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@@ -100,17 +100,45 b' IPython itself, plus a lot of system-type features. They are all' | |||
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100 | 100 | prefixed with a % character, but parameters are given without |
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101 | 101 | parentheses or quotes. |
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102 | 102 | |
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103 | Example: typing ``%cd mydir`` changes your working directory to 'mydir', if it | |
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104 | exists. | |
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105 | ||
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106 | If you have 'automagic' enabled (as it by default), you don't need | |
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107 | to type in the % explicitly. IPython will scan its internal list of | |
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108 | magic functions and call one if it exists. With automagic on you can | |
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109 | then just type ``cd mydir`` to go to directory 'mydir'. The automagic | |
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110 | system has the lowest possible precedence in name searches, so defining | |
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111 | an identifier with the same name as an existing magic function will | |
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112 | shadow it for automagic use. You can still access the shadowed magic | |
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113 | function by explicitly using the % character at the beginning of the line. | |
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103 | Lines that begin with ``%%`` signal a *cell magic*: they take as arguments not | |
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104 | only the rest of the current line, but all lines below them as well, in the | |
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105 | current execution block. Cell magics can in fact make arbitrary modifications | |
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106 | to the input they receive, which need not even be valid Python code at all. | |
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107 | They receive the whole block as a single string. | |
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108 | ||
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109 | As a line magic example, the ``%cd`` magic works just like the OS command of | |
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110 | the same name:: | |
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111 | ||
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112 | In [8]: %cd | |
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113 | /home/fperez | |
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114 | ||
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115 | The following uses the builtin ``timeit`` in cell mode:: | |
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116 | ||
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117 | In [10]: %%timeit x = range(10000) | |
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118 | ...: min(x) | |
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119 | ...: max(x) | |
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120 | ...: | |
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121 | 1000 loops, best of 3: 438 us per loop | |
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122 | ||
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123 | In this case, ``x = range(10000)`` is called as the line argument, and the | |
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124 | block with ``min(x)`` and ``max(x)`` is called as the cell body. The | |
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125 | ``timeit`` magic receives both. | |
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126 | ||
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127 | If you have 'automagic' enabled (as it by default), you don't need to type in | |
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128 | the single ``%`` explicitly for line magics; IPython will scan its internal | |
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129 | list of magic functions and call one if it exists. With automagic on you can | |
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130 | then just type ``cd mydir`` to go to directory 'mydir':: | |
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131 | ||
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132 | In [9]: cd mydir | |
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133 | /home/fperez/mydir | |
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134 | ||
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135 | Note that cell magics *always* require an explicit ``%%`` prefix, automagic | |
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136 | calling only works for line magics. | |
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137 | ||
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138 | The automagic system has the lowest possible precedence in name searches, so | |
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139 | defining an identifier with the same name as an existing magic function will | |
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140 | shadow it for automagic use. You can still access the shadowed magic function | |
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141 | by explicitly using the ``%`` character at the beginning of the line. | |
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114 | 142 | |
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115 | 143 | An example (with automagic on) should clarify all this: |
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116 | 144 | |
@@ -137,24 +165,141 b' An example (with automagic on) should clarify all this:' | |||
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137 | 165 | |
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138 | 166 | /home/fperez/ipython |
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139 | 167 | |
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140 | You can define your own magic functions to extend the system. The | |
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141 | following example defines a new magic command, %impall: | |
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168 | Defining your own magics | |
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169 | ~~~~~~~~~~~~~~~~~~~~~~~~ | |
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170 | ||
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171 | There are two main ways to define your own magic functions: from standalone | |
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172 | functions and by inheriting from a base class provided by IPython: | |
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173 | :class:`IPython.core.magic.Magics`. Below we show code you can place in a file | |
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174 | that you load from your configuration, such as any file in the ``startup`` | |
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175 | subdirectory of your default IPython profile. | |
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176 | ||
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177 | First, let us see the simplest case. The following shows how to create a line | |
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178 | magic, a cell one and one that works in both modes, using just plain functions: | |
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142 | 179 | |
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143 | 180 | .. sourcecode:: python |
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144 | 181 | |
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182 | from IPython.core.magic import (register_line_magic, register_cell_magic, | |
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183 | register_line_cell_magic) | |
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184 | ||
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185 | @register_line_magic | |
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186 | def lmagic(line): | |
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187 | "my line magic" | |
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188 | return line | |
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189 | ||
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190 | @register_cell_magic | |
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191 | def cmagic(line, cell): | |
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192 | "my cell magic" | |
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193 | return line, cell | |
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194 | ||
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195 | @register_line_cell_magic | |
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196 | def lcmagic(line, cell=None): | |
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197 | "Magic that works both as %lcmagic and as %%lcmagic" | |
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198 | if cell is None: | |
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199 | print "Called as line magic" | |
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200 | return line | |
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201 | else: | |
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202 | print "Called as cell magic" | |
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203 | return line, cell | |
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204 | ||
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205 | # We delete these to avoid name conflicts for automagic to work | |
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206 | del lmagic, lcmagic | |
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207 | ||
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208 | ||
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209 | You can also create magics of all three kinds by inheriting from the | |
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210 | :class:`IPython.core.magic.Magics` class. This lets you create magics that can | |
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211 | potentially hold state in between calls, and that have full access to the main | |
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212 | IPython object: | |
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213 | ||
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214 | .. sourcecode:: python | |
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215 | ||
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216 | # This code can be put in any Python module, it does not require IPython | |
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217 | # itself to be running already. It only creates the magics subclass but | |
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218 | # doesn't instantiate it yet. | |
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219 | from IPython.core.magic import (Magics, magics_class, line_magic, | |
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220 | cell_magic, line_cell_magic) | |
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221 | ||
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222 | # The class MUST call this class decorator at creation time | |
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223 | @magics_class | |
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224 | class MyMagics(Magics): | |
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225 | ||
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226 | @line_magic | |
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227 | def lmagic(self, line): | |
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228 | "my line magic" | |
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229 | print "Full access to the main IPython object:", self.shell | |
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230 | print "Variables in the user namespace:", self.user_ns.keys() | |
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231 | return line | |
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232 | ||
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233 | @cell_magic | |
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234 | def cmagic(self, line, cell): | |
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235 | "my cell magic" | |
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236 | return line, cell | |
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237 | ||
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238 | @line_cell_magic | |
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239 | def lcmagic(self, line, cell=None): | |
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240 | "Magic that works both as %lcmagic and as %%lcmagic" | |
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241 | if cell is None: | |
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242 | print "Called as line magic" | |
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243 | return line | |
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244 | else: | |
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245 | print "Called as cell magic" | |
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246 | return line, cell | |
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247 | ||
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248 | ||
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249 | # In order to actually use these magics, you must register them with a | |
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250 | # running IPython. This code must be placed in a file that is loaded once | |
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251 | # IPython is up and running: | |
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145 | 252 | ip = get_ipython() |
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253 | # You can register the class itself without instantiating it. IPython will | |
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254 | # call the default constructor on it. | |
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255 | ip.register_magics(MyMagics) | |
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256 | ||
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257 | If you want to create a class with a different constructor that holds | |
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258 | additional state, then you should always call the parent constructor and | |
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259 | instantiate the class yourself before registration: | |
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260 | ||
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261 | .. sourcecode:: python | |
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262 | ||
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263 | @magics_class | |
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264 | class StatefulMagics(Magics): | |
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265 | "Magics that hold additional state" | |
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266 | ||
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267 | def __init__(self, shell, data): | |
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268 | # You must call the parent constructor | |
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269 | super(StatefulMagics, self).__init__(shell) | |
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270 | self.data = data | |
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146 | 271 | |
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147 | def doimp(self, arg): | |
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148 | ip = self.api | |
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149 | ip.ex("import %s; reload(%s); from %s import *" % (arg,arg,arg) ) | |
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272 | # etc... | |
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150 | 273 | |
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151 | ip.define_magic('impall', doimp) | |
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274 | # This class must then be registered with a manually created instance, | |
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275 | # since its constructor has different arguments from the default: | |
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276 | ip = get_ipython() | |
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277 | magics = StatefulMagics(ip, some_data) | |
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278 | ip.register_magics(magics) | |
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279 | ||
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280 | ||
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281 | In earlier versions, IPython had an API for the creation of line magics (cell | |
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282 | magics did not exist at the time) that required you to create functions with a | |
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283 | method-looking signature and to manually pass both the function and the name. | |
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284 | While this API is no longer recommended, it remains indefinitely supported for | |
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285 | backwards compatibility purposes. With the old API, you'd create a magic as | |
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286 | follows: | |
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287 | ||
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288 | .. sourcecode:: python | |
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289 | ||
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290 | def func(self, line): | |
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291 | print "Line magic called with line:", line | |
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292 | print "IPython object:", self.shell | |
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293 | ||
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294 | ip = get_ipython() | |
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295 | # Declare this function as the magic %mycommand | |
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296 | ip.define_magic('mycommand', func) | |
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152 | 297 | |
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153 | 298 | Type ``%magic`` for more information, including a list of all available magic |
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154 | 299 | functions at any time and their docstrings. You can also type |
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155 |
``%magic_function_name?`` (see :ref:`below <dynamic_object_info>` for |
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156 |
the '?' system) to get information about any particular magic |
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157 | interested in. | |
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300 | ``%magic_function_name?`` (see :ref:`below <dynamic_object_info>` for | |
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301 | information on the '?' system) to get information about any particular magic | |
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302 | function you are interested in. | |
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158 | 303 | |
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159 | 304 | The API documentation for the :mod:`IPython.core.magic` module contains the full |
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160 | 305 | docstrings of all currently available magic commands. |
@@ -35,20 +35,42 b' Magic functions' | |||
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35 | 35 | =============== |
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36 | 36 | |
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37 | 37 | IPython has a set of predefined 'magic functions' that you can call with a |
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38 |
command line style syntax. |
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38 | command line style syntax. There are two kinds of magics, line-oriented and | |
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39 | cell-oriented. Line magics are prefixed with the ``%`` character and work much | |
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40 | like OS command-line calls: they get as an argument the rest of the line, where | |
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41 | arguments are passed without parentheses or quotes. Cell magics are prefixed | |
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42 | with a double ``%%``, and they are functions that get as an argument not only | |
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43 | the rest of the line, but also the lines below it in a separate argument. | |
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44 | ||
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45 | The following examples show how to call the builtin ``timeit`` magic, both in | |
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46 | line and cell mode:: | |
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47 | ||
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48 | In [1]: %timeit range(1000) | |
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49 | 100000 loops, best of 3: 7.76 us per loop | |
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50 | ||
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51 | In [2]: %%timeit x = range(10000) | |
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52 | ...: max(x) | |
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53 | ...: | |
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54 | 1000 loops, best of 3: 223 us per loop | |
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55 | ||
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56 | The builtin magics include: | |
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39 | 57 | |
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40 | 58 | - Functions that work with code: ``%run``, ``%edit``, ``%save``, ``%macro``, |
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41 | 59 | ``%recall``, etc. |
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42 |
- Functions which affect the shell: ``%colors``, ``%xmode``, ``%autoindent``, |
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60 | - Functions which affect the shell: ``%colors``, ``%xmode``, ``%autoindent``, | |
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61 | etc. | |
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43 | 62 | - Other functions such as ``%reset``, ``%timeit`` or ``%paste``. |
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44 | 63 | |
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45 |
You can always call the |
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46 | by itself, you can omit even that:: | |
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64 | You can always call them using the % prefix, and if you're calling a line magic | |
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65 | on a line by itself, you can omit even that (cell magics must always have the | |
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66 | ``%%`` prefix):: | |
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47 | 67 | |
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48 | 68 | run thescript.py |
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49 | 69 | |
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50 | For more details on any magic function, call ``%somemagic?`` to read its | |
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51 |
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70 | A more detailed explanation of the magic system can be obtained by calling | |
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71 | ``%magic``, and for more details on any magic function, call ``%somemagic?`` to | |
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72 | read its docstring. To see all the available magic functions, call | |
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73 | ``%lsmagic``. | |
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52 | 74 | |
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53 | 75 | Running and Editing |
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54 | 76 | ------------------- |
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