Cameron Davidson-Pilon

Hi @varuntumbe, Sure! Here are [some docs](https://docs.pioreactor.com/developer-guide/local-development) on getting your local development working. (Those docs may need some tweaks, let me know). I work on the `develop` branch, so you...

One problem is that I don't know the hostname of a worker in the cluster apriori to setting up litestream. Also I can't gauruntee it's always available and online. This...

This should be fixed in the production HAT however

Well, it is stored in the `logs`

I wonder if I collect raw adc samples with stirring on, and perform a FFT, would I see the stirring rpm? Would I see the AC noise too? ``` x...

Some raw data (two PDs, one is the reference) ``` [(0.00019999800133518875, 880), (0.03385359700769186, 864), (0.06947817400214262, 1040), (0.10378776598372497, 1120), (0.13957333998405375, 1104), (0.17438892601057887, 1008), (0.20827452398953028, 960), (0.24369210199802183, 784), (0.27814569300971925, 672), (0.3145882599928882, 656),...

More recent snapshot of a different cluster: ``` kalman_filter_outputs|76.603392 od_readings_raw|25.706496 od_readings_filtered|23.781376 growth_rates|23.781376 od_readings_raw_ix|9.568256 od_readings_filtered_ix|9.424896 growth_rates_ix|9.424896 logs|6.418432 stirring_rates|3.223552 ir_led_intensities|2.179072 logs_ix|1.212416 temperature_readings|0.499712 temperature_readings_ix|0.200704 config_files|0.14336 temperature_automation_settings|0.02048 sqlite_schema|0.012288 temperature_automation_events|0.004096 sqlite_autoindex_pioreactor_unit_labels_1|0.004096 sqlite_autoindex_experiments_1|0.004096 pioreactor_unit_labels|0.004096 od_blanks|0.004096 led_change_events|0.004096...

After a month of experiments with new KF table (no json) ``` 19 kalman_filter_outputs 204.320768 10 od_readings_raw 156.975104 12 od_readings_filtered 140.292096 22 growth_rates 140.292096 9 od_readings_raw_ix 58.769408 21 growth_rates_ix 57.184256...

I'll see if I can pull up the graph. It was very "step-like" though, not close to what you have. Your data is looking good though! Frequency measurements will be...