Friday, August 5, 2016

Sunrise Alarm Clock v2

In an earlier post, I shared my code for how I shed light inside my closet early in the morning. If my wife and I got up at the same time, I'd use this for an ambient light alarm clock. This type of clock is more gentle. However, since I get up well before my wife, I use it instead to gently light my closet while I'm doing the early morning ninja routine.

Anyway, another option that became available a while back is the SenseHat. It has the same 8x8 grid of RGB LEDs along with some other environmental sensors. I decided to see how hard it would be to switch out the UnicornHat for the SenseHat. Turns out, not very hard.

The only thing that really has to change is the import and object declaration, which if you declare it with the name UH like the other script, means nothing else changes.
One nice thing about using the SenseHAT instead of the simpler UnicornHat is that the SenseHAT provides some environmental sensors which could be used for other home automation projects. For example, you could string a humidity sensor over into the bathroom and whenever the humidity of the sensor is higher than what is detected by the SenseHAT (plus some margin), you could trigger a relay to turn on the bathroom vent fan. Also, you could use the humidity and temperature sensors to trigger an IFTTT recipe to provide an extra input to your Nest controlled air conditioner. It's possible you could use the accelerometer to plot seismic activity in the area (not sure about this one but it should be theoretically possible).

Wednesday, March 2, 2016

Rate, Volume, Utilization, and Parsecs

But wait, the parsec is not a unit of time, but a unit of distance! Wait, what? All arguments aside about how the Millennium Falcon could make the Kessel run in a shorter distance through enormous gravitational shears, knowing your unit is extremely important.
I work in network monitoring and one of the main reports my tools provide measures how much an interface is used. Because the tool is better than poo, it presents the utilization in several different units. First, let's review the units. Each of these units are SI units, so standard SI prefixes apply when talking about larger bases of the base unit:
  • Bytes - measures the total number of octets that were transmitted (or received depending on p.o.v.)
  • Bits per second - measures the number of 0's and 1's that were transmitted (or received depending on p.o.v.) in a single second.
  • Percent utilization (%) - measures the percentage of a period of time that the interface was transmitting (or receiving).
Let's break it down.


This one is pretty simple and is referred to as VOLUME. It's simply the total number of Bytes transmitted (or received) during the measurement window. An SNMP polling station would poll the octet counter at a regular interval. Every time the octet counter is polled, the delta between the previous poll results and the current poll results represents the total number of Bytes during the measurement interval.
V = B1 - B0
Polling too frequently will result in small values. Whenever rollups happen, the individual data points should be summed (integrate over the rollup interval). As long as rollups are done that way, the poll rate is less consequential.
Rollover is accounted for by assuming that a lower number than the previous measurement is caused by rollover and the new measurement (measured from 0) is added to whatever remained between the previous measurement and the max limit of the counter.

Layman's example

This is similar to tracking how many miles a car travels. You simply take a reading of the odometer before beginning a trip and another at the end of the trip. The difference is the total miles the trip entailed. You could take readings more often. You'd just need to add up all your measurements at the end of the trip to get the total for the trip.

Bits per second

Bits per second is a simple count measured over a unit of time, making it a RATE. It counts the number of bits that went through the interface, then normalizes the count over a standard unit of time, the second. It is calculated like this:
R = (Δ bits) / (Δ time)
That is, you take the total number of bits and divide it over the total time of the measurement. This is usually done through SNMP by looking at the octet counters. The NMS will poll the sysUpTime and the octet counters at a certain time (T0 and B0). It will then poll the sysUpTime and octet counters at some other time in the future (T1 and B1). The RATE is calculated by dividing the difference between these two measurements (and adjusting the octet counters to get it into bits instead of bytes 8 bits = 1 Byte):
R = 8 (B1 - B0) / T1 - T0
The resulting unit is bits/second and represents an average of the number of bits transmitted per second over the measurement interval (T1-T0). When doing the rollup, average is the most common descriptor. In addition, min, max, standard deviation, variance, and 50th, 75th, and 90th percentiles would be useful.
If you're already gathering VOLUME, you'll notice that B1 - B0 used in the RATE calculation comes from the volume calculation. That's on purpose and is why it is said that RATE is derived from the VOLUME measurement. In fact, if the polling interval is fairly regular, the rate can be said to be approximately linearly proportional to the volume.

Layman's example

This is not really any different than measuring the speed of your car while on a trip. You take a reading of the odometer and the clock at the beginning of the trip and again at the end of the trip. The difference in miles, divided by the total time of the trip (in hours in this case) will give you an average speed in mph. You could increase the resolution of your measurements by taking a reading and performing the calculation every 5 minutes. This would give you a data point describing the average speed for every 5 minutes of your trip.

Percent Utilization

Percent UTILIZATION measures how much capacity is used and is reported in percentage of the total capacity available. This is calculated by dividing the current RATE by the total rate capable by the interface. Alternatively, it could be calculated by dividing the VOLUME by the total volume capability of the interface. The latter requires a bit more derivation, so most use the former.
This metric requires knowledge about the interface's capabilities. This is usually obtained by polling the bandwidth statement (ifspeed) of the interface (, which is in bits per second (bps). Once obtained, the percent UTILIZATION can be calculated like this:
U = 8 (B1 - B0) / T1 - T0 / ifSpeed
You may notice that a part of this formula looks the same as the RATE calculation. It is. Simplifying the formulas:
U = 8 (B1 - B0) / T1 - T0 / ifSpeed * 100
R = 8 (B1 - B0) / T1 - T0
U = R / ifSpeed * 100
Since the UTILIZATION formula involves dividing a rate (in bps) by a speed (in bps), the result is unitless. This means that the unit can be thought of as % (percentage). Rollups of UTILIZATION should be treated the same way as rollups for RATE. You should also notice that the percent utilization should be linearly proportional to the rate, given a constant bandwidth capacity of the interface.

Layman's example

This calculation is similar to calculating how close a driver is to the speed limit. By dividing the current speed (derived using the formulas above for speed) by the total allowable speed, you can calculate what percentage of the limit the car is currently traveling. When driving, moving at 100% of the speed limit is actually good. You are actually making the most of the available resource. The only time 100% utilization is a problem is when you need to do something else with that speed (i.e. other cars on the road not travelling at the same speed). The same actually holds true for networking. Utilization of 100% is not bad until you need some percentage of those resources for another task.

Wednesday, February 3, 2016

SharePoint Kanban

I was recently asked to help reproduce a Kanban board I had built in SharePoint for one of my projects. Having built it only once previously, I learned a few things and the resulting reproduction had a few improvements over the original.
First, I start with a custom list. I never use the templates in SharePoint because they are constantly trying to make things more complicated in an effort to make things more simple.

The Easy Stuff

  • Rename the [Title] field to 'Task' or something more representative of the items you'll have on your Kanban board.
  • Create a [Person or Group] field to contain the person responsible for the item. It's important that this not be a simple text field. I'll explain why when we build the views.
  • Create any other meta data columns that you want for your items (notes, description, priority, estimated effort, etc.)
  • Create a [Date and Time] field to contain the due date. Call it [Due Date] if you want to use the formulas here without modification.
  • Create a [Date and Time] field for every phase. For example, if my phases were:
    Deploy Launchpad, Igniter Primed, Mount Rocket, Connect Detonator, Remove Safety Cap, Detonate
    Then I would create the following fields as [Date and Time] fields:
    [Launchpad], [Igniter], [Mount], [Connect], [Safety], [Detonate].
    Essentially, each field will contain the date and time that that phase was completed. If the date is blank, that stage hasn't been completed. If there is a value in the field, then that phase has been completed (and was completed at that date/time). 
  • Go to List Settings >> Advanced Settings and disable attachments for the list (this was a dumb feature for what we're using the list for). 

The Next Phase Calculation

Create a [Calcuated] column called "Next Phase". This column should evaluate the phase fields to determine which phase is the current phase being worked on. Continuing with my example, if I had already deployed the launchpad, primed the igniter, and mounted the rocket, the "Next Phase" would be to connect the detonator.

This is done by evaluating the last phase to see if it is complete. If the last phase has a date/time value, it is completed and the next stage is "Done". If the last phase does not have a value, we need to figure out if the "next phase" is this phase or the previous one. Here's the formula (using my example field names, you should be using yours):

=IF(NOT(ISBLANK([Detonate])), "Done",
IF(NOT(ISBLANK([Safety])), "Detonate",
IF(NOT(ISBLANK([Connect])), "Safety",
IF(NOT(ISBLANK([Mount])), "Connect",
IF(NOT(ISBLANK([Igniter])), "Mount",

Technically, the end of each line above can say anything you want. Since it would be nice to be able to sort the [Next Phase] column to show tasks in order, it would be nice if they were in some sort of sortable order. Unfortunately, alphabetical order won't work. We can easily fix this by prefixing each resulting string with a number to indicate the order, like this:

=IF(NOT(ISBLANK([Detonate])), "6 Done",

IF(NOT(ISBLANK([Safety])), "5 Detonate",
IF(NOT(ISBLANK([Connect])), "4 Safety",
IF(NOT(ISBLANK([Mount])), "3 Connect",
IF(NOT(ISBLANK([Igniter])), "2 Mount",
IF(NOT(ISBLANK([Launchpad])),"1 Igniter",
"0 Launchpad"))))))

The IF(NOT(ISBLANK( logically means, if the previous phase has a value but the current phase didn't, the current phase is the next phase.

The Status Column

This column is designed to figure out the status of each item as compared to the due date. Four possible states exist:
  1. If there's no [Due Date] (e.g. [Due Date] is blank), the the status is "No Due Date".
  2. If the item has not been completed (e.g. the last phase field is blank) and the item is not yet due (e.g. the [Due Date] is greater than today), its status would be "On Time for Completion".
  3. If the item has not been completed (e.g. the last phase field is blank) and the item is due (e.g. the [Due Date] is less than today), its status would be "Overdue".
  4. If the item has been completed (e.g. the last phase field is not blank) and the item was completed before the due date (e.g. the last phase field is less than the [Due Date]), its status would be "Completed On Time".
  5. If the item has been completed (e.g. the last phase field is not blank) and the item was completed after the due date (e.g. the last phase field is greater than the [Due Date]), its status would be "Completed Late".
Here's the formula:

=IF(ISBLANK([Due Date]),
      "No Due Date",
             IF([Due Date]>=Now(),"On Time for Completion","Overdue"),
             IF([Detonate]<=[Due Date],"Completed on Time","Completed Late")

The Views

I recommend 4 types of views:
  • Datasheet View - This should be a datasheet view of all items. Usually sorted by [Due Date].
  • All Items - This is a standard version view of the Datasheet View. You can alternatively add groupings based on Next Stage.
  • My Items - This is either a standard or datasheet view (your preference), also sorted by [Due Date], however, filtered by the person the item is assigned to (remember above where I said we'd use this later?). SharePoint has a session variable called [Me], which contains the username of the current user. By putting a filter where the [Assignee] field is equal to [Me], we create a view that only shows the items assigned to the current logged in user. This means that anyone on the team can log in and look at this view and see only their items. This won't work if you made the assignee field a simple text string; it needs to be a [Person or Group] field.
  • Phase specific views - these views aren't required but are often requested. You basically build a copy of the Datasheet View or the All Items view but filter it where [Next Phase] field equals a particular phase. You would repeat this for every phase. I find this tedious when those who want this type of breakdown could just look at the Datasheet or All Items views and just filter for a particular value in the [Next Phase] field. However, some people can't handle that level of sophistication, so statically defining views is the only way to please them.