add find operators
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@ -2,7 +2,7 @@ import logging
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import warnings
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import threading
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from sqlalchemy.sql import and_, expression
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from sqlalchemy.sql import and_, between, expression
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from sqlalchemy.sql.expression import ClauseElement
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from sqlalchemy.schema import Column, Index
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from sqlalchemy import func, select, false
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@ -293,6 +293,24 @@ class Table(object):
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clauses.append(false())
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elif isinstance(value, (list, tuple)):
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clauses.append(self.table.c[column].in_(value))
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elif isinstance(value, dict):
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key = list(value.keys())[0]
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if key in ['like']:
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clauses.append(self.table.c[column].like(value[key]))
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elif key in ['>', 'gt']:
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clauses.append(self.table.c[column] > value[key])
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elif key in ['<', 'lt']:
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clauses.append(self.table.c[column] < value[key])
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elif key in ['>=', 'gte']:
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clauses.append(self.table.c[column] >= value[key])
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elif key in ['<=', 'lte']:
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clauses.append(self.table.c[column] <= value[key])
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elif key in ['!=', '<>', 'not']:
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clauses.append(self.table.c[column] != value[key])
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elif key in ['between', '..']:
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clauses.append(self.table.c[column].between(value[key][0], value[key][1]))
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else:
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clauses.append(false)
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else:
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clauses.append(self.table.c[column] == value)
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return and_(*clauses)
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@ -138,9 +138,25 @@ We can search for specific entries using :py:meth:`find() <dataset.Table.find>`
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# Get a specific user
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john = table.find_one(name='John Doe')
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# Find by comparison
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# Find multiple at once
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winners = table.find(id=[1, 3, 7])
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# Find by comparison operator
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elderly_users = table.find(age={'>=', 70})
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possible_customers = table.find(age={'between', [21, 80]})
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# Use the underlying SQLAlchemy directly
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elderly_users = table.find(table.table.columns.age >= 70)
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Possible comparison operators::
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gt, >
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lt, <
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gte, >=
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lte, <=
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!=, <>, not
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between, ..
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Using :py:meth:`distinct() <dataset.Table.distinct>` we can grab a set of rows
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with unique values in one or more columns::
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@ -321,6 +321,22 @@ class TableTestCase(unittest.TestCase):
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ds = list(self.tbl.find(self.tbl.table.columns.temperature > 4))
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assert len(ds) == 3, ds
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def test_find_dsl(self):
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ds = list(self.tbl.find(place={'like': '%lw%'}))
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assert len(ds) == 3, ds
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ds = list(self.tbl.find(temperature={'>': 5}))
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assert len(ds) == 2, ds
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ds = list(self.tbl.find(temperature={'>=': 5}))
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assert len(ds) == 3, ds
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ds = list(self.tbl.find(temperature={'<': 0}))
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assert len(ds) == 1, ds
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ds = list(self.tbl.find(temperature={'<=': 0}))
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assert len(ds) == 2, ds
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ds = list(self.tbl.find(temperature={'!=': -1}))
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assert len(ds) == 5, ds
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ds = list(self.tbl.find(temperature={'between': [5, 8]}))
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assert len(ds) == 3, ds
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def test_offset(self):
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ds = list(self.tbl.find(place=TEST_CITY_1, _offset=1))
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assert len(ds) == 2, ds
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