[Upgrade] Updating to latest versions of Pulser and Emu-MPS.

pyproject.toml

@@ -6,7 +6,7 @@ build-backend = "hatchling.build"
 name = "quantum-evolution-kernel"
 description = "A Python library designed for the machine learning community to help users design quantum-driven similarity metrics for graphs and to use them inside kernel-based machine learning algorithms for graph data.ide the right environment to explore new ideas - both in terms of methodologies and data domain - while always interacting with a simple and intuitive QPU interface."
 readme = "README.md"
-version = "0.3.2"
+version = "0.3.3"
 requires-python = ">=3.10,<3.13"
 license = { text = "MIT-derived" }
 keywords = ["quantum"]
@@ -31,13 +31,13 @@ classifiers = [
 dependencies = [
   "networkx",
   "numpy",
-  "pulser==1.1.1",
+  "pulser==1.5.3",
   "rdkit",
   "scikit-learn",
   "torch",
   "torch_geometric",
   "matplotlib",
-  "emu-mps~=1.2.0",
+  "emu-mps~=2.2.0",
   "pasqal-cloud",
 ]
 

qek/data/extractors.py

@@ -9,7 +9,6 @@
 import itertools
 import json
 import logging
-from math import ceil
 from uuid import UUID
 import time
 from typing import Any, Callable, Generator, Generic, Sequence, TypeVar, cast
@@ -498,7 +497,6 @@ def run(self, max_qubits: int = 10, dt: int = 10) -> BaseExtracted:
                 logger.warning("No sequences to run, did you forget to call compile()?")
                 return SyncExtracted(raw_data=[], targets=[], sequences=[], states=[])
 
-            backend = emu_mps.MPSBackend()
             raw_data = []
             targets: list[int] = []
             sequences = []
@@ -516,12 +514,12 @@ def run(self, max_qubits: int = 10, dt: int = 10) -> BaseExtracted:
                 logger.debug("Executing compiled graph # %s", id)
 
                 # Configure observable.
-                cutoff_duration = int(ceil(compiled.sequence.get_duration() / dt) * dt)
-                observable = emu_mps.BitStrings(evaluation_times={cutoff_duration})
+                observable = emu_mps.BitStrings(evaluation_times=[1.0])
                 config = emu_mps.MPSConfig(observables=[observable], dt=dt)
-                counter: dict[str, Any] = backend.run(compiled.sequence, config)[observable.name][
-                    cutoff_duration
-                ]
+
+                # And run.
+                backend = emu_mps.MPSBackend(sequence=compiled.sequence, config=config)
+                counter: dict[str, Any] = backend.run().get_result(observable=observable, time=1.0)
                 logger.debug("Execution of compiled graph # %s complete", id)
                 raw_data.append(compiled.graph)
                 if compiled.graph.target is not None:

qek/target/backends.py

@@ -4,7 +4,6 @@
 
 import abc
 import asyncio
-from math import ceil
 from typing import Counter, cast
 
 import os
@@ -244,11 +243,10 @@ async def run(
             self, register: targets.Register, pulse: targets.Pulse, dt: int = 10
         ) -> Counter[str]:
             sequence = self._make_sequence(register=register, pulse=pulse)
-            backend = emu_mps.MPSBackend()
 
             # Configure observable.
-            cutoff_duration = int(ceil(sequence.get_duration() / dt) * dt)
-            observable = emu_mps.BitStrings(evaluation_times={cutoff_duration})
+            observable = emu_mps.BitStrings(evaluation_times=[1.0])
             config = emu_mps.MPSConfig(observables=[observable], dt=dt)
-            counter: Counter[str] = backend.run(sequence, config)[observable.name][cutoff_duration]
+            backend = emu_mps.MPSBackend(sequence=sequence, config=config)
+            counter: Counter[str] = backend.run().get_result(observable=observable, time=1.0)
             return counter