Settings, server connection ########################### Session ******* :class:`crandas.base.Session` :data:`crandas.base.session` Connection to server ******************** :attr:`base.Session.endpoint` .. _query_args: Query arguments *************** Query arguments Adding nonces ------------- .. code:: python import crandas as cd from crandas.transactions import Transaction a = cd.DataFrame({"test": [1]}) f1 = a.filter(lambda x: 1, add_nonce=True) f2 = a.filter(lambda x: 1, add_nonce=True) assert f1.name != f2.name with Transaction(add_nonce=True): a = cd.DataFrame({"test": [1]}) f1 = a.filter(lambda x: 1) f2 = a.filter(lambda x: 1) assert f1.result.name != f2.result.name Setting the bitlength --------------------- (to be removed in the future) .. code:: python import crandas as cd from crandas.transactions import Transaction """Test configurable bitlength for operations""" def test_with_bitlength(bl): # test with numbers close 2**bl-1 so that the comparison intervals are close to 2**bl a = cd.DataFrame( { "row": [ -(2 ** (bl - 1)) + 1, -(2 ** (bl - 1)) + 2, 2 ** (bl - 1) - 2, 2 ** (bl - 1) - 1, ] } ) assert ( sum(a.assign(test=lambda x: x.row >= -(2 ** (bl - 1)), bitlength=bl).open()["test"]) == 4 ) assert ( sum(a.assign(test=lambda x: x.row >= -(2 ** (bl - 1)) + 1, bitlength=bl).open()["test"]) == 4 ) assert ( sum(a.assign(test=lambda x: x.row >= -(2 ** (bl - 1)) + 2, bitlength=bl).open()["test"]) == 3 ) assert ( sum(a.assign(test=lambda x: x.row >= -(2 ** (bl - 1)) + 3, bitlength=bl).open()["test"]) == 2 ) assert ( sum(a.assign(test=lambda x: x.row >= 2 ** (bl - 1) - 3, bitlength=bl).open()["test"]) == 2 ) assert ( sum(a.assign(test=lambda x: x.row >= 2 ** (bl - 1) - 2, bitlength=bl).open()["test"]) == 2 ) assert ( sum(a.assign(test=lambda x: x.row >= 2 ** (bl - 1) - 1, bitlength=bl).open()["test"]) == 1 ) assert ( sum(a.assign(test=lambda x: x.row >= 2 ** (bl - 1), bitlength=bl).open()["test"]) == 0 ) test_with_bitlength(25) test_with_bitlength(32) """Test configuring a bitlength for a transaction""" with Transaction(bitlength=32): bl = 32 a = cd.DataFrame( { "row": [ -(2 ** (bl - 1)) + 1, -(2 ** (bl - 1)) + 2, 2 ** (bl - 1) - 2, 2 ** (bl - 1) - 1, ] } ) res1 = a.assign(test=lambda x: x.row >= -(2 ** (bl - 1))).open() res2 = a.assign(test=lambda x: x.row >= -(2 ** (bl - 1)) + 1).open() res3 = a.assign(test=lambda x: x.row >= -(2 ** (bl - 1)) + 2).open() res4 = a.assign(test=lambda x: x.row >= -(2 ** (bl - 1)) + 3).open() res5 = a.assign(test=lambda x: x.row >= 2 ** (bl - 1) - 3).open() res6 = a.assign(test=lambda x: x.row >= 2 ** (bl - 1) - 2).open() res7 = a.assign(test=lambda x: x.row >= 2 ** (bl - 1) - 1).open() res8 = a.assign(test=lambda x: x.row >= 2 ** (bl - 1)).open() assert sum(res1.result["test"]) == 4 assert sum(res2.result["test"]) == 4 assert sum(res3.result["test"]) == 3 assert sum(res4.result["test"]) == 2 assert sum(res5.result["test"]) == 2 assert sum(res6.result["test"]) == 2 assert sum(res7.result["test"]) == 1 assert sum(res8.result["test"]) == 0