[Python-checkins] bpo-43392: Optimize repeated calls to `__import__()` (GH-24735)

miss-islington webhook-mailer at python.org
Thu Aug 12 14:23:44 EDT 2021


https://github.com/python/cpython/commit/03648a2a91f9f1091cd21bd4cd6ca092ddb25640
commit: 03648a2a91f9f1091cd21bd4cd6ca092ddb25640
branch: main
author: Germán Méndez Bravo <kronuz at fb.com>
committer: miss-islington <31488909+miss-islington at users.noreply.github.com>
date: 2021-08-12T11:23:29-07:00
summary:

bpo-43392: Optimize repeated calls to `__import__()` (GH-24735)



Implements a two steps check in `importlib._bootstrap._find_and_load()` to avoid locking when the module has been already imported and it's ready.

---

Using `importlib.__import__()`, after this, does show a big difference:

Before:
```
$ ./python -c 'import timeit; print(timeit.timeit("__import__(\"timeit\")", setup="from importlib import __import__"))'
15.92248619502061
```

After:
```
$ ./python -c 'import timeit; print(timeit.timeit("__import__(\"timeit\")", setup="from importlib import __import__"))'
1.206068897008663
```

---

files:
A Misc/NEWS.d/next/Library/2021-03-03-13-32-37.bpo-43392.QQumou.rst
M Lib/importlib/_bootstrap.py
M Python/importlib.h

diff --git a/Lib/importlib/_bootstrap.py b/Lib/importlib/_bootstrap.py
index f8b77e3b59d8eb..e64f7ad151755d 100644
--- a/Lib/importlib/_bootstrap.py
+++ b/Lib/importlib/_bootstrap.py
@@ -1032,17 +1032,28 @@ def _find_and_load_unlocked(name, import_):
 
 def _find_and_load(name, import_):
     """Find and load the module."""
-    with _ModuleLockManager(name):
-        module = sys.modules.get(name, _NEEDS_LOADING)
-        if module is _NEEDS_LOADING:
-            return _find_and_load_unlocked(name, import_)
+
+    # Optimization: we avoid unneeded module locking if the module
+    # already exists in sys.modules and is fully initialized.
+    module = sys.modules.get(name, _NEEDS_LOADING)
+    if (module is _NEEDS_LOADING or
+        getattr(getattr(module, "__spec__", None), "_initializing", False)):
+        with _ModuleLockManager(name):
+            module = sys.modules.get(name, _NEEDS_LOADING)
+            if module is _NEEDS_LOADING:
+                return _find_and_load_unlocked(name, import_)
+
+        # Optimization: only call _bootstrap._lock_unlock_module() if
+        # module.__spec__._initializing is True.
+        # NOTE: because of this, initializing must be set *before*
+        # putting the new module in sys.modules.
+        _lock_unlock_module(name)
 
     if module is None:
         message = ('import of {} halted; '
                    'None in sys.modules'.format(name))
         raise ModuleNotFoundError(message, name=name)
 
-    _lock_unlock_module(name)
     return module
 
 
diff --git a/Misc/NEWS.d/next/Library/2021-03-03-13-32-37.bpo-43392.QQumou.rst b/Misc/NEWS.d/next/Library/2021-03-03-13-32-37.bpo-43392.QQumou.rst
new file mode 100644
index 00000000000000..175836b89170aa
--- /dev/null
+++ b/Misc/NEWS.d/next/Library/2021-03-03-13-32-37.bpo-43392.QQumou.rst
@@ -0,0 +1,4 @@
+:func:`importlib._bootstrap._find_and_load` now implements a two-step
+check to avoid locking when modules have been already imported and are
+ready. This improves performance of repeated calls to
+:func:`importlib.import_module` and :func:`importlib.__import__`.
diff --git a/Python/importlib.h b/Python/importlib.h
index da94fc35c7f06f..69bd9727237f17 100644
--- a/Python/importlib.h
+++ b/Python/importlib.h
@@ -1408,13 +1408,13 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     35,32,123,33,114,125,70,41,18,114,130,0,0,0,114,10,
     0,0,0,114,6,0,0,0,114,109,0,0,0,114,110,0,
     0,0,114,182,0,0,0,114,185,0,0,0,114,178,0,0,
-    0,90,13,95,105,110,105,116,105,97,108,105,122,105,110,103,
+    0,218,13,95,105,110,105,116,105,97,108,105,122,105,110,103,
     114,18,0,0,0,114,113,0,0,0,114,20,0,0,0,114,
     137,0,0,0,114,94,0,0,0,114,176,0,0,0,114,76,
     0,0,0,114,184,0,0,0,114,90,0,0,0,41,3,114,
     117,0,0,0,114,116,0,0,0,114,118,0,0,0,115,3,
     0,0,0,32,32,32,114,5,0,0,0,218,14,95,108,111,
-    97,100,95,117,110,108,111,99,107,101,100,114,186,0,0,0,
+    97,100,95,117,110,108,111,99,107,101,100,114,187,0,0,0,
     153,2,0,0,115,66,0,0,0,10,2,12,2,16,1,12,
     2,8,1,8,2,6,5,2,1,12,1,2,1,10,1,10,
     1,14,1,2,255,12,4,4,128,6,1,2,1,10,1,2,
@@ -1463,7 +1463,7 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     116,32,101,120,105,115,116,105,110,103,32,109,111,100,117,108,
     101,32,103,101,116,115,10,32,32,32,32,99,108,111,98,98,
     101,114,101,100,46,10,10,32,32,32,32,78,41,3,114,61,
-    0,0,0,114,20,0,0,0,114,186,0,0,0,169,1,114,
+    0,0,0,114,20,0,0,0,114,187,0,0,0,169,1,114,
     117,0,0,0,115,1,0,0,0,32,114,5,0,0,0,114,
     115,0,0,0,114,115,0,0,0,198,2,0,0,115,10,0,
     0,0,12,9,6,1,22,255,2,128,16,0,115,8,0,0,
@@ -1511,7 +1511,7 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     109,111,118,97,108,32,105,110,32,80,121,116,104,111,110,32,
     51,46,49,50,122,8,60,109,111,100,117,108,101,32,122,2,
     32,40,122,2,41,62,78,41,6,114,109,0,0,0,114,110,
-    0,0,0,114,111,0,0,0,114,8,0,0,0,114,188,0,
+    0,0,0,114,111,0,0,0,114,8,0,0,0,114,189,0,
     0,0,114,164,0,0,0,169,1,114,118,0,0,0,115,1,
     0,0,0,32,114,5,0,0,0,114,122,0,0,0,122,27,
     66,117,105,108,116,105,110,73,109,112,111,114,116,101,114,46,
@@ -1560,8 +1560,8 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     110,32,80,121,116,104,111,110,32,51,46,49,50,59,32,117,
     115,101,32,102,105,110,100,95,115,112,101,99,40,41,32,105,
     110,115,116,101,97,100,78,41,5,114,109,0,0,0,114,110,
-    0,0,0,114,111,0,0,0,114,196,0,0,0,114,130,0,
-    0,0,41,4,114,193,0,0,0,114,96,0,0,0,114,194,
+    0,0,0,114,111,0,0,0,114,197,0,0,0,114,130,0,
+    0,0,41,4,114,194,0,0,0,114,96,0,0,0,114,195,
     0,0,0,114,117,0,0,0,115,4,0,0,0,32,32,32,
     32,114,5,0,0,0,218,11,102,105,110,100,95,109,111,100,
     117,108,101,122,27,66,117,105,108,116,105,110,73,109,112,111,
@@ -1581,7 +1581,7 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     0,114,19,0,0,0,78,41,8,114,20,0,0,0,114,18,
     0,0,0,114,93,0,0,0,114,94,0,0,0,114,53,0,
     0,0,114,80,0,0,0,114,70,0,0,0,90,14,99,114,
-    101,97,116,101,95,98,117,105,108,116,105,110,114,187,0,0,
+    101,97,116,101,95,98,117,105,108,116,105,110,114,188,0,0,
     0,115,1,0,0,0,32,114,5,0,0,0,114,175,0,0,
     0,122,29,66,117,105,108,116,105,110,73,109,112,111,114,116,
     101,114,46,99,114,101,97,116,101,95,109,111,100,117,108,101,
@@ -1596,11 +1596,11 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     100,1,83,0,41,2,122,22,69,120,101,99,32,97,32,98,
     117,105,108,116,45,105,110,32,109,111,100,117,108,101,78,41,
     3,114,80,0,0,0,114,70,0,0,0,90,12,101,120,101,
-    99,95,98,117,105,108,116,105,110,114,190,0,0,0,115,1,
+    99,95,98,117,105,108,116,105,110,114,191,0,0,0,115,1,
     0,0,0,32,114,5,0,0,0,114,176,0,0,0,122,27,
     66,117,105,108,116,105,110,73,109,112,111,114,116,101,114,46,
     101,120,101,99,95,109,111,100,117,108,101,11,3,0,0,243,
-    2,0,0,0,16,3,114,198,0,0,0,115,16,0,0,0,
+    2,0,0,0,16,3,114,199,0,0,0,115,16,0,0,0,
     9,34,35,39,35,52,54,60,9,61,9,61,9,61,9,61,
     114,17,0,0,0,99,2,0,0,0,0,0,0,0,0,0,
     0,0,1,0,0,0,3,0,0,0,243,4,0,0,0,100,
@@ -1608,43 +1608,43 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     110,101,32,97,115,32,98,117,105,108,116,45,105,110,32,109,
     111,100,117,108,101,115,32,100,111,32,110,111,116,32,104,97,
     118,101,32,99,111,100,101,32,111,98,106,101,99,116,115,46,
-    78,114,24,0,0,0,169,2,114,193,0,0,0,114,96,0,
+    78,114,24,0,0,0,169,2,114,194,0,0,0,114,96,0,
     0,0,115,2,0,0,0,32,32,114,5,0,0,0,218,8,
     103,101,116,95,99,111,100,101,122,24,66,117,105,108,116,105,
     110,73,109,112,111,114,116,101,114,46,103,101,116,95,99,111,
-    100,101,16,3,0,0,243,2,0,0,0,4,4,114,202,0,
+    100,101,16,3,0,0,243,2,0,0,0,4,4,114,203,0,
     0,0,115,4,0,0,0,16,20,16,20,114,17,0,0,0,
     99,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0,
-    0,3,0,0,0,114,199,0,0,0,41,2,122,56,82,101,
+    0,3,0,0,0,114,200,0,0,0,41,2,122,56,82,101,
     116,117,114,110,32,78,111,110,101,32,97,115,32,98,117,105,
     108,116,45,105,110,32,109,111,100,117,108,101,115,32,100,111,
     32,110,111,116,32,104,97,118,101,32,115,111,117,114,99,101,
-    32,99,111,100,101,46,78,114,24,0,0,0,114,200,0,0,
+    32,99,111,100,101,46,78,114,24,0,0,0,114,201,0,0,
     0,115,2,0,0,0,32,32,114,5,0,0,0,218,10,103,
     101,116,95,115,111,117,114,99,101,122,26,66,117,105,108,116,
     105,110,73,109,112,111,114,116,101,114,46,103,101,116,95,115,
-    111,117,114,99,101,22,3,0,0,114,202,0,0,0,114,202,
+    111,117,114,99,101,22,3,0,0,114,203,0,0,0,114,203,
     0,0,0,115,4,0,0,0,16,20,16,20,114,17,0,0,
     0,99,2,0,0,0,0,0,0,0,0,0,0,0,1,0,
-    0,0,3,0,0,0,114,199,0,0,0,41,3,122,52,82,
+    0,0,3,0,0,0,114,200,0,0,0,41,3,122,52,82,
     101,116,117,114,110,32,70,97,108,115,101,32,97,115,32,98,
     117,105,108,116,45,105,110,32,109,111,100,117,108,101,115,32,
     97,114,101,32,110,101,118,101,114,32,112,97,99,107,97,103,
-    101,115,46,70,78,114,24,0,0,0,114,200,0,0,0,115,
+    101,115,46,70,78,114,24,0,0,0,114,201,0,0,0,115,
     2,0,0,0,32,32,114,5,0,0,0,114,136,0,0,0,
     122,26,66,117,105,108,116,105,110,73,109,112,111,114,116,101,
     114,46,105,115,95,112,97,99,107,97,103,101,28,3,0,0,
-    114,202,0,0,0,114,202,0,0,0,115,4,0,0,0,16,
+    114,203,0,0,0,114,203,0,0,0,115,4,0,0,0,16,
     21,16,21,114,17,0,0,0,169,2,78,78,114,0,0,0,
     0,41,18,114,8,0,0,0,114,7,0,0,0,114,1,0,
     0,0,114,9,0,0,0,114,164,0,0,0,218,12,115,116,
     97,116,105,99,109,101,116,104,111,100,114,122,0,0,0,218,
-    11,99,108,97,115,115,109,101,116,104,111,100,114,196,0,0,
-    0,114,197,0,0,0,114,175,0,0,0,114,176,0,0,0,
-    114,102,0,0,0,114,201,0,0,0,114,203,0,0,0,114,
+    11,99,108,97,115,115,109,101,116,104,111,100,114,197,0,0,
+    0,114,198,0,0,0,114,175,0,0,0,114,176,0,0,0,
+    114,102,0,0,0,114,202,0,0,0,114,204,0,0,0,114,
     136,0,0,0,114,119,0,0,0,114,183,0,0,0,114,24,
-    0,0,0,114,17,0,0,0,114,5,0,0,0,114,188,0,
-    0,0,114,188,0,0,0,213,2,0,0,115,46,0,0,0,
+    0,0,0,114,17,0,0,0,114,5,0,0,0,114,189,0,
+    0,0,114,189,0,0,0,213,2,0,0,115,46,0,0,0,
     8,0,4,2,4,7,2,2,8,1,2,10,10,1,2,8,
     10,1,2,14,8,1,2,7,8,1,2,4,2,1,10,1,
     2,4,2,1,10,1,2,4,2,1,10,1,12,4,115,92,
@@ -1662,7 +1662,7 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     5,20,5,20,5,20,5,20,6,17,6,23,5,20,5,20,
     5,20,5,20,5,20,6,17,6,23,5,21,5,21,5,21,
     5,21,5,21,19,30,31,48,19,49,5,16,5,16,5,16,
-    114,17,0,0,0,114,188,0,0,0,99,0,0,0,0,0,
+    114,17,0,0,0,114,189,0,0,0,99,0,0,0,0,0,
     0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,115,
     126,0,0,0,101,0,90,1,100,0,90,2,100,1,90,3,
     100,2,90,4,101,5,100,3,132,0,131,1,90,6,101,7,
@@ -1686,14 +1686,14 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     0,0,0,0,0,0,0,0,0,4,0,0,0,3,0,0,
     0,115,28,0,0,0,116,0,160,1,100,1,116,2,161,2,
     1,0,100,2,160,3,124,0,106,4,116,5,106,6,161,2,
-    83,0,41,4,114,189,0,0,0,122,80,70,114,111,122,101,
+    83,0,41,4,114,190,0,0,0,122,80,70,114,111,122,101,
     110,73,109,112,111,114,116,101,114,46,109,111,100,117,108,101,
     95,114,101,112,114,40,41,32,105,115,32,100,101,112,114,101,
     99,97,116,101,100,32,97,110,100,32,115,108,97,116,101,100,
     32,102,111,114,32,114,101,109,111,118,97,108,32,105,110,32,
     80,121,116,104,111,110,32,51,46,49,50,114,179,0,0,0,
     78,41,7,114,109,0,0,0,114,110,0,0,0,114,111,0,
-    0,0,114,53,0,0,0,114,8,0,0,0,114,207,0,0,
+    0,0,114,53,0,0,0,114,8,0,0,0,114,208,0,0,
     0,114,164,0,0,0,41,1,218,1,109,115,1,0,0,0,
     32,114,5,0,0,0,114,122,0,0,0,122,26,70,114,111,
     122,101,110,73,109,112,111,114,116,101,114,46,109,111,100,117,
@@ -1705,10 +1705,10 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     0,0,0,0,0,0,0,5,0,0,0,3,0,0,0,115,
     30,0,0,0,116,0,160,1,124,1,161,1,114,13,116,2,
     124,1,124,0,124,0,106,3,100,1,141,3,83,0,100,0,
-    83,0,114,191,0,0,0,41,4,114,70,0,0,0,114,106,
-    0,0,0,114,112,0,0,0,114,164,0,0,0,114,192,0,
+    83,0,114,192,0,0,0,41,4,114,70,0,0,0,114,106,
+    0,0,0,114,112,0,0,0,114,164,0,0,0,114,193,0,
     0,0,115,4,0,0,0,32,32,32,32,114,5,0,0,0,
-    114,196,0,0,0,122,24,70,114,111,122,101,110,73,109,112,
+    114,197,0,0,0,122,24,70,114,111,122,101,110,73,109,112,
     111,114,116,101,114,46,102,105,110,100,95,115,112,101,99,59,
     3,0,0,115,6,0,0,0,10,2,16,1,4,2,115,8,
     0,0,0,8,2,2,3,16,254,4,2,115,30,0,0,0,
@@ -1732,9 +1732,9 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     117,115,101,32,102,105,110,100,95,115,112,101,99,40,41,32,
     105,110,115,116,101,97,100,78,41,5,114,109,0,0,0,114,
     110,0,0,0,114,111,0,0,0,114,70,0,0,0,114,106,
-    0,0,0,41,3,114,193,0,0,0,114,96,0,0,0,114,
-    194,0,0,0,115,3,0,0,0,32,32,32,114,5,0,0,
-    0,114,197,0,0,0,122,26,70,114,111,122,101,110,73,109,
+    0,0,0,41,3,114,194,0,0,0,114,96,0,0,0,114,
+    195,0,0,0,115,3,0,0,0,32,32,32,114,5,0,0,
+    0,114,198,0,0,0,122,26,70,114,111,122,101,110,73,109,
     112,111,114,116,101,114,46,102,105,110,100,95,109,111,100,117,
     108,101,66,3,0,0,115,8,0,0,0,6,7,2,2,4,
     254,18,3,115,10,0,0,0,2,7,2,2,2,255,6,1,
@@ -1742,10 +1742,10 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     43,9,43,23,27,23,47,38,46,23,47,16,57,16,19,9,
     57,53,57,9,57,114,17,0,0,0,99,1,0,0,0,0,
     0,0,0,0,0,0,0,1,0,0,0,3,0,0,0,114,
-    199,0,0,0,41,2,122,42,85,115,101,32,100,101,102,97,
+    200,0,0,0,41,2,122,42,85,115,101,32,100,101,102,97,
     117,108,116,32,115,101,109,97,110,116,105,99,115,32,102,111,
     114,32,109,111,100,117,108,101,32,99,114,101,97,116,105,111,
-    110,46,78,114,24,0,0,0,114,187,0,0,0,115,1,0,
+    110,46,78,114,24,0,0,0,114,188,0,0,0,115,1,0,
     0,0,32,114,5,0,0,0,114,175,0,0,0,122,28,70,
     114,111,122,101,110,73,109,112,111,114,116,101,114,46,99,114,
     101,97,116,101,95,109,111,100,117,108,101,78,3,0,0,115,
@@ -1781,10 +1781,10 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     100,46,32,32,85,115,101,32,101,120,101,99,95,109,111,100,
     117,108,101,40,41,32,105,110,115,116,101,97,100,46,10,10,
     32,32,32,32,32,32,32,32,78,41,1,114,119,0,0,0,
-    114,200,0,0,0,115,2,0,0,0,32,32,114,5,0,0,
+    114,201,0,0,0,115,2,0,0,0,32,32,114,5,0,0,
     0,114,183,0,0,0,122,26,70,114,111,122,101,110,73,109,
     112,111,114,116,101,114,46,108,111,97,100,95,109,111,100,117,
-    108,101,91,3,0,0,243,2,0,0,0,10,8,114,212,0,
+    108,101,91,3,0,0,243,2,0,0,0,10,8,114,213,0,
     0,0,115,10,0,0,0,16,33,34,37,39,47,16,48,9,
     48,114,17,0,0,0,99,2,0,0,0,0,0,0,0,0,
     0,0,0,3,0,0,0,3,0,0,0,243,10,0,0,0,
@@ -1792,42 +1792,42 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     116,117,114,110,32,116,104,101,32,99,111,100,101,32,111,98,
     106,101,99,116,32,102,111,114,32,116,104,101,32,102,114,111,
     122,101,110,32,109,111,100,117,108,101,46,78,41,2,114,70,
-    0,0,0,114,209,0,0,0,114,200,0,0,0,115,2,0,
-    0,0,32,32,114,5,0,0,0,114,201,0,0,0,122,23,
+    0,0,0,114,210,0,0,0,114,201,0,0,0,115,2,0,
+    0,0,32,32,114,5,0,0,0,114,202,0,0,0,122,23,
     70,114,111,122,101,110,73,109,112,111,114,116,101,114,46,103,
     101,116,95,99,111,100,101,101,3,0,0,243,2,0,0,0,
-    10,4,114,214,0,0,0,115,10,0,0,0,16,20,16,48,
+    10,4,114,215,0,0,0,115,10,0,0,0,16,20,16,48,
     39,47,16,48,9,48,114,17,0,0,0,99,2,0,0,0,
     0,0,0,0,0,0,0,0,1,0,0,0,3,0,0,0,
-    114,199,0,0,0,41,2,122,54,82,101,116,117,114,110,32,
+    114,200,0,0,0,41,2,122,54,82,101,116,117,114,110,32,
     78,111,110,101,32,97,115,32,102,114,111,122,101,110,32,109,
     111,100,117,108,101,115,32,100,111,32,110,111,116,32,104,97,
     118,101,32,115,111,117,114,99,101,32,99,111,100,101,46,78,
-    114,24,0,0,0,114,200,0,0,0,115,2,0,0,0,32,
-    32,114,5,0,0,0,114,203,0,0,0,122,25,70,114,111,
+    114,24,0,0,0,114,201,0,0,0,115,2,0,0,0,32,
+    32,114,5,0,0,0,114,204,0,0,0,122,25,70,114,111,
     122,101,110,73,109,112,111,114,116,101,114,46,103,101,116,95,
-    115,111,117,114,99,101,107,3,0,0,114,202,0,0,0,114,
-    202,0,0,0,115,4,0,0,0,16,20,16,20,114,17,0,
+    115,111,117,114,99,101,107,3,0,0,114,203,0,0,0,114,
+    203,0,0,0,115,4,0,0,0,16,20,16,20,114,17,0,
     0,0,99,2,0,0,0,0,0,0,0,0,0,0,0,3,
-    0,0,0,3,0,0,0,114,213,0,0,0,41,2,122,46,
+    0,0,0,3,0,0,0,114,214,0,0,0,41,2,122,46,
     82,101,116,117,114,110,32,84,114,117,101,32,105,102,32,116,
     104,101,32,102,114,111,122,101,110,32,109,111,100,117,108,101,
     32,105,115,32,97,32,112,97,99,107,97,103,101,46,78,41,
     2,114,70,0,0,0,90,17,105,115,95,102,114,111,122,101,
-    110,95,112,97,99,107,97,103,101,114,200,0,0,0,115,2,
+    110,95,112,97,99,107,97,103,101,114,201,0,0,0,115,2,
     0,0,0,32,32,114,5,0,0,0,114,136,0,0,0,122,
     25,70,114,111,122,101,110,73,109,112,111,114,116,101,114,46,
-    105,115,95,112,97,99,107,97,103,101,113,3,0,0,114,214,
-    0,0,0,114,214,0,0,0,115,10,0,0,0,16,20,16,
-    48,39,47,16,48,9,48,114,17,0,0,0,114,204,0,0,
+    105,115,95,112,97,99,107,97,103,101,113,3,0,0,114,215,
+    0,0,0,114,215,0,0,0,115,10,0,0,0,16,20,16,
+    48,39,47,16,48,9,48,114,17,0,0,0,114,205,0,0,
     0,114,0,0,0,0,41,17,114,8,0,0,0,114,7,0,
     0,0,114,1,0,0,0,114,9,0,0,0,114,164,0,0,
-    0,114,205,0,0,0,114,122,0,0,0,114,206,0,0,0,
-    114,196,0,0,0,114,197,0,0,0,114,175,0,0,0,114,
-    176,0,0,0,114,183,0,0,0,114,108,0,0,0,114,201,
-    0,0,0,114,203,0,0,0,114,136,0,0,0,114,24,0,
-    0,0,114,17,0,0,0,114,5,0,0,0,114,207,0,0,
-    0,114,207,0,0,0,37,3,0,0,115,48,0,0,0,8,
+    0,114,206,0,0,0,114,122,0,0,0,114,207,0,0,0,
+    114,197,0,0,0,114,198,0,0,0,114,175,0,0,0,114,
+    176,0,0,0,114,183,0,0,0,114,108,0,0,0,114,202,
+    0,0,0,114,204,0,0,0,114,136,0,0,0,114,24,0,
+    0,0,114,17,0,0,0,114,5,0,0,0,114,208,0,0,
+    0,114,208,0,0,0,37,3,0,0,115,48,0,0,0,8,
     0,4,2,4,7,2,2,8,1,2,10,10,1,2,6,10,
     1,2,11,8,1,2,3,8,1,2,8,8,1,2,9,2,
     1,10,1,2,4,2,1,10,1,2,4,2,1,14,1,115,
@@ -1846,7 +1846,7 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     17,6,22,5,48,5,48,5,48,5,48,5,48,6,17,6,
     22,5,20,5,20,5,20,5,20,5,20,6,17,6,22,5,
     48,5,48,5,48,5,48,5,48,5,48,5,48,114,17,0,
-    0,0,114,207,0,0,0,99,0,0,0,0,0,0,0,0,
+    0,0,114,208,0,0,0,99,0,0,0,0,0,0,0,0,
     0,0,0,0,1,0,0,0,0,0,0,0,115,28,0,0,
     0,101,0,90,1,100,0,90,2,100,1,90,3,100,2,132,
     0,90,4,100,3,132,0,90,5,100,4,83,0,41,5,218,
@@ -1862,10 +1862,10 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     0,0,32,114,5,0,0,0,114,65,0,0,0,122,28,95,
     73,109,112,111,114,116,76,111,99,107,67,111,110,116,101,120,
     116,46,95,95,101,110,116,101,114,95,95,126,3,0,0,243,
-    2,0,0,0,12,2,114,217,0,0,0,115,12,0,0,0,
+    2,0,0,0,12,2,114,218,0,0,0,115,12,0,0,0,
     9,13,9,28,9,28,9,28,9,28,9,28,114,17,0,0,
     0,99,4,0,0,0,0,0,0,0,0,0,0,0,2,0,
-    0,0,3,0,0,0,114,216,0,0,0,41,2,122,60,82,
+    0,0,3,0,0,0,114,217,0,0,0,41,2,122,60,82,
     101,108,101,97,115,101,32,116,104,101,32,105,109,112,111,114,
     116,32,108,111,99,107,32,114,101,103,97,114,100,108,101,115,
     115,32,111,102,32,97,110,121,32,114,97,105,115,101,100,32,
@@ -1876,12 +1876,12 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     97,99,107,115,4,0,0,0,32,32,32,32,114,5,0,0,
     0,114,68,0,0,0,122,27,95,73,109,112,111,114,116,76,
     111,99,107,67,111,110,116,101,120,116,46,95,95,101,120,105,
-    116,95,95,130,3,0,0,114,217,0,0,0,114,217,0,0,
+    116,95,95,130,3,0,0,114,218,0,0,0,114,218,0,0,
     0,115,12,0,0,0,9,13,9,28,9,28,9,28,9,28,
     9,28,114,17,0,0,0,78,41,6,114,8,0,0,0,114,
     7,0,0,0,114,1,0,0,0,114,9,0,0,0,114,65,
     0,0,0,114,68,0,0,0,114,24,0,0,0,114,17,0,
-    0,0,114,5,0,0,0,114,215,0,0,0,114,215,0,0,
+    0,0,114,5,0,0,0,114,216,0,0,0,114,216,0,0,
     0,122,3,0,0,115,8,0,0,0,8,0,4,2,6,2,
     10,4,115,66,0,0,0,0,129,0,129,0,129,0,129,0,
     129,0,129,0,129,8,255,0,127,0,127,0,127,0,127,0,
@@ -1890,7 +1890,7 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     127,0,127,0,127,6,7,10,4,115,28,0,0,0,1,1,
     1,1,1,1,1,1,5,47,1,1,5,28,5,28,5,28,
     5,28,5,28,5,28,5,28,5,28,114,17,0,0,0,114,
-    215,0,0,0,99,3,0,0,0,0,0,0,0,0,0,0,
+    216,0,0,0,99,3,0,0,0,0,0,0,0,0,0,0,
     0,5,0,0,0,3,0,0,0,115,64,0,0,0,124,1,
     160,0,100,1,124,2,100,2,24,0,161,2,125,3,116,1,
     124,3,131,1,124,2,107,0,114,18,116,2,100,3,131,1,
@@ -1909,7 +1909,7 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     7,112,97,99,107,97,103,101,218,5,108,101,118,101,108,90,
     4,98,105,116,115,90,4,98,97,115,101,115,5,0,0,0,
     32,32,32,32,32,114,5,0,0,0,218,13,95,114,101,115,
-    111,108,118,101,95,110,97,109,101,114,226,0,0,0,135,3,
+    111,108,118,101,95,110,97,109,101,114,227,0,0,0,135,3,
     0,0,115,10,0,0,0,16,2,12,1,8,1,8,1,20,
     1,115,10,0,0,0,16,2,10,1,10,1,8,1,20,1,
     115,64,0,0,0,12,19,12,42,27,30,32,37,40,41,32,
@@ -1927,11 +1927,11 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     108,105,110,103,32,98,97,99,107,32,116,111,32,102,105,110,
     100,95,109,111,100,117,108,101,40,41,41,6,114,6,0,0,
     0,114,109,0,0,0,114,110,0,0,0,114,182,0,0,0,
-    114,197,0,0,0,114,112,0,0,0,41,5,218,6,102,105,
-    110,100,101,114,114,20,0,0,0,114,194,0,0,0,114,116,
+    114,198,0,0,0,114,112,0,0,0,41,5,218,6,102,105,
+    110,100,101,114,114,20,0,0,0,114,195,0,0,0,114,116,
     0,0,0,114,130,0,0,0,115,5,0,0,0,32,32,32,
     32,32,114,5,0,0,0,218,17,95,102,105,110,100,95,115,
-    112,101,99,95,108,101,103,97,99,121,114,228,0,0,0,144,
+    112,101,99,95,108,101,103,97,99,121,114,229,0,0,0,144,
     3,0,0,115,12,0,0,0,14,1,12,2,12,1,8,1,
     4,1,10,1,115,16,0,0,0,6,1,6,1,2,255,12,
     2,12,1,6,1,6,1,10,1,115,60,0,0,0,15,27,
@@ -1967,14 +1967,14 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     116,97,95,112,97,116,104,32,105,115,32,101,109,112,116,121,
     41,12,114,18,0,0,0,218,9,109,101,116,97,95,112,97,
     116,104,114,94,0,0,0,114,109,0,0,0,114,110,0,0,
-    0,114,182,0,0,0,114,113,0,0,0,114,215,0,0,0,
-    114,196,0,0,0,114,2,0,0,0,114,228,0,0,0,114,
-    121,0,0,0,41,10,114,20,0,0,0,114,194,0,0,0,
-    114,195,0,0,0,114,229,0,0,0,90,9,105,115,95,114,
-    101,108,111,97,100,114,227,0,0,0,114,196,0,0,0,114,
+    0,114,182,0,0,0,114,113,0,0,0,114,216,0,0,0,
+    114,197,0,0,0,114,2,0,0,0,114,229,0,0,0,114,
+    121,0,0,0,41,10,114,20,0,0,0,114,195,0,0,0,
+    114,196,0,0,0,114,230,0,0,0,90,9,105,115,95,114,
+    101,108,111,97,100,114,228,0,0,0,114,197,0,0,0,114,
     117,0,0,0,114,118,0,0,0,114,121,0,0,0,115,10,
     0,0,0,32,32,32,32,32,32,32,32,32,32,114,5,0,
-    0,0,218,10,95,102,105,110,100,95,115,112,101,99,114,230,
+    0,0,218,10,95,102,105,110,100,95,115,112,101,99,114,231,
     0,0,0,154,3,0,0,115,78,0,0,0,6,2,8,1,
     8,2,4,3,12,1,10,5,8,1,8,1,2,1,8,1,
     2,128,12,1,12,1,8,1,2,1,12,250,4,5,2,254,
@@ -2034,10 +2034,10 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     105,110,115,116,97,110,99,101,218,3,115,116,114,218,9,84,
     121,112,101,69,114,114,111,114,114,53,0,0,0,114,3,0,
     0,0,218,10,86,97,108,117,101,69,114,114,111,114,114,94,
-    0,0,0,169,3,114,20,0,0,0,114,224,0,0,0,114,
-    225,0,0,0,115,3,0,0,0,32,32,32,114,5,0,0,
+    0,0,0,169,3,114,20,0,0,0,114,225,0,0,0,114,
+    226,0,0,0,115,3,0,0,0,32,32,32,114,5,0,0,
     0,218,13,95,115,97,110,105,116,121,95,99,104,101,99,107,
-    114,236,0,0,0,201,3,0,0,115,24,0,0,0,10,2,
+    114,237,0,0,0,201,3,0,0,115,24,0,0,0,10,2,
     18,1,8,1,8,1,8,1,10,1,8,1,4,1,8,1,
     12,2,8,1,8,255,115,34,0,0,0,8,2,20,1,6,
     1,10,1,6,1,2,5,8,252,2,4,8,253,2,1,2,
@@ -2084,17 +2084,17 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     80,0,0,0,114,167,0,0,0,114,2,0,0,0,218,8,
     95,69,82,82,95,77,83,71,114,53,0,0,0,218,19,77,
     111,100,117,108,101,78,111,116,70,111,117,110,100,69,114,114,
-    111,114,114,121,0,0,0,114,230,0,0,0,114,138,0,0,
-    0,114,142,0,0,0,114,186,0,0,0,114,184,0,0,0,
+    111,114,114,121,0,0,0,114,231,0,0,0,114,138,0,0,
+    0,114,142,0,0,0,114,187,0,0,0,114,184,0,0,0,
     114,11,0,0,0,114,109,0,0,0,114,110,0,0,0,114,
     182,0,0,0,41,10,114,20,0,0,0,218,7,105,109,112,
-    111,114,116,95,114,194,0,0,0,114,154,0,0,0,90,11,
+    111,114,116,95,114,195,0,0,0,114,154,0,0,0,90,11,
     112,97,114,101,110,116,95,115,112,101,99,90,13,112,97,114,
     101,110,116,95,109,111,100,117,108,101,114,116,0,0,0,90,
     5,99,104,105,108,100,114,117,0,0,0,114,118,0,0,0,
     115,10,0,0,0,32,32,32,32,32,32,32,32,32,32,114,
     5,0,0,0,218,23,95,102,105,110,100,95,97,110,100,95,
-    108,111,97,100,95,117,110,108,111,99,107,101,100,114,241,0,
+    108,111,97,100,95,117,110,108,111,99,107,101,100,114,242,0,
     0,0,220,3,0,0,115,92,0,0,0,4,1,14,1,4,
     1,4,1,10,1,10,1,10,2,10,1,10,1,2,1,8,
     1,2,128,12,1,16,1,14,1,2,254,2,128,6,3,14,
@@ -2133,442 +2133,449 @@ const unsigned char _Py_M__importlib_bootstrap[] = {
     0,0,167,3,43,0,171,23,65,2,7,193,40,4,65,52,
     0,193,52,10,65,62,7,194,7,6,66,15,0,194,15,21,
     66,40,7,194,39,1,66,40,7,99,2,0,0,0,0,0,
-    0,0,0,0,0,0,9,0,0,0,3,0,0,0,115,132,
-    0,0,0,116,0,124,0,131,1,53,0,1,0,116,1,106,
-    2,160,3,124,0,116,4,161,2,125,2,124,2,116,4,117,
-    0,114,27,116,5,124,0,124,1,131,2,2,0,100,1,4,
-    0,4,0,131,3,1,0,83,0,9,0,100,1,4,0,4,
-    0,131,3,1,0,110,11,35,0,49,0,115,39,119,4,37,
-    0,1,0,1,0,1,0,89,0,1,0,1,0,124,2,100,
-    1,117,0,114,60,100,2,160,6,124,0,161,1,125,3,116,
-    7,124,3,124,0,100,3,141,2,130,1,116,8,124,0,131,
-    1,1,0,124,2,83,0,41,4,122,25,70,105,110,100,32,
-    97,110,100,32,108,111,97,100,32,116,104,101,32,109,111,100,
-    117,108,101,46,78,122,40,105,109,112,111,114,116,32,111,102,
-    32,123,125,32,104,97,108,116,101,100,59,32,78,111,110,101,
-    32,105,110,32,115,121,115,46,109,111,100,117,108,101,115,114,
-    19,0,0,0,41,9,114,61,0,0,0,114,18,0,0,0,
+    0,0,0,0,0,0,9,0,0,0,3,0,0,0,115,174,
+    0,0,0,116,0,106,1,160,2,124,0,116,3,161,2,125,
+    2,124,2,116,3,117,0,115,21,116,4,116,4,124,2,100,
+    1,100,2,131,3,100,3,100,4,131,3,114,70,116,5,124,
+    0,131,1,53,0,1,0,116,0,106,1,160,2,124,0,116,
+    3,161,2,125,2,124,2,116,3,117,0,114,48,116,6,124,
+    0,124,1,131,2,2,0,100,2,4,0,4,0,131,3,1,
+    0,83,0,9,0,100,2,4,0,4,0,131,3,1,0,110,
+    11,35,0,49,0,115,60,119,4,37,0,1,0,1,0,1,
+    0,89,0,1,0,1,0,116,7,124,0,131,1,1,0,124,
+    2,100,2,117,0,114,85,100,5,160,8,124,0,161,1,125,
+    3,116,9,124,3,124,0,100,6,141,2,130,1,124,2,83,
+    0,41,7,122,25,70,105,110,100,32,97,110,100,32,108,111,
+    97,100,32,116,104,101,32,109,111,100,117,108,101,46,114,121,
+    0,0,0,78,114,186,0,0,0,70,122,40,105,109,112,111,
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-    8,24,0,133,2,25,0,25,0,83,0,116,7,124,5,100,
-    4,131,2,114,85,116,8,124,5,124,3,116,0,131,3,83,
-    0,124,5,83,0,41,5,97,215,1,0,0,73,109,112,111,
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-    32,32,84,104,101,32,39,103,108,111,98,97,108,115,39,32,
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-    105,118,101,32,105,109,112,111,114,116,115,46,32,84,104,101,
-    32,39,108,111,99,97,108,115,39,32,97,114,103,117,109,101,
-    110,116,32,105,115,32,105,103,110,111,114,101,100,46,32,84,
-    104,101,10,32,32,32,32,39,102,114,111,109,108,105,115,116,
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-    102,105,101,115,32,119,104,97,116,32,115,104,111,117,108,100,
-    32,101,120,105,115,116,32,97,115,32,97,116,116,114,105,98,
-    117,116,101,115,32,111,110,32,116,104,101,32,109,111,100,117,
-    108,101,10,32,32,32,32,98,101,105,110,103,32,105,109,112,
-    111,114,116,101,100,32,40,101,46,103,46,32,96,96,102,114,
-    111,109,32,109,111,100,117,108,101,32,105,109,112,111,114,116,
-    32,60,102,114,111,109,108,105,115,116,62,96,96,41,46,32,
-    32,84,104,101,32,39,108,101,118,101,108,39,10,32,32,32,
-    32,97,114,103,117,109,101,110,116,32,114,101,112,114,101,115,
-    101,110,116,115,32,116,104,101,32,112,97,99,107,97,103,101,
-    32,108,111,99,97,116,105,111,110,32,116,111,32,105,109,112,
-    111,114,116,32,102,114,111,109,32,105,110,32,97,32,114,101,
-    108,97,116,105,118,101,10,32,32,32,32,105,109,112,111,114,
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+    110,103,32,116,104,101,109,10,32,32,32,32,105,110,116,111,
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+    115,112,97,99,101,46,10,10,32,32,32,32,65,115,32,115,
+    121,115,32,105,115,32,110,101,101,100,101,100,32,102,111,114,
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+    101,115,115,32,97,110,100,32,95,105,109,112,32,105,115,32,
+    110,101,101,100,101,100,32,116,111,32,108,111,97,100,32,98,
+    117,105,108,116,45,105,110,10,32,32,32,32,109,111,100,117,
+    108,101,115,44,32,116,104,111,115,101,32,116,119,111,32,109,
+    111,100,117,108,101,115,32,109,117,115,116,32,98,101,32,101,
+    120,112,108,105,99,105,116,108,121,32,112,97,115,115,101,100,
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+    0,114,4,1,0,0,114,11,0,0,0,41,10,218,10,115,
+    121,115,95,109,111,100,117,108,101,218,11,95,105,109,112,95,
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+    121,112,101,114,20,0,0,0,114,118,0,0,0,114,130,0,
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+    109,101,90,14,98,117,105,108,116,105,110,95,109,111,100,117,
+    108,101,115,10,0,0,0,32,32,32,32,32,32,32,32,32,
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+    1,2,3,6,254,2,2,10,1,10,1,2,128,10,3,2,
+    1,4,5,2,251,8,1,2,3,10,254,10,2,18,1,115,
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+    18,22,18,38,33,37,18,38,13,25,26,40,17,23,17,23,
+    17,25,20,37,38,44,46,52,20,53,13,17,13,31,32,36,
+    38,44,13,45,13,45,0,0,19,22,19,30,31,39,19,40,
+    5,16,25,61,5,59,5,59,9,21,12,24,32,35,32,43,
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+    101,120,116,101,114,110,97,108,95,105,109,112,111,114,116,101,
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+    41,44,41,52,53,61,41,62,5,63,5,63,5,63,5,63,
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+    6,12,6,19,12,26,14,102,8,26,12,45,6,72,6,17,
+    6,17,6,30,6,36,6,45,12,15,12,80,12,85,6,13,
+    6,9,8,10,6,47,4,16,8,1,6,2,6,42,6,3,
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+    3,6,8,6,4,4,7,4,2,8,4,2,255,4,1,12,
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+    11,6,11,6,19,6,27,12,102,4,3,10,23,2,3,6,
+    42,2,3,10,69,6,17,6,16,6,31,6,37,6,43,6,
+    14,12,82,12,83,12,15,6,9,6,10,2,3,6,44,6,
+    16,4,3,8,1,6,41,6,3,6,27,2,3,6,12,2,
+    3,10,34,6,27,2,3,6,34,6,7,6,35,6,8,10,
+    8,115,130,1,0,0,1,4,1,4,1,38,1,38,1,38,
+    11,15,1,8,13,17,1,10,12,16,1,9,23,27,1,20,
+    1,38,1,38,1,38,1,27,1,27,1,27,17,19,1,14,
+    16,18,1,13,1,9,1,9,1,9,1,9,22,34,1,9,
+    1,9,1,69,1,69,1,69,1,69,1,69,1,69,1,74,
+    1,74,1,74,1,74,1,74,1,74,1,29,1,29,1,29,
+    1,29,1,29,1,29,1,16,1,16,1,16,1,23,1,23,
+    1,23,1,28,1,28,1,28,48,49,1,54,1,54,1,54,
+    1,54,1,54,1,37,1,37,1,37,1,36,1,36,1,36,
+    1,27,1,27,1,27,1,64,1,64,1,64,1,41,1,41,
+    1,41,1,41,1,41,1,41,46,50,63,67,1,74,1,74,
+    1,74,1,74,1,74,38,42,1,16,1,16,1,16,50,55,
     1,18,1,18,1,18,1,18,1,18,1,18,1,18,1,18,
-    1,18,1,36,1,36,1,36,1,49,1,49,1,49,1,49,
-    1,49,1,49,1,48,1,48,1,48,1,48,1,48,1,48,
-    1,28,1,28,1,28,1,28,1,28,1,28,1,56,1,56,
-    1,56,1,42,1,42,1,42,35,39,1,20,1,20,1,20,
-    1,46,1,46,1,46,19,37,1,16,12,27,30,36,12,36,
-    1,9,1,18,1,18,1,18,18,24,18,26,1,15,1,18,
-    1,18,1,18,31,35,1,45,1,45,1,45,62,67,1,18,
-    1,18,1,18,1,18,1,18,1,19,1,19,1,19,30,34,
-    1,22,1,22,1,22,1,32,1,32,1,32,1,59,1,59,
-    1,59,1,41,1,41,1,41,1,63,1,63,1,63,1,63,
-    1,63,114,17,0,0,0,
+    1,71,1,71,1,71,1,18,1,18,1,18,1,18,1,18,
+    1,18,1,18,1,18,1,18,1,36,1,36,1,36,1,49,
+    1,49,1,49,1,49,1,49,1,49,1,48,1,48,1,48,
+    1,48,1,48,1,48,1,28,1,28,1,28,1,28,1,28,
+    1,28,1,56,1,56,1,56,1,42,1,42,1,42,35,39,
+    1,20,1,20,1,20,1,46,1,46,1,46,19,37,1,16,
+    12,27,30,36,12,36,1,9,1,18,1,18,1,18,18,24,
+    18,26,1,15,1,18,1,18,1,18,31,35,1,45,1,45,
+    1,45,62,67,1,18,1,18,1,18,1,18,1,18,1,19,
+    1,19,1,19,30,34,1,22,1,22,1,22,1,32,1,32,
+    1,32,1,59,1,59,1,59,1,41,1,41,1,41,1,63,
+    1,63,1,63,1,63,1,63,114,17,0,0,0,
 };



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