// Copyright (C) 2015-2017 Mikael Berthe <mikael@lilotux.net>. All rights reserved.
// Use of this source code is governed by the MIT license,
// which can be found in the LICENSE file.
//
// Thanks to atbrask's blog post <http://www.atbrask.dk/?p=98> for the
// protocol details.
// gobm65 is a Beurer BM65 Blood Pressure Monitor CLI reader.
package main
// Installation:
//
// % go get hg.lilotux.net/golang/mikael/gobm65
//
// Examples:
//
// Get help:
// % gobm65 --help
//
// Get records and display the average:
// % gobm65 --average
// ... display more statistics:
// % gobm65 --stats
// ... also display World Health Organization classification:
// % gobm65 --stats --class
//
// Display the latest 3 records with the average:
// % gobm65 -l 3 --average
// Display all records since a specific date:
// % gobm65 --since "2016-06-01"
// Display all records before a specific date:
// % gobm65 --to-date "2016-06-30"
// Display all records of the last 7 days:
// % gobm65 --since "$(date "+%F" -d "7 days ago")"
//
// Display statistics for morning records:
// % gobm65 --from-time 06:00 --to-time 12:00 --stats
// One can invert times to get night data:
// % gobm65 --from-time 21:00 --to-time 09:00
//
// Display the last/first 10 records in JSON:
// % gobm65 -l 10 --format json
//
// Save the records to a JSON file:
// % gobm65 -o data_u2.json
//
// Read a JSON file and display average of the last 3 records:
// % gobm65 -i data_u2.json -l 3 --average
// % gobm65 -i data_u2.json -l 3 --stats
// Read a JSON file, merge with device records, and save to another file:
// % gobm65 -i data_u2.json --merge -o data_u2-new.json
//
// Data from several JSON files can be merged, files are separated with a ';':
// % gobm65 -i "data_u0.json;data_u1.json;data_u2.json"
import (
"encoding/json"
"fmt"
"io"
"io/ioutil"
"log"
"math"
"os"
"sort"
"strings"
"time"
flag "github.com/docker/docker/pkg/mflag"
"github.com/tarm/serial"
)
type measurement struct {
Header int
Systolic int
Diastolic int
Pulse int
Month int
Day int
Hour int
Minute int
Year int
}
type simpleTime struct {
hour, minute int
}
// World Heath Organization blood pressure classification
const (
BPOptimal = iota // < 120,80: Optimal
BPNormal // < 130,85: Normal
BPHighNormal // < 140,90: High-Normal
BPMildHypertension // < 160,100: Grade 1 Mild Hypertension
BPModerateHypertension // < 180,110: Grade 2 Moderate Hypertension
BPSevereHypertension // >=180,110: Grade 3 Severe Hypertension
)
// Special cases that do not fit in the previous classification
const (
// >=140, <90: Isolated Systolic Hypertension
IsolatedSystolicHypertension = 1
)
// WHOPressureClassification contains the World Health Organization blood
// pressure categories
var WHOPressureClassification = []string{
"Optimal",
"Normal",
"High-Normal",
"Mild Hypertension",
"Moderate Hypertension",
"Severe Hypertension",
}
// WHOPressureFlag is an array of special cases
var WHOPressureFlag = []string{
"",
"Isolated Systolic Hypertension",
}
func getData(s io.ReadWriteCloser, buf []byte, size int) (int, error) {
t := 0
b := buf
for t < size {
n, err := s.Read(b[t:])
if err != nil {
log.Fatal(err) // XXX
return t, err
}
//log.Printf("(%d bytes) %q\n", n, b[t:t+1])
t = t + n
}
return t, nil
}
func fetchData(dev string) (items []measurement, err error) {
c := &serial.Config{Name: dev, Baud: 4800}
var s *serial.Port
s, err = serial.OpenPort(c)
if err != nil {
return items, err
}
// =================== Handshake =====================
q := []byte("\xaa")
//log.Printf("Query: %q\n", q)
log.Println("Starting handshake...")
n, err := s.Write(q)
if err != nil {
return items, err
}
buf := make([]byte, 128)
n, err = getData(s, buf, 1)
if err != nil {
return items, err
}
if n == 1 && buf[0] == '\x55' {
log.Println("Handshake successful.")
} else {
log.Printf("(%d bytes) %q\n", n, buf[:n])
s.Close()
return items, fmt.Errorf("handshake failed")
}
// =================== Desc =====================
q = []byte("\xa4")
//log.Printf("Query: %q\n", q)
log.Println("Requesting device description...")
n, err = s.Write(q)
if err != nil {
return items, err
}
n, err = getData(s, buf, 32)
log.Printf("DESC> %q\n", buf[:n])
// =================== Count =====================
q = []byte("\xa2")
//log.Printf("Query: %q\n", q)
log.Println("Requesting data counter...")
n, err = s.Write(q)
if err != nil {
return items, err
}
n, err = getData(s, buf, 1)
if err != nil {
return items, err
}
var nRecords int
if n == 1 {
log.Printf("%d item(s) available.", buf[0])
nRecords = int(buf[0])
} else {
log.Printf("(%d bytes) %q\n", n, buf[:n])
return items, fmt.Errorf("no measurement found")
}
// =================== Records =====================
for i := 0; i < nRecords; i++ {
q = []byte{'\xa3', uint8(i + 1)}
//log.Printf("Query: %q\n", q)
//log.Printf("Requesting measurement %d...", i+1)
n, err = s.Write(q)
if err != nil {
return items, err
}
n, err = getData(s, buf, 9)
//log.Printf("DESC> %q\n", buf[:n])
var data measurement
data.Header = int(buf[0])
data.Systolic = int(buf[1]) + 25
data.Diastolic = int(buf[2]) + 25
data.Pulse = int(buf[3])
data.Month = int(buf[4])
data.Day = int(buf[5])
data.Hour = int(buf[6])
data.Minute = int(buf[7])
data.Year = int(buf[8]) + 2000
items = append(items, data)
}
s.Close()
return mergeItems(items, []measurement{}), nil
}
func loadFromJSONFile(filename string) (items []measurement, err error) {
data, err := ioutil.ReadFile(filename)
if err != nil {
return items, err
}
err = json.Unmarshal(data, &items)
return items, err
}
func loadFromJSONFiles(files string) (items []measurement, err error) {
filenames := strings.Split(files, ";")
for _, f := range filenames {
if f == "" {
continue
}
records, err := loadFromJSONFile(f)
if err != nil {
return items, err
}
items = mergeItems(records, items)
}
return
}
func mergeItems(newItems, oldItems []measurement) []measurement {
var result []measurement
// Sort method: isLater returns true if mi's date is later or
// equal to mj's date.
isLater := func(mi, mj measurement) bool {
switch {
case mi.Year < mj.Year:
return false
case mi.Year > mj.Year:
return true
case mi.Month < mj.Month:
return false
case mi.Month > mj.Month:
return true
case mi.Day < mj.Day:
return false
case mi.Day > mj.Day:
return true
case mi.Hour < mj.Hour:
return false
case mi.Hour > mj.Hour:
return true
case mi.Minute < mj.Minute:
return false
default:
return true
}
}
// Note that sort.Slice was introduced in go 1.8
sort.Slice(oldItems, func(i, j int) bool {
return isLater(oldItems[i], oldItems[j])
})
sort.Slice(newItems, func(i, j int) bool {
return isLater(newItems[i], newItems[j])
})
// insertIfMissing inserts a measurement into a sorted slice
insertIfMissing := func(l []measurement, m measurement) []measurement {
var later bool
var i int
for i = range l {
later = isLater(l[i], m)
if !later {
break
}
if l[i] == m { // Duplicate
return l
}
}
if later {
return append(l, m)
}
return append(l[:i], append([]measurement{m}, l[i:]...)...)
}
for _, item := range newItems {
result = insertIfMissing(result, item)
}
for _, item := range oldItems {
result = insertIfMissing(result, item)
}
return result
}
func parseDate(dateStr string) (date time.Time, err error) {
if dateStr == "" {
return
}
var yy, mm, dd, h, m, s int
n, e := fmt.Sscanf(dateStr, "%d-%d-%d %d:%d:%d", &yy, &mm, &dd, &h, &m, &s)
if e != nil && n < 3 {
err = e
return
}
if n < 6 {
log.Printf("Date parsed with only %d fields\n", n)
}
date = time.Date(yy, time.Month(mm), dd, h, m, s, 0, time.Local)
return
}
func parseTime(timeStr string) (t simpleTime, err error) {
_, err = fmt.Sscanf(timeStr, "%d:%d", &t.hour, &t.minute)
return
}
func average(items []measurement) (measurement, error) {
var avgMeasure measurement
var avgCount int
for _, data := range items {
avgMeasure.Systolic += data.Systolic
avgMeasure.Diastolic += data.Diastolic
avgMeasure.Pulse += data.Pulse
avgCount++
}
roundDivision := func(a, b int) int {
return int(0.5 + float64(a)/float64(b))
}
if avgCount == 0 {
return avgMeasure, fmt.Errorf("cannot compute average: empty set")
}
avgMeasure.Systolic = roundDivision(avgMeasure.Systolic, avgCount)
avgMeasure.Diastolic = roundDivision(avgMeasure.Diastolic, avgCount)
avgMeasure.Pulse = roundDivision(avgMeasure.Pulse, avgCount)
return avgMeasure, nil
}
func intMedian(numbers []int) int {
middle := len(numbers) / 2
med := numbers[middle]
if len(numbers)%2 == 0 {
med = (med + numbers[middle-1]) / 2
}
return med
}
func median(items []measurement) (measurement, error) {
var med measurement
if len(items) == 0 {
return med, fmt.Errorf("cannot compute average: empty set")
}
var sys, dia, pul []int
for _, data := range items {
sys = append(sys, data.Systolic)
dia = append(dia, data.Diastolic)
pul = append(pul, data.Pulse)
}
sort.Ints(sys)
sort.Ints(dia)
sort.Ints(pul)
med.Systolic = intMedian(sys)
med.Diastolic = intMedian(dia)
med.Pulse = intMedian(pul)
return med, nil
}
func stdDeviation(items []measurement) (measurement, error) {
var sDev measurement
if len(items) <= 1 {
return sDev, fmt.Errorf("cannot compute deviation: set too small")
}
var sumSys, sumDia, sumPul float64
avg, err := average(items)
if err != nil {
return sDev, err
}
for _, data := range items {
sumSys += math.Pow(float64(data.Systolic-avg.Systolic), 2)
sumDia += math.Pow(float64(data.Diastolic-avg.Diastolic), 2)
sumPul += math.Pow(float64(data.Pulse-avg.Pulse), 2)
}
sDev.Systolic = int(math.Sqrt(sumSys / float64(len(items))))
sDev.Diastolic = int(math.Sqrt(sumDia / float64(len(items))))
sDev.Pulse = int(math.Sqrt(sumPul / float64(len(items))))
return sDev, nil
}
// avgAbsoluteDeviation computes the average absolute deviation (or Mean
// Absolute Deviation) of the measurement set
func avgAbsoluteDeviation(items []measurement) (measurement, error) {
var dev measurement
if len(items) <= 1 {
return dev, fmt.Errorf("cannot compute deviation: set too small")
}
var sumSys, sumDia, sumPul float64
avg, err := average(items)
if err != nil {
return dev, err
}
for _, data := range items {
sumSys += math.Abs(float64(data.Systolic - avg.Systolic))
sumDia += math.Abs(float64(data.Diastolic - avg.Diastolic))
sumPul += math.Abs(float64(data.Pulse - avg.Pulse))
}
dev.Systolic = int(sumSys / float64(len(items)))
dev.Diastolic = int(sumDia / float64(len(items)))
dev.Pulse = int(sumPul / float64(len(items)))
return dev, nil
}
func (m measurement) WHOClass() (int, int) {
flag := 0
if m.Systolic >= 140 && m.Diastolic < 90 {
flag = IsolatedSystolicHypertension
}
switch {
case m.Systolic < 120 && m.Diastolic < 80:
return BPOptimal, flag
case m.Systolic < 130 && m.Diastolic < 85:
return BPNormal, flag
case m.Systolic < 140 && m.Diastolic < 90:
return BPHighNormal, flag
case m.Systolic < 160 && m.Diastolic < 100:
return BPMildHypertension, flag
case m.Systolic < 180 && m.Diastolic < 110:
return BPModerateHypertension, flag
}
return BPSevereHypertension, flag
}
func (m measurement) WHOClassString() string {
flagStr := ""
class, flag := m.WHOClass()
if flag == IsolatedSystolicHypertension {
flagStr = " (" + WHOPressureFlag[flag] + ")"
}
return WHOPressureClassification[class] + flagStr
}
func displayWHOClassStats(items []measurement) {
sum := 0.0
classes := make(map[int]int)
for _, m := range items {
s, flag := m.WHOClass()
classes[s]++
sum += float64(s)
if flag == IsolatedSystolicHypertension {
sum += 0.5
}
}
avg := sum / float64(len(items))
fmt.Fprintf(os.Stderr, "Average WHO classification: %s (%.2f)\n",
WHOPressureClassification[int(0.5+avg)], avg)
for c := range WHOPressureClassification {
fmt.Fprintf(os.Stderr, " . %21s: %3d (%d%%)\n",
WHOPressureClassification[c], classes[c],
classes[c]*100/len(items))
}
}
func main() {
inFile := flag.String([]string{"-input-file", "i"}, "", "Input JSON file")
outFile := flag.String([]string{"-output-file", "o"}, "", "Output JSON file")
limit := flag.Uint([]string{"-limit", "l"}, 0, "Limit number of items to N first")
toDate := flag.String([]string{"-to-date"}, "",
"Filter records before date (YYYY-mm-dd HH:MM:SS)")
fromDate := flag.String([]string{"-from-date", "-since"}, "",
"Filter records from date (YYYY-mm-dd HH:MM:SS)")
format := flag.String([]string{"-format", "f"}, "", "Output format (csv, json)")
avg := flag.Bool([]string{"-average", "a"}, false, "Compute average")
stats := flag.Bool([]string{"-stats"}, false, "Compute statistics")
whoClass := flag.Bool([]string{"-class", "c"}, false, "Display WHO classification")
merge := flag.Bool([]string{"-merge", "m"}, false,
"Try to merge input JSON file with fetched data")
device := flag.String([]string{"-device", "d"}, "/dev/ttyUSB0", "Serial device")
fromTime := flag.String([]string{"-from-time"}, "", "Select records after time (HH:MM)")
toTime := flag.String([]string{"-to-time"}, "", "Select records bofore time (HH:MM)")
var startTime, endTime simpleTime
flag.Parse()
switch *format {
case "":
if *outFile == "" {
*format = "csv"
}
break
case "json", "csv":
break
default:
log.Fatal("Unknown output format. Possible choices are csv, json.")
}
if *fromTime != "" {
if t, err := parseTime(*fromTime); err != nil {
log.Fatal("Cannot parse 'from' time: ", err)
} else {
startTime = t
}
}
if *toTime != "" {
if t, err := parseTime(*toTime); err != nil {
log.Fatal("Cannot parse 'to' time: ", err)
} else {
endTime = t
}
}
startDate, err := parseDate(*fromDate)
if err != nil {
log.Fatal("Could not parse date: ", err)
}
endDate, err := parseDate(*toDate)
if err != nil {
log.Fatal("Could not parse date: ", err)
}
var items []measurement
// Read data
if *inFile == "" {
// Read from device
if items, err = fetchData(*device); err != nil {
log.Fatal(err)
}
} else {
// Read from file
var fileItems []measurement
if fileItems, err = loadFromJSONFiles(*inFile); err != nil {
log.Fatal(err)
}
if *merge {
if items, err = fetchData(*device); err != nil {
log.Fatal(err)
}
items = mergeItems(items, fileItems)
} else {
items = fileItems
}
}
// Apply filters
if !startDate.IsZero() {
log.Printf("Filtering out records before %v...\n", startDate)
for i := range items {
iDate := time.Date(items[i].Year, time.Month(items[i].Month),
items[i].Day, items[i].Hour, items[i].Minute, 0, 0,
time.Local)
if iDate.Sub(startDate) < 0 {
items = items[0:i]
break
}
}
}
if !endDate.IsZero() {
log.Printf("Filtering out records after %v...\n", endDate)
for i := range items {
iDate := time.Date(items[i].Year, time.Month(items[i].Month),
items[i].Day, items[i].Hour, items[i].Minute, 0, 0,
time.Local)
if iDate.Sub(endDate) <= 0 {
items = items[i:]
break
}
}
}
if *fromTime != "" || *toTime != "" {
log.Println("Filtering hours...")
compare := func(m measurement, t simpleTime) int {
if m.Hour*60+m.Minute < t.hour*60+t.minute {
return -1
}
if m.Hour*60+m.Minute > t.hour*60+t.minute {
return 1
}
return 0
}
inv := false
if *fromTime != "" && *toTime != "" &&
startTime.hour*60+startTime.minute > endTime.hour*60+endTime.minute {
inv = true
}
var newItems []measurement
for _, data := range items {
if inv {
if compare(data, startTime) == -1 && compare(data, endTime) == 1 {
continue
}
newItems = append(newItems, data)
continue
}
if *fromTime != "" && compare(data, startTime) == -1 {
continue
}
if *toTime != "" && compare(data, endTime) == 1 {
continue
}
newItems = append(newItems, data)
}
items = newItems
}
if *limit > 0 && len(items) > int(*limit) {
items = items[0:*limit]
}
// Done with filtering
if *format == "csv" {
for i, data := range items {
fmt.Printf("%d;%x;%d-%02d-%02d %02d:%02d;%d;%d;%d",
i+1, data.Header,
data.Year, data.Month, data.Day,
data.Hour, data.Minute,
data.Systolic, data.Diastolic, data.Pulse)
if *whoClass {
fmt.Printf(";%s", data.WHOClassString())
}
fmt.Println()
}
}
if *stats {
*avg = true
}
if *avg && len(items) > 0 {
avgMeasure, err := average(items)
if err != nil {
log.Println("Error:", err)
} else {
fmt.Fprintf(os.Stderr, "Average: %d;%d;%d",
avgMeasure.Systolic, avgMeasure.Diastolic,
avgMeasure.Pulse)
if *whoClass {
fmt.Fprintf(os.Stderr, " [%s]",
avgMeasure.WHOClassString())
}
fmt.Fprintln(os.Stderr)
}
}
if *stats && len(items) > 1 {
d, err := stdDeviation(items)
if err != nil {
log.Println("Error:", err)
} else {
fmt.Fprintf(os.Stderr, "Standard deviation: %d;%d;%d\n",
d.Systolic, d.Diastolic, d.Pulse)
}
d, err = avgAbsoluteDeviation(items)
if err != nil {
log.Println("Error:", err)
} else {
fmt.Fprintf(os.Stderr, "Average absolute deviation: %d;%d;%d\n",
d.Systolic, d.Diastolic, d.Pulse)
}
}
if *stats && len(items) > 0 {
m, err := median(items)
if err != nil {
log.Println("Error:", err)
} else {
fmt.Fprintf(os.Stderr, "Median values: %d;%d;%d",
m.Systolic, m.Diastolic, m.Pulse)
if *whoClass {
fmt.Fprintf(os.Stderr, " [%s]", m.WHOClassString())
}
fmt.Fprintln(os.Stderr)
}
if *whoClass {
displayWHOClassStats(items)
}
}
if *format == "json" || *outFile != "" {
rawJSON, err := json.MarshalIndent(items, "", " ")
if err != nil {
log.Fatal("Error:", err)
}
if *format == "json" {
fmt.Println(string(rawJSON))
}
if *outFile != "" {
err = ioutil.WriteFile(*outFile, rawJSON, 0600)
if err != nil {
log.Println("Could not write output file:", err)
}
}
}
}