Show More
@@ -1,287 +1,289 b'' | |||||
1 | ============ |
|
1 | ============ | |
2 | 1.0 Series |
|
2 | 1.0 Series | |
3 | ============ |
|
3 | ============ | |
4 |
|
4 | |||
5 | Release 1.0 |
|
5 | Release 1.0 | |
6 | =========== |
|
6 | =========== | |
7 |
|
7 | |||
8 | IPython 1.0 requires Python β₯ 2.6.5 or β₯ 3.2.1. |
|
8 | IPython 1.0 requires Python β₯ 2.6.5 or β₯ 3.2.1. | |
9 | It does not support Python 3.0, 3.1, or 2.5. |
|
9 | It does not support Python 3.0, 3.1, or 2.5. | |
10 |
|
10 | |||
11 | This is a big release. The principal milestone is the addition of :mod:`IPython.nbconvert`, |
|
11 | This is a big release. The principal milestone is the addition of :mod:`IPython.nbconvert`, | |
12 | but there has been a great deal of work improving all parts of IPython as well. |
|
12 | but there has been a great deal of work improving all parts of IPython as well. | |
13 |
|
13 | |||
14 | The previous version (0.13) was released on June 30, 2012, |
|
14 | The previous version (0.13) was released on June 30, 2012, | |
15 | and in this development cycle we had: |
|
15 | and in this development cycle we had: | |
16 |
|
16 | |||
17 | - ~12 months of work. |
|
17 | - ~12 months of work. | |
18 | - ~700 pull requests merged. |
|
18 | - ~700 pull requests merged. | |
19 | - ~600 issues closed (non-pull requests). |
|
19 | - ~600 issues closed (non-pull requests). | |
20 | - contributions from ~150 authors. |
|
20 | - contributions from ~150 authors. | |
21 | - ~4000 commits. |
|
21 | - ~4000 commits. | |
22 |
|
22 | |||
23 | The amount of work included in this release is so large that we can only cover |
|
23 | The amount of work included in this release is so large that we can only cover | |
24 | here the main highlights; please see our :ref:`detailed release statistics |
|
24 | here the main highlights; please see our :ref:`detailed release statistics | |
25 | <issues_list_100>` for links to every issue and pull request closed on GitHub |
|
25 | <issues_list_100>` for links to every issue and pull request closed on GitHub | |
26 | as well as a full list of individual contributors. |
|
26 | as well as a full list of individual contributors. | |
27 | It includes |
|
27 | It includes | |
28 |
|
28 | |||
29 | Reorganization |
|
29 | Reorganization | |
30 | -------------- |
|
30 | -------------- | |
31 |
|
31 | |||
32 | There have been two major reorganizations in IPython 1.0: |
|
32 | There have been two major reorganizations in IPython 1.0: | |
33 |
|
33 | |||
34 | - Added :mod:`IPython.kernel` for all kernel-related code. |
|
34 | - Added :mod:`IPython.kernel` for all kernel-related code. | |
35 | This means that :mod:`IPython.zmq` has been removed, |
|
35 | This means that :mod:`IPython.zmq` has been removed, | |
36 | and much of it is now in :mod:`IPython.kernel.zmq`, |
|
36 | and much of it is now in :mod:`IPython.kernel.zmq`, | |
37 | some of it being in the top-level :mod:`IPython.kernel`. |
|
37 | some of it being in the top-level :mod:`IPython.kernel`. | |
38 | - We have removed the `frontend` subpackage, |
|
38 | - We have removed the `frontend` subpackage, | |
39 | as it caused unnecessary depth. So what was :mod:`IPython.frontend.qt` |
|
39 | as it caused unnecessary depth. So what was :mod:`IPython.frontend.qt` | |
40 | is now :mod:`IPython.qt`, and so on. The one difference is that |
|
40 | is now :mod:`IPython.qt`, and so on. The one difference is that | |
41 | the notebook has been further flattened, so that |
|
41 | the notebook has been further flattened, so that | |
42 | :mod:`IPython.frontend.html.notebook` is now just `IPython.html`. |
|
42 | :mod:`IPython.frontend.html.notebook` is now just `IPython.html`. | |
43 | There is a shim module, so :mod:`IPython.frontend` is still |
|
43 | There is a shim module, so :mod:`IPython.frontend` is still | |
44 | importable in 1.0, but there will be a warning. |
|
44 | importable in 1.0, but there will be a warning. | |
45 | - The IPython sphinx directives are now installed in :mod:`IPython.sphinx`, |
|
45 | - The IPython sphinx directives are now installed in :mod:`IPython.sphinx`, | |
46 | so they can be imported by other projects. |
|
46 | so they can be imported by other projects. | |
47 |
|
47 | |||
48 |
|
48 | |||
49 | Public APIs |
|
49 | Public APIs | |
50 | ----------- |
|
50 | ----------- | |
51 |
|
51 | |||
52 | For the first time since 0.10 (sorry, everyone), |
|
52 | For the first time since 0.10 (sorry, everyone), | |
53 | there is an official public API for starting IPython: |
|
53 | there is an official public API for starting IPython: | |
54 |
|
54 | |||
55 | .. sourcecode:: python |
|
55 | .. sourcecode:: python | |
56 |
|
56 | |||
57 | from IPython import start_ipython |
|
57 | from IPython import start_ipython | |
58 | start_ipython() |
|
58 | start_ipython() | |
59 |
|
59 | |||
60 | This is what packages should use that start their own IPython session, |
|
60 | This is what packages should use that start their own IPython session, | |
61 | but don't actually want embedded IPython (most cases). |
|
61 | but don't actually want embedded IPython (most cases). | |
62 |
|
62 | |||
63 | We also have added: |
|
63 | We also have added: | |
64 |
|
64 | |||
65 | .. sourcecode:: python |
|
65 | .. sourcecode:: python | |
66 |
|
66 | |||
67 | from IPython import get_ipython |
|
67 | from IPython import get_ipython | |
68 |
|
68 | |||
69 |
|
69 | |||
70 | Which is a *library* function for getting the current IPython instance, |
|
70 | Which is a *library* function for getting the current IPython instance, | |
71 | and will return ``None`` if no IPython instance is running. |
|
71 | and will return ``None`` if no IPython instance is running. | |
72 | This is the official way to check whether your code is called from inside an IPython session. |
|
72 | This is the official way to check whether your code is called from inside an IPython session. | |
73 | If you want to check for IPython without unnecessarily importing IPython, |
|
73 | If you want to check for IPython without unnecessarily importing IPython, | |
74 | use this function: |
|
74 | use this function: | |
75 |
|
75 | |||
76 | .. sourcecode:: python |
|
76 | .. sourcecode:: python | |
77 |
|
77 | |||
78 | def get_ipython(): |
|
78 | def get_ipython(): | |
79 | """return IPython instance if there is one, None otherwise""" |
|
79 | """return IPython instance if there is one, None otherwise""" | |
80 | import sys |
|
80 | import sys | |
81 | if "IPython" in sys.modules: |
|
81 | if "IPython" in sys.modules: | |
82 | import IPython |
|
82 | import IPython | |
83 | return IPython.get_ipython() |
|
83 | return IPython.get_ipython() | |
84 |
|
84 | |||
85 | Core |
|
85 | Core | |
86 | ---- |
|
86 | ---- | |
87 |
|
87 | |||
88 | - The input transformation framework has been reworked. This fixes some corner |
|
88 | - The input transformation framework has been reworked. This fixes some corner | |
89 | cases, and adds more flexibility for projects which use IPython, like SymPy & |
|
89 | cases, and adds more flexibility for projects which use IPython, like SymPy & | |
90 | SAGE. For more details, see :doc:`/config/inputtransforms`. |
|
90 | SAGE. For more details, see :doc:`/config/inputtransforms`. | |
91 | - Exception types can now be displayed with a custom traceback, by defining a |
|
91 | - Exception types can now be displayed with a custom traceback, by defining a | |
92 | ``_render_traceback_()`` method which returns a list of strings, each |
|
92 | ``_render_traceback_()`` method which returns a list of strings, each | |
93 | containing one line of the traceback. |
|
93 | containing one line of the traceback. | |
94 | - A new command, ``ipython history trim`` can be used to delete everything but |
|
94 | - A new command, ``ipython history trim`` can be used to delete everything but | |
95 | the last 1000 entries in the history database. |
|
95 | the last 1000 entries in the history database. | |
96 | - ``__file__`` is defined in both config files at load time, |
|
96 | - ``__file__`` is defined in both config files at load time, | |
97 | and ``.ipy`` files executed with ``%run``. |
|
97 | and ``.ipy`` files executed with ``%run``. | |
98 | - ``%logstart`` and ``%logappend`` are no longer broken. |
|
98 | - ``%logstart`` and ``%logappend`` are no longer broken. | |
99 | - Add glob expansion for ``%run``, e.g. ``%run -g script.py *.txt``. |
|
99 | - Add glob expansion for ``%run``, e.g. ``%run -g script.py *.txt``. | |
100 | - Expand variables (``$foo``) in Cell Magic argument line. |
|
100 | - Expand variables (``$foo``) in Cell Magic argument line. | |
101 | - By default, :command:`iptest` will exclude various slow tests. |
|
101 | - By default, :command:`iptest` will exclude various slow tests. | |
102 | All tests can be run with :command:`iptest --all`. |
|
102 | All tests can be run with :command:`iptest --all`. | |
103 | - SQLite history can be disabled in the various cases that it does not behave well. |
|
103 | - SQLite history can be disabled in the various cases that it does not behave well. | |
104 | - ``%edit`` works on interactively defined variables. |
|
104 | - ``%edit`` works on interactively defined variables. | |
105 | - editor hooks have been restored from quarantine, enabling TextMate as editor, |
|
105 | - editor hooks have been restored from quarantine, enabling TextMate as editor, | |
106 | etc. |
|
106 | etc. | |
107 | - The env variable PYTHONSTARTUP is respected by IPython. |
|
107 | - The env variable PYTHONSTARTUP is respected by IPython. | |
108 | - A ``%matplotlib`` magic is added, which is like the old ``%pylab`` magic, |
|
108 | - A ``%matplotlib`` magic is added, which is like the old ``%pylab`` magic, | |
109 | but it does not import anything to the interactive namespace. |
|
109 | but it does not import anything to the interactive namespace. | |
110 | It is recommended that users switch to ``%matplotlib`` and explicit imports. |
|
110 | It is recommended that users switch to ``%matplotlib`` and explicit imports. | |
111 |
|
111 | |||
112 |
|
112 | |||
113 | Backwards incompatible changes |
|
113 | Backwards incompatible changes | |
114 | ****************************** |
|
114 | ****************************** | |
115 |
|
115 | |||
116 | - Calling :meth:`InteractiveShell.prefilter` will no longer perform static |
|
116 | - Calling :meth:`InteractiveShell.prefilter` will no longer perform static | |
117 | transformations - the processing of escaped commands such as ``%magic`` and |
|
117 | transformations - the processing of escaped commands such as ``%magic`` and | |
118 | ``!system``, and stripping input prompts from code blocks. This functionality |
|
118 | ``!system``, and stripping input prompts from code blocks. This functionality | |
119 | was duplicated in :mod:`IPython.core.inputsplitter`, and the latter version |
|
119 | was duplicated in :mod:`IPython.core.inputsplitter`, and the latter version | |
120 | was already what IPython relied on. A new API to transform input will be ready |
|
120 | was already what IPython relied on. A new API to transform input will be ready | |
121 | before release. |
|
121 | before release. | |
122 | - Functions from :mod:`IPython.lib.inputhook` to control integration with GUI |
|
122 | - Functions from :mod:`IPython.lib.inputhook` to control integration with GUI | |
123 | event loops are no longer exposed in the top level of :mod:`IPython.lib`. |
|
123 | event loops are no longer exposed in the top level of :mod:`IPython.lib`. | |
124 | Code calling these should make sure to import them from |
|
124 | Code calling these should make sure to import them from | |
125 | :mod:`IPython.lib.inputhook`. |
|
125 | :mod:`IPython.lib.inputhook`. | |
126 | - For all kernel managers, the ``sub_channel`` attribute has been renamed to |
|
126 | - For all kernel managers, the ``sub_channel`` attribute has been renamed to | |
127 | ``iopub_channel``. |
|
127 | ``iopub_channel``. | |
128 | - Users on Python versions before 2.6.6, 2.7.1 or 3.2 will now need to call |
|
128 | - Users on Python versions before 2.6.6, 2.7.1 or 3.2 will now need to call | |
129 | :func:`IPython.utils.doctestreload.doctest_reload` to make doctests run |
|
129 | :func:`IPython.utils.doctestreload.doctest_reload` to make doctests run | |
130 | correctly inside IPython. Python releases since those versions are unaffected. |
|
130 | correctly inside IPython. Python releases since those versions are unaffected. | |
131 | For details, see :ghpull:`3068` and `Python issue 8048 <http://bugs.python.org/issue8048>`_. |
|
131 | For details, see :ghpull:`3068` and `Python issue 8048 <http://bugs.python.org/issue8048>`_. | |
132 | - The ``InteractiveShell.cache_main_mod()`` method has been removed, and |
|
132 | - The ``InteractiveShell.cache_main_mod()`` method has been removed, and | |
133 | :meth:`~IPython.core.interactiveshell.InteractiveShell.new_main_mod` has a |
|
133 | :meth:`~IPython.core.interactiveshell.InteractiveShell.new_main_mod` has a | |
134 | different signature, expecting a filename where earlier versions expected |
|
134 | different signature, expecting a filename where earlier versions expected | |
135 | a namespace. See :ghpull:`3555` for details. |
|
135 | a namespace. See :ghpull:`3555` for details. | |
136 | - The short-lived plugin system has been removed. Extensions are the way to go. |
|
136 | - The short-lived plugin system has been removed. Extensions are the way to go. | |
137 |
|
137 | |||
138 |
|
138 | |||
139 | NbConvert |
|
139 | NbConvert | |
140 | --------- |
|
140 | --------- | |
141 |
|
141 | |||
142 | The major milestone for IPython 1.0 is the addition of :mod:`IPython.nbconvert` - tools for converting |
|
142 | The major milestone for IPython 1.0 is the addition of :mod:`IPython.nbconvert` - tools for converting | |
143 | IPython notebooks to various other formats. |
|
143 | IPython notebooks to various other formats. | |
144 |
|
144 | |||
145 | .. warning:: |
|
145 | .. warning:: | |
146 |
|
146 | |||
147 | nbconvert is Ξ±-level preview code in 1.0 |
|
147 | nbconvert is Ξ±-level preview code in 1.0 | |
148 |
|
148 | |||
149 | To use nbconvert to convert various file formats:: |
|
149 | To use nbconvert to convert various file formats:: | |
150 |
|
150 | |||
151 | ipython nbconvert --format full_html *.ipynb |
|
151 | ipython nbconvert --format full_html *.ipynb | |
152 |
|
152 | |||
153 | See ``ipython nbconvert --help`` for more information. |
|
153 | See ``ipython nbconvert --help`` for more information. | |
154 | nbconvert depends on `pandoc`_ for many of the translations to and from various formats. |
|
154 | nbconvert depends on `pandoc`_ for many of the translations to and from various formats. | |
155 |
|
155 | |||
156 | .. _pandoc: http://johnmacfarlane.net/pandoc/ |
|
156 | .. _pandoc: http://johnmacfarlane.net/pandoc/ | |
157 |
|
157 | |||
158 | Notebook |
|
158 | Notebook | |
159 | -------- |
|
159 | -------- | |
160 |
|
160 | |||
161 | Major changes to the IPython Notebook in 1.0: |
|
161 | Major changes to the IPython Notebook in 1.0: | |
162 |
|
162 | |||
163 | - The notebook is now autosaved, by default at an interval of two minutes. |
|
163 | - The notebook is now autosaved, by default at an interval of two minutes. | |
164 | When you press 'save' or Ctrl-S, a *checkpoint* is made, in a hidden folder. |
|
164 | When you press 'save' or Ctrl-S, a *checkpoint* is made, in a hidden folder. | |
165 | This checkpoint can be restored, so that the autosave model is strictly safer |
|
165 | This checkpoint can be restored, so that the autosave model is strictly safer | |
166 | than traditional save. If you change nothing about your save habits, |
|
166 | than traditional save. If you change nothing about your save habits, | |
167 | you will always have a checkpoint that you have written, |
|
167 | you will always have a checkpoint that you have written, | |
168 | and an autosaved file that is kept up to date. |
|
168 | and an autosaved file that is kept up to date. | |
169 | - You can load custom javascript and CSS in the notebook by editing the files |
|
169 | - You can load custom javascript and CSS in the notebook by editing the files | |
170 | :file:`$(ipython locate profile)/static/custom/custom.{js,css}`. |
|
170 | :file:`$(ipython locate profile)/static/custom/custom.{js,css}`. | |
171 | - Add ``%%html``, ``%%svg``, ``%%javascript``, and ``%%latex`` cell magics |
|
171 | - Add ``%%html``, ``%%svg``, ``%%javascript``, and ``%%latex`` cell magics | |
172 | for writing raw output in notebook cells. |
|
172 | for writing raw output in notebook cells. | |
173 | - add a redirect handler and anchors on heading cells, so you can link |
|
173 | - add a redirect handler and anchors on heading cells, so you can link | |
174 | across notebooks, directly to heading cells in other notebooks. |
|
174 | across notebooks, directly to heading cells in other notebooks. | |
175 | - Images support width and height metadata, |
|
175 | - Images support width and height metadata, | |
176 | and thereby 2x scaling (retina support). |
|
176 | and thereby 2x scaling (retina support). | |
177 | - ``_repr_foo_`` methods can return a tuple of (data, metadata), |
|
177 | - ``_repr_foo_`` methods can return a tuple of (data, metadata), | |
178 | where metadata is a dict containing metadata about the displayed object. |
|
178 | where metadata is a dict containing metadata about the displayed object. | |
179 | This is used to set size, etc. for retina graphics. To enable retina matplotlib figures, |
|
179 | This is used to set size, etc. for retina graphics. To enable retina matplotlib figures, | |
180 | simply set ``InlineBackend.figure_format = 'retina'`` for 2x PNG figures. |
|
180 | simply set ``InlineBackend.figure_format = 'retina'`` for 2x PNG figures. | |
181 | - Add display.FileLink and FileLinks for quickly displaying HTML links to local files. |
|
181 | - Add display.FileLink and FileLinks for quickly displaying HTML links to local files. | |
182 | - Cells have metadata, which can be edited via cell toolbars. |
|
182 | - Cells have metadata, which can be edited via cell toolbars. | |
183 | This metadata can be used by external code (e.g. reveal.js or exporters), |
|
183 | This metadata can be used by external code (e.g. reveal.js or exporters), | |
184 | when examining the notebook. |
|
184 | when examining the notebook. | |
185 | - Fix an issue parsing LaTeX in markdown cells, which required users to type ``\\\``, |
|
185 | - Fix an issue parsing LaTeX in markdown cells, which required users to type ``\\\``, | |
186 | instead of ``\\``. |
|
186 | instead of ``\\``. | |
187 | - Notebook templates are rendered with Jinja instead of Tornado. |
|
187 | - Notebook templates are rendered with Jinja instead of Tornado. | |
188 | - ``%%file`` has been renamed ``%%writefile`` (``%%file``) is deprecated. |
|
188 | - ``%%file`` has been renamed ``%%writefile`` (``%%file``) is deprecated. | |
189 | - ANSI (and VT100) color parsing has been improved in both performance and |
|
189 | - ANSI (and VT100) color parsing has been improved in both performance and | |
190 | supported values. |
|
190 | supported values. | |
191 | - The static files path can be found as ``IPython.html.DEFAULT_STATIC_FILES_PATH``, |
|
191 | - The static files path can be found as ``IPython.html.DEFAULT_STATIC_FILES_PATH``, | |
192 | which may be changed by package managers. |
|
192 | which may be changed by package managers. | |
193 | - The notebook supports :func:`raw_input`, and thus also ``%debug``. |
|
193 | - The notebook supports :func:`raw_input`, and thus also ``%debug``. | |
194 | - IPython's CSS is installed in :file:`static/css/style.min.css` |
|
194 | - IPython's CSS is installed in :file:`static/css/style.min.css` | |
195 | (all style, including bootstrap), and :file:`static/css/ipython.min.css`, |
|
195 | (all style, including bootstrap), and :file:`static/css/ipython.min.css`, | |
196 | which only has IPython's own CSS. The latter file should be useful for embedding |
|
196 | which only has IPython's own CSS. The latter file should be useful for embedding | |
197 | IPython notebooks in other pages, blogs, etc. |
|
197 | IPython notebooks in other pages, blogs, etc. | |
|
198 | - The "Print View" has been removed, as the main notebook page is fully capable | |||
|
199 | of being printed using standard web browser print facilities. | |||
198 |
|
200 | |||
199 | Javascript Components |
|
201 | Javascript Components | |
200 | ********************* |
|
202 | ********************* | |
201 |
|
203 | |||
202 | The javascript components used in the notebook have been updated significantly. |
|
204 | The javascript components used in the notebook have been updated significantly. | |
203 |
|
205 | |||
204 | - updates to jQuery (2.0) and jQueryUI (1.10) |
|
206 | - updates to jQuery (2.0) and jQueryUI (1.10) | |
205 | - Update CodeMirror to 3.14 |
|
207 | - Update CodeMirror to 3.14 | |
206 | - Twitter Bootstrap (2.3) for layout |
|
208 | - Twitter Bootstrap (2.3) for layout | |
207 | - Font-Awesome (3.1) for icons |
|
209 | - Font-Awesome (3.1) for icons | |
208 | - highlight.js (7.3) for syntax highlighting |
|
210 | - highlight.js (7.3) for syntax highlighting | |
209 | - marked (0.2.8) for markdown rendering |
|
211 | - marked (0.2.8) for markdown rendering | |
210 | - require.js (2.1) for loading javascript |
|
212 | - require.js (2.1) for loading javascript | |
211 |
|
213 | |||
212 | Some relevant changes that are results of this: |
|
214 | Some relevant changes that are results of this: | |
213 |
|
215 | |||
214 | - Markdown cells now support GitHub-flavored Markdown (GFM), |
|
216 | - Markdown cells now support GitHub-flavored Markdown (GFM), | |
215 | which includes ``\`\`\`python`` code blocks and tables. |
|
217 | which includes ``\`\`\`python`` code blocks and tables. | |
216 | - Notebook UI behaves better on more screen sizes. |
|
218 | - Notebook UI behaves better on more screen sizes. | |
217 | - Various code cell input issues have been fixed. |
|
219 | - Various code cell input issues have been fixed. | |
218 |
|
220 | |||
219 |
|
221 | |||
220 | Kernel |
|
222 | Kernel | |
221 | ------ |
|
223 | ------ | |
222 |
|
224 | |||
223 | The kernel code has been substantially reorganized. |
|
225 | The kernel code has been substantially reorganized. | |
224 |
|
226 | |||
225 | New features in the kernel: |
|
227 | New features in the kernel: | |
226 |
|
228 | |||
227 | - Kernels support ZeroMQ IPC transport, not just TCP |
|
229 | - Kernels support ZeroMQ IPC transport, not just TCP | |
228 | - The message protocol has added a top-level metadata field, |
|
230 | - The message protocol has added a top-level metadata field, | |
229 | used for information about messages. |
|
231 | used for information about messages. | |
230 | - Add a `data_pub` message that functions much like `display_pub`, |
|
232 | - Add a `data_pub` message that functions much like `display_pub`, | |
231 | but publishes raw (usually pickled) data, rather than representations. |
|
233 | but publishes raw (usually pickled) data, rather than representations. | |
232 | - Ensure that ``sys.stdout.encoding`` is defined in Kernels. |
|
234 | - Ensure that ``sys.stdout.encoding`` is defined in Kernels. | |
233 | - Stdout from forked subprocesses should be forwarded to frontends (instead of crashing). |
|
235 | - Stdout from forked subprocesses should be forwarded to frontends (instead of crashing). | |
234 |
|
236 | |||
235 | IPEP 13 |
|
237 | IPEP 13 | |
236 | ******* |
|
238 | ******* | |
237 |
|
239 | |||
238 | The KernelManager has been split into a :class:`~.KernelManager` and a :class:`~.KernelClient`. |
|
240 | The KernelManager has been split into a :class:`~.KernelManager` and a :class:`~.KernelClient`. | |
239 | The Manager owns a kernel and starts / signals / restarts it. There is always zero or one |
|
241 | The Manager owns a kernel and starts / signals / restarts it. There is always zero or one | |
240 | KernelManager per Kernel. Clients communicate with Kernels via zmq channels, |
|
242 | KernelManager per Kernel. Clients communicate with Kernels via zmq channels, | |
241 | and there can be zero-to-many Clients connected to a Kernel at any given time. |
|
243 | and there can be zero-to-many Clients connected to a Kernel at any given time. | |
242 |
|
244 | |||
243 | The KernelManager now automatically restarts the kernel when it dies, |
|
245 | The KernelManager now automatically restarts the kernel when it dies, | |
244 | rather than requiring user input at the notebook or QtConsole UI |
|
246 | rather than requiring user input at the notebook or QtConsole UI | |
245 | (which may or may not exist at restart time). |
|
247 | (which may or may not exist at restart time). | |
246 |
|
248 | |||
247 | In-process kernels |
|
249 | In-process kernels | |
248 | ****************** |
|
250 | ****************** | |
249 |
|
251 | |||
250 | The Python-language frontends, particularly the Qt console, may now communicate |
|
252 | The Python-language frontends, particularly the Qt console, may now communicate | |
251 | with in-process kernels, in addition to the traditional out-of-process |
|
253 | with in-process kernels, in addition to the traditional out-of-process | |
252 | kernels. An in-process kernel permits direct access to the kernel namespace, |
|
254 | kernels. An in-process kernel permits direct access to the kernel namespace, | |
253 | which is necessary in some applications. It should be understood, however, that |
|
255 | which is necessary in some applications. It should be understood, however, that | |
254 | the in-process kernel is not robust to bad user input and will block the main |
|
256 | the in-process kernel is not robust to bad user input and will block the main | |
255 | (GUI) thread while executing. Developers must decide on a case-by-case basis |
|
257 | (GUI) thread while executing. Developers must decide on a case-by-case basis | |
256 | whether this tradeoff is appropriate for their application. |
|
258 | whether this tradeoff is appropriate for their application. | |
257 |
|
259 | |||
258 |
|
260 | |||
259 |
|
261 | |||
260 | Parallel |
|
262 | Parallel | |
261 | -------- |
|
263 | -------- | |
262 |
|
264 | |||
263 | IPython.parallel has had some refactoring as well. |
|
265 | IPython.parallel has had some refactoring as well. | |
264 | There are many improvements and fixes, but these are the major changes: |
|
266 | There are many improvements and fixes, but these are the major changes: | |
265 |
|
267 | |||
266 | - Connections have been simplified. All ports and the serialization in use |
|
268 | - Connections have been simplified. All ports and the serialization in use | |
267 | are written to the connection file, rather than the initial two-stage system. |
|
269 | are written to the connection file, rather than the initial two-stage system. | |
268 | - Serialization has been rewritten, fixing many bugs and dramatically improving |
|
270 | - Serialization has been rewritten, fixing many bugs and dramatically improving | |
269 | performance serializing large containers. |
|
271 | performance serializing large containers. | |
270 | - Load-balancing scheduler performance with large numbers of tasks has been dramatically improved. |
|
272 | - Load-balancing scheduler performance with large numbers of tasks has been dramatically improved. | |
271 | - There should be fewer (hopefully zero) false-positives for engine failures. |
|
273 | - There should be fewer (hopefully zero) false-positives for engine failures. | |
272 | - Increased compatibility with various use cases that produced serialization / argument errors |
|
274 | - Increased compatibility with various use cases that produced serialization / argument errors | |
273 | with map, etc. |
|
275 | with map, etc. | |
274 | - The controller can attempt to resume operation if it has crashed, |
|
276 | - The controller can attempt to resume operation if it has crashed, | |
275 | by passing ``ipcontroller --restore``. |
|
277 | by passing ``ipcontroller --restore``. | |
276 | - Engines can monitor the Hub heartbeat, and shutdown if the Hub disappears for too long. |
|
278 | - Engines can monitor the Hub heartbeat, and shutdown if the Hub disappears for too long. | |
277 | - add HTCondor support in launchers |
|
279 | - add HTCondor support in launchers | |
278 |
|
280 | |||
279 |
|
281 | |||
280 | QtConsole |
|
282 | QtConsole | |
281 | --------- |
|
283 | --------- | |
282 |
|
284 | |||
283 | Various fixes, including improved performance with lots of text output, |
|
285 | Various fixes, including improved performance with lots of text output, | |
284 | and better drag and drop support. |
|
286 | and better drag and drop support. | |
285 | The initial window size of the qtconsole is now configurable via ``IPythonWidget.width`` |
|
287 | The initial window size of the qtconsole is now configurable via ``IPythonWidget.width`` | |
286 | and ``IPythonWidget.height``. |
|
288 | and ``IPythonWidget.height``. | |
287 |
|
289 |
General Comments 0
You need to be logged in to leave comments.
Login now