Alan/python lib

sanafe/__init__.py

@@ -1,2 +1,6 @@
 # Import pybind11 (C++) kernel under top-level
 from sanafecpp import *
+
+# Import Python submodules for convenient access
+from sanafe import data
+from sanafe import viz

sanafe/data/__init__.py

@@ -0,0 +1,8 @@
+"""
+Provides utilities for loading, converting, and analyzing SANA-FE trace data.
+Supports conversion to pandas DataFrames and numpy arrays for analysis.
+"""
+
+from sanafe.data.traces import TraceData
+
+__all__ = ["TraceData"]

sanafe/data/arch_testing.yaml

@@ -0,0 +1,79 @@
+## arch_testing.yaml
+architecture:
+  name: tutorial_complex
+  attributes:
+    link_buffer_size: 4
+    width: 3
+    height: 2
+  tile:
+    - name: tutorial_tile[0..5]
+      attributes:
+        energy_north_hop: 1.0e-12
+        latency_north_hop: 1.0e-9
+        energy_east_hop: 1.0e-12
+        latency_east_hop: 1.0e-9
+        energy_south_hop: 1.0e-12
+        latency_south_hop: 1.0e-9
+        energy_west_hop: 1.0e-12
+        latency_west_hop: 1.0e-9
+      core:
+        - name: tutorial_core[0..7]
+          attributes:
+            buffer_position: soma
+            max_neurons_supported: 128
+          axon_in:
+            - name: tutorial_axon_in
+              attributes:
+                energy_message_in: 0.5e-12
+                latency_message_in: 0.5e-9
+          synapse:
+            - name: tutorial_synapse_uncompressed
+              attributes:
+                model: current_based
+                energy_process_spike: 1.0e-12
+                latency_process_spike: 1.0e-9
+            - name: tutorial_synapse_compressed
+              attributes:
+                model: current_based
+                energy_process_spike: 0.5e-12
+                latency_process_spike: 2.0e-9
+            - name: tutorial_synapse_sparse
+              attributes:
+                model: current_based
+                energy_process_spike: 0.3e-12
+                latency_process_spike: 3.0e-9
+          dendrite:
+            - name: demo_dendrite_accumulator
+              attributes:
+                model: accumulator
+                energy_update: 0.2e-12
+                latency_update: 0.2e-9
+            - name: demo_dendrite_adaptive
+              attributes:
+                model: accumulator
+                energy_update: 0.4e-12
+                latency_update: 0.4e-9
+          soma:
+            - name: tutorial_soma_fast
+              attributes:
+                model: leaky_integrate_fire
+                energy_access_neuron: 1.0e-12
+                latency_access_neuron: 1.0e-9
+                energy_update_neuron: 2.0e-12
+                latency_update_neuron: 2.0e-9
+                energy_spike_out: 3.0e-12
+                latency_spike_out: 3.0e-9
+            - name: tutorial_soma_efficient
+              attributes:
+                model: leaky_integrate_fire
+                energy_access_neuron: 0.8e-12
+                latency_access_neuron: 1.2e-9
+                energy_update_neuron: 1.6e-12
+                latency_update_neuron: 2.4e-9
+                energy_spike_out: 2.4e-12
+                latency_spike_out: 3.2e-9
+          axon_out:
+            - name: tutorial_axon_out
+              attributes:
+                energy_message_out: 4.0e-12
+                latency_message_out: 4.0e-9