Oracle Application Development Framework(R) Essentials













Oracle Application Development Framework(R) Essentials
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Oracle declares Availability of utility building package for Spring

REDWOOD SHORES, Calif., may 9 // -- Oracle today announced availability of the Oracle(R) construction equipment for Spring. the brand new building equipment is designed to simplify the construction, deployment and management of Spring-based mostly commercial enterprise Java functions.

As builders seem to be to directly and simply create amazing functions, they require the liberty to choose the applied sciences, accessories and frameworks that surest meet their necessities. in consequence, builders are more and more using components of Oracle Fusion Middleware with Spring's main open source software building framework. Spring's layered architecture permits builders to pick and decide pieces of the framework, which gives superior flexibility devoid of sacrificing efficiency.

To support enhance the productivity of builders using Oracle Fusion Middleware products for Java such as Oracle JDeveloper, Oracle's free integrated development atmosphere (IDE), or Oracle utility Server with Spring, the Oracle building kit for Spring comprises:

o The Spring Framework 2.0 -- the latest edition of Spring'mild-weight, open source utility building framework;

o Oracle JDeveloper Extension for Spring -- offers wizards and fulleditor help for each Spring 1.x and 2.0-vogue definitions completewith code insight, auto-comprehensive and XML validation;

o Oracle Developer Depot -- a free, Spring-based developer productivitytool that dramatically simplifies the style Java developers locate,configure and provision Java functions;

o Pre-packaged sample functions and Tutorials -- assist developers getSpring-primarily based functions up and working quickly; and

o Transaction manager Integration -- permits builders to leverage thelightweight programming mannequin of Spring with the high-performancetransactional capabilities of Oracle utility Server.

"The Spring Framework is a key part in offering a high quality provider to their users, and they look forward to making the most of the colossal effort Oracle is making to tightly combine Spring with Oracle application Server," pointed out Colin Clive, ICT products building manager, pupil Loans company confined.

Oracle's skills with Spring

The longstanding collaboration between Oracle, Interface21 and the Spring group continues to convey a large number of improvements and enhancements. Oracle will donate add-ons of the Oracle building kit for Spring to the Spring neighborhood. The donation complements Oracle's previous donation of TopLink(R) necessities, which now ships with the Spring Framework 2.0. as the number of customers leveraging the strengths of the Oracle software stack along with the Spring Framework continues to raise unexpectedly, Oracle and Interface21 are committed to presenting additional facets of integration.

"Oracle has gained gigantic skills in Spring on account of their collaboration with Interface21 and interior use of the framework," referred to Steven G. Harris, vice president, Java Platform group, Oracle. "The Oracle building kit for Spring is a natural step in their efforts to simplify business Java building. As more and more valued clientele use Oracle's Java development platform in conjunction with the Spring framework, they see more and more innovative effects."

"it's been exciting to peer the Spring neighborhood flourish and their collaboration with Oracle has helped make a contribution to that," said Rod Johnson, founder of the Spring Framework and CEO of Interface21. "As Interface21 and Oracle continue to drive innovations within the Java developer world, they look forward to featuring extra integration aspects that increase productiveness and selection for builders. The Oracle construction package for Spring is one other proof-point of their joint dedication to this purpose."

Oracle's dedication to Java builders

a leading supporter and instrumental contributor to defining key requisites and aspects of Java considering the fact that its inception in 1995, Oracle acknowledges that a essential point in riding the adoption of the next-era Java Platform, Java EE 5, is simplification of development round EJB 3.0 and JavaServer Faces (JSF) 1.2, a web utility framework designed to facilitate construction of person interfaces for business Java applications. remaining yr, Oracle launched the Oracle Developer Depot, a free, downloadable developer productivity device that dramatically simplifies the style Java developers discover, configure and provision Java functions for discovering or prototyping applications. The business also leads the Eclipse JPA, BPEL and JSF Tooling initiatives, served as co-spec lead for EJB three.0 and recently donated Oracle Toplink(R), the trade's most superior, award-winning persistence structure, to the open source group. in conjunction with that donation, Oracle leads a new Eclipse run-time mission to supply persistence functions that may also be utilized in Java and OSGi environments. Oracle is additionally a founding member of the JSF professional neighborhood in the Java community process (JCP) and joined the Apache MyFaces undertaking as a core contributor.

Availability

The Oracle development equipment for Spring is attainable for free of charge download at: www.oracle.com/goto/spring. terms, circumstances, and restrictions follow.

developers can consult with Oracle know-how network (OTN), otn.oracle.com/, for access to a wealth of more information and in-depth insurance of key construction themes, specially designed to assist builders.

About Oracle

Oracle (NASDAQ:ORCL) is the realm's biggest commercial enterprise software enterprise. For more information about Oracle, talk over with their web website at https://killexams.com/vendors-exam-list.

trademarks

Oracle and TopLink are registered trademarks of Oracle enterprise and/or its affiliates. other names could be trademarks of their respective house owners.

This announcement is equipped to you fully for information applications, isn't a commitment to carry any material, code, or functionality, and may not be relied upon in making purchasing selections. Many elements can materially affect Oracle's product construction plans and the nature and timing of future product releases. The construction, free up, and timing of any aspects or functionality described continues to be on the sole discretion of Oracle. This advice may additionally no longer be incorporated into any contractual settlement with Oracle or its subsidiaries or associates. Oracle primarily disclaims any legal responsibility with appreciate to this advice.

source: Oracle

CONTACT: Letty Ledbetter, +1-650-506-8071, letty.ledbetter@oracle.com, Teri Whitaker, +1-650-506-9914, teri.whitaker@oracle.com, each of Oracle

web web site: https://killexams.com/vendors-exam-list

connected Thomas trade replace Thomas For Industry

AI and ML latest: Huawei publicizes 'optimum performance ARM-primarily based CPU' aimed at AI workloads

Our circular-up of enjoyable and critical AI and laptop studying reports.

07/01/2019 Huawei declares 'optimum efficiency ARM-based CPU' aimed toward AI workloads

Huawei has introduced what it claims is the world's most desirable performing ARM-based mostly processor.

Unveiled on Sunday, the Kunpeng 920 is purpose-developed for AI workloads that involve processing tremendous volumes of information utilising distributed storage.

In SPECint benchmarking checks, the Kunpeng 920 scored more than 930, or basically 25 per cent better than the business benchmark, whereas using 30 per cent much less vigor than opponents, Huawei claims.

The Huawei-designed processor is manufactured on a 7-nanometer manner according to the ARM architecture. It has sixty four cores with clock speed 2.6GHz and 8-channel DDR4 reminiscence.

The more desirable performance is essentially as a result of optimised branch prediction algorithms and an increased number of OP instruments, along with an superior memory subsystem structure, in response to the company.

"these days, with Kunpeng 920, we're coming into an period of diverse computing embodied via varied cores and heterogeneity. Huawei has invested patiently and intensively in computing innovation to continually make breakthroughs. they can work with their shoppers and companions to construct a totally connected, clever world," pointed out William Xu, Huawei's chief strategy marketing officer.

Huawei additionally introduced three new servers in its TaiShan range that can be powered with the aid of Kunpeng 920 processors. These are aimed at corporate facts centres for big statistics projects requiring excessive concurrency and low vigor consumption.

The Kunpeng 920 announcement follows sizzling on the heels of the AI-concentrated Ascend AI IP and chip collection unveiled in October (see prior during this weblog).

With its emphasis on in-house design, Huawei is becoming less reliant on non-chinese language chipset suppliers such as Intel, Qualcomm, AMD and Nvidia.

The company has been enmeshed in controversy in fresh months, with a number of countries banning its products in their networking infrastructure, claiming they are a protection possibility.

The company has close connections to the chinese govt whose ‘Made in China 2025' strategy targets ten advanced expertise areas including AI, robotics, renewable power and biotechnology. the united states has claimed this method is a "true existential chance to US technological leadership".

02/01/2019 Researchers use computer researching to diagnose dyslexia

Robot AI reading

A pair of researchers have performed promising consequences from a machine discovering analyze of dyslexia amongst college babies, diagnosing the situation effectively in eighty per cent of cases without any human intervention

Alex Frid and Larry Manevitz from the tuition of Haifa, Israel, ran a sequence of exams on 32 faculty children, 17 of whom had previously been diaganosed with dyslexia. The toddlers performed a Lexical choice assignment (LDT) by which they were asked to choose no matter if strings of letters acting on a display had been significant or not.

all the way through this project, the attention movements of subjects had been monitored and at the same time electrical recreation in distinctive areas of the brain turned into recorded the usage of electrodes placed on the scalp.

After a preprocessing stage, the researchers used the ReleifF to extract significant facets from the consequences in an attempt to classify the outcomes. Many effective aspects have been truly found in areas of the signal traditionally regarded as noise.

through working towards their ML algorithm the use of the 60 ‘choicest' features extracted from the effects, the researchers have been in a position to diagnose dyslexia with a seventy nine per cent success cost; the use of simply the ten top-rated facets, successful fee of 70 per cent became nonetheless carried out.

youngsters, the intention was no longer simply to use ML for prognosis.

One conception of the explanation for dyslexia, which influences an estimated ten per cent of the inhabitants, is that the different constituents of the mind concerned in decoding written texts function asynchronously, so alerts can arrive in the incorrect order. The more desirable the asynchrony, the greater elaborate studying may be for the discipline.

The premier change between the dyslexic and other readers become accompanied in endeavor in the left hemisphere of the brain, specifically the left temporal node which has lengthy been concept to be critical in the manner of interpreting the written notice.

The paper is posted by arxiv.org

19/12/2018 european professional group draws up draft AI ethics guidlines, seeks remarks

the ecu fee's excessive-level expert neighborhood on artificial Intelligence (AI HLEG) has launched draft ethics guidelines on devoted AI. The 37-web page document covers proposals to ensure AI is always human-centric and deployed with "an ethical aim ground in". It comprises discussions round limiting bias and maximising inclusiveness, in addition to guaranteeing that AI is powerful in design and implementation so that it doesn't trigger unintended damage.

AI HLEG boils down the core requirements for devoted AI into ten broad areas: Accountability; records governance; Design for all; Governance of AI autonomy (human oversight); Non-discrimination; admire for (and enhancement of) human autonomy; recognize for privacy; Robustness; protection; and Transparency.

It looks at every of these themes from technical and non-technical standpoints with a purpose to growing advice on how each might be ensured.

"trustworthy AI has two components: (1) it'll appreciate simple rights, relevant law, and core principles,making certain 'ethical purpose'; and (2) it's going to be technically potent and authentic," the document notes in its conclusion.

"although, even with the best of intentions, the use of AI can result in unintentional hurt. hence ... AI HLEG has developed a framework to actually put in force devoted AI, providing concrete information on its achievement."

The neighborhood is seeking feedback on its draft proposals before 18 January. In March a last version could be offered to the fee.

10/12/2018 Pharma gigantic Merck in deal to use AI for drug discovery

the use of AI in drug discovery - picking promising molecules and checking out their suitability the use of fashions in preference to sufferers - has been a spotlight of the pharmaceutical trade for some time. customarily drugs require years (and an immense amount of cash) to circulate from the lab into construction.

in the latest flow, pharmaceutical significant Merck is to licence an AI-based drug screening platform from Canadian biotechnology enterprise Cyclica as part of a yr-lengthy trial.

Cyclica's Ligand express is a drug screening device which Cyclica says is a "cloud-based platform that displays small-molecule medicine towards repositories of structurally-characterised proteins or ‘proteomes' to verify polypharmacological profiles."

via realizing how a small-molecule drug will have interaction with all proteins within the body, scientists can prioritise candidate molecules for medication, knowing viable aspect outcomes, and establish genetic variations which may have an effect on the binding of the proposed drug to the target protein. one more use is investigating new makes use of for present drugs.

Small-molecule medicine typically goal certain proteins associated with ailment, however as soon as within the physique they can also bind to other proteins too, and the facet outcomes are hard to foretell within the lab, leading to lengthy R&D and trial techniques. however AI-primarily based suggestions can help construct a full image of the likely interactions of a specific molecule.

Friedrich Rippmann, Computational Chemistry & Biology director at Merck said the goal is to determine promising molecules and examine them as right now as feasible.

"Assessing new technologies is central to how they can enhance their discovery programmes, and artificial intelligence functions like Ligand specific will deliver critical insights to enhance how they feel about target identification to assist phenotypic screening and off-goal profiling in widely wide-spread," Rippman talked about.

"artificial intelligence has the energy to make the prior to now not possible a truth - they are eager to harness these new possibilities to aid drive the discoveries that may seriously change the lives of individuals affected by tricky-to-deal with diseases," introduced Belén Garijo, member of the govt board and CEO Healthcare at Merck.

07/12/2018 AI cracks text-primarily based captchas

A group of laptop scientists has developed a new laptop gaining knowledge of software that may crack the textual content-primarily based captchas still used by using many websites to give protection to in opposition t bots in a fraction of a 2nd.

The program become developed with the aid of scientists from Lancaster college within the UK, Northwest university in the US and Peking institution in China. It makes use of deep researching concepts and its makers claim a plenty higher success expense compared to different captcha attack methods.

It makes use of Generative Adversarial community (GAN) to decode the captchas, developing artificial captchas which are used to coach the base solver algorithm. this is then satisfactory-tuned using a smaller set of actual captchas. this protects time and energy, with simply 500 precise captchas required to train the assault programme.

In tests on 33 captcha schemes, some used by using the likes of Wikipedia, Google, eBay and Microsoft, the software turned into able to clear up a captcha inside 0.05 seconds when run on computing device images processing unit (GPU).

It became also in a position to sidestep superior safety points and demostrated a excessive degree of accuracy.

"It permits an adversary to launch an attack on capabilities, similar to Denial of carrier attacks or spending unsolicited mail or phishing messages, to steal personal information or even forge user identities," mentioned Guixin Ye, a researcher on the mission, which become presented on the ACM conference on computer and Communications protection (CCS) 2018 in Toronto.

"Given the high success price of their approach for many of the textual content captcha schemes, sites should be leaving behind captchas."

14/eleven/2018 fb, Google and Twitter use AI to track unlawful drug dealing

throughout his reasonably feeble 'grilling' with the aid of US Congress over Cambridge Analytica and other themes related to the affect of his social networks, one query that did elicit a (rather) direct response from Mark Zuckerberg was the unlawful sale of medicine on facebook and Instagram - possibly because he could use his wide-spread stock answer of throwing some more AI at the difficulty.

The opioid crisis is a raw challenge within the US: seventy two,000 americans died from overdoses in 2017 by myself.

Now fb has referred to it's actively the usage of AI to tune down buyers, coordinating its efforts with experts including forensic labs and local and national firms. Google and Twitter are additionally involved in the collaboration.

fb's vice president of US public policy Kevin Martin laid out the business's thinking in a blog put up.

"We are looking to make a must-have materials for medication more convenient to discover. When individuals seek information about opioids on facebook and Instagram, they direct them to SAMSHA's [Substance Abuse and Mental Health Services Administration] countrywide Helpline guidance web page and other elements for free of charge and exclusive medication and education," he said.

"now they have also begun to roll out proactive detection on fb and Instagram to take down extra content that violates their policies before americans may see or document it. Their technology is capable of realize content that includes pictures of medicine and depicts the intent to sell with guidance corresponding to price, mobile numbers or usernames for other social media accounts.

"by using catching more posts immediately, this expertise allows for their crew to use their expertise in its place to examine accounts, Pages, corporations and hashtags, as well as work with specialists to identify the next traits."

Susan Molinari, vice president for public coverage at Google, noted that fifty,000 searches about particular opioid medicine had been made everyday on the hunt engine. 

"We know overwhelmingly the people who are searching for assist are the parents or family members of opioid clients, so they understand that if they are able to push them towards companies like the Partnership for Drug-Free youngsters, then we're getting them rapid connections," Molinari pointed out.

The efforts up to now are all about blockading content material and nudging clients in opposition t getting aid instead of reporting transgressors to legislation enforcement.

24/10/2018 Oracle acquires AI company-intelligence company DataFox

Oracle has got DataFox, a SaaS AI enterprise that crunches huge volumes of information on public and private companies and feeds the results into an AI engine to create company-intelligence that purchasers can add to their CRM.

The San Francisco-based startup obtained preliminary funding from Google Ventures in 2014 and counts Bain Capital, NetApp and Goldman Sachs amongst its purchasers. Co-founder and CEO Bastiaan Janmaat was a growth equity analyst at Goldman Sachs earlier than founding the firm, and the investment financial institution has a stake in DataFox.

In a letter to DataFox shoppers and partners, Steve Miranda, govt VP purposes development at Oracle, stated: "The mixture of Oracle and DataFox will enhance Oracle Cloud applications with an intensive set of AI-derived enterprise-degree data and indicators, enabling valued clientele to reach even stronger selections and enterprise effects."

DataFox pulls counsel on hundreds of thousands of groups from dissimilar sources including information articles, digital homes and 'entertaining alerts' and analyses them to deliver actual-time assistance on when a company's fortunes may be about to alternate. Oracle says it plans to "enrich" its cloud applications similar to ERP, CX, HCM and SCM with "AI-pushed business-level facts". presumably the thought is to steal a march on cloud compeition from the likes of Salesforce.

phrases of the acquisition haven't been disclosed.

19/10/2018 UK supermarkets to trial AI checkouts for age-verification

Facial attention know-how is to be trialled by using UK supermarkets for age verification applications, with a few as-yet-unidentified shops rolling out the scanning tech at self-carrier checkouts this yr and extra broadly in 2019.

The rollout is being led by US supplier NCR, which makes self-carrier checkout machines for Tesco and Asda among others. The enterprise will integrate an 'AI-powered digital camera' (something that may well be) into the checkout machines, which could be in a position to estimate the age of consumers when they are purchasing constrained gadgets like cigarettes and alcohol. read more on this story right here.

19/10/2018 AI - the place does the liability lie?

Emma Stevens, Associate Solicitor – Dispute Resolution, Coffin Mew

The arguments related to legal responsibility in the adventure of error or incident are starting to expand. As tendencies proceed, and using AI becomes greater mainstream, there will more and more be situations which call in to query who has legal responsibility for the systems in use.

So says Emma Stevens, associate solicitor - dispute resolution, at law enterprise Coffin Mew listed here for Computing.

the vast majority of the present legislation and case law on the subject of legal responsibility and duty in cases of negligence vastly pre-dates the continued robotics revolution. It is apparent that the criminal device has loads of floor to cover before it could without difficulty regulate such advances and the present law will need to be translated to follow to instances the place considering the role and have an impact on of AI and robotics was not up to now essential.

organizations could be good to make themselves aware about the technological advances within the sectors in which they function, to make certain that their contracts are clear related to legal responsibility (each often and for AI) and that they've enough coverage in area for any systems used, where applicable.

sixteen/10/2018 or not it's massive businesses which are making the running in machine discovering, survey

A survey of records scientists, software engineers, architects and senior management has discovered that significant companies are taking the lead of their experiments with computer researching, with respondents in large companies extra likely to accept as true with their efforts as 'refined' and to have their early successes rewarded by using expanding budgets than those in smaller organisations.

About half of the respondents have been discovered in the US, a quarter in Asia with the the rest primarily based elsewhere. The survey turned into conducted through Algorithmia, a US company offering a market for machine-learning fashions.

throughout the complete sample, the leading drivers for deploying laptop learning fashions had been producing client insights and intelligence and improving the customer event. although, in giant companies enhancing client loyalty topped the list, mentioned with the aid of fifty nine per cent. big businesses have been also extra likely to point out chopping fees as being a motivating force.

simply 10 per cent of companies counted themselves as refined of their use of AI and machine getting to know. The record notes that the form of organizations that pioneered large information suggestions just a few years returned even have a headstart when it comes to deploying computing device researching fashions. they have the information, the infrastructure and the potential required to build proprietary internal structures - or 'AI layers'  - on which to installation. Examples consist of facebook's FB Learner, Netflix's computing device statistics Platform and Twitter's BigHead. It appears seemingly that this lead widen as funding follows success.

A statistic that demonstrates the regularly occurring immaturity of the field is the proven fact that fifty five per cent of efforts are pushed with the aid of IT in comparison with 37 per cent with the aid of the enterprise.

12/10/2018 China will overtake the USA in AI, predicts former president of Google China Kai-Fu Lee

Kai-Fu Lee, head of VC firm Sinovation Ventures and former president of Google China, says that AI's affect can be massively disruptive to every little thing from the geopolitical power steadiness to the job market and peoples′ particular person emotions of self value. while one of the most alterations can be for the stronger, many will now not, he says, warning in opposition t the techno-utopianism average in Silicon Valley.

The velocity of the coming AI revolution makes parallels with the job advent that accompanied the proliferation of electrical vigor and the economic revolution redundant, Lee argued.

"these prior technological revolutions took a century or longer," Lee explained, in a fascinating if discomfiting interview with IEEE Spectrum. "That gave individuals time to grow, and increase, and invent new jobs. but we've actually one technology with AI, and that's the reason plenty less time."

"we've got opened Pandora's box," Lee went on, contrasting AI with different technological threats. "We did, as humans, handle the proliferation of nuclear weapons, however that technology became secret and required an immense amount of capital investment. In AI, the algorithms are neatly generic to many americans, and it be now not possible to forbid americans to make use of them. school college students are the usage of them to birth businesses."

Lee believes the indisputable fact that the algorithms are with no trouble accessible means that the nations with essentially the most computing energy - and essentially the most centralised command constructions - will get make the running, finally exporting their improvements to others that might are trying to gradual the tide to cushion its influences. China has massive benefits over present leader america, he mentioned, as agencies akin to Tencent, which has shut connections to the chinese language govt, have the statistics, the infrastructure and a staff that′s somewhat prepared to get caught into the extra humdrum parts of establishing AI.

"chinese entrepreneurs discover areas the place there may be ample records and a commercially conceivable application of AI, and then they work in fact complicated to make the software work. it be frequently very difficult, dirty, grotesque work. The statistics isn't passed to you on a silver platter."

a great deal of the researching information for the ML algorithms comes from purposes like Tencent′s all-encompassing WeChat app, which is "fb, Twitter, iMessage, Uber, Expedia, Evite, Instagram, Skype, PayPal, GrubHub, LimeBike, WebMD, Fandango, YouTube, Amazon and eBay" rolled into one. certain counsel about a big proportion of China′s massive inhabitants resides in a single vicinity. And size matters when you're practising neural networks.

These factors, at the side of the chinese govt′s means to squash any opposition to developments like driverless vans, are all in the country′s favour as it seeks to become the dominant drive in AI.

Whichever power bloc subsequently takes the lead, the actual problem, says Lee, will be a way to manage societies characterised via expanding inequality and the lack of up to 50 per cent of present jobs, many and not using a obtrusive option function for those who hang them, over the arriving a long time.

11/10/2018 New AI-focused announcements from Nvidia and Huawei

pictures processing firm Nvidia has announced an open-source GPU-acceleration platform called Rapids which is aimed squarely at records scientists who should crunch enormous volumes of records. Nvidia claims that for computing device studying-type use instances Rapids has proved to be 50 times quicker than CPU-only techniques.

Unveiled the day prior to this in Munich, Rapids is a two-yr-historical collaboration between Nvidia engineers and Python contributors, constructing on Apache Arrow, Pandas and Scikit-learn. it's released at rapids.ai beneath the Apache 2.0 open-supply licence.

"Rapids connects the statistics science ecosystem by bringing together commonplace capabilities from distinct libraries and including the vigor of GPU acceleration." the firm says in its blog.

meanwhile, Huawei has unveiled two AI-focused chips of its personal. "As a part of its full-stack AI portfolio, Huawei today unveiled the Ascend AI IP and chip sequence, the world's first AI IP and chip sequence that natively serves all eventualities, featuring ideal TeraOPS per watt," broadcasts the enterprise's press unencumber. "Their unified architecture additionally makes it handy to deploy, migrate, and interconnect AI applications throughout different eventualities," it says.

Alibaba, the "chinese language Amazon" which is investing heavily in AI capailities is additionally pronounced to be setting up a brand new AI chip for release next yr.

10/10/2018 Apple buys computer discovering enterprise Spektral

Apple had stored its $30m acquisition of virtual reality (VR) enterprise Spektral final yr a secret unless Danish newspaper Brsen bought hold of the story, reports Apple Insider.

Spektral, whose founders have now joined Apple, become a startup specialising in computing device vision, the usage of deep studying options and GPU hardware to increase the real-time processing of photos and video directly from the digital camera. Apple is frequent to be eager to get forward in the container of augmented truth (AR), and Apple Insider speculates that this may well be in the back of the acquisition. Apple these days changed the design of iPhone cameras to more desirable guide AR and VR it notes.

10/10/2018 What's new in Spark and machine researching?

developing positive computing device researching models is a troublesome job, but making fashions which are amazing ample to support company procedures operationally is far more difficult nonetheless. this is why the web giants construct their own platforms to assist their facts scientists and then engineers. Matei Zaharia and Andy Konwinski of Databricks informed Computing about two open source initiatives which are designed to bring such capabilities to in the reach of mere mortals. ML flow is a framework for standardising and packaging workflows and models, whereas undertaking Hydrogen improves the integration of frequent deep gaining knowledge of frameworks reminiscent of Tensorflow and PyTorch with Apache Spark. examine the total story right here.

09/10/2018 autonomous brokers are the next part of commercial enterprise AI, claims Fetch.AI

What if AI may tackle complicated negotiation tasks with out requiring human intervention? here is where we're going next, in line with Cambridge-based startup Fetch.AI, which currently partnered with Clustermarket, a reserving platform for loaning scientific device. the usage of the gadget, contraptions are represented through independent agents which navigate a digital panorama in the hunt for the very best deal for themselves and optimising availability and value common. examine greater right here.


developing New resource kinds

This chapter is from the e-book 

As described within the part "records carrier and application brokers" in Chapter 2, "Oracle Solaris Cluster: points and architecture," Oracle has a substantial listing of supported brokers that cover lots of the applications to your records middle. These application agents are maintained by means of Oracle and are appreciably demonstrated on every new free up of each the Solaris Cluster software and the application itself. on the other hand, inevitably you could have an application that is not part of the current agent portfolio.

software Suitability

earlier than creating a useful resource category in your software, you have to investigate even if the software meets the standards for being made incredibly purchasable. the following listing highlights the main facets you have to accept as true with. For a complete checklist see "analyzing the utility for Suitability" in [SCDevGuide].

  • Is your utility crash-tolerant? this is crucial as a result of in a enormously obtainable ambiance your application should be capable of improve its statistics consistency without requiring guide intervention. If the utility did require such intervention, then lots of the merits of a excessive-availability framework could be lost.
  • Does your application rely on the actual node identify of the computer, such as that on account of calls to uname, gethostbyname, or equivalent interfaces? if so, then when the utility strikes to an additional cluster node, the dependency on the actual hostname will doubtless cause the software to fail. there is a work-around to this difficulty, which is to interpose the libschost.so.1 library. youngsters, this work-round can from time to time carry support concerns with utility companies.
  • Can your software run on a multihomed equipment, that is, one with a number of public networks? Your utility ought to be capable of address instances where IP addresses are configured and unconfigured from community adapters as capabilities flow around the cluster. This has penalties for the manner your utility binds to the community.
  • Does your software use tough-coded direction names for the vicinity of its information? in that case, then symbolic hyperlinks could no longer be sufficient to be sure that the information is saved in a area it truly is suitable with the usage of a failover or international file gadget. If the software renames a data file, it will possibly destroy the symbolic hyperlinks.
  • once you have decided that your application is appropriate for being made extremely obtainable, you have several the right way to achieve the fundamental integration:

  • that you can use the well-known information carrier (GDS) at once and just provide the required parameters. besides the fact that children you can not define any new extension homes for the aid category you create, it is with the aid of a ways the simplest choice.
  • which you can create a subclass of the GDS to create a completely new aid classification. This alternative makes it possible for you to outline one or greater extension residences for your new aid type. This option is comparatively primary and yet offers considerable flexibility.
  • that you can extend the GDS the usage of the superior Agent Toolkit. however this alternative does not create a brand new useful resource classification, it does allow you to outline one or greater extension homes. This alternative is additionally fairly basic and gives considerable flexibility.
  • you could use the GUI scdsbuilder tool and customise the ensuing shell script or C supply using the resource management API (RMAPI) and the information carrier construction Library (DSDL) APIs. If gigantic customization work is needed, this choice may effect in an elevated preservation burden.
  • you could use the RMAPI or DSDL APIs directly to enhance your useful resource class from scratch. This alternative trades the construction and protection costs for premier flexibility and performance.
  • each and every option is discussed in more aspect in here sections.

    widespread statistics carrier

    The regularly occurring statistics provider (GDS) is provided with the Solaris Cluster utility. The SUNW.gds agent is packaged in the SUNWscgds equipment, which is installed as commonplace with the aid of the Solaris Cluster software installer program. The SUNW.gds agent is regarded the preferred method to create both failover and scalable materials. The GDS is supported with the aid of Oracle, however you must aid the script that you just provide for the Start_command, Stop_command, Probe_command, and Validate_command methods.

    by way of default, the SUNW.gds useful resource category is not registered, so that you must register it before trying to create a resource of that classification. The commands in the following illustration show a way to investigate if the useful resource type is registered after which a way to register it, whether it is now not already existing.

    instance four.13. Registering the SUNW.gds useful resource category

    Use the clresourcetype command to determine no matter if the SUNW.gds aid classification has to be registered.

    # clresourcetype list | grep SUNW.gds # clresourcetype register SUNW.gds # clresourcetype record | grep SUNW.gds SUNW.gds:6

    in addition to the usual useful resource residences, the GDS agent has 4 residences to allow you to integrate your application: Start_command, Stop_command, Probe_command, and Validate_command. These homes are described in "Integrating Your application-certain common sense." through the use of the GDS because the groundwork for your software, you automatically benefit from all the patches and have upgrades that the GDS receives.

    instance 4.14 suggests how one can use the GDS to make the X11 program xeyes tremendously obtainable. You start by using creating a Start_command software. during this instance, a script calls the whole path name of the program with a parameter it is passed to the shell script. This script must exist on all the cluster nodes on which the utility is intended to run.

    next, having checked that the SUNW.gds useful resource class is registered, you create the useful resource neighborhood. in this example, you permit the useful resource community's node listing to default to all the cluster nodes.

    subsequent, you create a resource to represent your software. in the instance, the Start_command property is certain with the aid of the script you wrote (and which need to exist on all nodes). The reveal parameter to make use of is additionally targeted. because this application doesn't listen on any network ports, you put the network_aware property to false. This ability that the probe mechanism used could be the persisted existence of the xeyes procedure that the Start_command program leaves operating in the historical past. via default, any useful resource you create is enabled so that when the aid group is introduced online, the resource is immediately begun. To change the default, that you would be able to specify the -d argument to the clresource create command.

    The last two steps teach the RGM that it must control or manage the xeyes-rg aid community and then to bring that resource neighborhood on-line. The action of bringing the resource community on-line starts the resource because it turned into created in an enabled state.

    Assuming you have allowed far off X11 consumers to reveal in your X server using xhost and you've got exact the proper X reveal to use (change a value proper to your environment for myhost:1.0), then the xeyes application will appear on your reveal. you could switch the aid neighborhood between nodes and the RGM will kill the xeyes method and restart it on the new node, phys-summer2, because the example shows.

    instance 4.14. developing an easy, incredibly obtainable xeyes carrier

    listing the script that may be used to start the xeyes command.

    # cat /tmp/start_xeyes #!/bin/ksh /usr/openwin/demo/xeyes -screen $1 & exit 0

    verify that the SUNW.gds resource classification is registered, after which create the useful resource community and resource in an effort to manage the xeyes carrier.

    # clresourcetype list | grep SUNW.gds SUNW.gds:6 # clresourcegroup create xeyes-rg # clresource create -t SUNW.gds > -p start_command="/tmp/start_xeyes myhost:1.0" > -p network_aware=false > -g xeyes-rg xeyes-rs

    Use the clresourcegroup command to convey the xeyes-rg aid neighborhood on-line.

    # clresourcegroup manipulate xeyes-rg # clresourcegroup online xeyes-rg # clresourcegroup repute xeyes-rg === Cluster useful resource groups === neighborhood name Node identify Suspended popularity ---------- --------- --------- ------ xeyes-rg phys-summer1 No on-line phys-summer2 No Offline # clresourcegroup change -n phys-summer2 xeyes-rg # clresourcegroup reputation xeyes-rg === Cluster useful resource businesses === group identify Node identify Suspended fame ---------- --------- --------- ------ xeyes-rg phys-summer1 No Offline phys-summer2 No online

    To exhibit how the GDS handles application failure, stop the xeyes application out of your X display. you're going to word that the RGM restarts the utility practically instantaneously. The messages in /var/adm/messages (see example four.15) indicate that the RGM identified the failure and restarted the carrier.

    After the fault probe determines that the service is on-line, indicated by using carrier is online in /var/adm/messages, kill the manner again. The aid has two houses that check how time and again it's restarted by using the RGM within a certain time length. These properties are Retry_count and Retry_interval (see instance 4.sixteen). After the particular number of failures, the developed-in good judgment of the GDS determines that the existing node is unhealthy and releases the carrier in order that it will also be started on a different node. If the carrier also experiences problems on this node, then the RGM will now not fail the carrier again to its usual node except the time period, in seconds, as described through the aid community's Pingpong_interval property, has handed. as an alternative, the GDS makes an attempt to maintain the provider working on the ultimate node. This behavior is governed by using a further property called Failover_mode.

    The purpose of the Pingpong_interval property is to stay away from a service that fails to delivery from endlessly looping, ensuing in the service migrating backward and forward between cluster nodes. In a test environment, you could need to reset the cost of Pingpong_interval to a decrease value. Doing so enables you to restart your provider after getting corrected any issues you encountered.

    instance 4.15. sample RGM Messages

    The /var/adm/messages file contains information on the state adjustments of the aid corporations and substances in the cluster.

    Nov 23 04:00:23 phys-summer2 Cluster.RGM.international.rgmd: [ID 529407 daemon.notice] resource neighborhood xeyes-rg state on node phys-summer2 trade to RG_ONLINE Nov 23 04:01:23 phys-summer2 Cluster.RGM.global.rgmd: [ID 922363 daemon.notice] resource xeyes-rs reputation msg on node phys-summer2 exchange to <provider is on-line.> Nov 23 04:01:25 phys-summer2 Cluster.PMF.pmfd: [ID 887656 daemon.notice] technique: tag="xeyes-rg,xeyes-rs,0.svc", cmd="/bin/sh -c /tmp/start_xeyes myhost:1.0", Failed to live up. Nov 23 04:01:25 phys-summer2 Cluster.RGM.world.rgmd: [ID 784560 daemon.notice] useful resource xeyes-rs status on node phys-summer2 alternate to R_FM_FAULTED Nov 23 04:01:25 phys-summer2 Cluster.RGM.international.rgmd: [ID 922363 daemon.notice] useful resource xeyes-rs popularity msg on node phys-summer2 exchange to <service daemon no longer running.> Nov 23 04:01:25 phys-summer2 SC[,SUNW.gds:6,xeyes-rg,xeyes-rs,gds_probe]: [ID 423137 daemon.error] A useful resource restart attempt on aid xeyes-rs in useful resource community xeyes-rg has been blocked since the number of restarts in the past Retry_ interval (370 seconds) would exceed Retry_count (2) Nov 23 04:01:25 phys-summer2 SC[,SUNW.gds:6,xeyes-rg,xeyes-rs,gds_probe]: [ID 874133 daemon.notice] Issuing a failover request because the application exited. Nov 23 04:01:25 phys-summer2 Cluster.RGM.global.rgmd: [ID 494478 daemon.notice] useful resource xeyes-rs in resource neighborhood xeyes-rg has requested failover of the aid community on phys-summer2. Nov 23 04:01:25 phys-summer2 Cluster.RGM.international.rgmd: [ID 423291 daemon.error] RGM isn't failing resource neighborhood <xeyes-rg> off of node <phys-summer2>, as a result of there are no different latest or skills masters Nov 23 04:01:25 phys-summer2 Cluster.RGM.world.rgmd: [ID 702911 daemon.error] useful resource <xeyes-rs> of aid group <xeyes-rg> failed pingpong examine on node <phys- summer1>. The useful resource community usually are not mastered via that node. Nov 23 04:01:25 phys-summer2 SC[,SUNW.gds:6,xeyes-rg,xeyes-rs,gds_probe]: [ID 969827 daemon.error] Failover attempt has failed. Nov 23 04:01:25 phys-summer2 SC[,SUNW.gds:6,xeyes-rg,xeyes-rs,gds_probe]: [ID 670283 daemon.notice] Issuing a useful resource restart request because the utility exited. illustration 4.16. Retry, Failover Mode, and Ping-pong Interval houses

    Use the clresource command to examine the property values of the xeyes-rs resource.

    # clresource demonstrate > -p retry_count,retry_interval,failover_mode xeyes-rs === supplies === resource: xeyes-rs --- usual and extension properties --- Retry_interval: 370 type: common Description: Time in which computer screen attempts to restart a failed resource Retry_count instances. type: int Retry_count: 2 class: average Description: shows the number of instances a video display restarts the aid if it fails. type: int Failover_mode: soft category: commonplace Description: Modifies recovery moves taken when the useful resource fails. category: enum # clresourcegroup demonstrate -p pingpong_interval xeyes-rg === resource companies and supplies === aid community: xeyes-rg Pingpong_interval: 3600

    within the preceding instance, the reveal variable property can also be changed handiest by way of stopping the resource and enhancing the Start_command property. despite the fact of little importance here, because the xeyes program need to be restarted to alternate the goal X server on which it shows, it does make a change in situations where a variable may also be changed whereas a service is operating. Examples encompass changing debugging tiers to make use of and altering directories for log files.

    To create a resource type that has new extension properties that will also be changed when you need to exchange them, you deserve to either write your useful resource classification from scratch or create a subclass of the GDS, as described in a later section.

    helping New functions using the superior Agent Toolkit

    Many software brokers within the existing Solaris Cluster application unlock are derived from the superior Agent Toolkit methodology [AdvGDSTlkit]: HA-PostgreSQL, HA-MySQL, and HA containers, to identify three. All three use the SUNW.gds agent as their groundwork. despite the fact, in its raw form, the SUNW.gds agent has some limitations.

    The cause at the back of the toolkit is that each one new utility brokers have many standard necessities:

  • They may require one or extra extension residences.
  • They need to deliver debugging suggestions.
  • They could should disable the procedure-monitoring facility (pmfadm) for purposes that depart no obvious infant tactics to display screen.
  • They ought to provide a Start_command script, at the least, and might be Stop_command, Probe_command, and Validate_command scripts.
  • The toolkit additionally simplifies a lot of the work needed to address Oracle Solaris Zones and SMF. therefore, proposing this prolonged framework permits your builders to center of attention on the utility-specific integration work instead of on debugging the framework itself. After the work is comprehensive, the brand new resource class is registered the usage of a registration script.

    developing resource kinds by way of making a Subclass of the GDS

    The capabilities of creating a subclass of the GDS, as opposed to writing a new useful resource classification from scratch, is that the brand new resource classification inherits all of the premiere practices which are already a part of the typical GDS code. moreover, making a subclass of the GDS allows you to create your personal resource class extension homes while retaining the identical degree of flexibility as if you had begun from scratch. at last, your new aid category, which is a subclass of the GDS, has a definite name, enabling you to readily distinguish materials of the brand new useful resource classification. if you as an alternative used the advanced Agent Toolkit or the SUNW.gds agent, then you would need to determine what the aid is by using inspecting the extension properties or reviewing the code. This step can be quintessential because the resource type would be set to SUNW.gds, rather than MYCORP.appsvr, for example.

    You create a subclass of the GDS through making a useful resource type registration (RTR) file the place the RT_basedir parameter is decided to the listing containing binaries used by the general GDS strategies: birth, stop, Validate, and so forth. then you definitely lengthen the RTR file by way of defining your own aid class extension houses. eventually, you put the formula parameters within the RTR file to point to your scripts that override the normal GDS conduct.

    a few current solar useful resource forms are implemented this fashion, including the HA-Logical area agent (SUNW.ldom), which become lined in the area "Failover guest Domains" in Chapter 3, "Combining Virtualization applied sciences with Oracle Solaris Cluster software."

    The RTR file for the SUNW.ldom useful resource category is proven in example four.17. during this RTR file, the RT_basedir parameter is set to the general listing for the GDS package, it is, /decide/SUNWscgds/bin. Of the commonplace methods, most effective Init, Boot, and Validate were overridden the usage of classes that are located within the ../../SUNWscxvm/bin directory. in contrast to a typical GDS useful resource type, the Start_command, Stop_command, Probe_command, and Validate_command residences are assigned fixed values and cannot be modified. here's indicated by using the Tunable = NONE settings. furthermore, each command, apart from validate_command, is called with a constant set of arguments, particularly, -R %RS_NAME -T %RT_NAME -G %RG_NAME. The %variable construct is akin to the $variable syntax present in shell scripts. It skill that when a aid of this category is instantiated, use the names you assigned it as arguments. for instance, if you wrote a useful resource category referred to as FOO.bar after which created a resource community called whizz-rg containing a useful resource known as bang-rs of this category, the argument passed could be -R bang-rs -T FOO.bar -G whizz-rg. With these arguments, which you could then make calls to the RMAPI or DSDL APIs to retrieve or set properties.

    In distinction to the Start_command, Stop_command, and Probe_command homes, the Validate_command property does not use this construct. instead, the RGM passes the validate command the entire properties listed for the useful resource category on the command line. Then the validate command parses this checklist and determines no matter if the configuration is valid.

    instance 4.17. RTR File for the SUNW.ldom useful resource category

    the following textual content suggests some of the key materials of the RTR file for the SUNW.ldom aid classification:

    . . . RESOURCE_TYPE = "ldom"; VENDOR_ID = SUNW; RT_DESCRIPTION = "sun Cluster HA for xVM Server SPARC guest Domains"; RT_version ="1"; API_version = 10; RT_basedir=/opt/SUNWscgds/bin; Init = ../../SUNWscxvm/bin/init_xvm; Boot = ../../SUNWscxvm/bin/boot_xvm; birth = gds_svc_start; cease = gds_svc_stop; Validate = ../../SUNWscxvm/bin/validate_xvm; replace = gds_update; Monitor_start = gds_monitor_start; Monitor_stop = gds_monitor_stop; Monitor_check = gds_monitor_check; Init_nodes = RG_PRIMARIES; Failover = FALSE; # The paramtable is a listing of bracketed resource property declarations # that come after the resource-type declarations # The property-identify declaration should be the first attribute # after the open curly of a paramtable entry # # right here are the system described properties. each and every of the device described # residences have a default value set for each and every of the attributes. analyze # man rt_reg(four) for an in depth clarification. # PROPERTY = Start_timeout; MIN = 60; DEFAULT = 300; PROPERTY = Stop_timeout; MIN = 60; DEFAULT = 300; . . . # here's an not obligatory property. Any price supplied will be used as # the absolute direction to a command to invoke to validate the software. # If no price is equipped, The validation might be skipped. # PROPERTY = Validate_command; EXTENSION; STRING; DEFAULT = ""; TUNABLE = NONE; DESCRIPTION = "Command to validate the application"; # This property should be specific, since here is the only mechanism # that suggests a way to delivery the utility. since a worth should # be offered, there is not any default. The cost ought to be an absolute route. PROPERTY = Start_command; EXTENSION; STRINGARRAY; DEFAULT = "/opt/SUNWscxvm/bin/control_xvm beginning -R %RS_NAME -T %RT_NAME -G %RG_NAME"; TUNABLE = NONE; DESCRIPTION = "Command to delivery software"; # here is an not obligatory property. Any cost supplied could be used as # the absolute path to a command to invoke to stop the utility. # If no value is supplied, signals should be used to stop the application. # # It is believed that Stop_command will no longer return except the # application has been stopped. PROPERTY = Stop_command; EXTENSION; STRING; DEFAULT = "/opt/SUNWscxvm/bin/control_xvm stop -R %RS_NAME -T %RT_NAME -G %RG_NAME"; TUNABLE = NONE; DESCRIPTION = "Command to cease utility"; # here's an non-compulsory property. Any price offered could be used as # absolutely the route to a command to invoke to probe the software. # If no value is equipped, the "simple_probe" may be used to probe # the utility. # PROPERTY = Probe_command; EXTENSION; STRING; DEFAULT = "/decide/SUNWscxvm/bin/control_xvm probe -R %RS_NAME -G %RG_NAME -T %RT_NAME"; TUNABLE = NONE; DESCRIPTION = "Command to probe software"; # this is an optional property. It determines no matter if the software # makes use of network to talk with its purchasers. # PROPERTY = Network_aware; EXTENSION; BOOLEAN; DEFAULT = FALSE; TUNABLE = AT_CREATION; DESCRIPTION = "Determines even if the software makes use of network"; # this is an not obligatory property, which determines the signal despatched to the # application for being stopped. # PROPERTY = Stop_signal; EXTENSION; INT; MIN = 1; MAX = 37; DEFAULT = 15; TUNABLE = WHEN_DISABLED; DESCRIPTION = "The sign despatched to the application for being stopped"; # this is an optional property, which determines no matter if to failover when # retry_count is exceeded during retry_interval. # PROPERTY = Failover_enabled; EXTENSION; BOOLEAN; DEFAULT = true; TUNABLE = WHEN_DISABLED; DESCRIPTION = "Determines whether to failover when retry_count is passed all the way through retry_interval"; # this is an non-compulsory property that specifies the log degree GDS hobbies. # PROPERTY = Log_level; EXTENSION; ENUM NONE, info, ERR ; DEFAULT = "data"; TUNABLE = each time; DESCRIPTION = "Determines the log degree for adventure primarily based traces"; Property = Debug_level; Extension; Per_node; Int; Min = 0; Max = 2; Default = 0; Tunable = every time; Description = "Debug level"; Property = Domain_name; Extension; String; Minlength = 1; Tunable = WHEN_DISABLED; Description = "LDoms guest domain identify"; Property = Migration_type; Extension; Enum usual, MIGRATE ; Default = "MIGRATE"; Tunable = each time; Description = "classification of guest area migration to be carried out"; PROPERTY = Plugin_probe; EXTENSION; STRING; DEFAULT = ""; TUNABLE = each time; DESCRIPTION = "Script or command to examine the visitor area"; PROPERTY = Password_file; EXTENSION; STRING; DEFAULT = ""; TUNABLE = WHEN_DISABLED; DESCRIPTION = "The finished route to the file containing the goal host password"; scdsbuilder GUI

    To customise an agent beyond what's authorized by the GDS, that you may use the Agent Builder command, scdsbuilder (see the scdsbuilder(1HA) man page). This command has three code generation options, and the ensuing files are wrapped in a Solaris kit so that you can installation for your cluster nodes:

  • DSDL code (see the section "records provider development Library").
  • ksh code, including the entire vital scha_control commands (see the section "aid administration API"). With the ksh code, you're creating your personal useful resource category.
  • A ksh registration script for a GDS agent. here, the code generates the appropriate clresource create command.
  • that you would be able to customise the resulting code to your specific wants. despite the fact, with the ksh registration script for the GDS agent, the scope for modification is proscribed. The example in figure four.7 suggests using the third option.

    Figure 4.7

    figure 4.7 the use of the scdsbuilder GUI to create a new resource class

    The scdsbuilder command starts the Solaris Cluster Agent Builder GUI, as shown in determine four.7. in this example, facts has already been particular for each and every field attainable to the consumer. a brief code of SUNW is special for the vendor name, and tstgds is special for the utility name. This data is then used to generate each the identify of the equipment that Agent Builder creates for you and the identify of the resource type that you will subsequently use.

    The suggestions you deliver within the different fields is used as follows:

  • The RT edition enables you to specify a version number for this aid classification. that you could identify which version of the agent you're working when it's positioned into construction.
  • The working listing is used by using Agent Builder as a working enviornment wherein it may create your package and write different linked, intermediate information.
  • Your target application determines no matter if you select the scalable or failover alternative. If a particular illustration of an software can run on assorted nodes directly devoid of corrupting any of its records info, then that you would be able to opt for the scalable option. a great instance of such an software is an internet server. For all different applications, corresponding to databases and file features, choose the failover option.
  • The network aware examine field is used to verify even if any aid created the use of this resource class needs to have the port_list property set. The port_list property is then used through the GDS carrier to provide a simple probe mechanism.
  • The source type alternative determines no matter if the ensuing code uses the c program language, ksh, or the GDS (see the area "SUNW.gds" in Chapter 2, "Oracle Solaris Cluster: points and structure") to create the statistics service. to use the C option, you ought to have a C compiler installed for your equipment.
  • once you have entered the facts and clicked on the next button, you are presented with the reveal shown in determine four.8.

    Figure 4.8

    figure 4.eight completing the useful resource type definition the use of scdsbuilder

    Integrating Your utility-selected good judgment

    you utilize the fields in this 2nd reveal to give the region of the programs (which may also be compiled executables or scripts) and their linked arguments that could be used to delivery, cease, probe, and validate your statistics carrier when it is put in on the goal cluster nodes. For every software, you can set a deadline on how lengthy it may possibly take for the application to complete. If the software does not complete in the allotted time period, then the resource is placed into a failed state, similar to STOP_FAILED.

    you are required to give a price best for the birth program. all the different classes are optional. Any classes certain ought to exit with a return code of zero most effective when they have efficaciously accomplished their work. in the event that they fail to operate their disbursed task, they must return a price more advantageous than one hundred. Values under which are used through the Solaris Cluster instructions and have certain meanings (see the intro(1CL) man web page).

    The classes you assign to the delivery and prevent commands need to return correctly handiest when your target utility has basically achieved the vital operation. If the cease command leaves the application under its manage operating, or not absolutely stopped, however the cease command returns efficaciously, then the cluster framework erroneously determines that it's protected to start the useful resource neighborhood on one more cluster node. In some cases, exceptionally when the application uses a worldwide file system, this outcomes may outcome in records corruption since the two circumstances of the utility could write to their information information in an uncontrolled vogue.

    If no cease command is equipped, the manner tree that results from the start command is terminated using the kill command.

    The validate command makes it possible for you to verify that your software is appropriately configured on all of the abilities nodes on which it can run. once again, if the program determines that your application is misconfigured, the validate program must exit with a nonzero exit code.

    The capability to incorporate a probe command is without doubt one of the key merits of the usage of the Solaris Cluster framework. A probe command enables you to put in writing a application that determines the fitness of your utility. as an example, if you're writing a probe for a database, you could examine even if it can execute basic SQL statements, akin to creating or deleting a desk, or including or deleting a listing. in case you do not give a probe script, then default strategies are used in its place.

    For non-network-aware applications, the system-monitoring command pmfadm (see the pmfadm(1M) man page) monitors the procedure tree spawned by your birth command. handiest if all of the approaches have failed will the cluster framework try to restart the provider. hence, if your carrier incorporates multiple procedures and just one manner fails, then pmfadm will now not admire this fault unless it reasons all of the different strategies to fail as neatly. in consequence, in case you should computer screen your application with a better degree of granularity, you should deliver a custom fault probe.

    If the software is community-aware, then the default probe tries to open the port listed within the port_list property. as a result of this is a simple probe, it makes no try and retrieve any data. however the default probe efficiently opens the ports, that doesn't always point out universal utility health.

    within the previous illustration, you could possibly installation the package generated by scdsbuilder on all of your cluster nodes. you would then register the brand new useful resource classification in order that you might create new substances of this category. When the RGM is requested to create a useful resource, it calls the validate command: /usr/local/bin/my_validate -o some_param. If that command succeeds and you allow the resource, the RGM calls the /usr/local/bin/my_start -r foo-rs -g bar-rg command. In each cases, the preliminary arguments are fastened, however you can regulate them because of this the use of the clresource command.

    useful resource category Registration File

    in case you come to a decision to write down an agent from scratch the use of both the RMAPI or DSDL APIs, you need to first describe the properties of your proposed useful resource category in a file typical because the aid class registration (RTR) file. This file offers the RGM with details on which programs to name and which variables are required to handle the particular software.

    instance 4.18 shows an extract from the SUNW.LogicalHostname RTR file. as the instance suggests, all the programs for this useful resource category are located in the directory defined via RT_BASEDIR. The RTR file additionally defines classes with a purpose to, among other tasks, birth, stop, and probe (Monitor_start) the logical IP handle that the resource plumbs. These addresses are, in flip, defined in the HostnameList property.

    The extension houses you outline are all utility-specific. They may, for example, confer with the place of the application binaries, it really is, the software home directory. If a property has a default value, then you could outline it within the RTR file to save your equipment administrator from having to override it each time he or she creates a useful resource of this category. in addition, that you would be able to location limits on what values certain homes can take and once they can be modified.

    instance four.18. Extract from the SUNW.LogicalHostname RTR File

    here text shows some of the key ingredients of the RTR file for the SUNW.LogicalHostname aid classification:

    # # Copyright 1998-2008 solar Microsystems, Inc. All rights reserved. # Use is area to license phrases. # #ident "@(#)SUNW.LogicalHostname 1.20 08/05/20 SMI" # Registration guidance and Paramtable for HA Failover IPaddress # # note: key phrases are case insensitive, i.e. users can also use any # capitalization style they need # RESOURCE_TYPE ="LogicalHostname"; VENDOR_ID = SUNW; RT_DESCRIPTION = "Logical Hostname useful resource class"; SYSDEFINED_TYPE = LOGICAL_HOSTNAME; RT_VERSION ="three"; API_VERSION = 2; INIT_NODES = RG_PRIMARIES; RT_BASEDIR=/usr/cluster/lib/rgm/rt/hafoip; FAILOVER = genuine; # To permit Global_zone_override GLOBAL_ZONE = authentic; start = hafoip_start; cease = hafoip_stop; PRENET_START = hafoip_prenet_start; VALIDATE = hafoip_validate; update = hafoip_update; MONITOR_START = hafoip_monitor_start; MONITOR_STOP = hafoip_monitor_stop; MONITOR_CHECK = hafoip_monitor_check; PKGLIST = SUNWscu; # # improve directives # #$upgrade #$upgrade_from "1.0" anytime #$upgrade_from "2" each time # The paramtable is an inventory of bracketed aid property declarations # that come after the resource-category declarations # The property-identify announcement have to be the primary attribute # after the open curly of a paramtable entry # # The Paramtable cannot include TIMEOUT properties for strategies # that don't seem to be within the RT PROPERTY = Start_timeout; MIN=360; DEFAULT=500; . . . # HostnameList: listing of hostnames managed via this aid. All should be # on the same subnet. If want > 1 subnet with a RG, create as many # resources as there are subnets. PROPERTY = HostnameList; EXTENSION; STRINGARRAY; TUNABLE = AT_CREATION; DESCRIPTION = "listing of hostnames this useful resource manages"; . . . resource administration API

    The aid management API (RMAPI) is a group of low-stage features contained in the libscha.so library with each C and shell interfaces. all the characteristic names provided by this interface are prefixed with scha_. The shell interfaces are listed in section 1HA of the Solaris Cluster guide pages.

    The ksh scripts generated through the Agent Builder are constructed the usage of these instructions, so you can insert extra lines during this code the place the comments point out. although, for more suitable handle over the good judgment imposed on your utility you should write your software agent from scratch.

    facts provider development Library

    The statistics carrier construction Library (DSDL) is a collection of larger-degree features encapsulated in the libdsdev.so library that builds on the RMAPI functionality. This library can most effective be accessed the usage of a c program language interface. due to this fact, it is potentially extra time-consuming to put in writing an entire software agent the usage of this approach, although it does present the most reliable degree of efficiency and adaptability.

    if you used Agent Builder to create a useful resource classification, that you can personalize it by way of inserting extra DSDL code where the feedback point out. otherwise, you ought to write your agent from scratch.

    all of the function names provided via the library are prefixed with scds_ and are documented in part 3HA of the Solaris Cluster guide pages. The NFS agent source code [NFSAgent] serves as an outstanding illustration of how these APIs are used. using the nfs_svc_start.c supply as a selected example, the library is initialized with scds_initialize(). useful resource and aid community names are then retrieved the usage of scds_get_resource_name() and scds_get_resource_group_name() calls, respectively. eventually, the fame of the useful resource is decided by means of the RMAPI scha_resource_setstatus() name. lots of the coding effort involved with using these interfaces is consumed by way of the good judgment that describes how the agent should behave in quite a lot of failure scenarios. as an example, how repeatedly may still the agent try to restart the provider before giving up and doubtlessly failing over? What should the agent do according to a network failure?

    One skills of using the GDS is that all of the most fulfilling practices for carrier conduct are already within the good judgment of the code that makes up the agent, saving you from re-creating that code.

    positive Utilities for building customized facts capabilities

    The Solaris Cluster software comes with two classes that you'll find very beneficial if you create your resource type from scratch: hatimerun (see the hatimerun(1M) man page) and pmfadm.

    hatimerun Command

    all the way through the start, stop, Monitor_start, and Validate methods of your useful resource type, you will need to run various classes to function the required common sense steps. as a result of your intention is high availability, you can not stay up for a software that might certainly not respond or return, no matter if that application has long past right into a loop or is unable to retrieve some critical facts from the network, disk, or other software. as a result, you need to location time constraints on the period of the program's execution. here is the characteristic of the hatimerun command. It makes it possible for you to execute a software beneath its control and set a restrict on the time it could take to reply. If the software in question fails to respond in a well timed trend, it is terminated by way of default.

    The hatimerun command also enables you to go away the software running asynchronously within the historical past, exchange the exit code again after a timeout, or use a particular sign to terminate your application.

    the most standard utilization of this command is on your probe commands or within the steps leading as much as stopping or starting your software.

    pmfadm Command

    if you write a customized probe on your carrier, you come to a decision what constitutes a suit carrier. The standards may include utility-selected tests to check if the information it is providing to capabilities purchasers is legitimate or well timed. If the utility carries dissimilar strategies, you could wish to verify that each system is running, the usage of the ps command. All of these assessments mix to provide the superior evaluation of your software's existing fitness. youngsters, your probe is scheduled to make its checks simplest at general intervals. notwithstanding which you could tune these assessments to take place at shorter intervals, doing so outcomes in a better load for your equipment. in consequence, you have to wait, on typical, half the probe period earlier than your probe detects a circumstance where your software has absolutely failed, meaning that the entire approaches have exited. once once more, this does not assist much towards your purpose of high availability.

    The solution is to make use of pmfadm, the procedure-monitoring facility command. if you start your utility below pmfadm, it screens all of the strategies your software spawns to a degree that you examine. with the aid of default, it monitors all the software's baby methods. in the event that they all exit, pmfadm immediately restarts your application for you on the situation that it has not already surpassed a preset variety of restarts within a undeniable time interval.

    essentially the most regular utilization of this command is to your start command to ensure that your key utility tactics are monitored and that finished failures are reacted to automatically.

    libschost.so Library

    Some purposes shop or make use of configuration tips about the physical hostname of the server on which the application is running. Such applications will without doubt fail when the utility is placed in a aid neighborhood and moved between the nodes of a cluster. This failure happens because calls to uname or gethostbyname produce different responses on the global zone of each and every cluster node. Oracle software Server and the Oracle E-enterprise Suite are two examples of classes that chance such screw ups [LibHost].

    to beat this limitation, you employ the LD_PRELOAD characteristic to permit the runtime linker to interpose the libschost.so.1 library in the dynamic linking process. right here example indicates how this is executed. which you can use the equal construct within your resource birth or Monitor_start (probe) strategies, as required.

    illustration 4.19. how to Use the sclibhost.so.1 Library to change the String again as the Hostname

    Use the uname command to display the latest hostname.

    # uname -n phys-winter1

    Set the LD_PRELOAD_32, LD_PRELOAD_64 and SC_LHOSTNAME environment variables, and then rerun the uname command.

    # LD_PRELOAD_32=$LD_PRELOAD_32:/usr/cluster/lib/libschost.so.1 # LD_PRELOAD_64=$LD_PRELOAD_64:/usr/cluster/lib/sixty four/libschost.so.1 # SC_LHOSTNAME=myhost # export SC_LHOSTNAME LD_PRELOAD_32 LD_PRELOAD_64 # uname -n myhost
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