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#The MIT License (MIT)
#Copyright (c) 2014 Microsoft Corporation
#Permission is hereby granted, free of charge, to any person obtaining a copy
#of this software and associated documentation files (the "Software"), to deal
#in the Software without restriction, including without limitation the rights
#to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
#copies of the Software, and to permit persons to whom the Software is
#furnished to do so, subject to the following conditions:
#The above copyright notice and this permission notice shall be included in all
#copies or substantial portions of the Software.
#THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
#IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
#FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
#AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
#LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
#OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
#SOFTWARE.
import unittest
import uuid
import pytest
import azure.cosmos.documents as documents
import azure.cosmos.cosmos_client as cosmos_client
from azure.cosmos import query_iterable
import azure.cosmos.base as base
from six.moves import xrange
import test.test_config as test_config
#IMPORTANT NOTES:
# Most test cases in this file create collections in your Azure Cosmos account.
# Collections are billing entities. By running these test cases, you may incur monetary costs on your account.
# To Run the test, replace the two member fields (masterKey and host) with values
# associated with your Azure Cosmos account.
@pytest.mark.usefixtures("teardown")
class CrossPartitionTopOrderByTest(unittest.TestCase):
"""Orderby Tests.
"""
host = test_config._test_config.host
masterKey = test_config._test_config.masterKey
connectionPolicy = test_config._test_config.connectionPolicy
@classmethod
def setUpClass(cls):
# creates the database, collection, and insert all the documents
# we will gain some speed up in running the tests by creating the database, collection and inserting all the docs only once
if (cls.masterKey == '[YOUR_KEY_HERE]' or
cls.host == '[YOUR_ENDPOINT_HERE]'):
raise Exception(
"You must specify your Azure Cosmos account values for "
"'masterKey' and 'host' at the top of this class to run the "
"tests.")
cls.client = cosmos_client.CosmosClient(cls.host, {'masterKey': cls.masterKey}, cls.connectionPolicy)
cls.created_db = test_config._test_config.create_database_if_not_exist(cls.client)
cls.created_collection = CrossPartitionTopOrderByTest.create_collection(cls.client, cls.created_db)
cls.collection_link = cls.GetDocumentCollectionLink(cls.created_db, cls.created_collection)
# create a document using the document definition
cls.document_definitions = []
for i in xrange(20):
d = {'id' : str(i),
'name': 'sample document',
'spam': 'eggs' + str(i),
'cnt': i,
'key': 'value',
'spam2': 'eggs' + str(i) if (i == 3) else i,
'boolVar': (i % 2 == 0),
'number': 1.1 * i
}
cls.document_definitions.append(d)
CrossPartitionTopOrderByTest.insert_doc()
@classmethod
def tearDownClass(cls):
cls.client.DeleteContainer(cls.collection_link)
def setUp(self):
# sanity check:
partition_key_ranges = list(self.client._ReadPartitionKeyRanges(self.collection_link))
self.assertGreaterEqual(len(partition_key_ranges), 5)
# sanity check: read documents after creation
queried_docs = list(self.client.ReadItems(self.collection_link))
self.assertEqual(
len(queried_docs),
len(self.document_definitions),
'create should increase the number of documents')
def test_orderby_query(self):
# test a simply order by query
# an order by query
query = {
'query': 'SELECT * FROM root r order by r.spam',
}
options = {}
options['enableCrossPartitionQuery'] = True
options['maxItemCount'] = 2
def get_order_by_key(r):
return r['spam']
expected_ordered_ids = [r['id'] for r in sorted(self.document_definitions, key=get_order_by_key)]
# validates the results size and order
self.execute_query_and_validate_results(query, options, expected_ordered_ids)
def test_orderby_query_as_string(self):
# test a simply order by query as string
# an order by query
query = 'SELECT * FROM root r order by r.spam'
options = {}
options['enableCrossPartitionQuery'] = True
options['maxItemCount'] = 2
def get_order_by_key(r):
return r['spam']
expected_ordered_ids = [r['id'] for r in sorted(self.document_definitions, key=get_order_by_key)]
# validates the results size and order
self.execute_query_and_validate_results(query, options, expected_ordered_ids)
def test_orderby_asc_query(self):
# test an order by query with explicit ascending ordering
# an ascending order by query (ascending explicitly mentioned in the query)
query = {
'query': 'SELECT * FROM root r order by r.spam ASC',
}
options = {}
options['enableCrossPartitionQuery'] = True
options['maxItemCount'] = 2
def get_order_by_key(r):
return r['spam']
expected_ordered_ids = [r['id'] for r in sorted(self.document_definitions, key=get_order_by_key)]
# validates the results size and order
self.execute_query_and_validate_results(query, options, expected_ordered_ids)
def test_orderby_desc_query(self):
# test an order by query with explicit descending ordering
# a descending order by query
query = {
'query': 'SELECT * FROM root r order by r.spam DESC',
}
options = {}
options['enableCrossPartitionQuery'] = True
options['maxItemCount'] = 2
def get_order_by_key(r):
return r['spam']
expected_ordered_ids = [r['id'] for r in sorted(self.document_definitions, key=get_order_by_key, reverse=True)]
# validates the results size and order
self.execute_query_and_validate_results(query, options, expected_ordered_ids)
def test_orderby_top_query(self):
# test an order by query combined with top
top_count = 9
# sanity check
self.assertLess(top_count, len(self.document_definitions))
# an order by query with top, total existing docs more than requested top count
query = {
'query': 'SELECT top %d * FROM root r order by r.spam' % top_count
}
options = {}
options['enableCrossPartitionQuery'] = True
options['maxItemCount'] = 2
def get_order_by_key(r):
return r['spam']
expected_ordered_ids = [r['id'] for r in sorted(self.document_definitions, key=get_order_by_key)[:top_count]]
self.execute_query_and_validate_results(query, options, expected_ordered_ids)
def test_orderby_top_query_less_results_than_top_counts(self):
# test an order by query combined with top. where top is greater than the total number of docs
top_count = 30
# sanity check
self.assertGreater(top_count, len(self.document_definitions))
# an order by query with top, total existing docs less than requested top count
query = {
'query': 'SELECT top %d * FROM root r order by r.spam' % top_count
}
options = {}
options['enableCrossPartitionQuery'] = True
options['maxItemCount'] = 2
def get_order_by_key(r):
return r['spam']
expected_ordered_ids = [r['id'] for r in sorted(self.document_definitions, key=get_order_by_key)]
self.execute_query_and_validate_results(query, options, expected_ordered_ids)
def test_top_query(self):
# test a simple top query without order by.
# The rewrittenQuery in the query execution info responded by backend will be empty
partition_key_ranges = list(self.client._ReadPartitionKeyRanges(self.collection_link))
docs_by_partition_key_range_id = self.find_docs_by_partition_key_range_id()
# find the first two non-empty target partition key ranges
cnt = 0
first_two_ranges_results = []
for r in partition_key_ranges:
if cnt >= 2:
break
p_id = r['id']
if len(docs_by_partition_key_range_id[p_id]) > 0:
first_two_ranges_results.extend(docs_by_partition_key_range_id[p_id])
cnt += 1
# sanity checks
self.assertEqual(cnt, 2)
self.assertLess(2, len(partition_key_ranges))
options = {}
options['enableCrossPartitionQuery'] = True
options['maxItemCount'] = 2
# sanity check
self.assertLess(len(first_two_ranges_results), len(self.document_definitions))
self.assertGreater(len(first_two_ranges_results), 1)
expected_ordered_ids = [d['id'] for d in first_two_ranges_results]
# a top query, the results will be sorted based on the target partition key range
query = {
'query': 'SELECT top %d * FROM root r' % len(expected_ordered_ids)
}
self.execute_query_and_validate_results(query, options, expected_ordered_ids)
def test_top_query_as_string(self):
# test a simple top query without order by.
# The rewrittenQuery in the query execution info responded by backend will be empty
partition_key_ranges = list(self.client._ReadPartitionKeyRanges(self.collection_link))
docs_by_partition_key_range_id = self.find_docs_by_partition_key_range_id()
# find the first two non-empty target partition key ranges
cnt = 0
first_two_ranges_results = []
for r in partition_key_ranges:
if cnt >= 2:
break
p_id = r['id']
if len(docs_by_partition_key_range_id[p_id]) > 0:
first_two_ranges_results.extend(docs_by_partition_key_range_id[p_id])
cnt += 1
# sanity checks
self.assertEqual(cnt, 2)
self.assertLess(2, len(partition_key_ranges))
options = {}
options['enableCrossPartitionQuery'] = True
options['maxItemCount'] = 2
# sanity check
self.assertLess(len(first_two_ranges_results), len(self.document_definitions))
self.assertGreater(len(first_two_ranges_results), 1)
expected_ordered_ids = [d['id'] for d in first_two_ranges_results]
# a top query, the results will be sorted based on the target partition key range
query = 'SELECT top %d * FROM root r' % len(expected_ordered_ids)
self.execute_query_and_validate_results(query, options, expected_ordered_ids)
def test_parametrized_top_query(self):
# test a simple parameterized query without order by.
# The rewrittenQuery in the query execution info responded by backend will be empty
partition_key_ranges = list(self.client._ReadPartitionKeyRanges(self.collection_link))
docs_by_partition_key_range_id = self.find_docs_by_partition_key_range_id()
# find the first two non-empty target partition key ranges
cnt = 0
first_two_ranges_results = []
for r in partition_key_ranges:
if cnt >= 2:
break
p_id = r['id']
if len(docs_by_partition_key_range_id[p_id]) > 0:
first_two_ranges_results.extend(docs_by_partition_key_range_id[p_id])
cnt += 1
# sanity checks
self.assertEqual(cnt, 2)
self.assertLess(2, len(partition_key_ranges))
options = {}
options['enableCrossPartitionQuery'] = True
options['maxItemCount'] = 2
# sanity check
self.assertLess(len(first_two_ranges_results), len(self.document_definitions))
self.assertGreater(len(first_two_ranges_results), 1)
expected_ordered_ids = [d['id'] for d in first_two_ranges_results]
# a top query, the results will be sorted based on the target partition key range
query = {
'query': 'SELECT top @n * FROM root r',
"parameters": [
{"name": "@n", "value": len(expected_ordered_ids)}
]
}
self.execute_query_and_validate_results(query, options, expected_ordered_ids)
def test_orderby_query_with_parametrized_top(self):
# test an order by query combined with parametrized top
top_count = 9
# sanity check
self.assertLess(top_count, len(self.document_definitions))
options = {}
options['enableCrossPartitionQuery'] = True
options['maxItemCount'] = 2
def get_order_by_key(r):
return r['spam']
expected_ordered_ids = [r['id'] for r in sorted(self.document_definitions, key=get_order_by_key)[:top_count]]
# a parametrized top order by query
query = {
'query': 'SELECT top @n * FROM root r order by r.spam',
"parameters": [
{"name": "@n", "value": top_count}
]
}
self.execute_query_and_validate_results(query, options, expected_ordered_ids)
def test_orderby_query_with_parametrized_predicate(self):
# test an order by query combined with parametrized predicate
options = {}
options['enableCrossPartitionQuery'] = True
options['maxItemCount'] = 2
# an order by query with parametrized predicate
query = {
'query': 'SELECT * FROM root r where r.cnt > @cnt order by r.spam',
"parameters": [
{"name": "@cnt", "value": 5}
]
}
def get_order_by_key(r):
return r['spam']
expected_ordered_ids = [r['id'] for r in sorted(self.document_definitions, key=get_order_by_key) if r['cnt'] > 5]
self.execute_query_and_validate_results(query, options, expected_ordered_ids)
def test_orderby_query_noncomparable_orderby_item(self):
# test orderby with different order by item type
# an order by query
query = {
'query': 'SELECT * FROM root r order by r.spam2 DESC',
}
options = {}
options['enableCrossPartitionQuery'] = True
options['maxItemCount'] = 2
def get_order_by_key(r):
return r['id']
expected_ordered_ids = [r['id'] for r in sorted(self.document_definitions, key=get_order_by_key)]
# validates the results size and order
try:
self.execute_query_and_validate_results(query, options, expected_ordered_ids)
self.fail('non comparable order by items did not result in failure.')
except ValueError as e:
self.assertTrue(e.args[0] == "Expected String, but got Number." or e.message == "Expected Number, but got String.")
def test_orderby_integer_query(self):
# an order by integer query
query = {
'query': 'SELECT * FROM root r order by r.cnt',
}
options = {}
options['enableCrossPartitionQuery'] = True
options['maxItemCount'] = 2
def get_order_by_key(r):
return r['cnt']
expected_ordered_ids = [r['id'] for r in sorted(self.document_definitions, key=get_order_by_key)]
# validates the results size and order
self.execute_query_and_validate_results(query, options, expected_ordered_ids)
def test_orderby_floating_point_number_query(self):
# an orderby by floating point number query
query = {
'query': 'SELECT * FROM root r order by r.number',
}
options = {}
options['enableCrossPartitionQuery'] = True
options['maxItemCount'] = 2
def get_order_by_key(r):
return r['number']
expected_ordered_ids = [r['id'] for r in sorted(self.document_definitions, key=get_order_by_key)]
# validates the results size and order
self.execute_query_and_validate_results(query, options, expected_ordered_ids)
def test_orderby_boolean_query(self):
# an orderby by floating point number query
query = {
'query': 'SELECT * FROM root r order by r.boolVar',
}
options = {}
options['enableCrossPartitionQuery'] = True
options['maxItemCount'] = 2
result_iterable = self.client.QueryItems(self.collection_link, query, options)
results = list(result_iterable)
# validates the results size and order
self.assertEqual(len(results), len(self.document_definitions))
# false values before true values
index = 0
while index < len(results):
if results[index]['boolVar']:
break
self.assertTrue(int(results[index]['id']) % 2 == 1)
index = index + 1
while index < len(results):
self.assertTrue(results[index]['boolVar'])
self.assertTrue(int(results[index]['id']) % 2 == 0)
index = index + 1
def find_docs_by_partition_key_range_id(self):
query = {
'query': 'SELECT * FROM root r'
}
partition_key_range = list(self.client._ReadPartitionKeyRanges(self.collection_link))
docs_by_partition_key_range_id = {}
for r in partition_key_range:
options = {}
path = base.GetPathFromLink(self.collection_link, 'docs')
collection_id = base.GetResourceIdOrFullNameFromLink(self.collection_link)
def fetch_fn(options):
return self.client.QueryFeed(path, collection_id, query, options, r['id'])
docResultsIterable = query_iterable.QueryIterable(self.client, query, options, fetch_fn, self.collection_link)
docs = list(docResultsIterable)
self.assertFalse(r['id'] in docs_by_partition_key_range_id)
docs_by_partition_key_range_id[r['id']] = docs
return docs_by_partition_key_range_id
def execute_query_and_validate_results(self, query, options, expected_ordered_ids):
# executes the query and validates the results against the expected results
page_size = options['maxItemCount']
result_iterable = self.client.QueryItems(self.collection_link, query, options)
self.assertTrue(isinstance(result_iterable, query_iterable.QueryIterable))
######################################
# test next() behavior
######################################
it = result_iterable.__iter__()
def invokeNext():
return next(it)
# validate that invocations of next() produces the same results as expected_ordered_ids
for i in xrange(len(expected_ordered_ids)):
item = invokeNext()
self.assertEqual(item['id'], expected_ordered_ids[i])
# after the result set is exhausted, invoking next must raise a StopIteration exception
self.assertRaises(StopIteration, invokeNext)
######################################
# test fetch_next_block() behavior
######################################
results = {}
cnt = 0
while True:
fetched_res = result_iterable.fetch_next_block()
fetched_size = len(fetched_res)
for item in fetched_res:
self.assertEqual(item['id'], expected_ordered_ids[cnt])
results[cnt] = item
cnt = cnt + 1
if (cnt < len(expected_ordered_ids)):
self.assertEqual(fetched_size, page_size, "page size")
else:
if cnt == len(expected_ordered_ids):
self.assertTrue(fetched_size <= page_size, "last page size")
break
else:
#cnt > expected_number_of_results
self.fail("more results than expected")
# validate the number of collected results
self.assertEqual(len(results), len(expected_ordered_ids))
# no more results will be returned
self.assertEqual(result_iterable.fetch_next_block(), [])
@classmethod
def create_collection(self, client, created_db):
collection_definition = {
'id': 'orderby_tests collection ' + str(uuid.uuid4()),
'indexingPolicy':{
'includedPaths':[
{
'path':'/',
'indexes':[
{
'kind':'Range',
'dataType':'Number'
},
{
'kind':'Range',
'dataType':'String'
}
]
}
]
},
'partitionKey':{
'paths':[
'/id'
],
'kind':documents.PartitionKind.Hash
}
}
collection_options = { 'offerThroughput': 30000 }
created_collection = client.CreateContainer(self.GetDatabaseLink(created_db),
collection_definition,
collection_options)
return created_collection
@classmethod
def insert_doc(cls):
# create a document using the document definition
created_docs = []
for d in cls.document_definitions:
created_doc = cls.client.CreateItem(cls.collection_link, d)
created_docs.append(created_doc)
return created_docs
@classmethod
def GetDatabaseLink(cls, database, is_name_based=True):
if is_name_based:
return 'dbs/' + database['id']
else:
return database['_self']
@classmethod
def GetDocumentCollectionLink(cls, database, document_collection, is_name_based=True):
if is_name_based:
return cls.GetDatabaseLink(database) + '/colls/' + document_collection['id']
else:
return document_collection['_self']
@classmethod
def GetDocumentLink(cls, database, document_collection, document, is_name_based=True):
if is_name_based:
return cls.GetDocumentCollectionLink(database, document_collection) + '/docs/' + document['id']
else:
return document['_self']
if __name__ == "__main__":
#import sys;sys.argv = ['', 'Test.testName']
unittest.main()
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