Detailed per-node plotting of pub/callback timings, datastructure fixes

.gitignore

@@ -1,3 +1,4 @@
 fig*/
 .ipynb_checkpoints/
+__pycache_/
 *.html

requirements.txt

@@ -0,0 +1,4 @@
+numpy
+pandas
+matplotlib
+ipycache

utils.py

@@ -0,0 +1,16 @@
+from typing import Callable, Iterable, Optional, TypeVar
+
+
+T = TypeVar("T")
+def filter_none(ls: Iterable[Optional[T]]) -> filter[T]:
+    return filter(lambda x: x is not None, ls)
+
+S = TypeVar("S")
+def safe_map(func: Callable[[T], S], ls: Iterable[T]) -> map[Optional[S]]:
+    def safe_func(arg):
+        try:
+            return func(arg)
+        except:
+            return None
+    
+    return map(safe_func, ls)