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@@ -145,10 +145,38 operations and distribute them, reconstructing the result. | |||||
145 | In [17]: (C_local == C_remote).all() |
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145 | In [17]: (C_local == C_remote).all() | |
146 | Out[17]: True |
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146 | Out[17]: True | |
147 |
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147 | |||
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148 | Calling a ``@parallel`` function *does not* correspond to map. It is used for splitting | |||
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149 | element-wise operations that operate on a sequence or array. For ``map`` behavior, | |||
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150 | parallel functions do have a map method. | |||
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151 | ||||
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152 | ==================== ============================ ============================= | |||
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153 | call pfunc(seq) pfunc.map(seq) | |||
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154 | ==================== ============================ ============================= | |||
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155 | # of tasks # of engines (1 per engine) # of engines (1 per engine) | |||
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156 | # of remote calls # of engines (1 per engine) ``len(seq)`` | |||
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157 | argument to remote ``seq[i:j]`` (sub-sequence) ``seq[i]`` (single element) | |||
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158 | ==================== ============================ ============================= | |||
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159 | ||||
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160 | A quick example to illustrate the difference in arguments for the two modes: | |||
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161 | ||||
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162 | .. sourcecode:: ipython | |||
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163 | ||||
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164 | In [16]: @dview.parallel(block=True) | |||
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165 | ....: def echo(x): | |||
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166 | ....: return str(x) | |||
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167 | ....: | |||
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168 | ||||
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169 | In [17]: echo(range(5)) | |||
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170 | Out[17]: ['[0, 1]', '[2]', '[3]', '[4]'] | |||
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171 | ||||
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172 | In [18]: echo.map(range(5)) | |||
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173 | Out[18]: ['0', '1', '2', '3', '4'] | |||
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174 | ||||
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175 | ||||
148 | .. seealso:: |
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176 | .. seealso:: | |
149 |
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177 | |||
150 | See the docstrings for the :func:`parallel` and :func:`remote` decorators for |
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178 | See the :func:`~.remotefunction.parallel` and :func:`~.remotefunction.remote` | |
151 | options. |
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179 | decorators for options. | |
152 |
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180 | |||
153 | Calling Python functions |
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181 | Calling Python functions | |
154 | ======================== |
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182 | ======================== |
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