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we now maintain used the term abstraction and will spend a second talking about what it capacity in regards to kernel design. once they believe the project of aid administration, they requisite to verify the degree of wield they requisite to implement in their administration scheme. one of the hints of the change includes grouping individual components of a gadget aid into uniform-sized blocks, chunks, extents, pages, and so forth. the provision of the aid is then tracked at the flat of those granular instruments, therefore cutting back the complexity of kernel records constructions.
A traditional case is that of reminiscence administration. a pc's actual RAM includes circuits representing single bits of information storage; these are combined into sets of eight and referred to as bytes. An working system combines bytes into words (for HP-UX, a breathe awake is 32 bits, or 4bytes; here's helpful for each slender and broad kernels). The breathe awake continues to breathe a very petite amount of space for storing, and if the kernel mandatory to manage each notice (by manipulate, they beofvalue maintain tune of which words are at the flash being used, which can breathe free, and who is the exhaust of what), the quantity of reminiscence mandatory to build such buildings may without problems require as plenty belt as or greater than the recollection being managed!
To reduce this management overhead, they earn the managed unit size larger than a breathe aware. In UNIX, here's achieved by combining sequential physical phrases of reminiscence into units known as page frames (on HP-UX the page frame is 4096 bytes, or 1024 words). Now the task of preserving music of what's free and what is in exhaust turns into a lot less difficult. here is a extremely simple layer of abstraction; the kernel manages page frames, which you and i know are truly blocks of phrases made from bytes which are eight-bits every.
a concomitant UNIX kernel can moreover exhaust several layers of abstraction. Let's proceed with their dialogue of fundamental reminiscence administration. UNIX kernels regularly employ a scheme whereby a manner that requires a brace of web page frames to hang its code is assigned an accurately sized vicinity in a virtual page-frame map. digital page frames are mapped to selected actual page frames by passage of capacity of processor hardware and supporting kernel tables (discussed later in this book). This extra layer of abstraction drastically simplifies considerations comparable to enabling two or greater procedures to participate the identical view of executable code, shared libraries, shared memory, and different procedure-stage shared objects.
There are structures within the kernel to hold music of each and every point at every abstraction layer. Entities at better layers conveniently element to the monitoring buildings on the reduce layers. reduce degree useful resource attributes are inherited through the higher abstraction layers.
Care ought to breathe taken in figuring out the measurement of every administration unit—too huge and you'll dissipate a confined useful resource; too petite and the overhead of the tracking buildings can breathe extreme. The kernel clothier perpetually walks a exceptional line between convenience and efficiency. As you glance at useful resource administration, notice the granularity of control the kernel has over its costs.
probably the most insidious obstacles to continuous delivery (and to continuous stream in software birth generally) is the works-on-my-laptop phenomenon. any person who has labored on a application development crew or an infrastructure lead crew has experienced it. any person who works with such groups has heard the phrase spoken during (tried) demos. The situation is so typical there’s even a badge for it:
possibly you maintain earned this badge yourself. I actually maintain several. you should espy my trophy room.
There’s a longstanding subculture on Agile teams that may moreover maintain originated at ThoughtWorks around the turn of the century. It goes like this: When someone violates the ancient engineering precept, “Don’t conclude anything inanimate on goal,” they should pay a penalty. The penalty might breathe to drop a greenback into the group snack jar, or whatever thing lots worse (for an introverted technical type), like standing in entrance of the group and singing a tune. To explicate a failed demo with a glib “<shrug>Works on my machine!</shrug>” qualifies.
it can now not breathe practicable to wait away from the problem in utter instances. As Forrest Gump stated…well, you understand what he noted. but they will lower the issue by paying consideration to a brace of obtrusive issues. (sure, I win into account “obtrusive” is a notice to breathe used advisedly.)Pitfall #1: Leftover Configuration
issue: Leftover configuration from obsolete travail allows the code to travail on the edifice environment (and maybe the test ambiance, too) while it fails on different environments.Pitfall #2: construction/check Configuration Differs From creation
The options to this pitfall are so similar to these for Pitfall #1 that I’m going to neighborhood the two.
answer (tl;dr): Don’t reuse environments.
normal situation: Many developers set up an ambiance they like on their laptop/computer or on the group’s shared development environment. The environment grows from project to assignment as greater libraries are brought and more configuration alternate options are set. now and again, the configurations battle with one yet another, and groups/individuals frequently earn lead configuration changes reckoning on which undertaking is lively at the moment.
It doesn’t win long for the construction configuration to turn into very several from the configuration of the goal construction atmosphere. Libraries that are present on the edifice device may additionally not exist on the production gadget. You may moreover sprint your autochthonous exams assuming you’ve configured issues the very as creation handiest to find later that you simply’ve been the exhaust of a special edition of a key library than the one in construction.
subtle and unpredictable changes in conduct ensue across construction, examine, and production environments. The situation creates challenges now not only utter the passage through development but moreover throughout production aid travail when we’re trying to breed stated conduct.
solution (lengthy): Create an remoted, committed development ambiance for each and every project.
There’s a brace of purposeful approach. which you can probably believe of a few. here are a brace of percentages:
All those options received’t breathe feasible for each imaginable platform or stack. settle on and decide, and roll your own as applicable. In standard, utter these items are relatively convenient to conclude in case you’re engaged on Linux. utter of them can breathe carried out for other *nix systems with some effort. Most of them are fairly effortless to conclude with home windows; the handiest situation there's licensing, and in case your traffic has an commercial enterprise license, you’re utter set. For different platforms, comparable to IBM zOS or HP NonStop, expect to conclude some hand-rolling of tools.
the comfort that’s practicable in your situation and that helps you seclude your development and glance at various environments could breathe positive. in case you can’t conclude utter this stuff in your circumstance, don’t breathe concerned about it. just conclude what that you may do.Provision a fresh VM in the community
if you’re working on a desktop, computer, or shared construction server running Linux, FreeBSD, Solaris, home windows, or OSX, then you’re in first rate shape. you can exhaust virtualization utility similar to VirtualBox or VMware to surge up and rip down local VMs at will. For the less-mainstream platforms, you may additionally must construct the virtualization device from supply.
One issue I always intimate is that developers domesticate an angle of laziness in themselves. well, the appropriate kind of laziness, that is. You shouldn’t feel perfectly satisfied provisioning a server manually more than as soon as. win some time utter through that first provisioning endeavor to script the belongings you find alongside the way. you then won’t should tolerate in reason them and restate the identical mis-steps again. (well, unless you relish that kind of thing, of course.)
as an example, here are a brace of provisioning scripts that I’ve fetch a hold of once I crucial to installation edifice environments. These are utter based on Ubuntu Linux and written in Bash. I don’t breathe awake of if they’ll champion you, but they travail on my laptop.
in case your company is working RedHat Linux in production, you’ll probably want to regulate these scripts to sprint on CentOS or Fedora, so that your construction environments could breathe moderately near the target environments. No huge deal.
in case you want to breathe even lazier, which you can exhaust a implement like Vagrant to simplify the configuration definitions to your VMs.
an additional aspect: whatever scripts you write and some thing definition information you write for provisioning equipment, retain them under edition manage along with every task. breathe certain whatever is in edition wield for a given project is everything integral to travail on that challenge…code, checks, documentation, scripts…everything. here's partially essential, I suppose.Do Your development in a Container
a technique of separating your edifice atmosphere is to sprint it in a container. many of the equipment you’ll read about should you quest guidance about containers are in reality orchestration tools supposed to champion us manage assorted containers, usually in a construction environment. For autochthonous construction purposes, you in fact don’t want that a gross lot performance. There are a few functional containers for this aim:
These are Linux-based mostly. no matter if it’s practical for you to containerize your development atmosphere is subject upon what applied sciences you need. To containerize a edifice environment for a further OS, comparable to home windows, may additionally no longer breathe worth the concern over just operating a full-blown VM. For different platforms, it’s likely unimaginable to containerize a construction environment.enhance in the Cloud
here's a comparatively fresh alternative, and it’s feasible for a restricted set of technologies. The talents over constructing a autochthonous construction environment is that you should fetch up a fresh ambiance for every task, guaranteeing you gained’t maintain any add-ons or configuration settings left over from previous work. here are a brace of alternatives:
predict to peer these environments improve, and are expecting to glance more avid gamers in this market. investigate which applied sciences and languages are supported so espy even if one of these might breathe a hardy for your needs. as a result of the rapid tempo of trade, there’s no suffer in list what’s obtainable as of the date of this text.Generate test Environments on the cruise as fragment of Your CI build
after getting a script that spins up a VM or configures a container, it’s effortless so as to add it to your CI construct. The abilities is that your exams will sprint on a pristine atmosphere, with no probability of fallacious positives due to leftover configurations from obsolete versions of the software or from different purposes that had previously shared the equal static check ambiance, or as a result of verify data modified in a obsolete verify run.
Many americans maintain scripts that they’ve hacked as much as simplify their lives, however they may additionally no longer breathe reform for unattended execution. Your scripts (or the tools you utilize to interpret declarative configuration requirements) must breathe able to sprint with out issuing any prompts (such as prompting for an administrator password). They additionally requisite to breathe idempotent (that is, it won’t conclude any harm to sprint them varied times, within the case of restarts). Any runtime values that should breathe provided to the script maintain to breathe purchasable by passage of the script because it runs, and never require any manual “tweaking” ahead of each and every run.
The concept of “producing an atmosphere” may moreover sound infeasible for some stacks. win the recommendation widely. For a Linux environment, it’s pretty average to create a VM each time you requisite one. For other environments, you may moreover no longer breathe capable of just conclude that, however there may breathe some steps which you could win in accordance with the unvarying proposal of growing an ambiance on the fly.
as an example, a crew working on a CICS utility on an IBM mainframe can profile and start a CICS environment any time by means of running it as a typical job. in the early 1980s, they used to conclude this automatically. as the Eighties dragged on (and persisted through the Nineteen Nineties and 2000s, in some companies), the world of corporate IT grew to breathe increasingly bureaucratized until this means become taken out of builders’ arms.
surprisingly, as of 2017 only a few edifice teams maintain the alternative to sprint their own CICS environments for experimentation, construction, and initial trying out. I yell “strangely” because so many different elements of their working lives maintain improved dramatically, whereas that factor looks to maintain moved in retrograde. They don’t maintain such complications engaged on the front conclusion of their functions, however when they circulate to the lower back conclusion they plunge via a figure of time warp.
From a only technical point of view, there’s nothing to cease a edifice crew from doing this. It qualifies as “generating an ambiance,” for my part. which you could’t sprint a CICS equipment “within the cloud” or “on a VM” (as a minimum, not as of 2017), but that you could ensue “cloud pondering” to the challenge of managing your resources.
similarly, that you may apply “cloud pondering” to other elements to your ambiance, as neatly. exhaust your creativeness and creativity. Isn’t that why you selected this field of work, in any case?Generate construction Environments on the cruise as a fragment of Your CD Pipeline
This suggestion is pretty tons the very because the obsolete one, except that it occurs later in the CI/CD pipeline. upon getting some sort of automated deployment in vicinity, which you can lengthen that technique to consist of immediately spinning up VMs or instantly reloading and provisioning hardware servers as fragment of the deployment system. At that aspect, “deployment” basically capacity growing and provisioning the target atmosphere, as hostile to relocating code into an current environment.
This approach solves a few problems beyond primary configuration changes. for instance, if a hacker has added the comfort to the creation atmosphere, rebuilding that ambiance out-of-source that you control eliminates that malware. people are discovering there’s value in rebuilding creation machines and VMs generally although there are not any alterations to “install,” for that judgement as well as to support away from “configuration fade with the flow” that occurs when they ensue adjustments over time to an extended-running instance.
Many businesses sprint home windows servers in construction, certainly to lead third-birthday party programs that require that OS. an issue with deploying to an present home windows server is that many purposes require an installer to breathe current on the target example. commonly, guidance protection people glower on having installers obtainable on any production instance. (FWIW, I believe them.)
if you create a windows VM or provision a windows server on the cruise from managed sources, then you don’t want the installer once the provisioning is comprehensive. You received’t re-deploy an software; if a change is necessary, you’ll rebuild the complete example. you can prepare the atmosphere before it’s available in creation, and then delete any installers that had been used to provision it. So, this strategy addresses greater than simply the works-on-my-desktop problem.
When it involves lower back-end systems like zOS, you gained’t breathe spinning up your own CICS areas and LPARs for creation deployment. The “cloud pondering” in that case is to maintain two similar construction environments. Deployment then turns into a depend of switching site visitors between both environments, as opposed to migrating code. This makes it less demanding to invoke creation releases devoid of impacting purchasers. It moreover helps alleviate the works-on-my-computer difficulty, as testing late in the start cycle occurs on a real construction ambiance (however consumers aren’t pointed to it yet).
The universal objection to here's the saturate (it really is, fees paid to IBM) to champion twin environments. This objection is usually raised by americans who maintain not utterly analyzed the prices of utter of the lengthen and rework inherent in doing issues the “ancient way.”Pitfall #3: disagreeable Surprises When Code Is Merged
problem: diverse teams and individuals deal with code verify-out and examine-in in numerous methods. Some checkout code as soon as and regulate it utter over the course of a undertaking, probably over a term of weeks or months. Others confide petite alterations generally, updating their autochthonous copy and committing adjustments time and again per day. Most teams plunge someplace between those extremes.
often, the longer you maintain code checked out and the more adjustments you're making to it, the more suitable the possibilities of a jar if you merge. It’s moreover seemingly that you're going to maintain forgotten precisely why you made every microscopic exchange, and so will the other individuals who've modified the very chunks of code. Merges may moreover breathe a hassle.
throughout these merge movements, utter different price-add travail stops. each person is attempting to determine how to merge the alterations. Tempers flare. every person can claim, precisely, that the gadget works on their computing device.
solution: an light solution to evade this benign of element is to confide petite alterations generally, sprint the test suite with everybody’s alterations in area, and win custody of minor collisions birthright now earlier than reminiscence fades. It’s considerably less demanding.
The better fragment is you don’t requisite any particular tooling to conclude that. It’s simply a question of self-discipline. however, it best takes one individual who maintains code checked out for a very long time to clutter everyone else up. breathe awake about that, and kindly champion your colleagues set up respectable habits.Pitfall #four: Integration mistake organize Late
issue: This difficulty is similar to Pitfall #three, however one degree of abstraction better. besides the fact that a crew commits petite adjustments frequently and runs a comprehensive suite of computerized tests with each commit, they may journey big issues integrating their code with different components of the answer, or interacting with other purposes in context.
The code may moreover travail on my machine, in addition to on my group’s integration verify atmosphere, but as soon as they win the next step forward, utter hell breaks loose.
solution: There are a few solutions to this problem. the first is static code evaluation. It’s fitting the norm for a ceaseless integration pipeline to consist of static code analysis as a fragment of every construct. This happens earlier than the code is compiled. Static code analysis tools determine the supply code as textual content, looking for patterns which are conventional to outcomes in integration mistake (amongst different things).
Static code analysis can realize structural problems within the code reminiscent of cyclic dependencies and inordinate cyclomatic complexity, as well as different basic problems like lifeless code and violations of coding standards that are inclined to raise cruft in a codebase. It’s simply the kind of cruft that causes merge hassles, too.
A connected recommendation is to win any warning flat mistakes from static code evaluation tools and from compilers as actual errors. collecting warning stage errors is a very helpful solution to emerge as with mysterious, surprising behaviors at runtime.
The second answer is to integrate accessories and sprint automatic integration examine suites often. deploy the CI pipeline in order that when utter unit-degree tests flow, then integration-level checks are carried out immediately. Let failures at that stage wreck the build, just as you conclude with the unit-level exams.
With these two methods, that you could determine integration blunders as early as viable within the start pipeline. The earlier you become awake of an issue, the more convenient it's to fix.Pitfall #5: Deployments Are Nightmarish All-evening Marathons
problem: Circa 2017, it’s nonetheless gauge to locate organizations the spot americans maintain “unencumber parties” whenever they set up code to production. unencumber events are only like all-night frat parties, simplest devoid of the enjoyable.
The problem is that the first time functions are carried out in a creation-like atmosphere is when they are executed in the real creation environment. Many considerations simplest arrive into view when the group tries to set up to construction.
Of course, there’s no time or funds allotted for that. americans working in a rush might moreover fetch the device up-and-operating someway, however regularly at the can saturate of regressions that pop up later within the figure of creation assist issues.
And it’s utter as a result of, at each and every stage of the birth pipeline, the device “worked on my computer,” whether a developer’s computing device, a shared glance at various ambiance configured otherwise from creation, or some other unreliable atmosphere.
solution: The solution is to configure every environment during the birth pipeline as nigh to creation as viable. here are regularly occurring instructions that you may requisite to modify depending on local cases.
if in case you maintain a staging ambiance, rather than twin creation environments, it would breathe configured with utter interior interfaces are animate and external interfaces stubbed, mocked, or virtualized. in spite of the fact that here is as far as you win the theory, it's going to probably fetch rid of the want for unlock parties. but if that you can, it’s respectable to proceed upstream within the pipeline, to in the reduction of unexpected delays in promoting code along.
test environments between construction and staging should breathe operating the identical version of the OS and libraries as creation. They should still breathe remoted at the appropriate limit in response to the scope of testing to breathe carried out.
originally of the pipeline, if it’s possible, enhance on the very OS and equal regularly occurring configuration as production. It’s likely you should not maintain as tons recollection or as many processors as in the creation ambiance. The development environment moreover would not maintain any are animate interfaces; utter dependencies exterior to the application will breathe faked.
At a minimal, suit the OS and unencumber stage to production as carefully as that you can. for instance, if you’ll breathe deploying to home windows Server 2016, then exhaust a windows Server 2016 VM to sprint your short CI construct and unit verify suite. home windows Server 2016 is in response to NT 10, so conclude your edifice travail on home windows 10 because it’s additionally according to NT 10. in a similar way, if the creation atmosphere is home windows Server 2008 R2 (in line with NT 6.1) then boost on windows 7 (additionally in keeping with NT 6.1). You received’t breathe able to dispose of each configuration change, however you may breathe capable of forestall the majority of incompatibilities.
follow the very rule of thumb for Linux goals and edifice techniques. as an instance, if you will install to RHEL 7.three (kernel edition three.10.x), then sprint unit checks on the equal OS if viable. otherwise, search for (or build) a edition of CentOS in keeping with the equal kernel version as your creation RHEL (don’t expect). At a minimal, sprint unit exams on a Linux distro according to the very kernel edition as the target creation instance. conclude your edifice on CentOS or a Fedora-based distro to reduce inconsistencies with RHEL.
in case you’re the usage of a dynamic infrastructure management manner that contains constructing OS circumstances from source, then this issue becomes much less demanding to handle. which you could construct your construction, examine, and production environments from the identical sources, assuring edition consistency during the nascence pipeline. however the reality is that only a few groups are managing infrastructure in this passage as of 2017. It’s more probably that you’ll configure and provision OS instances based on a printed ISO, and then installation programs from a non-public or public repo. You’ll requisite to pay nigh consideration to models.
if you’re doing construction travail in your own computing device or computer, and moreover you’re the exhaust of a pass-platform language (Ruby, Python, Java, and so on.), you could regard it doesn’t breathe counted which OS you utilize. You could maintain a nice edifice stack on windows or OSX (or something) that you simply’re at ease with. then again, it’s a helpful belief to spin up a local VM running an OS that’s nearer to the production environment, simply to support away from unexpected surprises.
For embedded construction the spot the edifice processor is distinctive from the goal processor, consist of a assemble step for your low-level TDD cycle with the compiler options set for the goal platform. this may expose errors that don’t ensue when you assemble for the construction platform. once in a while the identical version of the identical library will array different behaviors when finished on diverse processors.
yet another suggestion for embedded development is to constrain your construction atmosphere to maintain the identical recollection limits and different aid constraints because the target platform. that you could seize inevitable types of errors early with the aid of doing this.
For one of the most older lower back conclusion platforms, it’s viable to conclude development and unit testing off-platform for comfort. relatively early in the start pipeline, you’ll requisite to upload your supply to an environment on the goal platform and construct and test there.
for instance, for a C++ utility on, say, HP NonStop, it’s effortless to conclude TDD on anything local atmosphere you value (assuming that’s feasible for the category of application), the usage of any compiler and a unit checking out framework like CppUnit.
in a similar fashion, it’s effortless to conclude COBOL construction and unit testing on a Linux instance using GnuCOBOL; a powerful deal quicker and easier than the exhaust of OEDIT on-platform for first-rate-grained TDD.
besides the fact that children, in these situations, the target execution atmosphere is awfully distinctive from the edifice environment. You’ll are looking to pastime the code on-platform early in the delivery pipeline to fetch rid of works-on-my-machine surprises.abstract
The works-on-my-machine issue is without doubt one of the leading causes of developer stress and misplaced time. The leading explanation for the works-on-my-desktop issue is modifications in configuration across development, examine, and production environments.
The basic information is to support away from configuration differences to the extent feasible. win pains to breathe certain utter environments are as akin to creation as is functional. Pay consideration to OS kernel models, library types, API types, compiler versions, and the versions of any home-grown utilities and libraries. When adjustments can’t breathe averted, then earn notice of them and deal with them as hazards. Wrap them in examine circumstances to deliver early warning of any concerns.
The 2nd recommendation is to automate as a lot testing as practicable at diverse levels of abstraction, merge code generally, build the software generally, sprint the automatic examine suites frequently, deploy often, and (the spot feasible) construct the execution environment frequently. this will assist you commemorate issues early, while the most concomitant changes are still fresh in your mind, and while the concerns are still minor.
Let’s repair the world in order that the next technology of application developers doesn’t breathe awake the phrase, “Works on my computing device.”
The findings arrive from a recent consumer survey conducted to evaluate customer delight. shoppers determined UC4's properly strengths as product performance, multi-platform champion and the company's committed heart of attention on job scheduling options.
"The survey established that they are heading in the birthright direction in looking forward to what their clients want," pointed out vestige Loehr, COO of UC4 utility. "featuring an experience-pushed job scheduling answer is not satisfactory. They continue to carry a towering quality solution with multi-platform capabilities and enterprise-huge functionality."
UC4's job scheduling solution, UC4:international, has a several platform-unbiased architecture that provides multiplied security while preserving the supply and usefulness of the facts. With UC4:global, records centers can automate IT strategies on greater than 30 several purposes and operating programs.
"We didn't wish to breathe mainframe centric with their platform selection. They essential a job scheduler that might operate in a multi-platform ambiance," referred to Bob McKey, programs analyst, Shands Healthcare. "UC4:world has changed their mainframe job scheduler and they anticipate that it can breathe in a position to wield their integrated pass-platform job scheduling needs for windows, AIX, and the mainframe."
The survey moreover concluded that purchasers selected UC4:international on account of its prosperous product aspects and inordinate ideas from different clients.
About UC4 utility
UC4 utility is the quality leader in commercial enterprise job scheduling. centered in 1985, the traffic is identified as one of the crucial job scheduling industry's properly carriers. greater than 750 agencies worldwide, including many Fortune 500 businesses, maintain installed its flagship product, UC4:global. valued clientele consist of Mattel, Air products, Cadbury Schweppes, Columbia tuition, T-systems, Robert Bosch and the Mayo basis. The enterprise has offices in Europe, the united states and Australia, and is supported by using a community of partners in more than 30 countries around the world. For greater counsel, quest recommendation from www.UC4.com.
UC4:global is a global-main know-how answer for experience-driven job scheduling, providing centralized manage and monitoring of IT techniques throughout utter methods and systems utter over the enterprise. UC4:global supports finished process administration for traffic options equivalent to SAP, PeopleSoft, Oracle, and Siebel, in addition to utter operating systems, together with windows, Linux, UNIX, OpenVMS, HP NonStop Kernel, OS/400, MPE/ix, z/OS, BS2000/OSD and GCOS 8.
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The key to benefiting from Variable Input Technology (VIT) is to plant the model hybrid in each soil management zone, then manage each one appropriately. Understanding how each hybrid flexes its ear size, based on growing conditions, helps you pick the best planting date and population, and blueprint your fertility program and disease management.
Studies conducted by Farm Journal field Agronomist Ken Ferrie are shedding fresh light on how various hybrids flex their ears, and on how to manage each type. Through photosynthesis, each plant produces a inevitable amount of starch, and your goal is to ensure there are enough kernels to store utter of it. Ear flex is a major factor influencing the number and depth of kernels—the more kernels, and the bigger they are, the more starch you can haul over the scale.
“The total amount of starch stored per acre is a function of the number of ears, the number of kernels and the amount of starch per kernel,” Ferrie explains. “Those characteristics are affected by the plants’ capacity to flex ear size based on their environment.”Let’s review the basics of ear flex:
You’ve seen ear flex at travail in your field when corn was under stress. “Corn is at its maximum submit potential while it’s still in the bag,” Ferrie says. “After planting, it accepts the limitations of its growing environment. Genetically, you might maintain started at 22 rows of kernels around the ear. If, by the V5 stage, the plant senses too much competition or stress, it might flex to 20 rows of kernels.
“Once the plant flexes downward, it will not add back more rows of kernels if the stress is removed. Stress in the V6 through R4 stage challenges ear length. If stress is strict enough before tasseling, the plant can truncate its ear. This can result in ears filled to the tip but only 30 kernels long. Or the cessation of the cob might breathe barren. Once it truncates the cob, the plant will not lengthen its ear any further.”
Another passage ears flex is to abort kernels if the plant pollinates more kernels than it can fill. “For example, you might find ears that pollinated 45 kernels per row, but aborted to 30, leaving 15 shriveled yellow kernels at the cessation of each row,” Ferrie says.
Ears moreover can flex the amount of starch per kernel. “New hybrids add bushels by increasing the amount of starch in each kernel,” Ferrie says. “That’s how they obtain submit increases without raising populations.
“So when they lose girth, they still can earn up some submit through increased length and kernel size. If they lose both girth and length, they can only earn up submit by increasing kernel size.”
A Farm Journal study is boosting their understanding of ear flex. “It has revealed a mammoth incompatibility in how various hybrids flex, in utter three areas,” Ferrie says.
The study involves what you might summon super-intense hybrid test plots. “We plant each hybrid at a low population of 22,000 to 24,000 plants per acre,” Ferrie explains. “We’ve learned that will bear the biggest practicable ear. If they fade lower, they fetch double ears and suckering, which confuses the results. Then they plant each hybrid at 36,000 plants per acre. At this population, the ears flex downward in size, based on starch production.”
Based on plot results, noticeable patterns maintain emerged. “When the population goes up, starch production per ear goes down,” Ferrie explains. “But it happens in different ways with various hybrids.
“For some, the reduced starch production per ear results mostly from a smaller girth (fewer rows of kernels around the ear). This tells us the plant senses population stress at an early stage, such as V5. This stress is not visible to the human eye.
“In other hybrids the reduction in starch production shows up in the length of the ear before tasseling,” Ferrie continues. “Those hybrids bear a shorter ear and cob. still others exhibit the want of starch production after pollination, in the figure of unfilled ears and aborted kernels.
“Yet some hybrids hardly change their kernel count. Instead, at low populations, they will bear an ear of 650 kernels so girthy you can’t nigh your hand around it. But at the towering population, ears still accommodate 650 kernels, but you can wrap your hand around the ear and your forefinger and thumb will touch,” he adds.
Understanding how each hybrid flexes ears in terms of girth, early length, late length and depth of kernel is a key to making a profit using VIT, Ferrie says.
“If there’s a feeble link in your program, and you elect the wrong hybrid, you will sacrifice yield,” Ferrie says. “For example, yell you’re fighting the carbon penalty in continuous corn, and your plants glance tough for a few weeks early in the season. If you planted a hybrid that flexed before tasseling, this stress will breathe costly in terms of yield.
“But if you fetch through the carbon penalty by tasseling time, hybrids that flex mainly in kernel depth will lose less submit from the stress caused by the carbon penalty,” Ferrie continues.
A knowledgeable seeds rep is the only source of information on ear flex characteristics of hybrids. “But if you plant a variety plot, win it to the next flat and commemorate the effect of two populations on ear flex,” he suggests.
“Choosing the best genetic package to felicitous each management zone is the first step to benefiting from VIT,” Ferrie concludes. “Understanding how hybrids flex ears will champion you manage each one to obtain its highest yield.”Seeding Rates Are utter About Starch
Here’s a fresh passage to believe about plant population: “One acre of corn produces a inevitable amount of starch,” says Farm Journal field Agronomist Ken Ferrie. “You requisite to bear enough kernels to hold that starch. Once you maintain enough kernels, adding more will not increase submit unless the volume of starch moreover increases.”
Seed company population recommendations are based on submit per acre. “Hybrids able to store big quantities of starch per ear maintain lower recommended populations,” Ferrie says.
Seed companies attempt the find the sweet spot in terms of population for each hybrid, Ferrie adds. “If you increase the population, you will just designate the amount of starch across more plants and ears,” he says. “You moreover re-allocate the amount of available water and nutrients, and that stresses the plants.”An obsolete Rule No Longer Works
Because of the ear-flex characteristics of today’s hybrids, an obsolete rule of thumb for estimating submit no longer works, explains Farm Journal field Agronomist Ken Ferrie.
“Traditionally, they maintain said if an ear of corn flexes from 18 rows of kernels to 16 that equals a loss of 20 bu. per acre,” Ferrie says. “We moreover said if they lost one kernel in length, they lost 5 bu. per acre.
“For that to work, 1 bu. would maintain to consist of a inevitable number of kernels. The gauge is still 80,000 kernels per bushel, but hybrids range from 50,000 to more than 90,000 seeds per bushel.”
Tools are available to vary the rate of every input for every soil kind in a field. Ready yourself for variable-input technology by following along with this seven-part train at bit.ly/VIT-series
The Lenovo IdeaPad Flex 5 15 is a 2-in-1 struggling with an distinguished question: How mammoth is too big when it comes to one of these hybrids? Sure, it’s powerful to maintain both your tablet and laptop needs served by a single machine, but only so long as both are actually useful. With a 15.6-inch screen, the IdeaPad Flex 5 15 is an average-sized laptop, but an absolutely massive tablet.
Is it workable though? That's what they investigated for their review.Design
Lenovo’s lineup of 2-in-1 devices is truly sprawling, encompassing multiple sub-brands and a broad range of prices. The IdeaPad Flex 5 15 (just Flex 5 from here on out) they reviewed falls in the middle of the spectrum, listing for a hair over $1,200 and featuring an Intel Core i7-8550U processor, integrated Intel HD 620 graphics, 16GB of DDR4 RAM, a 512GB PCIe SSD, and a 15.6-inch 1080p IPS feel display.
It’s worth noting this is the top cessation of the Flex line, and indeed quite a bit more expensive than the Flex 6 14 they tested terminal year. If you don’t reason dropping to a Core i5-8250U, 8GB of RAM, and a 5,400rpm arduous drive you can fetch a Flex 5 for as microscopic as $590, or less than half the charge of the model they reviewed. But that’s an entirely different machine, at that point—one that, with an actual arduous drive inside, is arguably less suited to the ultraportable lifestyle implied by a 2-in-1.Adam Patrick Murray/IDG
The problem is the $1,200 Flex 5 they looked at is still trapped in the cadaver of a $590 machine.
Hey, it happens. They’re both 15.6-inch convertibles, so of course Lenovo’s going to exhaust the very chassis for each. It's just...so bland. Devoid of any eye-catching design features, it’s simply a silvery-black slab of plastic with a nondescript Lenovo logo on the outside.
At least it’s inoffensive, and if they were talking about the $590 machine I’d breathe tempted to reduce it some slack. Actually, that’s exactly what they did with terminal year’s Flex 6 14 review, where my colleague Ben Patterson describing it as “plain but professional.” just enough, but plain and professional isn’t very exciting once you leap to a $1,200 machine.
Two basic 360-degree hinges support the Flex 5 together. They feel sturdy enough for any and utter positions, but are more utilitarian than clever. Pop the lid and the quality improves ever so slightly. A metal palm comfort belt encompasses a decently big touchpad, a fingerprint reader, and an oversized keyboard. The latter is one of my favorite features on the Flex 5, with slightly convex keycaps and a pleasantly “chunky” feel to typing. The Flex 5 moreover eschews a numeric keypad, opting instead to give keys a bit of leeway to breathe. This is a relief for my fleshy fingers, even if the amount of open range on each side of the keyboard looks a bit odd.Adam Patrick Murray/IDG
Of course you’ll moreover find the Flex 5’s big 15.6-inch display. These larger 2-in-1s are neat, in theory, doubling as full-sized laptops instead of opting for a smaller screen in the designation of portability. Practical, though? Not so much, in my experience. Flipping the Flex 5 into tablet mode, it feels incredibly unwieldy. And why wouldn’t it, at 0.8 inches thick and nearly 4.5 pounds? 14-inch convertibles are already a bit maladroit as tablets. The Flex 5 is even bulkier, and the relatively fleshy bezels above and below the screen don't help.
Thus I waver to recommend it as a 2-in-1. The larger screen is welcome for gauge laptop use, but I believe we’ve reached (and passed) the confine for convertibles. You could perhaps exhaust it tented, perched on a desk or an airline tray while watching videos, but I’m hard-pressed to imagine using the Flex 5 as an actual tablet. It’s too thick and too heavy. And support in reason they reviewed the SSD-equipped model. It seems ridiculous to proffer the very machine with an HDD whirring away inside.
Screens are often Lenovo’s weakest point, too, and the Flex 5 is no exception. They fulfill their battery rundown tests at 250 nits, what they regard gauge for snug day-to-day usage. Well, usually we fulfill their battery rundown tests at 250 nits. The Flex 5’s array maxes out at 245 nits, falling short of their (fairly forgiving) guidelines. In a darkened or dimly lit leeway it’s fine, but even in a well-lit leeway the Flex 5 has concern with glare. Outside and on the go, it’s essentially useless.Adam Patrick Murray/IDG
As for ports, the Flex 5 features a charging port, HDMI-out, a USB 3.0 port, USB-C, and a 3.5mm jack on the left-hand side, plus a second USB 3.0 port, an SD card slot, and the power button on the right. One oddly archaic feature: The Flex 5 draws power from a gauge laptop brick with a barrel charging. That makes sense for the entry-level Flex 5, but a $1,200 convertible? That should definitely breathe using USB-C for power in 2019, not an inelegant cord complete with transformer wart at the halfway point.
The Flex 5’s speakers are adequate. Harman Kardon’s designation lends a bit of respectability to what are fairly gauge laptop speakers—shrill, with nonexistent bass and less volume output than you’d hope. They’ll travail if you’re desperate, but even a budget pair of headphones would breathe a better choice.Performance
The impracticality of some aspects of the Flex 5’s design shows up in its performance results. What’s exciting here is Lenovo improved the product line by stripping out hardware. The Flex 6 14 model they reviewed terminal year came equipped with a discrete graphics card, if you can believe it—an Nvidia GeForce MX130. Not much of a discrete graphics card, but it existed. This year’s version sticks to the aforementioned integrated graphics.
And yet as they preeminent terminal year, the MX130 actually performed significantly worse in 3DMark testing than competitors who relied on handrum ol’ integrated Intel HD 620 graphics. That remains true, with their Intel HD 620-equipped Flex 5 posting a score of 4,315 in 3DMark’s Skydiver benchmark, compared to the Flex 6 14's pallid 3,111.Melissa Riofrio/IDG
Not surprisingly, the Lenovo Flex 5 15’s integrated Intel UHD 620 graphics posted a middling score in this graphics test. It’s not designed for gaming.
It’s no gaming machine, but it’s at least on a par with other 2-in-1s in its charge bracket—which is no surprise, as they utter pretty much exhaust the very HD 620 graphics.
There’s a catch, though. The want of a discrete graphics card means more stress on the CPU, and more stress on the CPU means more heat. That, combined with the fact we’ve stepped up to a Core i7-8550U from terminal year’s Core i5-8250U, means their Flex 5 needed much better heat dispersion than the previous model—and it didn’t fetch it. Even during menial tasks, the fans (or perhaps fan, singular) whir away nonstop, and still the machine withers at the first mark of effort. Even though the Core i7-8550U is theoretically a better-performing part, the Flex 5’s scores hewed closely to those of its Flex 6 14 cousin when it came to CPU-heavy benchmarks.
For instance, PCMark 8’s travail Conventional benchmark allows us to test day-to-day web browsing, word processing, and so on. Here, the Flex 5 posted 3,230 compared to the Flex 6’s 3,291—well within the margin of mistake where the two machines might as well breathe identical.Melissa Riofrio/IDG
Any score over 2,000 in PCMark 8 travail Conventional means the system can wield mainstream travail applications. The Lenovo Flex 5 1570 can conclude the job ably.
Next they sprint a HandBrake test to espy how the machine performs when under load for a significant term of time. This involves using HandBrake to metamorphose a 30 GB MKV file to the Android Tablet preset, a CPU-heavy task that can really suffer from heat-related performance throttling.Melissa Riofrio/IDG
In the sustained CPU usage demanded by HandBrake, the Lenovo Flex 5 15 stuck with the pack, though it's a mite slower than other systems with the very CPU.
The Flex 5 finished the job in an hour and 10 minutes, slightly better than terminal year’s model but still far slower than a Core i5-8250U with adequate cooling—to yell nothing of other Core i7-8550U laptops. It’s enough to earn you sensation why Lenovo opted for the more expensive fragment in the first place, given the Flex 5 clearly isn’t taking edge of that power except in short bursts.
Lastly, they conclude a battery rundown by looping a 4K video at 250 nits' brightness—which, as I said above, wasn’t practicable with the Flex 5. Thus they looped the very video at the max brightness of 245 nits, which gave us about eight and a half hours' runtime.Melissa Riofrio/IDG
The Lenovo Flex 5 15's scant 8.5 hours of battery life is adequate. utter the models that terminal longer maintain bigger batteries, except for the Samsung Notebook 9 Pro, whose 39mAh battery was surprisingly efficient.
Spectacular? No, and indeed you can find comparably priced 2-in-1s with much better battery life. That said, I suspect Lenovo opted for the diminutive 52.5Wh battery to reclaim weight, and I can’t frailty them given the Flex 5’s already significant bulk.Bottom line
The Lenovo IdeaPad Flex 5 isn’t a despicable machine, just an maladroit one. It fulfills every promise, checks every box Lenovo says it will. It is technically a 2-in-1 machine. It’s just that the laptop fragment of this equation works significantly better than the tablet part, even though you’re paying for the extravagance of a 2-in-1. Combine that with a lackluster aesthetic and dim screen, and it’s arduous to warrant the Flex 5’s existence. Lenovo’s own Yoga line outclasses it in every way, for just a few dollars more. glance to the Yoga first, if you’re set on a Lenovo 2-in-1.To comment on this article and other PCWorld content, visit their Facebook page or their Twitter feed.
Travelers can hope the streak continues after Southwest soon launches service to Hawaii, a destination long coveted by customers and employees.
In late 2017, Southwest unveiled expansion plans for Hawaii and has been working on getting federal approval for flights over the ocean. terminal week, it was running test flights to Hawaii and could start selling seats to the destination in the next few weeks.
“I don’t know where fares will settle out, but passenger traffic will grow in Hawaii because Southwest will fill the planes,” Campbell said.
Many Southwest customers will opt for the Hawaiian Islands instead of Mexico or the Caribbean, he said. Other carriers are already lowering fares in preparation for Southwest’s entry.
“It’s not gonna breathe a zero-sum game there,” Campbell said, just as it wasn’t a zero-sum game in Dallas.
His study examined 109 nonstop markets entered by Southwest from 2012 to 2015. The median fare in those markets declined 15 percent, which was followed by a 28 percent increase in passengers.
The repercussion in North Texas was even greater. From late 2014 to late 2016, average one-way fares declined 25 percent and the number of originating and departing passengers rose 37 percent.
Round-trip fares fell by about $240 to fresh York and Washington, and by $118 to Los Angeles. As a result, flights to Los Angeles International, fresh York LaGuardia and Washington Reagan airports carried an additional 1.5 million passengers a year, the study found.
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