Ever been annoyed at a constantly changing
db/structure.sql file when using ActiveRecord and Postgres?
Spent hours trying to decipher why that one team member keeps changing the file?
This library is here to help!
It cleans away all the unnecessary output in the file every time its updated automatically. This helps avoid merge conflicts, as well as increase readability.
Add the following to your Gemfile:
This will automatically hook the library into your
rake db:migrate task.
Supported Rails versions
Whilst there is no reason this shouldn't work on earlier versions, this has only been tested on Rails 4.2 and newer.
It also assumes you use ActiveRecord with PostgreSQL - other ORMs or databases are not supported.
Currently the library assumes all your
id columns are either SERIAL, BIGSERIAL or uuid. It also assumes the
id is the primary key.
Multi-column primary keys, as well as tables that don't have
id as the primary key are not supported right now, and might lead to wrong output.
You can disable this part of the cleaning process in your
Rails.application.configure do config.activerecord_clean_db_structure.ignore_ids = true end
You can optionally have indexes following the respective tables setting
Rails.application.configure do config.activerecord_clean_db_structure.indexes_after_tables = true end
When it is enabled the structure looks like this:
CREATE TABLE public.users ( id SERIAL PRIMARY KEY, tenant_id integer, email text NOT NULL ); CREATE INDEX index_users_on_tentant_id ON public.users USING btree (tenant_id); CREATE UNIQUE INDEX index_users_on_email ON public.users USING btree (email);
To enable sorting the table column definitions alphabetically, discarding the actual order provided by
Rails.application.configure do config.activerecord_clean_db_structure.order_column_definitions = true end
You can have the schema_migrations values reorganized to reduce the number of merge conflicts by setting
Rails.application.configure do config.activerecord_clean_db_structure.order_schema_migrations_values = true end
You can have the unique constraints moved to the create table definitions with
Rails.application.configure do config.activerecord_clean_db_structure.move_unique_constraints_to_tables = true end
When it is enabled the values are ordered chronological and the semicolon is placed on a separate line:
INSERT INTO "schema_migrations" (version) VALUES ('20190503120501') ,('20190508123941') ,('20190508132644') ;
Copyright (c) 2017, Lukas Fittl
activerecord-clean-db-structure is licensed under the 3-clause BSD license, see LICENSE file for details.


|[Home] [Credit Search] [Category Browser] [Staff Roll Call]||The LINUX.COM Article Archive|
|Originally Published: Monday, 5 June 2000||Author: Joseph Kordish|
|Published to: news_learn_firststep/Firststep News||Page: 1/1 - [Std View]|
The Story of X
It's sad that many new Linux users use X without knowing what it really is, or its origin. The X Window System provides a complete Graphical User Interface (GUI) for UNIX and UNIX-like systems. It was originally developed by the now-defunct Project Athena, a five-year exploration of innovative computing at MIT. X is currently developed and distributed commercially by the X Consortium, X.Org.


A good build environment needs the right balance among complexity, speed, cost, and adaptability. With our recent move to CircleCI, OpenNMS has achieved that balance and even created two customized tools that others might find useful.
Find out more about how using metadata in OpenNMS can streamline configuration.
No one wants to have a security vulnerability, particularly with network management software, where the consequences could be serious. Find out how OpenNMS deals with reported security issues when they arise.
If you are using the Prometheus toolkit to monitor your network systems, you can now integrate that performance data into OpenNMS with the new PrometheusCollector. Learn how.
OpenNMS makes it easy to create permanent, historic records of strategic network performance data with its dashboard-to-PDF feature. Lean how to design and schedule PDF reports from ANY Grafana dashboard, even those not using OpenNMS data.
OpenNMS now supports the BGP Monitoring Protocol (BMP). Take a deep dive into how OpenNMS leverages OpenBMP to process BMP messages from network equipment to keep users on top of what’s happening in their BGP network.
New OpenNMS training dates, April 27 to May 1. Become an OpenNMS expert.
We extend our concern and sympathy to those who have been impacted by COVID-19.
Take your network management to the next level with five days of intensive, interactive, hands-on OpenNMS training in New Jersey with Tarus Balog, COO of The OpenNMS Group.
The OpenNMS Community on Discourse is a great forum to get help, share ideas, and participate in OpenNMS development.


In this article, we will discuss how to enter & set up expenses in QuickBooks Online. Setting up Expenses can add to the following features in QB.
- Track expenses by the customer so that you can run profitability reports.
- Bill customers back for items that you purchase on their behalf.
- Manage bills through accounts payable.
- Create purchase orders to send to your suppliers.
Related article: How to create budgets and how does budgeting work in QuickBooks
Steps to enter & set up Expenses in QuickBooks Online
- First of all, open the QuickBooks Application and then click on the Gear icon at the top right.
- After that, click on accounts and settings.
- Click on Expenses.
- After that click on the Bills and Expenses edit option.
- Then, tick the options according to your choice.
- After that, tick the Use Purchase order options in purchase orders.
- Save Expenses.
Suggested Read: Fix Intuit QuickBooks Online sign-in issues
Below you will find a complete description of each feature:
- Show items table on expense and purchase forms: This feature adds a Product/Service table on expense and buys items so you can itemize products and services that you have purchased.
- Track expenses and items by the customer: If you buy an item on behalf of a buyer and you want to link this item to that buyer, then this feature helps you to add a custom column on expense and purchase forms.
- Make expenses and items billable: this feature helps you to add a billable column on expense and purchase forms so you add expenses and items on sales forms to charge the buyer for items buy on their behalf.
- Set up a default, markup rate: this feature is only available if you have turned on the make expenses and items billable It allows you to set up a default markup rate for items you plan to bill your customer for.
- Track billable expenses and items as income: this feature is only available if you have turned on the make expenses and items billable features above. You can select to track this income in one account or in multiple accounts.
- Charge sales tax: this feature should be activated if you need to charge your customer’s sales tax.
- Set up default payment terms: this feature helps you to set default payment terms for all bills that you enter into QuickBooks. If the payment terms vary by vendor, you can modify them in the vendor profile when you set up your vendors in QuickBooks. By setting up a payment in the vendor profile, you will receive reminders when a bill is coming due.
- Purchase orders: In this feature, if you need to send purchase orders to your suppliers. You will need to turn this feature on here.
I hope you find this article useful. If you have any queries related to this or any other topic, you can call QuickBooks Online customer service number +1-855-441-4417.
Watch this video to learn more about How to Set Up Expenses in QuickBooks Online.


The Apple iPhone 8 rumors started almost immediately after the iPhone 7 was released and now that it’s 2017, the rumors will only increase. The latest on the Apple iPhone 8 is that it may be made with a stainless steel chassis. Stainless steel is more expensive than aluminum and some are pointing to previous rumors that Apple will offer 3 versions of the new iPhone 8 with the stainless steel version being the most premium. The rumors have also been suggesting that the new Apple iPhone 8 will sport glass on the front and back — welcome back iPhone 4s? The iPhone 4s had a similar design with glass front and back and a stainless steel band.
While Apple is rumored to return to steel with the “iPhone 8” chassis, the fabrication process will be notably different from that of iPhone 4 and 4s. In particular, the company is said to be using a metal forging method instead of common billet milling.
Forging is a machining method that essentially squeezes a metal alloy between two halves of a mold —tool and die —to form a finished part. Compared to components crafted using subtractive machining methods like CNC, forged blanks provide superlative structural rigidity and can in some cases afford greater latitude in the design process.
Other rumors include the removal of the home button, integrating it into the glass front. This should theoretically shrink the size of the phone which leads to the rumor that the stainless steel iPhone 8 may have a larger screen. Apple is said to be keeping the 4.7″ and 5.5″ versions and will add a slightly larger screen in the more “premium” offering. Apple is also said to be thinking of using an OLED display on the new iPhone 8 as well as finally incorporating wireless charging, which should be much easier with glass construction.
What do you think of this latest Apple iPhone 8 rumor? Let us know in the comments below or on Twitter, Facebook, and Google+.[button link=”http://appleinsider.com/articles/17/01/10/apple-to-forge-iphone-8-chassis-from-stainless-steel-report-says” icon=”fa-external-link” side=”left” target=”blank” color=”285b5e” textcolor=”ffffff”]Source: Apple Insider[/button]
Last Updated on January 23, 2017.


Feb 23, 2023 - 11:31 am
Hina launches sodium-ion battery tests in vehicles
In China, sodium-ion batteries are being used on a limited test basis in an electric car for the first time. The relatively unknown battery manufacturer Hina Battery presented three sodium-ion battery cell types and announced a partnership with the car company JAC.
Nov 22, 2022 - 03:30 pm
BYD rumoured to be interested in sodium-ion batteries
There are rumours in China that BYD wants to start mass production of sodium-ion batteries for electric cars. Local media report that BYD plans to manufacture them from the second quarter of 2023 and initially use them in some versions of the Qin EV, the Dolphin and the new Seagull model.
May 10, 2022 - 01:48 pm
Sodium-ion batteries progress in Sweden and the USA
Sodium-ion batteries are moving forward. In Sweden, Altris has announced its first industrial-scale cathode material production facility. Over in the USA, a project for the production of sodium-ion batteries is also becoming concrete with the collaboration of Natron Energy and Clarios.
Jan 18, 2022 - 10:18 pm
Reliance takes over Faradion for £100 million
The British sodium-ion battery technology company Faradion has been bought up by Reliance New Energy Solar (RNES), a wholly-owned subsidiary of Reliance Industries. Reliance is to acquire 100% shareholding of Faradion for £100 million. In addition, RNES will also invest £25 million as growth capital to accelerate commercial rollout.
Jul 29, 2021 - 01:49 pm
CATL presents sodium-ion battery design
Chinese battery manufacturer CATL has unveiled the first generation of a sodium-ion battery developed by the company as an alternative to lithium-ion batteries and announced plans to establish a supply chain for the new technology by 2023.
Jun 16, 2016 - 09:01 am
INEES, TEOS Powertrain Engineering, sodium-ion battery, Litarion.
EVs keep grid stable: German research project INEES has come to a close. Partners VW, German utility LichtBlick, SMA Solar and Fraunhofer IWES showed that electric cars can safely and quickly provide reserve capacity for the grid when needed. But providing an operating reserve using only EVs is not yet economically viable.
lichtblick.de (in German), lbsflibraries.blob (final Report; in German)
New bidder in Formula E chassis tender: TEOS Powertrain Engineering, a cooperation between engine company Macachrome and prototype constructor ADESS, has bid in a tender to supply the chassis for Formula E cars in the fifth season and is showing a first concept design. FIA said it will announce successful tenders on June 24th.
Sodium-ion battery for EVs: British companies Faradion and AGM Batteries have received a 38.2m pound cash injection from Innovate UK to develop a prototype of a sodium-ion battery for electric cars by 2018. The goal is to commercialise the technology by 2025.
Bus battery deal: Electrovaya subsidiary Litarion has signed a deal with an unnamed European battery system manufacturer and will deliver the battery cells for a system for electric buses. Deliveries are said to start in the last quarter of 2016.


Create a screenshot under Windows: Here’s how!
We explain how you can take a screenshot and edit it in Windows.
Table of Contents
The most important things in a nutshell – create, save and edit screenshots:
You can learn here how to create a screenshot under Windows.
- Screenshot of the entire screen and saving the copy in the clipboard : [Print] key (Note: on some laptops, instead of the [Print] key, press [Fn] + [PrtScn] )
- Screenshot of the currently active window and save the copy in the clipboard: [Alt] + [Print]
- Screenshot of self-selected area: [Windows key] + [Shift ⇧] + [s] with the help of the key combination [Ctrl] + [v] insert the screenshot at the desired location
- Create a screenshot and save it directly in the folder path Images> Screenshots: [ Windows key] + [Print]
Table of contents
- Screenshots under Windows 7, 8 and 10
- Snipping Tool: Tool for taking screenshots in Windows
- Problems taking screenshots
- Other tools: External tools for taking screenshots under Windows
Create a Screenshots under Windows 7, 8 and 10
Creating screenshots in Microsoft’s operating system is very easy: by pressing the [Print] key on your keyboard, you can copy the current screen view to the clipboard. If you are using two monitors at the same time, both screens will be recorded. You don’t want to photograph the entire screen, but just a window? First select the relevant window. With the keyboard shortcut for screenshots in Windows – [Alt] + [Print] – you can then create a snapshot of this.
If you press the [Win], [Alt] and [Print] keys together, you can save the currently selected window as a PNG file in the “Screenshots” folder.
The push button has been on computer keyboards for a very long time. In the times of MS-DOS, the connected printer was addressed directly: By pressing the button, users could send the screen content directly to the device and print it out. Modern systems use this button to create almost exclusively digital copies and no longer actual printouts.
By the way, your mouse pointer will not appear on the screenshot. That can be both an advantage and a disadvantage. You don’t have to worry about whether the cursor is covering important information. However, if you want to use the screenshot to indicate something in particular, the pointer can be useful. To do this, you need to install an external tool.
Your keyboard may be labeled differently: Especially in English-speaking countries, the terms [Print], [Prnt] or [Prnt Scrn] (for “Print Screen”) are more common. On laptops, keys are assigned twice to save space. Then the screenshot should be possible by additionally pressing the function key: [Fn] + [Print].
Snipping Tool: Tool for taking screenshots in Windows
In the Snipping Tool you can choose between different cutting methods
The push button function is useful, quick, and straightforward, but it’s also very simple. Microsoft has therefore introduced another method for taking screenshots in Windows. The Snipping Tool is already pre-installed in the operating system and offers more options to customize the screenshot as you need it. When you have opened the program, you can choose between different cut types:
Cut full screen: This setting corresponds to the function of the pushbutton. Create a complete copy of the screen (or screens) with just one click.
Cut out window: If you choose this type, first decide on a window from which you want to create an image. If you hover over it with the mouse pointer, this becomes clearly visible, while everyone else gets a foggy filter. A click on the window of your choice triggers the screenshot.
Rectangular cut-out: With this type of cut-out, you can select a free but rectangular area for the screenshot. If you z. For example, if you know that only a certain part of the screen is important before you take a snapshot, you only need to save that part. This means that the viewer knows immediately which part is important to you. It’s also a way to keep personal information out of the screenshot. Hold down the mouse button and drag a frame. As soon as you release the button, the picture is taken.
Free cutting: You have even more freedom with the last cut type. This allows you to choose a shape freehand and only include this area in the screenshot. The quality of the shape depends on how well you can draw with the mouse. Here, too, the program creates the screenshot as soon as you release the mouse button. If you have not reached the starting point with the drawn frame by then, the Snipping Tool automatically completes the connection between the starting point and the end point using the shortest path.
Editing view in the Snipping Tool
There are several ways to mark your screenshot in the Snipping Tool
In contrast to the creation of a screenshot with the push button, the Snipping Tool shows you the snapshot directly. So you can immediately check that everything looks the way it should. If not: Just click on “New” again and try again. As soon as you are happy with the result, you can start adding markers straight away. Important points can be underlined, circled or highlighted with an arrow with a pen. Use the highlighter to paint directly over an important sentence or a crucial number. In the last step, you decide what to do with your screenshot:
Save: Clicking on “Save” opens a window in which you can define the storage location, file name and format. PNG, GIF, JPEG or the MHTML format, with which websites are actually archived, are available.
Copy: You can also use the Snipping Tool to copy the screenshot to the clipboard. Just like with the push button, you can then use your screenshot in various applications, e.g. B. in a Word document, insert.
Send: You can also send your screenshot by email. To do this, the excerpt is either inserted directly into a new email or sent as an attachment. The prerequisite for this is that you use a certain program for your e-mails, not the web application of your mail provider.
When you take a screenshot in Windows 10 using the Snipping Tool, you also have the option of time delay. As with a camera’s self-timer, you set a timer that delays the snapshot. You can use this time to make settings, e.g. B. are only visible for a short time or require holding a key.
Problems taking screenshots
Errors are particularly common when creating screenshots from other programs. If you try to take a snapshot within a video or a game, the result is often a completely black image. In many cases the reason for this is a conflict in the graphics card. In most cases, however, the problem can be avoided: In some cases, it is sufficient to reduce the game from full screen to window mode. Often games or video playback programs also have their own screenshot function, which can be activated via a hotkey.
However, it happens e.g. E.g. at Netflix that the software provider intentionally prevents the creation of screenshots. In such cases, this has to do with copyrights. The built-in copy protection technology (DRM) prevents the image from being copied in order to protect the rights of the owner. If this is the cause of your problem taking a screenshot in Windows, you have to accept it.
Other tools: External tools for taking screenshots under Windows
Even if the Snipping Tool already offers more features than the simple key combination for screenshots under Windows, it can make sense to try other software as well. Programs from external providers are particularly advisable for those users who use screenshots professionally or at least on a daily basis. Some of these screenshot programs offer more editing options and additional functions, for example automatic scrolling to show even long websites completely in one image, or so-called screencasts – the programs record a video of your desktop. This function is particularly popular with tutorials, because it allows the creators of such videos to simply show their viewers what they have to do instead of explaining it in a cumbersome manner.
ShareX: The free open source software also lets you create screencasts and GIF files.
Screenshot Captor: The slim tool can take photos of both auto-scroll and multiple monitors independently of each other.
Grabilla: The manufacturers of this screenshot tool make the software available for numerous platforms and also offer their own file hosting service.
Monosnap: The software is quick and easy to use and still offers all the important features. DuckCapture: In addition to the usual screenshot functions, this tool offers its users the option of simply combining several screenshots into one large image.Tags: Create a screenshot under Windows, Editing view in the Snipping Tool


I’ve made changes to the ‘AOS_Products_Quotes’ module.
When I move the changes to /custom/modules they are not taken. I always perform the ‘Quick Repair and Rebuild’ operation but it does not solve the problem.
The files I modified are:
/AOS_Products_Quotes/pulisci.js (which is loaded via changes to the file Line_items.php)…
I remember a few threads asking this here in the forums some time ago… search and I think you will find the answer.


Zoom is an online video conferencing platform that allows churches to conduct a live church service remotely. It is considered a more robust and streamlined solution than platforms like Skype and Google Hangouts Meet.
As houses of worship transition to video conferencing, they must protect their meetings from trolls who can disrupt services with racist and anti-LGBT hate speech.
|Have you tried Meetn, the new online meeting platform?
It’s turning out to become a decent alternative to Zoom and to the other major platforms.
Easy to set up
Zoom church meeting is a great way to keep members connected online. It’s also easy to use and accessible to all.
Many churches have switched from live streaming their services to a more beginner-friendly video-conferencing platform like Zoom. This is particularly helpful when streaming to remote locations and to those who may not be able to attend in person.
There are some things to remember when using Zoom for meetings.
First, make sure participants are muting themselves when not speaking. This will help to reduce the background noise from phones and other sources.
Second, you should ensure your meeting link is password-protected so that only those who know it can join. This is helpful to prevent unwanted guests from disrupting the service or causing trouble during prayer and readings.
Zoom has been proactive in addressing security concerns and sharing best practices with users. This is a positive move for the company and a step in the right direction.
Easy to use
Zoom church meeting is a great way to bring people together online for a service. It’s also a good option for small groups, Bible studies, prayer meetings and ministry team meetings.
The interface is beginner-friendly and has specific settings that are easy to understand. Moreover, it’s free and can be accessed from anywhere in the world as long as they have an internet connection.
You can easily connect via a mobile app, a desktop app or a web app hybrid. This is convenient for everyone who wants to attend, especially those who are not tech-savvy.
You can also use smart text messaging to remind members about the meeting, which is a great way to increase participation. However, it’s important to send the reminders a day before and an hour before the event.
Easy to share
Zoom makes it easy to share and access your meetings, regardless of your membership or location. You can send the link via email, calendars or social media channels.
You can also record your meeting and host it privately on a service like Dropbox or Google Drive, so those who can’t join can watch it later.
Another way you can easily share your meetings is by using the Share Screen tab in your computer’s toolbar. When you click on the tab, a list of those currently in the meeting will appear on the right side of your screen.
Depending on your settings, you can either let everyone enter or mute them on entry. This will help prevent people from accidentally opening their mic and causing disruption to your church service or small group.
Easy to access
Church members who are unable to attend services in person are often able to access services on their own time using Zoom. This also helps those members who have non-traditional work shifts or conflicting schedules.
Many churches use Zoom for Sunday service, prayer meetings, committee meetings, and home groups. It’s a free software that can be used on nearly all computers and mobile devices.
The interface for Zoom is beginner-friendly, easy to set up, and quick to use. It also has specific settings that make it ideal for the church setting.
The only thing that you should be aware of is that it’s not ‘open to all’ like a live stream to Facebook or YouTube, so participants will need to have the meeting link and password in order to view. However, this is a good thing and it can be beneficial for security purposes, as it prevents people from broadcasting unpleasant content or hacking into your church.


DataStax News: Astra Streaming now GA with new built-in support for Kafka and RabbitMQ. Read the press release.
In celebration of Apache Cassandra’s 10th anniversary, we had Patrick McFadin, our VP of Developer Relations, have a Q&A with DataStax Co-Founder Matt Pfeil.
Q: You and Jonathan Ellis decided to quit your jobs and start a company devoted to supporting Apache Cassandra. What was is about Cassandra that impressed you so much that you you decided to make such a crazy move?
A: I came from a world where we ran MySQL in a very distributed format. Hundreds of machines and we did all the sharding ourselves. Cassandra's P2P architecture and resiliency was incredibly attractive. Also, we had worked with it pre-Riptano at Rackspace.
Q: In those early days, there was a lot of new and different databases arriving on the scene. Did you ever get worried about the Cassandra project being viable?
A: Definitely. During the 2009 to 2011 timeframe it felt like a new NoSQL project was launching weekly. It's sort of like how Crypto is today. New coin every week. We spent a TON of time just making sure we had community users who were happy.
Q: What was one of the most important moments you saw in the Apache Cassandra community?
A: The Cassandra Summits we ran. They kept attracting bigger crowds with bigger company names with bigger use cases.
Q: You spent a lot of time trying to convince big companies that they should use Cassandra. What was the biggest challenge then and how does that contrast to today?
A: It was never a challenge of the theory of Cassandra. People would ask questions and the tech spoke for itself. The challenges in the early days were more about how early the software was. People are scared of new, pre-V1.0 things in production. As time progressed and you had big names using it, it iterated to implementation challenges. It's new, so people had to learn new things and that takes time.
Q: What advice would you give to someone working on an early stage technology with breakout potential?
A: Get users. Do whatever you can to make them successful in production and get them talking about it to the world. Repeat.


how artificial intelligence is helping to crack fusion
If you’re familiar with the quest to bring nuclear fusion to the masses, you may already know the joke that fusion is a technology that’s always just 20 years away. Big promises and a lack of visible progress has prompted many a commentator to condemn the research as a total waste of time and effort, and opened the door for charlatans claiming they found some sort of quick and easy shortcut to creating a miniature star. But lately, there’s been some promising news and movement, with new reactor designs coming online, and duration and generation records being achieved by test reactors. And this is before ITER, the massive international experiment, gets things really fired up at an unprecedented scale.
So, does this mean we’re on the verge of commercially viable fusion? Not yet, and not by a long shot. But the reason why we’re starting to see a trickle of positive news is because despite all of the naysaying and shoestring budgets, scientists have been able to demonstrate that it really is possible to ignite and sustain fusion reactions outside of nuclear weapons. Unlike 70 years ago, we have a firm grasp on the fundamentals, and the kinds of lasers and magnets that make the ignition, the critical first part of the process, almost easy. Whereas before, the only way to start fusion was to set off a fission bomb inside another bomb, forcing deuterium and lithium to fuse into helium, we can now do it with fuel pellets and lasers.
Early fusion boosters seemed to think that as soon as we can reliably start the ignition process, we could work out what to do next with enough magnets. Since the ignition would create very hot clouds of plasma, and plasma can be contained and channeled with magnets, we’d just need enough good magnets, they assumed. Unfortunately, it turns out that containing all that plasma is the hard part. Fusion reactions require the plasma to reach at least 100 million C, and ideally get closer to 150 million C, nearly ten times hotter than the core of the Sun. Meanwhile, the magnets meant to manage this plasma are cooled to near absolute zero, creating up some of the biggest temperature gradients in the known universe within a single device.
why taming unruly plasma is the key to fusion
Why do we need such insane temperature differences? Well, because the sun cheats when it fuses hydrogen into helium, using its gravity to generate core pressures over 6 trillion psi. At that extreme, fusion is the only option because the ions are literally crushed together. Unless we figure out how to add at least 30,000 Earth masses without imploding our planet into the smallest possible star capable of fusion, the only route we have is to heat atoms to absolutely insane temperatures and use magnetic fields generated by superconductors, kept within just a few degrees of absolute zero for optimal function, to squeeze those atoms in an energetic coil where they lose their electrons and get shoved together until they fuse into helium.
The longer we can keep the plasma coil circulating, the more fusion reactions we’ll create, the more energy we’ll produce. Unfortunately, that’s easier said than done because at some point, that 150 million degree plasma will overheat the magnets, break its confinement, and disperse within the chamber, terminating fusion. Figuring out the right shapes and mechanics for those magnets is what’s been holding fusion back from viability, and having to nail this down using very limited, complex modeling followed by nine figure trial-and-error experiments has taken a lot of time. But a Google backed venture called DeepMind, famous for the psychedelic imagery its artificial neural networks generate, had some helpful ideas.
Partnering with the Swiss Plasma Center, its engineers created a program which can detect the minute behaviors of the plasma coil and adjust the 19 independent magnets in the test reactor accordingly to extend the lifetime of the reaction cycle. The goal was to figure out exactly what configurations would lead to optimal confinement and whether an AI would be capable of swift and careful adjustments if the plasma’s behavior changes. So far, the test appears to yield very promising results, showing that an AI system controlling a fusion reactor would be both useful and informative since it could also be unleased to design new magnet configurations based on real world data. And that should hopefully lead us to a commercially viable reactor.
all hail our fusion-powering machine overlords
By itself, trying to use AI to crack the plasma confinement problem isn’t new, and models have been trained to understand the fundamentals of plasma flows in a fusion reactor. But this is the first time a network has been so elaborate and had such ambitious goals, guiding humans to the optimal configurations and energy levels, and creating room to add more data to detect and avoid various flares and undesirable feedback loops seen in test reactors. Partly, this is a function of more researchers feeling comfortable with artificial intelligence trying to tackle very complex problems since they now have a track record of doing that in the real world, and partly it’s thanks to the standardization and ubiquity of AI tools.
In other words, more ambitious AI models are starting to be applied to making fusion a viable energy source because it’s now a far more mature technology and researchers understand it much better than before. Right now, we can keep fusion going for just a few minutes. When we’re routinely maintaining it for a few hours at a time, we can start planning how to build a new power plant and the exact feedstock for these new reactors, since our experimental mixes wouldn’t be the best fuel, generating too many neutrons for long term use. Instead, we’d more likely use helium-3 found in lunar regolith or a mix of hydrogen and boron, if it works in future experiments as a cleaner, more accessible alternative.
If we do reach that point, it seems almost certain that AI models will get us there and start to push us further, helping miniaturize these reactors for use in microgrids, spacecraft, and bases on other worlds. Ideally, this would be the exact future of artificial intelligence in our lives: as an army of silent, helpful algorithms focused on helping us solve complex, dynamic problems that require intense number crunching to solve, and empower engineers to build machines that make our lives better, more comfortable, and less environmentally impactful. At this point, to keep wasting AI on cramming useless trinkets and monetizable outrage down our throats when fusion and space travel call, seems absolutely insane.
See: Degrave, J., et al. (2022) Magnetic control of tokamak plasmas through deep reinforcement learning, Nature 602, 414–419, DOI: 10.1038/s41586-021-04301-9


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Facebook (META 1.98%) and Twitter (TWTR) are both trying to claim the rights to stream live TV from various networks, according to a recent New York Post report. The two social media companies have both reportedly held talks with multiple TV executives to create "bundles" of live channels.
Facebook has been talking to the NFL to offer access to its Thursday Night Football package to users across its network. The Post didn't mention if Twitter was holding similar talks with the football league, but it's certainly a possibility considering how often its platform is used during sporting events.
It's unclear how either network will actually deliver the streaming content, but the networks are reportedly weighing the pros and cons of partnering with the social networks. On one hand, streaming content to Facebook and Twitter could help networks reach younger users and access viewers' social data. But on the other hand, networks might lose revenue from advertisers who prefer traditional TV ads. Let's take a look at why Facebook and Twitter are interested in streaming live TV, and which company would have the upper hand when push comes to shove.
Expanding into Netflix's untapped markets
Netflix (NFLX 3.74%) is the dominant name in video streaming, but two markets which it hasn't entered are live TV and sports. The problem is that instead of displaying ads, Netflix pays content providers royalties to stream ad-free shows and movies. Netflix CEO Reed Hastings has repeatedly stated that his company won't ever splice commercials into its content -- which led to an impasse regarding live streams of regular TV programs.
At the same time, streaming content obligations (which Netflix promises to pay studios to license future titles) are still the company's top expense, rising 15% annually to $10.9 billion last quarter. To reduce that bill, Netflix produces original shows and movies. Since contracts for broadcasting live sports have surged over the past few years, Netflix content chief Ted Sarandos declared last December that the company would only stream live sports broadcasts if it created and owned the content itself.
Would Facebook and Twitter have more clout?
Netflix's avoidance of live TV and sports broadcasts makes sense for its business model, but Facebook and Twitter potentially have more to offer TV networks. Both companies have live video streaming apps -- Facebook Live and Twitter's Periscope.
Several networks, like E!, have already started using Facebook Live to shoot and stream live shows directly from smartphones -- an innovative approach which enables hosts to answer viewer questions in real time. If TV networks agree to stream their content onto Facebook Live or Periscope in a similar fashion, they could monitor live comments to better understand their viewers.
Facebook and Twitter users often post status updates while watching live shows and sporting events. Both companies accumulate those messages in big treasure troves of data which networks and advertisers can potentially mine. However, that data might be more useful when paired with live content instead of pre-recorded TV shows. That's probably why Facebook declared in a statement that it wasn't "focused on acquiring the rights to conventional TV programs" like The Walking Dead or Game of Thrones.
Which social network will rule live TV?
Not much else is known about Facebook and Twitter's TV ambitions, but if push comes to shove, Facebook will definitely have the upper hand for three simple reasons. First, its user base of 1.6 billion monthly active users is nearly five times larger than Twitter's. Second, Facebook has been aggressively expanding its video ecosystem with hosted videos, live videos, and video ads. In January, it reported that 500 million people watched Facebook videos every day. As of last year, Twitter's Periscope had just 10 million active users, while 100 million people were watching its Vine videos monthly.
Lastly, connecting with Facebook can help TV networks compare viewer statistics with social profiles with bulk analytics. Since Facebook profiles contain much more information than Twitter's, Facebook can leverage its users' data as the ultimate bargaining chip with TV networks.
The video war is just beginning ...
Over the past year, Facebook has turned up the heat on YouTube with its video expansion, targeted Periscope with Facebook Live, and attacked Twitter's domination of live sports coverage with Sports Stadium.
By working with TV networks, Facebook might carve out a niche market in streaming video which Netflix has failed to touch. If Facebook can work with those networks to create compelling bundles of live programs, it could generate a whole new stream of video-based revenue.


Make timesheets and expenses EASY with MaxHire Financials! MaxHire Financials is powered by timeshEASY and built by former Staffing executives to handle ...
Make timesheets and expenses EASY with MaxHire Financials! MaxHire Financials is powered by timeshEASY and built by former Staffing executives to handle the inefficiencies associated with the collection of timesheets for Staffing and Recruiting Firms. Eliminate the paper timesheet process with MaxHire Financials. Mobile applications include: • Time and expense entry • Notifications to agree to prior to timesheet submittal • Multiple assignments per user • Calendar to navigate to prior and future dates • Multiple timesheet options • Timesheet Note • Manager approval • Expense Attachments by photo upload Web application includes: • Invoice creation with timesheets attached • Accounting integration • Payroll integration • Applicant tracking system integration • Reporting • Commission module • Group timesheets and VMS import • Email approvals
Size: 23.99 MB
Price: 0,00 €
Developed by Easy Software Solutions, LLC
Day of release: 2012-08-8
Recommended age: 4+


Quick Advice for Using Texting and Email
Technology is in a constant state of development. Texting and emailing are only two on a list of many things affected by this notion. It can be difficult to keep up with all of the different apps that are available. You may not even know which apps will actually be helpful to you. Keeping up with modern forms of communication can certainly be a cause of stress. Luckily, we have put together some quick and easy tips to help you figure out the ever-developing worlds of texting and emailing.
As with anything, you must put yourself first, and find out what it is that you want to gain from using text and email services. Talking to friends and family differs greatly from, say, sending an important message to a business partner. Find out what your goals are with texting and emailing, and stick to these desires as your guiding lights. If you are simply trying to keep up with family, there are many fun messaging apps that allow you to edit photos and text to give yourself more control of your own voice. On the other side of the fence, you have no frills apps that can be used to send simple and concise messages.
To follow that, you may want to figure out what everyone else is using on a more grand scale. Keeping in touch with your family may be more streamlined if you can use the app they all use already. It can be very difficult to get a group to use an entirely new app when they are already so used to using a different one. Take a survey of what email or texting service is used the most by those you want to contact, and try these services out for yourself! Seeing as how a multitude of individuals use more than one app, you are sure to find one that works out for the entire group.
Lastly, never hesitate to ask questions. Even when an email or texting app is relatively easy to use, there may be some gaps in your knowledge of its usage. In this case, try out the customer service for the app in question. You can find a number to call by doing a simple internet search of the company that you want to contact about their app.
It has never been so easy and hard all at once to keep in touch with people that you want to talk to. It can be intimidating to find out the sheer number of apps available that assist with simply sending a message. If you find yourself confused, never hesitate to ask questions. Additionally, if an app is not to your liking, you can always delete it and find something that works better for you.


If upon installation you see a message describing a runtime error (look at the screenshot below with an example of such message), try these steps:
1. Close all programs, save all files and restart your PC.
2. Download Freemake Video Converter from here http://www.freemake.com/offline/offline_all/
3. Install Freemake Video Converter again and check if the problem still exists.
4. If you still see a "Runtime" error message and you have used any of Freemake programs before, than please try complete reinstallation of all Freemake software.
Please follow all steps described here http://support.freemake.com/entries/26244376-Freemake-Video-Converter-still-doesn-t-work-I-ve-tried-ALL-suggestions-What-can-I-do-


Looks like I never wrote a blog posting on setting up DKIM. I just realised one of my servers wasn't set up after a re-install, so I'm having to remember how to do it again.
I'm using sendmail. (yes, shut up) and DKIM hooks in using its milter (mail filter) mechanism.
# apt-get install dkim-filter
Now wire it into sendmail.mc:
Now when mail comes in, you should see it gets headers like this added by your mail server (
dildano.hawaga.org.uk in this case) when DKIM verification happens (eg in mail from gmail).:
Authentication-Results: dildano.hawaga.org.uk; dkim=pass (1024-bit key) email@example.com; dkim-adsp=none
The other half of the equation is DKIM signing my outbound mail, so that other people who do checks like this can verify/not-verify my email.
DKIM needs a public/private keypaid
# dkim-genkey -b 1024 -d hawaga.org.uk -s hampshire
-s specifies a selector name. This is a fairly arbitrary identifier used to identify this keypair, because a domain can have multiple keypairs (for example, one per mail server). In the
hawaga.org.uk domain, I seem to use names of English counties.
# ls hampshire.private hampshire.txt # cat hampshire.txt hampshire._domainkey IN TXT "v=DKIM1; g=*; k=rsa; p=MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQDUP+5f0nEWyYICxr8rLN8xannlteBg4WF2Fat/MS8CiAa1lE2wgvhKYJJD/ydJ//5B9fBZAwSXTAq2ZCQYIfRf985Yip0BK80ECTlOunaSnMY/4/RzmkXGpndJaHIFqmSWDhML1yBP6W6owJDXIPDCAbV80kd5Z5aAkv8518lk+wIDAQAB" ; ----- DKIM hampshire for hawaga.org.uk
That .txt file is a DNS record to install under hawaga.org.uk. When you've installed it, you can check with:
dig -t txt hampshire._domainkey.hawaga.org.uk @localhost
That's the public key installed. Now the private key.
Domain hawaga.org.uk KeyFile /etc/mail/hampshire.private Selector hampshire
# /etc/init.d/dkim-filter restart
Now send out some mail to some other account. It should have a DKIM signature header added like this:
DKIM-Signature: v=1; a=rsa-sha256; c=simple/simple; d=hawaga.org.uk; s=hampshire; t=1328349841; bh=hGo8Oadbgx3cVNwLr3hGDRfMX5LwWwXuz2PzqEowx0I=; h=Date:From:To:Subject:Message-ID:MIME-Version:Content-Type; b=oBeSDSzxz7/awSnxuos6jyJuBoYH2MbiB3HDpbZfLQnTTdEJdx2WD0ubSVAaKAJmV ma5xuSaNGeS7X3Xg49obL6nWA89tiOeVAq9FO+7NP+v2DmUPFxEYkLeQJUANYKzAw/ r8ag9XnbRkxvY+J/rrmeaAjJdnfgUQlKSHlV5CWE=
... and if that other account happens to do DKIM verification, you should see its version of:
Authentication-Results: paella.hawaga.org.uk; dkim=pass (1024-bit key) firstname.lastname@example.org


Yes it will work with your CPU
you're going to want to make sure you have a PCI-express x16 slot available
it looks alot like this black slot here
also you want to make sure you have adequate space in your case as it is a large card, and make sure your power supply has two spare 6-pin connectors or enough molex connectors to convert to 6 pin connectors (usually 4).
Also make sure your power supplies wattage is at the minimum of 500
if all that goes well, then I hope you get your 560 and enjoy some great gaming on it


Yet another reason to be careful about "Internet of Things" devices.
It looks like it'd be a good idea to blackhole several of these command and control DNS names, and do some packet sniffing to see if any devices on your network are reaching out or doing anything suspicious.
EDIT: Was asked to provide more specific mitigation techniques that OpenWrt enables for you. Consider some of the following ideas:
- Putting Internet of Things devices on a separate VLAN, a little like the concept of a DMZ https://openwrt.org/docs/guide-user/firewall/fw3_configurations/fw3_dmz
- Consider preventing devices on your separate VLAN from exceeding some upload speed such as say 1/4 of your upload capacity. This can be done with SQM by configuring the "download" speed of the wifi device they are connected to. https://openwrt.org/docs/guide-user/network/traffic-shaping/sqm?s=sqm
- Consider installing Adblock and looking for a list which blocks DNS lookups of known "command and control" servers https://openwrt.org/docs/guide-user/services/ad-blocking
- Consider doing bandwidth monitoring so you could detect if you are part of a botnet spamming upload bandwidth towards distributed denial of service targets: https://openwrt.org/docs/guide-user/services/network_monitoring/bwmon?s=bandwidth&s=monitoring
I'm not familiar with the different bandwidth monitoring solutions but perhaps others can suggest which ones are low-overhead and appropriate for such usage.


Generic Transparent Proxies
Proxies are special objects which serve as mostly-transparent wrappers around another object, intervening in the apparent behavior of the wrapped object only when necessary to apply the policy (e.g., access checking, location brokering, etc.) for which the proxy is responsible.
zope.proxy is implemented via a C extension module, which lets it do things like lie about its own __class__ that are difficult in pure Python (and were completely impossible before metaclasses). It also proxies all the internal slots (such as __int__/__str__/__add__).
Complete documentation is at https://zopeproxy.readthedocs.io
- Fix a potential rare crash when deallocating proxies. See issue 20.
- Drop support for Python 3.3.
- Drop support for “python setup.py test”.
- 100% test coverage.
- Fix indexing pure-Python proxies with slices under Python 3, and restore the use of __getslice__ (if implemented by the target’s type) under Python 2. Previously, pure-Python proxies would fail with an AttributeError when given a slice on Python 3, and on Python 2, a custom __getslice__ was ignored. See issue 21.
- Make the pure-Python implementation of sameProxiedObjects handle zope.security proxies. See issue 15.
- Add support for Python 3.6.
- Correctly strip zope.security proxies in removeAllProxies. See issue 13.
- Avoid poisoning the user’s global wheel cache when testing PURE_PYTHON environments under tox,
- Drop support for Python 2.6 and 3.2.
- Add support for Python 3.5.
- Make subclasses of ProxyBase properly delegate __module__ to the wrapped object. This fixes some zope.interface lookups under PyPy.
- Make the pure-Python implementation of ProxyBase properly report the zope.interface interfaces implemented by builtin types like list. This fixes some zope.interface lookups under PyPy.
- Make the C implementation proxy __unicode__ correctly.
- Make the C implementation use the standard methods to proxy int and float.
- Make the pure Python implementation handle descriptors defined in subclasses like the C version. See https://github.com/zopefoundation/zope.proxy/issues/5.
- Add support for Python 3.4.
- Update bootstrap.py to version 2.2.
- Fix interface object introspection in PyPy. For some reason PyPy makes attributes available despite the restrictive __slots__ declaration.
- Add a bunch of tests surrounding interface lookup and adaptation.
- Make PyProxyBase.__iter__() return the result of PyProxyBase._wrapped.__iter__ if available, otherwise falling back to Python internals. The previous implementation always created a generator.
- In PyProxyBase.__setattr__(), allow setting of properties on the proxy itself. This is needed to properly allow proxy extensions as was evidenced int he zope.security.decorator module.
- Fleshed out PyPI Trove classifiers.
Enable compilation of dependent modules under Py3k.
Replace use of PyCObject APIs with equivalent PyCapsule APIs, except under Python 2.6.
- N.B. This change is an ABI incompatibility under Python 2.7:
extensions built under Python 2.7 against 4.0.x versions of zope.proxy must be rebuilt.
- Add support for Python 3.3.
Add support for PyPy.
N.B.: the C extension is not built under PyPy.
Add a pure-Python reference / fallback implementations of zope.proxy.ProxyBase and the proxy module API functions.
N.B.: the pure-Python proxy implements all regular features of ProxyBase; however, it does not exclude access to the wrapped object in the same way that the C version does. If you need that information hiding (e.g., to implement security sandboxing), you still need to use the C version.
Add support for continuous integration using tox and jenkins.
100% unit test coverage.
Add Sphinx documentation: moved doctest examples to API reference.
Add ‘setup.py docs’ alias (installs Sphinx and dependencies).
Add ‘setup.py dev’ alias (runs setup.py develop plus installs nose and coverage).
Replace deprecated zope.interface.implements usage with equivalent zope.interface.implementer decorator.
Drop support for Python 2.4 and 2.5.
Add Python 3.2 support.
- Make tests compatible with Python 2.7.
- Remove test extra and the remaining dependency on zope.testing.
- Remove use of ‘zope.testing.doctestunit’ in favor of stdlib’s ‘doctest.
- Add support to bootstrap on Jython.
- Use zope.container instead of zope.app.container.
- Make C code compatible with Python 2.5 on 64bit architectures.
- Bug: Update setup.py script to conform to common layout. Also updated some of the fields.
- Bug: Honor pre-cooked indices for tuples and lists in the __getslice__() and __setslice__() methods. See http://docs.python.org/ref/sequence-methods.html.
- Feature: Add a decorator module that supports declaring interfaces on proxies that get blended with the interfaces of the things they proxy.
- Corresponds to the verison of the zope.proxy package shipped as part of the Zope 3.3.0 release.
- Corresponds to the verison of the zope.proxy package shipped as part of the Zope 3.2.0 release.
- Corresponds to the verison of the zope.proxy package shipped as part of the Zope X3.0.0 release.
Release history Release notifications
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.


Q3 smartphone shipments exceeds 157m
FYI, this story is more than a year old
The number of smartphone shipments exceeded 157 million in Q3 this year, with Samsung increasing its lead in terms of unit shipments.
That is the view of mobile analyst firm Juniper Research, who says during the third quarter the South Korean based company shipped a record 56.3 million smartphones.
The sales represents almost double the market share of its rival Apple, which sold 26.9 million.
Samsung’s flagship device, the Galaxy S3, played a key role according to Juniper, with estimated sales of 18 million during the quarter ending September 30.
With the festive season still to come however, and with a new and refreshed product line, including the iPhone 5, Apple is expected to better its sales in the fourth quarter.
￼RIM and Nokia struggle
Nokia’s Windows devices have yet to make a significant impact, with the Finnish company shipping just 6.3 million smart devices in the third quarter – a 63% fall compared to Q3 2011.
This was partly due to customers waiting to buy into the new Windows 8 platform due in Q4 according to Juniper.
RIM’s recent results – which run to a different financial schedule – hint at continuing problems for the Canadian firm with just 7.7 million quarterly smartphone shipments, with fellow competitors including HTC and Motorola continuing to fall short.


Who we are
Our website address is: http://apprised.app.
What personal data we collect and why we collect it
When visitors leave comments on the site we collect the data shown in the comments form, and also the visitor’s IP address and browser user agent string to help spam detection.
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When you log in, we will also set up several cookies to save your login information and your screen display choices. Login cookies last for two days, and screen options cookies last for a year. If you select “Remember Me”, your login will persist for two weeks. If you log out of your account, the login cookies will be removed.
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How long we retain your data
If you leave a comment, the comment and its metadata are retained indefinitely. This is so we can recognize and approve any follow-up comments automatically instead of holding them in a moderation queue.
For users that register on our website (if any), we also store the personal information they provide in their user profile. All users can see, edit, or delete their personal information at any time (except they cannot change their username). Website administrators can also see and edit that information.
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If you have an account on this site, or have left comments, you can request to receive an exported file of the personal data we hold about you, including any data you have provided to us. You can also request that we erase any personal data we hold about you. This does not include any data we are obliged to keep for administrative, legal, or security purposes.
Where we send your data
Visitor comments may be checked through an automated spam detection service.
What third parties we receive data from
We do not receive data from any third parties.
How We Generally Use the Information
We use the information we collect, first, to provide you with the Service. We put together all the information available to us to maximize the relevance and quality of the Service. For example, we use the information that we collect in order to:
- dynamically prepare content that you see;
- remember information so that you will not have to re-enter it during your visit or the next time you visit the site;
- provide personalized content, and information to our users;
- monitor and improve the effectiveness of the Service and our marketing;
- monitor aggregate metrics and statistical information regarding the Service and the users thereof;
- diagnose or fix technology problems reported by our users or engineers;
- help you efficiently access your information after you sign in.
We also use the information we collect for purposes of administering and expanding the Service, providing customer service and making available other sites and services to our users and prospective users.
Communication With You
Occasionally, we may also use your contact information to contact you and notify you about important changes to the Service, new services and special opportunities we think you will find valuable, on our behalf and on behalf of our partners and affiliates. We may contact you through email, the Service and other similar channels. By providing us with your contact information you consent to our use of such contract information to send you such communications. You may notify us at any time if you do not wish to receive promotional email communications by emailing us at firstname.lastname@example.org or by clicking “unsubscribe” in the message.
- Technical information
We receive data from the computer, mobile phone or other device used to access the Service. This may include IP address, the type of browser, system and language, date and time of visits, the type of internet service, location (including GPS location when made available to us), the pages visited, and the way of interaction with ads and other types of content.
- “Cookies” – data files, which often include a unique identifier, sent to an internet browser or application and placed on a computer or mobile device in order to store certain information. We may use both session cookies (which expire once the web browser is shut down) and persistent cookies (which stay on the device until deleted). Some of the content included in the Service may contain and send cookies to your computer or mobile device. Usually you can set your web browser to refuse all cookies or to indicate when a cookie is being received; this may, however, interfere with the use of the Service by you. To find out more about cookies, including how to see what cookies have been set and how to manage and delete them, refer to your browser’s help section. We also use Google Analytics, Mixpanel, Hot Jar and other similar products to obtain anonymous aggregated usage data. To opt out of being tracked by Google Analytics across all websites visit http://tools.google.com/dlpage/gaoptout
- “Beacons” or “Pixels” – electronic files used to track your navigation through the Service, email messages sent to you, the completion of transactions, submittal of applications and browsing behavior. You may be able to opt-out of beacon tracking by adjusting the settings on your browser.
- “Log Files” – when you use the Service we may track and record actions occurring on the Service and collect certain technical data including your IP address, browser type, internet service provider, referring/exit pages, platform type, date/time stamp, click data and types of advertisements viewed.


Capcom has just announced the release of their latest mobile game on Android; Street Fighter Puzzle Spirits. The iOS version will be coming soon this Winter.
SFPS is a simple puzzle game where players need only to tap on the matching colour jewels to activate a normal attack or store energy for skills. There’s also a “breeding/growth” element where players can nurture the characters and make it stronger. Unlike usual Gacha card games where you build your deck with different characters, SFPS differs by building different skills into your deck.
iOS Coming Soon


Understanding the impact that the content put out on your brand’s Facebook page has on your audience is a critical component in objectively analyzing the performance of your Facebook efforts. Conducting the analysis, however, is often easier said than done.
Facebook Insights provides a nice interface which allows you to see a number of metrics related to each post, but there are quite a few other post level metrics that are beneficial to the analysis yet are not visible in the interface. Gaining access to the additional metrics can be done by either using the Facebook Graph API or exporting the data from Facebook Insights.
Once you have the data, it’s time to get organized.
There are many ways organize the data for analysis, but the focus here will be on three top level segments and four metric categories, each of which can also be segmented.
After the analysis, you will have insights into questions such as “what type of post or mix of posts should I utilize in order to achieve a specific objective?” and “when is the ideal time to post?”
The top level segments are the type of post, such as link, photo, video or status, the time of day that the content was posted, and the day of week that it was posted. Each of these will provide insights on its own or can be combined with other segments to provide even more in-depth insights. This information is provided by Facebook for every post.
You can also refrain from segmenting at all and instead compare all posts against each other. This can often be a good starting point to get a high level view of your individual posts.
The next level down from the segments gets into the metrics that can be used to analyze the performance of each segment. The metrics can be organized into four categories, each of which can be seen in the figure below.
- Exposure: This one is pretty self-explanatory. It shows the number of impressions that were generated by your posts. This can be viewed as either total impressions, unique impressions (reach), or impressions by users who have liked your page. These metrics are useful on their own, but become even more useful when used as part of derived calculations, which will be touched on at the end.
- Consumption: This one moves beyond exposure to having some sort of meaningful interaction with your post. This category is called consumption since it is an indication that the user went from being exposed to your post to consuming the content of the post. The sub-metrics of consumption include video plays, photo views, link clicks, and other clicks on the post. Similar to exposure, consumption can also be looked at in aggregate or segmented by the number of unique users who consumed the content and the number of consumptions that came from users who have liked the page.
- Engagement: This is the step you hope users take after being exposed to the post and consuming the posts content. The sub-metrics here include likes of the content, comments about the content, and shares of the content. Engagement can also be viewed in aggregate or segmented by unique users who engaged and engagements that came from users who have liked the page.
- Negative Feedback: This is one that you hope to minimize since it is an indication that the content you’re releasing isn’t relevant or viewed as spam. Examples of sub-metrics for this category include reporting the post as spam and clicking the X button, which hides the post from the users view.
All the metrics described above are easily accessible using the Facebook Insights export feature or for more advanced users via the Graph API. You’re probably familiar with some of these metrics just from using the Facebook Insights interface, but you need to bring the data out of Facebook Insights in order to perform the real analysis.
Once you have your data together in a spreadsheet, you can supplement it with your own derived calculations that will add value by providing greater insights into the performance of your content. Just like the metric categories and sub-metrics described above, the derived metrics should also be segmented to give greater insights.
Some insightful metrics that can be used in aggregate or segmented include:
- Percent of page fans reached by each post
- Page fan engagement rate vs. non-page fan engagement rate
- Consumption rate of videos vs. consumption rate of photos
- Negative feedback rate for each post type
These are just a few basic examples of derived metrics. There are many others that can also be computed depending on the objectives of your Facebook page.
While this column has touched on quite a few of the post level metrics available from Facebook, it is by no means exhaustive. This post was intended to show some of the potential options for your analysis that goes beyond what is available in Facebook Insights.
Additional metrics are available that allow you to look even deeper into the performance of your Facebook content, but I will leave those metrics for those who want to further explore the post level metrics that are available from Facebook. Happy analyzing!
Do you have specific derived metrics that you use to analyze your Facebook content? If so, let me know in the comments section. Always interested to see the innovative ways people are analyzing their data!


I want to do a full discharge cycle of my batteries in order to check their restitued capacities and confirm they are still OK.
Nonetheless, every time I run it on the BR2 charger, the discharging intensity always goes down to approx 0.3A even though I configured it to 9A. Why does it occur?
One more question, has anyone developped a fully integrated system for the BR2 in order to have 2 batteries in parrallel for deep dives? I did a 100m dive following a pipeline last month and the autonomy of the battery was too short to cover the whole length in once.


Not with webmail however you can use a POP client like Microsoft Outlook to send and receive email through our servers. Other POP clients may or may not, but with Outlook you can import contacts in from Excel ( some formatting may be required) and then send to a group that way. One thing to be mindful of if you are group mailing is to ensure you don't surpass the email limitations we have in place to thwart spammers who try to take advantage of the system.
- You may not include more than 100 recipients in a single email. Messages will not be sent to any recipients in excess of 100.
- You may not exceed 500 recipients in 1 hour. Exceeding 500 recipients in 1 hour will result in the suspension of your ability to send email for 24 hours. This does not affect your ability to receive email.
If you need information on how to setup a pop client check the link below.


Job Description & How to Apply Below
SOC Threat Analyst
Large Enterprise Client, Complex Environment
Red Chair Recruitment is looking for an SOC Threat Analyst to work within our client’s technical delivery team in Kerry.
Conduct alert and event analysis throughout entire event life cycle.
Identify system and network anomalies effectively.
Effectively correlate threats.
Conduct threat research and analysis.
Conduct intelligence analysis, and formulate threat impact determination
Validate existing mitigations against real-time threat actor Tactics, Techniques, and Procedures (TTPs).
Expand SOC knowledge management system with IoCs and contextual information.
Assist with performing system and network incident response, containment, and recovery activities.
What You Will Need:
Bachelor’s Degree in Computer Science or related field. Specialist degree in Security and/or Forensics an advantage
Any of the following certifications is a plus SSCP, CEH, CHFI, any SANS course/cert, Security+, Network+
Knowledge of large enterprise networks and understanding of an enterprise network design (perimeter, internal, and external)
Knowledge of programming and scripting
Knowledge of Security Information and Event Manager (SIEM) technology concepts
Knowledge of proxy technology concepts
Knowledge of email security concepts
Knowledge of file analysis and interrogation concepts
Knowledge of automated malware analysis concepts
Knowledge of Intrusion Detection System (IDS)/Intrusion Prevention System (IPS) technology concepts
Call Zack 064 66 22 007 for a more detailed spec.
Less than 1 Year
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You may not be overly concerned with the security of your phone calls, but you’d be surprised how much sensitive information is communicated via phone. Okay, so maybe it’s not trade secrets, but there‘s other information that’s important to protect, such as credit card numbers told to a vendor and employee addresses. How do you know if a hosted voice communications provider takes security and reliability seriously?
In this whitepaper, you’ll learn:
What is the basic level of security every system should have
How many hosted voice system fail even the simple checks
Why Mitel is focused on not just reliability but security for your communications


The Lync client downloads an address book after sign-in. It waits between 0 - 60 minutes before doing this. You can set a regkey to download immediately. If you also exit the client, wipe out galcontacts.db and log on again you will get a new address book. My suggestion is to have a button in the Lync clients under Tools / Options somewhere, that will initiate a new download of the address book - this will come in real handy at troubleshooting address book issues.
Idea No. 392


At IR1, we believe that rich, high-quality content, in multiple forms and formats and distributed intelligently thru the right media channels, has emerged as the backbone of interactive marketing strategies.
Content marketing has been referred to as “storytelling with a purpose.” Content is marketing. It’s a richer, more nuanced way of being able to communicate what a company is about, what it does, what its responsibilities are, what products and services it provides, what distinguishes it from other entities who are in the same business; what value it creates.
At the IR1 Content Centre, we bring together the best writers, photographers, artists and videographers to the project. We focus on developing content-rich, two-way communication between brands and their customers that is interactive and relevant. And we make sure that this content is delivered consistently using the “tools” available from IR Communications and IR1 Mobile. To us this consistent content means the end of marketers’ “campaign” mindset and the demise of interruptive messaging.


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This is done through an electronic wallet such as the eToro one. The conversion charge is based on the current rate of the currencies in the platform and isn’t defined in the contract itself. The platform itself will compute this figure for you and let you know what the conversion cost will be, although it is optional.


Payment & Shipping Terms:
|Product Name:||Ultrasonic Facial Massager||Power Input:||AC 100-240V, 50/60Hz|
|Power Output:||DC 12V 500mA||Work Pattern:||Ultrasonic Massage|
|Function:||Promoting The Absorption Of Nutrients||Material:||ABS|
Ultrasonic Facial Massager With Vibration Warming Effect Cavitation Function
AC 100-240V, 50/60Hz
DC 12V 500mA
1. Timer function:5 minutes/10 minutes/15 minutes, the default is 15 minutes
2. 3 levels ultrasonic intensity: High, middle and low, the default is low level
3. Hint function: It hints every works 2.5 minutes
4. Display: LED light indicates ultrasonic intensity and timer timing prompt.
5. Prompt tone: There will be “di” every keystroke except when it connects adaptor and when it is power off
Features and Functions of Ultrasonic Facial Massager With Vibration Warming Effect Cavitation Function:
1.Ultrasonic import function: With 3 million Hz per second vibrating technology, atomizing skin care
products and import depth at the bottom of the skin, promoting the absorption of nutrients effectively.
2. Ultrasonic export function:
Export excess secretion grease, prevent formation of acne and blackheads;
Export acne and blackheads, prevent formation of pimples and stubborn blackheads;
Deeply export makeup residue, prevent formation of dark spots;
3. Ultrasonic burn fat and firming skin: With high frequency vibration, soften the fat cells, activated
cell vitality, promote collagen regeneration, firming sagging skin, anti aging.
1.Connect the device with adaptor, there will be a “didi” sound;
2. Press the turn on/off key for one second, there will be a “di” sound, the device is turned on, the working
indicators shows green, it will go into default working mode;
3.You are free to choose timer mode and ultrasonic intensity mode according to individual needs;
4.Timer mode choice:
a. Default timer is 15 minutes;
b. Press the timer key first time, timing for 5 minutes: left LED light flickers for 1 second and then back to
ultrasonic intensity indicator;
c. Press the timer key second time, timing for 10 minutes: middle led light flickers for 1second and then
back to ultrasonic intensity indicator;
d. Press the timer key third time, timing for 15 minutes: right LED light flickers for 1 second and then back
to ultrasonic intensity indicator;
e. Press the timer key fourth time, it returns to b and cycle.
5. Ultrasonic intensity choice:
1)Ultrasonic intensity-increasing key:
a. Default low level: left LED light lights;
b. Press the ultrasonic intensity-increasing key first time, it is middle level: left LED and middle LED lights;
Press the ultrasonic intensity-increasing key second time
a. it is high level: left, middle and right LED light lights;
b. Press the ultrasonic intensity-increasing key third time, it stays on high level.
2)Ultrasonic intensity-decreasing key:
a. When it is low level, it will keep the same low level when you press the ultrasonic intensity-decreasing key, left LED light lights;
b. Ultrasonic intensity will decrease one level when press the ultrasonic intensity-decreasing key per time, switch from high level to middle level, switch from middle level to low level;
6.In any mode, long press the turn on/off key, the device will turn off with “di di” sound.
1. Put some cleanser on the surface of the head, you are free to choose ultrasonic intensity level and time
to clean your skin, which can export grease, remove blackheads and export makeup residue, make your
skin deeply cleansing;
2. Clean the device’s surface head;
3. After cleaning your skin, put some skin care product on the surface head, turn on the device and
choose the level you like, to massage your skin, import nutrients to deeply skin.


Part Time - Recording Clerk - Field - Brooklyn RedVision
THIS JOB HAS EXPIRED Overview:
Responsible for performing tasks involving the indexing, recording, filing and docketing of legal documents and instruments filed at various county, federal, city, civil and state offices.
ESSENTIAL DUTIES AND RESPONSIBILITIES:
Receive, review, identify and input into Company order processing platform all recording and filings documents received from clients.
Furnish information in regards to recorded instruments as it is set forth in the indexes.
Confirm receipt of check from client; follow up with client as needed.
Performs other duties and responsibilities as assigned.
The duties and responsibilities listed above are representative of the nature and levels of work assigned and are not necessarily all-inclusive.
The work is active and may require the employee to travel. There may be some walking; standing; bending; carrying of light items such as paper, books, or notebooks.
Work is normally performed in a typical interior/office work environment that requires normal safety precautions. Some work may be performed in the field.
High School Diploma or GED
1+ year office and/or Administrative Assistant experience
Proficient in Microsoft Word, Outlook, Internet Explorer and Web navigation required. Must have basic knowledge of other Microsoft Suite applications
Proficient in use of facsimile, scanners, copiers, computer equipment, and communication devices
Valid Driver?s License, if needed
Must have reliable automobile to travel to numerous locations throughout the day, if needed
Proficient in Company order processing platform and all internal data applications
Ability to take direction and guidance from management
Ability to work both independently and contribute in every aspect to a team environment
Ability to handle multiple responsibilities simultaneously
Solid verbal and written communication skills
Ability to perform basic mathematical calculations and tasks requiring detail, concentration and accuracy
THIS JOB HAS EXPIRED
RedVision is the fastest growing provider of title searches and real property data solutions in the nation, serving over 1,650 customers in the real estate industry including lenders, title underwriters, title agents, attorneys, settlement and default servicing firms. RedVision completes over 1 million title searches per year, consistently delivering complete and accurate title searches quickly in your specified format - directly into your system.Investors: Edison Partners
, Updata Partners All Jobs: at RedVision
|Headquarters:||1055 Parsippany Boulevard|
Parsippany, NJ 07054
|Company Profile:||RedVision is committed to a mutually successful, long-term business partnership with you. Our goal is to work with you to identify and solve the title search, production and real property research challenges you face today and help create new opportunities for tomorrow.
To achieve this goal, RedVision combines innovative technology with highly qualified service professionals. Managed by industry experts, RedVision is your single point provider for the most comprehensive, customer-oriented title reporting and property research solutions in the nation.
--Quality Title Searches
--Fast Turn Times
--Customizable Reports & Solutions
--Custom Integration Options
RedVision offers an array of title information services based on the TitleVisionTM platform. RedVision's patent-pending technology, electronically posts virtually all of the data needed to complete most title searches, including courthouse records, property appraiser values and property tax data. Our advanced posting algorithms and SmartFilter technology ensures that only the most relevant records need to be reviewed, saving time and reducing the likelihood of errors.
We break the title search workflow into small, discrete steps, and partner with you to determine the best blend of our technology and professional service staff and your resources for the ultimate process optimization.
--A vast research platform: our title database uses patent-pending technology to bring together relevant documents and images efficiently
--Intelligent workflow: automated business rules ensure quality control checkpoints to minimize errors
--Well-trained, professional service staff, including appraisers and examiners: a "virtual production line" uses our title database and intelligent workflow platform to streamline the search process in the most cost-effective way
The Reports - a managed service based on the TitleVisionTM platform utilizing RedVision's service center to deliver customized searches reliably and efficiently.
The Platform - a blended solution offering the best mix of your resources, RedVision's Managed Services and other partners wrapped in an intelligent workflow management system.
The Title Database - a web-based search tool for producing uniform title searches anytime, anywhere. |
Support RedVision with Social Media services


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Zestate Real Estate Search UK
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InData Labs Text Analysis
||The InData Labs Text Analysis API is used to analyze text data from social media and detect sentiment to identify positive or negative opinions, gender, age from groups of people, language of phrases...||Natural Language Processing||07.09.2018|
Melissa Cloud Property
||The Melissa Cloud Property API is a WebSmart Property Service that returns information about a given parcel of property, that includes: assessed value, last sale price, current mortgage, square...||Data||07.06.2018|
Melissa Cloud Property V4
||The Melissa Property V4 Cloud service provides a way to return information about a given parcel of property that includes; assessed value, last sale price, current mortgage and more. Some features...||Data||06.25.2018|
Data.BaltimoreCity.Gov Housing Permits
||The Data.BaltimoreCity.Gov Housing Permits API returns data for construction, alteration, electrical, mechanical and plumbing work in both commercial and residential purposes. API communication over...||Cities||06.04.2018|


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