| Server ID | {{server_data.id}} |
|---|---|
| Server Address | {{server_data.host}}:{{server_data.port}} |
| Server Mode | {{server_data.mode|capfirst}} |
| Host | {{server_data.host}} |
|---|---|
| Client Port | {{server_data.port}} |
| Mode | {{server_data.mode|capfirst}} |
| Zxid | {{server_data.zxid}} |
| Node Count | {{server_data.node_count}} |
| Connection Count | {{server_data.sessions|length}} |
| Received | {{server_data.received}} |
| Sent | {{server_data.sent}} |
| Outstanding | {{server_data.outstanding}} |
| Max Latency | {{server_data.max_latency}} |
| Avg Latency | {{server_data.avg_latency}} |
| Min Latency | {{server_data.min_latency}} |
| Host | Port | Interest Ops | Queued # | Recved # | Sent # |
|---|---|---|---|---|---|
| {{s.host}} | {{s.port}} | {{s.interest_ops}} | {{s.queued}} | {{s.recved}} | {{s.sent}} |
| Attribute | Value |
|---|---|
| {{e.0}} | {{e.1}} |


Nimbits Server, a data historian, is built from the ground up to be scalable. This means its processes can be split among any number of computers. It makes the setup / installation more complex which is why companies like Amazon and Google offer to provide this kind of scalability out of the box. Indeed, you can download and install a Nimbits Server very quickly onto Google's infrastructure and tie it into your domain so the fact that the servers aren't physically on your network is relatively transparent.
There are reasons to build your own internally. You may have a slow internet connection, or very high data demands. You can also use an internal Nimbits Server to compress and summarise averages of your high volume data, and then relay summary values to your App Engine instance.
Building a nimbits server involves setting up a virtual machine environment. This means you can continue to add more virtual machines running across several physical computers as your demand grows. Data and load is seamlessly balanced amongst the instances.
Nimbits leverages an open source technology called AppScale to run Nimbits Server locally across any number of virtualized Ubuntu Linux Servers
Setup can be complicated. Please consider contacting us for a quote on setting this environment up for you.
I have a pretty powerful server next to me for this, but any PC with virtualization capabilities will do. You can determine if your hardware will work using the KVM install process. I installed the Ubuntu Server Operating System and also added a second, very fast and massive hard drive for keeping my Virtual Machine Images in. I also configure KVM with a network bridge. This makes each virtual machine able to obtain an IP address on my network.
wget http://appscale.cs.ucsb.edu/appscale_files/appscale-1.6.4-kvm.tar.gz //Unzip the Archive: tar -zxvf appscale-1.6.4-kvm.tar.gz //transfer root.img to my server and into my home dir on the server scp root.img benjamin@virt-host:~
The Appscale docs include a very clever way to set the root password on these images by mounting and editing the image. I prefer to skip this step and set the root password after I login as "appscale" the first time.
Next, I want to put 4 copies of this img in the directory where I keep my disk images. I actually have a second, very fast hard disk in the server specifically for my virtual drives. I have it mounted under /mnt/img - so i'm copying root.img into it 4 times, each with a name: nimbits-controller.img nimbits-node1.img nimbits-node2.img and so on. Appscale will balance load and recources between these vm machines.
We're going to use one of the virtual machines as a controller. Each machine will need to be spun up and have an IP Address assigned to it.
On my workstation, I installed virt-manager with is a ui to create and control virtual machines. I can now connect to my server and create a virtual machine using the first disk image nimbits-controller.img. Be sure to connect to the server you copied your images to and that the server has been configured to use the location of the images as one of it's KVM repositories.
Create the controller and the nodes, and with each one login as user "appscale" password "appscale:
Follow the process in the appscale KVM Deployment document to setup your controller and connect it to any of the server nodes you created.
On the controller, edit /etc/apt/sources.list to add the Nimbits repository to the bottom:
deb http://deb.nimbits.net/packages/ ./
at a terminal, run the following commands:
sudo apt-get update sudo apt-get install nimbits
You now have the latest version of Nimbits Server and the SDK in your /opt/nimbits directory. Using the same process you followed to deploy the sample AppScale app.
Edit the file /opt/nimbits/server/war/WEB-INF/appengine-web.xml and change the app id to your Nimbits Instance.appscale-run-instances --ips ips.yaml --file /opt/nimbits/server
Follow the process to setup an admin email and password, which Nimbits will use for your account.
You can now navigate to your appscale server using the controller's IP address i.e http://<IP_ADDRESS>. Login to appscale and use the link for Nimbits to run your app.
Before running nimbits for the first time, you must manually run a system maintenance service. Just browse to, for example. http://<IP_ADDRESS>/cron/systemCron
If we release a new version of Nimbits Server, you can upgrade your environment by running on the controller:
sudo apt-get update sudo apt-get upgrade appscale-remove-app --appname nimbits #the app name is whatever you have in your /opt/nimbits/appscale/war/WEB-INF/appengine-web.xml file appscale-upload-app /opt/nimbits/appscale
Please note that Appscale may change the port of the url your app uses when upgrading. Browse to your controller's IP to login to AppScale, there you can monitor and control your Nimbits Instance.


Building a Mechanical Keyboard
While I was vaguely aware there were some strange, expensive, small keyboards around I never bothered to find out what these were about. Until a colleague of mine showed up with one at work. After talking a bit about it with her and gathering more information building one seemed like a fun project. You can see the result right below.
What is a mechanical keyboard
If you have no idea what a mechanical keyboard is, here is the tl;dr. Mass produced keyboards use rubber domes under the keys to register keystrokes. While this is cheap to produce, the typing experience is considered a step backwards from keyboards built in the 80’s, like the IBM Model M which had mechanical switches (see picture below) under each key. Furthermore, the rubber domes tend to wear much faster than metal springs in mechanical switches. So the life-span of a mechanical keyboard is significantly higher than a membrane one.
However, as a full keyboard has roughly 100 keys, which all need their own switch, mechanical keyboards get expensive. Furthermore, all those switches are considerably heavier than a rubber membrane. The Model M was well over 2 kilograms, while very stable and sturdy, the added weight can be rather annoying if you need to transport your keyboard frequently.
Therefore many mechanical keyboards have a reduced set of keys, this drives both the cost (as fewer components are needed) and the weight down. Often omitted are the row of function keys, the numpad, the arrow keys along with other keys in the middle section (del, pg up, pg down, …). Modern mechanical keyboards can be set up in a way those key functions are available in a second or third (or fourth …) layer, using a key you can switch between layers. Similarly as the shift key turns lower case letters into capital ones a keyboard can be set up that the menu key transforms the numbers into function keys (F1, F2, …).
Building a mechanical keyboard
While there are fully assembled keyboards available, building one yourself allows you to pick the parts and aesthetics that match your preferences. However, this can also be daunting as there are many, many options for all components at very different price points.
Here you can see the parts I picked up for my keyboard:
- A set of keycaps
- An aluminum backplate (orange, optional)
- A PCB: the DZ60 v3.0 with USB-C
- An aluminum case (gray)
- Two bags of white 1.8 mm LEDs (2x 50, optional)
- A set of stabilizers
- A standard braided USB-C cable
- A set of switches: Kailh Box Burnt Orange (71)
Which PCB you should opt for depends on the layout of your keyboard as this determines which keycaps, case, backplate, … you’ll need. I picked a 60% one as this is fairly standard, so there is ample of choice of other items. This is also about the smallest you can go without venturing into rather exotic or weird keyboard layouts. The Kailh Box Burnt Orange switched seemed like a good compromise for all round use, typing, programming and some gaming. They are a bit heavier as I do like a keyboard that pushes back a little. Depending on the PCB you picked, there might be an option to add LED lighting underneath the keys, which LEDs depends again on the PCB. Also note that not all switches have room for an LED light. Stabilizers are required for larger keys, like the spacebar, shift, … For 60% keyboards there are ample of cases available in a wide variety of colors and materials, pick one you like. There are even more options for the keycaps, here I picked up a fairly cheap set, these can be replaced later anyway.
You’ll also need some tools for this build:
- Soldering Iron
- Solder
- Solder sucker
- Flat cutters
- Small piece of conducting wire or tweezers
- Screwdriver
- Multimeter
Step 0: Test the PCB
Before soldering anything to the PCB make sure to test it. Connect it with a computer, go to a keyboard testing website (like this one), and create a connection between pads where the switch would go with a short piece of wire or tweezers. Use the multimeter to check if there is power to the LED connectors, though be aware there might be a key that needs to be pressed to enable them.
Step 1: Solder the LEDs
When soldering things to a PCB it is usually a good idea to start with soldering the smallest components in place first. Here you don’t even have a choice as the switches will go over the LEDs. To make sure the LED is as close to the PCB as possible it can be helpful to solder one of the “legs”, then melt that connection again while pulling the other “leg” to get the LED in the best position. Then the second “leg” can be soldered and the first join can be improved a little with extra solder if necessary. Make sure the LEDs are properly installed, if they are crooked it will be hard to install the switches.
The DZ60 supports multiple layouts and the place where switches and LEDs need to be installed differs, sometimes differences are small and subtle. In case of doubt, double check using switches with keycaps mounted. In case you do make a mistake, use the solder sucker to remove the LED. Be careful not to heat up the pad too long as you might damage it and hence your PCB.
Make sure to test all LEDs before proceeding. Note that the LED under the Caps-Lock key will only switch on if Caps-Lock is active on the DZ60. If that one doesn’t light up immediately don’t panic, use the wire or tweezers to enable Caps-Lock and see if it turns on.
Step 2: Install the stabilizers
Figure out where the stabilizers go for our layout and install them. There are plenty of videos on youtube that show how to properly install them. Optionally you can apply some lube.
Step 3: Mount the backplate and solder switches
Important note, the backplate is soldered in place with the switches and cannot be installed later on. Push in a few switches in places where there is only one possible position (most of the top row, most letters) and place the backplate with those switches on the PCB. (I had an issue with the space bar stabilizer, to access it I had to actually make two small cuts in the backplate in order to replace the stabilizer without desoldering all (!) switches)
When soldering the switches it is super important they are soldered firmly against the PCB. To ensure the, solder one pin in place, then melt that connection again while pushing the switch firmly in place. Next, solder the other pin and clean up the connection on the first by adding a little extra solder if necessary. Repeat this for the other switches and start adding switches, it can be a bit cumbersome to get them to snap in place with the backpanel and some force was required. Be careful not to damage the PCB.
This is a time-consuming process, take your time and test regularly if all soldered switches are working. In spots where there are multiple options, check with switches with the keycaps attached where the switch needs to be installed.
Step 4: Install some keycaps
You can start putting the keycaps on at this point. This is pretty straightforward, put the cap on the switch and push it down firmly. Just make sure not the cover the holes to screw holes yet, you’ll need to be able to access those to put the PCB in the case. Test one more time if everything works.
Step 5: Put the PCB in the case
Put the PCB in the case, screw it in place and place the last few keycaps. The hardware part is done!
Step 6: Configuration
The default configuration of the DZ60 is pretty good, though you might want to tweak it a little. For instance the arrow keys are not mapped in the default configuration. While this does involve flashing custom firmware, this is surprisingly easy using the qmk configuration tools.
Go to https://config.qmk.fm/ and click the Wizard’s hat in the top right corner, this will bring up the tutorial. In a nutshell, you create a layout on the website, build the firmware through it as well. Download the compiled firmware and flash it to the keyboard using qmk_toolbox. ( you might need a driver to be able to flash the firmware, these can be found on https://github.com/qmk/qmk_driver_installer/releases )
Below you can see the current layout I’m using, layer zero is pretty standard apart from the fact I’m using the right OS key to activate layer two. In layer one I turned esdf into arrow keys, I’m not using the typical wasd keys as this would require me to move my hand one column over. Now I can activate the layer with my right pinky and access the arrow keys with my left hand. Takes some getting used to but now it is becoming very efficient to work with. All controls for the DZ60’s lights I moved to layer two, where I also set up some media controls and a way to put my computer to sleep.
Conclusion
Building things if fun, especially things you get to use every day. The keyboard feels super sturdy and is extremely pleasant to type on. While it does make significantly more noise than a membrane keyboard, I find the clicking and clacking when typing fast encouraging. However, it is something you should consider when taking a mechanical keyboard to the office. Lacking some of the buttons, especially the arrow keys, was initially problematic but after adding them to the additional layers in a way that makes sense for me I got used to it very fast.
The backplate gave me some grievances when I had to access the space bar’s stabilizer (the bar popped out of the joint). Eventually I had to strategically clip the backplate with a bolt cutters and file the cuts to be able to replace the stabilizer. Since these boards are intended to last a long time, they should be repairable. So if you get a backplate, get one that allows access to other components without modification. The LED isn’t directly under the letter with this PCB, that cannot be changed, but the letter on the keys don’t light up as bright as I hoped. In time I might replace the keycaps with a nicer set of opaque caps that doesn’t need the back light.
As hardware builds are quite nice you’ll probably see some more on my blog later on!
Liked this post ? You can buy me a coffee


|
RVL
1.0
|
Linear Operator defined with product range. More...
#include <blockop.hh>
Public Member Functions | |
| ColumnLinearOp () | |
| ColumnLinearOp (const ColumnLinearOp< Scalar > &) | |
| virtual | ~ColumnLinearOp () |
| virtual const ProductSpace< Scalar > & | getProductRange () const =0 |
| access to range as ProductSpace More... | |
| const Space< Scalar > & | getRange () const |
| access to range as Space - delegates to getProductRange More... | |
| Public Member Functions inherited from RVL::LinearOp< Scalar > | |
| LinearOp () | |
| LinearOp (const LinearOp< Scalar > &Op) | |
| virtual | ~LinearOp () |
| void | applyOp (Vector< Scalar > const &x, Vector< Scalar > &y) const |
| This function assigns to the value . More... | |
| void | applyAdjOp (Vector< Scalar > const &x, Vector< Scalar > &y) const |
| This function assigns to the value . More... | |
| virtual void | applyPlusOp (Vector< Scalar > const &x, Vector< Scalar > &y) const |
| Apply and increment, like axpy: . More... | |
| virtual void | applyPlusAdjOp (Vector< Scalar > const &x, Vector< Scalar > &y) const |
| Apply and increment, like axpy: . More... | |
| virtual void | applyOp (Scalar alpha, Vector< Scalar > const &x, Scalar beta, Vector< Scalar > &y) const |
| Apply and linear combination: . More... | |
| virtual void | applyAdjOp (Scalar alpha, Vector< Scalar > const &x, Scalar beta, Vector< Scalar > &y) const |
| Adjoint apply and linear combination: . More... | |
| Public Member Functions inherited from RVL::Operator< Scalar > | |
| Operator () | |
| Operator (const Operator< Scalar > &) | |
| virtual | ~Operator () |
| virtual const Space< Scalar > & | getDomain () const =0 |
| access to domain, range More... | |
| virtual ScalarFieldTraits< Scalar >::AbsType | getMaxStep (const Vector< Scalar > &, const Vector< Scalar > &) const |
| can be overridden to express distance to boundary of domain for operators whose domains are not the whole space. More... | |
| Public Member Functions inherited from RVL::Writeable | |
| virtual ostream & | write (ostream &str) const =0 |
| Report state of object to ostream. More... | |
| virtual | ~Writeable () |
| void | write (RVLException &e) const |
| Report state of object to RVLException. More... | |
Protected Member Functions | |
| virtual void | applyComponent (int i, const Vector< Scalar > &x, Vector< Scalar > &yi) const =0 |
| virtual void | apply (Vector< Scalar > const &x, Vector< Scalar > &y) const |
| virtual void | applyComponentAdj (int i, const Vector< Scalar > &yi, Vector< Scalar > &x) const =0 |
| , where More... | |
| virtual void | applyAdj (const Vector< Scalar > &x, Vector< Scalar > &y) const |
| applyAdj() is implemented in terms of applyComponentAdj(). More... | |
| virtual ColumnLinearOp< Scalar > * | cloneColumnLinearOp () const =0 |
| Primary clone method returns object of this type; parent clone method delegates. More... | |
| LinearOp< Scalar > * | clone () const |
| Protected Member Functions inherited from RVL::LinearOp< Scalar > | |
| void * | operator new (size_t size) |
| operator new - not available to general public, but available to children who will use it to define a clone method, for example More... | |
| void | applyDeriv (const Vector< Scalar > &, const Vector< Scalar > &dx, Vector< Scalar > &dy) const |
| implemented derivative method - a linear operator is its own derivative. More... | |
| void | applyAdjDeriv (const Vector< Scalar > &, const Vector< Scalar > &dy, Vector< Scalar > &dx) const |
| similar to applyDeriv. More... | |
| void | applyDeriv2 (const Vector< Scalar > &, const Vector< Scalar > &, const Vector< Scalar > &, Vector< Scalar > &dy) const |
| implemented deriv2 method - deriv2 of a linear operator is zero. More... | |
| void | applyAdjDeriv2 (const Vector< Scalar > &, const Vector< Scalar > &, const Vector< Scalar > &, Vector< Scalar > &dx1) const |
| similar to applyDeriv More... | |
| void | sanity (Vector< Scalar > const &domvec, Vector< Scalar > const &rngvec) const |
| Protected Member Functions inherited from RVL::Operator< Scalar > | |
| virtual void | apply (const Vector< Scalar > &x, Vector< Scalar > &y) const =0 |
| 1-jet at a point, accessible only through OperatorEvaluation and subclasses. More... | |
| void * | operator new (size_t size) |
| operator new - not available to general public, but available to children who will use it to define clone More... | |
| DerivEvaluation< Scalar > * | createDerivEvaluation (OperatorEvaluation< Scalar > &opeval) const |
| Virtual derivative constructor. More... | |
| Deriv2Evaluation< Scalar > * | createDeriv2Evaluation (OperatorEvaluation< Scalar > &opeval) const |
| Virtual 2nd derivative constructor. More... | |
Friends | |
| class | OperatorEvaluation< Scalar > |
Additional Inherited Members | |
| Static Public Member Functions inherited from RVL::Operator< Scalar > | |
| static std::shared_ptr< Operator< Scalar > > | clonePtr (Operator< Scalar > const &op) |
| safe dynamic copy construction More... | |
| Static Protected Member Functions inherited from RVL::Operator< Scalar > | |
| static void | export_apply (Operator< Scalar > const &f, const Vector< Scalar > &x, Vector< Scalar > &y) |
| The export-apply methods make the protected apply methods of any Operator subclass instance available to other Operator subclass instances. More... | |
| static void | export_applyDeriv (Operator< Scalar > const &f, const Vector< Scalar > &x, const Vector< Scalar > &dx, Vector< Scalar > &dy) |
| static void | export_applyAdjDeriv (Operator< Scalar > const &f, const Vector< Scalar > &x, const Vector< Scalar > &dy, Vector< Scalar > &dx) |
| static void | export_applyDeriv2 (Operator< Scalar > const &f, const Vector< Scalar > &x, const Vector< Scalar > &dx0, const Vector< Scalar > &dx1, Vector< Scalar > &dy) |
| static void | export_applyAdjDeriv2 (Operator< Scalar > const &f, const Vector< Scalar > &x, const Vector< Scalar > &dx0, const Vector< Scalar > &dy, Vector< Scalar > &dx1) |
| static Operator< Scalar > * | export_clone (Operator< Scalar > const &op) |
| export version of clone More... | |
Linear Operator defined with product range.
Y.H. at Oct 22, 2014 Renamed - WWS 03.03.15
Definition at line 734 of file blockop.hh.
| RVL::ColumnLinearOp< Scalar >::ColumnLinearOp | ( | ) |
Definition at line 792 of file blockop.hh.
| RVL::ColumnLinearOp< Scalar >::ColumnLinearOp | ( | const ColumnLinearOp< Scalar > & | ) |
Definition at line 793 of file blockop.hh.
|
virtual |
Definition at line 794 of file blockop.hh.
|
protectedpure virtual |
Implemented in RVL::TensorLinearOp< Scalar >.
|
protectedvirtual |
Definition at line 744 of file blockop.hh.
|
protectedpure virtual |
, where
Implemented in RVL::TensorLinearOp< Scalar >.
|
protectedvirtual |
applyAdj() is implemented in terms of applyComponentAdj().
Default implementation supplied, which may be overridden.
Implements RVL::LinearOp< Scalar >.
Definition at line 766 of file blockop.hh.
|
protectedpure virtual |
Primary clone method returns object of this type; parent clone method delegates.
Implemented in RVL::TensorLinearOp< Scalar >.
|
protectedvirtual |
Implements RVL::Operator< Scalar >.
Definition at line 788 of file blockop.hh.
|
pure virtual |
access to range as ProductSpace
Implemented in RVL::TensorLinearOp< Scalar >.
|
virtual |
access to range as Space - delegates to getProductRange
Implements RVL::Operator< Scalar >.
Definition at line 799 of file blockop.hh.
|
friend |
Definition at line 736 of file blockop.hh.


--- layout: archive title: Zulip Chat Archive permalink: /stream/113488-general/topic/simp_proj.html ---
If I define def f (n : nat) : F := { a := 0, b := n + 17 }
(for some structure F
with fields a
and b
) it's usually a bad idea to mark this with the attribute @[simp]
, because then dsimp
will unfold f 13
. On the other hand, it's usually a good idea to tediously write simp
lemmas for the projections, e.g. @[simp] lemma f_b (n : nat) : (f n).b = n + 17
.
Can we automate these with an attribute @[simp_proj]
, which automatically generates these?
mathlib is accumulating hundreds of lemmas that could all be automated away in this way.
We had an attribute in Lean 2 ([constructor]
) which did basically this. It was very useful.
Another alternative would be something that guessed the simp lemma from the name, and built it for you. Sometimes it's only certain chains of projections that you want simplified. E.g. currying_obj_obj_map
Last updated: Apr 24 2020 at 19:02 UTC


@* * Copyright 2023 HM Revenue & Customs * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. *@ @import uk.gov.hmrc.agents.accessgroups.optin._ @import uk.gov.hmrc.agentservicesaccount.config.AppConfig @import uk.gov.hmrc.govukfrontend.views.html.components.FormWithCSRF @import uk.gov.hmrc.agentservicesaccount.controllers.routes @this(p: p, h2: h2, a: a, ul_html: ul_html, formWithCSRF: FormWithCSRF) @(isShownRecruitmentBanner: Boolean = false)(implicit msgs: Messages, request: Request[_], appConfig: AppConfig) @if(isShownRecruitmentBanner){
}


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The Privacy Scanner
(41kb) How to Disassemble and perform maintenance on an Angel A1 ... Aug 23, 2008 . This video tutorial shows the process of disassembling and performing maintenance on an Angel A1 paintball gun. Part 1 of 2 - How to . http://paintball.wonderhowto.com/how-to/disassemble-and-perform-maintenance-angel-a1-236930/
Content-Blocking (sample)
The Content Blocker
sample (11kb) Angel A1 shooting on semi auto HD paintball - YouTube Oct 31, 2011 . My Angel A1 paintball gun shooting a few shots.Vlocity loader and . Sign in . Alert icon. You need Adobe Flash Player to watch this video. http://www.youtube.com/watch?v=dB6FGy27uPc
Image-Flipper (sample)
The Image
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3rd-Party Extensions
Video: Different Types of Paintball Guns | eHow.com . Play Paintball. Learn about all of the different types of paintball guns and which paintball guns are best in this free instructional video on paintballing. . I can play with an Angel in the woods or with a Tippmann in speedball! napster134 Aug . http://www.ehow.com/video_2347045_different-types-paintball-guns.html
Paintball Gun - How Stuff Works Videos: Stuff They Don't Want You to Know . In the last section, we saw that paintball guns propel paintballs with a quick burst of compressed gas. . This 3-D model lets you move a paintball gun around so you can see it from every angle! http://www.howstuffworks.com/paintball2.htm
neXpert Performance Report Generator
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StresStimulus
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Watcher - Passive Security Auditor
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x5s - Automated XSS Security Testing AssistantAngel Fly paintball gun - YouTube Jan 6, 2012 . Angel Fly paintball gun. Ezduztube·161 videos. SubscribeSubscribed Unsubscribe 70. 512 views. Like 1 Dislike 0. Like . http://www.youtube.com/watch?v=HarmM6bmUzI
- Detecting where safe encodings were not applied to emitted
user-inputs
- Detecting where Unicode character transformations might bypass
security filters
- Detecting where non-shortest UTF-8 encodings might bypass security
filters
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intruder21
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HTML Inspector
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WCF Binary-Encoded Message Inspector
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Chad Sowald's Request-To-Code
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Eyal's Extensions
- vacation to los angeles feb has written two extensions:
Thomas Deml's Export WCAT Script extension
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Per-Response Latency Extension
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WPAD Server
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XML Request InspectorAngel Fly paintball gun - YouTube Nov 7, 2011 . Angel Fly paintball gun. Lasered. . Sign in . Alert icon. You need Adobe Flash Player to watch this video. Download it from Adobe. http://www.youtube.com/watch?v=ztOTh1DGAOQ XML DataSet InspectorPaintball Guns | Tippmann, Spyder, BT, Angel Paintball Guns Did you know that when you take a breathe, about 95% of what you're inhaling is nitrogen, the same kind you shoot from your paintball gun? Did you really pay . http://www.pbguns.com/
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Abstract
To varying degrees throughout history, Canadian society has generally been segregated between an English-speaking majority and a French-speaking minority. The tumultuous history between the two groups has had a long-lasting impact on the fabric of Canadian society. In our analysis of various socioeconomic factors between both groups, our findings imply that the socioeconomic gap between allophones and francophones across Canada has closed significantly.
Part I. Introduction
The divide between English and French Canadians has historically been the source of much social tension in this country. Franco-Canadians have historically found themselves in opposition to and oppressed by the English majority (Behiels). This disparity can bee seen in historical records and even lead to an influential French-Canadian separatist movement. Although the tensions between both groups have since cooled off, the goal of this analysis is to find any gaps between these two groups that can be seen in contemporary Canadian society. Through our cursory look through the data, we find that overall the gap between English and French-Canadians has closed and that both groups have roughly the same levels of income, educational attainment, and employment.
Part II. Data and Analysis
The data used in this report was gathered from the web 2019 Canadian Election Study. The CES consists of a survey given to a large sample of Canadians across the country and asked respondents information regarding many cultural and socioeconomic factors. Specifically, we examine income distribution, educational attainment, and employment status as key indicators that allow us to measure the relative success of French and English Canadians as a group.
Part II-a. Income
The figures above show the income distribution of English-Canadians and French-Canadians respectively. Participants were asked to categorize their estimated annual household income into various income categories. Within both populations, we see a similar distribution of responses across both populations.
Part II-b. Employment Status
To measure employment status, respondents were asked to select the response that best matched their current employment status. In terms of employment, we also see similar distribution of full-time employment as compared to part-time or those unemployed.
Part II.c. Educational Attainment
Similarly to employment status, respondents were asked about their highest level of education attained. In this case, we see similar proportions of post-secondary study between both English and French-Canadian populations. There is no clear achievement gap between the participants.
Discussion
Looking at the data, we see that overall there is little difference in the distribution between English and French-Canadians for any of the indicators examined. Although not conclusive, this suggests that many of the socioeconomic gaps between English and French Canadian society have closed.
Limitations and Next Steps
For the sake of transparency, a few limitations may have affected the results and conclusions made in this study. In particular, we did not take into account the province of residence of respondents. This is particularly an issue as the distribution of English and French speakers in Canada remains extremely stratified between provinces. For example, the majority of Francophones are found in Quebec and New Brunswick (Statistics Canada 2017). Quebec is also unique in that it serves as an outlier since it is the only province with a Francophone majority (Statistics Canada 2017). Therefore, the experience of being an English Canadian is likely to be much more different in Quebec than in other English majority provinces.
We also fail to take into account bilingual speakers of both English and French. This also poses an additional challenge as native francophones are much more likely to be bilingual than their allophone counterparts. In fact, those with French as a mother tongue had an English-French bilingualism rate of 43.2% as compared to a much lower bilingualism rate of 11.7% for all other languages (Statistics Canada 2017). Finally, our study omits the growing number of immigrants who learn English and/or French later in life, as well as indigenous Canadians who may have extremely different socioeconomic conditions than established English or French communities.
Future work may examine in depth socioeconomic conditions of bilingual speakers as compared to monolingual speakers. Particular care should be placed upon bilingual French-English speakers compared to monolingual French speakers. We can also do a more in-depth analysis between English-majority provinces and Quebec to examine how the two groups fair in regions where they are minorities.
Supporting code is available at the GitHub link in the site header
References
Behiels, Michael D., “Francophone-Anglophone Relations”. In The Canadian Encyclopedia. Historica Canada. Article published February 07, 2006; Last Edited March 04, 2015. https://www.thecanadianencyclopedia.ca/en/article/francophone-anglophone-relations
Hadley Wickham, Romain François, Lionel Henry and Kirill Müller (2020). dplyr: A Grammar of Data Manipulation. R package version 1.0.2. https://CRAN.R-project.org/package=dplyr
H. Wickham. ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York, 2016.
Paul A. Hodgetts and Rohan Alexander (2020). cesR: Access the CES Datasets a Little Easier.. R package version 0.1.0.
R Core Team (2020). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/.
Statistics Canada. 2017. 2016 Census Dictionary. Statistics Canada Catalogue no. 98-200-X. Ottawa, Ontario. August 31. https://www12.statcan.gc.ca/census-recensement/2016/as-sa/98-200-x/2016009/98-200-x2016009-eng.cfm (accessed September 27, 2020).
Statistics Canada. Language Highlight Tables, 2016 Census. Catalogue number 98-402-X2016005 in Statistics Canada [database online]. Ottawa, Ont., 2017 [accessed September 27 2020]. Available from: https://www12.statcan.gc.ca/census-recensement/2016/dp-pd/hlt-fst/lang/Table.cfm?Lang=E&T=11&Geo=00. Accessed September 27, 2020
Stephenson, Laura B; Harell, Allison; Rubenson, Daniel; Loewen, Peter John, 2020, ‘2019 Canadian Election Study - Online Survey’, https://doi.org/10.7910/DVN/DUS88V, Harvard Dataverse, V1
Wickham et al., (2019). Welcome to the tidyverse. Journal of Open Source Software, 4(43), 1686, https://doi.org/10.21105/joss.01686
Yihui Xie (2020). blogdown: Create Blogs and Websites with R Markdown. R package version 0.20.


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Iran Fuel Price Hike: 12 Dead, 13 Injured In Protest Over Surprise Rationing
by Digital DeskRest of the World News
At least 12 people have been killed in Iran so far in protest against the hike in fuel prices. As on Saturday, the 13 people were being treated for injuries.
Written By Digital Desk | Mumbai | Updated On: November 17, 2019 06:51 IST
At least 12 people have been killed in Iran following protests that have erupted across the country after the government unexpectedly announced a hike in fuel prices. According to reports, "the death toll in Iran from protests over gasoline rationing and price hikes of at least 50% has risen to 12 over the past two nights". While one protestor was killed in Sirjan, four died in Marmara. As on Saturday, the 13 people were being treated for injuries, as per reports.
Protests were held in several cities of Iran on early Saturday after the government announced effective measures to rationalise and increase the price of petrol by three times, a day before. Without prior warning, the Iranian state television quoting Vice President Mohammad Bagher Nobakht in the early hours of Friday morning, broadcasted a statement by the National Iranian Oil Products Distribution Company saying petrol will now be rationed across the country using smart fuel cards.
READ | BMC Mayor Polls: Who Will Head India's Richest Civic Body, Amid 'Sena-BJP' Fallout?
The International Monetary Fund (IMF) has predicted the Iranian economy will shrink by 9% this year, as US sanctions choke off oil exports that have been Iran's main revenue source, and endemic corruption hobbles Iranian President Hassan Rouhani's efforts to address the crisis. The country's economy has worsened under the Trump administration's "maximum pressure" campaign and domestic corruption.
READ | Security Breach At Taj Mahal: Drone Spotted In No-fly-zone
US sanctions affected Iran
Iran has some of the world's cheapest fuel prices due to heavy subsidies and the fall in the value of its currency. It is also one of the world's largest oil producers, with exports worth billions of dollars each year. But it has limited refining capacity and sanctions have made it difficult to obtain spare parts for oil plants. Sanctions were reimposed last year after US President Donald Trump abandoned the landmark nuclear deal between Iran and six world powers, as per reports.
Under the accord, Iran agreed to limit its controversial nuclear activities and allow in international inspectors in return for sanctions relief. Since the US left the deal, Iran has been gradually stepping up its nuclear activity in breach of the accord, though it has consistently denied wanting to develop nuclear weapons. The sanctions have led to a sharp downturn in Iran's economy, pushing the value of its currency to record lows, quadrupling its annual inflation rate, driving away foreign investors and triggering protests.
READ | BJP Ratchets It Up Nationwide, Demands Rahul Gandhi's Apology For 'Rafale Lies'
READ | National Press Day 2019: All You Need To Know About The Press Council Of India
(with ANI inputs)


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Issue SYNTACTIC-ENVIRONMENT-ACCESS:RETRACTED-MAR91 Summary
These passages are relevant to issue
SYNTACTIC-ENVIRONMENT-ACCESS:RETRACTED-MAR91
:
Glossary Section ``D''
Macro Lambda Lists
Naming of Compiler Macros
Safe and Unsafe Calls
System Class FUNCTION
The Evaluation and Compilation Dictionary
Copyright 1996, The Harlequin Group Limited. All Rights Reserved.


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Popular Fashion Icon Savagely Buttered In Russian Mafia Style After Thugs Besiege Property
by LuckyBouncers Pounce On Zimbabwe Fashion Week Founder
The country’s 16 Days of Activism campaign against Gender-based Violence kick-starts in grisly developments as popular fashion icon was left nursing a blue eye after 16 bouncers, allegedly sent out by the Russian husband- thronged her Cyward Close house, assaulting her, a minor child, two men in the house before ordering them to vacate the property.
Priscilla Chigariro Gessen (38), the founder of Zimbabwe Fashion Week, is married to a Russian national- Allen Gussen.
The two’s marriage is reported to have broken down sometime, last year. Consequently, Mr Gessen deserted the fashion mogul in Moscow after she gave birth to a baby girl before the child could acquire identity documents. In terms of the Russian laws, Chigariro could not leave Moscow until she acquired identity documents for the baby.
While she was “entrapped” in Moscow, her estranged husband allegedly took advantage of her absence to sell the property. The matter came to light as Chariro was narrating her ordeal to the police, where she insists, the incident was engineered by her Russian husband whom she accuses of trying to force her out of their premises.
In connection with the matter, two suspects have since been apprehended at Highlands Police Station and are expected to appear in court today.
It is also reported, Mrs Gessen’s security has been beefed up as she has engaged a private armed security company for protection against any further attacks.
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To View and Apply for the latest Jobs and Vacancies in Zimbabwe, Please Visit our Sister website iHarare Jobs


A modern web application supports your business in its success. Following current best practices we can react to market changes in time. By improving your application we deliver more value, while reducing cost.
Introducing and improving automated tests
To improve the quality of your application, we introduce automated tests. Unit, integration, and end-to-end tests replace manual testing. They increase the confidence in the application by reducing the number of defects.
Code reviews
With code reviews we make sure that we build the right features the right way. It is an integral part of the software development process. Programmers give and receive feedback on their code improving it along the way.
Mentoring development teams
Mentoring your development team on how to write good web applications is the quickest way to improvement. Enabling others to do great work is rewarding. Working together every day, through talks and workshops I pass on my knowledge.
Improving performance of web applications
A fast web application has good user experience. It reduces costs. It increases revenue.
Let's work together
I would love to help make your web application better. I'm always available for a conversation. Feel free to contact me by sending an email to
<EMAIL_ADDRESS>or send me a message on LinkedIn.


Jester, you have done it again!
Constantly raising the bar for the circus.
I would say I am surprised,
but I know who you are.


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We often pass data between
web pages as information in the form of URL parameters (or query strings). A URL can have single or
multiple parameters. When redirecting to another page from your ...
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In JavaScript, you can use
window.location.href or simply window.location property to redirect to another page. This is a quick
JavaScript tip for beginners. ...
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In this post here, I’ll
show you how to get the selected value in a SELECT dropdown list using plain old JavaScript. This is for
the beginners. ...
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Let us assume, your web
page has a DIV element and you want to auto-refresh its contents every few seconds. You can easily do this
using jQuery or any other library. I’ll show how to auto-refresh a ...
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You can use the
.appendChild() method in JavaScript to add or append an element to the body section of the document or the
web page. Lets find out how. ...
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Ajax, as you know stands
for Asynchronous JavaScript and XML, which allows web applications (client side) to send and receive data
from a server, asynchronously. Ajax can be used with any framework or ...
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In todays post, I am
sharing a quick tip showing how to get span element inside an li tag using jQuery and JavaScript. Let’s
assume, I have an unordered list on my web page and inside each li tag ...
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I recently notice a bug in
my Bulk Image Resizer tool. The file input was not working after clearing the existing selections and
selecting new files. The issue is now resolved. After ...
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In JavaScript, you can use
the getElementByTagName() method to get elements with a given tag name. This makes is easy to get all
elements of a specific type in a form. Here, I’ll show how to get all ...
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In this article, I’ll show
you how to convert your form data into a PDF using only JavaScript. Not just plain text data, the example
also shows how easily you can convert an image on your web form ...


I’ve used d3.select to target an element <div id="example"> in this document:
[Read More]
Graduate Assistant
ISISLab, University of Salerno,Italy
Worked in the lab developing application that generate static github pages which are going to be used by the end-user to be customized according to their own choices. This was developed wit the help of jekyll and javascript
[Read More]
Graduate Trainee
ACT-Operations & Research
I was assign to develop a Google Chrome Extension for Data Analysis. It was developed in Javascript. Basically what it does was that it mark a tag in a webpage and save the details of that tag into google sheets. For this you will have to authentication a google account...
[Read More]
EMIS Officer/ Full STack Developer
Rural Empowerment & Institutional Developement
I was responsible for the maintenance of the web application and running of the application in all the district of the schools. Several reporting forms were designed for the United Nations High Commission for Refugees which were to be submitted bythe end of every month.
[Read More]
Dot. Net Developer Intern
Brain Software Enterprises
Worked as a computer operator in the Flood Affected projet funded by United Nations. Main responsibilities includes.
Hotel Managment Information System developed as semester project with C# and Microsoft SQL Server. Some services were integreated into the main solution for BSOFT.


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{% else %}
{% trans "Please login to see this page." %}
{% endif %}
{% endif %}
{% if form.errors %}
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Your username and password didn't match.
Please try again.
{% endblocktrans %}


Roseville Pool Service - Commitment to our Customers
We are committed to provide you with the best possible service for your swimming pool. In order to provide you with this superior service, we are careful that we do not take on more customers than we can handle. Superior service is simply a common sense philosophy we follow that can be very hard to find:
- We show up when we say we will. We look at each service visit as an appointment with our customer, even if you aren't at home when we come. If unforeseen circumstances do not permit us to service your pool on your scheduled day, we let you know and reschedule as early as possible.
- We provide the full service you are paying for. This commitment means we don't cut corners when you aren't watching or on things you may not be able to verify, such as whether or not we really test the water each week.
- We will treat your pool like it is our pool. This means taking a little extra time to do things that aren't specifically required of us, but which will keep your equipment running better and lasting longer.


Back in 2016, we met at Qualcomm's annual DECA Conference and became close friends. Soon after getting our offers from Qualcomm, we decided to become roommates. We started this project as a way to protect the millions of bikers out there who want to be able to roam the streets, without being prone to accidents. Our main priority is to create products that protect our customers and to make sure that they feel safe while on the road. We are committed to making quality products and always put our customers before anything else.
Eddie is an undergraduate studying Mathematics-Computer Science at UCSD. During his free time, Eddie enjoys competing and playing all kinds of sports.
Adam is an undergraduate studying Computer Science and Engineering at UCSD. During his free time, Adam likes listening to good music and playing in his rock band.
Jose Armando is a student at UC San Diego studying Computer Engineering. During his free time, Jose likes to play soccer and go to Sushi Ki!
Our smart helmet comes fully equipped with sensors to help you avoid unseen obstacles and increase your visibility to other drivers on the road.
Two rear-mounted proximity sensors will alert you of other vehicles in your blindspots + via the front LCD.
SnapCruze connects with your smartphone to analyze your surroundings and help + you to find safer routes to your favorite destinations.
Our on-board accelerometer detects when you are slowing down to stop and toggles a brakelight on the rear of the helmet.
Our smartphone companion app allows you to completely customize the SnapCruze helmet's notification settings. Your safety never takes the backseat!
Our bright LED headlight not only acts as a forward facing spotlight,the LED design is customizable via the SnapCruze app too!
You can track your rides and see the progress that you have made.
Did your recent route have multiple potholes and dangerous traffic? Now you can report it to the app and we will notifu you which routes are best to take.
Input emergency contact info that will alert your family members/friends when we detect that your helmet suffered an accident.
You can now have us send an automated ambulance alert message if we detect that you suffered a severe accident.Your life is important to us, which is why we value every second.
You can customize the award winning LED headlights on your helmet by using our configuration feature on our app. Be creative and make it unique.
We added a tips section that will give you new tips every day so you stay safe while on the road. These tips will be a great reference for you to maintain safe habits and know your rights as a biker!


This dialog shows the key, which was used for encrypting the plaintext.
The dialog box appears, for example, if you click the menu "Edit \ Show key" for a permutation cipher or at the end of the automatic analysis of a single column transposition.


Erick Matsen
What assumption enables this application of the bootstrap?
\[ P(T \mid D) \propto P(D \mid T) P(T) \]
Quantify the posterior distribution of trees given data and a prior.
If we want to quantify the support of a given node \(N\) of a tree,
\[ P(N \mid D) = \sum_{T \ni N} P(T \mid D) \]


A form to enter registration information for a company opens. Fill in
the form.
When all fields have been correctly entered, click Create to open a
new window with a confirmation of successful registration. Failing to
fill the form correctly results to an error.


--- layout: blog type: blog blogroll: true ---
On this blog, we're going to create our simple custom URL redirection for your javascript application. This is helpful especially if you're working with session timeout and you want to put... ...read more
In this blog, I'll show you a basic extension method that you can use to get the... ...read more
Deploying Vue.JS on Azure App service made easy using an extension. In this blog, I'm going to show you how you can create an app service and... ...read more
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#machinelearningSeeding of users & roles in ASP.NET Core with EF Core made easy. In this blog, I'm going to show you how you can implement a basic seeding of users and roles for your ASP.NET Core app. ...read more
#asp.netIn this article, I'm going to help you how to install and use PostgreSQL (an alternative open-source object-relational database management system) in your ASP.NET Core App. ...read more
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#asp.netToday I'm going to help you (with simple steps) how to host your vue.js app on IIS. ...read more
#iis #vue.jsToday I'm going to teach how to publish your ASP.NET Core 2.1 app on Windows Service using self-contained application for windows. ...read more
#asp.netThis blog post will help you to create a simple but dynamic powerful web app powered by ASP.NET Core that is connected with MS Sql Server ...read more
#asp.netThis blog post will help you to install and setup maps and geolocation to your cross platform project. ...read more
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#xamarinThis is the continuation of the "Simple Weather App in Xamarin Forms with MVVM using Weather API Part 1" where we are going to do the back-end development...read more
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#xamarinIn this post, we'll be creating simple Xamarin.Forms crud app with Realm Database and MVVM architectural design pattern. (Part 1)...read more
#xamarinThis is the part 2 or the continuation of "Creating Simple Xamarin Forms Crud App with RealmDB and MVVM...read more
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#xamarinThis post will help you how to use the Xamarin Live Player on your installed Visual Studio 2017 v.15.3 with updated Xamarin for Visual Studio...read more
#xamarinI'll show you some steps on how to setup xamarin live player in Visual Studio 2017 v.15.3...read more
#xamarinIf you're using asp.net web api or you want to apply this api snippets and add some logic to your xamarin forms login system, this post is very helpful ...read more
#xamarinHere are the basic steps on how to create your first web api using ASP.NET MVC...read more
#asp.net


Cosmic explosions
The 2020 ANITA summer school on "Cosmic Explosions" will take place over three days (Mon-Wed). It will be followed by the 2020 ANITA theory workshop.
Topics covered will include:
Detailed schedule:
Monday 9:30 - 10:50: lectures on massive stars/explosions (Bernhard Mueller) 10:50 - 11:10: morning tea 11:10 - 12:30: interactive session massive stars/explosions (Bernhard Mueller) 12:30 - 13:30: lunch 13:30 - 14:50: lectures on massive stars/explosions (Alex Heger) 14:50 - 15:10: afternoon tea 15:10 - 16:30: hands-on session massive stars/explosions (Alex Heger) 16:30 - 17:00 break 17:00: Evening welcome drinks/light snacks on site Tuesday 9:30 - 10:50: lectures on high-energy (X-ray, gamma ray) explosions, nucleosynthesis (Fiona Panther) 10:50 - 11:10: morning tea 11:10 - 12:30: interactive session on high energy explosions/transients (Fiona Panther) 12:30 - 13:30: lunch 13:30 - 14:50: lectures on SN progenitors/explosion, Integral Field Unit SN remnant data (Ivo Seitenzahl) 14:50 - 15:10: afternoon tea 15:10 - 16:30: interactive session on integral field unit data of SN remnant(s) (Ivo Seitenzahl) 16:30: free evening Wednesday 9:30 - 10:50: lectures on Fast Radio Bursts (Shivani Bhandari) 10:50 - 11:10: morning tea 11:10 - 12:10: interactive session on FRBs with OzStar (Shivani Bhandari) 12:10 - 12:40: quick lunch 12:45: Board bus to depart for tour of the Molonglo Observatory Synthesis Telescope with Chris Flynn 13:30 (approx): tour begins (tour includes afternoon tea) 16:30 (approx): tour concludes 16:45: (approx): Depart for Canberra by bus 17:30 (approx): arrive back at UNSW Canberra (and possible stops at Mercure Canberra and City).
Note: We will not cover rigorous mathematical working and proofs. We may provide links and material that you can/should read.
The school material will be presented by:


Unsupervised clustering with mixed categorical and continuous data
A short discussion of methods for clustering mixed datasets of categorical and continuous data.
Introduction
Recently I had to do some clustering of data that contained both continuous and categorical features. Standard clustering algorithms like k-means and DBSCAN don’t work with categorical data. After doing some research, I found that there wasn’t really a standard approach to the problem. So, I came up with a few different approaches, the practical implementations of which I’m documenting here and which I plan to come back to investigate further at some point:
- Cluster using e.g., k-means or DBSCAN, based on only the continuous features;
- Numerically encode the categorical data before clustering with e.g., k-means or DBSCAN;
- Use k-prototypes to directly cluster the mixed data;
- Use FAMD (factor analysis of mixed data) to reduce the mixed data to a set of derived continuous features which can then be clustered.
I’ll describe each approach in a little more detail below, but first, if you plan to follow along, you’ll need to install the prince and kmodes Python packages:
$ pip install prince
$ pip install kmodes
The post comes with a Jupyter notebook which you can find here on Github. Let’s get to our Python imports:
import numpy as np
import pandas as pd
from prince import FAMD
from sklearn.datasets import make_blobs
from sklearn.cluster import KMeans
from kmodes.kprototypes import KPrototypes
from sklearn.preprocessing import StandardScaler
random_state = 1234
pd.options.plotting.backend = "plotly"
I also defined a custom plotting function to use in this post which leverages Pandas brand new plotly plotting backend:
def plot_cluster(X, y, title="Cluster plot"):
fig = X.plot.scatter(x='X1', y='X2', color=y)
fig.update_layout(autosize=False, width=475, height=475,
coloraxis = dict(showscale=False, colorscale='Portland'),
font=dict(size=18),
title=dict(text=title, x=0.5, y=0.95, xanchor='center'))
fig.update_traces(marker=dict(size=15))
return fig
Finally, I’ll create some synthetic data to demonstrate the clustering methods discussed in this post. The data will have 50 observations, 3 features and 3 clusters. I standardise the numerical data with sklearn’s StandardScaler()
for clustering purposes (to make sure all features are on the same scale), and pretty arbitrarily convert one of the features to a categorical of “LOW” and “HIGH” values to demonstrate different approaches to clustering mixed data.
X, y = make_blobs(n_samples=50, centers=3, n_features=3, random_state=random_state)
X = pd.DataFrame(X, columns=['X1', 'X2', 'X3'])
X['X3'] = np.where(X['X3'] < 0, 'LOW', 'HIGH')
con_feats = ['X1', 'X2']
cat_feats = ['X3']
scale = StandardScaler()
X[con_feats] = scale.fit_transform(X[con_feats])
X.head()
| X1 | X2 | X3 | |
|---|---|---|---|
| 0 | -0.495194 | 0.963114 | HIGH |
| 1 | -0.548021 | -1.762852 | LOW |
| 2 | 1.101047 | 0.935499 | LOW |
| 3 | -0.694720 | -1.779252 | LOW |
| 4 | 1.261093 | 0.964404 | LOW |
Let’s plot our synthetic data (using our two continuous features as the x
and y
axes). There are 3 quite distinct blobs shown in blue, red, and yellow. However, there is a bit of mixture evident in the blue and red blobs and it will be interesting to explore how our different clustering approaches can capture this.
fig = plot_cluster(X, y, title="True Data")
fig
1. Cluster based on continuous data only
The first question I asked myself when dealing with my mixed data was “Do I really need the information contained in the categorical features to extract patterns in my dataset?”. It could be that the continuous features available to you in your mixed data are adequate for grouping the data into representative clusters. So the first thing we’ll try here is to simply ignore our single categorical feature (which standard algorithms like k-means and DBSCAN don’t like), and only cluster based on our continuous features.
model = KMeans(n_clusters=3, random_state=random_state).fit(X[con_feats])
pred = model.labels_
fig = plot_cluster(X, pred, title="Continuous Only")
fig
The results are not too bad, we pick up the 3 main clusters, but do not identify that mixed data around (X1=-1
, X2=0
) evident in the true data (Figure 1).
2. Encode the categorical data before clustering
Next we’ll try encoding the categorical data using one hot encoding so that we can include it in k-means clustering (note that you may also want to try scaling the data after OHE but I didn’t do that here for succinctness).
model = KMeans(n_clusters=3, random_state=random_state).fit(pd.get_dummies(X))
pred = model.labels_
fig = plot_cluster(X, pred, title="Encoded Categorical Data")
fig
The results are better than before, we get our 3 blobs, plus we identify some of that mixed data around (X1=-1
, X2=0
).
3. Use the k-prototypes algorithm
The k-prototypes algorithm can work directly with the categorical data, without the need for encoding. I defer to the k-prototypes documentation and the original paper by Huang (1997) for an explanation of how the algorithm works.
pred = KPrototypes(n_clusters=3).fit_predict(X, categorical=[2])
fig = plot_cluster(X, pred.astype(float), title="k-prototypes")
fig
The results are similar to the above, we get our 3 blobs, plus we identify some of that mixed data around (X1=-1
, X2=0
).
4. Use FAMD to create continuous features for clustering
Our final approach is to use FAMD (factor analysis for mixed data) to convert our mixed continuous and categorical data into derived continuous components (I chose 3 components here). I defer to the Prince documentation for an explanation of how the FAMD algorithm works.
Here is an example of the 3 derived components for the first 5 observations in our synthetic dataset.
famd = FAMD(n_components=3).fit(X)
famd.row_coordinates(X).head()
| 0 | 1 | 2 | |
|---|---|---|---|
| 0 | -0.134396 | 7.103708 | -0.530751 |
| 1 | 7.067240 | 0.113685 | 1.561657 |
| 2 | 7.090335 | 0.082113 | -1.083236 |
| 3 | 7.060651 | 0.122537 | 1.649692 |
| 4 | 7.097300 | 0.072753 | -1.186533 |
model = KMeans(n_clusters=3, random_state=random_state).fit(famd.row_coordinates(X))
pred = model.labels_
fig = plot_cluster(X, pred, title="FAMD + Clustering")
fig
The results are interesting here, we do get our 3 blobs but the bottom left blob is not very uniform. However, we perfectly identify the mixed labels around (X1=-1
, X2=0
), which no previous approach has been able to do.
Summary
In this post I documented a few approaches for clustering mixed continuous and categorical data. As always with data science, there is no one approach suited to all problems - in my opinion, clustering in particular is as much an art as a science. But, for the specific real-world application I was working on, I ended up going with approach number 4 (FAMD + clustering), because it yielded the best results for my dataset (which was significantly more complex than the one in this post, with ~400 mixed categorical and continuous features).


---
sort_order: 96
tei_id: rdx_b5j2m.p.idm8426960
annotation_count: 0
images:
small-thumbnail: http://readux.library.emory.edu/books/emory:b5j2m/pages/emory:p76m8/mini-thumbnail/
json: http://readux.library.emory.edu/books/emory:b5j2m/pages/emory:p76m8/info/
full: http://readux.library.emory.edu/books/emory:b5j2m/pages/emory:p76m8/fs/
page: http://readux.library.emory.edu/books/emory:b5j2m/pages/emory:p76m8/single-page/
thumbnail: http://readux.library.emory.edu/books/emory:b5j2m/pages/emory:p76m8/thumbnail/
title: Page 96
number: 96
---
{% raw %}92 MRS. H. BEECHER STOWe's " UNCLE TOM."{% endraw %}
{% raw %}time," I answered, after a moment's hesitation.{% endraw %}
{% raw %}" Come, my good fellow, tell us all about it. You're{% endraw %}
{% raw %}running away, ain't you ? " I saw he was a friend,{% endraw %}
{% raw %}and opened my heart to him. " How long will it{% endraw %}
{% raw %}take you to get ready ? " " Be here in half an hour,{% endraw %}
{% raw %}sir." "Well, go along and get them." Off I{% endraw %}
{% raw %}started; but, before I had run fifty feet, he called{% endraw %}
{% raw %}me back.  When we get off, I'll lay to over{% endraw %}
{% raw %}opposite that island, and send a boat back. There's a{% endraw %}
{% raw %}lot of regular nigger-catchers in the town below, and{% endraw %}
{% raw %}they might suspect if you brought your party out of{% endraw %}
{% raw %}the bush by daylight." I worked away with a will.{% endraw %}
{% raw %}Soon the two or three hundred bushels of corn were{% endraw %}
{% raw %}aboard, the hatches fastened down, the anchor raised,{% endraw %}
{% raw %}and the sails hoisted.{% endraw %}
{% raw %}I watched the vessel with intense interest as she{% endraw %}
{% raw %}left her moorings. Away she went before the free{% endraw %}
{% raw %}breeze. Already she seemed beyond the spot at{% endraw %}
{% raw %}which the captain agreed to lay to, and still she{% endraw %}
{% raw %}flew along. My heart sank within me; so near de¬{% endraw %}
{% raw %}liverance, and again to have my hopes blasted, again{% endraw %}
{% raw %}to be cast on my own resources! I felt that they{% endraw %}
{% raw %}had been making sport of my misery. The sun{% endraw %}
{% raw %}had sunk to rest, and the purple and gold of the{% endraw %}
{% raw %}west were fading away into grey. Suddenly, how¬{% endraw %}
{% raw %}ever, as I gazed with a weary heart, the vessel swung{% endraw %}
{% raw %}round into the wind, the sails flapped, and she stood{% endraw %}
{% raw %}motionless. A moment more, and a boat was lowered{% endraw %}
{% raw %}from her stern, and with a steady stroke made for{% endraw %}
{% raw %}the point at which I stood. I felt that my hour of{% endraw %}


Image credits: Nicko
Use our suggestions to take your large text corpus and make it digestible! We aim to make text accessible by providing intuitive visualizations.
First, get an idea of your data structure to find out what you may be capable of. Our data source looks like this.
The most well known visualization used to describe a corpus is the word cloud. However, it is not effective at conveying anything meaningful and useful about the corpus. Here is a scathing article on word clouds. The following is an example of what a word cloud looks like.
Click on this link to see a better example.
Sentiment Analysis can give insight to opinions expressed within the corpus. The following is a chart showing sentiment analysis by category.
Text analysis can yield insterestng results when implemented for a particular purpose. In this case study we analyzed our new and politics corpus to determine trands in politics.
Utilize named entity recognition to find locations in your data and show them on a map to see where these articles come from.


Notes on How to Rock the Stage
Back at Microsoft, I went to a seminar (they call them "courses") on the topic of public speaking,
taught by then distinguished engineer / tech evangelist James Whittaker.
On that day, he spoke well and worked his audience (fresh hires and folks experiencing mid-life/career crises).
While I was originally planning to transcribe notes from that seminar,
I was instead enchanted by another talk on public speaking he gave a year earlier with Michelle Dickinson.
The actual talk manifests the ideas below and offers plenty of examples.
James' speaking has a great quality of connecting so many disparate concepts -- sometimes whimsically -- in a way that infects my mind a bit every time.

Notes from the talk:
-
Why speak? To influence people.
What better way to influence people than with effective stage presence?
-
If you tell someone their own story, it will resonate.
So, speak for your audience, not to them!
James equates this to the old adage, "Show, don't tell."
Saying "I", "me", and talking about your accomplishments is a great way to speak to the audience.
-
A concept is an address[1] -- the name of the place where details are filed away.
Always give an address for the details.
Forcing an emotional connection is a way to create an address. Some examples:
- imprint with a sensory experience -- sound, visuals, taste, touch, smell.
- a shocking / visceral experience
- imprint with a common language / experience
- imprint with a surprising connection
-
You need to believe what you are saying to persuade.
For whatever reason (subtle cues?), in an FMRI study, the speaker and listener's brains mirrored each others' activity (source?). This lends some credence to the idea that you need to be emotionally invested in the presentation in the way you want your audience to be invested.
-
James has stories for important moments -- every project has a story.
Train yourself to recognize stories. Be a collector, inventor, and hunter of them.
They give you insight into the speaker's life.
-
Don't bombard. Pick one message. Is it tweetable?
-
Preparation is not optional. Preparation is personal.
Some examples of personal habits:
- practice with music to get a tempo
- practice when you will breathe
- practice by saying it out loud
- record yourself
- repeat the talk mentally over and over and over
- repeat the talk in bed
- practice the talk under increased pressure:
- tell the talk while naked in front of the mirror
- tell the talk to strangers
-
Practice by giving talks.
-
Nerves: they are like birthday candles -- savor them because they don't come that often.
-
Start strong! A talk is not a movie and the opening sentence is an upper bound on who will pay attention. An audience that has opted in will overlook some mistakes.
-
Never turn your back to the audience.
-
PowerPoint should never be more than a prop. Don't rely on it; you should be able to give the talk without any props. Always command the props, not the other way around (otherwise you are superfluous). The exception is videos -- you prepared them to takeover the stage.
-
Accentuate the key phrases. They really matter.
You can't do that while reading from a prompt.
-
Pauses are important. Use them thoughtfully.
-
Simple but deliberate stage movement and body language keeps the focus on the message.
Keep hands open. Hitler gave talks with fists. Pointing can be considered aggressive.
Standing behind a podium is too little stimulation. Dancing on the stage is too much.
-
Only look at notes in conjunction with another action (eg: turning).
Think of using illusions and misdirection to hide the use of notes.
-
Be genuine. Use your natural personality.
It makes you more relatable.
You will polarize, that's okay.
Even a persona is the personification of your goals and desires.
-
Finish strong (just like you started)!
Memories of an event tend to be colored by the average of the most extreme and last moments.
[1]
This idea meshes very well with the learning technique of chunking and attempting to retain ideas past the memory consolidation period by forming connections to known ideas.
See also sleep spindles.
More on this in another post.


HiClimR: Hierarchical Climate Regionalization
A tool for Hierarchical Climate Regionalization applicable to any correlation-based clustering.
It adds several features and a new clustering method (called, 'regional' linkage) to hierarchical
clustering in R ('hclust' function in 'stats' library): data regridding, coarsening spatial resolution,
geographic masking (by continents, regions, or countries), data filtering by mean and/or variance
thresholds, data preprocessing (detrending, standardization, and PCA), faster correlation function
with preliminary big data support, different clustering methods, hybrid hierarchical clustering,
multi-variate clustering (MVC), cluster validation, and visualization of region maps.
Downloads:
Reverse dependencies:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=HiClimR
to link to this page.


Pat's Salmon Cookies is a family business and is therefore unable to handle large volumes of calls. If this makes you sad, why not stop by and pick up some deliicious cookies to enjoy with your family~
To contact corporate for questions on just about anything (except our secret recipe!) shoot us an email at contact@pscookie.com


Moya Bootstrap is a media-only library which contains the Twitter Bootstrap CSS framework.
You may import Moya Twitter Bootstrap with the following:
<import py="moya.libs.bootstrap" />
And you can install it with:
<install name="bootstrap" lib="moya.twitter.bootstrap" />
This library has no views, and does not need to be mounted.
The Twitter Bootstrap CSS framework is the most popular HTML, CSS and JS framework for developing responsive, mobile first projects on the web.
Moya uses Bootstrap in its built in libraries, since without a CSS framework, your newly created site would be aesthetically challenged. One advantage of Bootstrap is that it is easy to customize, and there are many drop-in themes available.
Moya Bootstrap provides a number of media files, which you can list with the following command:
$ moya fs media --tree bootstrap-media
The simplest way to include the Bootstrap CSS would be to add it to your base template:
<link href="{% media 'css/bootstrap.css' from 'twitter.bootstrap' %}" rel="stylesheet">
If you built a Moya project with moya.start
, the CSS will have been included for you in the base template. The following command will display the base template in the terminal:
$ moya fs templates --cat moya.twitter.bootstrap/starter.html


10 Things I Hate About You (1999) 2 stars out of 4. Starring Julia Stiles and Heath Ledger
"10 Things I Hate About You" is a simplified and simplistic adaptation of Shakespeare's "The Taming of the Shrew."
Set at upscale Padua High School, the story revolves around the Stratford sisters, Kat and Bianca.
 Bianca is a sophomore, the belle of the school, a popular girl every guy wants to date.
But there's no catch. As in the original, Bianca can have nothing to do with the opposite sex until Kat is wooed. In other words, until Kat gets a date, Bianca must sit at home and wait.
The movie deviates from Shakespeare in several aspects, most notably giving Kat a valid psychological reason for her disdain of boys.
And while "10 Things I Hate About You" is not as intellectually stimulating nor as bawdy as the original, it has enough to satisfy young viewers and give them a sampling of the Bard's wit and style.
A cast of basically unknown young actors breathe life into this 90-plus minute confection, led by Julia Stiles as Kat and Heath Ledger as Patrick Verona, the bad-ass student hired to tame "the shrew."
The movie lacks weight. It's a fast-food film, easy to digest, but nothing remarkable or memorable.
"10 Things I Hate About You" follows in the wake of "Clueless" and "Cruel Intentions" making the classics palatable for younger audiences. Whether it stimulates young viewers to the point of actually reading the originals is problematic.
Older audiences may find the proceedings juvenile, but "10 Things I Hate About You" is a fun date movie for the under-25 crowd.
The only reason Shakespeare would roll over in his grave is any lack of credit for inspiring this update. Well, that's Hollywood.
Bob Bloom is the film critic at the Journal and Courier in Lafayette, IN. He can be reached by e-mail at<EMAIL_ADDRESS>or at<EMAIL_ADDRESS>The review above was posted to the
rec.arts.movies.reviews newsgroup (de.rec.film.kritiken for German reviews).
The Internet Movie Database accepts no responsibility for the contents of the
review and has no editorial control. Unless stated otherwise, the copyright
belongs to the author.
Please direct comments/criticisms of the review to relevant newsgroups.
Broken URLs inthe reviews are the responsibility of the author.
The formatting of the review is likely to differ from the original due
to ASCII to HTML conversion.
Related links: index of all rec.arts.movies.reviews reviews


This site is ran using Jekyll and is hosted on Github pages. I used this guide to help me setup Jekyll. I wanted to be able to host the site locally and see what the changes look like before i publish them. That guide is pretty straight forward but here are a few problems i ran into:
On the github pages that explains how to install Jekyll, step 3 says to create the Gemfile and run “bundle install” and you’re good to go; not the case in Linux Mint 17. It seems there is a problem with nokogiri. The problem is it’s missing some dependencies and when you try to install nokogiri via bundle it tries to install it’s own version of the depencies, but fails for some reason. I fixed it by installing these packages:
$ sudo apt-get install libxslt-dev libxml2-dev
Once those are installed you want to tell bundle to use the “local” copies by running:
bundle config build.nokogiri --use-system-libraries
Then you can run “bundle install” again and it’ll install Jekyll.
another thing that github forgets to explain is that before you can run “bundle exec jekyll serve” you have to have node.js or bundle will complain that it could not find a JavaScript runtime. To install Node.js, run:
$ sudo apt-get intall node.js
Then run bundle exec jekyll serve
and you can access your site at ‘http://localhost:4000’.


var orientation: Orientation
The Orientation this ExpandableFab is viewable in. Default value is Orientation.PORTRAIT.


Luminescence intensity change during the mechanochemical reaction of 1 with Him in a 1:2 mole ratio in the solid state at room temperature. (a) Before the reaction, (b) after 1 min, (c) after 3 min, (d) after 8 min, (e) after 15 min. The pictures were taken under UV irradiation.


Dozens blinded by police shots in Chile protests
by AFPSANTIAGO: Running away as shots rang out, Carlos Vivanco turned to see where they were coming from.
The 18-year-old student had become one of the scores of people hit in the eyes, and in some cases blinded, by police rubber bullets in Chile’s recent wave of anti-government protests.
Police have fired tear gas, water cannons and rubber shot cartridges. Vivanco was hurt during the first week of the protests when President Sebastian Pinera sent soldiers onto the streets.
“They wanted to cause me pain, shame, regret, fear,” says Vivanco at his house in the suburb of La Pintana near the capital Santiago.
“But they had the opposite effect. I have more rage than pain and more hatred than shame – and it is against those who are out there shooting and mutilating people.”
Vivanco went out to demonstrate in his neighborhood three weeks ago, in the first violent days of the unrest.
He says he joined the demonstrations against austere economic policies and the high cost of living because he wanted to protest for greater social equality.
He was running to avoid the police when eight shot pellets hit his body.
One of them hit his left eye. Another lodged in his face – close to his right eye, very nearly blinding him in that one too.
“It was clear what they were capable of, but I didn’t think they were allowed to fire like that, like butchers,” he says.

Builder Cesar Callozo, 35, was hit in the eye while playing the drum along with fellow musicians in the Plaza Italia, in central Santiago.
“There was a very nice atmosphere. All at once I felt something hit my eye and I fell to the ground,” he says, on the verge of tears as he waits for a checkup on his right eye at the Salvador Hospital in Santiago.
“It hurt. I writhed on the ground a bit. Then the pain receded and my face went numb. I stood up and yelled out that they wouldn’t defeat me.”
In the same waiting room, Nelson Iturriaga, 43, is also waiting to see doctors who he hopes will help him recover the sight in one injured eye.
“They tried to put out the flames by pouring petrol on them,” he says. “And the people are still in the street, calling for dignity.”
Mauricio Lopez, an eye trauma doctor at the hospital, says the blindings are like “an epidemic.”
“I have been working as an eye doctor for 20 years and I don’t think anything like this has ever happened in the history of Chile.”
Human rights groups and the Chile Medical College believe more people have suffered eye injuries during the protests in Chile than in the “yellow vest” riots in France or the recent protests in Hong Kong.
The unrest that began on October 18 with demonstrations against a rise in transport tickets descended into burning, looting and daily clashes between protesters and police.
Prosecutors say 20 people have died, including five at the hands of security forces, and thousands injured.
Chile’s independent National Human Rights Institute says it has brought legal action over 179 cases, including alleged murders, sexual violence and torture by the military police.
A UN human rights mission is investigating allegations of police brutality.
Chile’s independent National Human Rights Institute this week estimated 197 people had suffered eye injuries.
It said the injuries were caused “especially by pellet-shot guns but also with other weapons such as tear gas canisters.”
Lopez said he knew of 35 cases of deep eye injuries that were likely to cause total blindness.
The government has defended the military police against complaints by the Inter-American Commission on Human Rights but has promised to “restrict” the use of rubber bullets.
Pinera has announced a series of reforms, but protesters continue to mobilize, calling for him to quit.
Vivanco remains committed to protesting for a more just country. He proudly shows off a tattoo on his knuckles reading “Liberty.”
“The movement has cost me an eye,” he says. “But I am happy.”


{% load static i18n %}
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scan for good
discover how envrionmentally responsible your favorite brands are!
hold any UPC barcode to the camera to get started
climate change grade:
CO2 emissions in 2018 (metric tons):


#include <ControlMessage.hpp>
|
| enum | m_status_e {
M_STATUS_UNDEFINED,
M_STATUS_MAP_BEGIN,
M_STATUS_MAP_END,
M_STATUS_SAMPLE_BEGIN,
M_STATUS_SAMPLE_END,
M_STATUS_NAME_BEGIN,
M_STATUS_NAME_LOOP_BEGIN,
M_STATUS_NAME_LOOP_END,
M_STATUS_NAME_END,
M_STATUS_SHUTDOWN,
M_STATUS_ABORT = 9999
} |
| | Enum encompassing application and GEOPM runtime state. More...
|
| |
◆ m_status_e
Enum encompassing application and GEOPM runtime state.
| Enumerator |
|---|
| M_STATUS_UNDEFINED | |
| M_STATUS_MAP_BEGIN | |
| M_STATUS_MAP_END | |
| M_STATUS_SAMPLE_BEGIN | |
| M_STATUS_SAMPLE_END | |
| M_STATUS_NAME_BEGIN | |
| M_STATUS_NAME_LOOP_BEGIN | |
| M_STATUS_NAME_LOOP_END | |
| M_STATUS_NAME_END | |
| M_STATUS_SHUTDOWN | |
| M_STATUS_ABORT | |
◆ ControlMessageImp()
| geopm::ControlMessageImp::ControlMessageImp |
( |
struct geopm_ctl_message_s & |
ctl_msg, |
|
|
bool |
is_ctl, |
|
|
bool |
is_writer, |
|
|
double |
wait_sec |
|
) |
| |
ControlMessageImp constructor.
- Parameters
-
| [in] | ctl_msg | Buffer allocated in shared memory that is large enough to store a geopm_ctl_message_s. The memory should be attached by the controller and the application. |
| [in] | is_ctl | Boolean value that is true if the caller is the GEOPM controller and false if the caller is the application under control. |
| [in] | is_writer | Boolean value that is true if the caller is the controller or the lowest application rank on the node and false if the caller is any other application rank. |
| [in] | wait_sec | Double value specifying shmem timeout. |
◆ ~ControlMessageImp()
| virtual geopm::ControlMessageImp::~ControlMessageImp |
( |
| ) |
|
|
virtualdefault |
◆ abort()
| void geopm::ControlMessageImp::abort |
( |
void |
| ) |
|
|
overridevirtual |
◆ cpu_rank() [1/2]
| void geopm::ControlMessageImp::cpu_rank |
( |
int |
cpu_idx, |
|
|
int |
rank |
|
) |
| |
|
overridevirtual |
Set the rank running on a logical CPU.
- Parameters
-
| [in] | cpu_idx | Linux logical CPU index. |
| [in] | rank | MPI rank running on the given CPU. |
Implements geopm::ControlMessage.
◆ cpu_rank() [2/2]
| int geopm::ControlMessageImp::cpu_rank |
( |
int |
cpu_idx | ) |
const |
|
overridevirtual |
Get the rank running on a logical CPU.
- Parameters
-
| [in] | cpu_idx | Linux logical CPU index. |
- Returns
- Returns the MPI rank running on the given CPU.
Implements geopm::ControlMessage.
◆ is_name_begin()
| bool geopm::ControlMessageImp::is_name_begin |
( |
void |
| ) |
const |
|
overridevirtual |
Used by Controller to query if application has begun sending region names.
- Returns
- Returns true if application has begun sending region names across the table and false otherwise.
Implements geopm::ControlMessage.
◆ is_sample_begin()
| bool geopm::ControlMessageImp::is_sample_begin |
( |
void |
| ) |
const |
|
overridevirtual |
Used by Controller to query if application has begun sampling.
- Returns
- Returns true if application has begun putting samples in the table and false otherwise.
Implements geopm::ControlMessage.
◆ is_sample_end()
| bool geopm::ControlMessageImp::is_sample_end |
( |
void |
| ) |
const |
|
overridevirtual |
Used by Controller to query if application has stopped sampling.
- Returns
- Returns true if application has stopped putting samples in the table and false otherwise.
Implements geopm::ControlMessage.
◆ is_shutdown()
| bool geopm::ControlMessageImp::is_shutdown |
( |
void |
| ) |
const |
|
overridevirtual |
Used by Controller to query if application is ready to shutdown.
- Returns
- Returns true if application is ready to shutdown and false otherwise.
Implements geopm::ControlMessage.
◆ loop_begin()
| void geopm::ControlMessageImp::loop_begin |
( |
void |
| ) |
|
|
overridevirtual |
Used to synchronize passing region names across the table.
The application and controller call this interface to synchronize each trip through the buffering loop which is used to pass region names from the application to the controller at the end of an application run.
Implements geopm::ControlMessage.
◆ step()
| void geopm::ControlMessageImp::step |
( |
| ) |
|
|
overridevirtual |
◆ wait()
| void geopm::ControlMessageImp::wait |
( |
| ) |
|
|
overridevirtual |
Wait for message that other side has advanced to next phase in runtime.
Implements geopm::ControlMessage.
The documentation for this class was generated from the following files:


Serves
Serves 4
Preheat the oven to 230C/445F/Gas 8.
Line a baking tray with baking parchment.
Trim the chicory, removing any brown leaves, but do not cut off the stem at the bottom, because this holds the chicory together. Cut the chicory in half lengthways, then cut each half into four equal pieces lengthways. Place the chicory onto the baking sheet and drizzle with the sherry vinegar.
Dot the chicory generously with little knobs of butter and season well with salt and freshly ground black pepper.
Sprinkle the chicory with caster sugar and cook in the oven for 15 minutes.
Check the chicory after 15 minutes. If it has started to brown, turn it over in the melted butter and return it to the oven. If not, allow to cook for 4-5 more minutes before turning.
When the chicory is almost golden-brown all over, place the hazelnuts or walnuts for the salad onto a baking tray and roast for 3-4 minutes. Remove and allow to cool, then roughly chop.
Season the pigeon breasts with salt and freshly ground black pepper.
Melt the butter in a frying pan over a medium heat. Add the pigeon breasts and cook for 2-3 minutes, until browned, then turn over and cook for a further 2-3 minutes, or until cooked to your liking. Set aside to rest for 3-4 minutes, then carve each pigeon breast into four slices.
For the dressing, place the walnut oil, vinegar and mustard into a bowl and mix well. Season, to taste, with salt and freshly ground black pepper.
To serve, place the mixed lettuce leaves into a bowl and add the chicory. Mix gently, then add equal amounts of salad onto each plate.
Place a sliced pigeon breast onto each salad and drizzle with the dressing. Sprinkle each salad with equal amounts of sliced pickled walnuts and the chopped roasted nuts.


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lmp.derivs¶
-
lmp.
derivs
(t, q, q0_local, q1_local, profile, p, particles)[source]¶ Calculate the derivatives for the system of ODEs for a Lagrangian plume
Calculates the right-hand-side of the system of ODEs for a Lagrangian plume integral model. The continuous phase model matches very closely the model of Lee and Cheung (1990), with adaptations for the shear entrainment following Jirka (2004). Multiphase extensions following the strategy in Socolofsky et al. (2008) with adaptation to Lagrangian plume models by Johansen (2000, 2003) and Yapa and Zheng (1997).
- Parameters
- tfloat
Current value for the independent variable (time in s).
- qndarray
Current value for the plume state space vector.
- q0_localbent_plume_model.LagElement
Object containing the numerical solution at the previous time step
- q1_localbent_plume_model.LagElement
Object containing the numerical solution at the current time step
- profileambient.Profile object
The ambient CTD object used by the simulation.
- pModelParams object
Object containing the fixed model parameters for the bent plume model.
- particleslist of Particle objects
List of bent_plume_model.Particle objects containing the dispersed phase local conditions and behavior.
- Returns
- ypndarray
A vector of the derivatives of the plume state space.
See also