From: Benjamin Auder Date: Fri, 3 Mar 2017 11:44:20 +0000 (+0100) Subject: toward better ID+coeffs management X-Git-Url: https://git.auder.net/%7B%7B%20asset%28%27mixstore/images/doc/html/R.css?a=commitdiff_plain;h=23844f603a363475e85ed1cb4b8620f139bcffdf;p=epclust.git toward better ID+coeffs management --- diff --git a/epclust/R/computeCoeffs.R b/epclust/R/computeCoeffs.R index 6ca55ee..fca3b91 100644 --- a/epclust/R/computeCoeffs.R +++ b/epclust/R/computeCoeffs.R @@ -27,20 +27,17 @@ computeCoeffs = function(data, index, nb_series_per_chunk, wf) coeffs_chunk } -#NOTE: always keep ID in first column (...? is it good ?!) curvesToCoeffs = function(series, wf) { if (!require(wavelets, quietly=TRUE)) stop("Couldn't load wavelets library") L = length(series[1,]) - D = ceiling( log2(L-1) ) + D = ceiling( log2(L) ) nb_sample_points = 2^D #TODO: parallel::parApply() ?! - res = apply(series, 1, function(x) { - interpolated_curve = spline(1:(L-1), x[2:L], n=nb_sample_points)$y + as.data.frame( apply(series, 1, function(x) { + interpolated_curve = spline(1:L, x, n=nb_sample_points)$y W = wavelets::dwt(interpolated_curve, filter=wf, D)@W - nrj_coeffs = rev( sapply( W, function(v) ( sqrt( sum(v^2) ) ) ) ) - return ( c(x[1], nrj_coeffs) ) - }) - return (as.data.frame(res)) + rev( sapply( W, function(v) ( sqrt( sum(v^2) ) ) ) ) + }) ) } diff --git a/epclust/R/main.R b/epclust/R/main.R index 4159941..f5ad81a 100644 --- a/epclust/R/main.R +++ b/epclust/R/main.R @@ -68,6 +68,7 @@ epclust = function(data, K1, K2, ntasks=1, nb_series_per_chunk=50*K1, min_series # Serialize all wavelets coefficients (+ IDs) onto a file coeffs_file = ".coeffs" + ids_files = ".ids" index = 1 nb_curves = 0 nb_coeffs = NA diff --git a/epclust/R/utils.R b/epclust/R/utils.R index 5c09b56..347c2c6 100644 --- a/epclust/R/utils.R +++ b/epclust/R/utils.R @@ -19,7 +19,7 @@ serialize = function(coeffs, file, append) #TODO: appendCoeffs() en C --> serialize et append to file } -deserialize = function(file, range, serie_length) +deserialize = function(file, range, ncoefs) { #...... #C function (from file name)