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{"@context":"https://schema.org","@type":"DiscussionForumPosting","headline":"Better argument checking of subplot definition in `add_subplot()`","articleBody":"\u003c!--To help us understand and resolve your issue, please fill out the form to the best of your ability.--\u003e\r\n\u003c!--You can feel free to delete the sections that do not apply.--\u003e\r\n\r\n### Bug report\r\n\r\n**Bug summary**\r\nThis `*** ValueError: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()` error is raised when executing the `bubble()` function in `cbook/__init__.py` file.\r\n\r\n\u003c!--A short 1-2 sentences that succinctly describes the bug--\u003e\r\n\r\n**Code for reproduction**\r\nUnfortunately I'm unable to provide an easy working example to reproduce the issue. I don't know how I ended up in this `bubble()` function, the line I wrote that triggered the error is:\r\n\r\n```\r\ncax=figure.add_axes([x, y, w, h])\r\n```\r\nWhen I tried composing a minimal example it worked fine.\r\n\r\n\r\n\r\n**Actual outcome**\r\n\r\n\u003c!--The output produced by the above code, which may be a screenshot, console output, etc.--\u003e\r\n\r\nBelow is the traceback:\r\n\r\n```\r\nTraceback (most recent call last):\r\n  File \"/home/guangzhi/anaconda3/envs/cdat2b/lib/python2.7/pdb.py\", line 1314, in main\r\n    pdb._runscript(mainpyfile)\r\n  File \"/home/guangzhi/anaconda3/envs/cdat2b/lib/python2.7/pdb.py\", line 1233, in _runscript\r\n    self.run(statement)\r\n  File \"/home/guangzhi/anaconda3/envs/cdat2b/lib/python2.7/bdb.py\", line 400, in run\r\n    exec cmd in globals, locals\r\n  File \"\u003cstring\u003e\", line 1, in \u003cmodule\u003e\r\n  File \"straighten_analysis_layers.py\", line 7, in \u003cmodule\u003e\r\n    '''\r\n  File \"/home/guangzhi/anaconda3/envs/cdat2b/lib/python2.7/site-packages/matplotlib/figure.py\", line 1152, in add_axes\r\n    self.sca(a)\r\n  File \"/home/guangzhi/anaconda3/envs/cdat2b/lib/python2.7/site-packages/matplotlib/figure.py\", line 1848, in sca\r\n    self._axstack.bubble(a)\r\n  File \"/home/guangzhi/anaconda3/envs/cdat2b/lib/python2.7/site-packages/matplotlib/figure.py\", line 121, in bubble\r\n    return Stack.bubble(self, self._entry_from_axes(a))\r\n  File \"/home/guangzhi/anaconda3/envs/cdat2b/lib/python2.7/site-packages/matplotlib/cbook/__init__.py\", line 1239, in bubble\r\n    if o not in self._elements:\r\nValueError: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()\r\nUncaught exception. Entering post mortem debugging\r\n```\r\n\r\nI tried examining the `if o not in self._elements:` line it stopped at:\r\n\r\n```\r\n(Pdb) print o\r\n((((0.125, -0.09000000000000002, 0.20514705882352943, 0.1),), ()), (25, \u003cmatplotlib.axes._axes.Axes object at 0x7efbc85c0310\u003e))\r\n(Pdb) print self._elements\r\n[(((8, 3, 1), ()), (1, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbcaad6cd0\u003e)),\r\n (((8, 3, 4), ()), (2, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc8d79490\u003e)),\r\n (((8, 3, 7), ()), (3, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc8cf7c10\u003e)),\r\n (((8, 3, 10), ()), (4, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc8c766d0\u003e)),\r\n (((8, 3, 13), ()), (5, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc8c50990\u003e)),\r\n (((8, 3, 16), ()), (6, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc8be4c10\u003e)),\r\n (((8, 3, 19), ()), (7, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc8b6c6d0\u003e)),\r\n (((8, 3, 22), ()), (8, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc8aec190\u003e)),\r\n (((8, 3, 2), ()), (9, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc8c3e890\u003e)),\r\n(((8, 3, 5), ()), (10, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc8cd1e50\u003e)),\r\n (((8, 3, 8), ()), (11, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc8a7fb50\u003e)),\r\n (((8, 3, 11), ()), (12, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc8a05610\u003e)),\r\n (((8, 3, 14), ()), (13, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc89820d0\u003e)), \r\n(((8, 3, 17), ()), (14, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc88f4b50\u003e)),\r\n (((8, 3, 20), ()), (15, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc887b610\u003e)),\r\n (((8, 3, 23), ()), (16, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc87f90d0\u003e)),\r\n (((8, 3, 3), ()), (17, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc873f3d0\u003e)),\r\n (((8, 3, 6), ()), (18, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc86f56d0\u003e)),\r\n (((8, 3, 9), ()), (19, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc8673150\u003e)),\r\n (((8, 3, 12), ()), (20, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc873ff90\u003e)), \r\n(((8, 3, 15), ()), (21, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc88d6bd0\u003e)),\r\n (((8, 3, 18), ()), (22, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc89c32d0\u003e)), \r\n(((8, 3, 21), ()), (23, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc8ce7d90\u003e))\r\n, (((8, 3, 24), ()), (24, \u003cmatplotlib.axes._subplots.AxesSubplot object at 0x7efbc87560d0\u003e)), \r\n((((0.125, -0.09000000000000002, 0.20514705882352943, 0.1),), ()), (25, \u003cmatplotlib.axes._axes.Axes object at 0x7efbc85c0310\u003e))]\r\n(Pdb) self._elements[-1] == o\r\nTrue\r\n(Pdb) self._elements[-2] == o\r\n*** ValueError: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()\r\n(Pdb) print\r\n\r\n(Pdb) \r\n\r\n(Pdb) o in set(self._elements)\r\nTrue\r\n(Pdb) np.any([np.all(i==o) for i in self._elements])\r\n*** ValueError: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()\r\n```\r\nSo it failed to do the equality comparison between `o` and elements in `self._elements`. As shown in the console output, `np.any([np.all(i==o) for i in self._elements])` doesn't work.\r\n\r\nI managed to get around this by using:\r\n```\r\nif o not in set(self._elements):\r\n```\r\nSimilarly for the same line in `remove()` in the same `cbook/__init__.py` file.\r\n\r\nAnd also for the line\r\n```\r\nif thiso == o:\r\n```\r\nis changed to\r\n```\r\nif set([thiso]) == set([o]):\r\n```\r\nNot entirely sure this is the correct way though.\r\n\r\n**Matplotlib version**\r\n\u003c!--Please specify your platform and versions of the relevant libraries you are using:--\u003e\r\n  * Operating system: Linux Mint 19.1\r\n  * Matplotlib version: 2.2.3            py27hb69df0a_0\r\n  * Matplotlib backend (`print(matplotlib.get_backend())`): Qt5Agg\r\n  * Python version: 2.7.17\r\n  * Other libraries: probably not relevant.\r\n\r\nMatplotlib installed via `conda install matplotlib`\r\n\r\n\u003c!--Please tell us how you installed matplotlib and python e.g., from source, pip, conda--\u003e\r\n\u003c!--If you installed from conda, please specify which channel you used if not the default--\u003e\r\n\r\n","author":{"url":"https://github.com/Xunius","@type":"Person","name":"Xunius"},"datePublished":"2019-12-24T11:52:44.000Z","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/CommentAction","userInteractionCount":2},"url":"https://github.com/16016/matplotlib/issues/16016"}

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#16527https://github.com/matplotlib/matplotlib/pull/16527
Better argument checking of subplot definition in add_subplot()https://github.com/matplotlib/matplotlib/issues/16016#top
#16527https://github.com/matplotlib/matplotlib/pull/16527
API: argument checkingValidation of acceptable argument valueshttps://github.com/matplotlib/matplotlib/issues?q=state%3Aopen%20label%3A%22API%3A%20argument%20checking%22
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on Dec 24, 2019https://github.com/matplotlib/matplotlib/issues/16016#issue-542105249
API: argument checkingValidation of acceptable argument valueshttps://github.com/matplotlib/matplotlib/issues?q=state%3Aopen%20label%3A%22API%3A%20argument%20checking%22
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