X-Git-Url: https://git.gag.com/?p=fw%2Faltos;a=blobdiff_plain;f=altoslib%2FAltosTimeSeries.java;h=75225e1558d236ae45bdd34e72509fcce48905ab;hp=1d3d9a6c5185878fb6400412f400c23d2a831581;hb=fab890328d4e1151932621a317226bc291b853da;hpb=f26cfe417c6977cf1e7e75a4f050e25f64d41859 diff --git a/altoslib/AltosTimeSeries.java b/altoslib/AltosTimeSeries.java index 1d3d9a6c..75225e15 100644 --- a/altoslib/AltosTimeSeries.java +++ b/altoslib/AltosTimeSeries.java @@ -12,19 +12,38 @@ * General Public License for more details. */ -package org.altusmetrum.altoslib_11; +package org.altusmetrum.altoslib_13; import java.util.*; -public class AltosTimeSeries implements Iterable { - public String label; - public AltosUnits units; - List values; +public class AltosTimeSeries implements Iterable, Comparable { + public String label; + public AltosUnits units; + ArrayList values; + boolean data_changed; + + public int compareTo(AltosTimeSeries other) { + return label.compareTo(other.label); + } public void add(AltosTimeValue tv) { + data_changed = true; values.add(tv); } + public void erase_values() { + data_changed = true; + this.values = new ArrayList(); + } + + public void clear_changed() { + data_changed = false; + } + +// public boolean changed() { +// return data_changed; +// } + public void add(double time, double value) { add(new AltosTimeValue(time, value)); } @@ -33,6 +52,74 @@ public class AltosTimeSeries implements Iterable { return values.get(i); } + private double lerp(AltosTimeValue v0, AltosTimeValue v1, double t) { + /* degenerate case */ + if (v0.time == v1.time) + return (v0.value + v1.value) / 2; + + return (v0.value * (v1.time - t) + v1.value * (t - v0.time)) / (v1.time - v0.time); + } + + private int after_index(double time) { + int lo = 0; + int hi = values.size() - 1; + + while (lo <= hi) { + int mid = (lo + hi) / 2; + + if (values.get(mid).time < time) + lo = mid + 1; + else + hi = mid - 1; + } + return lo; + } + + /* Compute a value for an arbitrary time */ + public double value(double time) { + int after = after_index(time); + double ret; + + if (after == 0) + ret = values.get(0).value; + else if (after == values.size()) + ret = values.get(after - 1).value; + else { + AltosTimeValue b = values.get(after-1); + AltosTimeValue a = values.get(after); + ret = lerp(b, a, time); + } + return ret; + } + + /* Find the value just before an arbitrary time */ + public double value_before(double time) { + int after = after_index(time); + + if (after == 0) + return values.get(0).value; + return values.get(after-1).value; + } + + /* Find the value just after an arbitrary time */ + public double value_after(double time) { + int after = after_index(time); + + if (after == values.size()) + return values.get(after-1).value; + return values.get(after).value; + } + + public double time_of(double value) { + double last = AltosLib.MISSING; + for (AltosTimeValue v : values) { + if (v.value >= value) + return v.time; + last = v.time; + } + return last; + } + public int size() { return values.size(); } @@ -41,24 +128,90 @@ public class AltosTimeSeries implements Iterable { return values.iterator(); } - public double max() { - double max = AltosLib.MISSING; + public AltosTimeValue max() { + AltosTimeValue max = null; + for (AltosTimeValue tv : values) + if (max == null || tv.value > max.value) + max = tv; + return max; + } + + public AltosTimeValue max(double start_time, double end_time) { + AltosTimeValue max = null; for (AltosTimeValue tv : values) { - if (max == AltosLib.MISSING || tv.value > max) - max = tv.value; + if (start_time <= tv.time && tv.time <= end_time) + if (max == null || tv.value > max.value) + max = tv; } return max; } - public double min() { - double min = AltosLib.MISSING; + public AltosTimeValue min() { + AltosTimeValue min = null; + for (AltosTimeValue tv : values) { + if (min == null || tv.value < min.value) + min = tv; + } + return min; + } + + public AltosTimeValue min(double start_time, double end_time) { + AltosTimeValue min = null; for (AltosTimeValue tv : values) { - if (min == AltosLib.MISSING || tv.value < min) - min = tv.value; + if (start_time <= tv.time && tv.time <= end_time) + if (min == null || tv.value < min.value) + min = tv; } return min; } + public AltosTimeValue first() { + if (values.size() > 0) + return values.get(0); + return null; + } + + public AltosTimeValue last() { + if (values.size() > 0) + return values.get(values.size() - 1); + return null; + } + + public double average() { + double total_value = 0; + double total_time = 0; + AltosTimeValue prev = null; + for (AltosTimeValue tv : values) { + if (prev != null) { + total_value += (tv.value + prev.value) / 2 * (tv.time - prev.time); + total_time += (tv.time - prev.time); + } + prev = tv; + } + if (total_time == 0) + return AltosLib.MISSING; + return total_value / total_time; + } + + public double average(double start_time, double end_time) { + double total_value = 0; + double total_time = 0; + AltosTimeValue prev = null; + for (AltosTimeValue tv : values) { + if (start_time <= tv.time && tv.time <= end_time) { + if (prev != null) { + total_value += (tv.value + prev.value) / 2 * (tv.time - start_time); + total_time += (tv.time - start_time); + } + start_time = tv.time; + } + prev = tv; + } + if (total_time == 0) + return AltosLib.MISSING; + return total_value / total_time; + } + public AltosTimeSeries integrate(AltosTimeSeries integral) { double value = 0.0; double pvalue = 0.0; @@ -74,7 +227,6 @@ public class AltosTimeSeries implements Iterable { } pvalue = v.value; time = v.time; -// System.out.printf("%g %g %g\n", time, v.value, value); integral.add(time, value); } @@ -127,14 +279,35 @@ public class AltosTimeSeries implements Iterable { } - private double filter_coeff(double dist, double width) { - double ratio = dist / (width / 2); + private static double i0(double x) { + double ds = 1, d = 0, s = 0; - return Math.cos(ratio * Math.PI / 2); + do { + d += 2; + ds = ds * (x * x) / (d * d); + s += ds; + } while (ds - 0.2e-8 * s > 0); + return s; + } + + private static double kaiser(double n, double m, double beta) { + double alpha = m / 2; + double t = (n - alpha) / alpha; + + if (t > 1 || t < -1) + t = 1; + double k = i0 (beta * Math.sqrt (1 - t*t)) / i0(beta); + return k; + } + + private double filter_coeff(double dist, double width) { + return kaiser(dist + width/2.0, width, 2 * Math.PI); } public AltosTimeSeries filter(AltosTimeSeries f, double width) { + double half_width = width/2; + int half_point = values.size() / 2; for (int i = 0; i < values.size(); i++) { double center_time = values.get(i).time; double left_time = center_time - half_width; @@ -144,13 +317,20 @@ public class AltosTimeSeries implements Iterable { int left = find_left(i, half_width); int right = find_right(i, half_width); + for (int j = left; j <= right; j++) { double j_time = values.get(j).time; if (left_time <= j_time && j_time <= right_time) { - double coeff = filter_coeff(j_time - center_time, width); + double j_left = j == left ? left_time : values.get(j-1).time; + double j_right = j == right ? right_time : values.get(j+1).time; + double interval = (j_right - j_left) / 2.0; + double coeff = filter_coeff(j_time - center_time, width) * interval; + double value = values.get(j).value; + double partial = value * coeff; + total_coeff += coeff; - total_value += coeff * values.get(j).value; + total_value += partial; } } if (total_coeff != 0.0)