Welcome to mirror list, hosted at ThFree Co, Russian Federation.

info_gotcha.rst « rst « python_api « doc - git.blender.org/blender.git - Unnamed repository; edit this file 'description' to name the repository.
summaryrefslogtreecommitdiff
blob: 35f9c1bda9f5703f9b25f7e5754acd28c70de9a2 (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
*******
Gotchas
*******

This document attempts to help you work with the Blender API in areas that can be troublesome and avoid practices that are known to give instability.


.. _using_operators:

Using Operators
===============

Blender's operators are tools for users to access, that python can access them too is very useful nevertheless operators have limitations that can make them cumbersome to script.

Main limits are...

* Can't pass data such as objects, meshes or materials to operate on (operators use the context instead)

* The return value from calling an operator gives the success (if it finished or was canceled),
  in some cases it would be more logical from an API perspective to return the result of the operation.

* Operators poll function can fail where an API function would raise an exception giving details on exactly why.


Why does an operator's poll fail?
---------------------------------

When calling an operator gives an error like this:

   >>> bpy.ops.action.clean(threshold=0.001)
   RuntimeError: Operator bpy.ops.action.clean.poll() failed, context is incorrect

Which raises the question as to what the correct context might be?

Typically operators check for the active area type, a selection or active object they can operate on, but some operators are more picky about when they run.

In most cases you can figure out what context an operator needs simply be seeing how it's used in Blender and thinking about what it does.


Unfortunately if you're still stuck - the only way to **really** know whats going on is to read the source code for the poll function and see what its checking.

For python operators it's not so hard to find the source since it's included with Blender and the source file/line is included in the operator reference docs.

Downloading and searching the C code isn't so simple, especially if you're not familiar with the C language but by searching the operator name or description you should be able to find the poll function with no knowledge of C.

.. note::

   Blender does have the functionality for poll functions to describe why they fail, but its currently not used much, if you're interested to help improve our API feel free to add calls to ``CTX_wm_operator_poll_msg_set`` where its not obvious why poll fails.

      >>> bpy.ops.gpencil.draw()
      RuntimeError: Operator bpy.ops.gpencil.draw.poll() Failed to find Grease Pencil data to draw into


The operator still doesn't work!
--------------------------------

Certain operators in Blender are only intended for use in a specific context, some operators for example are only called from the properties window where they check the current material, modifier or constraint.

Examples of this are:

* :mod:`bpy.ops.texture.slot_move`
* :mod:`bpy.ops.constraint.limitdistance_reset`
* :mod:`bpy.ops.object.modifier_copy`
* :mod:`bpy.ops.buttons.file_browse`

Another possibility is that you are the first person to attempt to use this operator in a script and some modifications need to be made to the operator to run in a different context, if the operator should logically be able to run but fails when accessed from a script it should be reported to the bug tracker.


Stale Data
==========

No updates after setting values
-------------------------------

Sometimes you want to modify values from python and immediately access the updated values, eg:

Once changing the objects :class:`bpy.types.Object.location` you may want to access its transformation right after from :class:`bpy.types.Object.matrix_world`, but this doesn't work as you might expect.

Consider the calculations that might go into working out the object's final transformation, this includes:

* animation function curves.
* drivers and their pythons expressions.
* constraints
* parent objects and all of their f-curves, constraints etc.

To avoid expensive recalculations every time a property is modified, Blender defers making the actual calculations until they are needed.

However, while the script runs you may want to access the updated values.

This can be done by calling :class:`bpy.types.Scene.update` after modifying values which recalculates all data that is tagged to be updated.


Can I redraw during the script?
-------------------------------

The official answer to this is no, or... *"You don't want to do that"*.

To give some background on the topic...

While a script executes Blender waits for it to finish and is effectively locked until its done, while in this state Blender won't redraw or respond to user input.
Normally this is not such a problem because scripts distributed with Blender tend not to run for an extended period of time, nevertheless scripts *can* take ages to execute and its nice to see whats going on in the view port.

Tools that lock Blender in a loop and redraw are highly discouraged since they conflict with Blenders ability to run multiple operators at once and update different parts of the interface as the tool runs.

So the solution here is to write a **modal** operator, that is - an operator which defines a modal() function, See the modal operator template in the text  editor.

Modal operators execute on user input or setup their own timers to run frequently, they can handle the events or pass through to be handled by the keymap or other modal operators.

Transform, Painting, Fly-Mode and File-Select are example of a modal operators.

Writing modal operators takes more effort than a simple ``for`` loop that happens to redraw but is more flexible and integrates better with Blenders design.


**Ok, Ok! I still want to draw from python**

If you insist - yes its possible, but scripts that use this hack wont be considered for inclusion in Blender and any issues with using it wont be considered bugs, this is also not guaranteed to work in future releases.

.. code-block:: python

   bpy.ops.wm.redraw_timer(type='DRAW_WIN_SWAP', iterations=1)


Modes and Mesh Access
=====================

When working with mesh data you may run into the problem where a script fails to run as expected in edit-mode. This is caused by edit-mode having its own data which is only written back to the mesh when exiting edit-mode.

A common example is that exporters may access a mesh through ``obj.data`` (a :class:`bpy.types.Mesh`) but the user is in edit-mode, where the mesh data is available but out of sync with the edit mesh.

In this situation you can...

* Exit edit-mode before running the tool.
* Explicitly update the mesh by calling :class:`bmesh.types.BMesh.to_mesh`.
* Modify the script to support working on the edit-mode data directly, see: :mod:`bmesh.from_edit_mesh`.
* Report the context as incorrect and only allow the script to run outside edit-mode.


.. _info_gotcha_mesh_faces:

NGons and Tessellation Faces
============================

Since 2.63 NGons are supported, this adds some complexity since in some cases you need to access triangles/quads still (some exporters for example).

There are now 3 ways to access faces:

* :class:`bpy.types.MeshPolygon` - this is the data structure which now stores faces in object mode (access as ``mesh.polygons`` rather then ``mesh.faces``).
* :class:`bpy.types.MeshTessFace` - the result of triangulating (tessellated) polygons, the main method of face access in 2.62 or older (access as ``mesh.tessfaces``).
* :class:`bmesh.types.BMFace` - the polygons as used in editmode.

For the purpose of the following documentation, these will be referred to as polygons, tessfaces and bmesh-faces respectively.

5+ sided faces will be referred to as ``ngons``.

Support Overview
----------------

+--------------+------------------------------+--------------------------------+--------------------------------+
|Usage         |:class:`bpy.types.MeshPolygon`|:class:`bpy.types.MeshTessFace` |:class:`bmesh.types.BMFace`     |
+==============+==============================+================================+================================+
|Import/Create |Bad (inflexible)              |Fine (supported as upgrade path)|Best                            |
+--------------+------------------------------+--------------------------------+--------------------------------+
|Manipulate    |Bad (inflexible)              |Bad (loses ngons)               |Best                            |
+--------------+------------------------------+--------------------------------+--------------------------------+
|Export/Output |Good (ngons)                  |Good (When ngons can't be used) |Good (ngons, memory overhead)   |
+--------------+------------------------------+--------------------------------+--------------------------------+


.. note::

   Using the :mod:`bmesh` api is completely separate api from :mod:`bpy`, typically you would would use one or the other based on the level of editing needed, not simply for a different way to access faces.


Creating
--------

All 3 datatypes can be used for face creation.

* polygons are the most efficient way to create faces but the data structure is _very_ rigid and inflexible, you must have all your vertes and faces ready and create them all at once. This is further complicated by the fact that each polygon does not store its own verts (as with tessfaces), rather they reference an index and size in :class:`bpy.types.Mesh.loops` which are a fixed array too.
* tessfaces ideally should not be used for creating faces since they are really only tessellation cache of polygons, however for scripts upgrading from 2.62 this is by far the most straightforward option. This works by creating tessfaces and when finished - they can be converted into polygons by calling :class:`bpy.types.Mesh.update`. The obvious limitation is ngons can't be created this way.
* bmesh-faces are most likely the easiest way for new scripts to create faces, since faces can be added one by one and the api has features intended for mesh manipulation. While :class:`bmesh.types.BMesh` uses more memory it can be managed by only operating on one mesh at a time.


Editing
-------

Editing is where the 3 data types vary most.

* polygons are very limited for editing, changing materials and options like smooth works but for anything else they are too inflexible and are only intended for storage.
* tessfaces should not be used for editing geometry because doing so will cause existing ngons to be tessellated.
* bmesh-faces are by far the best way to manipulate geometry.

Exporting
---------

All 3 data types can be used for exporting, the choice mostly depends on whether the target format supports ngons or not.

* polygons are the most direct & efficient way to export providing they convert into the output format easily enough.
* tessfaces work well for exporting to formats which dont support ngons, in fact this is the only place where their use is encouraged.
* bmesh-faces can work for exporting too but may not be necessary if polygons can be used since using bmesh gives some overhead because its not the native storage format in object mode.


Upgrading Importers from 2.62
-----------------------------

Importers can be upgraded to work with only minor changes.

The main change to be made is used the tessellation versions of each attribute.

* mesh.faces --> :class:`bpy.types.Mesh.tessfaces`
* mesh.uv_textures --> :class:`bpy.types.Mesh.tessface_uv_textures`
* mesh.vertex_colors --> :class:`bpy.types.Mesh.tessface_vertex_colors`

Once the data is created call :class:`bpy.types.Mesh.update` to convert the tessfaces into polygons.


Upgrading Exporters from 2.62
-----------------------------

For exporters the most direct way to upgrade is to use tessfaces as with importing however its important to know that tessfaces may **not** exist for a mesh, the array will be empty as if there are no faces.

So before accessing tessface data call: :class:`bpy.types.Mesh.update` ``(calc_tessface=True)``.


EditBones, PoseBones, Bone... Bones
===================================

Armature Bones in Blender have three distinct data structures that contain them. If you are accessing the bones through one of them, you may not have access to the properties you really need.

.. note::

   In the following examples ``bpy.context.object`` is assumed to be an armature object.


Edit Bones
----------

``bpy.context.object.data.edit_bones`` contains a editbones; to access them you must set the armature mode to edit mode first (editbones do not exist in object or pose mode). Use these to create new bones, set their head/tail or roll, change their parenting relationships to other bones, etc.

Example using :class:`bpy.types.EditBone` in armature editmode:

This is only possible in edit mode.

   >>> bpy.context.object.data.edit_bones["Bone"].head = Vector((1.0, 2.0, 3.0)) 

This will be empty outside of editmode.

   >>> mybones = bpy.context.selected_editable_bones

Returns an editbone only in edit mode.

   >>> bpy.context.active_bone


Bones (Object Mode)
-------------------

``bpy.context.object.data.bones`` contains bones. These *live* in object mode, and have various properties you can change, note that the head and tail properties are read-only.

Example using :class:`bpy.types.Bone` in object or pose mode:

Returns a bone (not an editbone) outside of edit mode

   >>> bpy.context.active_bone

This works, as with blender the setting can be edited in any mode

   >>> bpy.context.object.data.bones["Bone"].use_deform = True

Accessible but read-only

   >>> tail = myobj.data.bones["Bone"].tail


Pose Bones
----------

``bpy.context.object.pose.bones`` contains pose bones. This is where animation data resides, i.e. animatable transformations are applied to pose bones, as are constraints and ik-settings.

Examples using :class:`bpy.types.PoseBone` in object or pose mode:

.. code-block:: python

   # Gets the name of the first constraint (if it exists)
   bpy.context.object.pose.bones["Bone"].constraints[0].name 

   # Gets the last selected pose bone (pose mode only)
   bpy.context.active_pose_bone


.. note::

   Notice the pose is accessed from the object rather than the object data, this is why blender can have 2 or more objects sharing the same armature in different poses.

.. note::

   Strictly speaking PoseBone's are not bones, they are just the state of the armature, stored in the :class:`bpy.types.Object` rather than the :class:`bpy.types.Armature`, the real bones are however accessible from the pose bones - :class:`bpy.types.PoseBone.bone`


Armature Mode Switching
-----------------------

While writing scripts that deal with armatures you may find you have to switch between modes, when doing so take care when switching out of editmode not to keep references to the edit-bones or their head/tail vectors. Further access to these will crash blender so its important the script clearly separates sections of the code which operate in different modes.

This is mainly an issue with editmode since pose data can be manipulated without having to be in pose mode, however for operator access you may still need to enter pose mode.


Data Names
==========


Naming Limitations
------------------

A common mistake is to assume newly created data is given the requested name.

This can cause bugs when you add some data (normally imported) then reference it later by name.

.. code-block:: python

   bpy.data.meshes.new(name=meshid)
   
   # normally some code, function calls...
   bpy.data.meshes[meshid]


Or with name assignment...

.. code-block:: python

   obj.name = objname
   
   # normally some code, function calls...
   obj = bpy.data.meshes[objname]


Data names may not match the assigned values if they exceed the maximum length, are already used or an empty string.


Its better practice not to reference objects by names at all, once created you can store the data in a list, dictionary, on a class etc, there is rarely a reason to have to keep searching for the same data by name.


If you do need to use name references, its best to use a dictionary to maintain a mapping between the names of the imported assets and the newly created data, this way you don't run this risk of referencing existing data from the blend file, or worse modifying it.

.. code-block:: python

   # typically declared in the main body of the function.
   mesh_name_mapping = {}
   
   mesh = bpy.data.meshes.new(name=meshid)
   mesh_name_mapping[meshid] = mesh
   
   # normally some code, or function calls...
   
   # use own dictionary rather then bpy.data
   mesh = mesh_name_mapping[meshid]


Library Collisions
------------------

Blender keeps data names unique - :class:`bpy.types.ID.name` so you can't name two objects, meshes, scenes etc the same thing by accident.

However when linking in library data from another blend file naming collisions can occur, so its best to avoid referencing data by name at all.

This can be tricky at times and not even blender handles this correctly in some case (when selecting the modifier object for eg you can't select between multiple objects with the same name), but its still good to try avoid problems in this area.


If you need to select between local and library data, there is a feature in ``bpy.data`` members to allow for this.

.. code-block:: python

   # typical name lookup, could be local or library.
   obj = bpy.data.objects["my_obj"]

   # library object name look up using a pair
   # where the second argument is the library path matching bpy.types.Library.filepath
   obj = bpy.data.objects["my_obj", "//my_lib.blend"]

   # local object name look up using a pair
   # where the second argument excludes library data from being returned.
   obj = bpy.data.objects["my_obj", None]

   # both the examples above also works for 'get'
   obj = bpy.data.objects.get(("my_obj", None))


Relative File Paths
===================

Blenders relative file paths are not compatible with standard python modules such as ``sys`` and ``os``.

Built in python functions don't understand blenders ``//`` prefix which denotes the blend file path.

A common case where you would run into this problem is when exporting a material with associated image paths.

>>> bpy.path.abspath(image.filepath)


When using blender data from linked libraries there is an unfortunate complication since the path will be relative to the library rather then the open blend file. When the data block may be from an external blend file pass the library argument from the :class:`bpy.types.ID`.

>>> bpy.path.abspath(image.filepath, library=image.library)


These returns the absolute path which can be used with native python modules.


Unicode Problems
================

Python supports many different encodings so there is nothing stopping you from
writing a script in ``latin1`` or ``iso-8859-15``.

See `pep-0263 <http://www.python.org/dev/peps/pep-0263/>`_

However this complicates matters for Blender's Python API because ``.blend`` files don't have an explicit encoding.

To avoid the problem for Python integration and script authors we have decided all strings in blend files
**must** be ``UTF-8``, ``ASCII`` compatible.

This means assigning strings with different encodings to an object names for instance will raise an error.

Paths are an exception to this rule since we cannot ignore the existence of non ``UTF-8`` paths on users file-system.

This means seemingly harmless expressions can raise errors, eg.

   >>> print(bpy.data.filepath)
   UnicodeEncodeError: 'ascii' codec can't encode characters in position 10-21: ordinal not in range(128)

   >>> bpy.context.object.name = bpy.data.filepath
   Traceback (most recent call last):
     File "<blender_console>", line 1, in <module>
   TypeError: bpy_struct: item.attr= val: Object.name expected a string type, not str


Here are 2 ways around filesystem encoding issues:

   >>> print(repr(bpy.data.filepath))

   >>> import os
   >>> filepath_bytes = os.fsencode(bpy.data.filepath)
   >>> filepath_utf8 = filepath_bytes.decode('utf-8', "replace")
   >>> bpy.context.object.name = filepath_utf8


Unicode encoding/decoding is a big topic with comprehensive python documentation, to avoid getting stuck too deep in encoding problems - here are some suggestions:

* Always use utf-8 encoiding or convert to utf-8 where the input is unknown.

* Avoid manipulating filepaths as strings directly, use ``os.path`` functions instead.

* Use ``os.fsencode()`` / ``os.fsdecode()`` rather then the built in string decoding functions when operating on paths.

* To print paths or to include them in the user interface use ``repr(path)`` first or ``"%r" % path`` with string formatting.

* **Possibly** - use bytes instead of python strings, when reading some input its less trouble to read it as binary data though you will still need to decide how to treat any strings you want to use with Blender, some importers do this.


Strange errors using 'threading' module
=======================================

Python threading with Blender only works properly when the threads finish up before the script does. By using ``threading.join()`` for example.

Heres an example of threading supported by Blender:

.. code-block:: python

   import threading
   import time

   def prod():
       print(threading.current_thread().name, "Starting")

       # do something vaguely useful
       import bpy
       from mathutils import Vector
       from random import random

       prod_vec = Vector((random() - 0.5, random() - 0.5, random() - 0.5))
       print("Prodding", prod_vec)
       bpy.data.objects["Cube"].location += prod_vec
       time.sleep(random() + 1.0)
       # finish

       print(threading.current_thread().name, "Exiting")

   threads = [threading.Thread(name="Prod %d" % i, target=prod) for i in range(10)]


   print("Starting threads...")

   for t in threads:
       t.start()

   print("Waiting for threads to finish...")

   for t in threads:
       t.join()


This an example of a timer which runs many times a second and moves the default cube continuously while Blender runs **(Unsupported)**.

.. code-block:: python

   def func():
       print("Running...")
       import bpy
       bpy.data.objects['Cube'].location.x += 0.05

   def my_timer():
       from threading import Timer
       t = Timer(0.1, my_timer)
       t.start()
       func()

   my_timer()

Use cases like the one above which leave the thread running once the script finishes may seem to work for a while but end up causing random crashes or errors in Blender's own drawing code.

So far, no work has gone into making Blender's python integration thread safe, so until its properly supported, best not make use of this.

.. note::

   Pythons threads only allow co-currency and won't speed up your scripts on multi-processor systems, the ``subprocess`` and ``multiprocess`` modules can be used with Blender and make use of multiple CPU's too.


Help! My script crashes Blender
===============================

Ideally it would be impossible to crash Blender from python however there are some problems with the API where it can be made to crash.

Strictly speaking this is a bug in the API but fixing it would mean adding memory verification on every access since most crashes are caused by the python objects referencing Blenders memory directly, whenever the memory is freed, further python access to it can crash the script. But fixing this would make the scripts run very slow, or writing a very different kind of API which doesn't reference the memory directly.

Here are some general hints to avoid running into these problems.

* Be aware of memory limits, especially when working with large lists since Blender can crash simply by running out of memory.

* Many hard to fix crashes end up being because of referencing freed data, when removing data be sure not to hold any references to it.

* Modules or classes that remain active while Blender is used, should not hold references to data the user may remove, instead, fetch data from the context each time the script is activated.

* Crashes may not happen every time, they may happen more on some configurations/operating-systems.

.. note::

   To find the line of your script that crashes you can use the ``faulthandler`` module.
   See `faulthandler docs <http://docs.python.org/dev/library/faulthandler.html>`_.

   While the crash may be in Blenders C/C++ code, this can help a lot to track down the area of the script that causes the crash.


Undo/Redo
---------

Undo invalidates all :class:`bpy.types.ID` instances (Object, Scene, Mesh, Lamp... etc).

This example shows how you can tell undo changes the memory locations.

   >>> hash(bpy.context.object)
   -9223372036849950810
   >>> hash(bpy.context.object)
   -9223372036849950810

   # ... move the active object, then undo

   >>> hash(bpy.context.object)
   -9223372036849951740

As suggested above, simply not holding references to data when Blender is used interactively by the user is the only way to ensure the script doesn't become unstable.


Undo & Library Data
^^^^^^^^^^^^^^^^^^^

One of the advantages with Blenders library linking system that undo can skip checking changes in library data since it is assumed to be static.

Tools in Blender are not allowed to modify library data.

Python however does not enforce this restriction.

This can be useful in some cases, using a script to adjust material values for example.
But its also possible to use a script to make library data point to newly created local data, which is not supported since a call to undo will remove the local data but leave the library referencing it and likely crash.

So it's best to consider modifying library data an advanced usage of the API and only to use it when you know what you're doing.


Edit Mode / Memory Access
-------------------------

Switching edit-mode ``bpy.ops.object.mode_set(mode='EDIT')`` / ``bpy.ops.object.mode_set(mode='OBJECT')`` will re-allocate objects data, any references to a meshes vertices/polygons/uvs, armatures bones, curves points etc cannot be accessed after switching edit-mode.

Only the reference to the data its self can be re-accessed, the following example will crash.

.. code-block:: python

   mesh = bpy.context.active_object.data
   polygons = mesh.polygons
   bpy.ops.object.mode_set(mode='EDIT')
   bpy.ops.object.mode_set(mode='OBJECT')

   # this will crash
   print(polygons)


So after switching edit-mode you need to re-access any object data variables, the following example shows how to avoid the crash above.

.. code-block:: python

   mesh = bpy.context.active_object.data
   polygons = mesh.polygons
   bpy.ops.object.mode_set(mode='EDIT')
   bpy.ops.object.mode_set(mode='OBJECT')

   # polygons have been re-allocated
   polygons = mesh.polygons
   print(polygons)


These kinds of problems can happen for any functions which re-allocate the object data but are most common when switching edit-mode.


Array Re-Allocation
-------------------

When adding new points to a curve or vertices's/edges/polygons to a mesh, internally the array which stores this data is re-allocated.

.. code-block:: python

   bpy.ops.curve.primitive_bezier_curve_add()
   point = bpy.context.object.data.splines[0].bezier_points[0]
   bpy.context.object.data.splines[0].bezier_points.add()

   # this will crash!
   point.co = 1.0, 2.0, 3.0

This can be avoided by re-assigning the point variables after adding the new one or by storing indices's to the points rather then the points themselves.

The best way is to sidestep the problem altogether add all the points to the curve at once. This means you don't have to worry about array re-allocation and its faster too since reallocating the entire array for every point added is inefficient.


Removing Data
-------------

**Any** data that you remove shouldn't be modified or accessed afterwards, this includes f-curves, drivers, render layers, timeline markers, modifiers, constraints along with objects, scenes, groups, bones.. etc.

The ``remove()`` api calls will invalidate the data they free to prevent common mistakes.

The following example shows how this precortion works.

.. code-block:: python

   mesh = bpy.data.meshes.new(name="MyMesh")
   # normally the script would use the mesh here...
   bpy.data.meshes.remove(mesh)
   print(mesh.name)  # <- give an exception rather then crashing:

   # ReferenceError: StructRNA of type Mesh has been removed


But take care because this is limited to scripts accessing the variable which is removed, the next example will still crash.

.. code-block:: python

   mesh = bpy.data.meshes.new(name="MyMesh")
   vertices = mesh.vertices
   bpy.data.meshes.remove(mesh)
   print(vertices)  # <- this may crash


sys.exit
========

Some python modules will call ``sys.exit()`` themselves when an error occurs, while not common behavior this is something to watch out for because it may seem as if blender is crashing since ``sys.exit()`` will quit blender immediately.

For example, the ``optparse`` module will print an error and exit if the arguments are invalid.

An ugly way of troubleshooting this is to set ``sys.exit = None`` and see what line of python code is quitting, you could of course replace ``sys.exit`` with your own function but manipulating python in this way is bad practice.