python - Remove peak lines -


i have data file in save datetime, ph, , temperature. once in while, temperature misses 1 digit shown below:

12-08-2017_14:52:21 temp: 28.9 ph: 7.670 12-08-2017_14:52:42 temp: 28.9 ph: 7.672 12-08-2017_14:53:03 temp: 28.9 ph: 7.672 12-08-2017_14:53:24 temp: 8.91 ph: 7.667 12-08-2017_14:53:45 temp: 28.9 ph: 7.667 12-08-2017_14:54:06 temp: 28.9 ph: 7.669 12-08-2017_14:54:27 temp: 28.9 ph: 7.671

i'd remove whole line error. i've found solutions this, don't understand how implement in python. there specific way should it, either in python or bash?

it depends lot on behavior desire , complexity of solution required. data posted, can try computing difference last measurement , rejecting measurements have difference on threshold degrees previous one. quick , dirty example of this:

threshold = 10 lasttemp = none  while true:     line = raw_input().split()     temp = float(line[2])      if not lasttemp:        lasttemp = temp      if abs(temp - lasttemp) > threshold:        continue      # process line here     print line

this skips lines measurements 10 degrees difference previous one. suitable if measurements taken @ small enough intervals , no large temperature changes expected.

a small improvement on consider last few measurements, compute prediction next measurement (if 2 considered, derivative - more points bit more complicated approaches required), reject if value far away prediction. alternatively, more complex statistical approaches can used.


Comments

Post a Comment

Popular posts from this blog

android - InAppBilling registering BroadcastReceiver in AndroidManifest -

i'm implementing inapp billing in android app. works well, however, i'm trying decouple broadcast receiver activity manifest. suggestion in android's trivialdrive sample: // important: dynamically register broadcast messages updated purchases. // register receiver here instead of <receiver> in manifest // because call getpurchases() @ startup, therefore can ignore // broadcasts sent while app isn't running. // note: registering listener in activity bad idea, done here // because sample. regardless, receiver must registered after // iabhelper setup, before first call getpurchases(). currently there's class extends broadcastreceiver : public class iabbroadcastreceiver extends broadcastreceiver { /** * intent action receiver should filter for. */ public static final string action = "com.android.vending.billing.purchases_updated"; private final iabbroadcastlistener mlistener; public iabbroadcastreceiver(iabbroadcastlistener listener) { m...
Read more

python Tkinter Capturing keyboard events save as one single string -

is possible store keyboard events 1 string? code below stores 1 char , prints it. card reader or bar code reader, contains collection of character/ string not 1 character @ time. goal save char pressed text variable. from tkinter import * root = tk() def key(event): text= event.char text+= event.char print ("pressed", text) def callback(event): frame.focus_set() print ("clicked at", event.x, event.y) frame = frame(root, width=100, height=100) frame.bind("<key>", key) frame.bind("<button-1>", callback) frame.pack() root.mainloop() currently, creating text variable , everytime key() function gets called, , text stores last character typed. you can define text module level variable , , use module level text inside key function - text = '' def key(event): global text text+= event.char print("pressed", text)
Read more

sql server - Why does Linq-to-SQL add unnecessary COUNT()? -

here tables: create table customer ( cid int primary key, name varchar(32) ) create table ord ( oid int primary key, cid int foreign key references customer, address varchar(20) ) here's linq-to-sql statement: var aaa = c in db.customer select new { c, o = c.ord.tolist() }; and here's inexplicable query generated linq-to-sql: select [t0].[cid] [cid], [t0].[name] [name], [t1].[oid] [oid], [t1].[cid] [cid2], [t1].[address] [address], (select count(*) [dbo].[ord] [t2] [t2].[cid] = [t0].[cid]) [value] [dbo].[customer] [t0] left outer join [dbo].[ord] [t1] on [t1].[cid] = [t0].[cid] order [t0].[cid], [t1].[oid] i want understand how rid of count(*) part. it's entirely uncalled for! linq needs count(*) in order determine number of entries returned o = c.ord.tolist() .
Read more