Return evenly spaced values from `start` to `stop` with step size `step`. The values are half-open [start, stop), so including start and excluding stop. This is basically the same as python's range function but for dask arrays. When using a non-integer step, such as 0.1, the r
(start=0, stop=None, step=1, *, chunks="auto", like=None, dtype=None)
| 198 | |
| 199 | |
| 200 | def arange(start=0, stop=None, step=1, *, chunks="auto", like=None, dtype=None): |
| 201 | """ |
| 202 | Return evenly spaced values from `start` to `stop` with step size `step`. |
| 203 | |
| 204 | The values are half-open [start, stop), so including start and excluding |
| 205 | stop. This is basically the same as python's range function but for dask |
| 206 | arrays. |
| 207 | |
| 208 | When using a non-integer step, such as 0.1, the results will often not be |
| 209 | consistent. It is better to use linspace for these cases. |
| 210 | |
| 211 | Parameters |
| 212 | ---------- |
| 213 | start : int, optional |
| 214 | The starting value of the sequence. The default is 0. |
| 215 | stop : int |
| 216 | The end of the interval, this value is excluded from the interval. |
| 217 | step : int, optional |
| 218 | The spacing between the values. The default is 1 when not specified. |
| 219 | chunks : int |
| 220 | The number of samples on each block. Note that the last block will have |
| 221 | fewer samples if ``len(array) % chunks != 0``. |
| 222 | Defaults to "auto" which will automatically determine chunk sizes. |
| 223 | dtype : numpy.dtype |
| 224 | Output dtype. Omit to infer it from start, stop, step |
| 225 | Defaults to ``None``. |
| 226 | like : array type or ``None`` |
| 227 | Array to extract meta from. Defaults to ``None``. |
| 228 | |
| 229 | Returns |
| 230 | ------- |
| 231 | samples : dask array |
| 232 | |
| 233 | See Also |
| 234 | -------- |
| 235 | dask.array.linspace |
| 236 | """ |
| 237 | if stop is None: |
| 238 | stop = start |
| 239 | start = 0 |
| 240 | return new_collection(Arange(start, stop, step, chunks, like, dtype)) |
| 241 | |
| 242 | |
| 243 | def linspace( |
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