use new api for run command in examples

examples/measurements.py

@@ -10,15 +10,22 @@ from where_fi.collection.ingest import RealtimeCSIProducer
 from where_fi.config import config
 from where_fi.visualise import server as visualise
 
-producer = RealtimeCSIProducer()
-app = CSIApplication(producer, visualise_raw=True)
+app = CSIApplication(visualise_raw=True)
 visualise.figures.all_figures["median"] = visualise.figures.RandomVariable(
     "Median Phase"
 )
-visualise.figures.all_figures["magn"] = visualise.figures.RandomVariable(
+visualise.figures.all_figures["median_magn"] = visualise.figures.RandomVariable(
     "Median Magnitude"
 )
-
+visualise.figures.all_figures["denoised"] = visualise.figures.PerAntennaFigure(
+    [
+        visualise.figures.SimpleLineChart("Denoised CSI Phase", "Subcarrier", "Phase"),
+        visualise.figures.SimpleLineChart(
+            "Denoised CSI Amplitude", "Subcarrier", "Amplitude"
+        ),
+    ],
+    [np.angle, np.abs],
+)
 measurements: list[np.complex64] = []
 
 
@@ -76,7 +83,6 @@ def _(proc: CSIMatrix) -> None:
         if proc_magn[i].full():
             proc_magn[i].get()
         proc_magn[i].put(magn)
-    if cnt % 100 == 0:
     print(sum(proc_phase[0, 0, 0].queue))
     app.visualise_data(
         np.array([x.queue for x in proc_phase.values()]),
@@ -84,7 +90,7 @@ def _(proc: CSIMatrix) -> None:
     )
     app.visualise_data(
         np.array([x.queue for x in proc_magn.values()]),
-            "magn",
+        "median_magn",
     )
     app.visualise_data(
         np.array([x.queue for x in subcarrier_phase.values()]),
@@ -94,9 +100,11 @@ def _(proc: CSIMatrix) -> None:
         np.array([x.queue for x in subcarrier_magn.values()]),
         visualise.figures.Figure.MAGN_ANALYSIS,
     )
+    app.visualise_data(proc, "denoised")
     cnt += 1
 
 
 if __name__ == "__main__":
     print("Starting app")
+    app.set_producer(RealtimeCSIProducer())
     app.start()

examples/motion_detector.py

@@ -12,8 +12,7 @@ from where_fi.application import CSIApplication
 from where_fi.collection.ingest import RealtimeCSIProducer
 
 # Connect to a FeitCSI host
-producer = RealtimeCSIProducer()
-app = CSIApplication(producer)
+app = CSIApplication(visualise_raw=True)
 
 
 # Stores historical data for each receiving antenna, for each subcarrier
@@ -21,7 +20,7 @@ historical: dict[tuple[int, int], Queue[np.complex64]] = {}
 
 MAGN_THRESHOLD = 20
 PHASE_THRESHOLD = 0.5
-QUEUE_SIZE = 2000
+QUEUE_SIZE = 20
 
 
 @app.on_process
@@ -62,6 +61,10 @@ def _(sample: npt.NDArray[np.complex64]) -> None:
                 np.abs(mean - current) > MAGN_THRESHOLD
                 or np.abs(np.angle(mean) - np.angle(current)) > PHASE_THRESHOLD
             ):
+                print(
+                    f"Change detected in antenna {antenna}, subcarrier {subcarrier}: "
+                    f"magn: {np.abs(mean - current)}, angle: {np.abs(np.angle(mean) - np.angle(current))}"
+                )
                 change = True
     if change:
         print("Motion detected!")
@@ -69,4 +72,8 @@ def _(sample: npt.NDArray[np.complex64]) -> None:
         print("No motion detected!")
 
 
-app.start()
+if __name__ == "__main__":
+    # Start the application
+    print("Starting app")
+    app.set_producer(RealtimeCSIProducer())
+    app.start()

examples/music.py

@@ -8,16 +8,8 @@ from where_fi.collection import CSIMatrix
 from where_fi.collection.ingest import RealtimeCSIProducer
 from where_fi.config import config
 from where_fi.processing import aoa
-from where_fi.visualise import server as visualise
 
-producer = RealtimeCSIProducer()
-app = CSIApplication(producer, visualise_raw=True)
-visualise.figures.all_figures["median"] = visualise.figures.RandomVariable(
-    "Median Phase"
-)
-visualise.figures.all_figures["magn"] = visualise.figures.RandomVariable(
-    "Median Magnitude"
-)
+app = CSIApplication(visualise_raw=True)
 
 logging.basicConfig(level=logging.INFO)
 
@@ -65,4 +57,7 @@ def _(_: CSIMatrix) -> None:
     # return torch.abs(c)[:, 0, 0]
 
 
-app.start()
+if __name__ == "__main__":
+    producer = RealtimeCSIProducer()
+    app.set_producer(producer)
+    app.start()