From 00c5b9199f1848964b0ce0f436f3414ca424dbfb Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Tue, 16 Jan 2024 15:28:40 +0400 Subject: [PATCH 01/49] feat: added client backends for remote qibo and qiskit circuits execution --- src/qibo/backends/qibo_client.py | 24 ++++++++++++++++++++++ src/qibo/backends/qibo_client.py~ | 0 src/qibo/backends/qiskit_client.py | 32 +++++++++++++++++++++++++++++ src/qibo/backends/qiskit_client.py~ | 0 4 files changed, 56 insertions(+) create mode 100644 src/qibo/backends/qibo_client.py create mode 100644 src/qibo/backends/qibo_client.py~ create mode 100644 src/qibo/backends/qiskit_client.py create mode 100644 src/qibo/backends/qiskit_client.py~ diff --git a/src/qibo/backends/qibo_client.py b/src/qibo/backends/qibo_client.py new file mode 100644 index 0000000000..d0a74dc4b8 --- /dev/null +++ b/src/qibo/backends/qibo_client.py @@ -0,0 +1,24 @@ +import qibo_client + +from qibo.backends.numpy import NumpyBackend + + +class QiboClientBackend(NumpyBackend): + """Backend for the remote execution of Qibo circuits. + + Args: + platform (str): The destination client. + token (str): User authentication token. + runcard (dict): A dictionary containing the settings for the execution: + - device (str): One of the devices supported by the platform. + """ + + def __init__(self, platform, token, runcard=None): + super().__init__() + if not runcard: + runcard = {"device": "sim"} + self.device = runcard["device"] + self.client = getattr(qibo_client, platform)(token) + + def execute_circuit(self, circuit, nshots=1000): + return self.client.run_circuit(circuit, nshots=nshots, device=self.device) diff --git a/src/qibo/backends/qibo_client.py~ b/src/qibo/backends/qibo_client.py~ new file mode 100644 index 0000000000..e69de29bb2 diff --git a/src/qibo/backends/qiskit_client.py b/src/qibo/backends/qiskit_client.py new file mode 100644 index 0000000000..78b3f2c5cd --- /dev/null +++ b/src/qibo/backends/qiskit_client.py @@ -0,0 +1,32 @@ +from qiskit import QuantumCircuit +from qiskit_ibm_runtime import QiskitRuntimeService, Sampler, Session + +from qibo.backends import NumpyBackend +from qibo.result import MeasurementOutcomes + + +class QiskitClientBackend(NumpyBackend): + """Backend for the remote execution of Qiskit circuits on the IBM servers. + + Args: + platform (str): The IBM platform. + token (str): User authentication token. + runcard (dict): A dictionary containing the settings for the execution: + - backend (str): One of the backends supported by the platform. + """ + + def __init__(self, token, platform="ibm_cloud", runcard=None): + super().__init__() + self.service = QiskitRuntimeService(channel=platform, token=token) + if not runcard: + runcard = {"backend": "ibmq_qasm_simulator"} + self.backend = runcard["backend"] + + def execute_circuit(self, circuit, nshots=1000): + measurements = circuit.measurements + circuit = QuantumCircuit.from_qasm_str(circuit.to_qasm()) + with Session(self.service, backend=self.backend) as session: + sampler = Sampler(session=session) + job = sampler.run(circuit, shots=nshots) + samples = job.result() + return MeasurementOutcomes(measurements, samples=samples, nshots=nshots) diff --git a/src/qibo/backends/qiskit_client.py~ b/src/qibo/backends/qiskit_client.py~ new file mode 100644 index 0000000000..e69de29bb2 From 341bee42d951a488274441bdf227001fb607fa50 Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Tue, 16 Jan 2024 15:41:56 +0400 Subject: [PATCH 02/49] feat: added the client backends to the __init__ --- src/qibo/backends/__init__.py | 17 ++++++++++++----- src/qibo/backends/qibo_client.py~ | 0 src/qibo/backends/qiskit_client.py~ | 0 3 files changed, 12 insertions(+), 5 deletions(-) delete mode 100644 src/qibo/backends/qibo_client.py~ delete mode 100644 src/qibo/backends/qiskit_client.py~ diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index d6f0ac18cf..7bb85e998c 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -4,11 +4,13 @@ from qibo.backends.clifford import CliffordBackend from qibo.backends.npmatrices import NumpyMatrices from qibo.backends.numpy import NumpyBackend +from qibo.backends.qibo_client import QiboClientBackend +from qibo.backends.qiskit_client import QiskitClientBackend from qibo.backends.tensorflow import TensorflowBackend from qibo.config import log, raise_error -def construct_backend(backend, platform=None, runcard=None): +def construct_backend(backend, platform=None, runcard=None, token=None): if backend == "qibojit": from qibojit.backends import CupyBackend, CuQuantumBackend, NumbaBackend @@ -41,7 +43,10 @@ def construct_backend(backend, platform=None, runcard=None): else: platform = construct_backend(platform) return CliffordBackend(platform) - + elif backend == "QiboClientBackend": + return QiboClientBackend(platform=platform, runcard=runcard, token=token) + elif backend == "QiskitClientBackend": + return QiskitClientBackend(platform=platform, runcard=runcard, token=token) else: # pragma: no cover raise_error(ValueError, f"Backend {backend} is not available.") @@ -83,7 +88,9 @@ def __new__(cls): return cls._instance @classmethod - def set_backend(cls, backend, platform=None, runcard=None): # pragma: no cover + def set_backend( + cls, backend, platform=None, runcard=None, token=None + ): # pragma: no cover if ( cls._instance is None or cls._instance.name != backend @@ -127,8 +134,8 @@ def get_backend(): return str(GlobalBackend()) -def set_backend(backend, platform=None, runcard=None): - GlobalBackend.set_backend(backend, platform, runcard) +def set_backend(backend, platform=None, runcard=None, token=None): + GlobalBackend.set_backend(backend, platform, runcard, token) def get_precision(): diff --git a/src/qibo/backends/qibo_client.py~ b/src/qibo/backends/qibo_client.py~ deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/src/qibo/backends/qiskit_client.py~ b/src/qibo/backends/qiskit_client.py~ deleted file mode 100644 index e69de29bb2..0000000000 From 0da453ea00aa550f0303388fd19d2bd509346768 Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Tue, 16 Jan 2024 15:58:58 +0400 Subject: [PATCH 03/49] fix: removed the client backends from qibo --- src/qibo/backends/__init__.py | 10 ++++++---- src/qibo/backends/qibo_client.py | 24 ---------------------- src/qibo/backends/qiskit_client.py | 32 ------------------------------ 3 files changed, 6 insertions(+), 60 deletions(-) delete mode 100644 src/qibo/backends/qibo_client.py delete mode 100644 src/qibo/backends/qiskit_client.py diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index 7bb85e998c..a918cdcf3e 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -4,8 +4,6 @@ from qibo.backends.clifford import CliffordBackend from qibo.backends.npmatrices import NumpyMatrices from qibo.backends.numpy import NumpyBackend -from qibo.backends.qibo_client import QiboClientBackend -from qibo.backends.qiskit_client import QiskitClientBackend from qibo.backends.tensorflow import TensorflowBackend from qibo.config import log, raise_error @@ -43,9 +41,13 @@ def construct_backend(backend, platform=None, runcard=None, token=None): else: platform = construct_backend(platform) return CliffordBackend(platform) - elif backend == "QiboClientBackend": + elif backend == "qibo_client": + from qibo_cloud_backends.backends.qibo_client import QiboClientBackend + return QiboClientBackend(platform=platform, runcard=runcard, token=token) - elif backend == "QiskitClientBackend": + elif backend == "qiskit_client": + from qibo_cloud_backends.backends.qiskit_client import QiskitClientBackend + return QiskitClientBackend(platform=platform, runcard=runcard, token=token) else: # pragma: no cover raise_error(ValueError, f"Backend {backend} is not available.") diff --git a/src/qibo/backends/qibo_client.py b/src/qibo/backends/qibo_client.py deleted file mode 100644 index d0a74dc4b8..0000000000 --- a/src/qibo/backends/qibo_client.py +++ /dev/null @@ -1,24 +0,0 @@ -import qibo_client - -from qibo.backends.numpy import NumpyBackend - - -class QiboClientBackend(NumpyBackend): - """Backend for the remote execution of Qibo circuits. - - Args: - platform (str): The destination client. - token (str): User authentication token. - runcard (dict): A dictionary containing the settings for the execution: - - device (str): One of the devices supported by the platform. - """ - - def __init__(self, platform, token, runcard=None): - super().__init__() - if not runcard: - runcard = {"device": "sim"} - self.device = runcard["device"] - self.client = getattr(qibo_client, platform)(token) - - def execute_circuit(self, circuit, nshots=1000): - return self.client.run_circuit(circuit, nshots=nshots, device=self.device) diff --git a/src/qibo/backends/qiskit_client.py b/src/qibo/backends/qiskit_client.py deleted file mode 100644 index 78b3f2c5cd..0000000000 --- a/src/qibo/backends/qiskit_client.py +++ /dev/null @@ -1,32 +0,0 @@ -from qiskit import QuantumCircuit -from qiskit_ibm_runtime import QiskitRuntimeService, Sampler, Session - -from qibo.backends import NumpyBackend -from qibo.result import MeasurementOutcomes - - -class QiskitClientBackend(NumpyBackend): - """Backend for the remote execution of Qiskit circuits on the IBM servers. - - Args: - platform (str): The IBM platform. - token (str): User authentication token. - runcard (dict): A dictionary containing the settings for the execution: - - backend (str): One of the backends supported by the platform. - """ - - def __init__(self, token, platform="ibm_cloud", runcard=None): - super().__init__() - self.service = QiskitRuntimeService(channel=platform, token=token) - if not runcard: - runcard = {"backend": "ibmq_qasm_simulator"} - self.backend = runcard["backend"] - - def execute_circuit(self, circuit, nshots=1000): - measurements = circuit.measurements - circuit = QuantumCircuit.from_qasm_str(circuit.to_qasm()) - with Session(self.service, backend=self.backend) as session: - sampler = Sampler(session=session) - job = sampler.run(circuit, shots=nshots) - samples = job.result() - return MeasurementOutcomes(measurements, samples=samples, nshots=nshots) From 2a69891c22367d5ae55344a87ee65bc6064724c8 Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Mon, 22 Jan 2024 16:48:28 +0400 Subject: [PATCH 04/49] feat: added support for OPENQASM 3 gate command --- src/qibo/models/circuit.py | 83 +++++++++++++++++++++++++++++++------- 1 file changed, 68 insertions(+), 15 deletions(-) diff --git a/src/qibo/models/circuit.py b/src/qibo/models/circuit.py index 419f5635d2..0786803944 100644 --- a/src/qibo/models/circuit.py +++ b/src/qibo/models/circuit.py @@ -1249,13 +1249,14 @@ def read_args(args): yield name, int(index) # Remove comment lines - lines = "".join( - line for line in qasm_code.split("\n") if line and line[:2] != "//" - ) - lines = (line for line in lines.split(";") if line) + lines = (line for line in qasm_code.split("\n") if line and line[:2] != "//") + # lines = (line for line in lines.split(";") if line) - if next(lines) != "OPENQASM 2.0": - raise_error(ValueError, "QASM code should start with 'OPENQASM 2.0'.") + if not re.search(r"^OPENQASM [0-9]+\.[0-9]+", next(lines)): + raise_error( + ValueError, + "QASM code should start with 'OPENQASM X.X' with X.X indicating the version.", + ) qubits = {} # Dict[Tuple[str, int], int]: map from qubit tuple to qubit id cregs_size = {} # Dict[str, int]: map from `creg` name to its size @@ -1265,11 +1266,13 @@ def read_args(args): gate_list = ( [] ) # List[Tuple[str, List[int]]]: List of (gate name, list of target qubit ids) - for line in lines: - command, args = line.split(None, 1) - # remove spaces - command = command.replace(" ", "") - args = args.replace(" ", "") + composite_gates = {} # composite gates created with the "gate" command + + def parse_line(line): + command, *args = line.split(" ") + args = " ".join(args) + if args[-1] == ";": + args = args[:-1] if command == "include": pass @@ -1317,6 +1320,37 @@ def read_args(args): registers[register] = {idx: qubits[qubit]} gate_list.append((gates.M, register, None)) + elif command == "gate": + _name, _qubits, *_ = args.split(" ") + _separate_gates = ( + re.search(r"\{(.*?)\}", args).group(0)[2:-3].split("; ") + ) + _params = re.search(r"\((.*?)\)", _name) + _qubits = _qubits.split(",") + if _params: + _name = _name[: _params.start()] + _params = _params.group()[0][1:-1].split(",") + composite_gates[_name] = [] + for g in _separate_gates: + _g_name, _g_qubits = g.split(" ") + _g_params = re.search(r"\((.*?)\)", _g_name) + if _g_params: + _g_name = _g_name[: _g_params.start()] + _g_params = [ + f"{{{_params.index(p)}}}" + for p in _g_params.group()[0][1:-1].split(",") + ] + _g_qubits = [ + f"{{{_qubits.index(q)}}}" for q in _g_qubits.split(",") + ] + pars = "" if not _g_params else f"({','.join(_g_params)})" + composite_gates[_name].append( + { + "gatename": _g_name, + "qubits": ",".join(_g_qubits), + "parameters": pars, + } + ) else: pieces = [x for x in re.split("[()]", command) if x] @@ -1332,10 +1366,25 @@ def read_args(args): }[gatename] ) except: - raise_error( - ValueError, - f"QASM command {command} is not recognized.", - ) + if gatename in composite_gates: + _q = line.split(" ")[-1].split(",") + _p = ( + re.search(r"\((.*?)\)", line.split(" ")[0]) + .group(0) + .split(",") + if len(pieces) == 2 + else [] + ) + for g in composite_gates[gatename]: + parse_line( + f"{g['gatename']}{g['parameters'].format(*_p)} {g['qubits'].format(*_q)}" + ) + return + else: + raise_error( + ValueError, + f"QASM command {command} is not recognized.", + ) if len(pieces) == 1: params = None @@ -1385,6 +1434,10 @@ def read_args(args): qubit_list.append(qubits[qubit]) gate_list.append((gatetype, list(qubit_list), params)) + for line in lines: + print(line) + parse_line(line) + # Create measurement gate qubit lists from registers for i, (gatetype, register, _) in enumerate(gate_list): if gatetype == gates.M: From 6de6ddbb437ef3418682f661c395e762a9f800de Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Mon, 22 Jan 2024 17:06:04 +0400 Subject: [PATCH 05/49] fix: removed imports from pylint checks --- src/qibo/backends/__init__.py | 8 ++++++-- src/qibo/models/circuit.py | 4 +--- 2 files changed, 7 insertions(+), 5 deletions(-) diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index a918cdcf3e..a191f88887 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -42,11 +42,15 @@ def construct_backend(backend, platform=None, runcard=None, token=None): platform = construct_backend(platform) return CliffordBackend(platform) elif backend == "qibo_client": - from qibo_cloud_backends.backends.qibo_client import QiboClientBackend + from qibo_cloud_backends.backends.qibo_client import ( # pylint: disable=E0401 + QiboClientBackend, + ) return QiboClientBackend(platform=platform, runcard=runcard, token=token) elif backend == "qiskit_client": - from qibo_cloud_backends.backends.qiskit_client import QiskitClientBackend + from qibo_cloud_backends.backends.qiskit_client import ( # pylint: disable=E0401 + QiskitClientBackend, + ) return QiskitClientBackend(platform=platform, runcard=runcard, token=token) else: # pragma: no cover diff --git a/src/qibo/models/circuit.py b/src/qibo/models/circuit.py index 0786803944..fd4137bc15 100644 --- a/src/qibo/models/circuit.py +++ b/src/qibo/models/circuit.py @@ -1137,7 +1137,7 @@ def to_qasm(self): from qibo import __version__ code = [f"// Generated by QIBO {__version__}"] - code += ["OPENQASM 2.0;"] + code += ["OPENQASM 3.0;"] code += ['include "qelib1.inc";'] code += [f"qreg q[{self.nqubits}];"] @@ -1250,7 +1250,6 @@ def read_args(args): # Remove comment lines lines = (line for line in qasm_code.split("\n") if line and line[:2] != "//") - # lines = (line for line in lines.split(";") if line) if not re.search(r"^OPENQASM [0-9]+\.[0-9]+", next(lines)): raise_error( @@ -1435,7 +1434,6 @@ def parse_line(line): gate_list.append((gatetype, list(qubit_list), params)) for line in lines: - print(line) parse_line(line) # Create measurement gate qubit lists from registers From c31b4bd078478344d75c38a184f67ed25123c79a Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Tue, 23 Jan 2024 12:13:55 +0400 Subject: [PATCH 06/49] fix: fixed tests --- src/qibo/models/circuit.py | 23 +++++++-- tests/test_models_circuit.py | 2 +- tests/test_models_circuit_qasm.py | 70 +++++++++++++------------- tests/test_models_circuit_qasm_cirq.py | 14 +++--- 4 files changed, 62 insertions(+), 47 deletions(-) diff --git a/src/qibo/models/circuit.py b/src/qibo/models/circuit.py index fd4137bc15..b790a46766 100644 --- a/src/qibo/models/circuit.py +++ b/src/qibo/models/circuit.py @@ -1249,9 +1249,9 @@ def read_args(args): yield name, int(index) # Remove comment lines - lines = (line for line in qasm_code.split("\n") if line and line[:2] != "//") + lines = [line for line in qasm_code.split("\n") if line and line[:2] != "//"] - if not re.search(r"^OPENQASM [0-9]+\.[0-9]+", next(lines)): + if not re.search(r"^OPENQASM [0-9]+\.[0-9]+", lines[0]): raise_error( ValueError, "QASM code should start with 'OPENQASM X.X' with X.X indicating the version.", @@ -1268,6 +1268,7 @@ def read_args(args): composite_gates = {} # composite gates created with the "gate" command def parse_line(line): + line = line.replace(r"/\s\s+/g", " ").replace(r"^[\s]+", "") command, *args = line.split(" ") args = " ".join(args) if args[-1] == ";": @@ -1286,7 +1287,7 @@ def parse_line(line): cregs_size[name] = nqubits elif command == "measure": - args = args.split("->") + args = args.replace(" ", "").split("->") if len(args) != 2: raise_error(ValueError, "Invalid QASM measurement:", line) qubit = next(read_args(args[0])) @@ -1434,7 +1435,21 @@ def parse_line(line): gate_list.append((gatetype, list(qubit_list), params)) for line in lines: - parse_line(line) + line = ( + re.sub(r"^OPENQASM [0-9]+\.[0-9]+;*\s*", "", line) + .replace(r"/\s\s+/g", " ") + .replace(r"^[\s]+", "") + .replace("[\\s]+\n", "") + .replace("; ", ";") + .replace(", ", ",") + ) + _lines = [line] + if len(re.findall(";", line)) > 1 and not line.split(" ")[0] == "gate": + _lines = line.split(";")[:-1] + for l in _lines: + print(l) + if l != "": + parse_line(l) # Create measurement gate qubit lists from registers for i, (gatetype, register, _) in enumerate(gate_list): diff --git a/tests/test_models_circuit.py b/tests/test_models_circuit.py index ca8b191d6d..516f1db70c 100644 --- a/tests/test_models_circuit.py +++ b/tests/test_models_circuit.py @@ -338,7 +338,7 @@ def test_circuit_light_cone(): c.add(gates.CZ(0, nqubits - 1)) sc, qubit_map = c.light_cone(4, 5) target_qasm = f"""// Generated by QIBO {__version__} -OPENQASM 2.0; +OPENQASM 3.0; include "qelib1.inc"; qreg q[6]; ry(0) q[0]; diff --git a/tests/test_models_circuit_qasm.py b/tests/test_models_circuit_qasm.py index 24a0f2881e..57f39332ca 100644 --- a/tests/test_models_circuit_qasm.py +++ b/tests/test_models_circuit_qasm.py @@ -16,7 +16,7 @@ def assert_strings_equal(a, b): def test_empty(): c = Circuit(2) target = f"""// Generated by QIBO {__version__} -OPENQASM 2.0; +OPENQASM 3.0; include "qelib1.inc"; qreg q[2];""" assert_strings_equal(c.to_qasm(), target) @@ -27,7 +27,7 @@ def test_simple(): c.add(gates.H(0)) c.add(gates.H(1)) target = f"""// Generated by QIBO {__version__} -OPENQASM 2.0; +OPENQASM 3.0; include "qelib1.inc"; qreg q[2]; h q[0]; @@ -47,7 +47,7 @@ def test_singlequbit_gates(): c.add(gates.TDG(1)) c.add(gates.I(0)) target = f"""// Generated by QIBO {__version__} -OPENQASM 2.0; +OPENQASM 3.0; include "qelib1.inc"; qreg q[2]; h q[0]; @@ -80,7 +80,7 @@ def test_multiqubit_gates(): c.add(gates.X(0).controlled_by(1)) # `controlled_by` here falls back to CNOT and should work target = f"""// Generated by QIBO {__version__} -OPENQASM 2.0; +OPENQASM 3.0; include "qelib1.inc"; qreg q[2]; h q[0]; @@ -100,7 +100,7 @@ def test_toffoli(): c.add(gates.Z(2)) c.add(gates.TOFFOLI(1, 2, 0)) target = f"""// Generated by QIBO {__version__} -OPENQASM 2.0; +OPENQASM 3.0; include "qelib1.inc"; qreg q[3]; y q[0]; @@ -117,7 +117,7 @@ def test_parametrized_gate(): c.add(gates.Y(0)) c.add(gates.RY(1, 0.1234)) target = f"""// Generated by QIBO {__version__} -OPENQASM 2.0; +OPENQASM 3.0; include "qelib1.inc"; qreg q[2]; y q[0]; @@ -131,7 +131,7 @@ def test_cu1(): c.add(gates.RZ(1, 0.4321)) c.add(gates.CU1(0, 1, 0.567)) target = f"""// Generated by QIBO {__version__} -OPENQASM 2.0; +OPENQASM 3.0; include "qelib1.inc"; qreg q[2]; rx(0.1234) q[0]; @@ -148,7 +148,7 @@ def test_ugates(): c.add(gates.CU1(0, 1, 0.7)) c.add(gates.CU3(2, 1, 0.2, 0.3, 0.4)) target = f"""// Generated by QIBO {__version__} -OPENQASM 2.0; +OPENQASM 3.0; include "qelib1.inc"; qreg q[3]; rx(0.1) q[0]; @@ -171,7 +171,7 @@ def test_crotations(): c.add(gates.CRX(0, 2, 0.5)) c.add(gates.RY(1, 0.3).controlled_by(2)) target = f"""// Generated by QIBO {__version__} -OPENQASM 2.0; +OPENQASM 3.0; include "qelib1.inc"; qreg q[3]; rx(0.1) q[0]; @@ -192,7 +192,7 @@ def test_measurements(): c.add(gates.Y(1)) c.add(gates.M(0, 1)) target = f"""// Generated by QIBO {__version__} -OPENQASM 2.0; +OPENQASM 3.0; include "qelib1.inc"; qreg q[2]; creg register0[2]; @@ -208,7 +208,7 @@ def test_multiple_measurements(): c.add(gates.M(0, 2, 4, register_name="a")) c.add(gates.M(1, 3, register_name="b")) target = f"""// Generated by QIBO {__version__} -OPENQASM 2.0; +OPENQASM 3.0; include "qelib1.inc"; qreg q[5]; creg a[3]; @@ -231,7 +231,7 @@ def test_capital_in_register_name_error(): def test_from_qasm_multiqubit_gates(): target = f"""// Generated by QIBO {__version__} -OPENQASM 2.0; +OPENQASM 3.0; include "qelib1.inc"; qreg q[3]; cx q[0],q[2]; @@ -257,7 +257,7 @@ def test_from_qasm_multiqubit_gates(): def test_from_qasm_singlequbit_gates(): target = f"""// Generated by QIBO {__version__} -OPENQASM 2.0; +OPENQASM 3.0; include "qelib1.inc"; qreg q[2]; h q[0]; @@ -295,7 +295,7 @@ def test_from_qasm_singlequbit_gates(): def test_from_qasm_multiple_qregs(): target = f"""// Generated by QIBO {__version__} -OPENQASM 2.0; +OPENQASM 3.0; include "qelib1.inc"; qreg a[2],b[1]; cx a[0],b[0]; @@ -319,7 +319,7 @@ def test_from_qasm_multiple_qregs(): def test_from_qasm_ugates(): - target = """OPENQASM 2.0; + target = """OPENQASM 3.0; qreg q[2]; u1(0.1) q[0]; u2(0.2,0.6) q[1]; @@ -335,7 +335,7 @@ def test_from_qasm_ugates(): def test_from_qasm_crotations(): - target = """OPENQASM 2.0; + target = """OPENQASM 3.0; qreg q[2]; crx(0.1) q[0],q[1]; crz(0.3) q[1],q[0]; @@ -351,7 +351,7 @@ def test_from_qasm_crotations(): def test_from_qasm_parametrized_gates(): - target = """OPENQASM 2.0; + target = """OPENQASM 3.0; qreg q[2]; rx(0.1234) q[0]; rz(0.4321) q[1]; @@ -367,7 +367,7 @@ def test_from_qasm_parametrized_gates(): def test_from_qasm_pi_half(): - target = """OPENQASM 2.0; + target = """OPENQASM 3.0; include "qelib1.inc"; qreg q[1]; rx(pi/2) q[0];""" @@ -384,7 +384,7 @@ def test_from_qasm_invalid_script(): c = Circuit.from_qasm(target) # Qubit index out of range - target = """OPENQASM 2.0; + target = """OPENQASM 3.0; qreg q[2]; x q[2]; """ @@ -392,14 +392,14 @@ def test_from_qasm_invalid_script(): c = Circuit.from_qasm(target) # Invalid qubit index - target = """OPENQASM 2.0; + target = """OPENQASM 3.0; qreg q[a]; """ with pytest.raises(ValueError): c = Circuit.from_qasm(target) # Undefined qubit - target = """OPENQASM 2.0; + target = """OPENQASM 3.0; qreg q[2]; x a[0]; """ @@ -407,7 +407,7 @@ def test_from_qasm_invalid_script(): c = Circuit.from_qasm(target) # Invalid command `test` - target = """OPENQASM 2.0; + target = """OPENQASM 3.0; test q[2]; """ with pytest.raises(ValueError): @@ -415,7 +415,7 @@ def test_from_qasm_invalid_script(): def test_from_qasm_measurements(): - target = """OPENQASM 2.0; + target = """OPENQASM 3.0; include "qelib1.inc"; qreg q[5]; creg a[3]; @@ -433,7 +433,7 @@ def test_from_qasm_measurements(): def test_from_qasm_measurements_order(): - target = """OPENQASM 2.0; + target = """OPENQASM 3.0; include "qelib1.inc"; qreg q[5]; creg a[3]; @@ -450,7 +450,7 @@ def test_from_qasm_measurements_order(): def test_from_qasm_invalid_measurements(): # Undefined qubit - target = """OPENQASM 2.0; + target = """OPENQASM 3.0; qreg q[2]; creg a[2]; measure q[2] -> a[0];""" @@ -458,7 +458,7 @@ def test_from_qasm_invalid_measurements(): c = Circuit.from_qasm(target) # Undefined register - target = """OPENQASM 2.0; + target = """OPENQASM 3.0; qreg q[2]; creg a[2]; measure q[0] -> b[0];""" @@ -466,7 +466,7 @@ def test_from_qasm_invalid_measurements(): c = Circuit.from_qasm(target) # Register index out of range - target = """OPENQASM 2.0; + target = """OPENQASM 3.0; qreg q[2]; creg a[2]; measure q[0] -> a[2];""" @@ -474,7 +474,7 @@ def test_from_qasm_invalid_measurements(): c = Circuit.from_qasm(target) # Reuse classical register - target = """OPENQASM 2.0; + target = """OPENQASM 3.0; qreg q[2]; creg a[2]; measure q[0] -> a[1]; @@ -483,7 +483,7 @@ def test_from_qasm_invalid_measurements(): c = Circuit.from_qasm(target) # Invalid measurement command - target = """OPENQASM 2.0; + target = """OPENQASM 3.0; qreg q[2]; creg a[2]; measure q[0] -> a[1] -> a[0];""" @@ -493,7 +493,7 @@ def test_from_qasm_invalid_measurements(): def test_from_qasm_invalid_parametrized_gates(): # Parametrize non-parametrized gate - target = """OPENQASM 2.0; + target = """OPENQASM 3.0; qreg q[2]; x(0.1234) q[0]; """ @@ -501,7 +501,7 @@ def test_from_qasm_invalid_parametrized_gates(): c = Circuit.from_qasm(target) # Failure to give theta value for parametrized gate - target = """OPENQASM 2.0; + target = """OPENQASM 3.0; qreg q[2]; rx q[0]; """ @@ -509,7 +509,7 @@ def test_from_qasm_invalid_parametrized_gates(): c = Circuit.from_qasm(target) # Invalid parameter value - target = """OPENQASM 2.0; + target = """OPENQASM 3.0; qreg q[2]; rx(0.123a) q[0]; """ @@ -517,7 +517,7 @@ def test_from_qasm_invalid_parametrized_gates(): c = Circuit.from_qasm(target) # Invalid parenthesis use - target = """OPENQASM 2.0; + target = """OPENQASM 3.0; qreg q[2]; rx(0.123)(0.25)(0) q[0]; """ @@ -526,9 +526,9 @@ def test_from_qasm_invalid_parametrized_gates(): def test_from_qasm_empty_spaces(): - target = """OPENQASM 2.0; qreg q[2]; + target = """OPENQASM 3.0; qreg q[2]; creg a[2]; h q[0];x q[1]; cx q[0], q[1]; -measure q[0] -> a[0];measure q[1]->a[1]""" +measure q[0] -> a[0];measure q[1]->a[1];""" c = Circuit.from_qasm(target) assert c.nqubits == 2 assert c.depth == 3 diff --git a/tests/test_models_circuit_qasm_cirq.py b/tests/test_models_circuit_qasm_cirq.py index ea9634d83d..b422b459dd 100644 --- a/tests/test_models_circuit_qasm_cirq.py +++ b/tests/test_models_circuit_qasm_cirq.py @@ -38,7 +38,7 @@ def test_simple_cirq(backend): c1.add(gates.H(1)) final_state_c1 = backend.execute_circuit(c1).state() - c2 = circuit_from_qasm(c1.to_qasm()) + c2 = circuit_from_qasm(c1.to_qasm().replace("OPENQASM 3.0", "OPENQASM 2.0")) c2depth = len(cirq.Circuit(c2.all_operations())) assert c1.depth == c2depth final_state_c2 = ( @@ -65,7 +65,7 @@ def test_singlequbit_gates_cirq(backend): c1.add(gates.I(0)) final_state_c1 = backend.execute_circuit(c1).state() - c2 = circuit_from_qasm(c1.to_qasm()) + c2 = circuit_from_qasm(c1.to_qasm().replace("OPENQASM 3.0", "OPENQASM 2.0")) c2depth = len(cirq.Circuit(c2.all_operations())) assert c1.depth == c2depth final_state_c2 = ( @@ -88,7 +88,7 @@ def test_multiqubit_gates_cirq(backend): c1.add(gates.X(0).controlled_by(1)) final_state_c1 = backend.execute_circuit(c1).state() - c2 = circuit_from_qasm(c1.to_qasm()) + c2 = circuit_from_qasm(c1.to_qasm().replace("OPENQASM 3.0", "OPENQASM 2.0")) c2depth = len(cirq.Circuit(c2.all_operations())) assert c1.depth == c2depth final_state_c2 = ( @@ -112,7 +112,7 @@ def test_toffoli_cirq(backend): c1.add(gates.TOFFOLI(1, 2, 0)) final_state_c1 = backend.execute_circuit(c1).state() - c2 = circuit_from_qasm(c1.to_qasm()) + c2 = circuit_from_qasm(c1.to_qasm().replace("OPENQASM 3.0", "OPENQASM 2.0")) c2depth = len(cirq.Circuit(c2.all_operations())) assert c1.depth == c2depth final_state_c2 = ( @@ -132,7 +132,7 @@ def test_parametrized_gate_cirq(backend): c1.add(gates.RY(1, 0.1234)) final_state_c1 = backend.execute_circuit(c1).state() - c2 = circuit_from_qasm(c1.to_qasm()) + c2 = circuit_from_qasm(c1.to_qasm().replace("OPENQASM 3.0", "OPENQASM 2.0")) c2depth = len(cirq.Circuit(c2.all_operations())) assert c1.depth == c2depth final_state_c2 = ( @@ -152,7 +152,7 @@ def test_cu1_cirq(): c1.add(gates.CU1(0, 1, 0.567)) # catches unknown gate "cu1" with pytest.raises(exception.QasmException): - c2 = circuit_from_qasm(c1.to_qasm()) + c2 = circuit_from_qasm(c1.to_qasm().replace("OPENQASM 3.0", "OPENQASM 2.0")) def test_ugates_cirq(backend): @@ -162,7 +162,7 @@ def test_ugates_cirq(backend): c1.add(gates.U2(2, 0.5, 0.6)) final_state_c1 = backend.execute_circuit(c1).state() - c2 = circuit_from_qasm(c1.to_qasm()) + c2 = circuit_from_qasm(c1.to_qasm().replace("OPENQASM 3.0", "OPENQASM 2.0")) c2depth = len(cirq.Circuit(c2.all_operations())) assert c1.depth == c2depth final_state_c2 = ( From 10a1aa00dc302112efedf07be8de8493eba0e1d6 Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Tue, 23 Jan 2024 12:27:27 +0400 Subject: [PATCH 07/49] fix: removed print --- src/qibo/models/circuit.py | 1 - tests/test_models_circuit_qasm.py | 10 ++++++++++ 2 files changed, 10 insertions(+), 1 deletion(-) diff --git a/src/qibo/models/circuit.py b/src/qibo/models/circuit.py index b790a46766..edb1f8c37a 100644 --- a/src/qibo/models/circuit.py +++ b/src/qibo/models/circuit.py @@ -1447,7 +1447,6 @@ def parse_line(line): if len(re.findall(";", line)) > 1 and not line.split(" ")[0] == "gate": _lines = line.split(";")[:-1] for l in _lines: - print(l) if l != "": parse_line(l) diff --git a/tests/test_models_circuit_qasm.py b/tests/test_models_circuit_qasm.py index 57f39332ca..c5ebdd71ae 100644 --- a/tests/test_models_circuit_qasm.py +++ b/tests/test_models_circuit_qasm.py @@ -536,3 +536,13 @@ def test_from_qasm_empty_spaces(): assert isinstance(c.queue[1], gates.X) assert isinstance(c.queue[2], gates.CNOT) assert c.measurement_tuples == {"a": (0, 1)} + + +def test_from_qasm_gate_command(): + target = """OPENQASM 3.0; +include "qelib1.inc"; +gate bob(theta) q0,q1 { h q1; cx q0,q1; rz(theta) q1; cx q0,q1; h q1; } +gate alice q0,q1 { rzx(pi/4) q0,q1; x q0; rzx(-pi/4) q0,q1; } +qreg q[3]; +bob(-pi/2) q[0],q[2]; +alice q[1],q[0];""" From 36166430a61a97f5ad07148239fe86c1cd5a9952 Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Tue, 23 Jan 2024 14:27:54 +0400 Subject: [PATCH 08/49] test: added test for gate command --- src/qibo/models/circuit.py | 12 +++++++----- tests/test_models_circuit_qasm.py | 19 ++++++++++++++++--- 2 files changed, 23 insertions(+), 8 deletions(-) diff --git a/src/qibo/models/circuit.py b/src/qibo/models/circuit.py index edb1f8c37a..a966ec077c 100644 --- a/src/qibo/models/circuit.py +++ b/src/qibo/models/circuit.py @@ -1323,23 +1323,25 @@ def parse_line(line): elif command == "gate": _name, _qubits, *_ = args.split(" ") _separate_gates = ( - re.search(r"\{(.*?)\}", args).group(0)[2:-3].split("; ") + re.search(r"\{(.*?)\}", args).group(0)[2:-2].split(";") ) _params = re.search(r"\((.*?)\)", _name) _qubits = _qubits.split(",") if _params: _name = _name[: _params.start()] - _params = _params.group()[0][1:-1].split(",") + _params = _params.group()[1:-1].split(",") composite_gates[_name] = [] for g in _separate_gates: _g_name, _g_qubits = g.split(" ") _g_params = re.search(r"\((.*?)\)", _g_name) - if _g_params: + if _g_params and _params: _g_name = _g_name[: _g_params.start()] _g_params = [ f"{{{_params.index(p)}}}" - for p in _g_params.group()[0][1:-1].split(",") + for p in _g_params.group()[1:-1].split(",") ] + else: + _g_params = None _g_qubits = [ f"{{{_qubits.index(q)}}}" for q in _g_qubits.split(",") ] @@ -1367,7 +1369,7 @@ def parse_line(line): ) except: if gatename in composite_gates: - _q = line.split(" ")[-1].split(",") + _q = line.split(" ")[-1].replace(";", "").split(",") _p = ( re.search(r"\((.*?)\)", line.split(" ")[0]) .group(0) diff --git a/tests/test_models_circuit_qasm.py b/tests/test_models_circuit_qasm.py index c5ebdd71ae..019588c1b9 100644 --- a/tests/test_models_circuit_qasm.py +++ b/tests/test_models_circuit_qasm.py @@ -541,8 +541,21 @@ def test_from_qasm_empty_spaces(): def test_from_qasm_gate_command(): target = """OPENQASM 3.0; include "qelib1.inc"; -gate bob(theta) q0,q1 { h q1; cx q0,q1; rz(theta) q1; cx q0,q1; h q1; } -gate alice q0,q1 { rzx(pi/4) q0,q1; x q0; rzx(-pi/4) q0,q1; } +gate bob(theta,alpha) q0,q1 { h q1; cx q0,q1; rz(theta) q1; rx(alpha) q0; h q1; } +gate alice q0,q1 { bob(pi/4,pi) q0,q1; x q0; bob(-pi/4,pi/2) q0,q1; } qreg q[3]; -bob(-pi/2) q[0],q[2]; +bob(-pi/2,pi) q[0],q[2]; alice q[1],q[0];""" + c = Circuit.from_qasm(target) + for i in range(2): + assert isinstance(c.queue[0 + 5 * i], gates.H) + assert isinstance(c.queue[1 + 5 * i], gates.CNOT) + assert isinstance(c.queue[2 + 5 * i], gates.RZ) + assert isinstance(c.queue[3 + 5 * i], gates.RX) + assert isinstance(c.queue[4 + 5 * i], gates.H) + assert isinstance(c.queue[10], gates.X) + assert isinstance(c.queue[11], gates.H) + assert isinstance(c.queue[12], gates.CNOT) + assert isinstance(c.queue[13], gates.RZ) + assert isinstance(c.queue[14], gates.RX) + assert isinstance(c.queue[15], gates.H) From deba4088db6ca7fc0e6281aefaf2fac7ae81b564 Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Tue, 23 Jan 2024 15:26:51 +0400 Subject: [PATCH 09/49] fix: disabled coverage for the backends --- src/qibo/backends/__init__.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index a191f88887..36578a1d55 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -41,13 +41,13 @@ def construct_backend(backend, platform=None, runcard=None, token=None): else: platform = construct_backend(platform) return CliffordBackend(platform) - elif backend == "qibo_client": + elif backend == "qibo_client": # pragma: no cover from qibo_cloud_backends.backends.qibo_client import ( # pylint: disable=E0401 QiboClientBackend, ) return QiboClientBackend(platform=platform, runcard=runcard, token=token) - elif backend == "qiskit_client": + elif backend == "qiskit_client": # pragma: no cover from qibo_cloud_backends.backends.qiskit_client import ( # pylint: disable=E0401 QiskitClientBackend, ) From 6af9ae698f7fef2e7f9a7efe348216d3199c04b4 Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Thu, 25 Jan 2024 11:02:26 +0400 Subject: [PATCH 10/49] refactor: changed name of the client backends --- src/qibo/backends/__init__.py | 16 +++++++++------- src/qibo/models/circuit.py | 2 +- 2 files changed, 10 insertions(+), 8 deletions(-) diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index 36578a1d55..87ba3eff59 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -8,7 +8,7 @@ from qibo.config import log, raise_error -def construct_backend(backend, platform=None, runcard=None, token=None): +def construct_backend(backend, platform=None, runcard=None, token=None, provider=None): if backend == "qibojit": from qibojit.backends import CupyBackend, CuQuantumBackend, NumbaBackend @@ -41,18 +41,18 @@ def construct_backend(backend, platform=None, runcard=None, token=None): else: platform = construct_backend(platform) return CliffordBackend(platform) - elif backend == "qibo_client": # pragma: no cover + elif backend == "qibo": # pragma: no cover from qibo_cloud_backends.backends.qibo_client import ( # pylint: disable=E0401 QiboClientBackend, ) - return QiboClientBackend(platform=platform, runcard=runcard, token=token) - elif backend == "qiskit_client": # pragma: no cover + return QiboClientBackend(platform=platform, provider=provider, token=token) + elif backend == "qiskit": # pragma: no cover from qibo_cloud_backends.backends.qiskit_client import ( # pylint: disable=E0401 QiskitClientBackend, ) - return QiskitClientBackend(platform=platform, runcard=runcard, token=token) + return QiskitClientBackend(platform=platform, provider=provider, token=token) else: # pragma: no cover raise_error(ValueError, f"Backend {backend} is not available.") @@ -95,14 +95,16 @@ def __new__(cls): @classmethod def set_backend( - cls, backend, platform=None, runcard=None, token=None + cls, backend, platform=None, runcard=None, token=None, provider=None ): # pragma: no cover if ( cls._instance is None or cls._instance.name != backend or cls._instance.platform != platform ): - cls._instance = construct_backend(backend, platform, runcard) + cls._instance = construct_backend( + backend, platform, runcard, token, provider + ) log.info(f"Using {cls._instance} backend on {cls._instance.device}") diff --git a/src/qibo/models/circuit.py b/src/qibo/models/circuit.py index a966ec077c..91c1020ee4 100644 --- a/src/qibo/models/circuit.py +++ b/src/qibo/models/circuit.py @@ -1137,7 +1137,7 @@ def to_qasm(self): from qibo import __version__ code = [f"// Generated by QIBO {__version__}"] - code += ["OPENQASM 3.0;"] + code += ["OPENQASM 2.0;"] code += ['include "qelib1.inc";'] code += [f"qreg q[{self.nqubits}];"] From 932ffc77b2ae5c357d5fce950caf0475684f2522 Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Thu, 25 Jan 2024 11:19:42 +0400 Subject: [PATCH 11/49] fix: reverted to qasm 2.0 --- tests/test_models_circuit.py | 2 +- tests/test_models_circuit_qasm.py | 70 +++++++++++++------------- tests/test_models_circuit_qasm_cirq.py | 12 ++--- 3 files changed, 42 insertions(+), 42 deletions(-) diff --git a/tests/test_models_circuit.py b/tests/test_models_circuit.py index 516f1db70c..ca8b191d6d 100644 --- a/tests/test_models_circuit.py +++ b/tests/test_models_circuit.py @@ -338,7 +338,7 @@ def test_circuit_light_cone(): c.add(gates.CZ(0, nqubits - 1)) sc, qubit_map = c.light_cone(4, 5) target_qasm = f"""// Generated by QIBO {__version__} -OPENQASM 3.0; +OPENQASM 2.0; include "qelib1.inc"; qreg q[6]; ry(0) q[0]; diff --git a/tests/test_models_circuit_qasm.py b/tests/test_models_circuit_qasm.py index 019588c1b9..3a99d71d7a 100644 --- a/tests/test_models_circuit_qasm.py +++ b/tests/test_models_circuit_qasm.py @@ -16,7 +16,7 @@ def assert_strings_equal(a, b): def test_empty(): c = Circuit(2) target = f"""// Generated by QIBO {__version__} -OPENQASM 3.0; +OPENQASM 2.0; include "qelib1.inc"; qreg q[2];""" assert_strings_equal(c.to_qasm(), target) @@ -27,7 +27,7 @@ def test_simple(): c.add(gates.H(0)) c.add(gates.H(1)) target = f"""// Generated by QIBO {__version__} -OPENQASM 3.0; +OPENQASM 2.0; include "qelib1.inc"; qreg q[2]; h q[0]; @@ -47,7 +47,7 @@ def test_singlequbit_gates(): c.add(gates.TDG(1)) c.add(gates.I(0)) target = f"""// Generated by QIBO {__version__} -OPENQASM 3.0; +OPENQASM 2.0; include "qelib1.inc"; qreg q[2]; h q[0]; @@ -80,7 +80,7 @@ def test_multiqubit_gates(): c.add(gates.X(0).controlled_by(1)) # `controlled_by` here falls back to CNOT and should work target = f"""// Generated by QIBO {__version__} -OPENQASM 3.0; +OPENQASM 2.0; include "qelib1.inc"; qreg q[2]; h q[0]; @@ -100,7 +100,7 @@ def test_toffoli(): c.add(gates.Z(2)) c.add(gates.TOFFOLI(1, 2, 0)) target = f"""// Generated by QIBO {__version__} -OPENQASM 3.0; +OPENQASM 2.0; include "qelib1.inc"; qreg q[3]; y q[0]; @@ -117,7 +117,7 @@ def test_parametrized_gate(): c.add(gates.Y(0)) c.add(gates.RY(1, 0.1234)) target = f"""// Generated by QIBO {__version__} -OPENQASM 3.0; +OPENQASM 2.0; include "qelib1.inc"; qreg q[2]; y q[0]; @@ -131,7 +131,7 @@ def test_cu1(): c.add(gates.RZ(1, 0.4321)) c.add(gates.CU1(0, 1, 0.567)) target = f"""// Generated by QIBO {__version__} -OPENQASM 3.0; +OPENQASM 2.0; include "qelib1.inc"; qreg q[2]; rx(0.1234) q[0]; @@ -148,7 +148,7 @@ def test_ugates(): c.add(gates.CU1(0, 1, 0.7)) c.add(gates.CU3(2, 1, 0.2, 0.3, 0.4)) target = f"""// Generated by QIBO {__version__} -OPENQASM 3.0; +OPENQASM 2.0; include "qelib1.inc"; qreg q[3]; rx(0.1) q[0]; @@ -171,7 +171,7 @@ def test_crotations(): c.add(gates.CRX(0, 2, 0.5)) c.add(gates.RY(1, 0.3).controlled_by(2)) target = f"""// Generated by QIBO {__version__} -OPENQASM 3.0; +OPENQASM 2.0; include "qelib1.inc"; qreg q[3]; rx(0.1) q[0]; @@ -192,7 +192,7 @@ def test_measurements(): c.add(gates.Y(1)) c.add(gates.M(0, 1)) target = f"""// Generated by QIBO {__version__} -OPENQASM 3.0; +OPENQASM 2.0; include "qelib1.inc"; qreg q[2]; creg register0[2]; @@ -208,7 +208,7 @@ def test_multiple_measurements(): c.add(gates.M(0, 2, 4, register_name="a")) c.add(gates.M(1, 3, register_name="b")) target = f"""// Generated by QIBO {__version__} -OPENQASM 3.0; +OPENQASM 2.0; include "qelib1.inc"; qreg q[5]; creg a[3]; @@ -231,7 +231,7 @@ def test_capital_in_register_name_error(): def test_from_qasm_multiqubit_gates(): target = f"""// Generated by QIBO {__version__} -OPENQASM 3.0; +OPENQASM 2.0; include "qelib1.inc"; qreg q[3]; cx q[0],q[2]; @@ -257,7 +257,7 @@ def test_from_qasm_multiqubit_gates(): def test_from_qasm_singlequbit_gates(): target = f"""// Generated by QIBO {__version__} -OPENQASM 3.0; +OPENQASM 2.0; include "qelib1.inc"; qreg q[2]; h q[0]; @@ -295,7 +295,7 @@ def test_from_qasm_singlequbit_gates(): def test_from_qasm_multiple_qregs(): target = f"""// Generated by QIBO {__version__} -OPENQASM 3.0; +OPENQASM 2.0; include "qelib1.inc"; qreg a[2],b[1]; cx a[0],b[0]; @@ -319,7 +319,7 @@ def test_from_qasm_multiple_qregs(): def test_from_qasm_ugates(): - target = """OPENQASM 3.0; + target = """OPENQASM 2.0; qreg q[2]; u1(0.1) q[0]; u2(0.2,0.6) q[1]; @@ -335,7 +335,7 @@ def test_from_qasm_ugates(): def test_from_qasm_crotations(): - target = """OPENQASM 3.0; + target = """OPENQASM 2.0; qreg q[2]; crx(0.1) q[0],q[1]; crz(0.3) q[1],q[0]; @@ -351,7 +351,7 @@ def test_from_qasm_crotations(): def test_from_qasm_parametrized_gates(): - target = """OPENQASM 3.0; + target = """OPENQASM 2.0; qreg q[2]; rx(0.1234) q[0]; rz(0.4321) q[1]; @@ -367,7 +367,7 @@ def test_from_qasm_parametrized_gates(): def test_from_qasm_pi_half(): - target = """OPENQASM 3.0; + target = """OPENQASM 2.0; include "qelib1.inc"; qreg q[1]; rx(pi/2) q[0];""" @@ -384,7 +384,7 @@ def test_from_qasm_invalid_script(): c = Circuit.from_qasm(target) # Qubit index out of range - target = """OPENQASM 3.0; + target = """OPENQASM 2.0; qreg q[2]; x q[2]; """ @@ -392,14 +392,14 @@ def test_from_qasm_invalid_script(): c = Circuit.from_qasm(target) # Invalid qubit index - target = """OPENQASM 3.0; + target = """OPENQASM 2.0; qreg q[a]; """ with pytest.raises(ValueError): c = Circuit.from_qasm(target) # Undefined qubit - target = """OPENQASM 3.0; + target = """OPENQASM 2.0; qreg q[2]; x a[0]; """ @@ -407,7 +407,7 @@ def test_from_qasm_invalid_script(): c = Circuit.from_qasm(target) # Invalid command `test` - target = """OPENQASM 3.0; + target = """OPENQASM 2.0; test q[2]; """ with pytest.raises(ValueError): @@ -415,7 +415,7 @@ def test_from_qasm_invalid_script(): def test_from_qasm_measurements(): - target = """OPENQASM 3.0; + target = """OPENQASM 2.0; include "qelib1.inc"; qreg q[5]; creg a[3]; @@ -433,7 +433,7 @@ def test_from_qasm_measurements(): def test_from_qasm_measurements_order(): - target = """OPENQASM 3.0; + target = """OPENQASM 2.0; include "qelib1.inc"; qreg q[5]; creg a[3]; @@ -450,7 +450,7 @@ def test_from_qasm_measurements_order(): def test_from_qasm_invalid_measurements(): # Undefined qubit - target = """OPENQASM 3.0; + target = """OPENQASM 2.0; qreg q[2]; creg a[2]; measure q[2] -> a[0];""" @@ -458,7 +458,7 @@ def test_from_qasm_invalid_measurements(): c = Circuit.from_qasm(target) # Undefined register - target = """OPENQASM 3.0; + target = """OPENQASM 2.0; qreg q[2]; creg a[2]; measure q[0] -> b[0];""" @@ -466,7 +466,7 @@ def test_from_qasm_invalid_measurements(): c = Circuit.from_qasm(target) # Register index out of range - target = """OPENQASM 3.0; + target = """OPENQASM 2.0; qreg q[2]; creg a[2]; measure q[0] -> a[2];""" @@ -474,7 +474,7 @@ def test_from_qasm_invalid_measurements(): c = Circuit.from_qasm(target) # Reuse classical register - target = """OPENQASM 3.0; + target = """OPENQASM 2.0; qreg q[2]; creg a[2]; measure q[0] -> a[1]; @@ -483,7 +483,7 @@ def test_from_qasm_invalid_measurements(): c = Circuit.from_qasm(target) # Invalid measurement command - target = """OPENQASM 3.0; + target = """OPENQASM 2.0; qreg q[2]; creg a[2]; measure q[0] -> a[1] -> a[0];""" @@ -493,7 +493,7 @@ def test_from_qasm_invalid_measurements(): def test_from_qasm_invalid_parametrized_gates(): # Parametrize non-parametrized gate - target = """OPENQASM 3.0; + target = """OPENQASM 2.0; qreg q[2]; x(0.1234) q[0]; """ @@ -501,7 +501,7 @@ def test_from_qasm_invalid_parametrized_gates(): c = Circuit.from_qasm(target) # Failure to give theta value for parametrized gate - target = """OPENQASM 3.0; + target = """OPENQASM 2.0; qreg q[2]; rx q[0]; """ @@ -509,7 +509,7 @@ def test_from_qasm_invalid_parametrized_gates(): c = Circuit.from_qasm(target) # Invalid parameter value - target = """OPENQASM 3.0; + target = """OPENQASM 2.0; qreg q[2]; rx(0.123a) q[0]; """ @@ -517,7 +517,7 @@ def test_from_qasm_invalid_parametrized_gates(): c = Circuit.from_qasm(target) # Invalid parenthesis use - target = """OPENQASM 3.0; + target = """OPENQASM 2.0; qreg q[2]; rx(0.123)(0.25)(0) q[0]; """ @@ -526,7 +526,7 @@ def test_from_qasm_invalid_parametrized_gates(): def test_from_qasm_empty_spaces(): - target = """OPENQASM 3.0; qreg q[2]; + target = """OPENQASM 2.0; qreg q[2]; creg a[2]; h q[0];x q[1]; cx q[0], q[1]; measure q[0] -> a[0];measure q[1]->a[1];""" c = Circuit.from_qasm(target) @@ -539,7 +539,7 @@ def test_from_qasm_empty_spaces(): def test_from_qasm_gate_command(): - target = """OPENQASM 3.0; + target = """OPENQASM 2.0; include "qelib1.inc"; gate bob(theta,alpha) q0,q1 { h q1; cx q0,q1; rz(theta) q1; rx(alpha) q0; h q1; } gate alice q0,q1 { bob(pi/4,pi) q0,q1; x q0; bob(-pi/4,pi/2) q0,q1; } diff --git a/tests/test_models_circuit_qasm_cirq.py b/tests/test_models_circuit_qasm_cirq.py index b422b459dd..0c332d25bb 100644 --- a/tests/test_models_circuit_qasm_cirq.py +++ b/tests/test_models_circuit_qasm_cirq.py @@ -65,7 +65,7 @@ def test_singlequbit_gates_cirq(backend): c1.add(gates.I(0)) final_state_c1 = backend.execute_circuit(c1).state() - c2 = circuit_from_qasm(c1.to_qasm().replace("OPENQASM 3.0", "OPENQASM 2.0")) + c2 = circuit_from_qasm(c1.to_qasm()) c2depth = len(cirq.Circuit(c2.all_operations())) assert c1.depth == c2depth final_state_c2 = ( @@ -88,7 +88,7 @@ def test_multiqubit_gates_cirq(backend): c1.add(gates.X(0).controlled_by(1)) final_state_c1 = backend.execute_circuit(c1).state() - c2 = circuit_from_qasm(c1.to_qasm().replace("OPENQASM 3.0", "OPENQASM 2.0")) + c2 = circuit_from_qasm(c1.to_qasm()) c2depth = len(cirq.Circuit(c2.all_operations())) assert c1.depth == c2depth final_state_c2 = ( @@ -112,7 +112,7 @@ def test_toffoli_cirq(backend): c1.add(gates.TOFFOLI(1, 2, 0)) final_state_c1 = backend.execute_circuit(c1).state() - c2 = circuit_from_qasm(c1.to_qasm().replace("OPENQASM 3.0", "OPENQASM 2.0")) + c2 = circuit_from_qasm(c1.to_qasm()) c2depth = len(cirq.Circuit(c2.all_operations())) assert c1.depth == c2depth final_state_c2 = ( @@ -132,7 +132,7 @@ def test_parametrized_gate_cirq(backend): c1.add(gates.RY(1, 0.1234)) final_state_c1 = backend.execute_circuit(c1).state() - c2 = circuit_from_qasm(c1.to_qasm().replace("OPENQASM 3.0", "OPENQASM 2.0")) + c2 = circuit_from_qasm(c1.to_qasm()) c2depth = len(cirq.Circuit(c2.all_operations())) assert c1.depth == c2depth final_state_c2 = ( @@ -152,7 +152,7 @@ def test_cu1_cirq(): c1.add(gates.CU1(0, 1, 0.567)) # catches unknown gate "cu1" with pytest.raises(exception.QasmException): - c2 = circuit_from_qasm(c1.to_qasm().replace("OPENQASM 3.0", "OPENQASM 2.0")) + c2 = circuit_from_qasm(c1.to_qasm()) def test_ugates_cirq(backend): @@ -162,7 +162,7 @@ def test_ugates_cirq(backend): c1.add(gates.U2(2, 0.5, 0.6)) final_state_c1 = backend.execute_circuit(c1).state() - c2 = circuit_from_qasm(c1.to_qasm().replace("OPENQASM 3.0", "OPENQASM 2.0")) + c2 = circuit_from_qasm(c1.to_qasm()) c2depth = len(cirq.Circuit(c2.all_operations())) assert c1.depth == c2depth final_state_c2 = ( From 47285899dc3c468f6d5d0a377f591fd70bc79bb0 Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Fri, 26 Jan 2024 10:00:58 +0400 Subject: [PATCH 12/49] fix: small update --- src/qibo/backends/__init__.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index 87ba3eff59..7dfc9bc958 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -42,13 +42,13 @@ def construct_backend(backend, platform=None, runcard=None, token=None, provider platform = construct_backend(platform) return CliffordBackend(platform) elif backend == "qibo": # pragma: no cover - from qibo_cloud_backends.backends.qibo_client import ( # pylint: disable=E0401 + from qibo_cloud_backends.qibo_client import ( # pylint: disable=E0401 QiboClientBackend, ) return QiboClientBackend(platform=platform, provider=provider, token=token) elif backend == "qiskit": # pragma: no cover - from qibo_cloud_backends.backends.qiskit_client import ( # pylint: disable=E0401 + from qibo_cloud_backends.qiskit_client import ( # pylint: disable=E0401 QiskitClientBackend, ) @@ -142,8 +142,8 @@ def get_backend(): return str(GlobalBackend()) -def set_backend(backend, platform=None, runcard=None, token=None): - GlobalBackend.set_backend(backend, platform, runcard, token) +def set_backend(backend, platform=None, runcard=None, token=None, provider=None): + GlobalBackend.set_backend(backend, platform, runcard, token, provider) def get_precision(): From e0941351834027d8a6a2dce6582279e35b2bfc02 Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Wed, 31 Jan 2024 12:04:27 +0400 Subject: [PATCH 13/49] test: removed string replace --- tests/test_models_circuit_qasm_cirq.py | 2 +- tests/test_quantum_info_clifford.py | 4 ++++ 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/tests/test_models_circuit_qasm_cirq.py b/tests/test_models_circuit_qasm_cirq.py index 0c332d25bb..ea9634d83d 100644 --- a/tests/test_models_circuit_qasm_cirq.py +++ b/tests/test_models_circuit_qasm_cirq.py @@ -38,7 +38,7 @@ def test_simple_cirq(backend): c1.add(gates.H(1)) final_state_c1 = backend.execute_circuit(c1).state() - c2 = circuit_from_qasm(c1.to_qasm().replace("OPENQASM 3.0", "OPENQASM 2.0")) + c2 = circuit_from_qasm(c1.to_qasm()) c2depth = len(cirq.Circuit(c2.all_operations())) assert c1.depth == c2depth final_state_c2 = ( diff --git a/tests/test_quantum_info_clifford.py b/tests/test_quantum_info_clifford.py index 3290aefc31..7812595812 100644 --- a/tests/test_quantum_info_clifford.py +++ b/tests/test_quantum_info_clifford.py @@ -107,6 +107,10 @@ def test_clifford_to_circuit(backend, nqubits, algorithm): symplectic_matrix_compiled, engine=backend ).symplectic_matrix + print(symplectic_matrix_from_symplectic == symplectic_matrix_original) + print( + (~symplectic_matrix_from_symplectic == symplectic_matrix_original).nonzero() + ) backend.assert_allclose( symplectic_matrix_from_symplectic, symplectic_matrix_original ) From a27fd97306fc579de12593c26011b7d8ea66ef50 Mon Sep 17 00:00:00 2001 From: BrunoLiegiBastonLiegi <45011234+BrunoLiegiBastonLiegi@users.noreply.github.com> Date: Wed, 31 Jan 2024 15:20:55 +0400 Subject: [PATCH 14/49] Update src/qibo/models/circuit.py Co-authored-by: Alessandro Candido --- src/qibo/models/circuit.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/qibo/models/circuit.py b/src/qibo/models/circuit.py index 91c1020ee4..36a923742b 100644 --- a/src/qibo/models/circuit.py +++ b/src/qibo/models/circuit.py @@ -1249,7 +1249,7 @@ def read_args(args): yield name, int(index) # Remove comment lines - lines = [line for line in qasm_code.split("\n") if line and line[:2] != "//"] + lines = [line for line in qasm_code.splitlines() if line and line[:2] != "//"] if not re.search(r"^OPENQASM [0-9]+\.[0-9]+", lines[0]): raise_error( From c6947270bd12e9aa025078faa343da28e4c17efb Mon Sep 17 00:00:00 2001 From: BrunoLiegiBastonLiegi <45011234+BrunoLiegiBastonLiegi@users.noreply.github.com> Date: Wed, 31 Jan 2024 15:21:47 +0400 Subject: [PATCH 15/49] Update src/qibo/models/circuit.py Co-authored-by: Alessandro Candido --- src/qibo/models/circuit.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/qibo/models/circuit.py b/src/qibo/models/circuit.py index 36a923742b..b9fb251353 100644 --- a/src/qibo/models/circuit.py +++ b/src/qibo/models/circuit.py @@ -1268,7 +1268,7 @@ def read_args(args): composite_gates = {} # composite gates created with the "gate" command def parse_line(line): - line = line.replace(r"/\s\s+/g", " ").replace(r"^[\s]+", "") + line = line.replace(r"/\s{2,}/g", " ").replace(r"^[\s]+", "") command, *args = line.split(" ") args = " ".join(args) if args[-1] == ";": From 8f059eaa99ab6af682ab405c20148abf6ddb81dd Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Wed, 31 Jan 2024 15:24:22 +0400 Subject: [PATCH 16/49] fix: removed print --- tests/test_quantum_info_clifford.py | 4 ---- 1 file changed, 4 deletions(-) diff --git a/tests/test_quantum_info_clifford.py b/tests/test_quantum_info_clifford.py index 7812595812..3290aefc31 100644 --- a/tests/test_quantum_info_clifford.py +++ b/tests/test_quantum_info_clifford.py @@ -107,10 +107,6 @@ def test_clifford_to_circuit(backend, nqubits, algorithm): symplectic_matrix_compiled, engine=backend ).symplectic_matrix - print(symplectic_matrix_from_symplectic == symplectic_matrix_original) - print( - (~symplectic_matrix_from_symplectic == symplectic_matrix_original).nonzero() - ) backend.assert_allclose( symplectic_matrix_from_symplectic, symplectic_matrix_original ) From ed790c28732e2708afbd5529b6d62e3d5742a0bf Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Thu, 1 Feb 2024 12:41:28 +0400 Subject: [PATCH 17/49] refactor: renamed qibo-cloud backend --- src/qibo/backends/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index 7dfc9bc958..bfe07af915 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -41,7 +41,7 @@ def construct_backend(backend, platform=None, runcard=None, token=None, provider else: platform = construct_backend(platform) return CliffordBackend(platform) - elif backend == "qibo": # pragma: no cover + elif backend == "qibo-cloud": # pragma: no cover from qibo_cloud_backends.qibo_client import ( # pylint: disable=E0401 QiboClientBackend, ) From c8f3da1533624ada3049d70cc408b735dc5636f9 Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Wed, 7 Feb 2024 16:54:25 +0400 Subject: [PATCH 18/49] refactor: added **kwargs --- src/qibo/backends/__init__.py | 28 +++++++++++++--------------- 1 file changed, 13 insertions(+), 15 deletions(-) diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index d9739706f4..3f376c3cee 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -8,7 +8,7 @@ from qibo.config import log, raise_error -def construct_backend(backend, platform=None, token=None, provider=None): +def construct_backend(backend, **kwargs): if backend == "qibojit": from qibojit.backends import CupyBackend, CuQuantumBackend, NumbaBackend @@ -33,26 +33,26 @@ def construct_backend(backend, platform=None, token=None, provider=None): elif backend == "qibolab": # pragma: no cover from qibolab.backends import QibolabBackend # pylint: disable=E0401 - return QibolabBackend(platform) + return QibolabBackend(**kwargs) elif backend == "clifford": - if platform is not None: # pragma: no cover - if platform in ("cupy", "numba", "cuquantum"): - platform = construct_backend("qibojit", platform=platform) - else: - platform = construct_backend(platform) + platform = kwargs.get("platform") + if platform in ("cupy", "numba", "cuquantum"): + platform = construct_backend("qibojit", platform=platform) + elif platform == "numpy": + platform = construct_backend(platform) return CliffordBackend(platform) elif backend == "qibo-cloud": # pragma: no cover from qibo_cloud_backends.qibo_client import ( # pylint: disable=E0401 QiboClientBackend, ) - return QiboClientBackend(platform=platform, provider=provider, token=token) + return QiboClientBackend(**kwargs) elif backend == "qiskit": # pragma: no cover from qibo_cloud_backends.qiskit_client import ( # pylint: disable=E0401 QiskitClientBackend, ) - return QiskitClientBackend(platform=platform, provider=provider, token=token) + return QiskitClientBackend(**kwargs) else: # pragma: no cover raise_error(ValueError, f"Backend {backend} is not available.") @@ -94,15 +94,13 @@ def __new__(cls): return cls._instance @classmethod - def set_backend( - cls, backend, platform=None, token=None, provider=None - ): # pragma: no cover + def set_backend(cls, backend, **kwargs): # pragma: no cover if ( cls._instance is None or cls._instance.name != backend or cls._instance.platform != platform ): - cls._instance = construct_backend(backend, platform, token, provider) + cls._instance = construct_backend(backend, **kwargs) log.info(f"Using {cls._instance} backend on {cls._instance.device}") @@ -142,8 +140,8 @@ def get_backend(): return str(GlobalBackend()) -def set_backend(backend, platform=None, token=None, provider=None): - GlobalBackend.set_backend(backend, platform, token, provider) +def set_backend(backend, **kwargs): + GlobalBackend.set_backend(backend, **kwargs) def get_precision(): From 363787f69c65cb899f2bbab8e6f2314fe2d242ab Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Fri, 9 Feb 2024 10:25:10 +0400 Subject: [PATCH 19/49] fix: fix to set_backend --- src/qibo/backends/__init__.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index 3f376c3cee..7cbae0495b 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -12,6 +12,7 @@ def construct_backend(backend, **kwargs): if backend == "qibojit": from qibojit.backends import CupyBackend, CuQuantumBackend, NumbaBackend + platform = kwargs.get("platform") if platform == "cupy": # pragma: no cover return CupyBackend() elif platform == "cuquantum": # pragma: no cover @@ -98,7 +99,7 @@ def set_backend(cls, backend, **kwargs): # pragma: no cover if ( cls._instance is None or cls._instance.name != backend - or cls._instance.platform != platform + or cls._instance.platform != kwargs.get("platform") ): cls._instance = construct_backend(backend, **kwargs) log.info(f"Using {cls._instance} backend on {cls._instance.device}") From a926f7896ee082fd532e96fb6e7cd4d7f02a74fe Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Fri, 9 Feb 2024 10:58:03 +0400 Subject: [PATCH 20/49] fix: pylint fix --- src/qibo/backends/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index 7cbae0495b..3483ee45df 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -78,7 +78,7 @@ def __new__(cls): if backend: # pragma: no cover # Create backend specified by user platform = os.environ.get("QIBO_PLATFORM") - cls._instance = construct_backend(backend, platform) + cls._instance = construct_backend(backend, platform=platform) else: # Create backend according to default order for kwargs in cls._default_order: From 6ca949ae65e45bef5b9f4a49abe84a10dc34a740 Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Fri, 23 Feb 2024 11:22:07 +0400 Subject: [PATCH 21/49] feat: added reference to qibo-cloud-backends docs in qibo api-ref + added optional cloud group in poetry --- doc/source/api-reference/qibo.rst | 6 + poetry.lock | 1518 +++++++++++++++-------------- pyproject.toml | 6 + 3 files changed, 778 insertions(+), 752 deletions(-) diff --git a/doc/source/api-reference/qibo.rst b/doc/source/api-reference/qibo.rst index 3457ad0c0c..ac60b789d8 100644 --- a/doc/source/api-reference/qibo.rst +++ b/doc/source/api-reference/qibo.rst @@ -2414,3 +2414,9 @@ Alternatively, a Clifford circuit can also be executed starting from the :class: .. autoclass:: qibo.backends.clifford.CliffordBackend :members: :member-order: bysource + + +Cloud Backends +^^^^^^^^^^^^^^ + +Additional backends, that support the remote execution of quantum circuits through cloud service providers, are provided by the optional qibo plugin `qibo-cloud-backends `_. For more information please refer to the `official documentation `_. diff --git a/poetry.lock b/poetry.lock index d9f70f1364..5f03f13967 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,36 +1,36 @@ -# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. 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"jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"] +testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"] + +[metadata] +lock-version = "2.0" +python-versions = ">=3.9,<3.12" +content-hash = "959e04d29262ffa053fe0aeaafebd9052554a07a884471d94053e94f7ee3c707" From e969eff7eacaa17773382d4f3ce5519fd5959077 Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Tue, 27 Feb 2024 14:55:46 +0400 Subject: [PATCH 23/49] feat: implemented MetaBackend --- src/qibo/backends/__init__.py | 99 ++++++++++++++++++----------------- 1 file changed, 51 insertions(+), 48 deletions(-) diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index 3483ee45df..6280629ee2 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -1,4 +1,5 @@ import os +from importlib import import_module from qibo.backends.abstract import Backend from qibo.backends.clifford import CliffordBackend @@ -7,55 +8,57 @@ from qibo.backends.tensorflow import TensorflowBackend from qibo.config import log, raise_error - -def construct_backend(backend, **kwargs): - if backend == "qibojit": - from qibojit.backends import CupyBackend, CuQuantumBackend, NumbaBackend - - platform = kwargs.get("platform") - if platform == "cupy": # pragma: no cover - return CupyBackend() - elif platform == "cuquantum": # pragma: no cover - return CuQuantumBackend() - elif platform == "numba": - return NumbaBackend() - else: # pragma: no cover +QIBO_NATIVE_BACKENDS = ("numpy", "tensorflow") +QIBO_NON_NATIVE_BACKENDS = ("qibojit", "qibolab", "qibocloud") + + +class MetaBackend: + """Meta-backend class which takes care of loading the qibo backends.""" + + @staticmethod + def load(backend: str, **kwargs) -> Backend: + """Loads the backend. + + Args: + backend (str): Name of the backend to load. + kwargs (dict): Additional arguments for the non-native qibo backends. + Returns: + qibo.backends.abstract.Backend: The loaded backend. + """ + + if backend == "numpy": + return NumpyBackend() + elif backend == "tensorflow": + return TensorflowBackend() + elif backend == "clifford": + return CliffordBackend(**kwargs) + elif backend in QIBO_NON_NATIVE_BACKENDS: + module = import_module(backend) + return getattr(module, "MetaBackend").load(**kwargs) + else: + raise_error( + ValueError, + f"Backend {backend} is not available. To check which backend is installed use `qibo.list_available_backends()`.", + ) + + def list_available(self) -> dict: + """Lists all the available qibo backends.""" + available_backends = {} + for backend in QIBO_NATIVE_BACKENDS: try: - return CupyBackend() - except (ModuleNotFoundError, ImportError): - return NumbaBackend() - - elif backend == "tensorflow": - return TensorflowBackend() - - elif backend == "numpy": - return NumpyBackend() - - elif backend == "qibolab": # pragma: no cover - from qibolab.backends import QibolabBackend # pylint: disable=E0401 - - return QibolabBackend(**kwargs) - elif backend == "clifford": - platform = kwargs.get("platform") - if platform in ("cupy", "numba", "cuquantum"): - platform = construct_backend("qibojit", platform=platform) - elif platform == "numpy": - platform = construct_backend(platform) - return CliffordBackend(platform) - elif backend == "qibo-cloud": # pragma: no cover - from qibo_cloud_backends.qibo_client import ( # pylint: disable=E0401 - QiboClientBackend, - ) - - return QiboClientBackend(**kwargs) - elif backend == "qiskit": # pragma: no cover - from qibo_cloud_backends.qiskit_client import ( # pylint: disable=E0401 - QiskitClientBackend, - ) - - return QiskitClientBackend(**kwargs) - else: # pragma: no cover - raise_error(ValueError, f"Backend {backend} is not available.") + MetaBackend.load(backend) + available = True + except: + available = False + available_backends[backend] = available + for backend in QIBO_NON_NATIVE_BACKENDS: + try: + module = import_module(backend) + available = getattr(module, "MetaBackend")().list_available() + except: + available = False + available_backends.update({backend: available}) + return available_backends class GlobalBackend(NumpyBackend): From 39567699866bd63a2d5ae6c99f11f970f7822a44 Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Mon, 25 Mar 2024 17:01:10 +0400 Subject: [PATCH 24/49] fix: removed construct_backend + ix conflicts + updated dependencies --- doc/source/api-reference/qibo.rst | 4 - poetry.lock | 1133 ++++++++++++------ pyproject.toml | 8 +- src/qibo/backends/__init__.py | 8 +- src/qibo/result.py | 6 +- tests/conftest.py | 4 +- tests/test_models_circuit_backpropagation.py | 4 +- tests/test_models_circuit_parametrized.py | 4 +- tests/test_models_error_mitigation.py | 4 +- 9 files changed, 805 insertions(+), 370 deletions(-) diff --git a/doc/source/api-reference/qibo.rst b/doc/source/api-reference/qibo.rst index c7e2d93083..29d059ee29 100644 --- a/doc/source/api-reference/qibo.rst +++ b/doc/source/api-reference/qibo.rst @@ -2472,12 +2472,8 @@ Alternatively, a Clifford circuit can also be executed starting from the :class: Cloud Backends ^^^^^^^^^^^^^^ -<<<<<<< HEAD -Additional backends, that support the remote execution of quantum circuits through cloud service providers, are provided by the optional qibo plugin `qibo-cloud-backends `_. For more information please refer to the `official documentation `_. -======= Additional backends that support the remote execution of quantum circuits through cloud service providers, such as IBM and QRC-TII, are provided by the optional qibo plugin `qibo-cloud-backends `_. For more information please refer to the `official documentation `_. ->>>>>>> master diff --git a/poetry.lock b/poetry.lock index 9ec00f75df..cd77dd7882 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. 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"https://github.com/qiboteam/qibojit.git", branch="list_backends" } qibotn = { git = "https://github.com/qiboteam/qibotn.git" } stim = "^1.12.0" @@ -87,7 +87,7 @@ optional = true [tool.poetry.group.cuda11.dependencies] cupy-cuda11x = "^12.0.0" cuquantum-python-cu11 = "^23.3.0" -qibojit = { git = "https://github.com/qiboteam/qibojit.git" } +qibojit = { git = "https://github.com/qiboteam/qibojit.git", branch="list_backends" } qibotn = { git = "https://github.com/qiboteam/qibotn.git" } [tool.poetry.group.cuda12] @@ -96,7 +96,7 @@ optional = true [tool.poetry.group.cuda12.dependencies] cupy-cuda12x = "^12.0.0" cuquantum-python-cu12 = "^23.3.0" -qibojit = { git = "https://github.com/qiboteam/qibojit.git" } +qibojit = { git = "https://github.com/qiboteam/qibojit.git", branch="list_backends" } qibotn = { git = "https://github.com/qiboteam/qibotn.git" } [tool.poetry.extras] @@ -108,7 +108,7 @@ qinfo = ["cvxpy", "stim"] optional = true [tool.poetry.group.cloud.dependencies] -qibo-cloud-backends = ">=0.0.1" +qibo-cloud-backends = { git = "https://github.com/qiboteam/qibo-cloud-backends.git", branch = "list_backends"} [tool.pylint.reports] output-format = "colorized" diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index 2d54deca74..110d329dd0 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -31,6 +31,8 @@ def load(backend: str, **kwargs) -> Backend: return NumpyBackend() elif backend == "tensorflow": return TensorflowBackend() + elif backend == "pytorch": + return PyTorchBackend() elif backend == "clifford": return CliffordBackend(**kwargs) elif backend in QIBO_NON_NATIVE_BACKENDS: @@ -83,12 +85,12 @@ def __new__(cls): if backend: # pragma: no cover # Create backend specified by user platform = os.environ.get("QIBO_PLATFORM") - cls._instance = construct_backend(backend, platform=platform) + cls._instance = MetaBackend.load(backend, platform=platform) else: # Create backend according to default order for kwargs in cls._default_order: try: - cls._instance = construct_backend(**kwargs) + cls._instance = MetaBackend.load(**kwargs) break except (ModuleNotFoundError, ImportError): pass @@ -106,7 +108,7 @@ def set_backend(cls, backend, **kwargs): # pragma: no cover or cls._instance.name != backend or cls._instance.platform != kwargs.get("platform") ): - cls._instance = construct_backend(backend, **kwargs) + cls._instance = MetaBackend.load(backend, **kwargs) log.info(f"Using {cls._instance} backend on {cls._instance.device}") diff --git a/src/qibo/result.py b/src/qibo/result.py index 934f156e39..6e9f4e2aa6 100644 --- a/src/qibo/result.py +++ b/src/qibo/result.py @@ -135,7 +135,7 @@ def from_dict(cls, payload: dict): Returns: :class:`qibo.result.QuantumState`: Quantum state object.. """ - backend = backends.construct_backend("numpy") + backend = backends.MetaBackend.load("numpy") return cls(payload.get("state"), backend=backend) @classmethod @@ -442,14 +442,14 @@ def from_dict(cls, payload: dict): Returns: A :class:`qibo.result.MeasurementOutcomes` object. """ - from qibo.backends import construct_backend + from qibo.backends import MetaBackend if payload["probabilities"] is not None and payload["samples"] is not None: warnings.warn( "Both `probabilities` and `samples` found, discarding the `probabilities` and building out of the `samples`." ) payload.pop("probabilities") - backend = construct_backend("numpy") + backend = MetaBackend.load("numpy") measurements = [gates.M.load(m) for m in payload.get("measurements")] return cls( measurements, diff --git a/tests/conftest.py b/tests/conftest.py index f320321576..e387ca0585 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -8,7 +8,7 @@ import pytest -from qibo.backends import construct_backend +from qibo.backends import MetaBackend # backends to be tested BACKENDS = [ @@ -32,7 +32,7 @@ def get_backend(backend_name): name, platform = backend_name.split("-") else: name, platform = backend_name, None - return construct_backend(name, platform=platform) + return MetaBackend.load(name, platform=platform) # ignore backends that are not available in the current testing environment diff --git a/tests/test_models_circuit_backpropagation.py b/tests/test_models_circuit_backpropagation.py index 12bccc215a..7b937bc6f8 100644 --- a/tests/test_models_circuit_backpropagation.py +++ b/tests/test_models_circuit_backpropagation.py @@ -8,9 +8,9 @@ def construct_tensorflow_backend(): try: - from qibo.backends import construct_backend + from qibo.backends import MetaBackend - backend = construct_backend("tensorflow") + backend = MetaBackend.load("tensorflow") except ModuleNotFoundError: # pragma: no cover pytest.skip( "Skipping backpropagation test because tensorflow is not available." diff --git a/tests/test_models_circuit_parametrized.py b/tests/test_models_circuit_parametrized.py index c9ac4990bc..f0b2ebac7f 100644 --- a/tests/test_models_circuit_parametrized.py +++ b/tests/test_models_circuit_parametrized.py @@ -219,9 +219,9 @@ def test_set_parameters_with_light_cone(backend, trainable): def test_variable_theta(): """Check that parametrized gates accept `tf.Variable` parameters.""" try: - from qibo.backends import construct_backend + from qibo.backends import MetaBackend - backend = construct_backend("tensorflow") + backend = MetaBackend.load("tensorflow") except ModuleNotFoundError: # pragma: no cover pytest.skip("Skipping variable test because tensorflow is not available.") diff --git a/tests/test_models_error_mitigation.py b/tests/test_models_error_mitigation.py index 3881b2b0db..72d81a4778 100644 --- a/tests/test_models_error_mitigation.py +++ b/tests/test_models_error_mitigation.py @@ -2,7 +2,7 @@ import pytest from qibo import Circuit, gates -from qibo.backends import construct_backend +from qibo.backends import MetaBackend from qibo.hamiltonians import SymbolicHamiltonian from qibo.models.error_mitigation import ( CDR, @@ -52,7 +52,7 @@ def get_circuit(nqubits, nmeas=None): return c -backend = construct_backend("numpy") +backend = MetaBackend.load("numpy") # # Generate random response matrices resp_matrix_1q = random_stochastic_matrix( 2, diagonally_dominant=True, seed=2, backend=backend From d04b5078888bb20dc19243b3bc678cec416be229 Mon Sep 17 00:00:00 2001 From: Andrea Papaluca Date: Mon, 25 Mar 2024 17:26:52 +0400 Subject: [PATCH 25/49] feat: added helper function to __init__ --- src/qibo/__init__.py | 2 ++ src/qibo/backends/__init__.py | 12 ++++++++++-- 2 files changed, 12 insertions(+), 2 deletions(-) diff --git a/src/qibo/__init__.py b/src/qibo/__init__.py index b895e37b0f..bcd912f1cc 100644 --- a/src/qibo/__init__.py +++ b/src/qibo/__init__.py @@ -14,10 +14,12 @@ solvers, ) from qibo.backends import ( + construct_backend, get_backend, get_device, get_precision, get_threads, + list_available_backends, matrices, set_backend, set_device, diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index 110d329dd0..d468ff7053 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -9,8 +9,8 @@ from qibo.backends.tensorflow import TensorflowBackend from qibo.config import log, raise_error -QIBO_NATIVE_BACKENDS = ("numpy", "tensorflow") -QIBO_NON_NATIVE_BACKENDS = ("qibojit", "qibolab", "qibocloud") +QIBO_NATIVE_BACKENDS = ("numpy", "tensorflow", "pytorch") +QIBO_NON_NATIVE_BACKENDS = ("qibojit", "qibolab", "qibocloud", "qibotn") class MetaBackend: @@ -194,3 +194,11 @@ def _check_backend(backend): return GlobalBackend() return backend + + +def list_available_backends(): + return MetaBackend().list_available() + + +def construct_backend(backend, **kwargs): + return MetaBackend.load(backend, **kwargs) From 5ce91e4771930e3142827f67f65a94fb1a65f76b Mon Sep 17 00:00:00 2001 From: BrunoLiegiBastonLiegi Date: Mon, 8 Apr 2024 17:48:34 +0200 Subject: [PATCH 26/49] build: updated lock --- poetry.lock | 682 ++++++++++++++++++++++++++-------------------------- 1 file changed, 341 insertions(+), 341 deletions(-) diff --git a/poetry.lock 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pointing to qibotn branch --- pyproject.toml | 6 +++--- src/qibo/backends/__init__.py | 2 ++ 2 files changed, 5 insertions(+), 3 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index aa0e8318ba..14ed94031f 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -70,7 +70,7 @@ matplotlib = "^3.7.0" tensorflow = { version = "^2.14.1,<2.16", markers = "sys_platform == 'linux'" } torch = "^2.1.1" qibojit = { git = "https://github.com/qiboteam/qibojit.git", branch="list_backends" } -qibotn = { git = "https://github.com/qiboteam/qibotn.git" } +qibotn = { git = "https://github.com/qiboteam/qibotn.git", branch="list_backends" } stim = "^1.12.0" [tool.poe.tasks] @@ -88,7 +88,7 @@ optional = true cupy-cuda11x = "^12.0.0" cuquantum-python-cu11 = "^23.3.0" qibojit = { git = "https://github.com/qiboteam/qibojit.git", branch="list_backends" } -qibotn = { git = "https://github.com/qiboteam/qibotn.git" } +qibotn = { git = "https://github.com/qiboteam/qibotn.git", branch="list_backends" } [tool.poetry.group.cuda12] optional = true @@ -97,7 +97,7 @@ optional = true cupy-cuda12x = "^12.0.0" cuquantum-python-cu12 = "^23.3.0" qibojit = { git = "https://github.com/qiboteam/qibojit.git", branch="list_backends" } -qibotn = { git = "https://github.com/qiboteam/qibotn.git" } +qibotn = { git = "https://github.com/qiboteam/qibotn.git", branch="list_backends" } [tool.poetry.extras] tensorflow = ["tensorflow"] diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index d468ff7053..cf6eebd189 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -34,6 +34,8 @@ def load(backend: str, **kwargs) -> Backend: elif backend == "pytorch": return PyTorchBackend() elif backend == "clifford": + engine = kwargs.pop("platform", None) + kwargs["engine"] = engine return CliffordBackend(**kwargs) elif backend in QIBO_NON_NATIVE_BACKENDS: module = import_module(backend) From 5785379c10730935f2c7d4140b9c76cc0ec3e50c Mon Sep 17 00:00:00 2001 From: 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b/tests/test_backends.py @@ -1,7 +1,7 @@ import numpy as np import pytest -from qibo import gates +from qibo import gates, list_available_backends, set_backend ####################### Test `matrix` ####################### GATES = [ @@ -122,3 +122,16 @@ def test_plus_density_matrix(backend): matrix = backend.plus_density_matrix(4) target_matrix = np.ones((16, 16)) / 16 backend.assert_allclose(matrix, target_matrix) + + +def test_list_available_backends(): + available_backends = { + "numpy": True, + "tensorflow": True, + "pytorch": True, + "qibojit": {"numba": True, "cupy": False, "cuquantum": False}, + "qibolab": False, + "qibocloud": False, + "qibotn": False, + } + assert available_backends == list_available_backends() From b944fdc0d5dad639efd3ddf7bbd9e780dc33cc8d Mon Sep 17 00:00:00 2001 From: BrunoLiegiBastonLiegi Date: Fri, 12 Apr 2024 19:51:08 +0200 Subject: [PATCH 31/49] build: lock update --- poetry.lock | 98 ++++------------------------------------------------- 1 file changed, 6 insertions(+), 92 deletions(-) diff --git a/poetry.lock b/poetry.lock index ad8c47a5db..50eb639c0e 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1196,8 +1196,11 @@ name = "docutils" version = "0.19" description = "Docutils -- Python Documentation Utilities" optional = false -python-versions = "*" -files = [] +python-versions = ">=3.7" +files = [ + {file = "docutils-0.19-py3-none-any.whl", hash = "sha256:5e1de4d849fee02c63b040a4a3fd567f4ab104defd8a5511fbbc24a8a017efbc"}, + {file = "docutils-0.19.tar.gz", hash = "sha256:33995a6753c30b7f577febfc2c50411fec6aac7f7ffeb7c4cfe5991072dcf9e6"}, +] [[package]] name = "duet" @@ -4163,91 +4166,6 @@ url = "https://github.com/qiboteam/qibotn.git" reference = "list_backends" resolved_reference = "72f4841e5cd2718a0a50e6915328e5413cac9c63" -[[package]] -name = "qiskit" -version = "1.0.2" -description = "An open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives." -optional = false 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available_backends = { "numpy": True, - "tensorflow": True, + "tensorflow": False, "pytorch": True, "qibojit": {"numba": True, "cupy": False, "cuquantum": False}, "qibolab": False, "qibocloud": False, - "qibotn": False, + "qibotn": {"cutensornet": False, "qutensornet": True}, } assert available_backends == list_available_backends() From 7da7080cb243ae46eb33afc4cc833641587aff68 Mon Sep 17 00:00:00 2001 From: BrunoLiegiBastonLiegi Date: Mon, 15 Apr 2024 16:13:10 +0200 Subject: [PATCH 33/49] test: setting tensorflow to True --- tests/test_backends.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test_backends.py b/tests/test_backends.py index 25a98330ea..cc0ef8eea3 100644 --- a/tests/test_backends.py +++ b/tests/test_backends.py @@ -127,7 +127,7 @@ def test_plus_density_matrix(backend): def test_list_available_backends(): available_backends = { "numpy": True, - "tensorflow": False, + "tensorflow": True, "pytorch": True, "qibojit": {"numba": True, "cupy": False, "cuquantum": False}, "qibolab": False, From 9c609ec122762a5cbe1b8d7ed5a67bdf56028895 Mon Sep 17 00:00:00 2001 From: BrunoLiegiBastonLiegi Date: Fri, 19 Apr 2024 16:21:08 +0200 Subject: [PATCH 34/49] fix: added different target for windows --- tests/test_backends.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/tests/test_backends.py b/tests/test_backends.py index cc0ef8eea3..331e96982f 100644 --- a/tests/test_backends.py +++ b/tests/test_backends.py @@ -1,3 +1,5 @@ +import platform + import numpy as np import pytest @@ -125,9 +127,10 @@ def test_plus_density_matrix(backend): def test_list_available_backends(): + tensorflow = False if platform.system() == "Windows" else True available_backends = { "numpy": True, - "tensorflow": True, + "tensorflow": tensorflow, "pytorch": True, "qibojit": {"numba": True, "cupy": False, "cuquantum": False}, "qibolab": False, From 90cbb10eefe6812493f492898e945d14942d1e82 Mon Sep 17 00:00:00 2001 From: BrunoLiegiBastonLiegi Date: Fri, 19 Apr 2024 17:26:59 +0200 Subject: [PATCH 35/49] fix: changed name of qibocloud --- src/qibo/backends/__init__.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index cf6eebd189..61551839d5 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -10,7 +10,7 @@ from qibo.config import log, raise_error QIBO_NATIVE_BACKENDS = ("numpy", "tensorflow", "pytorch") -QIBO_NON_NATIVE_BACKENDS = ("qibojit", "qibolab", "qibocloud", "qibotn") +QIBO_NON_NATIVE_BACKENDS = ("qibojit", "qibolab", "qibo-cloud-backends", "qibotn") class MetaBackend: @@ -38,7 +38,7 @@ def load(backend: str, **kwargs) -> Backend: kwargs["engine"] = engine return CliffordBackend(**kwargs) elif backend in QIBO_NON_NATIVE_BACKENDS: - module = import_module(backend) + module = import_module(backend.replace("-", "_")) return getattr(module, "MetaBackend").load(**kwargs) else: raise_error( From 24ce14dd55c7f341bb1d2fcd7682d8ff367607b8 Mon Sep 17 00:00:00 2001 From: BrunoLiegiBastonLiegi Date: Fri, 19 Apr 2024 17:47:29 +0200 Subject: [PATCH 36/49] fix: fix qibocloud name in test --- tests/test_backends.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test_backends.py b/tests/test_backends.py index 331e96982f..3a6c92e7ec 100644 --- a/tests/test_backends.py +++ b/tests/test_backends.py @@ -134,7 +134,7 @@ def test_list_available_backends(): "pytorch": True, "qibojit": {"numba": True, "cupy": False, "cuquantum": False}, "qibolab": False, - "qibocloud": False, + "qibo-cloud-backends": False, "qibotn": {"cutensornet": False, "qutensornet": True}, } assert available_backends == list_available_backends() From 13dff633bb6b540cbe042b2ca7df802dd43efbfa Mon Sep 17 00:00:00 2001 From: BrunoLiegiBastonLiegi Date: Mon, 22 Apr 2024 18:26:51 +0200 Subject: [PATCH 37/49] cov: added test for set_backend and construct_backend --- tests/test_backends.py | 13 ++++++++++++- 1 file changed, 12 insertions(+), 1 deletion(-) diff --git a/tests/test_backends.py b/tests/test_backends.py index 3a6c92e7ec..db534a71ca 100644 --- a/tests/test_backends.py +++ b/tests/test_backends.py @@ -3,7 +3,7 @@ import numpy as np import pytest -from qibo import gates, list_available_backends, set_backend +from qibo import construct_backend, gates, list_available_backends, set_backend ####################### Test `matrix` ####################### GATES = [ @@ -126,6 +126,17 @@ def test_plus_density_matrix(backend): backend.assert_allclose(matrix, target_matrix) +def test_set_backend_error(): + with pytest.raises(ValueError): + set_backend("non-existing-backend") + + +def test_construct_backend(backend): + assert isinstance( + construct_backend(backend.name, platform=backend.platform), backend.__class__ + ) + + def test_list_available_backends(): tensorflow = False if platform.system() == "Windows" else True available_backends = { From 9089c831451a9a26cdd9f8a2c074591f426bcb77 Mon Sep 17 00:00:00 2001 From: BrunoLiegiBastonLiegi Date: Tue, 23 Apr 2024 10:53:32 +0200 Subject: [PATCH 38/49] cov: ignoring two lines --- src/qibo/backends/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index 61551839d5..6d878b23d6 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -53,7 +53,7 @@ def list_available(self) -> dict: try: MetaBackend.load(backend) available = True - except: + except: # pragma: no cover available = False available_backends[backend] = available for backend in QIBO_NON_NATIVE_BACKENDS: From f43a6a1a7eea95c0da1ecb65a9c6d346ecfe0a0a Mon Sep 17 00:00:00 2001 From: BrunoLiegiBastonLiegi Date: Tue, 23 Apr 2024 12:05:43 +0200 Subject: [PATCH 39/49] fix: fix cloud backends name in import --- src/qibo/backends/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index 6d878b23d6..830f66c9a3 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -58,7 +58,7 @@ def list_available(self) -> dict: available_backends[backend] = available for backend in QIBO_NON_NATIVE_BACKENDS: try: - module = import_module(backend) + module = import_module(backend.replace("-", "_")) available = getattr(module, "MetaBackend")().list_available() except: available = False From be4b8d532db4ff61db1714bf9241630a1e0359d9 Mon Sep 17 00:00:00 2001 From: BrunoLiegiBastonLiegi Date: Thu, 25 Apr 2024 16:21:24 +0200 Subject: [PATCH 40/49] feat: simplified the metabackend object by moving the non native loading/listing to construct_backend and list_availabel_backends --- src/qibo/backends/__init__.py | 62 ++++++++++++-------- src/qibo/result.py | 6 +- tests/conftest.py | 4 +- tests/test_models_circuit_backpropagation.py | 4 +- tests/test_models_circuit_parametrized.py | 4 +- tests/test_models_error_mitigation.py | 4 +- 6 files changed, 50 insertions(+), 34 deletions(-) diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index 830f66c9a3..6e965205bc 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -18,11 +18,11 @@ class MetaBackend: @staticmethod def load(backend: str, **kwargs) -> Backend: - """Loads the backend. + """Loads the native qibo backend. Args: backend (str): Name of the backend to load. - kwargs (dict): Additional arguments for the non-native qibo backends. + kwargs (dict): Additional arguments for the qibo backend. Returns: qibo.backends.abstract.Backend: The loaded backend. """ @@ -37,17 +37,14 @@ def load(backend: str, **kwargs) -> Backend: engine = kwargs.pop("platform", None) kwargs["engine"] = engine return CliffordBackend(**kwargs) - elif backend in QIBO_NON_NATIVE_BACKENDS: - module = import_module(backend.replace("-", "_")) - return getattr(module, "MetaBackend").load(**kwargs) else: raise_error( ValueError, - f"Backend {backend} is not available. To check which backend is installed use `qibo.list_available_backends()`.", + f"Backend {backend} is not available. The native qibo backends are {QIBO_NATIVE_BACKENDS}.", ) def list_available(self) -> dict: - """Lists all the available qibo backends.""" + """Lists all the available native qibo backends.""" available_backends = {} for backend in QIBO_NATIVE_BACKENDS: try: @@ -56,13 +53,6 @@ def list_available(self) -> dict: except: # pragma: no cover available = False available_backends[backend] = available - for backend in QIBO_NON_NATIVE_BACKENDS: - try: - module = import_module(backend.replace("-", "_")) - available = getattr(module, "MetaBackend")().list_available() - except: - available = False - available_backends.update({backend: available}) return available_backends @@ -87,12 +77,12 @@ def __new__(cls): if backend: # pragma: no cover # Create backend specified by user platform = os.environ.get("QIBO_PLATFORM") - cls._instance = MetaBackend.load(backend, platform=platform) + cls._instance = construct_backend(backend, platform=platform) else: # Create backend according to default order for kwargs in cls._default_order: try: - cls._instance = MetaBackend.load(**kwargs) + cls._instance = construct_baceknd(**kwargs) break except (ModuleNotFoundError, ImportError): pass @@ -110,7 +100,7 @@ def set_backend(cls, backend, **kwargs): # pragma: no cover or cls._instance.name != backend or cls._instance.platform != kwargs.get("platform") ): - cls._instance = MetaBackend.load(backend, **kwargs) + cls._instance = construct_backend(backend, **kwargs) log.info(f"Using {cls._instance} backend on {cls._instance.device}") @@ -198,9 +188,35 @@ def _check_backend(backend): return backend -def list_available_backends(): - return MetaBackend().list_available() - - -def construct_backend(backend, **kwargs): - return MetaBackend.load(backend, **kwargs) +def list_available_backends() -> dict: + """Lists all the backends that are available.""" + available_backends = MetaBackend().list_available() + for backend in QIBO_NON_NATIVE_BACKENDS: + try: + module = import_module(backend.replace("-", "_")) + available = getattr(module, "MetaBackend")().list_available() + except: + available = False + available_backends.update({backend: available}) + return available_backends + + +def construct_backend(backend, **kwargs) -> Backend: + """Construct a generic native or non-native qibo backend. + Args: + backend (str): Name of the backend to load. + kwargs (dict): Additional arguments for constructing the backend. + Returns: + qibo.backends.abstract.Backend: The loaded backend. + + """ + if backend in QIBO_NATIVE_BACKENDS: + return MetaBackend.load(backend, **kwargs) + elif backend in QIBO_NON_NATIVE_BACKENDS: + module = import_module(backend.replace("-", "_")) + return getattr(module, "MetaBackend").load(**kwargs) + else: + raise_error( + ValueError, + f"Backend {backend} is not available. To check which backends are installed use `qibo.list_available_backends()`.", + ) diff --git a/src/qibo/result.py b/src/qibo/result.py index 6e9f4e2aa6..01b5c2ab14 100644 --- a/src/qibo/result.py +++ b/src/qibo/result.py @@ -135,7 +135,7 @@ def from_dict(cls, payload: dict): Returns: :class:`qibo.result.QuantumState`: Quantum state object.. """ - backend = backends.MetaBackend.load("numpy") + backend = backends.construct_backend.load("numpy") return cls(payload.get("state"), backend=backend) @classmethod @@ -442,14 +442,14 @@ def from_dict(cls, payload: dict): Returns: A :class:`qibo.result.MeasurementOutcomes` object. """ - from qibo.backends import MetaBackend + from qibo.backends import construct_backend if payload["probabilities"] is not None and payload["samples"] is not None: warnings.warn( "Both `probabilities` and `samples` found, discarding the `probabilities` and building out of the `samples`." ) payload.pop("probabilities") - backend = MetaBackend.load("numpy") + backend = construct_backend("numpy") measurements = [gates.M.load(m) for m in payload.get("measurements")] return cls( measurements, diff --git a/tests/conftest.py b/tests/conftest.py index e387ca0585..f320321576 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -8,7 +8,7 @@ import pytest -from qibo.backends import MetaBackend +from qibo.backends import construct_backend # backends to be tested BACKENDS = [ @@ -32,7 +32,7 @@ def get_backend(backend_name): name, platform = backend_name.split("-") else: name, platform = backend_name, None - return MetaBackend.load(name, platform=platform) + return construct_backend(name, platform=platform) # ignore backends that are not available in the current testing environment diff --git a/tests/test_models_circuit_backpropagation.py b/tests/test_models_circuit_backpropagation.py index 7b937bc6f8..12bccc215a 100644 --- a/tests/test_models_circuit_backpropagation.py +++ b/tests/test_models_circuit_backpropagation.py @@ -8,9 +8,9 @@ def construct_tensorflow_backend(): try: - from qibo.backends import MetaBackend + from qibo.backends import construct_backend - backend = MetaBackend.load("tensorflow") + backend = construct_backend("tensorflow") except ModuleNotFoundError: # pragma: no cover pytest.skip( "Skipping backpropagation test because tensorflow is not available." diff --git a/tests/test_models_circuit_parametrized.py b/tests/test_models_circuit_parametrized.py index f0b2ebac7f..c9ac4990bc 100644 --- a/tests/test_models_circuit_parametrized.py +++ b/tests/test_models_circuit_parametrized.py @@ -219,9 +219,9 @@ def test_set_parameters_with_light_cone(backend, trainable): def test_variable_theta(): """Check that parametrized gates accept `tf.Variable` parameters.""" try: - from qibo.backends import MetaBackend + from qibo.backends import construct_backend - backend = MetaBackend.load("tensorflow") + backend = construct_backend("tensorflow") except ModuleNotFoundError: # pragma: no cover pytest.skip("Skipping variable test because tensorflow is not available.") diff --git a/tests/test_models_error_mitigation.py b/tests/test_models_error_mitigation.py index 72d81a4778..3881b2b0db 100644 --- a/tests/test_models_error_mitigation.py +++ b/tests/test_models_error_mitigation.py @@ -2,7 +2,7 @@ import pytest from qibo import Circuit, gates -from qibo.backends import MetaBackend +from qibo.backends import construct_backend from qibo.hamiltonians import SymbolicHamiltonian from qibo.models.error_mitigation import ( CDR, @@ -52,7 +52,7 @@ def get_circuit(nqubits, nmeas=None): return c -backend = MetaBackend.load("numpy") +backend = construct_backend("numpy") # # Generate random response matrices resp_matrix_1q = random_stochastic_matrix( 2, diagonally_dominant=True, seed=2, backend=backend From ef3cba005713fa1d89ac823f1715b36a5c4b5bfc Mon Sep 17 00:00:00 2001 From: BrunoLiegiBastonLiegi Date: Thu, 25 Apr 2024 16:32:34 +0200 Subject: [PATCH 41/49] fix: fix typo --- src/qibo/backends/__init__.py | 2 +- src/qibo/result.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index 6e965205bc..f6d5ced296 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -82,7 +82,7 @@ def __new__(cls): # Create backend according to default order for kwargs in cls._default_order: try: - cls._instance = construct_baceknd(**kwargs) + cls._instance = construct_backend(**kwargs) break except (ModuleNotFoundError, ImportError): pass diff --git a/src/qibo/result.py b/src/qibo/result.py index 01b5c2ab14..934f156e39 100644 --- a/src/qibo/result.py +++ b/src/qibo/result.py @@ -135,7 +135,7 @@ def from_dict(cls, payload: dict): Returns: :class:`qibo.result.QuantumState`: Quantum state object.. """ - backend = backends.construct_backend.load("numpy") + backend = backends.construct_backend("numpy") return cls(payload.get("state"), backend=backend) @classmethod From dda439ec3bbb6ffa81bc041294c5186ffa358aae Mon Sep 17 00:00:00 2001 From: BrunoLiegiBastonLiegi Date: Fri, 26 Apr 2024 10:53:42 +0200 Subject: [PATCH 42/49] fix: added clifford to native backends --- src/qibo/backends/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index f6d5ced296..0db0859261 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -9,7 +9,7 @@ from qibo.backends.tensorflow import TensorflowBackend from qibo.config import log, raise_error -QIBO_NATIVE_BACKENDS = ("numpy", "tensorflow", "pytorch") +QIBO_NATIVE_BACKENDS = ("numpy", "tensorflow", "pytorch", "clifford") QIBO_NON_NATIVE_BACKENDS = ("qibojit", "qibolab", "qibo-cloud-backends", "qibotn") From 75df39e3dd09bce24aef01b5cbc0b55ff3a78335 Mon Sep 17 00:00:00 2001 From: BrunoLiegiBastonLiegi Date: Fri, 26 Apr 2024 11:17:40 +0200 Subject: [PATCH 43/49] fix: moved clifford backend in the contruct_backend function only --- src/qibo/backends/__init__.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index 0db0859261..ded140669d 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -9,7 +9,7 @@ from qibo.backends.tensorflow import TensorflowBackend from qibo.config import log, raise_error -QIBO_NATIVE_BACKENDS = ("numpy", "tensorflow", "pytorch", "clifford") +QIBO_NATIVE_BACKENDS = ("numpy", "tensorflow", "pytorch") QIBO_NON_NATIVE_BACKENDS = ("qibojit", "qibolab", "qibo-cloud-backends", "qibotn") @@ -210,7 +210,7 @@ def construct_backend(backend, **kwargs) -> Backend: qibo.backends.abstract.Backend: The loaded backend. 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8 ++++---- 2 files changed, 12 insertions(+), 15 deletions(-) diff --git a/poetry.lock b/poetry.lock index 391a8a8b79..a7bb9267f0 100644 --- a/poetry.lock +++ b/poetry.lock @@ -57,13 +57,13 @@ trio = ["trio (>=0.23)"] [[package]] name = "astroid" -version = "3.2.0" +version = "3.1.0" description = "An abstract syntax tree for Python with inference support." optional = false python-versions = ">=3.8.0" files = [ - {file = "astroid-3.2.0-py3-none-any.whl", hash = "sha256:16ee8ca5c75ac828783028cc1f967777f0e507c6886a295ad143e0f405b975a2"}, - {file = "astroid-3.2.0.tar.gz", hash = "sha256:f7f829f8506ade59f1b3c6c93d8fac5b1ebc721685fa9af23e9794daf1d450a3"}, + {file = "astroid-3.1.0-py3-none-any.whl", hash = "sha256:951798f922990137ac090c53af473db7ab4e70c770e6d7fae0cec59f74411819"}, + {file = "astroid-3.1.0.tar.gz", hash = "sha256:ac248253bfa4bd924a0de213707e7ebeeb3138abeb48d798784ead1e56d419d4"}, ] [package.dependencies] @@ -3035,7 +3035,6 @@ optional = false python-versions = ">=3.9" files = 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-version = "3.2.0" +version = "3.1.0" description = "python code static checker" optional = false python-versions = ">=3.8.0" files = [ - {file = "pylint-3.2.0-py3-none-any.whl", hash = "sha256:9f20c05398520474dac03d7abb21ab93181f91d4c110e1e0b32bc0d016c34fa4"}, - {file = "pylint-3.2.0.tar.gz", hash = "sha256:ad8baf17c8ea5502f23ae38d7c1b7ec78bd865ce34af9a0b986282e2611a8ff2"}, + {file = "pylint-3.1.0-py3-none-any.whl", hash = "sha256:507a5b60953874766d8a366e8e8c7af63e058b26345cfcb5f91f89d987fd6b74"}, + {file = "pylint-3.1.0.tar.gz", hash = "sha256:6a69beb4a6f63debebaab0a3477ecd0f559aa726af4954fc948c51f7a2549e23"}, ] [package.dependencies] -astroid = ">=3.2.0,<=3.3.0-dev0" +astroid = ">=3.1.0,<=3.2.0-dev0" colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""} dill = [ {version = ">=0.2", markers = "python_version < \"3.11\""}, @@ -5372,4 +5369,4 @@ torch = ["torch"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.13" -content-hash = "535f95a75205e11e8376498e080c0c8944a7d621694b8c9a477c369536091a02" +content-hash = "7c184ed22c205d782c9d0656cd22ab6eefd03d4b59965cdab0c1869d04fb810e" diff --git a/pyproject.toml b/pyproject.toml index 7190d02684..09df68f500 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -65,12 +65,12 @@ cirq = "^1.1.0" ply = "^3.11" scikit-learn = "^1.2.1" pytest-cov = "^4.0.0" -pylint = "^3.1.0" +pylint = "3.1.0" matplotlib = "^3.7.0" tensorflow = { version = "^2.16.1", markers = "sys_platform == 'linux'" } torch = "^2.1.1" qibojit = { git = "https://github.com/qiboteam/qibojit.git" } -qibotn = { git = "https://github.com/qiboteam/qibotn.git", branch="list_backends" } +qibotn = { git = "https://github.com/qiboteam/qibotn.git", branch = "list_backends" } stim = "^1.12.0" [tool.poe.tasks] @@ -89,7 +89,7 @@ optional = true cupy-cuda11x = "^12.0.0" cuquantum-python-cu11 = "^23.3.0" qibojit = { git = "https://github.com/qiboteam/qibojit.git" } -qibotn = { git = "https://github.com/qiboteam/qibotn.git", branch="list_backends" } +qibotn = { git = "https://github.com/qiboteam/qibotn.git", branch = "list_backends" } [tool.poetry.group.cuda12] optional = true @@ -98,7 +98,7 @@ optional = true cupy-cuda12x = "^12.0.0" cuquantum-python-cu12 = "^23.3.0" qibojit = { git = "https://github.com/qiboteam/qibojit.git" } -qibotn = { git = "https://github.com/qiboteam/qibotn.git", branch="list_backends" } +qibotn = { git = "https://github.com/qiboteam/qibotn.git", branch = "list_backends" } [tool.poetry.extras] tensorflow = ["tensorflow"] From a4a04ffb09d10f762ddcd5a34f3e425d4d6e359c Mon Sep 17 00:00:00 2001 From: BrunoLiegiBastonLiegi Date: Thu, 16 May 2024 10:07:24 +0200 Subject: [PATCH 49/49] fix: importing abstract backend --- src/qibo/backends/__init__.py | 1 + 1 file changed, 1 insertion(+) diff --git a/src/qibo/backends/__init__.py b/src/qibo/backends/__init__.py index 3a9d63daad..a3076a5de4 100644 --- a/src/qibo/backends/__init__.py +++ b/src/qibo/backends/__init__.py @@ -3,6 +3,7 @@ import numpy as np +from qibo.backends.abstract import Backend from qibo.backends.clifford import CliffordBackend from qibo.backends.npmatrices import NumpyMatrices from qibo.backends.numpy import NumpyBackend