From fcb40408500c887e412fd87fd19094e6c0bc7037 Mon Sep 17 00:00:00 2001 From: John Miller Date: Mon, 5 Nov 2018 17:05:38 -0600 Subject: [PATCH] ein-completer: Robuster oinfo By covering our ears and ignoring as much as possible. Apparently SyntaxError is not a subtype of Exception. Also need to send raw strings otherwise unicode characters will cause fits. Also added new command, `ein:pytools-reinject` to reinject ein's pytools code. The name could probably use some work. --- Demo.ipynb | 160 ++++++++++++++++++++++------------------ lisp/ein-completer.el | 2 +- lisp/ein-pytools.el | 9 +++ lisp/ein_remote_safe.py | 2 + 4 files changed, 102 insertions(+), 71 deletions(-) diff --git a/Demo.ipynb b/Demo.ipynb index c346d10..4e5ca3c 100644 --- a/Demo.ipynb +++ b/Demo.ipynb @@ -9,8 +9,8 @@ "ein.hycell": false, "ein.tags": "worksheet-0", "execute-time": [ - "2018-11-01T22:10:57.982938Z", - "2018-11-01T22:10:58.047627Z" + "2018-11-05T22:48:49.882723Z", + "2018-11-05T22:48:49.898378Z" ], "slideshow": { "slide_type": "-" @@ -18,63 +18,29 @@ }, "outputs": [], "source": [ - "import ein\n", "import ast" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "autoscroll": false, + "collapsed": false, + "ein.hycell": false, + "ein.tags": "worksheet-0", + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [], + "source": [ + "ast.literal_eval()" + ] + }, { "cell_type": "code", "execution_count": 2, - "metadata": { - "autoscroll": false, - "collapsed": false, - "ein.hycell": false, - "ein.tags": "worksheet-0", - "slideshow": { - "slide_type": "-" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "None\n" - ] - } - ], - "source": [ - "print(ein.maybe_undefined_object('ast'))" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "autoscroll": false, - "collapsed": false, - "ein.hycell": false, - "ein.tags": "worksheet-0", - "slideshow": { - "slide_type": "-" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{\"type_name\": \"module\", \"base_class\": \"\", \"string_form\": \"\", \"namespace\": null, \"length\": null, \"file\": \"c:\\\\users\\\\mille\\\\miniconda3\\\\envs\\\\datascience\\\\lib\\\\ast.py\", \"definition\": null, \"docstring\": \"ast\\n~~~\\n\\nThe `ast` module helps Python applications to process trees of the Python\\nabstract syntax grammar. The abstract syntax itself might change with\\neach Python release; this module helps to find out programmatically what\\nthe current grammar looks like and allows modifications of it.\\n\\nAn abstract syntax tree can be generated by passing `ast.PyCF_ONLY_AST` as\\na flag to the `compile()` builtin function or by using the `parse()`\\nfunction from this module. The result will be a tree of objects whose\\nclasses all inherit from `ast.AST`.\\n\\nA modified abstract syntax tree can be compiled into a Python code object\\nusing the built-in `compile()` function.\\n\\nAdditionally various helper functions are provided that make working with\\nthe trees simpler. The main intention of the helper functions and this\\nmodule in general is to provide an easy to use interface for libraries\\nthat work tightly with the python syntax (template engines for example).\\n\\n\\n:copyright: Copyright 2008 by Armin Ronacher.\\n:license: Python License.\", \"source\": null, \"init_definition\": null, \"class_docstring\": null, \"init_docstring\": null, \"call_def\": null, \"call_docstring\": null, \"ismagic\": false, \"isalias\": false, \"isclass\": null, \"argspec\": null, \"found\": true, \"name\": \"\"}\n" - ] - } - ], - "source": [ - "ein.print_object_info_for(ast)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 19, "metadata": { "autoscroll": false, "collapsed": false, @@ -82,8 +48,8 @@ "ein.hycell": false, "ein.tags": "worksheet-0", "execute-time": [ - "2018-11-01T21:49:11.179156Z", - "2018-11-01T21:49:11.210429Z" + "2018-11-05T22:49:00.227520Z", + "2018-11-05T22:49:00.243212Z" ], "slideshow": { "slide_type": "-" @@ -96,7 +62,7 @@ "'3.6.6 | packaged by conda-forge | (default, Jul 26 2018, 11:48:23) [MSC v.1900 64 bit (AMD64)]'" ] }, - "execution_count": 19, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -106,17 +72,50 @@ "sys.version\n" ] }, + { + "cell_type": "markdown", + "metadata": { + "ein.tags": "worksheet-0", + "slideshow": { + "slide_type": "-" + } + }, + "source": [ + "c:/Users/mille/Miniconda3/envs/datascience/Library/bin/" + ] + }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 7, "metadata": { "autoscroll": false, "collapsed": false, "ein.hycell": false, "ein.tags": "worksheet-0", "execute-time": [ - "2018-11-01T21:42:59.363763Z", - "2018-11-01T21:42:59.395043Z" + "2018-11-05T22:34:50.809004Z", + "2018-11-05T22:34:50.824630Z" + ], + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [], + "source": [ + "sys.path.append('C:\\\\Users\\\\Miniconda3\\\\envs\\\\datascience\\\\Library\\\\bin\\\\')" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "autoscroll": false, + "collapsed": false, + "ein.hycell": false, + "ein.tags": "worksheet-0", + "execute-time": [ + "2018-11-05T22:49:41.133042Z", + "2018-11-05T22:49:41.164290Z" ], "slideshow": { "slide_type": "-" @@ -126,23 +125,42 @@ { "data": { "text/plain": [ - "['C:\\\\Users\\\\mille\\\\Miniconda3\\\\envs\\\\datascience\\\\lib\\\\site-packages\\\\ipykernel_launcher.py',\n", - " '-f',\n", - " 'C:\\\\Users\\\\mille\\\\AppData\\\\Roaming\\\\jupyter\\\\runtime\\\\kernel-e3b8b8fe-d913-4e95-81b4-edcbcb21789c.json']" + "['',\n 'C:\\\\Users\\\\mille\\\\Miniconda3\\\\envs\\\\datascience\\\\python36.zip',\n 'C:\\\\Users\\\\mille\\\\Miniconda3\\\\envs\\\\datascience\\\\DLLs',\n 'C:\\\\Users\\\\mille\\\\Miniconda3\\\\envs\\\\datascience\\\\lib',\n 'C:\\\\Users\\\\mille\\\\Miniconda3\\\\envs\\\\datascience',\n 'C:\\\\Users\\\\mille\\\\Miniconda3\\\\envs\\\\datascience\\\\lib\\\\site-packages',\n 'C:\\\\Users\\\\mille\\\\Miniconda3\\\\envs\\\\datascience\\\\lib\\\\site-packages\\\\win32',\n 'C:\\\\Users\\\\mille\\\\Miniconda3\\\\envs\\\\datascience\\\\lib\\\\site-packages\\\\win32\\\\lib',\n 'C:\\\\Users\\\\mille\\\\Miniconda3\\\\envs\\\\datascience\\\\lib\\\\site-packages\\\\Pythonwin',\n 'C:\\\\Users\\\\mille\\\\Miniconda3\\\\envs\\\\datascience\\\\lib\\\\site-packages\\\\IPython\\\\extensions',\n 'C:\\\\Users\\\\mille\\\\.ipython']" ] }, - "execution_count": 17, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "np.zeros" + "sys.path" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 7, + "metadata": { + "autoscroll": false, + "collapsed": false, + "ein.hycell": false, + "ein.tags": "worksheet-0", + "execute-time": [ + "2018-11-05T22:50:28.971341Z", + "2018-11-05T22:50:28.986926Z" + ], + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [], + "source": [ + "a = np.zeros((10,10))" + ] + }, + { + "cell_type": "code", + "execution_count": 4, "metadata": { "autoscroll": false, "collapsed": false, @@ -150,8 +168,8 @@ "ein.hycell": false, "ein.tags": "worksheet-0", "execute-time": [ - "2018-11-01T22:12:22.853327Z", - "2018-11-01T22:12:23.633093Z" + "2018-11-05T22:49:25.379578Z", + "2018-11-05T22:49:27.232239Z" ], "slideshow": { "slide_type": "-" @@ -161,16 +179,18 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 2, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": [ + "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\n" + ], "text/plain": [ "
" ] diff --git a/lisp/ein-completer.el b/lisp/ein-completer.el index 9c14112..c30a0ee 100644 --- a/lisp/ein-completer.el +++ b/lisp/ein-completer.el @@ -139,7 +139,7 @@ notebook buffers and connected buffers." (if (ein:kernel-live-p kernel) (ein:kernel-execute kernel - (format "__ein_print_object_info_for(__ein_maybe_undefined_object(\"%s\", locals()))" obj) + (format "__ein_print_object_info_for(__ein_maybe_undefined_object(r\"%s\", locals()))" obj) (list :output `(,(lambda (d &rest args) (deferred:callback-post d args)) . ,d))) (deferred:callback-post d (list nil nil))) diff --git a/lisp/ein-pytools.el b/lisp/ein-pytools.el index f6b82a0..cd9a170 100644 --- a/lisp/ein-pytools.el +++ b/lisp/ein-pytools.el @@ -67,6 +67,15 @@ If OTHER-WINDOW is non-`nil', open the file in the other window." kernel (buffer-string))))) +(defun ein:pytools-reinject () + "Re-send ein's pytools code to the current kernel. + +If the kernel is reset by the notebook server then it may become +necessary to call this command to ensure pytools continue +working." + (interactive) + (ein:pytools-load-safely (ein:get-kernel-or-error))) + (defun ein:pytools-add-sys-path (kernel) (ein:kernel-execute kernel diff --git a/lisp/ein_remote_safe.py b/lisp/ein_remote_safe.py index 474985a..ba148f1 100644 --- a/lisp/ein_remote_safe.py +++ b/lisp/ein_remote_safe.py @@ -94,6 +94,8 @@ def __ein_maybe_undefined_object(obj, locals=None): return eval(obj, None, locals) except Exception: return None + except SyntaxError: + return None def __ein_print_object_info_for(obj): import IPython.core.oinspect