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[SLA] Add helper function merge_voltage_clusters - #3037
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## main #3037 +/- ##
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+ Coverage 94.70% 95.50% +0.79%
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Files 108 108
Lines 9740 9869 +129
Branches 1474 1501 +27
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+ Hits 9224 9425 +201
+ Misses 323 254 -69
+ Partials 193 190 -3 ☔ View full report in Codecov by Sentry. 🚀 New features to boost your workflow:
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…ge neighboring clusters
| """ | ||
| is_regular_grid = False | ||
| if np.count_nonzero(mask_zero_diff) > 0: | ||
| # is_regular_grid = False |
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| # is_regular_grid = False |
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| new_voltage = np.full(voltage.shape, np.nan, dtype=voltage.dtype) | ||
| new_current = np.full(current.shape, np.nan, dtype=current.dtype) |
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I keep forgetting numpy.full exists. 😅
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| return voltage.copy(), current.copy() | ||
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| # condition voltage_step_size ... Round 2 |
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Should the comment say why round 2 is needed? 🤔
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Add helper function
merge_voltage_clustersto theplasmapy.analysis.swept_langmuirmodule. This function takes the two time series voltage and current arrays of a swept langmuir signal and merges clusters/islands of closely spaced voltage values. Since several langmuir analysis techniques requires differentiation, the often irregularly spaced voltage signals can cause erratic behavior during differentiation. Merging clusters can help "smooth out" the signal for differentiation.Note
PR #3034 needs to be merged first.