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1 | .. _config_index: | |
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2 | ||
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3 | =============================== | |
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4 | Configuration and customization | |
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5 | =============================== | |
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6 | ||
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7 | .. toctree:: | |
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8 | :maxdepth: 2 | |
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9 | ||
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10 | overview | |
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11 | extensions/index | |
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12 | ipython | |
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13 | integrating | |
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14 | editors | |
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15 | inputtransforms | |
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16 | old |
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1 | ================================== | |
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2 | Using IPython for interactive work | |
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3 | ================================== | |
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4 | ||
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5 | .. toctree:: | |
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6 | :maxdepth: 2 | |
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7 | ||
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8 | tutorial | |
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9 | tips | |
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10 | reference | |
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11 | shell | |
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12 | qtconsole | |
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13 | htmlnotebook | |
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14 | ||
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15 |
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1 | .. _parallel_index: | |
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2 | ||
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3 | ==================================== | |
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4 | Using IPython for parallel computing | |
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5 | ==================================== | |
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6 | ||
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7 | .. toctree:: | |
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8 | :maxdepth: 2 | |
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9 | ||
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10 | parallel_intro | |
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11 | parallel_process | |
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12 | parallel_multiengine | |
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13 | magics | |
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14 | parallel_task | |
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15 | asyncresult | |
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16 | parallel_mpi | |
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17 | parallel_db | |
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18 | parallel_security | |
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19 | parallel_winhpc | |
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20 | parallel_demos | |
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21 | dag_dependencies | |
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22 | parallel_details | |
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23 | parallel_transition | |
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24 | ||
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25 |
@@ -1,138 +1,137 b'' | |||
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1 | 1 | # Makefile for Sphinx documentation |
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2 | 2 | # |
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3 | 3 | |
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4 | 4 | # You can set these variables from the command line. |
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5 | 5 | SPHINXOPTS = |
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6 | 6 | SPHINXBUILD = sphinx-build |
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7 | 7 | PAPER = |
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8 | 8 | SRCDIR = source |
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9 | 9 | BUILDDIR = build |
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10 | 10 | |
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11 | 11 | # Internal variables. |
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12 | 12 | PAPEROPT_a4 = -D latex_paper_size=a4 |
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13 | 13 | PAPEROPT_letter = -D latex_paper_size=letter |
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14 | 14 | ALLSPHINXOPTS = -d build/doctrees $(PAPEROPT_$(PAPER)) $(SPHINXOPTS) $(SRCDIR) |
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15 | 15 | |
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16 | 16 | .PHONY: help clean html web pickle htmlhelp latex changes linkcheck api |
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17 | 17 | |
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18 | 18 | default: html |
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19 | 19 | |
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20 | 20 | help: |
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21 | 21 | @echo "Please use \`make <target>' where <target> is one of" |
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22 | 22 | @echo " html to make standalone HTML files" |
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23 | 23 | @echo " pickle to make pickle files (usable by e.g. sphinx-web)" |
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24 | 24 | @echo " htmlhelp to make HTML files and a HTML help project" |
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25 | 25 | @echo " latex to make LaTeX files, you can set PAPER=a4 or PAPER=letter" |
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26 | 26 | @echo " texinfo to make Texinfo files" |
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27 | 27 | @echo " info to make Texinfo files and run them through makeinfo" |
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28 | 28 | @echo " changes to make an overview over all changed/added/deprecated items" |
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29 | 29 | @echo " linkcheck to check all external links for integrity" |
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30 | 30 | @echo |
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31 | 31 | @echo "Compound utility targets:" |
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32 | 32 | @echo "pdf latex and then runs the PDF generation" |
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33 | 33 | @echo "all html and pdf" |
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34 | 34 | @echo "dist all, and then puts the results in dist/" |
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35 | 35 | @echo "gitwash-update update git workflow from source repo" |
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36 | 36 | |
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37 | 37 | clean: |
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38 | 38 | -rm -rf build/* dist/* $(SRCDIR)/api/generated |
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39 | 39 | |
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40 | 40 | pdf: latex |
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41 | 41 | cd build/latex && make all-pdf |
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42 | 42 | |
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43 | 43 | all: html pdf |
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44 | 44 | |
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45 | 45 | # For final distribution, only build HTML (our pdf is now so large as to be |
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46 | 46 | # unusable, takes forever to build and just bloats the downloads). We leave |
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47 | 47 | # them hardlinked at the top-level so users find them easily, though the |
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48 | 48 | # original build/html dir is left in-place (useful to reload builds while |
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49 | 49 | # testing). |
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50 | 50 | dist: html |
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51 | 51 | rm -rf html |
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52 | 52 | cp -al build/html . |
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53 | 53 | @echo "Build finished. Final docs are in html/" |
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54 | 54 | |
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55 | 55 | html: api |
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56 | 56 | mkdir -p build/html build/doctrees |
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57 | 57 | $(SPHINXBUILD) -b html $(ALLSPHINXOPTS) build/html |
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58 | 58 | @echo |
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59 | 59 | @echo "Build finished. The HTML pages are in build/html." |
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60 | 60 | |
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61 | 61 | api: source/api/generated/gen.txt |
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62 | 62 | |
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63 | 63 | source/api/generated/gen.txt: |
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64 | 64 | python autogen_api.py |
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65 | 65 | @echo "Build API docs finished." |
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66 | 66 | |
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67 | 67 | pickle: |
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68 | 68 | mkdir -p build/pickle build/doctrees |
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69 | 69 | $(SPHINXBUILD) -b pickle $(ALLSPHINXOPTS) build/pickle |
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70 | 70 | @echo |
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71 | 71 | @echo "Build finished; now you can process the pickle files or run" |
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72 | 72 | @echo " sphinx-web build/pickle" |
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73 | 73 | @echo "to start the sphinx-web server." |
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74 | 74 | |
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75 | 75 | web: pickle |
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76 | 76 | |
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77 | 77 | htmlhelp: |
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78 | 78 | mkdir -p build/htmlhelp build/doctrees |
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79 | 79 | $(SPHINXBUILD) -b htmlhelp $(ALLSPHINXOPTS) build/htmlhelp |
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80 | 80 | @echo |
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81 | 81 | @echo "Build finished; now you can run HTML Help Workshop with the" \ |
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82 | 82 | ".hhp project file in build/htmlhelp." |
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83 | 83 | |
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84 | 84 | qthelp: |
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85 | 85 | mkdir -p build/qthelp |
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86 | 86 | $(SPHINXBUILD) -b qthelp $(ALLSPHINXOPTS) build/qthelp |
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87 | 87 | @echo |
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88 | 88 | @echo "Build finished; now you can run "qcollectiongenerator" with the" \ |
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89 | 89 | ".qhcp project file in $(BUILDDIR)/qthelp, like this:" |
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90 | 90 | @echo "# qcollectiongenerator $(BUILDDIR)/qthelp/IPython.qhcp" |
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91 | 91 | @echo "To view the help file:" |
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92 | 92 | @echo "# assistant -collectionFile $(BUILDDIR)/qthelp/IPython.qhc" |
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93 | 93 | |
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94 | 94 | latex: api |
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95 | 95 | mkdir -p build/latex build/doctrees |
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96 | 96 | $(SPHINXBUILD) -b latex $(ALLSPHINXOPTS) build/latex |
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97 | 97 | @echo |
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98 | 98 | @echo "Build finished; the LaTeX files are in build/latex." |
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99 | 99 | @echo "Run \`make all-pdf' or \`make all-ps' in that directory to" \ |
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100 | 100 | "run these through (pdf)latex." |
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101 | 101 | |
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102 | 102 | changes: |
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103 | 103 | mkdir -p build/changes build/doctrees |
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104 | 104 | $(SPHINXBUILD) -b changes $(ALLSPHINXOPTS) build/changes |
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105 | 105 | @echo |
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106 | 106 | @echo "The overview file is in build/changes." |
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107 | 107 | |
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108 | 108 | linkcheck: |
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109 | 109 | mkdir -p build/linkcheck build/doctrees |
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110 | 110 | $(SPHINXBUILD) -b linkcheck $(ALLSPHINXOPTS) build/linkcheck |
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111 | 111 | @echo |
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112 | 112 | @echo "Link check complete; look for any errors in the above output " \ |
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113 |
"or in build/linkcheck/output. |
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113 | "or in build/linkcheck/output.rst." | |
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114 | 114 | |
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115 | 115 | gitwash-update: |
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116 | 116 | python ../tools/gitwash_dumper.py source/development ipython |
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117 | cd source/development/gitwash && rename 's/.rst/.txt/' *.rst | |
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118 | 117 | |
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119 | 118 | nightly: dist |
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120 | 119 | rsync -avH --delete dist/ ipython:www/doc/nightly |
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121 | 120 | |
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122 | 121 | gh-pages: clean html |
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123 | 122 | python gh-pages.py |
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124 | 123 | |
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125 | 124 | texinfo: |
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126 | 125 | mkdir -p $(BUILDDIR)/texinfo |
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127 | 126 | $(SPHINXBUILD) -b texinfo $(ALLSPHINXOPTS) $(BUILDDIR)/texinfo |
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128 | 127 | @echo |
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129 | 128 | @echo "Build finished. The Texinfo files are in $(BUILDDIR)/texinfo." |
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130 | 129 | @echo "Run \`make' in that directory to run these through makeinfo" \ |
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131 | 130 | "(use \`make info' here to do that automatically)." |
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132 | 131 | |
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133 | 132 | info: |
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134 | 133 | mkdir -p $(BUILDDIR)/texinfo |
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135 | 134 | $(SPHINXBUILD) -b texinfo $(ALLSPHINXOPTS) $(BUILDDIR)/texinfo |
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136 | 135 | @echo "Running Texinfo files through makeinfo..." |
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137 | 136 | make -C $(BUILDDIR)/texinfo info |
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138 | 137 | @echo "makeinfo finished; the Info files are in $(BUILDDIR)/texinfo." |
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1 | NO CONTENT: file renamed from docs/README.txt to docs/README.rst |
@@ -1,66 +1,66 b'' | |||
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1 | 1 | #!/usr/bin/env python |
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2 | 2 | """Script to auto-generate our API docs. |
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3 | 3 | """ |
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4 | 4 | # stdlib imports |
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5 | 5 | import os |
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6 | 6 | import sys |
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7 | 7 | |
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8 | 8 | # local imports |
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9 | 9 | sys.path.append(os.path.abspath('sphinxext')) |
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10 | 10 | from apigen import ApiDocWriter |
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11 | 11 | |
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12 | 12 | #***************************************************************************** |
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13 | 13 | if __name__ == '__main__': |
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14 | 14 | pjoin = os.path.join |
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15 | 15 | package = 'IPython' |
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16 | 16 | outdir = pjoin('source','api','generated') |
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17 |
docwriter = ApiDocWriter(package,rst_extension='. |
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17 | docwriter = ApiDocWriter(package,rst_extension='.rst') | |
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18 | 18 | # You have to escape the . here because . is a special char for regexps. |
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19 | 19 | # You must do make clean if you change this! |
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20 | 20 | docwriter.package_skip_patterns += [r'\.fixes$', |
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21 | 21 | r'\.external$', |
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22 | 22 | r'\.extensions', |
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23 | 23 | r'\.kernel\.config', |
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24 | 24 | r'\.attic', |
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25 | 25 | r'\.quarantine', |
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26 | 26 | r'\.deathrow', |
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27 | 27 | r'\.config\.default', |
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28 | 28 | r'\.config\.profile', |
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29 | 29 | r'\.frontend', |
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30 | 30 | r'\.gui', |
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31 | 31 | r'\.kernel', |
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32 | 32 | # For now, the zmq code has |
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33 | 33 | # unconditional top-level code so it's |
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34 | 34 | # not import safe. This needs fixing |
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35 | 35 | r'\.zmq', |
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36 | 36 | ] |
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37 | 37 | |
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38 | 38 | docwriter.module_skip_patterns += [ r'\.core\.fakemodule', |
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39 | 39 | r'\.testing\.iptest', |
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40 | 40 | # Keeping these disabled is OK |
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41 | 41 | r'\.parallel\.controller\.mongodb', |
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42 | 42 | r'\.lib\.inputhookwx', |
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43 | 43 | r'\.lib\.inputhookgtk', |
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44 | 44 | r'\.cocoa', |
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45 | 45 | r'\.ipdoctest', |
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46 | 46 | r'\.Gnuplot', |
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47 | 47 | r'\.frontend\.process\.winprocess', |
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48 | 48 | r'\.frontend', |
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49 | 49 | r'\.Shell', |
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50 | 50 | ] |
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51 | 51 | |
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52 | 52 | # If we don't have pexpect, we can't load irunner, so skip any code that |
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53 | 53 | # depends on it |
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54 | 54 | try: |
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55 | 55 | import pexpect |
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56 | 56 | except ImportError: |
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57 | 57 | docwriter.module_skip_patterns += [r'\.lib\.irunner', |
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58 | 58 | r'\.testing\.mkdoctests'] |
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59 | 59 | # Now, generate the outputs |
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60 | 60 | docwriter.write_api_docs(outdir) |
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61 |
# Write index with . |
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61 | # Write index with .txt extension - we can include it, but Sphinx won't try | |
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62 | 62 | # to compile it |
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63 |
docwriter.write_index(outdir, 'gen. |
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63 | docwriter.write_index(outdir, 'gen.txt', | |
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64 | 64 | relative_to = pjoin('source','api') |
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65 | 65 | ) |
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66 | 66 | print ('%d files written' % len(docwriter.written_modules)) |
@@ -1,71 +1,71 b'' | |||
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1 | 1 | @ECHO OFF |
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2 | 2 | REM ~ Windows command line make file for Sphinx documentation |
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3 | 3 | |
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4 | 4 | SETLOCAL |
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5 | 5 | |
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6 | 6 | SET SPHINXOPTS= |
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7 | 7 | SET SPHINXBUILD=sphinx-build |
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8 | 8 | SET PAPER= |
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9 | 9 | SET SRCDIR=source |
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10 | 10 | |
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11 | 11 | IF "%PAPER%" == "" SET PAPER=a4 |
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12 | 12 | SET ALLSPHINXOPTS=-d build\doctrees -D latex_paper_size=%PAPER% %SPHINXOPTS% %SRCDIR% |
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13 | 13 | |
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14 | 14 | FOR %%X IN (%SPHINXBUILD%.exe) DO SET P=%%~$PATH:X |
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15 | 15 | |
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16 | 16 | FOR %%L IN (html pickle htmlhelp latex changes linkcheck) DO ( |
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17 | 17 | IF "%1" == "%%L" ( |
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18 | 18 | IF "%P%" == "" ( |
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19 | 19 | ECHO. |
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20 | 20 | ECHO Error: Sphinx is not available. Please make sure it is correctly installed. |
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21 | 21 | GOTO END |
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22 | 22 | ) |
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23 | 23 | MD build\doctrees 2>NUL |
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24 | 24 | MD build\%1 || GOTO DIR_EXIST |
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25 | 25 | %SPHINXBUILD% -b %1 %ALLSPHINXOPTS% build\%1 |
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26 | 26 | IF NOT ERRORLEVEL 0 GOTO ERROR |
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27 | 27 | ECHO. |
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28 | 28 | ECHO Build finished. Results are in build\%1. |
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29 | 29 | IF "%1" == "pickle" ( |
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30 | 30 | ECHO Now you can process the pickle files or run |
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31 | 31 | ECHO sphinx-web build\pickle to start the sphinx-web server. |
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32 | 32 | ) |
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33 | 33 | IF "%1" == "htmlhelp" ( |
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34 | 34 | ECHO Now you can run HTML Help Workshop with the |
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35 | 35 | ECHO .hhp project file in build/htmlhelp. |
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36 | 36 | ) |
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37 | 37 | IF "%1" == "linkcheck" ( |
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38 | 38 | ECHO Look for any errors in the above output |
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39 |
ECHO or in build\linkcheck\output. |
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39 | ECHO or in build\linkcheck\output.rst. | |
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40 | 40 | ) |
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41 | 41 | GOTO END |
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42 | 42 | ) |
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43 | 43 | ) |
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44 | 44 | |
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45 | 45 | IF "%1" == "clean" ( |
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46 | 46 | RD /s /q build dist %SRCDIR%\api\generated 2>NUL |
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47 | 47 | IF ERRORLEVEL 0 ECHO Build environment cleaned! |
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48 | 48 | GOTO END |
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49 | 49 | ) |
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50 | 50 | |
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51 | 51 | ECHO. |
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52 | 52 | ECHO Please use "make [target]" where [target] is one of: |
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53 | 53 | ECHO. |
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54 | 54 | ECHO html to make standalone HTML files |
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55 | 55 | ECHO pickle to make pickle files (usable by e.g. sphinx-web) |
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56 | 56 | ECHO htmlhelp to make HTML files and a HTML help project |
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57 | 57 | ECHO latex to make LaTeX files, you can set PAPER=a4 or PAPER=letter |
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58 | 58 | ECHO changes to make an overview over all changed/added/deprecated items |
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59 | 59 | ECHO linkcheck to check all external links for integrity |
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60 | 60 | GOTO END |
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61 | 61 | |
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62 | 62 | :DIR_EXIST |
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63 | 63 | ECHO. |
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64 | 64 | ECHO Info: Run "make clean" to clean build environment |
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65 | 65 | |
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66 | 66 | :ERROR |
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67 | 67 | ECHO. |
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68 | 68 | ECHO Error: Build process failed! |
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69 | 69 | |
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70 | 70 | :END |
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71 | 71 | ENDLOCAL No newline at end of file |
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1 | NO CONTENT: file renamed from docs/source/about/credits.txt to docs/source/about/credits.rst |
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1 | NO CONTENT: file renamed from docs/source/about/history.txt to docs/source/about/history.rst |
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1 | NO CONTENT: file renamed from docs/source/about/index.txt to docs/source/about/index.rst |
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1 | NO CONTENT: file renamed from docs/source/about/license_and_copyright.txt to docs/source/about/license_and_copyright.rst |
@@ -1,12 +1,12 b'' | |||
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1 | 1 | .. _api-index: |
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2 | 2 | |
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3 | 3 | ################### |
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4 | 4 | The IPython API |
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5 | 5 | ################### |
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6 | 6 | |
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7 | 7 | .. htmlonly:: |
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8 | 8 | |
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9 | 9 | :Release: |version| |
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10 | 10 | :Date: |today| |
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11 | 11 | |
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12 |
.. include:: generated/gen. |
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12 | .. include:: generated/gen.txt |
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1 | NO CONTENT: file renamed from docs/source/attic/parallel_task_old.txt to docs/source/attic/parallel_task_old.rst |
@@ -1,228 +1,228 b'' | |||
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1 | 1 | # -*- coding: utf-8 -*- |
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2 | 2 | # |
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3 | 3 | # IPython documentation build configuration file. |
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4 | 4 | |
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5 | 5 | # NOTE: This file has been edited manually from the auto-generated one from |
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6 | 6 | # sphinx. Do NOT delete and re-generate. If any changes from sphinx are |
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7 | 7 | # needed, generate a scratch one and merge by hand any new fields needed. |
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8 | 8 | |
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9 | 9 | # |
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10 | 10 | # This file is execfile()d with the current directory set to its containing dir. |
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11 | 11 | # |
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12 | 12 | # The contents of this file are pickled, so don't put values in the namespace |
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13 | 13 | # that aren't pickleable (module imports are okay, they're removed automatically). |
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14 | 14 | # |
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15 | 15 | # All configuration values have a default value; values that are commented out |
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16 | 16 | # serve to show the default value. |
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17 | 17 | |
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18 | 18 | import sys, os |
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19 | 19 | |
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20 | 20 | ON_RTD = os.environ.get('READTHEDOCS', None) == 'True' |
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21 | 21 | |
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22 | 22 | if ON_RTD: |
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23 | 23 | # Mock the presence of matplotlib, which we don't have on RTD |
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24 | 24 | # see |
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25 | 25 | # http://read-the-docs.readthedocs.org/en/latest/faq.html |
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26 | 26 | tags.add('rtd') |
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27 | 27 | |
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28 | 28 | # If your extensions are in another directory, add it here. If the directory |
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29 | 29 | # is relative to the documentation root, use os.path.abspath to make it |
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30 | 30 | # absolute, like shown here. |
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31 | 31 | sys.path.insert(0, os.path.abspath('../sphinxext')) |
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32 | 32 | |
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33 | 33 | # Import support for ipython console session syntax highlighting |
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34 | 34 | # (lives IPython's sphinxext subpackage) |
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35 | 35 | from IPython.sphinxext import ipython_console_highlighting |
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36 | 36 | |
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37 | 37 | # We load the ipython release info into a dict by explicit execution |
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38 | 38 | iprelease = {} |
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39 | 39 | execfile('../../IPython/core/release.py',iprelease) |
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40 | 40 | |
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41 | 41 | # General configuration |
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42 | 42 | # --------------------- |
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43 | 43 | |
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44 | 44 | # Add any Sphinx extension module names here, as strings. They can be extensions |
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45 | 45 | # coming with Sphinx (named 'sphinx.ext.*') or your custom ones. |
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46 | 46 | extensions = [ |
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47 | 47 | 'matplotlib.sphinxext.mathmpl', |
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48 | 48 | 'matplotlib.sphinxext.only_directives', |
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49 | 49 | 'matplotlib.sphinxext.plot_directive', |
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50 | 50 | 'sphinx.ext.autodoc', |
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51 | 51 | 'sphinx.ext.doctest', |
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52 | 52 | 'sphinx.ext.inheritance_diagram', |
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53 | 53 | 'IPython.sphinxext.ipython_console_highlighting', |
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54 | 54 | 'IPython.sphinxext.ipython_directive', |
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55 | 55 | 'numpydoc', # to preprocess docstrings |
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56 | 56 | 'github', # for easy GitHub links |
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57 | 57 | ] |
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58 | 58 | |
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59 | 59 | if ON_RTD: |
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60 | 60 | # Remove extensions not currently supported on RTD |
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61 | 61 | extensions.remove('matplotlib.sphinxext.only_directives') |
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62 | 62 | extensions.remove('matplotlib.sphinxext.mathmpl') |
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63 | 63 | extensions.remove('matplotlib.sphinxext.plot_directive') |
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64 | 64 | extensions.remove('IPython.sphinxext.ipython_directive') |
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65 | 65 | |
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66 | 66 | # Add any paths that contain templates here, relative to this directory. |
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67 | 67 | templates_path = ['_templates'] |
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68 | 68 | |
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69 | 69 | # The suffix of source filenames. |
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70 |
source_suffix = '. |
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|
70 | source_suffix = '.rst' | |
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71 | 71 | |
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72 | 72 | # The master toctree document. |
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73 | 73 | master_doc = 'index' |
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74 | 74 | |
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75 | 75 | # General substitutions. |
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76 | 76 | project = 'IPython' |
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77 | 77 | copyright = '2008, The IPython Development Team' |
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78 | 78 | |
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79 | 79 | # ghissue config |
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80 | 80 | github_project_url = "https://github.com/ipython/ipython" |
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81 | 81 | |
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82 | 82 | # The default replacements for |version| and |release|, also used in various |
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83 | 83 | # other places throughout the built documents. |
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84 | 84 | # |
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85 | 85 | # The full version, including alpha/beta/rc tags. |
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86 | 86 | release = iprelease['version'] |
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87 | 87 | # The short X.Y version. |
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88 | 88 | version = '.'.join(release.split('.',2)[:2]) |
|
89 | 89 | |
|
90 | 90 | |
|
91 | 91 | # There are two options for replacing |today|: either, you set today to some |
|
92 | 92 | # non-false value, then it is used: |
|
93 | 93 | #today = '' |
|
94 | 94 | # Else, today_fmt is used as the format for a strftime call. |
|
95 | 95 | today_fmt = '%B %d, %Y' |
|
96 | 96 | |
|
97 | 97 | # List of documents that shouldn't be included in the build. |
|
98 | 98 | #unused_docs = [] |
|
99 | 99 | |
|
100 | 100 | # List of directories, relative to source directories, that shouldn't be searched |
|
101 | 101 | # for source files. |
|
102 | 102 | exclude_dirs = ['attic'] |
|
103 | 103 | |
|
104 | 104 | # If true, '()' will be appended to :func: etc. cross-reference text. |
|
105 | 105 | #add_function_parentheses = True |
|
106 | 106 | |
|
107 | 107 | # If true, the current module name will be prepended to all description |
|
108 | 108 | # unit titles (such as .. function::). |
|
109 | 109 | #add_module_names = True |
|
110 | 110 | |
|
111 | 111 | # If true, sectionauthor and moduleauthor directives will be shown in the |
|
112 | 112 | # output. They are ignored by default. |
|
113 | 113 | #show_authors = False |
|
114 | 114 | |
|
115 | 115 | # The name of the Pygments (syntax highlighting) style to use. |
|
116 | 116 | pygments_style = 'sphinx' |
|
117 | 117 | |
|
118 | 118 | |
|
119 | 119 | # Options for HTML output |
|
120 | 120 | # ----------------------- |
|
121 | 121 | |
|
122 | 122 | # The style sheet to use for HTML and HTML Help pages. A file of that name |
|
123 | 123 | # must exist either in Sphinx' static/ path, or in one of the custom paths |
|
124 | 124 | # given in html_static_path. |
|
125 | 125 | html_style = 'default.css' |
|
126 | 126 | |
|
127 | 127 | # The name for this set of Sphinx documents. If None, it defaults to |
|
128 | 128 | # "<project> v<release> documentation". |
|
129 | 129 | #html_title = None |
|
130 | 130 | |
|
131 | 131 | # The name of an image file (within the static path) to place at the top of |
|
132 | 132 | # the sidebar. |
|
133 | 133 | #html_logo = None |
|
134 | 134 | |
|
135 | 135 | # Add any paths that contain custom static files (such as style sheets) here, |
|
136 | 136 | # relative to this directory. They are copied after the builtin static files, |
|
137 | 137 | # so a file named "default.css" will overwrite the builtin "default.css". |
|
138 | 138 | html_static_path = ['_static'] |
|
139 | 139 | |
|
140 | 140 | # If not '', a 'Last updated on:' timestamp is inserted at every page bottom, |
|
141 | 141 | # using the given strftime format. |
|
142 | 142 | html_last_updated_fmt = '%b %d, %Y' |
|
143 | 143 | |
|
144 | 144 | # If true, SmartyPants will be used to convert quotes and dashes to |
|
145 | 145 | # typographically correct entities. |
|
146 | 146 | #html_use_smartypants = True |
|
147 | 147 | |
|
148 | 148 | # Custom sidebar templates, maps document names to template names. |
|
149 | 149 | #html_sidebars = {} |
|
150 | 150 | |
|
151 | 151 | # Additional templates that should be rendered to pages, maps page names to |
|
152 | 152 | # template names. |
|
153 | 153 | #html_additional_pages = {} |
|
154 | 154 | |
|
155 | 155 | # If false, no module index is generated. |
|
156 | 156 | #html_use_modindex = True |
|
157 | 157 | |
|
158 | 158 | # If true, the reST sources are included in the HTML build as _sources/<name>. |
|
159 | 159 | #html_copy_source = True |
|
160 | 160 | |
|
161 | 161 | # If true, an OpenSearch description file will be output, and all pages will |
|
162 | 162 | # contain a <link> tag referring to it. The value of this option must be the |
|
163 | 163 | # base URL from which the finished HTML is served. |
|
164 | 164 | #html_use_opensearch = '' |
|
165 | 165 | |
|
166 | 166 | # If nonempty, this is the file name suffix for HTML files (e.g. ".xhtml"). |
|
167 | 167 | #html_file_suffix = '' |
|
168 | 168 | |
|
169 | 169 | # Output file base name for HTML help builder. |
|
170 | 170 | htmlhelp_basename = 'ipythondoc' |
|
171 | 171 | |
|
172 | 172 | |
|
173 | 173 | # Options for LaTeX output |
|
174 | 174 | # ------------------------ |
|
175 | 175 | |
|
176 | 176 | # The paper size ('letter' or 'a4'). |
|
177 | 177 | latex_paper_size = 'letter' |
|
178 | 178 | |
|
179 | 179 | # The font size ('10pt', '11pt' or '12pt'). |
|
180 | 180 | latex_font_size = '11pt' |
|
181 | 181 | |
|
182 | 182 | # Grouping the document tree into LaTeX files. List of tuples |
|
183 | 183 | # (source start file, target name, title, author, document class [howto/manual]). |
|
184 | 184 | |
|
185 | 185 | latex_documents = [ |
|
186 | 186 | ('index', 'ipython.tex', 'IPython Documentation', |
|
187 | 187 | ur"""The IPython Development Team""", 'manual', True), |
|
188 | 188 | ('parallel/winhpc_index', 'winhpc_whitepaper.tex', |
|
189 | 189 | 'Using IPython on Windows HPC Server 2008', |
|
190 | 190 | ur"Brian E. Granger", 'manual', True) |
|
191 | 191 | ] |
|
192 | 192 | |
|
193 | 193 | # The name of an image file (relative to this directory) to place at the top of |
|
194 | 194 | # the title page. |
|
195 | 195 | #latex_logo = None |
|
196 | 196 | |
|
197 | 197 | # For "manual" documents, if this is true, then toplevel headings are parts, |
|
198 | 198 | # not chapters. |
|
199 | 199 | #latex_use_parts = False |
|
200 | 200 | |
|
201 | 201 | # Additional stuff for the LaTeX preamble. |
|
202 | 202 | #latex_preamble = '' |
|
203 | 203 | |
|
204 | 204 | # Documents to append as an appendix to all manuals. |
|
205 | 205 | #latex_appendices = [] |
|
206 | 206 | |
|
207 | 207 | # If false, no module index is generated. |
|
208 | 208 | latex_use_modindex = True |
|
209 | 209 | |
|
210 | 210 | |
|
211 | 211 | # Options for texinfo output |
|
212 | 212 | # -------------------------- |
|
213 | 213 | |
|
214 | 214 | texinfo_documents = [ |
|
215 | 215 | (master_doc, 'ipython', 'IPython Documentation', |
|
216 | 216 | 'The IPython Development Team', |
|
217 | 217 | 'IPython', |
|
218 | 218 | 'IPython Documentation', |
|
219 | 219 | 'Programming', |
|
220 | 220 | 1), |
|
221 | 221 | ] |
|
222 | 222 | |
|
223 | 223 | |
|
224 | 224 | # Cleanup |
|
225 | 225 | # ------- |
|
226 | 226 | # delete release info to avoid pickling errors from sphinx |
|
227 | 227 | |
|
228 | 228 | del iprelease |
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@@ -1,26 +1,26 b'' | |||
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1 | 1 | .. _developer_guide: |
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2 | 2 | |
|
3 | 3 | ========================= |
|
4 | 4 | IPython developer's guide |
|
5 | 5 | ========================= |
|
6 | 6 | |
|
7 | 7 | This are two categories of developer focused documentation: |
|
8 | 8 | |
|
9 | 9 | 1. Documentation for developers of *IPython itself*. |
|
10 | 10 | 2. Documentation for developers of third party tools and libraries |
|
11 | 11 | that use IPython. |
|
12 | 12 | |
|
13 | 13 | This part of our documentation only contains information in the second category. |
|
14 | 14 | |
|
15 | 15 | Developers interested in working on IPython itself should consult |
|
16 | 16 | our `developer information <https://github.com/ipython/ipython/wiki/Dev:-Index>`_ |
|
17 | 17 | on the IPython GitHub wiki. |
|
18 | 18 | |
|
19 | 19 | .. toctree:: |
|
20 | 20 | :maxdepth: 1 |
|
21 | 21 | |
|
22 | 22 | |
|
23 |
gitwash/index |
|
|
24 |
messaging |
|
|
25 |
parallel_messages |
|
|
26 |
parallel_connections |
|
|
23 | gitwash/index | |
|
24 | messaging | |
|
25 | parallel_messages | |
|
26 | parallel_connections |
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1 | NO CONTENT: file renamed from docs/source/development/inputhook_app.txt to docs/source/development/inputhook_app.rst |
@@ -1,1061 +1,1061 b'' | |||
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1 | 1 | .. _messaging: |
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2 | 2 | |
|
3 | 3 | ====================== |
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4 | 4 | Messaging in IPython |
|
5 | 5 | ====================== |
|
6 | 6 | |
|
7 | 7 | |
|
8 | 8 | Introduction |
|
9 | 9 | ============ |
|
10 | 10 | |
|
11 | 11 | This document explains the basic communications design and messaging |
|
12 | 12 | specification for how the various IPython objects interact over a network |
|
13 | 13 | transport. The current implementation uses the ZeroMQ_ library for messaging |
|
14 | 14 | within and between hosts. |
|
15 | 15 | |
|
16 | 16 | .. Note:: |
|
17 | 17 | |
|
18 | 18 | This document should be considered the authoritative description of the |
|
19 | 19 | IPython messaging protocol, and all developers are strongly encouraged to |
|
20 | 20 | keep it updated as the implementation evolves, so that we have a single |
|
21 | 21 | common reference for all protocol details. |
|
22 | 22 | |
|
23 | 23 | The basic design is explained in the following diagram: |
|
24 | 24 | |
|
25 | 25 | .. image:: figs/frontend-kernel.png |
|
26 | 26 | :width: 450px |
|
27 | 27 | :alt: IPython kernel/frontend messaging architecture. |
|
28 | 28 | :align: center |
|
29 | 29 | :target: ../_images/frontend-kernel.png |
|
30 | 30 | |
|
31 | 31 | A single kernel can be simultaneously connected to one or more frontends. The |
|
32 | 32 | kernel has three sockets that serve the following functions: |
|
33 | 33 | |
|
34 | 34 | 1. stdin: this ROUTER socket is connected to all frontends, and it allows |
|
35 | 35 | the kernel to request input from the active frontend when :func:`raw_input` is called. |
|
36 | 36 | The frontend that executed the code has a DEALER socket that acts as a 'virtual keyboard' |
|
37 | 37 | for the kernel while this communication is happening (illustrated in the |
|
38 | 38 | figure by the black outline around the central keyboard). In practice, |
|
39 | 39 | frontends may display such kernel requests using a special input widget or |
|
40 | 40 | otherwise indicating that the user is to type input for the kernel instead |
|
41 | 41 | of normal commands in the frontend. |
|
42 | 42 | |
|
43 | 43 | 2. Shell: this single ROUTER socket allows multiple incoming connections from |
|
44 | 44 | frontends, and this is the socket where requests for code execution, object |
|
45 | 45 | information, prompts, etc. are made to the kernel by any frontend. The |
|
46 | 46 | communication on this socket is a sequence of request/reply actions from |
|
47 | 47 | each frontend and the kernel. |
|
48 | 48 | |
|
49 | 49 | 3. IOPub: this socket is the 'broadcast channel' where the kernel publishes all |
|
50 | 50 | side effects (stdout, stderr, etc.) as well as the requests coming from any |
|
51 | 51 | client over the shell socket and its own requests on the stdin socket. There |
|
52 | 52 | are a number of actions in Python which generate side effects: :func:`print` |
|
53 | 53 | writes to ``sys.stdout``, errors generate tracebacks, etc. Additionally, in |
|
54 | 54 | a multi-client scenario, we want all frontends to be able to know what each |
|
55 | 55 | other has sent to the kernel (this can be useful in collaborative scenarios, |
|
56 | 56 | for example). This socket allows both side effects and the information |
|
57 | 57 | about communications taking place with one client over the shell channel |
|
58 | 58 | to be made available to all clients in a uniform manner. |
|
59 | 59 | |
|
60 | 60 | All messages are tagged with enough information (details below) for clients |
|
61 | 61 | to know which messages come from their own interaction with the kernel and |
|
62 | 62 | which ones are from other clients, so they can display each type |
|
63 | 63 | appropriately. |
|
64 | 64 | |
|
65 | 65 | The actual format of the messages allowed on each of these channels is |
|
66 | 66 | specified below. Messages are dicts of dicts with string keys and values that |
|
67 | 67 | are reasonably representable in JSON. Our current implementation uses JSON |
|
68 | 68 | explicitly as its message format, but this shouldn't be considered a permanent |
|
69 | 69 | feature. As we've discovered that JSON has non-trivial performance issues due |
|
70 | 70 | to excessive copying, we may in the future move to a pure pickle-based raw |
|
71 | 71 | message format. However, it should be possible to easily convert from the raw |
|
72 | 72 | objects to JSON, since we may have non-python clients (e.g. a web frontend). |
|
73 | 73 | As long as it's easy to make a JSON version of the objects that is a faithful |
|
74 | 74 | representation of all the data, we can communicate with such clients. |
|
75 | 75 | |
|
76 | 76 | .. Note:: |
|
77 | 77 | |
|
78 | 78 | Not all of these have yet been fully fleshed out, but the key ones are, see |
|
79 | 79 | kernel and frontend files for actual implementation details. |
|
80 | 80 | |
|
81 | 81 | General Message Format |
|
82 | 82 | ====================== |
|
83 | 83 | |
|
84 | 84 | A message is defined by the following four-dictionary structure:: |
|
85 | 85 | |
|
86 | 86 | { |
|
87 | 87 | # The message header contains a pair of unique identifiers for the |
|
88 | 88 | # originating session and the actual message id, in addition to the |
|
89 | 89 | # username for the process that generated the message. This is useful in |
|
90 | 90 | # collaborative settings where multiple users may be interacting with the |
|
91 | 91 | # same kernel simultaneously, so that frontends can label the various |
|
92 | 92 | # messages in a meaningful way. |
|
93 | 93 | 'header' : { |
|
94 | 94 | 'msg_id' : uuid, |
|
95 | 95 | 'username' : str, |
|
96 | 96 | 'session' : uuid, |
|
97 | 97 | # All recognized message type strings are listed below. |
|
98 | 98 | 'msg_type' : str, |
|
99 | 99 | }, |
|
100 | 100 | |
|
101 | 101 | # In a chain of messages, the header from the parent is copied so that |
|
102 | 102 | # clients can track where messages come from. |
|
103 | 103 | 'parent_header' : dict, |
|
104 | 104 | |
|
105 | 105 | # Any metadata associated with the message. |
|
106 | 106 | 'metadata' : dict, |
|
107 | 107 | |
|
108 | 108 | # The actual content of the message must be a dict, whose structure |
|
109 | 109 | # depends on the message type. |
|
110 | 110 | 'content' : dict, |
|
111 | 111 | } |
|
112 | 112 | |
|
113 | 113 | The Wire Protocol |
|
114 | 114 | ================= |
|
115 | 115 | |
|
116 | 116 | |
|
117 | 117 | This message format exists at a high level, |
|
118 | 118 | but does not describe the actual *implementation* at the wire level in zeromq. |
|
119 | 119 | The canonical implementation of the message spec is our :class:`~IPython.kernel.zmq.session.Session` class. |
|
120 | 120 | |
|
121 | 121 | .. note:: |
|
122 | 122 | |
|
123 | 123 | This section should only be relevant to non-Python consumers of the protocol. |
|
124 | 124 | Python consumers should simply import and use IPython's own implementation of the wire protocol |
|
125 | 125 | in the :class:`IPython.kernel.zmq.session.Session` object. |
|
126 | 126 | |
|
127 | 127 | Every message is serialized to a sequence of at least six blobs of bytes: |
|
128 | 128 | |
|
129 | 129 | .. sourcecode:: python |
|
130 | 130 | |
|
131 | 131 | [ |
|
132 | 132 | b'u-u-i-d', # zmq identity(ies) |
|
133 | 133 | b'<IDS|MSG>', # delimiter |
|
134 | 134 | b'baddad42', # HMAC signature |
|
135 | 135 | b'{header}', # serialized header dict |
|
136 | 136 | b'{parent_header}', # serialized parent header dict |
|
137 | 137 | b'{metadata}', # serialized metadata dict |
|
138 | 138 | b'{content}, # serialized content dict |
|
139 | 139 | b'blob', # extra raw data buffer(s) |
|
140 | 140 | ... |
|
141 | 141 | ] |
|
142 | 142 | |
|
143 | 143 | The front of the message is the ZeroMQ routing prefix, |
|
144 | 144 | which can be zero or more socket identities. |
|
145 | 145 | This is every piece of the message prior to the delimiter key ``<IDS|MSG>``. |
|
146 | 146 | In the case of IOPub, there should be just one prefix component, |
|
147 | 147 | which is the topic for IOPub subscribers, e.g. ``pyout``, ``display_data``. |
|
148 | 148 | |
|
149 | 149 | .. note:: |
|
150 | 150 | |
|
151 | 151 | In most cases, the IOPub topics are irrelevant and completely ignored, |
|
152 | 152 | because frontends just subscribe to all topics. |
|
153 | 153 | The convention used in the IPython kernel is to use the msg_type as the topic, |
|
154 | 154 | and possibly extra information about the message, e.g. ``pyout`` or ``stream.stdout`` |
|
155 | 155 | |
|
156 | 156 | After the delimiter is the `HMAC`_ signature of the message, used for authentication. |
|
157 | 157 | If authentication is disabled, this should be an empty string. |
|
158 | 158 | By default, the hashing function used for computing these signatures is sha256. |
|
159 | 159 | |
|
160 | 160 | .. _HMAC: http://en.wikipedia.org/wiki/HMAC |
|
161 | 161 | |
|
162 | 162 | .. note:: |
|
163 | 163 | |
|
164 | 164 | To disable authentication and signature checking, |
|
165 | 165 | set the `key` field of a connection file to an empty string. |
|
166 | 166 | |
|
167 | 167 | The signature is the HMAC hex digest of the concatenation of: |
|
168 | 168 | |
|
169 | 169 | - A shared key (typically the ``key`` field of a connection file) |
|
170 | 170 | - The serialized header dict |
|
171 | 171 | - The serialized parent header dict |
|
172 | 172 | - The serialized metadata dict |
|
173 | 173 | - The serialized content dict |
|
174 | 174 | |
|
175 | 175 | In Python, this is implemented via: |
|
176 | 176 | |
|
177 | 177 | .. sourcecode:: python |
|
178 | 178 | |
|
179 | 179 | # once: |
|
180 | 180 | digester = HMAC(key, digestmod=hashlib.sha256) |
|
181 | 181 | |
|
182 | 182 | # for each message |
|
183 | 183 | d = digester.copy() |
|
184 | 184 | for serialized_dict in (header, parent, metadata, content): |
|
185 | 185 | d.update(serialized_dict) |
|
186 | 186 | signature = d.hexdigest() |
|
187 | 187 | |
|
188 | 188 | After the signature is the actual message, always in four frames of bytes. |
|
189 | 189 | The four dictionaries that compose a message are serialized separately, |
|
190 | 190 | in the order of header, parent header, metadata, and content. |
|
191 | 191 | These can be serialized by any function that turns a dict into bytes. |
|
192 | 192 | The default and most common serialization is JSON, but msgpack and pickle |
|
193 | 193 | are common alternatives. |
|
194 | 194 | |
|
195 | 195 | After the serialized dicts are zero to many raw data buffers, |
|
196 | 196 | which can be used by message types that support binary data (mainly apply and data_pub). |
|
197 | 197 | |
|
198 | 198 | |
|
199 | 199 | Python functional API |
|
200 | 200 | ===================== |
|
201 | 201 | |
|
202 | 202 | As messages are dicts, they map naturally to a ``func(**kw)`` call form. We |
|
203 | 203 | should develop, at a few key points, functional forms of all the requests that |
|
204 | 204 | take arguments in this manner and automatically construct the necessary dict |
|
205 | 205 | for sending. |
|
206 | 206 | |
|
207 | 207 | In addition, the Python implementation of the message specification extends |
|
208 | 208 | messages upon deserialization to the following form for convenience:: |
|
209 | 209 | |
|
210 | 210 | { |
|
211 | 211 | 'header' : dict, |
|
212 | 212 | # The msg's unique identifier and type are always stored in the header, |
|
213 | 213 | # but the Python implementation copies them to the top level. |
|
214 | 214 | 'msg_id' : uuid, |
|
215 | 215 | 'msg_type' : str, |
|
216 | 216 | 'parent_header' : dict, |
|
217 | 217 | 'content' : dict, |
|
218 | 218 | 'metadata' : dict, |
|
219 | 219 | } |
|
220 | 220 | |
|
221 | 221 | All messages sent to or received by any IPython process should have this |
|
222 | 222 | extended structure. |
|
223 | 223 | |
|
224 | 224 | |
|
225 | 225 | Messages on the shell ROUTER/DEALER sockets |
|
226 | 226 | =========================================== |
|
227 | 227 | |
|
228 | 228 | .. _execute: |
|
229 | 229 | |
|
230 | 230 | Execute |
|
231 | 231 | ------- |
|
232 | 232 | |
|
233 | 233 | This message type is used by frontends to ask the kernel to execute code on |
|
234 | 234 | behalf of the user, in a namespace reserved to the user's variables (and thus |
|
235 | 235 | separate from the kernel's own internal code and variables). |
|
236 | 236 | |
|
237 | 237 | Message type: ``execute_request``:: |
|
238 | 238 | |
|
239 | 239 | content = { |
|
240 | 240 | # Source code to be executed by the kernel, one or more lines. |
|
241 | 241 | 'code' : str, |
|
242 | 242 | |
|
243 | 243 | # A boolean flag which, if True, signals the kernel to execute |
|
244 | 244 | # this code as quietly as possible. This means that the kernel |
|
245 | 245 | # will compile the code with 'exec' instead of 'single' (so |
|
246 | 246 | # sys.displayhook will not fire), forces store_history to be False, |
|
247 | 247 | # and will *not*: |
|
248 | 248 | # - broadcast exceptions on the PUB socket |
|
249 | 249 | # - do any logging |
|
250 | 250 | # |
|
251 | 251 | # The default is False. |
|
252 | 252 | 'silent' : bool, |
|
253 | 253 | |
|
254 | 254 | # A boolean flag which, if True, signals the kernel to populate history |
|
255 | 255 | # The default is True if silent is False. If silent is True, store_history |
|
256 | 256 | # is forced to be False. |
|
257 | 257 | 'store_history' : bool, |
|
258 | 258 | |
|
259 | 259 | # A list of variable names from the user's namespace to be retrieved. |
|
260 | 260 | # What returns is a rich representation of each variable (dict keyed by name). |
|
261 | 261 | # See the display_data content for the structure of the representation data. |
|
262 | 262 | 'user_variables' : list, |
|
263 | 263 | |
|
264 | 264 | # Similarly, a dict mapping names to expressions to be evaluated in the |
|
265 | 265 | # user's dict. |
|
266 | 266 | 'user_expressions' : dict, |
|
267 | 267 | |
|
268 | 268 | # Some frontends (e.g. the Notebook) do not support stdin requests. If |
|
269 | 269 | # raw_input is called from code executed from such a frontend, a |
|
270 | 270 | # StdinNotImplementedError will be raised. |
|
271 | 271 | 'allow_stdin' : True, |
|
272 | 272 | |
|
273 | 273 | } |
|
274 | 274 | |
|
275 | 275 | The ``code`` field contains a single string (possibly multiline). The kernel |
|
276 | 276 | is responsible for splitting this into one or more independent execution blocks |
|
277 | 277 | and deciding whether to compile these in 'single' or 'exec' mode (see below for |
|
278 | 278 | detailed execution semantics). |
|
279 | 279 | |
|
280 | 280 | The ``user_`` fields deserve a detailed explanation. In the past, IPython had |
|
281 | 281 | the notion of a prompt string that allowed arbitrary code to be evaluated, and |
|
282 | 282 | this was put to good use by many in creating prompts that displayed system |
|
283 | 283 | status, path information, and even more esoteric uses like remote instrument |
|
284 | 284 | status acquired over the network. But now that IPython has a clean separation |
|
285 | 285 | between the kernel and the clients, the kernel has no prompt knowledge; prompts |
|
286 | 286 | are a frontend-side feature, and it should be even possible for different |
|
287 | 287 | frontends to display different prompts while interacting with the same kernel. |
|
288 | 288 | |
|
289 | 289 | The kernel now provides the ability to retrieve data from the user's namespace |
|
290 | 290 | after the execution of the main ``code``, thanks to two fields in the |
|
291 | 291 | ``execute_request`` message: |
|
292 | 292 | |
|
293 | 293 | - ``user_variables``: If only variables from the user's namespace are needed, a |
|
294 | 294 | list of variable names can be passed and a dict with these names as keys and |
|
295 | 295 | their :func:`repr()` as values will be returned. |
|
296 | 296 | |
|
297 | 297 | - ``user_expressions``: For more complex expressions that require function |
|
298 | 298 | evaluations, a dict can be provided with string keys and arbitrary python |
|
299 | 299 | expressions as values. The return message will contain also a dict with the |
|
300 | 300 | same keys and the :func:`repr()` of the evaluated expressions as value. |
|
301 | 301 | |
|
302 | 302 | With this information, frontends can display any status information they wish |
|
303 | 303 | in the form that best suits each frontend (a status line, a popup, inline for a |
|
304 | 304 | terminal, etc). |
|
305 | 305 | |
|
306 | 306 | .. Note:: |
|
307 | 307 | |
|
308 | 308 | In order to obtain the current execution counter for the purposes of |
|
309 | 309 | displaying input prompts, frontends simply make an execution request with an |
|
310 | 310 | empty code string and ``silent=True``. |
|
311 | 311 | |
|
312 | 312 | Execution semantics |
|
313 | 313 | ~~~~~~~~~~~~~~~~~~~ |
|
314 | 314 | |
|
315 | 315 | When the silent flag is false, the execution of use code consists of the |
|
316 | 316 | following phases (in silent mode, only the ``code`` field is executed): |
|
317 | 317 | |
|
318 | 318 | 1. Run the ``pre_runcode_hook``. |
|
319 | 319 | |
|
320 | 320 | 2. Execute the ``code`` field, see below for details. |
|
321 | 321 | |
|
322 | 322 | 3. If #2 succeeds, compute ``user_variables`` and ``user_expressions`` are |
|
323 | 323 | computed. This ensures that any error in the latter don't harm the main |
|
324 | 324 | code execution. |
|
325 | 325 | |
|
326 | 326 | 4. Call any method registered with :meth:`register_post_execute`. |
|
327 | 327 | |
|
328 | 328 | .. warning:: |
|
329 | 329 | |
|
330 | 330 | The API for running code before/after the main code block is likely to |
|
331 | 331 | change soon. Both the ``pre_runcode_hook`` and the |
|
332 | 332 | :meth:`register_post_execute` are susceptible to modification, as we find a |
|
333 | 333 | consistent model for both. |
|
334 | 334 | |
|
335 | 335 | To understand how the ``code`` field is executed, one must know that Python |
|
336 | 336 | code can be compiled in one of three modes (controlled by the ``mode`` argument |
|
337 | 337 | to the :func:`compile` builtin): |
|
338 | 338 | |
|
339 | 339 | *single* |
|
340 | 340 | Valid for a single interactive statement (though the source can contain |
|
341 | 341 | multiple lines, such as a for loop). When compiled in this mode, the |
|
342 | 342 | generated bytecode contains special instructions that trigger the calling of |
|
343 | 343 | :func:`sys.displayhook` for any expression in the block that returns a value. |
|
344 | 344 | This means that a single statement can actually produce multiple calls to |
|
345 | 345 | :func:`sys.displayhook`, if for example it contains a loop where each |
|
346 | 346 | iteration computes an unassigned expression would generate 10 calls:: |
|
347 | 347 | |
|
348 | 348 | for i in range(10): |
|
349 | 349 | i**2 |
|
350 | 350 | |
|
351 | 351 | *exec* |
|
352 | 352 | An arbitrary amount of source code, this is how modules are compiled. |
|
353 | 353 | :func:`sys.displayhook` is *never* implicitly called. |
|
354 | 354 | |
|
355 | 355 | *eval* |
|
356 | 356 | A single expression that returns a value. :func:`sys.displayhook` is *never* |
|
357 | 357 | implicitly called. |
|
358 | 358 | |
|
359 | 359 | |
|
360 | 360 | The ``code`` field is split into individual blocks each of which is valid for |
|
361 | 361 | execution in 'single' mode, and then: |
|
362 | 362 | |
|
363 | 363 | - If there is only a single block: it is executed in 'single' mode. |
|
364 | 364 | |
|
365 | 365 | - If there is more than one block: |
|
366 | 366 | |
|
367 | 367 | * if the last one is a single line long, run all but the last in 'exec' mode |
|
368 | 368 | and the very last one in 'single' mode. This makes it easy to type simple |
|
369 | 369 | expressions at the end to see computed values. |
|
370 | 370 | |
|
371 | 371 | * if the last one is no more than two lines long, run all but the last in |
|
372 | 372 | 'exec' mode and the very last one in 'single' mode. This makes it easy to |
|
373 | 373 | type simple expressions at the end to see computed values. - otherwise |
|
374 | 374 | (last one is also multiline), run all in 'exec' mode |
|
375 | 375 | |
|
376 | 376 | * otherwise (last one is also multiline), run all in 'exec' mode as a single |
|
377 | 377 | unit. |
|
378 | 378 | |
|
379 | 379 | Any error in retrieving the ``user_variables`` or evaluating the |
|
380 | 380 | ``user_expressions`` will result in a simple error message in the return fields |
|
381 | 381 | of the form:: |
|
382 | 382 | |
|
383 | 383 | [ERROR] ExceptionType: Exception message |
|
384 | 384 | |
|
385 | 385 | The user can simply send the same variable name or expression for evaluation to |
|
386 | 386 | see a regular traceback. |
|
387 | 387 | |
|
388 | 388 | Errors in any registered post_execute functions are also reported similarly, |
|
389 | 389 | and the failing function is removed from the post_execution set so that it does |
|
390 | 390 | not continue triggering failures. |
|
391 | 391 | |
|
392 | 392 | Upon completion of the execution request, the kernel *always* sends a reply, |
|
393 | 393 | with a status code indicating what happened and additional data depending on |
|
394 | 394 | the outcome. See :ref:`below <execution_results>` for the possible return |
|
395 | 395 | codes and associated data. |
|
396 | 396 | |
|
397 | 397 | |
|
398 | 398 | Execution counter (old prompt number) |
|
399 | 399 | ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ |
|
400 | 400 | |
|
401 | 401 | The kernel has a single, monotonically increasing counter of all execution |
|
402 | 402 | requests that are made with ``store_history=True``. This counter is used to populate |
|
403 | 403 | the ``In[n]``, ``Out[n]`` and ``_n`` variables, so clients will likely want to |
|
404 | 404 | display it in some form to the user, which will typically (but not necessarily) |
|
405 | 405 | be done in the prompts. The value of this counter will be returned as the |
|
406 | 406 | ``execution_count`` field of all ``execute_reply`` messages. |
|
407 | 407 | |
|
408 | 408 | .. _execution_results: |
|
409 | 409 | |
|
410 | 410 | Execution results |
|
411 | 411 | ~~~~~~~~~~~~~~~~~ |
|
412 | 412 | |
|
413 | 413 | Message type: ``execute_reply``:: |
|
414 | 414 | |
|
415 | 415 | content = { |
|
416 | 416 | # One of: 'ok' OR 'error' OR 'abort' |
|
417 | 417 | 'status' : str, |
|
418 | 418 | |
|
419 | 419 | # The global kernel counter that increases by one with each request that |
|
420 | 420 | # stores history. This will typically be used by clients to display |
|
421 | 421 | # prompt numbers to the user. If the request did not store history, this will |
|
422 | 422 | # be the current value of the counter in the kernel. |
|
423 | 423 | 'execution_count' : int, |
|
424 | 424 | } |
|
425 | 425 | |
|
426 | 426 | When status is 'ok', the following extra fields are present:: |
|
427 | 427 | |
|
428 | 428 | { |
|
429 | 429 | # 'payload' will be a list of payload dicts. |
|
430 | 430 | # Each execution payload is a dict with string keys that may have been |
|
431 | 431 | # produced by the code being executed. It is retrieved by the kernel at |
|
432 | 432 | # the end of the execution and sent back to the front end, which can take |
|
433 | 433 | # action on it as needed. See main text for further details. |
|
434 | 434 | 'payload' : list(dict), |
|
435 | 435 | |
|
436 | 436 | # Results for the user_variables and user_expressions. |
|
437 | 437 | 'user_variables' : dict, |
|
438 | 438 | 'user_expressions' : dict, |
|
439 | 439 | } |
|
440 | 440 | |
|
441 | 441 | .. admonition:: Execution payloads |
|
442 | 442 | |
|
443 | 443 | The notion of an 'execution payload' is different from a return value of a |
|
444 | 444 | given set of code, which normally is just displayed on the pyout stream |
|
445 | 445 | through the PUB socket. The idea of a payload is to allow special types of |
|
446 | 446 | code, typically magics, to populate a data container in the IPython kernel |
|
447 | 447 | that will be shipped back to the caller via this channel. The kernel |
|
448 | 448 | has an API for this in the PayloadManager:: |
|
449 | 449 | |
|
450 | 450 | ip.payload_manager.write_payload(payload_dict) |
|
451 | 451 | |
|
452 | 452 | which appends a dictionary to the list of payloads. |
|
453 | 453 | |
|
454 | 454 | |
|
455 | 455 | When status is 'error', the following extra fields are present:: |
|
456 | 456 | |
|
457 | 457 | { |
|
458 | 458 | 'ename' : str, # Exception name, as a string |
|
459 | 459 | 'evalue' : str, # Exception value, as a string |
|
460 | 460 | |
|
461 | 461 | # The traceback will contain a list of frames, represented each as a |
|
462 | 462 | # string. For now we'll stick to the existing design of ultraTB, which |
|
463 | 463 | # controls exception level of detail statefully. But eventually we'll |
|
464 | 464 | # want to grow into a model where more information is collected and |
|
465 | 465 | # packed into the traceback object, with clients deciding how little or |
|
466 | 466 | # how much of it to unpack. But for now, let's start with a simple list |
|
467 | 467 | # of strings, since that requires only minimal changes to ultratb as |
|
468 | 468 | # written. |
|
469 | 469 | 'traceback' : list, |
|
470 | 470 | } |
|
471 | 471 | |
|
472 | 472 | |
|
473 | 473 | When status is 'abort', there are for now no additional data fields. This |
|
474 | 474 | happens when the kernel was interrupted by a signal. |
|
475 | 475 | |
|
476 | 476 | |
|
477 | 477 | Object information |
|
478 | 478 | ------------------ |
|
479 | 479 | |
|
480 | 480 | One of IPython's most used capabilities is the introspection of Python objects |
|
481 | 481 | in the user's namespace, typically invoked via the ``?`` and ``??`` characters |
|
482 | 482 | (which in reality are shorthands for the ``%pinfo`` magic). This is used often |
|
483 | 483 | enough that it warrants an explicit message type, especially because frontends |
|
484 | 484 | may want to get object information in response to user keystrokes (like Tab or |
|
485 | 485 | F1) besides from the user explicitly typing code like ``x??``. |
|
486 | 486 | |
|
487 | 487 | Message type: ``object_info_request``:: |
|
488 | 488 | |
|
489 | 489 | content = { |
|
490 | 490 | # The (possibly dotted) name of the object to be searched in all |
|
491 | 491 | # relevant namespaces |
|
492 | 492 | 'oname' : str, |
|
493 | 493 | |
|
494 | 494 | # The level of detail desired. The default (0) is equivalent to typing |
|
495 | 495 | # 'x?' at the prompt, 1 is equivalent to 'x??'. |
|
496 | 496 | 'detail_level' : int, |
|
497 | 497 | } |
|
498 | 498 | |
|
499 | 499 | The returned information will be a dictionary with keys very similar to the |
|
500 | 500 | field names that IPython prints at the terminal. |
|
501 | 501 | |
|
502 | 502 | Message type: ``object_info_reply``:: |
|
503 | 503 | |
|
504 | 504 | content = { |
|
505 | 505 | # The name the object was requested under |
|
506 | 506 | 'name' : str, |
|
507 | 507 | |
|
508 | 508 | # Boolean flag indicating whether the named object was found or not. If |
|
509 | 509 | # it's false, all other fields will be empty. |
|
510 | 510 | 'found' : bool, |
|
511 | 511 | |
|
512 | 512 | # Flags for magics and system aliases |
|
513 | 513 | 'ismagic' : bool, |
|
514 | 514 | 'isalias' : bool, |
|
515 | 515 | |
|
516 | 516 | # The name of the namespace where the object was found ('builtin', |
|
517 | 517 | # 'magics', 'alias', 'interactive', etc.) |
|
518 | 518 | 'namespace' : str, |
|
519 | 519 | |
|
520 | 520 | # The type name will be type.__name__ for normal Python objects, but it |
|
521 | 521 | # can also be a string like 'Magic function' or 'System alias' |
|
522 | 522 | 'type_name' : str, |
|
523 | 523 | |
|
524 | 524 | # The string form of the object, possibly truncated for length if |
|
525 | 525 | # detail_level is 0 |
|
526 | 526 | 'string_form' : str, |
|
527 | 527 | |
|
528 | 528 | # For objects with a __class__ attribute this will be set |
|
529 | 529 | 'base_class' : str, |
|
530 | 530 | |
|
531 | 531 | # For objects with a __len__ attribute this will be set |
|
532 | 532 | 'length' : int, |
|
533 | 533 | |
|
534 | 534 | # If the object is a function, class or method whose file we can find, |
|
535 | 535 | # we give its full path |
|
536 | 536 | 'file' : str, |
|
537 | 537 | |
|
538 | 538 | # For pure Python callable objects, we can reconstruct the object |
|
539 | 539 | # definition line which provides its call signature. For convenience this |
|
540 | 540 | # is returned as a single 'definition' field, but below the raw parts that |
|
541 | 541 | # compose it are also returned as the argspec field. |
|
542 | 542 | 'definition' : str, |
|
543 | 543 | |
|
544 | 544 | # The individual parts that together form the definition string. Clients |
|
545 | 545 | # with rich display capabilities may use this to provide a richer and more |
|
546 | 546 | # precise representation of the definition line (e.g. by highlighting |
|
547 | 547 | # arguments based on the user's cursor position). For non-callable |
|
548 | 548 | # objects, this field is empty. |
|
549 | 549 | 'argspec' : { # The names of all the arguments |
|
550 | 550 | args : list, |
|
551 | 551 | # The name of the varargs (*args), if any |
|
552 | 552 | varargs : str, |
|
553 | 553 | # The name of the varkw (**kw), if any |
|
554 | 554 | varkw : str, |
|
555 | 555 | # The values (as strings) of all default arguments. Note |
|
556 | 556 | # that these must be matched *in reverse* with the 'args' |
|
557 | 557 | # list above, since the first positional args have no default |
|
558 | 558 | # value at all. |
|
559 | 559 | defaults : list, |
|
560 | 560 | }, |
|
561 | 561 | |
|
562 | 562 | # For instances, provide the constructor signature (the definition of |
|
563 | 563 | # the __init__ method): |
|
564 | 564 | 'init_definition' : str, |
|
565 | 565 | |
|
566 | 566 | # Docstrings: for any object (function, method, module, package) with a |
|
567 | 567 | # docstring, we show it. But in addition, we may provide additional |
|
568 | 568 | # docstrings. For example, for instances we will show the constructor |
|
569 | 569 | # and class docstrings as well, if available. |
|
570 | 570 | 'docstring' : str, |
|
571 | 571 | |
|
572 | 572 | # For instances, provide the constructor and class docstrings |
|
573 | 573 | 'init_docstring' : str, |
|
574 | 574 | 'class_docstring' : str, |
|
575 | 575 | |
|
576 | 576 | # If it's a callable object whose call method has a separate docstring and |
|
577 | 577 | # definition line: |
|
578 | 578 | 'call_def' : str, |
|
579 | 579 | 'call_docstring' : str, |
|
580 | 580 | |
|
581 | 581 | # If detail_level was 1, we also try to find the source code that |
|
582 | 582 | # defines the object, if possible. The string 'None' will indicate |
|
583 | 583 | # that no source was found. |
|
584 | 584 | 'source' : str, |
|
585 | 585 | } |
|
586 | 586 | |
|
587 | 587 | |
|
588 | 588 | Complete |
|
589 | 589 | -------- |
|
590 | 590 | |
|
591 | 591 | Message type: ``complete_request``:: |
|
592 | 592 | |
|
593 | 593 | content = { |
|
594 | 594 | # The text to be completed, such as 'a.is' |
|
595 | 595 | # this may be an empty string if the frontend does not do any lexing, |
|
596 | 596 | # in which case the kernel must figure out the completion |
|
597 | 597 | # based on 'line' and 'cursor_pos'. |
|
598 | 598 | 'text' : str, |
|
599 | 599 | |
|
600 | 600 | # The full line, such as 'print a.is'. This allows completers to |
|
601 | 601 | # make decisions that may require information about more than just the |
|
602 | 602 | # current word. |
|
603 | 603 | 'line' : str, |
|
604 | 604 | |
|
605 | 605 | # The entire block of text where the line is. This may be useful in the |
|
606 | 606 | # case of multiline completions where more context may be needed. Note: if |
|
607 | 607 | # in practice this field proves unnecessary, remove it to lighten the |
|
608 | 608 | # messages. |
|
609 | 609 | |
|
610 | 610 | 'block' : str or null/None, |
|
611 | 611 | |
|
612 | 612 | # The position of the cursor where the user hit 'TAB' on the line. |
|
613 | 613 | 'cursor_pos' : int, |
|
614 | 614 | } |
|
615 | 615 | |
|
616 | 616 | Message type: ``complete_reply``:: |
|
617 | 617 | |
|
618 | 618 | content = { |
|
619 | 619 | # The list of all matches to the completion request, such as |
|
620 | 620 | # ['a.isalnum', 'a.isalpha'] for the above example. |
|
621 | 621 | 'matches' : list, |
|
622 | 622 | |
|
623 | 623 | # the substring of the matched text |
|
624 | 624 | # this is typically the common prefix of the matches, |
|
625 | 625 | # and the text that is already in the block that would be replaced by the full completion. |
|
626 | 626 | # This would be 'a.is' in the above example. |
|
627 | 627 | 'text' : str, |
|
628 | 628 | |
|
629 | 629 | # status should be 'ok' unless an exception was raised during the request, |
|
630 | 630 | # in which case it should be 'error', along with the usual error message content |
|
631 | 631 | # in other messages. |
|
632 | 632 | 'status' : 'ok' |
|
633 | 633 | } |
|
634 | 634 | |
|
635 | 635 | |
|
636 | 636 | History |
|
637 | 637 | ------- |
|
638 | 638 | |
|
639 | 639 | For clients to explicitly request history from a kernel. The kernel has all |
|
640 | 640 | the actual execution history stored in a single location, so clients can |
|
641 | 641 | request it from the kernel when needed. |
|
642 | 642 | |
|
643 | 643 | Message type: ``history_request``:: |
|
644 | 644 | |
|
645 | 645 | content = { |
|
646 | 646 | |
|
647 | 647 | # If True, also return output history in the resulting dict. |
|
648 | 648 | 'output' : bool, |
|
649 | 649 | |
|
650 | 650 | # If True, return the raw input history, else the transformed input. |
|
651 | 651 | 'raw' : bool, |
|
652 | 652 | |
|
653 | 653 | # So far, this can be 'range', 'tail' or 'search'. |
|
654 | 654 | 'hist_access_type' : str, |
|
655 | 655 | |
|
656 | 656 | # If hist_access_type is 'range', get a range of input cells. session can |
|
657 | 657 | # be a positive session number, or a negative number to count back from |
|
658 | 658 | # the current session. |
|
659 | 659 | 'session' : int, |
|
660 | 660 | # start and stop are line numbers within that session. |
|
661 | 661 | 'start' : int, |
|
662 | 662 | 'stop' : int, |
|
663 | 663 | |
|
664 | 664 | # If hist_access_type is 'tail' or 'search', get the last n cells. |
|
665 | 665 | 'n' : int, |
|
666 | 666 | |
|
667 | 667 | # If hist_access_type is 'search', get cells matching the specified glob |
|
668 | 668 | # pattern (with * and ? as wildcards). |
|
669 | 669 | 'pattern' : str, |
|
670 | 670 | |
|
671 | 671 | # If hist_access_type is 'search' and unique is true, do not |
|
672 | 672 | # include duplicated history. Default is false. |
|
673 | 673 | 'unique' : bool, |
|
674 | 674 | |
|
675 | 675 | } |
|
676 | 676 | |
|
677 | 677 | .. versionadded:: 4.0 |
|
678 | 678 | The key ``unique`` for ``history_request``. |
|
679 | 679 | |
|
680 | 680 | Message type: ``history_reply``:: |
|
681 | 681 | |
|
682 | 682 | content = { |
|
683 | 683 | # A list of 3 tuples, either: |
|
684 | 684 | # (session, line_number, input) or |
|
685 | 685 | # (session, line_number, (input, output)), |
|
686 | 686 | # depending on whether output was False or True, respectively. |
|
687 | 687 | 'history' : list, |
|
688 | 688 | } |
|
689 | 689 | |
|
690 | 690 | |
|
691 | 691 | Connect |
|
692 | 692 | ------- |
|
693 | 693 | |
|
694 | 694 | When a client connects to the request/reply socket of the kernel, it can issue |
|
695 | 695 | a connect request to get basic information about the kernel, such as the ports |
|
696 | 696 | the other ZeroMQ sockets are listening on. This allows clients to only have |
|
697 | 697 | to know about a single port (the shell channel) to connect to a kernel. |
|
698 | 698 | |
|
699 | 699 | Message type: ``connect_request``:: |
|
700 | 700 | |
|
701 | 701 | content = { |
|
702 | 702 | } |
|
703 | 703 | |
|
704 | 704 | Message type: ``connect_reply``:: |
|
705 | 705 | |
|
706 | 706 | content = { |
|
707 | 707 | 'shell_port' : int, # The port the shell ROUTER socket is listening on. |
|
708 | 708 | 'iopub_port' : int, # The port the PUB socket is listening on. |
|
709 | 709 | 'stdin_port' : int, # The port the stdin ROUTER socket is listening on. |
|
710 | 710 | 'hb_port' : int, # The port the heartbeat socket is listening on. |
|
711 | 711 | } |
|
712 | 712 | |
|
713 | 713 | |
|
714 | 714 | Kernel info |
|
715 | 715 | ----------- |
|
716 | 716 | |
|
717 | 717 | If a client needs to know information about the kernel, it can |
|
718 | 718 | make a request of the kernel's information. |
|
719 | 719 | This message can be used to fetch core information of the |
|
720 | 720 | kernel, including language (e.g., Python), language version number and |
|
721 | 721 | IPython version number, and the IPython message spec version number. |
|
722 | 722 | |
|
723 | 723 | Message type: ``kernel_info_request``:: |
|
724 | 724 | |
|
725 | 725 | content = { |
|
726 | 726 | } |
|
727 | 727 | |
|
728 | 728 | Message type: ``kernel_info_reply``:: |
|
729 | 729 | |
|
730 | 730 | content = { |
|
731 | 731 | # Version of messaging protocol (mandatory). |
|
732 | 732 | # The first integer indicates major version. It is incremented when |
|
733 | 733 | # there is any backward incompatible change. |
|
734 | 734 | # The second integer indicates minor version. It is incremented when |
|
735 | 735 | # there is any backward compatible change. |
|
736 | 736 | 'protocol_version': [int, int], |
|
737 | 737 | |
|
738 | 738 | # IPython version number (optional). |
|
739 | 739 | # Non-python kernel backend may not have this version number. |
|
740 | 740 | # The last component is an extra field, which may be 'dev' or |
|
741 | 741 | # 'rc1' in development version. It is an empty string for |
|
742 | 742 | # released version. |
|
743 | 743 | 'ipython_version': [int, int, int, str], |
|
744 | 744 | |
|
745 | 745 | # Language version number (mandatory). |
|
746 | 746 | # It is Python version number (e.g., [2, 7, 3]) for the kernel |
|
747 | 747 | # included in IPython. |
|
748 | 748 | 'language_version': [int, ...], |
|
749 | 749 | |
|
750 | 750 | # Programming language in which kernel is implemented (mandatory). |
|
751 | 751 | # Kernel included in IPython returns 'python'. |
|
752 | 752 | 'language': str, |
|
753 | 753 | } |
|
754 | 754 | |
|
755 | 755 | |
|
756 | 756 | Kernel shutdown |
|
757 | 757 | --------------- |
|
758 | 758 | |
|
759 | 759 | The clients can request the kernel to shut itself down; this is used in |
|
760 | 760 | multiple cases: |
|
761 | 761 | |
|
762 | 762 | - when the user chooses to close the client application via a menu or window |
|
763 | 763 | control. |
|
764 | 764 | - when the user types 'exit' or 'quit' (or their uppercase magic equivalents). |
|
765 | 765 | - when the user chooses a GUI method (like the 'Ctrl-C' shortcut in the |
|
766 | 766 | IPythonQt client) to force a kernel restart to get a clean kernel without |
|
767 | 767 | losing client-side state like history or inlined figures. |
|
768 | 768 | |
|
769 | 769 | The client sends a shutdown request to the kernel, and once it receives the |
|
770 | 770 | reply message (which is otherwise empty), it can assume that the kernel has |
|
771 | 771 | completed shutdown safely. |
|
772 | 772 | |
|
773 | 773 | Upon their own shutdown, client applications will typically execute a last |
|
774 | 774 | minute sanity check and forcefully terminate any kernel that is still alive, to |
|
775 | 775 | avoid leaving stray processes in the user's machine. |
|
776 | 776 | |
|
777 | 777 | Message type: ``shutdown_request``:: |
|
778 | 778 | |
|
779 | 779 | content = { |
|
780 | 780 | 'restart' : bool # whether the shutdown is final, or precedes a restart |
|
781 | 781 | } |
|
782 | 782 | |
|
783 | 783 | Message type: ``shutdown_reply``:: |
|
784 | 784 | |
|
785 | 785 | content = { |
|
786 | 786 | 'restart' : bool # whether the shutdown is final, or precedes a restart |
|
787 | 787 | } |
|
788 | 788 | |
|
789 | 789 | .. Note:: |
|
790 | 790 | |
|
791 | 791 | When the clients detect a dead kernel thanks to inactivity on the heartbeat |
|
792 | 792 | socket, they simply send a forceful process termination signal, since a dead |
|
793 | 793 | process is unlikely to respond in any useful way to messages. |
|
794 | 794 | |
|
795 | 795 | |
|
796 | 796 | Messages on the PUB/SUB socket |
|
797 | 797 | ============================== |
|
798 | 798 | |
|
799 | 799 | Streams (stdout, stderr, etc) |
|
800 | 800 | ------------------------------ |
|
801 | 801 | |
|
802 | 802 | Message type: ``stream``:: |
|
803 | 803 | |
|
804 | 804 | content = { |
|
805 | 805 | # The name of the stream is one of 'stdout', 'stderr' |
|
806 | 806 | 'name' : str, |
|
807 | 807 | |
|
808 | 808 | # The data is an arbitrary string to be written to that stream |
|
809 | 809 | 'data' : str, |
|
810 | 810 | } |
|
811 | 811 | |
|
812 | 812 | Display Data |
|
813 | 813 | ------------ |
|
814 | 814 | |
|
815 | 815 | This type of message is used to bring back data that should be diplayed (text, |
|
816 | 816 | html, svg, etc.) in the frontends. This data is published to all frontends. |
|
817 | 817 | Each message can have multiple representations of the data; it is up to the |
|
818 | 818 | frontend to decide which to use and how. A single message should contain all |
|
819 | 819 | possible representations of the same information. Each representation should |
|
820 | 820 | be a JSON'able data structure, and should be a valid MIME type. |
|
821 | 821 | |
|
822 | 822 | Some questions remain about this design: |
|
823 | 823 | |
|
824 | 824 | * Do we use this message type for pyout/displayhook? Probably not, because |
|
825 | 825 | the displayhook also has to handle the Out prompt display. On the other hand |
|
826 | 826 | we could put that information into the metadata secion. |
|
827 | 827 | |
|
828 | 828 | Message type: ``display_data``:: |
|
829 | 829 | |
|
830 | 830 | content = { |
|
831 | 831 | |
|
832 | 832 | # Who create the data |
|
833 | 833 | 'source' : str, |
|
834 | 834 | |
|
835 | 835 | # The data dict contains key/value pairs, where the kids are MIME |
|
836 | 836 | # types and the values are the raw data of the representation in that |
|
837 | 837 | # format. |
|
838 | 838 | 'data' : dict, |
|
839 | 839 | |
|
840 | 840 | # Any metadata that describes the data |
|
841 | 841 | 'metadata' : dict |
|
842 | 842 | } |
|
843 | 843 | |
|
844 | 844 | |
|
845 | 845 | The ``metadata`` contains any metadata that describes the output. |
|
846 | 846 | Global keys are assumed to apply to the output as a whole. |
|
847 | 847 | The ``metadata`` dict can also contain mime-type keys, which will be sub-dictionaries, |
|
848 | 848 | which are interpreted as applying only to output of that type. |
|
849 | 849 | Third parties should put any data they write into a single dict |
|
850 | 850 | with a reasonably unique name to avoid conflicts. |
|
851 | 851 | |
|
852 | 852 | The only metadata keys currently defined in IPython are the width and height |
|
853 | 853 | of images:: |
|
854 | 854 | |
|
855 | 855 | 'metadata' : { |
|
856 | 856 | 'image/png' : { |
|
857 | 857 | 'width': 640, |
|
858 | 858 | 'height': 480 |
|
859 | 859 | } |
|
860 | 860 | } |
|
861 | 861 | |
|
862 | 862 | |
|
863 | 863 | Raw Data Publication |
|
864 | 864 | -------------------- |
|
865 | 865 | |
|
866 | 866 | ``display_data`` lets you publish *representations* of data, such as images and html. |
|
867 | 867 | This ``data_pub`` message lets you publish *actual raw data*, sent via message buffers. |
|
868 | 868 | |
|
869 | 869 | data_pub messages are constructed via the :func:`IPython.lib.datapub.publish_data` function: |
|
870 | 870 | |
|
871 | 871 | .. sourcecode:: python |
|
872 | 872 | |
|
873 | 873 | from IPython.kernel.zmq.datapub import publish_data |
|
874 | 874 | ns = dict(x=my_array) |
|
875 | 875 | publish_data(ns) |
|
876 | 876 | |
|
877 | 877 | |
|
878 | 878 | Message type: ``data_pub``:: |
|
879 | 879 | |
|
880 | 880 | content = { |
|
881 | 881 | # the keys of the data dict, after it has been unserialized |
|
882 | 882 | keys = ['a', 'b'] |
|
883 | 883 | } |
|
884 | 884 | # the namespace dict will be serialized in the message buffers, |
|
885 | 885 | # which will have a length of at least one |
|
886 | 886 | buffers = ['pdict', ...] |
|
887 | 887 | |
|
888 | 888 | |
|
889 | 889 | The interpretation of a sequence of data_pub messages for a given parent request should be |
|
890 | 890 | to update a single namespace with subsequent results. |
|
891 | 891 | |
|
892 | 892 | .. note:: |
|
893 | 893 | |
|
894 | 894 | No frontends directly handle data_pub messages at this time. |
|
895 | 895 | It is currently only used by the client/engines in :mod:`IPython.parallel`, |
|
896 | 896 | where engines may publish *data* to the Client, |
|
897 | 897 | of which the Client can then publish *representations* via ``display_data`` |
|
898 | 898 | to various frontends. |
|
899 | 899 | |
|
900 | 900 | Python inputs |
|
901 | 901 | ------------- |
|
902 | 902 | |
|
903 | 903 | These messages are the re-broadcast of the ``execute_request``. |
|
904 | 904 | |
|
905 | 905 | Message type: ``pyin``:: |
|
906 | 906 | |
|
907 | 907 | content = { |
|
908 | 908 | 'code' : str, # Source code to be executed, one or more lines |
|
909 | 909 | |
|
910 | 910 | # The counter for this execution is also provided so that clients can |
|
911 | 911 | # display it, since IPython automatically creates variables called _iN |
|
912 | 912 | # (for input prompt In[N]). |
|
913 | 913 | 'execution_count' : int |
|
914 | 914 | } |
|
915 | 915 | |
|
916 | 916 | Python outputs |
|
917 | 917 | -------------- |
|
918 | 918 | |
|
919 | 919 | When Python produces output from code that has been compiled in with the |
|
920 | 920 | 'single' flag to :func:`compile`, any expression that produces a value (such as |
|
921 | 921 | ``1+1``) is passed to ``sys.displayhook``, which is a callable that can do with |
|
922 | 922 | this value whatever it wants. The default behavior of ``sys.displayhook`` in |
|
923 | 923 | the Python interactive prompt is to print to ``sys.stdout`` the :func:`repr` of |
|
924 | 924 | the value as long as it is not ``None`` (which isn't printed at all). In our |
|
925 | 925 | case, the kernel instantiates as ``sys.displayhook`` an object which has |
|
926 | 926 | similar behavior, but which instead of printing to stdout, broadcasts these |
|
927 | 927 | values as ``pyout`` messages for clients to display appropriately. |
|
928 | 928 | |
|
929 | 929 | IPython's displayhook can handle multiple simultaneous formats depending on its |
|
930 | 930 | configuration. The default pretty-printed repr text is always given with the |
|
931 | 931 | ``data`` entry in this message. Any other formats are provided in the |
|
932 | 932 | ``extra_formats`` list. Frontends are free to display any or all of these |
|
933 | 933 | according to its capabilities. ``extra_formats`` list contains 3-tuples of an ID |
|
934 | 934 | string, a type string, and the data. The ID is unique to the formatter |
|
935 | 935 | implementation that created the data. Frontends will typically ignore the ID |
|
936 | 936 | unless if it has requested a particular formatter. The type string tells the |
|
937 | 937 | frontend how to interpret the data. It is often, but not always a MIME type. |
|
938 | 938 | Frontends should ignore types that it does not understand. The data itself is |
|
939 | 939 | any JSON object and depends on the format. It is often, but not always a string. |
|
940 | 940 | |
|
941 | 941 | Message type: ``pyout``:: |
|
942 | 942 | |
|
943 | 943 | content = { |
|
944 | 944 | |
|
945 | 945 | # The counter for this execution is also provided so that clients can |
|
946 | 946 | # display it, since IPython automatically creates variables called _N |
|
947 | 947 | # (for prompt N). |
|
948 | 948 | 'execution_count' : int, |
|
949 | 949 | |
|
950 | 950 | # The data dict contains key/value pairs, where the kids are MIME |
|
951 | 951 | # types and the values are the raw data of the representation in that |
|
952 | 952 | # format. The data dict must minimally contain the ``text/plain`` |
|
953 | 953 | # MIME type which is used as a backup representation. |
|
954 | 954 | 'data' : dict, |
|
955 | 955 | |
|
956 | 956 | } |
|
957 | 957 | |
|
958 | 958 | Python errors |
|
959 | 959 | ------------- |
|
960 | 960 | |
|
961 | 961 | When an error occurs during code execution |
|
962 | 962 | |
|
963 | 963 | Message type: ``pyerr``:: |
|
964 | 964 | |
|
965 | 965 | content = { |
|
966 | 966 | # Similar content to the execute_reply messages for the 'error' case, |
|
967 | 967 | # except the 'status' field is omitted. |
|
968 | 968 | } |
|
969 | 969 | |
|
970 | 970 | Kernel status |
|
971 | 971 | ------------- |
|
972 | 972 | |
|
973 | 973 | This message type is used by frontends to monitor the status of the kernel. |
|
974 | 974 | |
|
975 | 975 | Message type: ``status``:: |
|
976 | 976 | |
|
977 | 977 | content = { |
|
978 | 978 | # When the kernel starts to execute code, it will enter the 'busy' |
|
979 | 979 | # state and when it finishes, it will enter the 'idle' state. |
|
980 | 980 | # The kernel will publish state 'starting' exactly once at process startup. |
|
981 | 981 | execution_state : ('busy', 'idle', 'starting') |
|
982 | 982 | } |
|
983 | 983 | |
|
984 | 984 | |
|
985 | 985 | Messages on the stdin ROUTER/DEALER sockets |
|
986 | 986 | =========================================== |
|
987 | 987 | |
|
988 | 988 | This is a socket where the request/reply pattern goes in the opposite direction: |
|
989 | 989 | from the kernel to a *single* frontend, and its purpose is to allow |
|
990 | 990 | ``raw_input`` and similar operations that read from ``sys.stdin`` on the kernel |
|
991 | 991 | to be fulfilled by the client. The request should be made to the frontend that |
|
992 | 992 | made the execution request that prompted ``raw_input`` to be called. For now we |
|
993 | 993 | will keep these messages as simple as possible, since they only mean to convey |
|
994 | 994 | the ``raw_input(prompt)`` call. |
|
995 | 995 | |
|
996 | 996 | Message type: ``input_request``:: |
|
997 | 997 | |
|
998 | 998 | content = { 'prompt' : str } |
|
999 | 999 | |
|
1000 | 1000 | Message type: ``input_reply``:: |
|
1001 | 1001 | |
|
1002 | 1002 | content = { 'value' : str } |
|
1003 | 1003 | |
|
1004 | 1004 | .. Note:: |
|
1005 | 1005 | |
|
1006 | 1006 | We do not explicitly try to forward the raw ``sys.stdin`` object, because in |
|
1007 | 1007 | practice the kernel should behave like an interactive program. When a |
|
1008 | 1008 | program is opened on the console, the keyboard effectively takes over the |
|
1009 | 1009 | ``stdin`` file descriptor, and it can't be used for raw reading anymore. |
|
1010 | 1010 | Since the IPython kernel effectively behaves like a console program (albeit |
|
1011 | 1011 | one whose "keyboard" is actually living in a separate process and |
|
1012 | 1012 | transported over the zmq connection), raw ``stdin`` isn't expected to be |
|
1013 | 1013 | available. |
|
1014 | 1014 | |
|
1015 | 1015 | |
|
1016 | 1016 | Heartbeat for kernels |
|
1017 | 1017 | ===================== |
|
1018 | 1018 | |
|
1019 | 1019 | Initially we had considered using messages like those above over ZMQ for a |
|
1020 | 1020 | kernel 'heartbeat' (a way to detect quickly and reliably whether a kernel is |
|
1021 | 1021 | alive at all, even if it may be busy executing user code). But this has the |
|
1022 | 1022 | problem that if the kernel is locked inside extension code, it wouldn't execute |
|
1023 | 1023 | the python heartbeat code. But it turns out that we can implement a basic |
|
1024 | 1024 | heartbeat with pure ZMQ, without using any Python messaging at all. |
|
1025 | 1025 | |
|
1026 | 1026 | The monitor sends out a single zmq message (right now, it is a str of the |
|
1027 | 1027 | monitor's lifetime in seconds), and gets the same message right back, prefixed |
|
1028 | 1028 | with the zmq identity of the DEALER socket in the heartbeat process. This can be |
|
1029 | 1029 | a uuid, or even a full message, but there doesn't seem to be a need for packing |
|
1030 | 1030 | up a message when the sender and receiver are the exact same Python object. |
|
1031 | 1031 | |
|
1032 | 1032 | The model is this:: |
|
1033 | 1033 | |
|
1034 | 1034 | monitor.send(str(self.lifetime)) # '1.2345678910' |
|
1035 | 1035 | |
|
1036 | 1036 | and the monitor receives some number of messages of the form:: |
|
1037 | 1037 | |
|
1038 | 1038 | ['uuid-abcd-dead-beef', '1.2345678910'] |
|
1039 | 1039 | |
|
1040 | 1040 | where the first part is the zmq.IDENTITY of the heart's DEALER on the engine, and |
|
1041 | 1041 | the rest is the message sent by the monitor. No Python code ever has any |
|
1042 | 1042 | access to the message between the monitor's send, and the monitor's recv. |
|
1043 | 1043 | |
|
1044 | 1044 | |
|
1045 | 1045 | ToDo |
|
1046 | 1046 | ==== |
|
1047 | 1047 | |
|
1048 | 1048 | Missing things include: |
|
1049 | 1049 | |
|
1050 | 1050 | * Important: finish thinking through the payload concept and API. |
|
1051 | 1051 | |
|
1052 | 1052 | * Important: ensure that we have a good solution for magics like %edit. It's |
|
1053 | 1053 | likely that with the payload concept we can build a full solution, but not |
|
1054 | 1054 | 100% clear yet. |
|
1055 | 1055 | |
|
1056 | 1056 | * Finishing the details of the heartbeat protocol. |
|
1057 | 1057 | |
|
1058 | 1058 | * Signal handling: specify what kind of information kernel should broadcast (or |
|
1059 | 1059 | not) when it receives signals. |
|
1060 | 1060 | |
|
1061 |
.. include:: ../links. |
|
|
1061 | .. include:: ../links.txt |
|
1 | NO CONTENT: file renamed from docs/source/development/parallel_connections.txt to docs/source/development/parallel_connections.rst |
|
1 | NO CONTENT: file renamed from docs/source/development/parallel_messages.txt to docs/source/development/parallel_messages.rst |
@@ -1,38 +1,38 b'' | |||
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1 | 1 | ===================== |
|
2 | 2 | IPython Documentation |
|
3 | 3 | ===================== |
|
4 | 4 | |
|
5 | 5 | .. htmlonly:: |
|
6 | 6 | |
|
7 | 7 | :Release: |release| |
|
8 | 8 | :Date: |today| |
|
9 | 9 | |
|
10 | 10 | .. only:: not rtd |
|
11 | 11 | |
|
12 | 12 | Welcome to the official IPython documentation. |
|
13 | 13 | |
|
14 | 14 | .. only:: rtd |
|
15 | 15 | |
|
16 | 16 | This is a partial copy of IPython documentation, please visit `IPython official documentation <http://ipython.org/documentation.html>`_. |
|
17 | 17 | |
|
18 | 18 | Contents |
|
19 | 19 | ======== |
|
20 | 20 | |
|
21 | 21 | .. toctree:: |
|
22 | 22 | :maxdepth: 1 |
|
23 | 23 | |
|
24 |
overview |
|
|
25 |
whatsnew/index |
|
|
26 |
install/index |
|
|
27 |
interactive/index |
|
|
28 |
parallel/index |
|
|
29 |
config/index |
|
|
30 |
development/index |
|
|
31 |
api/index |
|
|
32 |
about/index |
|
|
24 | overview | |
|
25 | whatsnew/index | |
|
26 | install/index | |
|
27 | interactive/index | |
|
28 | parallel/index | |
|
29 | config/index | |
|
30 | development/index | |
|
31 | api/index | |
|
32 | about/index | |
|
33 | 33 | |
|
34 | 34 | .. htmlonly:: |
|
35 | 35 | * :ref:`genindex` |
|
36 | 36 | * :ref:`modindex` |
|
37 | 37 | * :ref:`search` |
|
38 | 38 |
@@ -1,11 +1,11 b'' | |||
|
1 | 1 | .. _install_index: |
|
2 | 2 | |
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3 | 3 | ============ |
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4 | 4 | Installation |
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5 | 5 | ============ |
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6 | 6 | |
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7 | 7 | .. toctree:: |
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8 | 8 | :maxdepth: 2 |
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9 | 9 | |
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10 |
install |
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10 | install | |
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1 | 1 | ======================================== |
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2 | 2 | Using IPython on Windows HPC Server 2008 |
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3 | 3 | ======================================== |
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4 | 4 | |
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5 | 5 | |
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6 | 6 | Contents |
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7 | 7 | ======== |
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8 | 8 | |
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9 | 9 | .. toctree:: |
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10 | 10 | :maxdepth: 1 |
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11 | 11 | |
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12 |
parallel_winhpc |
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13 |
parallel_demos |
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12 | parallel_winhpc | |
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13 | parallel_demos | |
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14 | 14 |
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