Miscellaneous Scene-Caching Optimisations and Bugfixes.

manim/__main__.py

@@ -111,13 +111,16 @@ def get_scene_classes_from_module(module):
 
 def get_module(file_name):
     if file_name == "-":
+        # Since this feature is used for rapid testing, using Scene Caching would be a
+        # hindrance in this case.
+        file_writer_config["disable_caching"] = True
         module = types.ModuleType("input_scenes")
         logger.info(
             "Enter the animation's code & end with an EOF (CTRL+D on Linux/Unix, CTRL+Z on Windows):"
         )
         code = sys.stdin.read()
         if not code.startswith("from manim import"):
-            logger.warn(
+            logger.warning(
                 "Didn't find an import statement for Manim. Importing automatically..."
             )
             code = "from manim import *\n" + code

manim/scene/scene.py

@@ -805,7 +805,7 @@ def wrapper(self, *args, **kwargs):
             if not file_writer_config["disable_caching"]:
                 mobjects_on_scene = self.get_mobjects()
                 hash_play = get_hash_from_play_call(
-                    self.camera, animations, mobjects_on_scene
+                    self, self.camera, animations, mobjects_on_scene
                 )
                 self.play_hashes_list.append(hash_play)
                 if self.file_writer.is_already_cached(hash_play):
@@ -836,7 +836,7 @@ def wrapper(self, duration=DEFAULT_WAIT_TIME, stop_condition=None):
             self.revert_to_original_skipping_status()
             if not file_writer_config["disable_caching"]:
                 hash_wait = get_hash_from_wait_call(
-                    self.camera, duration, stop_condition, self.get_mobjects()
+                    self, self.camera, duration, stop_condition, self.get_mobjects()
                 )
                 self.play_hashes_list.append(hash_wait)
                 if self.file_writer.is_already_cached(hash_wait):

manim/scene/scene_file_writer.py

@@ -446,7 +446,7 @@ def close_movie_pipe(self):
         shutil.move(
             self.temp_partial_movie_file_path, self.partial_movie_file_path,
         )
-        logger.debug(
+        logger.info(
             f"Animation {self.scene.num_plays} : Partial movie file written in {self.partial_movie_file_path}"
         )
 

manim/utils/hashing.py

@@ -2,12 +2,14 @@
 import zlib
 import inspect
 import copy
-import dis
 import numpy as np
-from types import ModuleType
+from types import ModuleType, MappingProxyType, FunctionType, MethodType
+from time import perf_counter
 
 from .. import logger
 
+ALREADY_PROCESSED_ID = {}
+
 
 class CustomEncoder(json.JSONEncoder):
     def default(self, obj):
@@ -30,56 +32,132 @@ def default(self, obj):
             Python object that JSON encoder will recognize
 
         """
-        if inspect.isfunction(obj) and not isinstance(obj, ModuleType):
+        if not (isinstance(obj, ModuleType)) and isinstance(
+            obj, (MethodType, FunctionType)
+        ):
             cvars = inspect.getclosurevars(obj)
             cvardict = {**copy.copy(cvars.globals), **copy.copy(cvars.nonlocals)}
             for i in list(cvardict):
                 # NOTE : All module types objects are removed, because otherwise it throws ValueError: Circular reference detected if not. TODO
                 if isinstance(cvardict[i], ModuleType):
                     del cvardict[i]
-            return {"code": inspect.getsource(obj), "nonlocals": cvardict}
+            return self._check_iterable(
+                {"code": inspect.getsource(obj), "nonlocals": cvardict}
+            )
         elif isinstance(obj, np.ndarray):
-            return list(obj)
+            if obj.size > 1000:
+                obj = np.resize(obj, (100, 100))
+                return f"TRUNCATED ARRAY: {repr(obj)}"
+            # We return the repr and not a list to avoid the JsonEncoder to iterate over it.
+            return repr(obj)
         elif hasattr(obj, "__dict__"):
             temp = getattr(obj, "__dict__")
-            return self._encode_dict(temp)
+            # MappingProxy is not supported by the Json Encoder
+            if isinstance(temp, MappingProxyType):
+                return dict(temp)
+            return self._check_iterable(temp)
         elif isinstance(obj, np.uint8):
             return int(obj)
-        try:
-            return json.JSONEncoder.default(self, obj)
-        except TypeError:
-            # This is used when the user enters an unknown type in CONFIG. Rather than throwing an error, we transform
-            # it into a string "Unsupported type for hashing" so that it won't affect the hash.
-            return "Unsupported type for hashing"
-
-    def _encode_dict(self, obj):
-        """Clean dicts to be serialized : As dict keys must be of the type (str, int, float, bool), we have to change them when they are not of the right type.
-        To do that, if one is not of the good type we turn it into its hash using the same
-        method as all the objects here.
+
+        return f"Unsupported type for serializing -> {str(type(obj))}"
+
+    def _handle_already_processed(self, obj):
+        """Handle if an object has been already processed by checking the id of the object.
+
+        This prevents the mechanism to handle an object several times, and is used to prevent any circular reference.
 
         Parameters
         ----------
         obj : Any
-            The obj to be cleaned.
+            The obj to check.
 
         Returns
         -------
         Any
-            The object cleaned following the processus above.
+            "already_processed" string if it has been processed, otherwise obj.
         """
+        global ALREADY_PROCESSED_ID
+        if id(obj) in ALREADY_PROCESSED_ID:
+            return "already_processed"
+        if not isinstance(obj, (str, int, bool, float)):
+            ALREADY_PROCESSED_ID[id(obj)] = obj
+        return obj
 
-        def key_to_hash(key):
-            if not isinstance(key, (str, int, float, bool)) and key is not None:
-                # print('called')
-                return zlib.crc32(json.dumps(key, cls=CustomEncoder).encode())
-            return key
+    def _check_iterable(self, iterable):
+        """Check for circular reference at each iterable that will go through the JSONEncoder, as well as key of the wrong format.
 
-        if isinstance(obj, dict):
-            return {key_to_hash(k): self._encode_dict(v) for k, v in obj.items()}
-        return obj
+        If a key with a bad format is found (i.e not a int, string, or float), it gets replaced byt its hash using the same process implemented here.
+        If a circular reference is found within the iterable, it will be replaced by the string "already processed".
+
+        Parameters
+        ----------
+        iterable : Iterable[Any]
+            The iterable to check.
+        """
+
+        def _key_to_hash(key):
+            return zlib.crc32(json.dumps(key, cls=CustomEncoder).encode())
+
+        def _iter_check_list(lst):
+            # We have to make a copy, as we don't want to touch to the original list
+            # A deepcopy isn't necessary as it is already recursive.
+            lst_copy = copy.copy(lst)
+            for i, el in enumerate(lst):
+                if not isinstance(lst, tuple):
+                    lst_copy[i] = self._handle_already_processed(
+                        el
+                    )  # ISSUE here, because of copy.
+                if isinstance(el, (list, tuple)):
+                    lst_copy[i] = _iter_check_list(el)
+                elif isinstance(el, dict):
+                    lst_copy[i] = _iter_check_dict(el)
+            return lst_copy
+
+        def _iter_check_dict(dct):
+            # We have to make a copy, as we don't want to touch to the original dict
+            # A deepcopy isn't necessary as it is already recursive.
+            dct_copy = copy.copy(dct)
+            for k, v in dct.items():
+                dct_copy[k] = self._handle_already_processed(v)
+                # We check if the k is of the right format (supporter by Json)
+                if not isinstance(k, (str, int, float, bool)) and k is not None:
+                    k_new = _key_to_hash(k)
+                    # We delete the value coupled with the old key, as the value is now coupled with the new key.
+                    dct_copy[k_new] = dct_copy[k]
+                    del dct_copy[k]
+                else:
+                    k_new = k
+                if isinstance(v, dict):
+                    dct_copy[k_new] = _iter_check_dict(v)
+                elif isinstance(v, (list, tuple)):
+                    dct_copy[k_new] = _iter_check_list(v)
+            return dct_copy
+
+        if isinstance(iterable, (list, tuple)):
+            return _iter_check_list(iterable)
+        elif isinstance(iterable, dict):
+            return _iter_check_dict(iterable)
 
     def encode(self, obj):
-        return super().encode(self._encode_dict(obj))
+        """Overriding of :meth:`JSONEncoder.encode`, to make our own process.
+
+        Parameters
+        ----------
+        obj: Any
+            The object to encode in JSON.
+
+        Returns
+        -------
+        :class:`str`
+           The object encoder with the standard json process.
+        """
+        # We need to mark as already processed the first object to go in the process,
+        # As after, only objects that come from iterables will be marked as such.
+        global ALREADY_PROCESSED_ID
+        ALREADY_PROCESSED_ID[id(obj)] = obj
+        if isinstance(obj, (dict, list, tuple)):
+            return super().encode(self._check_iterable(obj))
+        return super().encode(obj)
 
 
 def get_json(obj):
@@ -120,11 +198,16 @@ def get_camera_dict_for_hashing(camera_object):
     return camera_object_dict
 
 
-def get_hash_from_play_call(camera_object, animations_list, current_mobjects_list):
+def get_hash_from_play_call(
+    scene_object, camera_object, animations_list, current_mobjects_list
+):
     """Take the list of animations and a list of mobjects and output their hashes. This is meant to be used for `scene.play` function.
 
     Parameters
     -----------
+    scene_object : :class:`~.Scene`
+        The scene object.
+
     camera_object : :class:`~.Camera`
         The camera object used in the scene.
 
@@ -139,30 +222,44 @@ def get_hash_from_play_call(camera_object, animations_list, current_mobjects_lis
     :class:`str`
         A string concatenation of the respective hashes of `camera_object`, `animations_list` and `current_mobjects_list`, separated by `_`.
     """
+    logger.debug("Hashing ...")
+    global ALREADY_PROCESSED_ID
+    # We add the scene object within the ALREADY_PROCESSED_ID, as we don't want to process because pretty much all of its attributes will be soon or later processed (in one of the three hashes).
+    ALREADY_PROCESSED_ID = {id(scene_object): scene_object}
+    t_start = perf_counter()
     camera_json = get_json(get_camera_dict_for_hashing(camera_object))
-    animations_list_json = [
-        get_json(x) for x in sorted(animations_list, key=lambda obj: str(obj))
-    ]
+    animations_list_json = [get_json(x) for x in sorted(animations_list, key=str)]
     current_mobjects_list_json = [
-        get_json(x) for x in sorted(current_mobjects_list, key=lambda obj: str(obj))
+        get_json(x) for x in sorted(current_mobjects_list, key=str)
     ]
     hash_camera, hash_animations, hash_current_mobjects = [
         zlib.crc32(repr(json_val).encode())
         for json_val in [camera_json, animations_list_json, current_mobjects_list_json]
     ]
+    t_end = perf_counter()
+    logger.debug("Hashing done in {:.5f} s.".format(t_end - t_start))
+    # This will reset ALREADY_PROCESSED_ID as all the hashing processus is finished.
+    ALREADY_PROCESSED_ID = {}
     return "{}_{}_{}".format(hash_camera, hash_animations, hash_current_mobjects)
 
 
 def get_hash_from_wait_call(
-    camera_object, wait_time, stop_condition_function, current_mobjects_list
+    scene_object,
+    camera_object,
+    wait_time,
+    stop_condition_function,
+    current_mobjects_list,
 ):
     """Take a wait time, a boolean function as a stop condition and a list of mobjects, and then output their individual hashes. This is meant to be used for `scene.wait` function.
 
     Parameters
     -----------
+    scene_object : :class:`~.Scene`
+        The scene object.
+    camera_object : :class:`~.Camera`
+        The camera object.
     wait_time : :class:`float`
         The time to wait
-
     stop_condition_function : Callable[[...], bool]
         Boolean function used as a stop_condition in `wait`.
 
@@ -171,21 +268,32 @@ def get_hash_from_wait_call(
     :class:`str`
         A concatenation of the respective hashes of `animations_list and `current_mobjects_list`, separated by `_`.
     """
+    logger.debug("Hashing ...")
+    t_start = perf_counter()
+    global ALREADY_PROCESSED_ID
+    # We add the scene object within the ALREADY_PROCESSED_ID, as we don't want to process because pretty much all of its attributes will be soon or later processed (in one of the three hashes).
+    ALREADY_PROCESSED_ID = {id(scene_object): scene_object}
     camera_json = get_json(get_camera_dict_for_hashing(camera_object))
     current_mobjects_list_json = [
-        get_json(x) for x in sorted(current_mobjects_list, key=lambda obj: str(obj))
+        get_json(x) for x in sorted(current_mobjects_list, key=str)
     ]
     hash_current_mobjects = zlib.crc32(repr(current_mobjects_list_json).encode())
     hash_camera = zlib.crc32(repr(camera_json).encode())
     if stop_condition_function is not None:
         hash_function = zlib.crc32(get_json(stop_condition_function).encode())
+        # This will reset ALREADY_PROCESSED_ID as all the hashing processus is finished.
+        ALREADY_PROCESSED_ID = {}
+        t_end = perf_counter()
+        logger.debug("Hashing done in {:.5f} s.".format(t_end - t_start))
         return "{}_{}{}_{}".format(
             hash_camera,
             str(wait_time).replace(".", "-"),
             hash_function,
             hash_current_mobjects,
         )
-    else:
-        return "{}_{}_{}".format(
-            hash_camera, str(wait_time).replace(".", "-"), hash_current_mobjects
-        )
+    ALREADY_PROCESSED_ID = {}
+    t_end = perf_counter()
+    logger.debug("Hashing done in {:.5f} s.".format(t_end - t_start))
+    return "{}_{}_{}".format(
+        hash_camera, str(wait_time).replace(".", "-"), hash_current_mobjects
+    )