Problem with data from MQTT feed seeming to be "lost"

Emoncms
1

I hope I’m putting this query in the rignt place.

I’ve got some data coming in to Emoncms from some temperature sensors. I’m just at the stage of checking/calibrating them, so I’ve got them all hooked up to the same remote sensor, and then dumping data into Emoncms via MQTT/Node Red/MQTT again (all the same Emonpi MQTT broker).

The data appears to be arriving ok as inputs, and then setup as feeds. However, after a while, some of the data appears to be forgotten, leading to graphs like this one:

image
image1127×570 61.8 KB

The data looks like this:


"Unix timestamp", "test:Temperature1_D577C60264FF", "test:Temperature1_3C41F649D7BE", "test:Temperature1_3CF9F649B585", "test:Temperature1_3C79F6482613"
1654504290, 18.6, 19.0, 19.2, 18.4
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1654504380, 18.6, 19.0, 19.2, 18.4
1654504410, 18.5, 19.0, 19.2, 18.3
1654504440, 18.6, 19.0, 19.2, 18.4
1654504470, 18.6, 19.0, 19.2, 18.4
1654504500, null, null, null, null
1654504530, null, null, null, null
1654504560, null, null, null, null
1654504590, null, null, null, null
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1654518750, 19.6, null, null, null
1654518780, 19.6, null, null, null
1654518810, 19.6, null, null, null
1654518840, 19.6, null, null, null
1654518870, 19.6, null, null, null
1654518900, 19.6, null, null, null
1654518930, 19.6, null, null, null
1654518960, 19.6, null, null, null
1654518990, 19.6, null, null, null
1654519020, 19.6, null, null, null
1654519050, 19.6, null, null, null
1654519080, 19.6, null, null, null
1654519110, 19.6, null, null, null
1654519140, 19.7, null, null, null
1654519170, 19.7, null, null, null
1654519200, 19.7, null, null, null
1654519230, 19.7, null, null, null
1654519260, 19.7, null, null, null
1654519290, 19.7, null, null, null
1654519320, 19.7, null, null, null
1654519350, 19.7, null, null, null
1654519380, 19.7, null, null, null
1654519410, 19.7, null, null, null
1654519440, 19.7, null, null, null
1654519470, 19.7, null, null, null
1654519500, 19.7, null, null, null
1654519530, 19.7, null, null, null
1654519560, 19.7, null, null, null
1654519590, 19.8, null, null, null
1654519620, 19.8, null, null, null
1654519650, 19.8, null, null, null
1654519680, 19.8, null, null, null
1654519710, 19.8, null, null, null
1654519740, 19.8, null, null, null
1654519770, 19.8, null, null, null
1654519800, 19.8, null, null, null
1654519830, 19.8, null, null, null
1654519860, 19.8, null, null, null
1654519890, 19.8, null, null, null
1654519920, 19.8, null, null, null
1654519950, 19.8, null, null, null
1654519980, 19.8, null, null, null
1654520010, null, null, null, null
1654520040, null, null, null, null
1654520070, null, null, null, null
1654520100, null, null, null, null
1654520130, null, null, null, null
1654520160, null, null, null, null
1654520190, null, null, null, null
1654520220, null, null, null, null
1654520250, null, null, null, null
1654520280, 19.8, null, null, null
1654520310, 19.8, null, null, null
1654520340, 19.8, null, null, null
1654520370, 19.8, null, null, null
1654520400, 19.8, null, null, null
1654520430, 19.8, null, null, null
1654520460, 19.9, null, null, null
1654520490, 19.8, null, null, null
1654520520, 19.9, null, null, null
1654520550, 19.8, null, null, null
1654520580, 19.8, 19.9, 20.1, 19.6
1654520610, 19.8, null, null, null
1654520640, 19.8, null, null, null
1654520670, 19.8, null, null, null
1654520700, 19.8, null, null, null
1654520730, 19.8, null, null, null
1654520760, 19.8, null, null, null
1654520790, 19.8, null, null, null
1654520820, 19.8, null, null, null
1654520850, 19.8, null, null, null
1654520880, 19.8, null, null, null
1654520910, 19.8, null, null, null
1654520940, 19.8, null, null, null
1654520970, 19.8, null, null, null
1654521000, 19.8, null, null, null
1654521030, 19.8, null, null, null
1654521060, 19.7, null, null, null
1654521090, 19.7, null, null, null
1654521120, 19.7, null, null, null
1654521150, 19.8, null, null, null
1654521180, 19.7, null, null, null
1654521210, 19.7, null, null, null
1654521240, 19.7, null, null, null
1654521270, 19.7, null, null, null
1654521300, 19.7, null, null, null
1654521330, 19.7, null, null, null
1654521360, 19.7, null, null, null
1654521390, 19.7, null, null, null
1654521420, 19.7, null, null, null
1654521450, 19.7, null, null, null
1654521480, 19.7, null, null, null
1654521510, 19.6, null, null, null
1654521540, 19.6, null, null, null
1654521570, 19.7, null, null, null
1654521600, 19.6, null, null, null
1654521630, 19.6, null, null, null
1654521660, 19.6, null, null, null
1654521690, 19.6, null, null, null
1654521720, 19.6, null, null, null
1654521750, 19.6, null, null, null
1654521780, 19.6, null, null, null
1654521810, 19.6, null, null, null
1654521840, 19.6, null, null, null
1654521870, 19.6, null, null, null
1654521900, 19.6, null, null, null
1654521930, 19.6, null, null, null
1654521960, 19.6, null, null, null
1654521990, 19.6, null, null, null
1654522020, 19.6, null, null, null
1654522050, 19.6, null, null, null
1654522080, 19.6, null, null, null
1654522110, 19.6, null, null, null
1654522140, 19.6, null, null, null
1654522170, 19.6, null, null, null
1654522200, 19.6, null, null, null
1654522230, 19.6, null, null, null
1654522260, 19.6, null, null, null
1654522290, 19.6, null, null, null
1654522320, 19.6, null, null, null
1654522350, 19.6, null, null, null
1654522380, 19.6, null, null, null
1654522410, 19.5, null, null, null
1654522440, 19.6, null, null, null
1654522470, 19.5, null, null, null
1654522500, 19.5, null, null, null
1654522530, 19.5, null, null, null
1654522560, 19.5, null, null, null
1654522590, 19.5, null, null, null
1654522620, 19.5, null, null, null
1654522650, 19.5, null, null, null
1654522680, 19.5, null, null, null
1654522710, 19.5, null, null, null
1654522740, 19.5, null, null, null
1654522770, 19.5, null, null, null
1654522800, 19.5, null, null, null
1654522830, 19.5, null, null, null
1654522860, 19.5, null, null, null
1654522890, 19.5, null, null, null
1654522920, 19.5, null, null, null
1654522950, 19.5, null, null, null
1654522980, 19.5, null, null, null
1654523010, 19.5, null, null, null
1654523040, 19.5, null, null, null
1654523070, 19.5, null, null, null
1654523100, 19.5, null, null, null
1654523130, 19.4, null, null, null
1654523160, 19.5, null, null, null
1654523190, 19.4, null, null, null
1654523220, 19.5, null, null, null
1654523250, 19.5, null, null, null
1654523280, 19.5, null, null, null
1654523310, 19.4, null, null, null
1654523340, 19.4, null, null, null
1654523370, 19.5, null, null, null
1654523400, 19.4, null, null, null
1654523430, 19.4, null, null, null
1654523460, 19.4, null, null, null
1654523490, 19.4, null, null, null
1654523520, 19.4, null, null, null
1654523550, 19.4, null, null, null
1654523580, 19.4, null, null, null
1654523610, 19.4, null, null, null
1654523640, 19.4, null, null, null
1654523670, 19.4, null, null, null
1654523700, 19.4, null, null, null
1654523730, 19.4, null, null, null
1654523760, 19.4, null, null, null
1654523790, 19.4, null, null, null
1654523820, 19.4, null, null, null
1654523850, 19.4, null, null, null
1654523880, 19.4, null, null, null
1654523910, 19.4, null, null, null
1654523940, 19.4, null, null, null
1654523970, 19.4, null, null, null
1654524000, 19.4, null, null, null
1654524030, 19.4, null, null, null
1654524060, 19.4, null, null, null
1654524090, 19.4, null, null, null
1654524120, 19.4, null, null, null
1654524150, 19.4, null, null, null
1654524180, 19.4, null, null, null
1654524210, 19.4, null, null, null
1654524240, 19.4, null, null, null
1654524270, 19.4, null, null, null
1654524300, 19.4, null, null, null
1654524330, 19.4, null, null, null
1654524360, 19.4, null, null, null
1654524390, 19.4, null, null, null
1654524420, 19.4, null, null, null
1654524450, 19.4, null, null, null
1654524480, 19.4, null, null, null
1654524510, 19.4, null, null, null
1654524540, 19.4, null, null, null
1654524570, 19.4, null, null, null
1654524600, 19.4, null, null, null
1654524630, 19.4, null, null, null
1654524660, 19.4, null, null, null
1654524690, 19.4, null, null, null
1654524720, 19.4, null, null, null
1654524750, 19.4, null, null, null
1654524780, 19.4, null, null, null
1654524810, 19.4, null, null, null
1654524840, 19.4, null, null, null
1654524870, 19.4, null, null, null
1654524900, 19.4, null, null, null
1654524930, 19.4, null, null, null
1654524960, 19.4, null, null, null
1654524990, 19.4, null, null, null
1654525020, 19.4, null, null, null
1654525050, 19.4, null, null, null
1654525080, 19.4, null, null, null
1654525110, 19.4, null, null, null
1654525140, 19.4, null, null, null
1654525170, 19.4, null, null, null
1654525200, 19.4, null, null, null
1654525230, 19.4, null, null, null
1654525260, 19.4, null, null, null
1654525290, 19.4, null, null, null
1654525320, 19.4, null, null, null
1654525350, 19.4, null, null, null
1654525380, 19.4, null, null, null
1654525410, 19.4, null, null, null
1654525440, 19.4, null, null, null
1654525470, 19.4, null, null, null
1654525500, 19.4, null, null, null
1654525530, 19.4, null, null, null
1654525560, 19.4, null, null, null
1654525590, 19.4, null, null, null
1654525620, 19.4, null, null, null
1654525650, 19.4, 19.6, 19.6, 19.1
1654525680, 19.4, 19.6, 19.6, 19.1
1654525710, 19.4, 19.6, 19.6, 19.1
1654525740, 19.4, 19.6, 19.6, 19.1
1654525770, 19.4, 19.6, 19.6, 19.2
1654525800, 19.4, 19.6, 19.6, 19.2
1654525830, 19.4, 19.6, 19.6, 19.2
1654525860, 19.4, 19.6, 19.7, 19.2
1654525890, 19.4, 19.6, 19.7, 19.3
1654525920, null, null, null, null

After a while, the data at e.g. 1654525650 will be forgotten, but the last few data points, whatever they are, are always available. Also, one of the feeds seems to be ok?

I’ve had a google and a search trhough the forum and I can’t seem to find anyone having similar issues.

Has anyone seen anything like this before?

2

MQTT Node Red and missing topics - Integrations / NodeRED - OpenEnergyMonitor Community

3

On the face of it, that seems to be an unrelated problem.

The data is getting into Emoncms, it’s just that Emoncms is “forgetting” the data. For example, the data above re-read now:

"Unix timestamp", "test1:Temperature1_D577C60264FF", "test1:Temperature1_3C41F649D7BE", "test1:Temperature1_3CF9F649B585", "test1:Temperature1_3C79F6482613"
1654525290, 19.4, null, null, null
1654525300, 19.4, null, null, null
1654525310, 19.4, null, null, null
1654525320, 19.4, null, null, null
1654525330, 19.4, null, null, null
1654525340, 19.4, null, null, null
1654525350, 19.4, null, null, null
1654525360, 19.4, null, null, null
1654525370, 19.4, null, null, null
1654525380, 19.4, null, null, null
1654525390, 19.4, null, null, null
1654525400, 19.4, null, null, null
1654525410, 19.4, null, null, null
1654525420, 19.4, null, null, null
1654525430, 19.4, null, null, null
1654525440, 19.4, null, null, null
1654525450, 19.4, null, null, null
1654525460, 19.4, null, null, null
1654525470, 19.4, null, null, null
1654525480, 19.4, null, null, null
1654525490, 19.4, null, null, null
1654525500, 19.4, null, null, null
1654525510, 19.4, null, null, null
1654525520, 19.4, null, null, null
1654525530, 19.4, null, null, null
1654525540, 19.4, null, null, null
1654525550, 19.4, null, null, null
1654525560, 19.4, null, null, null
1654525570, 19.4, null, null, null
1654525580, 19.4, null, null, null
1654525590, 19.4, null, null, null
1654525600, 19.4, null, null, null
1654525610, 19.4, null, null, null
1654525620, 19.4, null, null, null
1654525630, 19.4, null, null, null
1654525640, 19.4, null, null, null
1654525650, 19.4, null, null, null
1654525660, 19.4, null, null, null
1654525670, 19.4, null, null, null
1654525680, 19.4, null, null, null
1654525690, 19.4, null, null, null
1654525700, 19.4, null, null, null
1654525710, 19.4, null, null, null
1654525720, 19.4, null, null, null
1654525730, 19.4, null, null, null
1654525740, 19.4, null, null, null
1654525750, 19.4, null, null, null
1654525760, 19.4, null, null, null
1654525770, 19.4, null, null, null
1654525780, 19.4, null, null, null
1654525790, 19.4, null, null, null
1654525800, 19.4, null, null, null
1654525810, 19.4, null, null, null
1654525820, 19.4, null, null, null
1654525830, 19.4, null, null, null
1654525840, 19.4, null, null, null
1654525850, 19.4, null, null, null
1654525860, 19.4, null, null, null
1654525870, 19.4, null, null, null
1654525880, 19.4, null, null, null
1654525890, 19.4, null, null, null
1654525900, 19.4, null, null, null
1654525910, 19.4, null, null, null
1654525920, 19.4, null, null, null
1654525930, 19.4, null, null, null
1654525940, 19.4, null, null, null
1654525950, 19.4, null, null, null
1654525960, 19.4, null, null, null
1654525970, 19.4, null, null, null
1654525980, 19.4, null, null, null
1654525990, 19.4, null, null, null
1654526000, 19.4, null, null, null
1654526010, 19.4, null, null, null
1654526020, 19.4, null, null, null
1654526030, 19.4, null, null, null
1654526040, 19.4, null, null, null
1654526050, 19.4, null, null, null
1654526060, 19.4, null, null, null
1654526070, 19.4, null, null, null
1654526080, 19.4, null, null, null
1654526090, 19.5, null, null, null
1654526100, 19.4, null, null, null
1654526110, 19.5, null, null, null
1654526120, 19.5, null, null, null
1654526130, 19.5, null, null, null
1654526140, 19.5, null, null, null

So the data was there, but is not now.

Anyway, I’ve set up parallel feeds from the same inputs, using PHPTIMESERIES and not PHPFINA. I’ll run it overnight and see whether there are more gaps this time.

4

Right, I’m declaring this mystery “fixed” rather than “solved”.

Here’s a graph with the same data input being logged two different ways:

image
image1127×573 64.4 KB

^^^missing data hidden

image
image1138×569 84.5 KB

^^^missing data shown

The top 4 series are in PHPFINA. The series appended with ___ are in PHPTIMESERIES.

So, looks like variable time interval logging is the best.

5

It’s not ‘best’, they’re two separate ways to store data.

PHPFINA (fixed interval - no averaging) is for data that turns up at fixed intervals, like you read the solar PV input every 10 secs. You store it in a PHPFINA with 10 sec intervals, it’s fast and compact, as there is no timestamp data stored, each reading has it’s own timeslot.

PHPTIMESERIES is for data that changes irregularly, like the wind speed or car battery voltage. When that data is stored, it’s stored with a timestamp. This takes space in the database, but as it irregular it saves space compared to FINA which would have blank slots with no data.

Your problem above, as shown by straight lines, is that there is data missing, that was never stored in the database, so the straight lines are just joining available data points together.

If EmonCMS was ‘forgetting’ data, there would be hundreds of people here screaming/shouting while comparing log files.

6

OK, well it’s forgetting my data! See above - the CSV showed data at a time point, and then later on, that time point was showing null.

The problem is only adjacent to OEM - it’s temp data coming from a Tasmota ESP with DS18B20 “compatible” sensors, using Emoncms as a data logger only, so I’m not expecting anyone to leap to solve the issue, and it seems to have been resolved by switching storage intervals.

7

As Lee says, two different database algorithms for two different situations.

What I suspect he left out for clarity is, when you use PHPFINA (it’s got a sightly different name in the latest emonCMS: Fixed Interval TimeSeries), if the data fails to arrive, it stores a NULL instead. When you draw a graph, if the time interval for the graph is longer than one pixel per value (I’m open to correction on the detail, but the principle is the same), then the graph routine picks values from the data (rows in the database) at intervals to make the graph. If a value is a null, it skips it even though an adjacent row has a good value, i.e. it doesn’t interpolate if it finds a null.

It would be more accurate to put that as “PHPTIMESERIES is for data that arrives irregularly”.

1 Like
8

Aha! :bulb:

I’ve exported the data directly as a CSV:

  1. using 10s interval
date 136 137 140 141 145
1654588800 null null 18.8 18.1 null
1654588810 null null 18.8 18.1 null
1654588820 null null 18.8 18.2 null
1654588830 null null 18.8 18.2 null
1654588840 null null 18.8 18.2 null
1654588850 null null 18.8 18.2 null
1654588860 null null 18.8 18.2 null

  1. using 5s interval
date 136 137 140 141 145
1654588800 null null null null null
1654588805 18.8 18.1 18.8 18.1 18.8
1654588810 null null null null null
1654588815 18.8 18.1 18.8 18.1 18.8
1654588820 null null null null null
1654588825 18.8 18.2 18.8 18.2 18.8
1654588830 null null null null null
1654588835 18.8 18.2 18.8 18.2 18.8
1654588840 null null null null null
1654588845 18.8 18.2 18.8 18.2 18.8
1654588850 null null null null null
1654588855 18.8 18.2 18.8 18.2 18.8
1654588860 null null null null null

So, the data wasn’t lost, it was hiding between the null data points!

It looks like this is applied to more than just the graph plotting. How can I avoid this phenomena in future?

9

It sounds like you’ve got emonCMS set up to expect data at 5 second intervals,
but it’s in fact arriving at 10 second intervals.

Have you tried creating a new feed that expects data at 10 second intervals?

10

I didn’t realise that 5s was a selectable interval! I’ve just experimented, and leaving it on “select” does indeed set it to 5s…

I’ve just turned the breadboard back on, with a fresh sensor (with a fresh ID#) and set it up with some test feeds. I’ll report back once it’s collected a bit of data.

11

thumbsupthumbs_up

12

Ok, I set up the Tasmota to deliver data every 15s (teleperiod 15).

Then I set up 4 feeds from the 1 input: fixed 5s (“select”), fixed 10s, fixed 15s, and variable.

I then gather some data:

Date Fixed_5s Fixed_10s Fixed_15s Variable
1654806900 null 21.4 21.4 null
1654806905 21.4 21.4 21.4 21.4
1654806910 null null 21.4 null
1654806915 null null 21.4 null
1654806920 21.4 21.4 21.4 21.4
1654806925 null 21.4 21.4 null
1654806930 null 21.4 21.4 null
1654806935 21.4 21.4 21.4 21.4
1654806940 null null 21.4 null
1654806945 null null 21.4 null
1654806950 21.4 21.4 21.4 21.4
1654806955 null 21.4 21.4 null
1654806960 null 21.4 21.4 null
1654806965 21.4 21.4 21.4 21.4
1654806970 null null 21.4 null
1654806975 null null 21.4 null
1654806980 21.4 21.4 21.4 21.4
1654806985 null 21.4 21.4 null
1654806990 null 21.4 21.4 null
1654806995 21.4 21.4 21.4 21.4
1654807000 null null 21.4 null
1654807005 null null 21.4 null
1654807010 21.4 21.4 21.4 21.4
1654807015 null 21.4 21.4 null
1654807020 null 21.4 21.4 null
1654807025 21.4 21.4 21.4 21.4
1654807030 null null 21.4 null
1654807035 null null 21.4 null
1654807040 21.4 21.4 21.4 21.4
1654807045 null 21.4 21.4 null
1654807050 null 21.4 21.4 null
1654807055 21.4 21.4 21.4 21.4
1654807060 null null 21.4 null
1654807065 null null 21.4 null
1654807070 21.4 21.4 21.4 21.4
1654807075 null 21.4 21.4 null
1654807080 null 21.4 21.4 null
1654807085 21.4 21.4 21.4 21.4

I’m not fully sure what’s going on here, so I won’t speculate what this means.

13

It looks as if it’s behaving exactly as designed (PHPFINA, or Fixed Interval TimeSeries in the latest emonCMS, that is).

Think of the emonCMS PHPFINA Feed as a line of boxes moving along a conveyor. If there’s a box going past every 5 s but data falls onto the conveyor every 15 s, two boxes out of three will move on empty, with no data in them (a NULL value). You need to tweak the timing of any device sending to emonCMS to be just slightly less than one of the intervals you can choose. If there’s already data in the box and it hasn’t moved on, it will overlay the data already in there, which is lost. But you won’t have null values in the Feed.

The same applies to any Feed and any timebase - and the boxes move on the Internet minute, or multiples or sub-multiples thereof. i.e., a 10 s feed happens on the minute and at 10, 20 etc seconds past.

If you can always guarantee that the source will send the data in the middle of a time slot by Internet time, you can safely match the rates exactly.

Where the sender, the emonTx for example, depends on a crystal tolerance for its timebase, or there might be transmission delays, we set it to send every 9.96 seconds and use a 10 s feed interval.

1 Like
14

Thanks for the clear explanation - it’s a feature of the system which I didn’t appreciate. It’s a shame that it doesn’t offer to interpolate null values from the good data adjacent, but also understandable.

It’s also a shame that Tasmota doesn’t offer the option of a teleperiod <10s or with resolution <1s. Advantages of getting the purpose built monitor, I guess!

I’ll select a suitable shorter period (14s? 29s? 59s?) and go from there. I don’t need the data to be reported that frequently, anyway - I’d only set it up to report that frequently so I could play around with it.

Thanks to everyone for your input - I’ve definitely learned something new.

1 Like