Mercurial > hg > nsaunier > traffic-intelligence
comparison trafficintelligence/utils.py @ 1077:3939ae415be0
Merging
| author | Wendlasida |
|---|---|
| date | Fri, 20 Jul 2018 14:03:34 -0400 |
| parents | c04550f957ab |
| children | 8734742c08c0 |
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| 1076:108c5dc4e34a | 1077:3939ae415be0 |
|---|---|
| 339 seconds = seconds - m*60 | 339 seconds = seconds - m*60 |
| 340 return time(h, m, seconds) | 340 return time(h, m, seconds) |
| 341 | 341 |
| 342 def timeToFrames(t, frameRate): | 342 def timeToFrames(t, frameRate): |
| 343 return frameRate*(t.hour*3600+t.minute*60+t.second) | 343 return frameRate*(t.hour*3600+t.minute*60+t.second) |
| 344 | |
| 345 def timeModulo(t, duration): | |
| 346 'returns the time modulo the duration in min' | |
| 347 return time(t.hour, t.minute//duration, t.second) | |
| 344 | 348 |
| 345 def sortXY(X,Y): | 349 def sortXY(X,Y): |
| 346 'returns the sorted (x, Y(x)) sorted on X' | 350 'returns the sorted (x, Y(x)) sorted on X' |
| 347 D = {} | 351 D = {} |
| 348 for x, y in zip(X,Y): | 352 for x, y in zip(X,Y): |
| 589 return lambda x: percentile(x, 85) | 593 return lambda x: percentile(x, 85) |
| 590 else: | 594 else: |
| 591 print('Unknown aggregation method: {}'.format(funcStr)) | 595 print('Unknown aggregation method: {}'.format(funcStr)) |
| 592 return None | 596 return None |
| 593 | 597 |
| 598 def aggregationMethods(methods, centiles = None): | |
| 599 aggFunctions = {} | |
| 600 headers = [] | |
| 601 for method in methods: | |
| 602 if method == 'centile': | |
| 603 aggFunctions[method] = aggregationFunction(method, centiles) | |
| 604 for c in centiles: | |
| 605 headers.append('{}{}'.format(method,c)) | |
| 606 else: | |
| 607 aggFunctions[method] = aggregationFunction(method) | |
| 608 headers.append(method) | |
| 609 return aggFunctions, headers | |
| 610 | |
| 594 ######################### | 611 ######################### |
| 595 # regression analysis using statsmodels (and pandas) | 612 # regression analysis using statsmodels (and pandas) |
| 596 ######################### | 613 ######################### |
| 597 | 614 |
| 598 # TODO make class for experiments? | 615 # TODO make class for experiments? |
