Show More
| @@ -1,162 +1,173 b'' | |||||
| 1 | # encoding: utf-8 |
|
1 | # encoding: utf-8 | |
| 2 | """ |
|
2 | """ | |
| 3 | IO capturing utilities. |
|
3 | IO capturing utilities. | |
| 4 | """ |
|
4 | """ | |
| 5 |
|
5 | |||
| 6 | #----------------------------------------------------------------------------- |
|
6 | #----------------------------------------------------------------------------- | |
| 7 | # Copyright (C) 2013 The IPython Development Team |
|
7 | # Copyright (C) 2013 The IPython Development Team | |
| 8 | # |
|
8 | # | |
| 9 | # Distributed under the terms of the BSD License. The full license is in |
|
9 | # Distributed under the terms of the BSD License. The full license is in | |
| 10 | # the file COPYING, distributed as part of this software. |
|
10 | # the file COPYING, distributed as part of this software. | |
| 11 | #----------------------------------------------------------------------------- |
|
11 | #----------------------------------------------------------------------------- | |
| 12 | from __future__ import print_function |
|
12 | from __future__ import print_function | |
| 13 |
|
13 | |||
| 14 | #----------------------------------------------------------------------------- |
|
14 | #----------------------------------------------------------------------------- | |
| 15 | # Imports |
|
15 | # Imports | |
| 16 | #----------------------------------------------------------------------------- |
|
16 | #----------------------------------------------------------------------------- | |
| 17 |
|
17 | |||
| 18 | import sys |
|
18 | import sys | |
| 19 | from StringIO import StringIO |
|
19 | from StringIO import StringIO | |
| 20 |
|
20 | |||
| 21 | #----------------------------------------------------------------------------- |
|
21 | #----------------------------------------------------------------------------- | |
| 22 | # Classes and functions |
|
22 | # Classes and functions | |
| 23 | #----------------------------------------------------------------------------- |
|
23 | #----------------------------------------------------------------------------- | |
| 24 |
|
24 | |||
| 25 |
|
25 | |||
| 26 | class RichOutput(object): |
|
26 | class RichOutput(object): | |
| 27 | def __init__(self, source, data, metadata): |
|
27 | def __init__(self, source, data, metadata): | |
| 28 | self.source = source |
|
28 | self.source = source | |
| 29 | self.data = data or {} |
|
29 | self.data = data or {} | |
| 30 | self.metadata = metadata or {} |
|
30 | self.metadata = metadata or {} | |
| 31 |
|
31 | |||
| 32 | def display(self): |
|
32 | def display(self): | |
| 33 | from IPython.display import publish_display_data |
|
33 | from IPython.display import publish_display_data | |
| 34 | publish_display_data(self.source, self.data, self.metadata) |
|
34 | publish_display_data(self.source, self.data, self.metadata) | |
| 35 |
|
35 | |||
| 36 | def _repr_mime_(self, mime): |
|
36 | def _repr_mime_(self, mime): | |
| 37 | if mime not in self.data: |
|
37 | if mime not in self.data: | |
| 38 | return |
|
38 | return | |
| 39 | data = self.data[mime] |
|
39 | data = self.data[mime] | |
| 40 | if mime in self.metadata: |
|
40 | if mime in self.metadata: | |
| 41 | return data, self.metadata[mime] |
|
41 | return data, self.metadata[mime] | |
| 42 | else: |
|
42 | else: | |
| 43 | return data |
|
43 | return data | |
| 44 |
|
44 | |||
| 45 | def _repr_html_(self): |
|
45 | def _repr_html_(self): | |
| 46 | return self._repr_mime_("text/html") |
|
46 | return self._repr_mime_("text/html") | |
| 47 |
|
47 | |||
| 48 | def _repr_latex_(self): |
|
48 | def _repr_latex_(self): | |
| 49 | return self._repr_mime_("text/latex") |
|
49 | return self._repr_mime_("text/latex") | |
| 50 |
|
50 | |||
| 51 | def _repr_json_(self): |
|
51 | def _repr_json_(self): | |
| 52 | return self._repr_mime_("application/json") |
|
52 | return self._repr_mime_("application/json") | |
| 53 |
|
53 | |||
| 54 | def _repr_javascript_(self): |
|
54 | def _repr_javascript_(self): | |
| 55 | return self._repr_mime_("application/javascript") |
|
55 | return self._repr_mime_("application/javascript") | |
| 56 |
|
56 | |||
| 57 | def _repr_png_(self): |
|
57 | def _repr_png_(self): | |
| 58 | return self._repr_mime_("image/png") |
|
58 | return self._repr_mime_("image/png") | |
| 59 |
|
59 | |||
| 60 | def _repr_jpeg_(self): |
|
60 | def _repr_jpeg_(self): | |
| 61 | return self._repr_mime_("image/jpg") |
|
61 | return self._repr_mime_("image/jpg") | |
| 62 |
|
62 | |||
| 63 | def _repr_svg_(self): |
|
63 | def _repr_svg_(self): | |
| 64 | return self._repr_mime_("image/svg+xml") |
|
64 | return self._repr_mime_("image/svg+xml") | |
| 65 |
|
65 | |||
| 66 |
|
66 | |||
| 67 | class CapturedIO(object): |
|
67 | class CapturedIO(object): | |
| 68 | """Simple object for containing captured stdout/err and rich display StringIO objects |
|
68 | """Simple object for containing captured stdout/err and rich display StringIO objects | |
| 69 |
|
69 | |||
| 70 | Each instance `c` has three attributes: |
|
70 | Each instance `c` has three attributes: | |
| 71 |
|
71 | |||
| 72 | c.stdout : standard output as a string |
|
72 | c.stdout : standard output as a string | |
| 73 | c.stderr : standard error as a string |
|
73 | c.stderr : standard error as a string | |
| 74 | c.outputs: a list of rich display outputs |
|
74 | c.outputs: a list of rich display outputs | |
| 75 |
|
75 | |||
| 76 | Additionally, there's a `c.show()` method which will print all of the |
|
76 | Additionally, there's a `c.show()` method which will print all of the | |
| 77 | above in the same order, and can be invoked simply via `c()`. |
|
77 | above in the same order, and can be invoked simply via `c()`. | |
| 78 | """ |
|
78 | """ | |
| 79 |
|
79 | |||
| 80 | def __init__(self, stdout, stderr, outputs=None): |
|
80 | def __init__(self, stdout, stderr, outputs=None): | |
| 81 | self._stdout = stdout |
|
81 | self._stdout = stdout | |
| 82 | self._stderr = stderr |
|
82 | self._stderr = stderr | |
| 83 | if outputs is None: |
|
83 | if outputs is None: | |
| 84 | outputs = [] |
|
84 | outputs = [] | |
| 85 | self._outputs = outputs |
|
85 | self._outputs = outputs | |
| 86 |
|
86 | |||
| 87 | def __str__(self): |
|
87 | def __str__(self): | |
| 88 | return self.stdout |
|
88 | return self.stdout | |
| 89 |
|
89 | |||
| 90 | @property |
|
90 | @property | |
| 91 | def stdout(self): |
|
91 | def stdout(self): | |
|
|
92 | "Captured standard output" | |||
| 92 | if not self._stdout: |
|
93 | if not self._stdout: | |
| 93 | return '' |
|
94 | return '' | |
| 94 | return self._stdout.getvalue() |
|
95 | return self._stdout.getvalue() | |
| 95 |
|
96 | |||
| 96 | @property |
|
97 | @property | |
| 97 | def stderr(self): |
|
98 | def stderr(self): | |
|
|
99 | "Captured standard error" | |||
| 98 | if not self._stderr: |
|
100 | if not self._stderr: | |
| 99 | return '' |
|
101 | return '' | |
| 100 | return self._stderr.getvalue() |
|
102 | return self._stderr.getvalue() | |
| 101 |
|
103 | |||
| 102 | @property |
|
104 | @property | |
| 103 | def outputs(self): |
|
105 | def outputs(self): | |
|
|
106 | """A list of the captured rich display outputs, if any. | |||
|
|
107 | ||||
|
|
108 | If you have a CapturedIO object `c`, these can be displayed in IPython | |||
|
|
109 | using: | |||
|
|
110 | ||||
|
|
111 | from IPython.display import display | |||
|
|
112 | for o in c.outputs: | |||
|
|
113 | display(o) | |||
|
|
114 | """ | |||
| 104 | return [ RichOutput(s, d, md) for s, d, md in self._outputs ] |
|
115 | return [ RichOutput(s, d, md) for s, d, md in self._outputs ] | |
| 105 |
|
116 | |||
| 106 | def show(self): |
|
117 | def show(self): | |
| 107 | """write my output to sys.stdout/err as appropriate""" |
|
118 | """write my output to sys.stdout/err as appropriate""" | |
| 108 | sys.stdout.write(self.stdout) |
|
119 | sys.stdout.write(self.stdout) | |
| 109 | sys.stderr.write(self.stderr) |
|
120 | sys.stderr.write(self.stderr) | |
| 110 | sys.stdout.flush() |
|
121 | sys.stdout.flush() | |
| 111 | sys.stderr.flush() |
|
122 | sys.stderr.flush() | |
| 112 | for source, data, metadata in self._outputs: |
|
123 | for source, data, metadata in self._outputs: | |
| 113 | RichOutput(source, data, metadata).display() |
|
124 | RichOutput(source, data, metadata).display() | |
| 114 |
|
125 | |||
| 115 | __call__ = show |
|
126 | __call__ = show | |
| 116 |
|
127 | |||
| 117 |
|
128 | |||
| 118 | class capture_output(object): |
|
129 | class capture_output(object): | |
| 119 | """context manager for capturing stdout/err""" |
|
130 | """context manager for capturing stdout/err""" | |
| 120 | stdout = True |
|
131 | stdout = True | |
| 121 | stderr = True |
|
132 | stderr = True | |
| 122 | display = True |
|
133 | display = True | |
| 123 |
|
134 | |||
| 124 | def __init__(self, stdout=True, stderr=True, display=True): |
|
135 | def __init__(self, stdout=True, stderr=True, display=True): | |
| 125 | self.stdout = stdout |
|
136 | self.stdout = stdout | |
| 126 | self.stderr = stderr |
|
137 | self.stderr = stderr | |
| 127 | self.display = display |
|
138 | self.display = display | |
| 128 | self.shell = None |
|
139 | self.shell = None | |
| 129 |
|
140 | |||
| 130 | def __enter__(self): |
|
141 | def __enter__(self): | |
| 131 | from IPython.core.getipython import get_ipython |
|
142 | from IPython.core.getipython import get_ipython | |
| 132 | from IPython.core.displaypub import CapturingDisplayPublisher |
|
143 | from IPython.core.displaypub import CapturingDisplayPublisher | |
| 133 |
|
144 | |||
| 134 | self.sys_stdout = sys.stdout |
|
145 | self.sys_stdout = sys.stdout | |
| 135 | self.sys_stderr = sys.stderr |
|
146 | self.sys_stderr = sys.stderr | |
| 136 |
|
147 | |||
| 137 | if self.display: |
|
148 | if self.display: | |
| 138 | self.shell = get_ipython() |
|
149 | self.shell = get_ipython() | |
| 139 | if self.shell is None: |
|
150 | if self.shell is None: | |
| 140 | self.save_display_pub = None |
|
151 | self.save_display_pub = None | |
| 141 | self.display = False |
|
152 | self.display = False | |
| 142 |
|
153 | |||
| 143 | stdout = stderr = outputs = None |
|
154 | stdout = stderr = outputs = None | |
| 144 | if self.stdout: |
|
155 | if self.stdout: | |
| 145 | stdout = sys.stdout = StringIO() |
|
156 | stdout = sys.stdout = StringIO() | |
| 146 | if self.stderr: |
|
157 | if self.stderr: | |
| 147 | stderr = sys.stderr = StringIO() |
|
158 | stderr = sys.stderr = StringIO() | |
| 148 | if self.display: |
|
159 | if self.display: | |
| 149 | self.save_display_pub = self.shell.display_pub |
|
160 | self.save_display_pub = self.shell.display_pub | |
| 150 | self.shell.display_pub = CapturingDisplayPublisher() |
|
161 | self.shell.display_pub = CapturingDisplayPublisher() | |
| 151 | outputs = self.shell.display_pub.outputs |
|
162 | outputs = self.shell.display_pub.outputs | |
| 152 |
|
163 | |||
| 153 |
|
164 | |||
| 154 | return CapturedIO(stdout, stderr, outputs) |
|
165 | return CapturedIO(stdout, stderr, outputs) | |
| 155 |
|
166 | |||
| 156 | def __exit__(self, exc_type, exc_value, traceback): |
|
167 | def __exit__(self, exc_type, exc_value, traceback): | |
| 157 | sys.stdout = self.sys_stdout |
|
168 | sys.stdout = self.sys_stdout | |
| 158 | sys.stderr = self.sys_stderr |
|
169 | sys.stderr = self.sys_stderr | |
| 159 | if self.display and self.shell: |
|
170 | if self.display and self.shell: | |
| 160 | self.shell.display_pub = self.save_display_pub |
|
171 | self.shell.display_pub = self.save_display_pub | |
| 161 |
|
172 | |||
| 162 |
|
173 | |||
| @@ -1,1163 +1,1178 b'' | |||||
| 1 | { |
|
1 | { | |
| 2 | "metadata": { |
|
2 | "metadata": { | |
| 3 | "name": "" |
|
3 | "name": "" | |
| 4 | }, |
|
4 | }, | |
| 5 | "nbformat": 3, |
|
5 | "nbformat": 3, | |
| 6 | "nbformat_minor": 0, |
|
6 | "nbformat_minor": 0, | |
| 7 | "worksheets": [ |
|
7 | "worksheets": [ | |
| 8 | { |
|
8 | { | |
| 9 | "cells": [ |
|
9 | "cells": [ | |
| 10 | { |
|
10 | { | |
| 11 | "cell_type": "heading", |
|
11 | "cell_type": "heading", | |
| 12 | "level": 1, |
|
12 | "level": 1, | |
| 13 | "metadata": {}, |
|
13 | "metadata": {}, | |
| 14 | "source": [ |
|
14 | "source": [ | |
| 15 | "Basic Output" |
|
15 | "Basic Output" | |
| 16 | ] |
|
16 | ] | |
| 17 | }, |
|
17 | }, | |
| 18 | { |
|
18 | { | |
| 19 | "cell_type": "markdown", |
|
19 | "cell_type": "markdown", | |
| 20 | "metadata": {}, |
|
20 | "metadata": {}, | |
| 21 | "source": [ |
|
21 | "source": [ | |
| 22 | "When a cell is run, it can generate *output*. In IPython, the definition of output is quite general; it can be text, images, LaTeX, HTML or JSON. All output is displayed below the code that generated it, in the *output area*.\n", |
|
22 | "When a cell is run, it can generate *output*. In IPython, the definition of output is quite general; it can be text, images, LaTeX, HTML or JSON. All output is displayed below the code that generated it, in the *output area*.\n", | |
| 23 | "\n", |
|
23 | "\n", | |
| 24 | "This Notebook describes the basics of output and shows how the `stdout/stderr` streams are handled." |
|
24 | "This Notebook describes the basics of output and shows how the `stdout/stderr` streams are handled." | |
| 25 | ] |
|
25 | ] | |
| 26 | }, |
|
26 | }, | |
| 27 | { |
|
27 | { | |
| 28 | "cell_type": "heading", |
|
28 | "cell_type": "heading", | |
| 29 | "level": 2, |
|
29 | "level": 2, | |
| 30 | "metadata": {}, |
|
30 | "metadata": {}, | |
| 31 | "source": [ |
|
31 | "source": [ | |
| 32 | "Displayhook" |
|
32 | "Displayhook" | |
| 33 | ] |
|
33 | ] | |
| 34 | }, |
|
34 | }, | |
| 35 | { |
|
35 | { | |
| 36 | "cell_type": "markdown", |
|
36 | "cell_type": "markdown", | |
| 37 | "metadata": {}, |
|
37 | "metadata": {}, | |
| 38 | "source": [ |
|
38 | "source": [ | |
| 39 | "When a Python object is returned by an expression, Python's `displayhook` mechanism is triggered. In IPython, this results in an output prompt, such as `Out[2]`. These objects are then available under the variables:\n", |
|
39 | "When a Python object is returned by an expression, Python's `displayhook` mechanism is triggered. In IPython, this results in an output prompt, such as `Out[2]`. These objects are then available under the variables:\n", | |
| 40 | "\n", |
|
40 | "\n", | |
| 41 | "* `_` (last output)\n", |
|
41 | "* `_` (last output)\n", | |
| 42 | "* `__` (second to last output)\n", |
|
42 | "* `__` (second to last output)\n", | |
| 43 | "* `_N` (`Out[N]`)" |
|
43 | "* `_N` (`Out[N]`)" | |
| 44 | ] |
|
44 | ] | |
| 45 | }, |
|
45 | }, | |
| 46 | { |
|
46 | { | |
| 47 | "cell_type": "code", |
|
47 | "cell_type": "code", | |
| 48 | "collapsed": false, |
|
48 | "collapsed": false, | |
| 49 | "input": [ |
|
49 | "input": [ | |
| 50 | "import numpy as np\n", |
|
50 | "import numpy as np\n", | |
| 51 | "import sys" |
|
51 | "import sys" | |
| 52 | ], |
|
52 | ], | |
| 53 | "language": "python", |
|
53 | "language": "python", | |
| 54 | "metadata": {}, |
|
54 | "metadata": {}, | |
| 55 | "outputs": [], |
|
55 | "outputs": [], | |
| 56 | "prompt_number": 1 |
|
56 | "prompt_number": 1 | |
| 57 | }, |
|
57 | }, | |
| 58 | { |
|
58 | { | |
| 59 | "cell_type": "code", |
|
59 | "cell_type": "code", | |
| 60 | "collapsed": false, |
|
60 | "collapsed": false, | |
| 61 | "input": [ |
|
61 | "input": [ | |
| 62 | "np.random.rand(10)" |
|
62 | "np.random.rand(10)" | |
| 63 | ], |
|
63 | ], | |
| 64 | "language": "python", |
|
64 | "language": "python", | |
| 65 | "metadata": {}, |
|
65 | "metadata": {}, | |
| 66 | "outputs": [ |
|
66 | "outputs": [ | |
| 67 | { |
|
67 | { | |
| 68 | "metadata": {}, |
|
68 | "metadata": {}, | |
| 69 | "output_type": "pyout", |
|
69 | "output_type": "pyout", | |
| 70 | "prompt_number": 2, |
|
70 | "prompt_number": 2, | |
| 71 | "text": [ |
|
71 | "text": [ | |
| 72 | "array([ 0.75222263, 0.72102181, 0.15122973, 0.00386071, 0.21584229,\n", |
|
72 | "array([ 0.75222263, 0.72102181, 0.15122973, 0.00386071, 0.21584229,\n", | |
| 73 | " 0.72508214, 0.16864276, 0.96639874, 0.92500381, 0.30806583])" |
|
73 | " 0.72508214, 0.16864276, 0.96639874, 0.92500381, 0.30806583])" | |
| 74 | ] |
|
74 | ] | |
| 75 | } |
|
75 | } | |
| 76 | ], |
|
76 | ], | |
| 77 | "prompt_number": 2 |
|
77 | "prompt_number": 2 | |
| 78 | }, |
|
78 | }, | |
| 79 | { |
|
79 | { | |
| 80 | "cell_type": "code", |
|
80 | "cell_type": "code", | |
| 81 | "collapsed": false, |
|
81 | "collapsed": false, | |
| 82 | "input": [ |
|
82 | "input": [ | |
| 83 | "np.sin(_)" |
|
83 | "np.sin(_)" | |
| 84 | ], |
|
84 | ], | |
| 85 | "language": "python", |
|
85 | "language": "python", | |
| 86 | "metadata": {}, |
|
86 | "metadata": {}, | |
| 87 | "outputs": [ |
|
87 | "outputs": [ | |
| 88 | { |
|
88 | { | |
| 89 | "metadata": {}, |
|
89 | "metadata": {}, | |
| 90 | "output_type": "pyout", |
|
90 | "output_type": "pyout", | |
| 91 | "prompt_number": 3, |
|
91 | "prompt_number": 3, | |
| 92 | "text": [ |
|
92 | "text": [ | |
| 93 | "array([ 0.68326335, 0.66015253, 0.15065394, 0.0038607 , 0.21417025,\n", |
|
93 | "array([ 0.68326335, 0.66015253, 0.15065394, 0.0038607 , 0.21417025,\n", | |
| 94 | " 0.66319692, 0.16784452, 0.82284458, 0.79862306, 0.3032161 ])" |
|
94 | " 0.66319692, 0.16784452, 0.82284458, 0.79862306, 0.3032161 ])" | |
| 95 | ] |
|
95 | ] | |
| 96 | } |
|
96 | } | |
| 97 | ], |
|
97 | ], | |
| 98 | "prompt_number": 3 |
|
98 | "prompt_number": 3 | |
| 99 | }, |
|
99 | }, | |
| 100 | { |
|
100 | { | |
| 101 | "cell_type": "heading", |
|
101 | "cell_type": "heading", | |
| 102 | "level": 2, |
|
102 | "level": 2, | |
| 103 | "metadata": {}, |
|
103 | "metadata": {}, | |
| 104 | "source": [ |
|
104 | "source": [ | |
| 105 | "sys.stdout and sys.stderr" |
|
105 | "sys.stdout and sys.stderr" | |
| 106 | ] |
|
106 | ] | |
| 107 | }, |
|
107 | }, | |
| 108 | { |
|
108 | { | |
| 109 | "cell_type": "markdown", |
|
109 | "cell_type": "markdown", | |
| 110 | "metadata": {}, |
|
110 | "metadata": {}, | |
| 111 | "source": [ |
|
111 | "source": [ | |
| 112 | "The stdout and stderr streams are displayed as text in the output area." |
|
112 | "The stdout and stderr streams are displayed as text in the output area." | |
| 113 | ] |
|
113 | ] | |
| 114 | }, |
|
114 | }, | |
| 115 | { |
|
115 | { | |
| 116 | "cell_type": "code", |
|
116 | "cell_type": "code", | |
| 117 | "collapsed": false, |
|
117 | "collapsed": false, | |
| 118 | "input": [ |
|
118 | "input": [ | |
| 119 | "print(\"hi, stdout\")" |
|
119 | "print(\"hi, stdout\")" | |
| 120 | ], |
|
120 | ], | |
| 121 | "language": "python", |
|
121 | "language": "python", | |
| 122 | "metadata": {}, |
|
122 | "metadata": {}, | |
| 123 | "outputs": [ |
|
123 | "outputs": [ | |
| 124 | { |
|
124 | { | |
| 125 | "output_type": "stream", |
|
125 | "output_type": "stream", | |
| 126 | "stream": "stdout", |
|
126 | "stream": "stdout", | |
| 127 | "text": [ |
|
127 | "text": [ | |
| 128 | "hi, stdout\n" |
|
128 | "hi, stdout\n" | |
| 129 | ] |
|
129 | ] | |
| 130 | } |
|
130 | } | |
| 131 | ], |
|
131 | ], | |
| 132 | "prompt_number": 4 |
|
132 | "prompt_number": 4 | |
| 133 | }, |
|
133 | }, | |
| 134 | { |
|
134 | { | |
| 135 | "cell_type": "code", |
|
135 | "cell_type": "code", | |
| 136 | "collapsed": false, |
|
136 | "collapsed": false, | |
| 137 | "input": [ |
|
137 | "input": [ | |
| 138 | "from __future__ import print_function\n", |
|
138 | "from __future__ import print_function\n", | |
| 139 | "print('hi, stderr', file=sys.stderr)" |
|
139 | "print('hi, stderr', file=sys.stderr)" | |
| 140 | ], |
|
140 | ], | |
| 141 | "language": "python", |
|
141 | "language": "python", | |
| 142 | "metadata": {}, |
|
142 | "metadata": {}, | |
| 143 | "outputs": [ |
|
143 | "outputs": [ | |
| 144 | { |
|
144 | { | |
| 145 | "output_type": "stream", |
|
145 | "output_type": "stream", | |
| 146 | "stream": "stderr", |
|
146 | "stream": "stderr", | |
| 147 | "text": [ |
|
147 | "text": [ | |
| 148 | "hi, stderr\n" |
|
148 | "hi, stderr\n" | |
| 149 | ] |
|
149 | ] | |
| 150 | } |
|
150 | } | |
| 151 | ], |
|
151 | ], | |
| 152 | "prompt_number": 5 |
|
152 | "prompt_number": 5 | |
| 153 | }, |
|
153 | }, | |
| 154 | { |
|
154 | { | |
| 155 | "cell_type": "heading", |
|
155 | "cell_type": "heading", | |
| 156 | "level": 2, |
|
156 | "level": 2, | |
| 157 | "metadata": {}, |
|
157 | "metadata": {}, | |
| 158 | "source": [ |
|
158 | "source": [ | |
| 159 | "Output is asynchronous" |
|
159 | "Output is asynchronous" | |
| 160 | ] |
|
160 | ] | |
| 161 | }, |
|
161 | }, | |
| 162 | { |
|
162 | { | |
| 163 | "cell_type": "markdown", |
|
163 | "cell_type": "markdown", | |
| 164 | "metadata": {}, |
|
164 | "metadata": {}, | |
| 165 | "source": [ |
|
165 | "source": [ | |
| 166 | "All output is displayed asynchronously as it is generated in the Kernel. If you execute the next cell, you will see the output one piece at a time, not all at the end." |
|
166 | "All output is displayed asynchronously as it is generated in the Kernel. If you execute the next cell, you will see the output one piece at a time, not all at the end." | |
| 167 | ] |
|
167 | ] | |
| 168 | }, |
|
168 | }, | |
| 169 | { |
|
169 | { | |
| 170 | "cell_type": "code", |
|
170 | "cell_type": "code", | |
| 171 | "collapsed": false, |
|
171 | "collapsed": false, | |
| 172 | "input": [ |
|
172 | "input": [ | |
| 173 | "import time, sys\n", |
|
173 | "import time, sys\n", | |
| 174 | "for i in range(8):\n", |
|
174 | "for i in range(8):\n", | |
| 175 | " print(i)\n", |
|
175 | " print(i)\n", | |
| 176 | " time.sleep(0.5)" |
|
176 | " time.sleep(0.5)" | |
| 177 | ], |
|
177 | ], | |
| 178 | "language": "python", |
|
178 | "language": "python", | |
| 179 | "metadata": {}, |
|
179 | "metadata": {}, | |
| 180 | "outputs": [ |
|
180 | "outputs": [ | |
| 181 | { |
|
181 | { | |
| 182 | "output_type": "stream", |
|
182 | "output_type": "stream", | |
| 183 | "stream": "stdout", |
|
183 | "stream": "stdout", | |
| 184 | "text": [ |
|
184 | "text": [ | |
| 185 | "0\n", |
|
185 | "0\n", | |
| 186 | "1" |
|
186 | "1" | |
| 187 | ] |
|
187 | ] | |
| 188 | }, |
|
188 | }, | |
| 189 | { |
|
189 | { | |
| 190 | "output_type": "stream", |
|
190 | "output_type": "stream", | |
| 191 | "stream": "stdout", |
|
191 | "stream": "stdout", | |
| 192 | "text": [ |
|
192 | "text": [ | |
| 193 | "\n", |
|
193 | "\n", | |
| 194 | "2" |
|
194 | "2" | |
| 195 | ] |
|
195 | ] | |
| 196 | }, |
|
196 | }, | |
| 197 | { |
|
197 | { | |
| 198 | "output_type": "stream", |
|
198 | "output_type": "stream", | |
| 199 | "stream": "stdout", |
|
199 | "stream": "stdout", | |
| 200 | "text": [ |
|
200 | "text": [ | |
| 201 | "\n", |
|
201 | "\n", | |
| 202 | "3" |
|
202 | "3" | |
| 203 | ] |
|
203 | ] | |
| 204 | }, |
|
204 | }, | |
| 205 | { |
|
205 | { | |
| 206 | "output_type": "stream", |
|
206 | "output_type": "stream", | |
| 207 | "stream": "stdout", |
|
207 | "stream": "stdout", | |
| 208 | "text": [ |
|
208 | "text": [ | |
| 209 | "\n", |
|
209 | "\n", | |
| 210 | "4" |
|
210 | "4" | |
| 211 | ] |
|
211 | ] | |
| 212 | }, |
|
212 | }, | |
| 213 | { |
|
213 | { | |
| 214 | "output_type": "stream", |
|
214 | "output_type": "stream", | |
| 215 | "stream": "stdout", |
|
215 | "stream": "stdout", | |
| 216 | "text": [ |
|
216 | "text": [ | |
| 217 | "\n", |
|
217 | "\n", | |
| 218 | "5" |
|
218 | "5" | |
| 219 | ] |
|
219 | ] | |
| 220 | }, |
|
220 | }, | |
| 221 | { |
|
221 | { | |
| 222 | "output_type": "stream", |
|
222 | "output_type": "stream", | |
| 223 | "stream": "stdout", |
|
223 | "stream": "stdout", | |
| 224 | "text": [ |
|
224 | "text": [ | |
| 225 | "\n", |
|
225 | "\n", | |
| 226 | "6" |
|
226 | "6" | |
| 227 | ] |
|
227 | ] | |
| 228 | }, |
|
228 | }, | |
| 229 | { |
|
229 | { | |
| 230 | "output_type": "stream", |
|
230 | "output_type": "stream", | |
| 231 | "stream": "stdout", |
|
231 | "stream": "stdout", | |
| 232 | "text": [ |
|
232 | "text": [ | |
| 233 | "\n", |
|
233 | "\n", | |
| 234 | "7" |
|
234 | "7" | |
| 235 | ] |
|
235 | ] | |
| 236 | }, |
|
236 | }, | |
| 237 | { |
|
237 | { | |
| 238 | "output_type": "stream", |
|
238 | "output_type": "stream", | |
| 239 | "stream": "stdout", |
|
239 | "stream": "stdout", | |
| 240 | "text": [ |
|
240 | "text": [ | |
| 241 | "\n" |
|
241 | "\n" | |
| 242 | ] |
|
242 | ] | |
| 243 | } |
|
243 | } | |
| 244 | ], |
|
244 | ], | |
| 245 | "prompt_number": 6 |
|
245 | "prompt_number": 6 | |
| 246 | }, |
|
246 | }, | |
| 247 | { |
|
247 | { | |
| 248 | "cell_type": "heading", |
|
248 | "cell_type": "heading", | |
| 249 | "level": 2, |
|
249 | "level": 2, | |
| 250 | "metadata": {}, |
|
250 | "metadata": {}, | |
| 251 | "source": [ |
|
251 | "source": [ | |
| 252 | "Large outputs" |
|
252 | "Large outputs" | |
| 253 | ] |
|
253 | ] | |
| 254 | }, |
|
254 | }, | |
| 255 | { |
|
255 | { | |
| 256 | "cell_type": "markdown", |
|
256 | "cell_type": "markdown", | |
| 257 | "metadata": {}, |
|
257 | "metadata": {}, | |
| 258 | "source": [ |
|
258 | "source": [ | |
| 259 | "To better handle large outputs, the output area can be collapsed. Run the following cell and then single- or double- click on the active area to the left of the output:" |
|
259 | "To better handle large outputs, the output area can be collapsed. Run the following cell and then single- or double- click on the active area to the left of the output:" | |
| 260 | ] |
|
260 | ] | |
| 261 | }, |
|
261 | }, | |
| 262 | { |
|
262 | { | |
| 263 | "cell_type": "code", |
|
263 | "cell_type": "code", | |
| 264 | "collapsed": false, |
|
264 | "collapsed": false, | |
| 265 | "input": [ |
|
265 | "input": [ | |
| 266 | "for i in range(50):\n", |
|
266 | "for i in range(50):\n", | |
| 267 | " print(i)" |
|
267 | " print(i)" | |
| 268 | ], |
|
268 | ], | |
| 269 | "language": "python", |
|
269 | "language": "python", | |
| 270 | "metadata": {}, |
|
270 | "metadata": {}, | |
| 271 | "outputs": [ |
|
271 | "outputs": [ | |
| 272 | { |
|
272 | { | |
| 273 | "output_type": "stream", |
|
273 | "output_type": "stream", | |
| 274 | "stream": "stdout", |
|
274 | "stream": "stdout", | |
| 275 | "text": [ |
|
275 | "text": [ | |
| 276 | "0\n", |
|
276 | "0\n", | |
| 277 | "1\n", |
|
277 | "1\n", | |
| 278 | "2\n", |
|
278 | "2\n", | |
| 279 | "3\n", |
|
279 | "3\n", | |
| 280 | "4\n", |
|
280 | "4\n", | |
| 281 | "5\n", |
|
281 | "5\n", | |
| 282 | "6\n", |
|
282 | "6\n", | |
| 283 | "7\n", |
|
283 | "7\n", | |
| 284 | "8\n", |
|
284 | "8\n", | |
| 285 | "9\n", |
|
285 | "9\n", | |
| 286 | "10\n", |
|
286 | "10\n", | |
| 287 | "11\n", |
|
287 | "11\n", | |
| 288 | "12\n", |
|
288 | "12\n", | |
| 289 | "13\n", |
|
289 | "13\n", | |
| 290 | "14\n", |
|
290 | "14\n", | |
| 291 | "15\n", |
|
291 | "15\n", | |
| 292 | "16\n", |
|
292 | "16\n", | |
| 293 | "17\n", |
|
293 | "17\n", | |
| 294 | "18\n", |
|
294 | "18\n", | |
| 295 | "19\n", |
|
295 | "19\n", | |
| 296 | "20\n", |
|
296 | "20\n", | |
| 297 | "21\n", |
|
297 | "21\n", | |
| 298 | "22\n", |
|
298 | "22\n", | |
| 299 | "23\n", |
|
299 | "23\n", | |
| 300 | "24\n", |
|
300 | "24\n", | |
| 301 | "25\n", |
|
301 | "25\n", | |
| 302 | "26\n", |
|
302 | "26\n", | |
| 303 | "27\n", |
|
303 | "27\n", | |
| 304 | "28\n", |
|
304 | "28\n", | |
| 305 | "29\n", |
|
305 | "29\n", | |
| 306 | "30\n", |
|
306 | "30\n", | |
| 307 | "31\n", |
|
307 | "31\n", | |
| 308 | "32\n", |
|
308 | "32\n", | |
| 309 | "33\n", |
|
309 | "33\n", | |
| 310 | "34\n", |
|
310 | "34\n", | |
| 311 | "35\n", |
|
311 | "35\n", | |
| 312 | "36\n", |
|
312 | "36\n", | |
| 313 | "37\n", |
|
313 | "37\n", | |
| 314 | "38\n", |
|
314 | "38\n", | |
| 315 | "39\n", |
|
315 | "39\n", | |
| 316 | "40\n", |
|
316 | "40\n", | |
| 317 | "41\n", |
|
317 | "41\n", | |
| 318 | "42\n", |
|
318 | "42\n", | |
| 319 | "43\n", |
|
319 | "43\n", | |
| 320 | "44\n", |
|
320 | "44\n", | |
| 321 | "45\n", |
|
321 | "45\n", | |
| 322 | "46\n", |
|
322 | "46\n", | |
| 323 | "47\n", |
|
323 | "47\n", | |
| 324 | "48\n", |
|
324 | "48\n", | |
| 325 | "49\n" |
|
325 | "49\n" | |
| 326 | ] |
|
326 | ] | |
| 327 | } |
|
327 | } | |
| 328 | ], |
|
328 | ], | |
| 329 | "prompt_number": 7 |
|
329 | "prompt_number": 7 | |
| 330 | }, |
|
330 | }, | |
| 331 | { |
|
331 | { | |
| 332 | "cell_type": "markdown", |
|
332 | "cell_type": "markdown", | |
| 333 | "metadata": {}, |
|
333 | "metadata": {}, | |
| 334 | "source": [ |
|
334 | "source": [ | |
| 335 | "Beyond a certain point, output will scroll automatically:" |
|
335 | "Beyond a certain point, output will scroll automatically:" | |
| 336 | ] |
|
336 | ] | |
| 337 | }, |
|
337 | }, | |
| 338 | { |
|
338 | { | |
| 339 | "cell_type": "code", |
|
339 | "cell_type": "code", | |
| 340 | "collapsed": false, |
|
340 | "collapsed": false, | |
| 341 | "input": [ |
|
341 | "input": [ | |
| 342 | "for i in range(500):\n", |
|
342 | "for i in range(500):\n", | |
| 343 | " print(2**i - 1)" |
|
343 | " print(2**i - 1)" | |
| 344 | ], |
|
344 | ], | |
| 345 | "language": "python", |
|
345 | "language": "python", | |
| 346 | "metadata": {}, |
|
346 | "metadata": {}, | |
| 347 | "outputs": [ |
|
347 | "outputs": [ | |
| 348 | { |
|
348 | { | |
| 349 | "output_type": "stream", |
|
349 | "output_type": "stream", | |
| 350 | "stream": "stdout", |
|
350 | "stream": "stdout", | |
| 351 | "text": [ |
|
351 | "text": [ | |
| 352 | "0\n", |
|
352 | "0\n", | |
| 353 | "1\n", |
|
353 | "1\n", | |
| 354 | "3\n", |
|
354 | "3\n", | |
| 355 | "7\n", |
|
355 | "7\n", | |
| 356 | "15\n", |
|
356 | "15\n", | |
| 357 | "31\n", |
|
357 | "31\n", | |
| 358 | "63\n", |
|
358 | "63\n", | |
| 359 | "127\n", |
|
359 | "127\n", | |
| 360 | "255\n", |
|
360 | "255\n", | |
| 361 | "511\n", |
|
361 | "511\n", | |
| 362 | "1023\n", |
|
362 | "1023\n", | |
| 363 | "2047\n", |
|
363 | "2047\n", | |
| 364 | "4095\n", |
|
364 | "4095\n", | |
| 365 | "8191\n", |
|
365 | "8191\n", | |
| 366 | "16383\n", |
|
366 | "16383\n", | |
| 367 | "32767\n", |
|
367 | "32767\n", | |
| 368 | "65535\n", |
|
368 | "65535\n", | |
| 369 | "131071\n", |
|
369 | "131071\n", | |
| 370 | "262143\n", |
|
370 | "262143\n", | |
| 371 | "524287\n", |
|
371 | "524287\n", | |
| 372 | "1048575\n", |
|
372 | "1048575\n", | |
| 373 | "2097151\n", |
|
373 | "2097151\n", | |
| 374 | "4194303\n", |
|
374 | "4194303\n", | |
| 375 | "8388607\n", |
|
375 | "8388607\n", | |
| 376 | "16777215\n", |
|
376 | "16777215\n", | |
| 377 | "33554431\n", |
|
377 | "33554431\n", | |
| 378 | "67108863\n", |
|
378 | "67108863\n", | |
| 379 | "134217727\n", |
|
379 | "134217727\n", | |
| 380 | "268435455\n", |
|
380 | "268435455\n", | |
| 381 | "536870911\n", |
|
381 | "536870911\n", | |
| 382 | "1073741823\n", |
|
382 | "1073741823\n", | |
| 383 | "2147483647\n", |
|
383 | "2147483647\n", | |
| 384 | "4294967295\n", |
|
384 | "4294967295\n", | |
| 385 | "8589934591\n", |
|
385 | "8589934591\n", | |
| 386 | "17179869183\n", |
|
386 | "17179869183\n", | |
| 387 | "34359738367\n", |
|
387 | "34359738367\n", | |
| 388 | "68719476735\n", |
|
388 | "68719476735\n", | |
| 389 | "137438953471\n", |
|
389 | "137438953471\n", | |
| 390 | "274877906943\n", |
|
390 | "274877906943\n", | |
| 391 | "549755813887\n", |
|
391 | "549755813887\n", | |
| 392 | "1099511627775\n", |
|
392 | "1099511627775\n", | |
| 393 | "2199023255551\n", |
|
393 | "2199023255551\n", | |
| 394 | "4398046511103\n", |
|
394 | "4398046511103\n", | |
| 395 | "8796093022207\n", |
|
395 | "8796093022207\n", | |
| 396 | "17592186044415\n", |
|
396 | "17592186044415\n", | |
| 397 | "35184372088831\n", |
|
397 | "35184372088831\n", | |
| 398 | "70368744177663\n", |
|
398 | "70368744177663\n", | |
| 399 | "140737488355327\n", |
|
399 | "140737488355327\n", | |
| 400 | "281474976710655\n", |
|
400 | "281474976710655\n", | |
| 401 | "562949953421311\n", |
|
401 | "562949953421311\n", | |
| 402 | "1125899906842623\n", |
|
402 | "1125899906842623\n", | |
| 403 | "2251799813685247\n", |
|
403 | "2251799813685247\n", | |
| 404 | "4503599627370495\n", |
|
404 | "4503599627370495\n", | |
| 405 | "9007199254740991\n", |
|
405 | "9007199254740991\n", | |
| 406 | "18014398509481983\n", |
|
406 | "18014398509481983\n", | |
| 407 | "36028797018963967\n", |
|
407 | "36028797018963967\n", | |
| 408 | "72057594037927935\n", |
|
408 | "72057594037927935\n", | |
| 409 | "144115188075855871\n", |
|
409 | "144115188075855871\n", | |
| 410 | "288230376151711743\n", |
|
410 | "288230376151711743\n", | |
| 411 | "576460752303423487\n", |
|
411 | "576460752303423487\n", | |
| 412 | "1152921504606846975\n", |
|
412 | "1152921504606846975\n", | |
| 413 | "2305843009213693951\n", |
|
413 | "2305843009213693951\n", | |
| 414 | "4611686018427387903\n", |
|
414 | "4611686018427387903\n", | |
| 415 | "9223372036854775807\n", |
|
415 | "9223372036854775807\n", | |
| 416 | "18446744073709551615\n", |
|
416 | "18446744073709551615\n", | |
| 417 | "36893488147419103231\n", |
|
417 | "36893488147419103231\n", | |
| 418 | "73786976294838206463\n", |
|
418 | "73786976294838206463\n", | |
| 419 | "147573952589676412927\n", |
|
419 | "147573952589676412927\n", | |
| 420 | "295147905179352825855\n", |
|
420 | "295147905179352825855\n", | |
| 421 | "590295810358705651711\n", |
|
421 | "590295810358705651711\n", | |
| 422 | "1180591620717411303423\n", |
|
422 | "1180591620717411303423\n", | |
| 423 | "2361183241434822606847\n", |
|
423 | "2361183241434822606847\n", | |
| 424 | "4722366482869645213695\n", |
|
424 | "4722366482869645213695\n", | |
| 425 | "9444732965739290427391\n", |
|
425 | "9444732965739290427391\n", | |
| 426 | "18889465931478580854783\n", |
|
426 | "18889465931478580854783\n", | |
| 427 | "37778931862957161709567\n", |
|
427 | "37778931862957161709567\n", | |
| 428 | "75557863725914323419135\n", |
|
428 | "75557863725914323419135\n", | |
| 429 | "151115727451828646838271\n", |
|
429 | "151115727451828646838271\n", | |
| 430 | "302231454903657293676543\n", |
|
430 | "302231454903657293676543\n", | |
| 431 | "604462909807314587353087\n", |
|
431 | "604462909807314587353087\n", | |
| 432 | "1208925819614629174706175\n", |
|
432 | "1208925819614629174706175\n", | |
| 433 | "2417851639229258349412351\n", |
|
433 | "2417851639229258349412351\n", | |
| 434 | "4835703278458516698824703\n", |
|
434 | "4835703278458516698824703\n", | |
| 435 | "9671406556917033397649407\n", |
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797 | "90854840536950861318665475986000566794205170085914757535186274897579911014174740415773881339220445695095315200783272241691825203576831\n", | |
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800 | "726838724295606890549323807888004534353641360687318060281490199180639288113397923326191050713763565560762521606266177933534601628614655\n", | |
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803 | "5814709794364855124394590463104036274829130885498544482251921593445114304907183386609528405710108524486100172850129423468276813028917247\n", | |
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806 | "46517678354918840995156723704832290198633047083988355858015372747560914439257467092876227245680868195888801382801035387746214504231337983\n", | |
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807 | "93035356709837681990313447409664580397266094167976711716030745495121828878514934185752454491361736391777602765602070775492429008462675967\n", | |
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810 | "744282853678701455922507579277316643178128753343813693728245963960974631028119473486019635930893891134220822124816566203939432067701407743\n", | |
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811 | "1488565707357402911845015158554633286356257506687627387456491927921949262056238946972039271861787782268441644249633132407878864135402815487\n", | |
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812 | "2977131414714805823690030317109266572712515013375254774912983855843898524112477893944078543723575564536883288499266264815757728270805630975\n", | |
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813 | "5954262829429611647380060634218533145425030026750509549825967711687797048224955787888157087447151129073766576998532529631515456541611261951\n", | |
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814 | "11908525658859223294760121268437066290850060053501019099651935423375594096449911575776314174894302258147533153997065059263030913083222523903\n", | |
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815 | "23817051317718446589520242536874132581700120107002038199303870846751188192899823151552628349788604516295066307994130118526061826166445047807\n", | |
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816 | "47634102635436893179040485073748265163400240214004076398607741693502376385799646303105256699577209032590132615988260237052123652332890095615\n", | |
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817 | "95268205270873786358080970147496530326800480428008152797215483387004752771599292606210513399154418065180265231976520474104247304665780191231\n", | |
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818 | "190536410541747572716161940294993060653600960856016305594430966774009505543198585212421026798308836130360530463953040948208494609331560382463\n", | |
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819 | "381072821083495145432323880589986121307201921712032611188861933548019011086397170424842053596617672260721060927906081896416989218663120764927\n", | |
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820 | "762145642166990290864647761179972242614403843424065222377723867096038022172794340849684107193235344521442121855812163792833978437326241529855\n", | |
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822 | "3048582568667961163458591044719888970457615373696260889510895468384152088691177363398736428772941378085768487423248655171335913749304966119423\n", | |
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823 | "6097165137335922326917182089439777940915230747392521779021790936768304177382354726797472857545882756171536974846497310342671827498609932238847\n", | |
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824 | "12194330274671844653834364178879555881830461494785043558043581873536608354764709453594945715091765512343073949692994620685343654997219864477695\n", | |
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825 | "24388660549343689307668728357759111763660922989570087116087163747073216709529418907189891430183531024686147899385989241370687309994439728955391\n", | |
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826 | "48777321098687378615337456715518223527321845979140174232174327494146433419058837814379782860367062049372295798771978482741374619988879457910783\n", | |
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827 | "97554642197374757230674913431036447054643691958280348464348654988292866838117675628759565720734124098744591597543956965482749239977758915821567\n", | |
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828 | "195109284394749514461349826862072894109287383916560696928697309976585733676235351257519131441468248197489183195087913930965498479955517831643135\n", | |
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829 | "390218568789499028922699653724145788218574767833121393857394619953171467352470702515038262882936496394978366390175827861930996959911035663286271\n", | |
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830 | "780437137578998057845399307448291576437149535666242787714789239906342934704941405030076525765872992789956732780351655723861993919822071326572543\n", | |
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831 | "1560874275157996115690798614896583152874299071332485575429578479812685869409882810060153051531745985579913465560703311447723987839644142653145087\n", | |
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832 | "3121748550315992231381597229793166305748598142664971150859156959625371738819765620120306103063491971159826931121406622895447975679288285306290175\n", | |
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833 | "6243497100631984462763194459586332611497196285329942301718313919250743477639531240240612206126983942319653862242813245790895951358576570612580351\n", | |
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834 | "12486994201263968925526388919172665222994392570659884603436627838501486955279062480481224412253967884639307724485626491581791902717153141225160703\n", | |
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835 | "24973988402527937851052777838345330445988785141319769206873255677002973910558124960962448824507935769278615448971252983163583805434306282450321407\n", | |
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836 | "49947976805055875702105555676690660891977570282639538413746511354005947821116249921924897649015871538557230897942505966327167610868612564900642815\n", | |
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837 | "99895953610111751404211111353381321783955140565279076827493022708011895642232499843849795298031743077114461795885011932654335221737225129801285631\n", | |
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838 | "199791907220223502808422222706762643567910281130558153654986045416023791284464999687699590596063486154228923591770023865308670443474450259602571263\n", | |
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839 | "399583814440447005616844445413525287135820562261116307309972090832047582568929999375399181192126972308457847183540047730617340886948900519205142527\n", | |
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840 | "799167628880894011233688890827050574271641124522232614619944181664095165137859998750798362384253944616915694367080095461234681773897801038410285055\n", | |
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841 | "1598335257761788022467377781654101148543282249044465229239888363328190330275719997501596724768507889233831388734160190922469363547795602076820570111\n", | |
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842 | "3196670515523576044934755563308202297086564498088930458479776726656380660551439995003193449537015778467662777468320381844938727095591204153641140223\n", | |
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843 | "6393341031047152089869511126616404594173128996177860916959553453312761321102879990006386899074031556935325554936640763689877454191182408307282280447\n", | |
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844 | "12786682062094304179739022253232809188346257992355721833919106906625522642205759980012773798148063113870651109873281527379754908382364816614564560895\n", | |
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845 | "25573364124188608359478044506465618376692515984711443667838213813251045284411519960025547596296126227741302219746563054759509816764729633229129121791\n", | |
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846 | "51146728248377216718956089012931236753385031969422887335676427626502090568823039920051095192592252455482604439493126109519019633529459266458258243583\n", | |
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847 | "102293456496754433437912178025862473506770063938845774671352855253004181137646079840102190385184504910965208878986252219038039267058918532916516487167\n", | |
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848 | "204586912993508866875824356051724947013540127877691549342705710506008362275292159680204380770369009821930417757972504438076078534117837065833032974335\n", | |
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849 | "409173825987017733751648712103449894027080255755383098685411421012016724550584319360408761540738019643860835515945008876152157068235674131666065948671\n", | |
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850 | "818347651974035467503297424206899788054160511510766197370822842024033449101168638720817523081476039287721671031890017752304314136471348263332131897343\n", | |
| 851 | "1636695303948070935006594848413799576108321023021532394741645684048066898202337277441635046162952078575443342063780035504608628272942696526664263794687\n" |
|
851 | "1636695303948070935006594848413799576108321023021532394741645684048066898202337277441635046162952078575443342063780035504608628272942696526664263794687\n" | |
| 852 | ] |
|
852 | ] | |
| 853 | } |
|
853 | } | |
| 854 | ], |
|
854 | ], | |
| 855 | "prompt_number": 8 |
|
855 | "prompt_number": 8 | |
| 856 | }, |
|
856 | }, | |
| 857 | { |
|
857 | { | |
| 858 | "cell_type": "heading", |
|
858 | "cell_type": "heading", | |
| 859 | "level": 2, |
|
859 | "level": 2, | |
| 860 | "metadata": {}, |
|
860 | "metadata": {}, | |
| 861 | "source": [ |
|
861 | "source": [ | |
| 862 | "Capturing output with <tt>%%capture</tt>" |
|
862 | "Capturing output with <tt>%%capture</tt>" | |
| 863 | ] |
|
863 | ] | |
| 864 | }, |
|
864 | }, | |
| 865 | { |
|
865 | { | |
| 866 | "cell_type": "markdown", |
|
866 | "cell_type": "markdown", | |
| 867 | "metadata": {}, |
|
867 | "metadata": {}, | |
| 868 | "source": [ |
|
868 | "source": [ | |
| 869 | "IPython has a cell magic, `%%capture`, which captures the stdout/stderr of a cell. With this magic you can discard these streams or store them in a variable." |
|
869 | "IPython has a [cell magic](Cell%20Magics.ipynb), `%%capture`, which captures the stdout/stderr of a cell. With this magic you can discard these streams or store them in a variable." | |
| 870 | ] |
|
870 | ] | |
| 871 | }, |
|
871 | }, | |
| 872 | { |
|
872 | { | |
| 873 | "cell_type": "code", |
|
873 | "cell_type": "code", | |
| 874 | "collapsed": false, |
|
874 | "collapsed": false, | |
| 875 | "input": [ |
|
875 | "input": [ | |
| 876 | "from __future__ import print_function\n", |
|
876 | "from __future__ import print_function\n", | |
| 877 | "import sys" |
|
877 | "import sys" | |
| 878 | ], |
|
878 | ], | |
| 879 | "language": "python", |
|
879 | "language": "python", | |
| 880 | "metadata": {}, |
|
880 | "metadata": {}, | |
| 881 | "outputs": [], |
|
881 | "outputs": [], | |
| 882 | "prompt_number": 9 |
|
882 | "prompt_number": 9 | |
| 883 | }, |
|
883 | }, | |
| 884 | { |
|
884 | { | |
| 885 | "cell_type": "markdown", |
|
885 | "cell_type": "markdown", | |
| 886 | "metadata": {}, |
|
886 | "metadata": {}, | |
| 887 | "source": [ |
|
887 | "source": [ | |
| 888 | "By default, `%%capture` discards these streams. This is a simple way to suppress unwanted output." |
|
888 | "By default, `%%capture` discards these streams. This is a simple way to suppress unwanted output." | |
| 889 | ] |
|
889 | ] | |
| 890 | }, |
|
890 | }, | |
| 891 | { |
|
891 | { | |
| 892 | "cell_type": "code", |
|
892 | "cell_type": "code", | |
| 893 | "collapsed": false, |
|
893 | "collapsed": false, | |
| 894 | "input": [ |
|
894 | "input": [ | |
| 895 | "%%capture\n", |
|
895 | "%%capture\n", | |
| 896 | "print('hi, stdout')\n", |
|
896 | "print('hi, stdout')\n", | |
| 897 | "print('hi, stderr', file=sys.stderr)" |
|
897 | "print('hi, stderr', file=sys.stderr)" | |
| 898 | ], |
|
898 | ], | |
| 899 | "language": "python", |
|
899 | "language": "python", | |
| 900 | "metadata": {}, |
|
900 | "metadata": {}, | |
| 901 | "outputs": [], |
|
901 | "outputs": [], | |
| 902 | "prompt_number": 10 |
|
902 | "prompt_number": 10 | |
| 903 | }, |
|
903 | }, | |
| 904 | { |
|
904 | { | |
| 905 | "cell_type": "markdown", |
|
905 | "cell_type": "markdown", | |
| 906 | "metadata": {}, |
|
906 | "metadata": {}, | |
| 907 | "source": [ |
|
907 | "source": [ | |
| 908 | "If you specify a name, then stdout/stderr will be stored in an object in your namespace." |
|
908 | "If you specify a name, then stdout/stderr will be stored in an object in your namespace." | |
| 909 | ] |
|
909 | ] | |
| 910 | }, |
|
910 | }, | |
| 911 | { |
|
911 | { | |
| 912 | "cell_type": "code", |
|
912 | "cell_type": "code", | |
| 913 | "collapsed": false, |
|
913 | "collapsed": false, | |
| 914 | "input": [ |
|
914 | "input": [ | |
| 915 | "%%capture captured\n", |
|
915 | "%%capture captured\n", | |
| 916 | "print('hi, stdout')\n", |
|
916 | "print('hi, stdout')\n", | |
| 917 | "print('hi, stderr', file=sys.stderr)" |
|
917 | "print('hi, stderr', file=sys.stderr)" | |
| 918 | ], |
|
918 | ], | |
| 919 | "language": "python", |
|
919 | "language": "python", | |
| 920 | "metadata": {}, |
|
920 | "metadata": {}, | |
| 921 | "outputs": [], |
|
921 | "outputs": [], | |
| 922 | "prompt_number": 11 |
|
922 | "prompt_number": 11 | |
| 923 | }, |
|
923 | }, | |
| 924 | { |
|
924 | { | |
| 925 | "cell_type": "code", |
|
925 | "cell_type": "code", | |
| 926 | "collapsed": false, |
|
926 | "collapsed": false, | |
| 927 | "input": [ |
|
927 | "input": [ | |
| 928 | "captured" |
|
928 | "captured" | |
| 929 | ], |
|
929 | ], | |
| 930 | "language": "python", |
|
930 | "language": "python", | |
| 931 | "metadata": {}, |
|
931 | "metadata": {}, | |
| 932 | "outputs": [ |
|
932 | "outputs": [ | |
| 933 | { |
|
933 | { | |
| 934 | "metadata": {}, |
|
934 | "metadata": {}, | |
| 935 | "output_type": "pyout", |
|
935 | "output_type": "pyout", | |
| 936 | "prompt_number": 12, |
|
936 | "prompt_number": 12, | |
| 937 | "text": [ |
|
937 | "text": [ | |
| 938 |
"<IPython.utils. |
|
938 | "<IPython.utils.capture.CapturedIO at 0x2b9f710>" | |
| 939 | ] |
|
939 | ] | |
| 940 | } |
|
940 | } | |
| 941 | ], |
|
941 | ], | |
| 942 | "prompt_number": 12 |
|
942 | "prompt_number": 12 | |
| 943 | }, |
|
943 | }, | |
| 944 | { |
|
944 | { | |
| 945 | "cell_type": "markdown", |
|
945 | "cell_type": "markdown", | |
| 946 | "metadata": {}, |
|
946 | "metadata": {}, | |
| 947 | "source": [ |
|
947 | "source": [ | |
| 948 | "Calling the object writes the output to stdout/stderr as appropriate." |
|
948 | "Calling the object writes the output to stdout/stderr as appropriate." | |
| 949 | ] |
|
949 | ] | |
| 950 | }, |
|
950 | }, | |
| 951 | { |
|
951 | { | |
| 952 | "cell_type": "code", |
|
952 | "cell_type": "code", | |
| 953 | "collapsed": false, |
|
953 | "collapsed": false, | |
| 954 | "input": [ |
|
954 | "input": [ | |
| 955 | "captured()" |
|
955 | "captured()" | |
| 956 | ], |
|
956 | ], | |
| 957 | "language": "python", |
|
957 | "language": "python", | |
| 958 | "metadata": {}, |
|
958 | "metadata": {}, | |
| 959 | "outputs": [ |
|
959 | "outputs": [ | |
| 960 | { |
|
960 | { | |
| 961 | "output_type": "stream", |
|
961 | "output_type": "stream", | |
| 962 | "stream": "stdout", |
|
962 | "stream": "stdout", | |
| 963 | "text": [ |
|
963 | "text": [ | |
| 964 | "hi, stdout\n" |
|
964 | "hi, stdout\n" | |
| 965 | ] |
|
965 | ] | |
| 966 | }, |
|
966 | }, | |
| 967 | { |
|
967 | { | |
| 968 | "output_type": "stream", |
|
968 | "output_type": "stream", | |
| 969 | "stream": "stderr", |
|
969 | "stream": "stderr", | |
| 970 | "text": [ |
|
970 | "text": [ | |
| 971 | "hi, stderr\n" |
|
971 | "hi, stderr\n" | |
| 972 | ] |
|
972 | ] | |
| 973 | } |
|
973 | } | |
| 974 | ], |
|
974 | ], | |
| 975 | "prompt_number": 13 |
|
975 | "prompt_number": 13 | |
| 976 | }, |
|
976 | }, | |
| 977 | { |
|
977 | { | |
| 978 | "cell_type": "code", |
|
978 | "cell_type": "code", | |
| 979 | "collapsed": false, |
|
979 | "collapsed": false, | |
| 980 | "input": [ |
|
980 | "input": [ | |
| 981 | "captured.stdout" |
|
981 | "captured.stdout" | |
| 982 | ], |
|
982 | ], | |
| 983 | "language": "python", |
|
983 | "language": "python", | |
| 984 | "metadata": {}, |
|
984 | "metadata": {}, | |
| 985 | "outputs": [ |
|
985 | "outputs": [ | |
| 986 | { |
|
986 | { | |
| 987 | "metadata": {}, |
|
987 | "metadata": {}, | |
| 988 | "output_type": "pyout", |
|
988 | "output_type": "pyout", | |
| 989 | "prompt_number": 14, |
|
989 | "prompt_number": 14, | |
| 990 | "text": [ |
|
990 | "text": [ | |
| 991 | "'hi, stdout\\n'" |
|
991 | "'hi, stdout\\n'" | |
| 992 | ] |
|
992 | ] | |
| 993 | } |
|
993 | } | |
| 994 | ], |
|
994 | ], | |
| 995 | "prompt_number": 14 |
|
995 | "prompt_number": 14 | |
| 996 | }, |
|
996 | }, | |
| 997 | { |
|
997 | { | |
| 998 | "cell_type": "code", |
|
998 | "cell_type": "code", | |
| 999 | "collapsed": false, |
|
999 | "collapsed": false, | |
| 1000 | "input": [ |
|
1000 | "input": [ | |
| 1001 | "captured.stderr" |
|
1001 | "captured.stderr" | |
| 1002 | ], |
|
1002 | ], | |
| 1003 | "language": "python", |
|
1003 | "language": "python", | |
| 1004 | "metadata": {}, |
|
1004 | "metadata": {}, | |
| 1005 | "outputs": [ |
|
1005 | "outputs": [ | |
| 1006 | { |
|
1006 | { | |
| 1007 | "metadata": {}, |
|
1007 | "metadata": {}, | |
| 1008 | "output_type": "pyout", |
|
1008 | "output_type": "pyout", | |
| 1009 | "prompt_number": 15, |
|
1009 | "prompt_number": 15, | |
| 1010 | "text": [ |
|
1010 | "text": [ | |
| 1011 | "'hi, stderr\\n'" |
|
1011 | "'hi, stderr\\n'" | |
| 1012 | ] |
|
1012 | ] | |
| 1013 | } |
|
1013 | } | |
| 1014 | ], |
|
1014 | ], | |
| 1015 | "prompt_number": 15 |
|
1015 | "prompt_number": 15 | |
| 1016 | }, |
|
1016 | }, | |
| 1017 | { |
|
1017 | { | |
| 1018 | "cell_type": "markdown", |
|
1018 | "cell_type": "markdown", | |
| 1019 | "metadata": {}, |
|
1019 | "metadata": {}, | |
| 1020 | "source": [ |
|
1020 | "source": [ | |
| 1021 |
"`%%capture` |
|
1021 | "`%%capture` grabs all output types, not just stdout/stderr, so you can do plots and use IPython's display system inside `%%capture`" | |
| 1022 | ] |
|
1022 | ] | |
| 1023 | }, |
|
1023 | }, | |
| 1024 | { |
|
1024 | { | |
| 1025 | "cell_type": "code", |
|
1025 | "cell_type": "code", | |
| 1026 | "collapsed": false, |
|
1026 | "collapsed": false, | |
| 1027 | "input": [ |
|
1027 | "input": [ | |
| 1028 | "%matplotlib inline\n", |
|
1028 | "%matplotlib inline\n", | |
| 1029 | "import matplotlib.pyplot as plt\n", |
|
1029 | "import matplotlib.pyplot as plt\n", | |
| 1030 | "import numpy as np" |
|
1030 | "import numpy as np" | |
| 1031 | ], |
|
1031 | ], | |
| 1032 | "language": "python", |
|
1032 | "language": "python", | |
| 1033 | "metadata": {}, |
|
1033 | "metadata": {}, | |
| 1034 | "outputs": [], |
|
1034 | "outputs": [], | |
| 1035 | "prompt_number": 16 |
|
1035 | "prompt_number": 16 | |
| 1036 | }, |
|
1036 | }, | |
| 1037 | { |
|
1037 | { | |
| 1038 | "cell_type": "code", |
|
1038 | "cell_type": "code", | |
| 1039 | "collapsed": false, |
|
1039 | "collapsed": false, | |
| 1040 | "input": [ |
|
1040 | "input": [ | |
| 1041 | "%%capture wontshutup\n", |
|
1041 | "%%capture wontshutup\n", | |
| 1042 | "\n", |
|
1042 | "\n", | |
| 1043 | "print(\"setting up X\")\n", |
|
1043 | "print(\"setting up X\")\n", | |
| 1044 | "x = np.linspace(0,5,1000)\n", |
|
1044 | "x = np.linspace(0,5,1000)\n", | |
| 1045 | "print(\"step 2: constructing y-data\")\n", |
|
1045 | "print(\"step 2: constructing y-data\")\n", | |
| 1046 | "y = np.sin(x)\n", |
|
1046 | "y = np.sin(x)\n", | |
| 1047 | "print(\"step 3: display info about y\")\n", |
|
1047 | "print(\"step 3: display info about y\")\n", | |
| 1048 | "plt.plot(x,y)\n", |
|
1048 | "plt.plot(x,y)\n", | |
| 1049 | "print(\"okay, I'm done now\")" |
|
1049 | "print(\"okay, I'm done now\")" | |
| 1050 | ], |
|
1050 | ], | |
| 1051 | "language": "python", |
|
1051 | "language": "python", | |
| 1052 | "metadata": {}, |
|
1052 | "metadata": {}, | |
| 1053 | "outputs": [ |
|
1053 | "outputs": [], | |
| 1054 | { |
|
|||
| 1055 | "output_type": "display_data", |
|
|||
| 1056 | "png": 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|
|
|||
| 1057 | "text": [ |
|
|||
| 1058 | "<matplotlib.figure.Figure at 0x108356ed0>" |
|
|||
| 1059 | ] |
|
|||
| 1060 | } |
|
|||
| 1061 | ], |
|
|||
| 1062 | "prompt_number": 17 |
|
1054 | "prompt_number": 17 | |
| 1063 | }, |
|
1055 | }, | |
| 1064 | { |
|
1056 | { | |
| 1065 | "cell_type": "code", |
|
1057 | "cell_type": "code", | |
| 1066 | "collapsed": false, |
|
1058 | "collapsed": false, | |
| 1067 | "input": [ |
|
1059 | "input": [ | |
| 1068 | "wontshutup()" |
|
1060 | "wontshutup()" | |
| 1069 | ], |
|
1061 | ], | |
| 1070 | "language": "python", |
|
1062 | "language": "python", | |
| 1071 | "metadata": {}, |
|
1063 | "metadata": {}, | |
| 1072 | "outputs": [ |
|
1064 | "outputs": [ | |
| 1073 | { |
|
1065 | { | |
| 1074 | "output_type": "stream", |
|
1066 | "output_type": "stream", | |
| 1075 | "stream": "stdout", |
|
1067 | "stream": "stdout", | |
| 1076 | "text": [ |
|
1068 | "text": [ | |
| 1077 | "setting up X\n", |
|
1069 | "setting up X\n", | |
| 1078 | "step 2: constructing y-data\n", |
|
1070 | "step 2: constructing y-data\n", | |
| 1079 | "step 3: display info about y\n", |
|
1071 | "step 3: display info about y\n", | |
| 1080 | "okay, I'm done now\n" |
|
1072 | "okay, I'm done now\n" | |
| 1081 | ] |
|
1073 | ] | |
|
|
1074 | }, | |||
|
|
1075 | { | |||
|
|
1076 | "metadata": {}, | |||
|
|
1077 | "output_type": "display_data", | |||
|
|
1078 | "png": 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pLFoErVtDejr06mU7kTNpQbSIiGV79kDLlqbVOGIEBAXZTuQdtCBaRMQhqlUz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\nRK5CYII=\n", | |||
|
|
1079 | "text": [ | |||
|
|
1080 | "<matplotlib.figure.Figure at 0x3817cd0>" | |||
|
|
1081 | ] | |||
| 1082 | } |
|
1082 | } | |
| 1083 | ], |
|
1083 | ], | |
| 1084 | "prompt_number": 18 |
|
1084 | "prompt_number": 18 | |
| 1085 | }, |
|
1085 | }, | |
| 1086 | { |
|
1086 | { | |
| 1087 | "cell_type": "markdown", |
|
1087 | "cell_type": "markdown", | |
| 1088 | "metadata": {}, |
|
1088 | "metadata": {}, | |
| 1089 | "source": [ |
|
1089 | "source": [ | |
| 1090 |
"And you can selectively disable capturing stdout |
|
1090 | "And you can selectively disable capturing stdout, stderr or rich display, by passing `--no-stdout`, `--no-stderr` and `--no-display`" | |
| 1091 | ] |
|
1091 | ] | |
| 1092 | }, |
|
1092 | }, | |
| 1093 | { |
|
1093 | { | |
| 1094 | "cell_type": "code", |
|
1094 | "cell_type": "code", | |
| 1095 | "collapsed": false, |
|
1095 | "collapsed": false, | |
| 1096 | "input": [ |
|
1096 | "input": [ | |
| 1097 | "%%capture cap --no-stderr\n", |
|
1097 | "%%capture cap --no-stderr\n", | |
| 1098 | "print('hi, stdout')\n", |
|
1098 | "print('hi, stdout')\n", | |
| 1099 | "print(\"hello, stderr\", file=sys.stderr)" |
|
1099 | "print(\"hello, stderr\", file=sys.stderr)" | |
| 1100 | ], |
|
1100 | ], | |
| 1101 | "language": "python", |
|
1101 | "language": "python", | |
| 1102 | "metadata": {}, |
|
1102 | "metadata": {}, | |
| 1103 | "outputs": [ |
|
1103 | "outputs": [ | |
| 1104 | { |
|
1104 | { | |
| 1105 | "output_type": "stream", |
|
1105 | "output_type": "stream", | |
| 1106 | "stream": "stderr", |
|
1106 | "stream": "stderr", | |
| 1107 | "text": [ |
|
1107 | "text": [ | |
| 1108 | "hello, stderr" |
|
1108 | "hello, stderr\n" | |
| 1109 | ] |
|
|||
| 1110 | }, |
|
|||
| 1111 | { |
|
|||
| 1112 | "output_type": "stream", |
|
|||
| 1113 | "stream": "stderr", |
|
|||
| 1114 | "text": [ |
|
|||
| 1115 | "\n" |
|
|||
| 1116 | ] |
|
1109 | ] | |
| 1117 | } |
|
1110 | } | |
| 1118 | ], |
|
1111 | ], | |
| 1119 | "prompt_number": 19 |
|
1112 | "prompt_number": 19 | |
| 1120 | }, |
|
1113 | }, | |
| 1121 | { |
|
1114 | { | |
| 1122 | "cell_type": "code", |
|
1115 | "cell_type": "code", | |
| 1123 | "collapsed": false, |
|
1116 | "collapsed": false, | |
| 1124 | "input": [ |
|
1117 | "input": [ | |
| 1125 | "cap.stdout" |
|
1118 | "cap.stdout" | |
| 1126 | ], |
|
1119 | ], | |
| 1127 | "language": "python", |
|
1120 | "language": "python", | |
| 1128 | "metadata": {}, |
|
1121 | "metadata": {}, | |
| 1129 | "outputs": [ |
|
1122 | "outputs": [ | |
| 1130 | { |
|
1123 | { | |
|
|
1124 | "metadata": {}, | |||
| 1131 | "output_type": "pyout", |
|
1125 | "output_type": "pyout", | |
| 1132 | "prompt_number": 20, |
|
1126 | "prompt_number": 20, | |
| 1133 | "text": [ |
|
1127 | "text": [ | |
| 1134 | "'hi, stdout\\n'" |
|
1128 | "'hi, stdout\\n'" | |
| 1135 | ] |
|
1129 | ] | |
| 1136 | } |
|
1130 | } | |
| 1137 | ], |
|
1131 | ], | |
| 1138 | "prompt_number": 20 |
|
1132 | "prompt_number": 20 | |
| 1139 | }, |
|
1133 | }, | |
| 1140 | { |
|
1134 | { | |
| 1141 | "cell_type": "code", |
|
1135 | "cell_type": "code", | |
| 1142 | "collapsed": false, |
|
1136 | "collapsed": false, | |
| 1143 | "input": [ |
|
1137 | "input": [ | |
| 1144 | "cap.stderr" |
|
1138 | "cap.stderr" | |
| 1145 | ], |
|
1139 | ], | |
| 1146 | "language": "python", |
|
1140 | "language": "python", | |
| 1147 | "metadata": {}, |
|
1141 | "metadata": {}, | |
| 1148 | "outputs": [ |
|
1142 | "outputs": [ | |
| 1149 | { |
|
1143 | { | |
|
|
1144 | "metadata": {}, | |||
| 1150 | "output_type": "pyout", |
|
1145 | "output_type": "pyout", | |
| 1151 | "prompt_number": 21, |
|
1146 | "prompt_number": 21, | |
| 1152 | "text": [ |
|
1147 | "text": [ | |
| 1153 | "''" |
|
1148 | "''" | |
| 1154 | ] |
|
1149 | ] | |
| 1155 | } |
|
1150 | } | |
| 1156 | ], |
|
1151 | ], | |
| 1157 | "prompt_number": 21 |
|
1152 | "prompt_number": 21 | |
|
|
1153 | }, | |||
|
|
1154 | { | |||
|
|
1155 | "cell_type": "code", | |||
|
|
1156 | "collapsed": false, | |||
|
|
1157 | "input": [ | |||
|
|
1158 | "cap.outputs" | |||
|
|
1159 | ], | |||
|
|
1160 | "language": "python", | |||
|
|
1161 | "metadata": {}, | |||
|
|
1162 | "outputs": [ | |||
|
|
1163 | { | |||
|
|
1164 | "metadata": {}, | |||
|
|
1165 | "output_type": "pyout", | |||
|
|
1166 | "prompt_number": 22, | |||
|
|
1167 | "text": [ | |||
|
|
1168 | "[]" | |||
|
|
1169 | ] | |||
|
|
1170 | } | |||
|
|
1171 | ], | |||
|
|
1172 | "prompt_number": 22 | |||
| 1158 | } |
|
1173 | } | |
| 1159 | ], |
|
1174 | ], | |
| 1160 | "metadata": {} |
|
1175 | "metadata": {} | |
| 1161 | } |
|
1176 | } | |
| 1162 | ] |
|
1177 | ] | |
| 1163 | } No newline at end of file |
|
1178 | } | |
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