9e51f00dc58f7cf87b0c77e7d02270a7ea4e1ea9
[talweg.git] / pkg / R / utils.R
1 #' dateIndexToInteger
2 #'
3 #' Transform a (potential) date index into an integer (relative to data beginning).
4 #'
5 #' @param index Date (or integer) index
6 #' @param data Object of class Data, output of \code{getData()}
7 #'
8 #' @export
9 dateIndexToInteger = function(index, data)
10 {
11 # Works on integers too: trust input
12 if (is.numeric(index))
13 index = as.integer(index)
14 if (is.integer(index))
15 return (index)
16
17 if (inherits(index, "Date") || is.character(index))
18 {
19 tryCatch(indexAsDate <- as.Date(index),
20 error=function(e) stop("Unrecognized index format"))
21 #TODO: tz arg to difftime ?
22 integerIndex <- round( as.numeric(
23 difftime(indexAsDate, as.Date(data$getTime(1)[1])) ) ) + 1
24 if (integerIndex >= 1 && integerIndex <= data$getSize())
25 return (integerIndex)
26 stop("Date outside data range")
27 }
28 stop("Unrecognized index format")
29 }
30
31 #' integerIndexToDate
32 #'
33 #' Transform an integer index (relative to data beginning) into a date index.
34 #'
35 #' @inheritParams dateIndexToInteger
36 #'
37 #' @export
38 integerIndexToDate = function(index, data)
39 {
40 # Works on dates too: trust input
41 if (is.character(index))
42 index = as.Date(index)
43 if (is(index,"Date"))
44 return (index)
45
46 index = index[1]
47 if (is.numeric(index))
48 index = as.integer(index)
49 if (!is.integer(index))
50 stop("'index' should be a date or integer")
51 as.Date( data$getTime(index)[1] )
52 }
53
54 #' getSimilarDaysIndices
55 #'
56 #' Find similar days indices in the past; at least same type of day in the week:
57 #' monday=tuesday=wednesday=thursday != friday != saturday != sunday.
58 #'
59 #' @param index Day index (numeric or date)
60 #' @param data Reference dataset, object output of \code{getData}
61 #' @param limit Maximum number of indices to return
62 #' @param same_season Should the indices correspond to day in same season?
63 #' @param days_in Optional set to intersect with results (NULL to discard)
64 #' @param operational If TRUE: do not look for days after index (operational context)
65 #'
66 #' @export
67 getSimilarDaysIndices = function(index, data, limit, same_season,
68 days_in=NULL, operational=TRUE)
69 {
70 index = dateIndexToInteger(index, data)
71
72 # Look for similar days (optionally in same season)
73 days = c()
74 dt_ref = as.POSIXlt(data$getTime(index)[1]) #first date-time of current day
75 day_ref = dt_ref$wday #1=monday, ..., 6=saturday, 0=sunday
76 month_ref = as.POSIXlt(data$getTime(index)[1])$mon+1 #month in 1...12
77 i = index - 1
78 if (!operational)
79 j = index + 1
80 while (length(days) < min( limit, ifelse(is.null(days_in),Inf,length(days_in)) ))
81 {
82 if (i < 1 && j > data$getSize())
83 break
84 if (i >= 1)
85 {
86 dt = as.POSIXlt(data$getTime(i)[1])
87 if ((is.null(days_in) || i %in% days_in) && .isSameDay(dt$wday, day_ref))
88 {
89 if (!same_season || .isSameSeason(dt$mon+1, month_ref))
90 days = c(days, i)
91 }
92 i = i - 1
93 }
94 if (!operational && j <= data$getSize())
95 {
96 dt = as.POSIXlt(data$getTime(j)[1])
97 if ((is.null(days_in) || j %in% days_in) && .isSameDay(dt$wday, day_ref))
98 {
99 if (!same_season || .isSameSeason(dt$mon+1, month_ref))
100 days = c(days, j)
101 }
102 j = j + 1
103 }
104 }
105 return ( days )
106 }
107
108 # isSameSeason
109 #
110 # Check if two months fall in the same "season" (defined by estimated pollution rate).
111 #
112 # @param month Month index to test
113 # @param month_ref Month to compare to
114 #
115 .isSameSeason = function(month, month_ref)
116 {
117 # if (month_ref == 3) #TODO: same as Bruno (but weird)
118 # return (month %in% c(2,3,4,9,10))
119 if (month_ref %in% c(11,12,1,2)) #~= mid-polluted
120 return (month %in% c(11,12,1,2))
121 if (month_ref %in% c(3,4,9,10)) #~= high-polluted
122 return (month %in% c(3,4,9,10))
123 return (month %in% c(5,6,7,8)) #~= non polluted
124 }
125
126 # isSameDay
127 #
128 # Monday=Tuesday=Wednesday=Thursday ; Friday, Saturday, Sunday: specials.
129 #
130 # @param day Day index to test
131 # @param day_ref Day index to compare to
132 #
133 .isSameDay = function(day, day_ref)
134 {
135 if (day_ref %in% 1:4)
136 return (day %in% 1:4)
137 return (day == day_ref)
138 }
139
140 # getNoNA2
141 #
142 # Get indices in data of no-NA series preceded by no-NA, within [first,last] range.
143 #
144 # @inheritParams dateIndexToInteger
145 # @param first First index (included)
146 # @param last Last index (included)
147 #
148 .getNoNA2 = function(data, first, last)
149 {
150 (first:last)[ sapply(first:last, function(i)
151 !any( is.na(data$getSerie(i-1)) | is.na(data$getSerie(i)) )
152 ) ]
153 }