Created
June 12, 2015 14:03
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reproducible error with ifelse typing in dplyr
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| library(dplyr) | |
| diary = structure(list(short_session = c("006935", "006935", "006935", | |
| "006935", "006935", "006935", "006935", "006935", "006935", "006935", | |
| "006935", "006935", "006935", "006935", "006935", "006935", "006935", | |
| "006935", "006935", "006935", "006935", "006935", "006935", "006935", | |
| "006935", "006935", "006935", "006935", "006935", "006935", "006935", | |
| "006935", "006935", "006935", "006935", "006935", "006935", "006935", | |
| "006935", "008e1a", "008e1a", "008e1a", "008e1a", "008e1a", "008e1a", | |
| "008e1a", "008e1a", "008e1a", "008e1a", "008e1a", "008e1a", "008e1a", | |
| "008e1a", "008e1a", "008e1a", "008e1a", "008e1a", "008e1a", "008e1a", | |
| "008e1a", "008e1a", "008e1a", "008e1a", "008e1a", "008e1a", "008e1a", | |
| "008e1a", "008e1a", "008e1a", "008e1a", "008e1a", "008e1a", "008e1a", | |
| "008e1a", "008e1a", "008e1a", "008e1a", "008e1a", "008e1a", "008e1a", | |
| "008ee8", "008ee8", "008ee8", "008ee8", "008ee8", "008ee8", "008ee8", | |
| "008ee8", "008ee8", "008ee8", "008ee8", "008ee8", "008ee8", "008ee8", | |
| "008ee8", "008ee8", "008ee8", "008ee8", "008ee8", "008ee8", "008ee8", | |
| "008ee8", "008ee8", "008ee8", "008ee8", "008ee8", "008ee8", "008ee8", | |
| "008ee8", "008ee8", "008ee8", "008ee8", "008ee8", "008ee8", "008ee8", | |
| "008ee8", "008ee8", "008ee8", "008ee8", "008ee8", "008ee8", "00977a", | |
| "00977a", "016147", "016147", "016147", "016147", "016147", "016147", | |
| "016147", "016147", "016147", "016147", "016147", "016147", "016147", | |
| "016147", "016147", "016b21", "016b21", "016b21", "016b21", "016b21", | |
| "016b21", "016b21", "016b21", "016b21", "016b21", "016b21", "016b21", | |
| "016b21", "016b21", "016b21", "016b21", "016b21", "016b21", "016b21", | |
| "016b21", "016b21", "016b21", "016b21", "016b21", "016b21", "016b21", | |
| "016b21", "016b21", "016b21", "016b21", "016b21", "01a1dd", "01a1dd", | |
| "01a1dd", "01a1dd", "01a1dd", "01a1dd", "01a1dd", "01a1dd", "01a1dd", | |
| "01a1dd", "01a1dd", "01a1dd", "01a1dd", "01a1dd", "01a1dd", "01a1dd", | |
| "01a1dd", "01a1dd", "01a1dd", "01a1dd", "01a1dd", "01a1dd", "01a1dd", | |
| "01a1dd", "01a1dd", "01a1dd", "01a1dd", "01a1dd", "01a1dd", "01a1dd", | |
| "01a1dd", "01a1dd", "01a1dd", "01a1dd", "01a1dd", "01a1dd", "01aea6", | |
| "01aea6", "01aea6", "01aea6", "01aea6", "01aea6", "01aea6", "01aea6", | |
| "01aea6", "01aea6", "01aea6", "01aea6", "01aea6", "01aea6", "01aea6", | |
| "01aea6", "01aea6", "01aea6", "01aea6", "01aea6", "01aea6", "01aea6", | |
| "01b730", "01b730", "01b730", "01b730", "01b730", "01b730", "01b730", | |
| "01b730", "01b730", "01b730", "01b730", "01b730", "01b730", "01b730", | |
| "01b730", "01b730", "01b730", "01b730", "01b730", "01b730", "01b730", | |
| "01b730", "01b730", "01b730", "01b730", "01b730", "01b730", "01b730", | |
| "01b730", "01b730", "01b730", "01b730", "01b730", "01b730", "01b730", | |
| "01b730", "01b730", "01b730", "01b730", "01b730", "01b730", "01c277", | |
| "01c277", "01c277", "01c277", "01c277", "01c277", "01c277", "01c277", | |
| "01c277", "01c277", "01c277", "01c277", "01c277", "01c277", "01c277", | |
| "01c277", "01c277", "01c277", "01c277", "01c277", "01c277", "01c277", | |
| "01c277", "01c277", "01c277", "01c277", "01c277", "01c277", "01c277", | |
| "01c277", "01c277", "01c277", "01f022", "01f022", "01f022", "01f022", | |
| "01f022", "01f022", "01f022", "01f022", "01f022", "01f022", "01f022", | |
| "01f022", "01f022", "01f022", "01f022", "01f022", "01f022", "01f022", | |
| "01f022", "01f022", "01f022", "01f022", "01f022", "01f022", "01f022", | |
| "01f022", "01f022", "01f022", "01f022", "01f022", "020f65", "020f65", | |
| "020f65", "020f65", "020f65", "020f65", "020f65", "020f65", "020f65", | |
| "020f65", "020f65", "020f65", "020f65", "02153c", "02153c", "02153c", | |
| "02153c", "02153c", "02153c", "02153c", "02153c", "023f1e", "023f1e", | |
| "023f1e", "023f1e", "023f1e", "023f1e", "023f1e", "023f1e", "023f1e", | |
| "023f1e", "023f1e", "023f1e", "023f1e", "023f1e", "023f1e", "023f1e", | |
| "023f1e", "023f1e", "023f1e", "023f1e", "023f1e", "023f1e", "023f1e", | |
| "023f1e", "023f1e", "023f1e", "023f1e", "023f1e", "023f1e", "023f1e", | |
| "02539d", "02539d", "02539d", "02539d", "02539d", "02539d", "02539d", | |
| "02539d", "02539d", "02539d", "02539d", "02539d", "02539d", "02539d", | |
| "02539d", "02539d", "02539d", "02539d", "02539d", "02539d", "02539d", | |
| "02539d", "02539d", "02539d", "02539d", "02539d", "02539d", "02539d", | |
| "02539d", "02539d", "02539d", "02539d", "02539d", "02b30a", "02b30a", | |
| "02b30a", "02b30a", "02b30a", "02b30a", "02b30a", "02b30a", "02b30a", | |
| "02b30a", "02b30a", "02b30a", "02b30a", "02b30a", "02b30a", "02b30a", | |
| "02b30a", "02b30a", "02b30a", "02b30a", "02b30a", "02b30a", "02b30a", | |
| "02b30a", "02b30a", "02b30a", "02b30a", "02b30a", "02b30a", "02b30a", | |
| "02b30a", "02b30a", "02b30a", "02b30a", "02b30a", "02b30a", "033d3e", | |
| "033d3e", "033d3e", "033d3e", "033d3e", "038daf", "038daf", "038daf", | |
| "038daf", "038daf", "038daf", "038daf", "038daf", "038daf", "038daf", | |
| "038daf", "038daf", "038daf", "038daf", "038daf", "038daf", "038daf", | |
| "038daf", "038daf", "038daf", "038daf", "038daf", "038daf", "038daf", | |
| "038daf", "038daf", "038daf", "038daf", "038daf", "038daf", "03b458", | |
| "03b458", "03b458", "03b458", "03b458", "03b458", "03b458", "03b458", | |
| "03b458", "03b458", "03b458", "03b458", "03b458", "03b458", "03b458", | |
| "03b458", "03b458", "03b458", "03b458", "03b458", "03b458", "03b458", | |
| "03b458", "03b458", "03b458", "03b458", "03b458", "03b458", "03b458", | |
| "03b458", "03b458", "03b458", "03b458", "03b458", "03b458", "03b458", | |
| "03b458", "03b458", "03b458", "03b458", "03b458", "03b458", "03b458", | |
| "03cf55", "03cf55", "03cf55", "03cf55", "03cf55", "03cf55", "03cf55", | |
| "03cf55", "03cf55", "03cf55", "03cf55", "03cf55", "03cf55", "03cf55", | |
| "03cf55", "03cf55", "03cf55", "03cf55", "03cf55", "03cf55", "03cf55", | |
| "03cf55", "03cf55", "03cf55", "03cf55", "03cf55", "03cf55", "03cf55", | |
| "03cf55", "03cf55", "03cf55", "03cf55", "03cf55", "03cf55", "03cf55", | |
| "03cf55", "03d4d2", "03d4d2", "03d4d2", "03d4d2", "03d4d2", "03d4d2", | |
| "03d4d2", "05033e", "05033e", "05033e", "05033e", "05033e", "05033e", | |
| "05033e", "05033e", "05033e", "05033e", "05033e", "05033e", "05033e", | |
| "05033e", "05033e", "05033e", "05033e", "05033e", "05033e", "05033e", | |
| "05033e", "05033e", "05033e", "05033e", "05033e", "05033e", "05033e", | |
| "05033e", "05033e", "05033e", "0525b7", "0525b7", "0525b7", "0525b7", | |
| "0525b7", "0525b7", "0525b7", "0525b7", "0525b7", "0525b7", "0525b7", | |
| "0525b7", "0525b7", "0525b7", "0525b7", "0525b7", "0525b7", "0525b7", | |
| "0525b7", "0525b7", "0525b7", "0525b7", "0525b7", "0525b7", "0525b7", | |
| "0525b7", "0525b7", "0525b7", "0525b7", "0525b7", "054f7b", "054f7b", | |
| "054f7b", "054f7b", "054f7b", "054f7b", "054f7b", "054f7b", "054f7b", | |
| "056f13", "056f13", "056f13", "056f13", "056f13", "056f13", "056f13", | |
| "056f13", "056f13", "056f13", "056f13", "056f13", "056f13", "056f13", | |
| "056f13", "056f13", "056f13", "056f13", "056f13", "056f13", "056f13", | |
| "056f13", "056f13", "05cc6c", "05cc6c", "05cc6c", "05cc6c", "05cc6c", | |
| "05cc6c", "05cc6c", "05cc6c", "05cc6c", "05cc6c", "05cc6c", "05cc6c", | |
| "05cc6c", "05cc6c", "05cc6c", "05cc6c", "05cc6c", "05cc6c", "05cc6c", | |
| "05cc6c", "05cc6c", "05cc6c", "05cc6c", "05cc6c", "05cc6c", "05cc6c", | |
| "05cc6c", "05cc6c", "05cc6c", "05cc6c", "05cc6c", "05cc6c", "05cc6c", | |
| "05cc6c", "05cc6c", "05cc6c", "05cc6c", "05cc6c", "05cc6c", "060127", | |
| "060127", "060127", "060127", "060127", "060127", "060127", "060127", | |
| "060127", "060127", "060127", "060127", "060127", "060127", "060127", | |
| "060127", "060127", "060127", "060127", "060127", "060127", "060127", | |
| "060127", "060127", "060127", "060127", "060127", "060127", "060127", | |
| "060127", "0643a3", "0643a3", "0643a3", "0643a3", "0643a3", "0643a3", | |
| "0643a3", "0643a3", "0643a3", "0643a3", "0643a3", "0643a3", "0643a3", | |
| "0643a3", "0643a3", "0643a3", "0643a3", "0643a3", "0643a3", "0643a3", | |
| "0643a3", "0643a3", "0643a3", "0643a3", "0643a3", "0643a3", "0643a3", | |
| "0643a3", "0643a3", "0643a3", "0643a3", "0643a3", "0643a3", "0643a3", | |
| "0643a3", "0643a3", "0643a3", "0643a3", "0643a3", "0659e0", "0659e0", | |
| "0659e0", "0659e0", "0659e0", "0659e0", "0659e0", "0659e0", "0659e0", | |
| "0659e0", "0659e0", "0659e0", "0659e0", "0659e0", "0659e0", "0659e0", | |
| "0659e0", "0659e0", "0659e0", "0659e0", "0659e0", "0659e0", "0659e0", | |
| "0659e0", "0659e0", "0659e0", "0659e0", "0659e0", "0659e0", "0659e0", | |
| "0659e0", "0659e0", "0659e0", "0659e0", "06d8ad", "06d8ad", "06d8ad", | |
| "06d8ad", "06d8ad", "06d8ad", "06d8ad", "06d8ad", "06d8ad", "06d8ad", | |
| "06d8ad", "06d8ad", "06d8ad", "06d8ad", "06d8ad", "06d8ad", "06d8ad", | |
| "06d8ad", "06d8ad", "06d8ad", "06d8ad", "06d8ad", "06d8ad", "06d8ad", | |
| "06d8ad", "06d8ad", "06d8ad", "06d8ad", "06d8ad", "06d8ad", "06d8ad", | |
| "06d8ad", "06d8ad", "06d8ad", "06d8ad", "06d8ad", "06d8ad", "06d8ad", | |
| "06d8ad", "06d8ad", "07450a", "07450a", "07450a", "07450a", "07450a", | |
| "07450a", "075602", "075602", "075602", "075602", "07958b", "07958b", | |
| "07958b", "07958b", "07958b", "07958b", "079a62", "079a62", "079a62", | |
| "079a62", "079a62", "079a62", "079a62", "079a62", "079a62", "079a62", | |
| "079a62", "079a62", "07c7c1", "07eb40", "07eb40", "07eb40", "07eb40", | |
| "07eb40", "07eb40", "07eb40", "07eb40", "07eb40", "07eb40", "07eb40", | |
| "07eb40", "07eb40", "07eb40", "07eb40", "07eb40", "07eb40", "07eb40", | |
| "07eb40", "07eb40", "07eb40", "07eb40", "07eb40", "07eb40", "07eb40", | |
| "07eb40", "07eb40", "07eb40", "07eb40", "07eb40", "081001", "081001", | |
| "081001", "081001", "081001", "081001", "081001", "081001", "081001", | |
| "081001", "081001", "081001", "081001", "081001", "081001", "081001", | |
| "081001", "081001", "081001", "081001", "081001", "081546", "081546", | |
| "081546", "081546", "081546", "081546", "081546", "081546", "081546", | |
| "081546", "081546", "081546", "081546", "081546", "081546", "081546", | |
| "081546", "081546", "081546", "081546", "081546", "081546", "081546", | |
| "081546", "081546", "081546", "081546", "081546", "081546", "081546", | |
| "081546", "081546", "081546", "081546", "081546", "081546", "081546", | |
| "081546", "081546", "085635", "085635", "085635", "085635", "085635", | |
| "085635", "085635", "085635", "085635", "085635", "085635", "085635", | |
| "085635", "085635", "085635", "085635", "085635", "085635", "085635", | |
| "085635", "085635", "085635", "085635", "085635", "089377", "089377", | |
| "089377", "089377", "089377", "089377", "089377", "089377", "089377", | |
| "089377", "089377", "089377"), next_menstruation_gap = c(NA, | |
| NA, 25, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, | |
| 0, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, | |
| NA, NA, NA, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, | |
| 0, 0, 0, NA, NA, NA, 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, | |
| 0, 0, 0, NA, NA, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, NA, NA, NA, NA, | |
| 28, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, | |
| 0, 0, 0, 0, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, | |
| NA, NA, NA, NA, NA, NA, NA, NA, NA, 23, 0, 0, 0, 0, 0, 0, 0, | |
| 0, 0, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, | |
| NA, NA, NA, NA, NA, 0, 0, 0, 0, NA, NA, NA, 29, 0, 0, 0, 0, 0, | |
| 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, NA, NA, NA, NA, | |
| NA, NA, NA, NA, NA, NA, 23, 0, 0, 0, 0, 0, 0, 0, 0, NA, NA, NA, | |
| NA, NA, NA, NA, NA, NA, NA, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, | |
| 0, 0, 0, 0, 0, 0, 0, 0, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, | |
| NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 0, 0, 0, NA, | |
| NA, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, | |
| 0, 0, 0, NA, NA, NA, NA, NA, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, | |
| NA, NA, NA, 60, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, NA, NA, NA, | |
| 0, 0, 0, 0, 0, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, | |
| NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, | |
| NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, | |
| NA, NA, 29, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, | |
| 0, 0, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 0, | |
| 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, NA, NA, | |
| 35, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, NA, NA, NA, NA, NA, | |
| NA, 0, 0, 0, 0, 0, 0, 27, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, | |
| NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 0, 0, 0, 0, 0, 0, | |
| 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, NA, NA, NA, NA, NA, NA, NA, NA, | |
| NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, | |
| NA, NA, NA, 0, 0, 0, 0, NA, NA, NA, NA, 37, 0, 0, 0, 0, 0, 0, | |
| 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, NA, | |
| 0, 0, 0, 0, 0, NA, NA, NA, NA, 27, 0, 0, 0, 0, 0, 0, 0, 0, 0, | |
| 0, 0, 0, 0, NA, NA, NA, 28, 0, 0, 0, 0, 0, 0, NA, NA, NA, NA, | |
| NA, 65, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, | |
| 0, 0, NA, NA, NA, NA, NA, NA, NA, NA, 0, 0, NA, NA, NA, NA, NA, | |
| NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, | |
| NA, NA, NA, NA, NA, NA, NA, NA, NA, 0, 0, 0, 0, 0, 0, 0, 0, 0, | |
| 0, 0, 0, 0, 0, 0, 0, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, | |
| NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 0, 0, 0, | |
| 0, 0, 0, 0, 0, 0, NA, NA, NA, NA, 31, 0, 0, 0, 0, 0, 0, 0, 0, | |
| 0, 0, 0, 0, 0, 0, 0, NA, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, NA, | |
| NA, NA, 29, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, | |
| 0, 0, 0, 0, 0, NA, NA, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, | |
| 0, 0, 0, 0, 0, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, | |
| NA, NA, NA, NA, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, | |
| 0, 0, 0, 0, 0, 0, 0, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, | |
| NA, NA, NA, NA, NA, NA, NA, NA, 0, NA, NA, NA, NA, NA, NA, NA, | |
| NA, NA, NA, NA, NA, NA, NA, NA, 0, 0, 0, 0, 0, 0, 0, 0, NA, NA, | |
| NA, NA, NA, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, | |
| 0, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 0, 0, 0, 0, | |
| 0, 0, 0, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, | |
| NA, 0, 0, 0, 0, 0, 0, 0, 0, NA, NA, NA, NA, NA, NA, NA, NA, NA, | |
| NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, | |
| NA, NA, NA, NA, NA, NA, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, | |
| 0, 0, 0, 0, 0, 0, 0, NA, NA, NA, NA, NA, NA, 27, 0, 0, 0, 0, | |
| 0, 0, 0, 0)), row.names = c(NA, 1000L), class = "data.frame", .Names = c("short_session", | |
| "next_gap")) | |
| diary %>% group_by(short_session) %>% mutate( | |
| next_gap2 = ifelse(next_gap != 0, next_gap, NA_real_) | |
| ) %>% .["next_gap2"] %>% str() | |
| #breaks, yielding | |
| ## Error: incompatible types, expecting a numeric vector | |
| diary %>% group_by(short_session) %>% mutate( | |
| next_gap2 = as.numeric(ifelse(next_gap != 0, next_gap, NA_real_)) | |
| ) %>% .["next_gap2"] %>% str() | |
| # explicit coercion works but should not be necessary | |
| # I assume this is down to groups that turn all NA through the command, but the error message is not very helpful and I doubt this is ever | |
| # the desired behaviour |
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