self.assertEqual(len(ot.choices), 21)
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self.assertEqual(ot.choices['Chief of Police'].count, 2)
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self.assertEqual(ot.choices['Chief of Police '].count, 211)
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if __name__ == '__main__':
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