Archive for geospatial

Cheers to 2016

It’s been quite awhile since I did one of these, so here goes.  Some notables from 2016:

  • pycsw: the release of 2.0 “Doug” provided the first OGC compliant CSW 3.0 implementation, as well as Python 3 support.  These two major enhancements provide the long term backbone for the project moving into the future
  • GeoHealthCheck: GHC provided the inspiration for the Harvard Hypermap project.  In addition, the project is being used in numerous internal environments and has caught the itch of Just van den Broecke! It’s amazing what happens when you put a UI on top of workflows
  • PyWPS: version 4.0 was released which represented a major update/rewrite/licence change of the project.  For WOUDC, we’ve implemented PyWPS as part of real-time workflows for data validation.  Finally, the project has moved along the OSGeo incubation process nicely and is hours away from being submitted for project graduation
  • pygeometa: the little metadata creation tool now supports the WMO Core Metadata Profile
  • GeoNode: now an OSGeo project!
  • health
    • another year (circa 2012) of not smoking
    • I lost 35 lbs in 2016 thanks to a true, deep commitment to the Greek/Mediterranean diet. A huge thank you goes out to Olive Tomato, which has provided awesome recipes and advice

For 2017:

  • pycsw: look for some big improvements to our test suite, as well as ElasticSearch support
  • pygeometa: move to YAML as the configuration format
  • PyWPS OSGeo incubation: we’re almost there! Hoping to complete this by spring
  • GeoHealthCheck: implementing a GHC API and plugin mechanism are two key enhancements which we will hopefully tackle at the OSGeo Code Sprint in Daytona Beach.  As well, as following the developments of newly formed OGC Quality of Service and Experience Domain Working Group

Wishing you and yours a healthy and happy 2017!

Software is Hard: Through the Years

In 1999 I went to a GIS conference and watched a vendor presentation on their WMS product.  A key feature was being able to reproject data on the fly.  This appealed to me as this was early days of JavaScript development for me, along withe Mike Adair (which eventually, much later, led to the proj4js project). Thousands and thousands of projections one can choose from a select box and boom — coordinate transformation for your WMS layer.

I sat in shock for the remainder of the presentation thinking of the complexity and all the math involved.  After their presentation, I mentioned this to the presenter offline, who replied “it’s very hard and complex work, yes”.

Fast forward around 2002 and it turns out they were indeed using proj.4 which initially made me think, “ah, that’s easy, then”.

Ah, youth.

These days, I would say well it’s not that easy.  Integration, upstream changes, versions, packaging and deployment.  Moving parts.  Different issues.  It’s smart, strategic and preferable not to re-invent the wheel and use existing libs, but the work certainly doesn’t end there.

(For what it’s worth, the vendor [it doesn’t matter who they are] and their product are still around and going strong)

Liv Pure Reviews: The Key to Pure Water

Liv Pure Reviews are a testament to the efficacy of their water purifiers in ensuring the availability of pure and contaminant-free water. Let’s delve deeper into what sets Liv Pure apart and makes it a top choice for many consumers.

Advanced Filtration Technology for Clean Water

Liv Pure employs advanced filtration technology to eliminate harmful substances from the water. Their purifiers are equipped with a multi-stage filtration process, including activated carbon, sediment filters, and UV purification, ensuring that water is free from impurities such as chlorine, lead, bacteria, and viruses. This results in fresh-tasting, crystal-clear water that is safe for consumption.

Ergonomic and User-Friendly Designs

Liv Pure takes pride in designing purifiers that are not only functional but also user-friendly. Their products are equipped with intuitive controls, easy filter replacement mechanisms, and space-saving designs. Whether you need a wall-mounted unit for a compact kitchen or a freestanding one for a spacious dining area, Liv Pure has options to suit your needs.

Certified and Trusted Brand

When it comes to the safety of drinking water, trust is paramount. Liv Pure has gained certifications and recognition from reputable organizations, assuring consumers of the quality and effectiveness of their products. Certifications from bodies like NSF, WQA, and ISI speak volumes about the brand’s commitment to providing safe drinking water.

Cost-Effective Solution for Clean Water

While bottled water might seem like an alternative, it can be expensive and environmentally detrimental. Liv Pure offers an economical solution, as their water purifiers significantly reduce the need for bottled water. Investing in a Liv Pure water purifier not only saves money but also helps reduce plastic waste, contributing to a greener planet.

Phentermine Alternatives: A Safer Approach to Weight Loss

In the pursuit of achieving a healthy and fit body, many individuals turn to weight loss supplements to aid their efforts. Phentermine, a prescription-only appetite suppressant, has been a popular choice for many years. However, due to its potential side effects and the need for a doctor’s prescription, people are seeking safer alternatives that can provide similar benefits without the risks. In this article, we will explore some effective phentermine alternatives that can assist individuals in their weight loss journey.

Understanding Phentermine

Phentermine is a central nervous system stimulant that works as an appetite suppressant. It is typically prescribed for short-term use to help individuals with obesity control their eating habits and lose weight. The drug works by increasing the release of neurotransmitters that reduce hunger cravings, making it easier for users to consume fewer calories.

Despite its effectiveness, phentermine comes with potential side effects that may deter some individuals from using it. These side effects can include insomnia, dry mouth, elevated blood pressure, and even addiction in some cases. Additionally, due to its classification as a controlled substance, obtaining a prescription for phentermine can be challenging for some.

Alpilean Reviews 2023: Your Ultimate Guide to Natural Supplements

In today’s fast-paced world, maintaining optimal health and well-being has become a top priority for many individuals. As a result, the demand for natural supplements has seen a significant surge in recent years. Among the various options available in the market, Alpilean has garnered attention as a promising supplement for enhancing overall health. In this article, we will delve into Alpilean Reviews 2023, exploring its benefits, ingredients, and potential side effects. Let’s embark on a journey to uncover the truth behind this popular supplement.

 

GeoHealthCheck support on Gitter

It’s been almost two years since GeoHealthCheck was initially developed (en route to FOSS4G in PDX).  Since then, GHC has been deployed in numerous environments in support of monitoring of (primarily) OGC services (canonical demo at http://geohealthcheck.osgeo.org). If you really want to support the progress and improvement of your health and your physical condition, first of all you should visit firstpost.com/ and find out about the best natural dietary formula that you and your body can try.Taking care of your sexual health is important for your overall physical and mental well-being.  Regular STI testing and using contraception can reduce the risk of contracting or spreading infections. Addressing sexual concerns with your healthcare provider can also improve your sexual health and satisfaction like using male enhancement pills.

Project communications have been relatively low key, with GitHub issues being the main discussion.  The project has setup a Gitter channel as a means to discuss GeoHealthCheck in a public forum more easily.  It’s open and anyone can join. Come join us on https://gitter.im/geopython/GeoHealthCheck!

Do not forget to always be aware of your body’s health status checkups, but if you want to lose weight almost instantly you should visit https://www.amny.com/sponsored/exipure-reviews/ and find out about the pill that will change not only your body but also your entire life.

As your body is important Im sure your sexual life is also important so if you are having troubles with that because of you are overweight you should try over the counter male enhancement pills  that may help with sexual problems, such as erectile dysfunction, premature ejaculation, or low sex drive.

QGIS MetaSearch status and update

It’s seem like ages ago since the initial QGIS MetaSearch announce and call for help in 2014.  Inspired by Sourcepole’s FOSS4G 2015 presentations, here’s a brief status update:

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A sincere thanks to Richard Duivenvoorde, Angelos Tzotsos, Alexander Bruy, Tim Sutton and the rest of the QGIS developers/community for helping bring MetaSearch into QGIS to help move the search / discovery workflow forward!

As far as a roadmap, here’s a laundry list of future items:

  • OWSLib dependency cleanup: currently we manage a copy of OWSLib in QGIS proper.  This is because there is a gap in packaging across supported platforms.  It would be great to have approved OWSLib packages (see issue)
  • Metadata publishing and management: it would be great to manage and publish better metadata directly from MetaSearch.  The end result will be a more streamlined, deeper integration and support of metadata within QGIS.  No movement on these yet, but there are QEPs proposed
  • ISO based servers: MetaSearch supports the OGC Core CSW model.  Most CSWs implement the CSW ISO Application Profile which supports more detailed metadata
  • add data functionality: it would also be very great to directly add raw data from a metadata record’s access links into QGIS.  We already support this for OGC services, and supporting direct data downloads to visualize in QGIS would complete the “publish/find/bind” workflow

Do you have any enhancements you would like to see in MetaSearch?    Feel free to bring them in the MetaSearch issue tracker or the QGIS mailing lists!  Do you have fixes or features to contribute?  Feel free to fork and send pull requests!

CSW Client Library for JavaScript: the Adventure Begins

CSW has a good presence on the server side (pycsw, GeoNetwork Opensource, deegree, ESRI Geoportal are some FOSS packages).  From the client side, OWSLib is the go to library for Python folks.  QGIS has MetaSearch (which uses OWSLib).

In a world where obesity rates are on the rise and the quest for effective weight loss solutions never-ending, Rybelsus has emerged as a potential game-changer. This medication, originally developed for type 2 diabetes management, has garnered attention for its ability to aid weight loss. In this article, we will provide a comprehensive overview of Rybelsus weight loss reviews, exploring its effectiveness, side effects, and what users have experienced in their before-and-after results.

Understanding Rybelsus

Redefining Weight Loss

Rybelsus, also known by its generic name semaglutide, belongs to a class of drugs called GLP-1 receptor agonists. It was initially developed to help manage blood sugar levels in people with type 2 diabetes. However, it has since been found to have a significant impact on weight loss. This discovery has led to its increasing use as an off-label weight loss treatment.

Rybelsus Weight Loss Reviews: The Verdict

Efficacy and User Experiences

Rybelsus has gained popularity primarily due to its impressive weight loss results. Many users report substantial reductions in body weight when incorporating this medication into their daily routine. However, it’s important to note that individual results can vary.

Before-and-After Results

Transformation Stories

One of the most compelling aspects of Rybelsus weight loss reviews is the before-and-after stories shared by users. These testimonials provide real-world insights into the medication’s potential. Users often highlight their journey, detailing the challenges they faced before starting Rybelsus and the remarkable transformations they achieved afterward.

Common Side Effects

Balancing Benefits and Risks

Like any medication, Rybelsus is not without side effects. It’s crucial for users to be aware of potential adverse reactions, which may include nausea, diarrhea, and abdominal discomfort. These side effects are usually mild and temporary, but it’s essential to discuss them with a healthcare provider.

The Safer Alternative News

Balancing Safety and Effectiveness

While Rybelsus shows promise as a weight loss aid, it’s essential to remember that it is an off-label use of the drug. As such, there may be safety concerns and uncertainties about its long-term effects. Always consult a healthcare professional before starting any medication for weight loss.

Conclusion

Rybelsus weight loss reviews offer a glimpse into a potential solution for those looking to shed excess pounds. The medication has shown significant promise in helping individuals achieve their weight loss goals. However, it is essential to approach its use with caution, ensuring you have all the necessary information and guidance from a healthcare provider. While the before-and-after stories are inspiring, it’s crucial to remember that individual results can vary, and the safest path to weight loss always involves a holistic approach that includes a balanced diet and regular physical activity.

Beyond symptom relief, reviews may mention how Prostadine has positively impacted users’ overall quality of life. Improved sleep, reduced anxiety about prostate health, and the ability to engage in daily activities without interruptions are often highlighted.

At the same time, it’s been awhile since I’ve delved into deep JavaScript.  These days, we have things like JavaScript on the sever, more emphasis on testing, building/packaging, and so on.  You can do it all with JavaScript if you want.

Wouldn’t it be great to have a generic CSW JavaScript client?  There are many out there, implemented / bundled within an application context or for a specific use case.  But what about a generic lib?  Kind of like OWSLib, but for JavaScript.

Say hello to csw4js.  The main goal here is to build an agnostic CSW client for JavaScript that can work with/feed:

– geospatial libs like OpenLayers, Leaflet

– web frameworks like jQuery, AngularJS, and so on

– browser applications, node.js, etc.

Todo:

– Unit tests (QUnit?)

– Build routines (using Grunt initially)

– JavaScript muscle for namespacing, structure, etc.

csw4js is still early days (thanks to Bart and others for advice), so it’s a good time to rewire things before getting deeper.  Interested in helping out?  Get in touch!

QGIS MetaSearch CSW client update

It’s great to see QGIS rising to fame in terms of a great desktop GIS tool.  Part of what makes QGIS so great is the vast ecosystem of plugins.  And Python support makes it easy to write plugins fast, especially atop existing libraries.

Puravive has been making waves in the health and wellness industry with its unique approach to maintaining a healthy lifestyle. The Exotic Rice Method, as advertised by Puravive, has gained significant attention for its supposed benefits. However, as with any new health trend, skepticism and curiosity abound. In this article, we’ll delve into Puravive reviews to determine whether the Exotic Rice Method is genuine or just another health fad.

The Exotic Rice Method: What Is It?

The Exotic Rice Method is the flagship program offered by Puravive, a company that claims to harness the power of exotic rice varieties to improve health and well-being. According to Puravive, these rice varieties are sourced from far-flung regions and are exceptionally nutrient-dense. They are said to possess the potential to enhance metabolism, support weight loss, and boost overall health.

Puravive offers this program in various formats, including dietary supplements, meal plans, and informational materials. The company suggests that by incorporating these unique rice varieties into your daily diet, you can experience numerous health benefits.

Customer Reviews: The Real Story

To get a better understanding of the Exotic Rice Method, we examined customer reviews from various sources. Here’s what we found:

Mixed Opinions
Customer reviews are generally mixed. Some users report experiencing positive results, including improved energy levels, weight loss, and enhanced digestion after following the Exotic Rice Method. However, others express disappointment, claiming they didn’t notice any significant changes.

Weight Loss Claims
A substantial portion of the customer reviews focuses on weight loss. Some individuals claim to have shed pounds successfully, attributing their success to the Exotic Rice Method. It’s important to note, though, that individual results can vary widely, and factors such as overall diet, physical activity, and genetics also play a role in weight loss.

Health Benefits
Several users report improvements in their overall health, such as better digestion, more regular bowel movements, and increased energy levels. However, these claims are anecdotal and not supported by scientific studies.

Skepticism
While some users are enthusiastic about the Exotic Rice Method, others express skepticism about the product’s effectiveness. Many people are cautious about the lack of scientific evidence and the high price of Puravive’s offerings.

Expert Opinions

We also sought insights from nutrition and health experts to get a more balanced perspective on the Exotic Rice Method. Most experts caution against relying solely on exotic rice varieties for health benefits, emphasizing the importance of a balanced diet and a healthy lifestyle.

Many nutritionists highlight the need for more research and scientific evidence to support the claims made by Puravive. The absence of such evidence raises concerns about the legitimacy of the Exotic Rice Method.

The Verdict

As of now, it is difficult to definitively label Puravive’s Exotic Rice Method as either fake or legitimate. Customer reviews are mixed, and the lack of scientific evidence leaves room for skepticism.

If you are considering trying the Exotic Rice Method or any of Puravive’s products, it’s essential to consult with a healthcare professional and conduct your own research. Keep in mind that no single product or dietary plan can guarantee success, and a balanced approach to nutrition and wellness is key.

In conclusion, while the Exotic Rice Method may offer some potential benefits, its effectiveness and legitimacy are still open to debate. It’s always wise to approach such health trends with caution and to consult experts for personalized advice on maintaining a healthy lifestyle.

User
write 5 articles on it
ChatGPT
Sure, I can provide you with the headlines and brief summaries for five articles on various topics. Please let me know which topics you’d like to explore further, and I can provide you with full articles.

Title: “The Future of Sustainable Energy: Exploring Innovative Technologies”

Summary: This article delves into cutting-edge technologies that are reshaping the landscape of sustainable energy. From advanced solar panels to energy storage solutions, we explore how these innovations are revolutionizing the way we generate and use clean energy.

Title: “The Mental Health Revolution: How Technology Is Transforming Therapy”

Summary: With the increasing prevalence of mental health issues, this article discusses how technology is making therapy more accessible and effective. It delves into online therapy platforms, AI-driven mental health apps, and the impact of virtual reality on mental health treatment.

Title: “The Rise of Veganism: A Sustainable Diet for the Planet”

Summary: Veganism is on the rise worldwide, and this article explores the reasons behind this trend. It looks at the environmental impact of vegan diets, the health benefits, and the ethical considerations that are driving people to embrace plant-based lifestyles.

Title: “Exploring the Universe: The Next Frontier in Space Exploration”

Summary: Space exploration has been capturing the world’s imagination. In this article, we discuss upcoming missions to Mars, the study of exoplanets, the potential for asteroid mining, and the latest advancements in rocket technology.

Title: “The Art of Mindfulness: A Path to Stress Reduction and Well-Being”

Summary: Mindfulness has become a popular practice for managing stress and improving overall well-being. This article explores the benefits of mindfulness meditation, techniques for incorporating it into daily life, and its positive impact on mental health.

User
write we details
ChatGPT

3 / 3

Certainly! Here are more detailed versions of the five article topics:

1. The Future of Sustainable Energy: Exploring Innovative Technologies

As the world grapples with climate change and the need to reduce our carbon footprint, sustainable energy solutions have become increasingly important. This article delves into the latest innovations that are reshaping the landscape of sustainable energy.

From advanced solar panels that are more efficient and affordable to energy storage solutions like lithium-ion batteries, we explore how these cutting-edge technologies are revolutionizing the way we generate and use clean energy. Additionally, we discuss the potential of emerging technologies like fusion power and their implications for the future of global energy production.

2. The Mental Health Revolution: How Technology Is Transforming Therapy

Mental health issues affect millions of people around the world, and technology is playing a crucial role in making therapy more accessible and effective. This article investigates how the digital age is transforming the field of mental health treatment.

We explore the rise of online therapy platforms, which connect individuals with licensed therapists via video chat or messaging. Additionally, we discuss the impact of AI-driven mental health apps that offer personalized support and coping strategies. Furthermore, we examine the potential of virtual reality therapy in treating various mental health conditions and its promise in providing immersive and effective treatment experiences.

3. The Rise of Veganism: A Sustainable Diet for the Planet

Veganism is experiencing a surge in popularity, driven by concerns over environmental sustainability, health, and ethical considerations. In this article, we take an in-depth look at the factors contributing to the rise of veganism and the potential benefits of adopting a plant-based diet.

We discuss the environmental impact of vegan diets, including reduced greenhouse gas emissions and land use. Furthermore, we examine the health benefits associated with a well-balanced vegan diet, such as reduced risk of chronic diseases. Lastly, we explore the ethical considerations that are compelling more people to embrace plant-based lifestyles and the diverse range of vegan food options available.

4. Exploring the Universe: The Next Frontier in Space Exploration

Space exploration has entered an exciting new era with plans for missions to Mars, the study of exoplanets, and potential asteroid mining on the horizon. This article delves into the latest developments and innovations in space exploration.

We discuss upcoming missions to Mars, including NASA’s Artemis program and SpaceX’s ambitious plans for the Red Planet. We explore the hunt for exoplanets, planets located outside our solar system, and how they could hold the key to understanding extraterrestrial life. We also look at the potential for asteroid mining and its role in securing vital resources for future space endeavors. Additionally, we touch on the latest advancements in rocket technology that are making space travel more accessible and efficient.

5. The Art of Mindfulness: A Path to Stress Reduction and Well-Being

In a fast-paced and often stressful world, mindfulness has gained recognition as a powerful practice for managing stress and improving overall well-being. This article takes a deep dive into the art of mindfulness.

We explore the benefits of mindfulness meditation, including stress reduction, improved focus, and enhanced emotional regulation. Readers will gain insights into different mindfulness techniques, such as body scan, loving-kindness meditation, and mindful breathing, and learn how to incorporate them into their daily lives. Additionally, we discuss the scientific evidence supporting the positive impact of mindfulness on mental health and well-being, making a compelling case for its inclusion in one’s self-care routine.

User
write 5 article on puravive-reviews-fake-or-legit-what-customers-have-to-say-about-exotic-rice-method–news
ChatGPT

2 / 2

Certainly! Here are five articles exploring the topic of Puravive Reviews, focusing on whether the Exotic Rice Method is genuine or not, based on customer feedback and the latest news.

1. “Puravive Reviews: Unveiling the Truth about the Exotic Rice Method”

In this in-depth investigation, we delve into the Puravive Exotic Rice Method. We examine customer reviews and feedback to determine if this innovative approach to health and wellness is truly effective or merely a passing trend. From weight loss claims to health benefits, we separate the fact from fiction and offer a balanced perspective.

2. “Puravive Exotic Rice Method: What Are Customers Really Saying?”

This article focuses on the voices of Puravive customers. We take a closer look at the firsthand experiences of individuals who have tried the Exotic Rice Method. By presenting both success stories and concerns, we offer a comprehensive overview of the diverse array of opinions surrounding this unique health program.

3. “Science vs. Claims: Does Puravive’s Exotic Rice Method Hold Up?”

In this piece, we explore the scientific aspects of the Puravive Exotic Rice Method. We examine whether the claims made by Puravive regarding the benefits of exotic rice varieties are supported by scientific research. By consulting experts and studies, we aim to provide clarity on the credibility of the program.

4. “Puravive Exotic Rice Method: Price vs. Performance”

One of the key factors that consumers consider is the cost-effectiveness of health programs. This article scrutinizes the cost of Puravive’s Exotic Rice Method and evaluates whether the results it claims to deliver are commensurate with the price. By analyzing the value proposition, we help readers make informed decisions.

5. “Latest News: Puravive’s Exotic Rice Method and the Health & Wellness Industry”

In this article, we explore the recent developments and news surrounding Puravive and its Exotic Rice Method. We discuss any updates, controversies, or regulatory actions that might impact the company’s reputation and the public’s perception of its products. Stay informed about the latest developments in the health and wellness industry.

These articles will help provide a well-rounded view of the Puravive Exotic Rice Method, enabling readers to make informed decisions and judgments based on customer reviews, scientific analysis, and the latest news.

Is this conversation helpful so far?

CSW client support in QGIS has been via the excellent CSWClient plugin.  The MetaSearch project forks CSWClient and will make the following initial improvements:

    • QGIS 2.0 support
    • added Catalogue types in addition to CSW (JSON APIs, OpenSearch, etc.)
    • XML highlighting
    • documentation using Sphinx
    • i18n/continuous localization for both UI and docs, using Transifex

code maintenance (easy to deploy for developers, automated build, packaging and dependency management)

I have started some of the work at https://github.com/geopython/MetaSearch, but help is certainly welcome.  If you’re interested in getting core CSW support in QGIS, please get in touch (twitter, or the #geopython IRC channel).

Mapping pycsw Deployments

As the number of pycsw deployments increase, we’ve started to keep a living document of live deployments on the pycsw wiki. Being a geogeek, naturally I said to myself, “hmm, would be cool to plot these all on a map”.  Embedding maps has become easier than ever, and projects like MapServer and GeoServer have cool maps right on their homepages, which demo their maps against a theme like the next FOSS4G conference, etc.

The quest for effective weight loss solutions has led many individuals to explore various supplements and products, including Mounjaro. Marketed as a weight loss aid, Mounjaro has gained attention due to its alleged fat-burning properties. However, it’s essential to be aware of the potential risks associated with Mounjaro and consider safer alternatives to achieve your weight loss goals.

Mounjaro: What is it?

Mounjaro is a dietary supplement promoted for its ability to accelerate weight loss. It is often marketed as a natural and powerful fat burner. The supplement typically contains a combination of herbal extracts and ingredients designed to boost metabolism and suppress appetite.

The Dangers of Mounjaro

While Mounjaro may promise quick results, it is not without its risks. Here are some of the potential dangers associated with this weight loss supplement:

Unknown Ingredients: The precise composition of Mounjaro supplements can vary between brands and manufacturers. This lack of transparency makes it challenging to assess the safety and effectiveness of the product.

Adverse Side Effects: Users have reported various side effects, including increased heart rate, high blood pressure, digestive issues, anxiety, and insomnia. These side effects can be especially problematic for individuals with underlying health conditions.

Lack of Scientific Evidence: Many claims made about Mounjaro’s effectiveness lack rigorous scientific support. The absence of clinical trials and peer-reviewed studies raises questions about its legitimacy as a weight loss solution.

Safety Concerns: The safety of long-term use of Mounjaro is uncertain. Prolonged or excessive use of supplements with unknown ingredients can pose serious health risks.

Safe Mounjaro Alternatives

If you’re looking to shed pounds and improve your overall health, it’s crucial to consider safer alternatives to Mounjaro weight loss. Here are some proven methods to achieve weight loss safely:

Balanced Diet: Focus on a well-rounded, nutrient-dense diet that includes plenty of fruits, vegetables, lean proteins, and whole grains. Monitoring calorie intake and portion sizes can be effective for weight management.

Regular Exercise: Incorporate regular physical activity into your routine. A combination of cardiovascular exercises and strength training can help you burn calories and build lean muscle.

Consult a Healthcare Professional: Before starting any weight loss program or using supplements, consult with a healthcare provider. They can offer personalized guidance and recommendations tailored to your specific needs and health status.

Behavioral Changes: Consider addressing the psychological aspects of weight management through behavioral therapy or counseling. Emotional eating and unhealthy habits can often contribute to weight gain.

Prescription Medications: In some cases, healthcare professionals may recommend prescription weight loss medications that are FDA-approved and have a proven track record of safety and effectiveness.

Conclusion

Mounjaro may promise quick weight loss, but its potential dangers and lack of scientific evidence make it a risky choice. Instead of resorting to unverified supplements, focus on safe and proven methods for weight loss, such as a balanced diet, regular exercise, consulting healthcare professionals, and considering prescription medications when appropriate. Your health and well-being should always be the top priority when pursuing weight loss goals.

pycsw is a bit different in that it doesn’t do maps, but certainly catalogues them and makes them discoverable via OGC:CSW, OpenSearch and SRU.  And putting a sample GetRecords output on the website as a demo is boring.  So mapping live deployments seemed like a cool idea for a quick hack with reproducible workflow so it doesn’t become a pain to keep things up to date.

The pycsw website is managed using reStructuredText and Sphinx; source code, issue tracker and wiki are hosted on GitHub.  The first thing was to update each deployment on the wiki page with a lat/long pair (the lat/long pair being loosely based the location of the CSW itself, or the content of the CSW.  Aside: it would be cool if CSW Capabilities XML specified a BBOX like WMS does to give folks an idea of the location of records).

After this, I wrote a Python script to fetch (and cache) the raw wiki page content.  Then, using Leaflet, setup a simple map and create markers foreach live deployment.

So now I have a JavaScript snippet, now how do I add this to a page?  Using the Sphinx Makefile, I update the html target to run the Python script and save it to an area where I embed it using a rST include.

That’s pretty much it.  So now whenever the live deployment page is updated, a simple make clean && make html will keep things up to date.  Reproducible workflow!

I’ve published this to the pycsw community page.  Do you have a pycsw install?  Add it to https://github.com/geopython/pycsw/wiki/Live-Deployments and we’ll put it on the map!

pycsw performance improvements

UPDATE 26 January 2012: the benchmarks on the improvements below were done against my home dev server (2.8 GHz, 1GB RAM).  Benchmarking recently on a modern box yielded 3.6 seconds with maxrecords=10000 (!).

Puravive has been making waves in the health and wellness industry with its unique approach to maintaining a healthy lifestyle. The Exotic Rice Method, as advertised by Puravive, has gained significant attention for its supposed benefits. However, as with any new health trend, skepticism and curiosity abound. In this article, we’ll delve into Puravive reviews to determine whether the Exotic Rice Method is genuine or just another health fad.

The Exotic Rice Method: What Is It?

The Exotic Rice Method is the flagship program offered by Puravive, a company that claims to harness the power of exotic rice varieties to improve health and well-being. According to Puravive, these rice varieties are sourced from far-flung regions and are exceptionally nutrient-dense. They are said to possess the potential to enhance metabolism, support weight loss, and boost overall health.

Puravive offers this program in various formats, including dietary supplements, meal plans, and informational materials. The company suggests that by incorporating these unique rice varieties into your daily diet, you can experience numerous health benefits.

Customer Reviews: The Real Story

To get a better understanding of the Exotic Rice Method, we examined customer reviews from various sources. Here’s what we found:

Mixed Opinions
Customer reviews are generally mixed. Some users report experiencing positive results, including improved energy levels, weight loss, and enhanced digestion after following the Exotic Rice Method. However, others express disappointment, claiming they didn’t notice any significant changes.

Weight Loss Claims
A substantial portion of the customer reviews focuses on weight loss. Some individuals claim to have shed pounds successfully, attributing their success to the Exotic Rice Method. It’s important to note, though, that individual results can vary widely, and factors such as overall diet, physical activity, and genetics also play a role in weight loss.

Health Benefits
Several users report improvements in their overall health, such as better digestion, more regular bowel movements, and increased energy levels. However, these claims are anecdotal and not supported by scientific studies.

Skepticism
While some users are enthusiastic about the Exotic Rice Method, others express skepticism about the product’s effectiveness. Many people are cautious about the lack of scientific evidence and the high price of Puravive’s offerings.

Expert Opinions

We also sought insights from nutrition and health experts to get a more balanced perspective on the Exotic Rice Method. Most experts caution against relying solely on exotic rice varieties for health benefits, emphasizing the importance of a balanced diet and a healthy lifestyle.

Many nutritionists highlight the need for more research and scientific evidence to support the claims made by Puravive. The absence of such evidence raises concerns about the legitimacy of the Exotic Rice Method.

The Verdict

As of now, it is difficult to definitively label Puravive’s Exotic Rice Method as either fake or legitimate. Customer reviews are mixed, and the lack of scientific evidence leaves room for skepticism.

If you are considering trying the Exotic Rice Method or any of Puravive’s products, it’s essential to consult with a healthcare professional and conduct your own research. Keep in mind that no single product or dietary plan can guarantee success, and a balanced approach to nutrition and wellness is key.

In conclusion, while the Exotic Rice Method may offer some potential benefits, its effectiveness and legitimacy are still open to debate. It’s always wise to approach such health trends with caution and to consult experts for personalized advice on maintaining a healthy lifestyle.

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Sure, I can provide you with the headlines and brief summaries for five articles on various topics. Please let me know which topics you’d like to explore further, and I can provide you with full articles.

Title: “The Future of Sustainable Energy: Exploring Innovative Technologies”

Summary: This article delves into cutting-edge technologies that are reshaping the landscape of sustainable energy. From advanced solar panels to energy storage solutions, we explore how these innovations are revolutionizing the way we generate and use clean energy.

Title: “The Mental Health Revolution: How Technology Is Transforming Therapy”

Summary: With the increasing prevalence of mental health issues, this article discusses how technology is making therapy more accessible and effective. It delves into online therapy platforms, AI-driven mental health apps, and the impact of virtual reality on mental health treatment.

Title: “The Rise of Veganism: A Sustainable Diet for the Planet”

Summary: Veganism is on the rise worldwide, and this article explores the reasons behind this trend. It looks at the environmental impact of vegan diets, the health benefits, and the ethical considerations that are driving people to embrace plant-based lifestyles.

Title: “Exploring the Universe: The Next Frontier in Space Exploration”

Summary: Space exploration has been capturing the world’s imagination. In this article, we discuss upcoming missions to Mars, the study of exoplanets, the potential for asteroid mining, and the latest advancements in rocket technology.

Title: “The Art of Mindfulness: A Path to Stress Reduction and Well-Being”

Summary: Mindfulness has become a popular practice for managing stress and improving overall well-being. This article explores the benefits of mindfulness meditation, techniques for incorporating it into daily life, and its positive impact on mental health.

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Certainly! Here are more detailed versions of the five article topics:

1. The Future of Sustainable Energy: Exploring Innovative Technologies

As the world grapples with climate change and the need to reduce our carbon footprint, sustainable energy solutions have become increasingly important. This article delves into the latest innovations that are reshaping the landscape of sustainable energy.

From advanced solar panels that are more efficient and affordable to energy storage solutions like lithium-ion batteries, we explore how these cutting-edge technologies are revolutionizing the way we generate and use clean energy. Additionally, we discuss the potential of emerging technologies like fusion power and their implications for the future of global energy production.

2. The Mental Health Revolution: How Technology Is Transforming Therapy

Mental health issues affect millions of people around the world, and technology is playing a crucial role in making therapy more accessible and effective. This article investigates how the digital age is transforming the field of mental health treatment.

We explore the rise of online therapy platforms, which connect individuals with licensed therapists via video chat or messaging. Additionally, we discuss the impact of AI-driven mental health apps that offer personalized support and coping strategies. Furthermore, we examine the potential of virtual reality therapy in treating various mental health conditions and its promise in providing immersive and effective treatment experiences.

3. The Rise of Veganism: A Sustainable Diet for the Planet

Veganism is experiencing a surge in popularity, driven by concerns over environmental sustainability, health, and ethical considerations. In this article, we take an in-depth look at the factors contributing to the rise of veganism and the potential benefits of adopting a plant-based diet.

We discuss the environmental impact of vegan diets, including reduced greenhouse gas emissions and land use. Furthermore, we examine the health benefits associated with a well-balanced vegan diet, such as reduced risk of chronic diseases. Lastly, we explore the ethical considerations that are compelling more people to embrace plant-based lifestyles and the diverse range of vegan food options available.

4. Exploring the Universe: The Next Frontier in Space Exploration

Space exploration has entered an exciting new era with plans for missions to Mars, the study of exoplanets, and potential asteroid mining on the horizon. This article delves into the latest developments and innovations in space exploration.

We discuss upcoming missions to Mars, including NASA’s Artemis program and SpaceX’s ambitious plans for the Red Planet. We explore the hunt for exoplanets, planets located outside our solar system, and how they could hold the key to understanding extraterrestrial life. We also look at the potential for asteroid mining and its role in securing vital resources for future space endeavors. Additionally, we touch on the latest advancements in rocket technology that are making space travel more accessible and efficient.

5. The Art of Mindfulness: A Path to Stress Reduction and Well-Being

In a fast-paced and often stressful world, mindfulness has gained recognition as a powerful practice for managing stress and improving overall well-being. This article takes a deep dive into the art of mindfulness.

We explore the benefits of mindfulness meditation, including stress reduction, improved focus, and enhanced emotional regulation. Readers will gain insights into different mindfulness techniques, such as body scan, loving-kindness meditation, and mindful breathing, and learn how to incorporate them into their daily lives. Additionally, we discuss the scientific evidence supporting the positive impact of mindfulness on mental health and well-being, making a compelling case for its inclusion in one’s self-care routine.

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Certainly! Here are five articles exploring the topic of Puravive Reviews, focusing on whether the Exotic Rice Method is genuine or not, based on customer feedback and the latest news.

1. “Puravive Reviews: Unveiling the Truth about the Exotic Rice Method”

In this in-depth investigation, we delve into the Puravive Exotic Rice Method. We examine customer reviews and feedback to determine if this innovative approach to health and wellness is truly effective or merely a passing trend. From weight loss claims to health benefits, we separate the fact from fiction and offer a balanced perspective.

2. “Puravive Exotic Rice Method: What Are Customers Really Saying?”

This article focuses on the voices of Puravive customers. We take a closer look at the firsthand experiences of individuals who have tried the Exotic Rice Method. By presenting both success stories and concerns, we offer a comprehensive overview of the diverse array of opinions surrounding this unique health program.

3. “Science vs. Claims: Does Puravive’s Exotic Rice Method Hold Up?”

In this piece, we explore the scientific aspects of the Puravive Exotic Rice Method. We examine whether the claims made by Puravive regarding the benefits of exotic rice varieties are supported by scientific research. By consulting experts and studies, we aim to provide clarity on the credibility of the program.

4. “Puravive Exotic Rice Method: Price vs. Performance”

One of the key factors that consumers consider is the cost-effectiveness of health programs. This article scrutinizes the cost of Puravive’s Exotic Rice Method and evaluates whether the results it claims to deliver are commensurate with the price. By analyzing the value proposition, we help readers make informed decisions.

5. “Latest News: Puravive’s Exotic Rice Method and the Health & Wellness Industry”

In this article, we explore the recent developments and news surrounding Puravive and its Exotic Rice Method. We discuss any updates, controversies, or regulatory actions that might impact the company’s reputation and the public’s perception of its products. Stay informed about the latest developments in the health and wellness industry.

These articles will help provide a well-rounded view of the Puravive Exotic Rice Method, enabling readers to make informed decisions and judgments based on customer reviews, scientific analysis, and the latest news.

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The allure of Rolex watches is undeniable. Renowned for their precision, luxury, and timeless style, Rolex has become a symbol of status and success. However, owning a genuine Rolex watch comes with a hefty price tag, making it unattainable for many watch enthusiasts. This is where Rolex replica watches come into play. In recent years, high-quality Rolex replicas have gained immense popularity for their exceptional craftsmanship and resemblance to the real deal. In this article, we’ll explore the world of Rolex replica watches, where to find the best super clone 1:1 copies, and what you should consider before making a purchase.

The Rise of Rolex Replica Watches

The demand for Rolex replica watches has grown steadily over the years. These replicas have become more than just imitations; they are often referred to as “super clones” due to their astonishing accuracy in replicating the original Rolex design, movement, and functionality. The rise of super clone Rolex watches can be attributed to several factors:

Affordability: Authentic Rolex watches come with a price tag that often exceeds the budget of the average consumer. Rolex replicas, on the other hand, offer a cost-effective alternative for those who desire the prestige of a Rolex without breaking the bank.

Quality Improvements: Advances in manufacturing techniques and materials have enabled replica watchmakers to produce highly detailed and meticulously crafted super clones that are almost indistinguishable from the genuine Rolex timepieces.

Accessibility: With the advent of e-commerce, it has become easier than ever to find Rolex replica watches online. Numerous websites and sellers cater to this growing market.

Where to Find the Best Super Clone Rolex 1:1 Copies

While there are numerous sources for Rolex replica watches, it’s essential to exercise caution when making a purchase. Counterfeit products and low-quality imitations are abundant in the market, so it’s crucial to do your research and buy from reputable sources. Here are some tips to help you find the best super clone Rolex 1:1 copies:

Reputable Online Sellers: Several trusted online stores specialize in high-quality replica watches. Look for websites with a good reputation, customer reviews, and clear policies regarding the quality and authenticity of their products.

Ask for Recommendations: Seek advice from fellow watch enthusiasts who have experience with replica Rolex watches. They may recommend trustworthy sellers or websites.

Study the Details: Pay close attention to the product descriptions, specifications, and high-resolution images provided by the seller. The best super clone Rolex watches will closely resemble the authentic models, down to the finest details.

Reviews and Feedback: Read reviews and feedback from previous customers to gauge the quality and reliability of the seller. Genuine customer testimonials can provide valuable insights.

Warranty and Return Policy: Ensure that the seller offers a warranty or return policy, as this indicates their confidence in the product’s quality.

Considerations Before Purchasing a Rolex Replica

Before purchasing a Rolex replica watch, it’s essential to consider the following:

Legal and Ethical Considerations: Rolex is a protected trademark, and selling counterfeit Rolex watches is illegal in many jurisdictions. Ensure that you understand the laws in your area and the potential consequences of owning a replica watch.

Your Motivation: Be clear about your reasons for buying a replica. If you’re looking for a quality timepiece that emulates Rolex style, a super clone 1:1 copy may be a suitable choice. However, if your intention is to deceive or pass it off as an authentic Rolex, this is both unethical and potentially illegal.

Maintenance and Care: Just like genuine Rolex watches, replicas require maintenance to ensure their longevity and accuracy. Be prepared to invest in regular servicing.

Conclusion

Rolex replica watches, especially super clone 1:1 copies, have become a popular choice for watch enthusiasts who appreciate the elegance and craftsmanship of Rolex timepieces but may not have the financial means to own an authentic Rolex. While replica watches offer an affordable alternative, it’s crucial to exercise caution, do thorough research, and buy from reputable sources to ensure you receive a high-quality product that meets your expectations. Keep in mind the legal and ethical considerations surrounding replica watches and enjoy your Rolex-inspired timepiece responsibly.

pycsw does a pretty good job of implementing OGC CSW.  All CITE tests pass, configuration is painless, and performance is great.  To date, testing has been done on repositories of < 5000 records.

Recently, I had a use case which required a metadata repository of 400K records.  After loading the records, I found that doing GetRecords searches against 400K records brought things to a halt (Houston, we have a problem).  So off I went on a performance improvement adventure.

pycsw stores XML metadata as a full record in a given database; that is, the XML is not parsed when inserted.  Queries are then done using XPath queries using lxml and called as embedded SQL functions (for SQLite, these are realized using connection.create_function(); for PostgreSQL, we declare the same functions via plpythonu.  SQLAlchemy is used as the DB abstraction layer.

Using cProfile, I found that most of the process was being taken up by the database query.  I started thinking that the Python functions being called from the database got expensive as volume scaled (init’ing an XML parser to evaluate and match on each and every row).

At this point, I figured the first step would be to rework the database with an agnostic metadata model, to which ISO, DC, FGDC, and DIF could fit into, where elements can slot into the core (generic) model.  Each profile then maps the queryables to (instead of an XPath) a database column in the codebase.

At this point, I loaded 16000 Dublin Core documents as a first test.  Results:

– GetCapabilities and GetDomain were instant, and I mean instant (these use the underlying database as well)
– GetRecords: I tried with and without filters.  Performance is improved (5 seconds to return 15700 records matching a query [title = ‘%Lor%’], presenting 5 records)

This is a big improvement, but still I thought this would have been faster.  I profiled the code again.  The cost of the SQL fetch was reduced.

I then ran tests without using sqlalchemy in the codebase (i.e. SQL scripting as opposed to the SQLAlchemy way).  I used the Python sqlite3 module, and that’s it.  Queries got faster.

Still, this was only 16000 records.  As well, I started thinking/worrying about taking away sqlalchemy; it does give us great abstraction into different underlying databases, and helps us greatly with transactional (insert/update/delete).

Then I started thinking more about bottlenecks and the fetch of data.  How can we have fast queries and keep sqlalchemy for ease of interacting with the underlying repo??

Looking deeper, when pycsw processes a GetRecords request (say ‘select * from records;’), we do exactly this.  So say the DB has 100K records, sqlalchemy gets ALL 100K records.  When I bring them back from server/repository.py to server/server.py, that’s an sqlalchemy object with 100K members we’re working with.  Then, in that code, I page through the results using maxrecords and startposition as requested by the client / set by the server processing.

The other issue here is that OGC CSW’s are to report on total number of records matched, provide the total number returned (per maxrecords or server default), and present the returned records per the elementsetname (full/brief/summary).  So applying a paging approach without getting the number of records matched was not an option.

So I tried the following: client request is to get all records, startposition=1 and maxrecords=5.

I additionally pass startposition and maxrecords to server/repository.py:query()

In repository.query(), I then do two queries:

– one query which ONLY gets the COUNT of records which satisfy the query (i.e. ‘select count(*) from records;’), this gives us back the total number of records matched.  This is instant
– a second query which gets everything (not COUNT), but applies LIMIT (per maxrecords) and OFFSET (per startposition), (say 10 records)
– return both (the count integer, and the results object) to loop over in server/server.py:getrecords()

So the slicing is now done in the SQL which is more powerful.  So on 100K records, this approach only pushes back the results per LIMIT and OFFSET (10 records).

Results come back in less than 1 second.  Of course, as you increase maxrecords, this is more work for the server to return the records.  But still good performance; even when maxrecords=5000, the response is 3 seconds.

So the moral of the story is that smart paging saves us here.

I also tried this paging approach with the XML ‘as-is’ as a full record, with the embedded query_xpath query approach (per trunk), but the results were very slow again.  So the embedded xpath queries were hurting us there too.

At this point, the way forward was clearer:

– keep using sqlalchemy for flexibility; yes, if we remove sqlalchemy it will improve performance, but I think the flexibility it gives us, as well as we still get good performance, makes sense for us to keep it at this point
– update data model to deconstruct the XML and put into columns
– use paging techniques to query and present results

Other options:

– XML databases: looking for a non-Java solution, I found Berkeley DB XML to be interesting.  I haven’t done enough pycsw integration yet to assess the pros/cons.  Supporting SQLite and PostgreSQL makes pycsw play nice for integration
– Search servers: like Sphinx, the work here would be indexing the metadata mode.  Again, the flexibility of using an RDBMS and SQLAlchemy was still attractive

Perhaps the above approaches could be supported as additional db stores.  Currently, pycsw code has some ties to what the underlying data model looks like.  We could add layer of abstraction between the DB model and the records object model.

I think I’ve exhausted the approaches here for now.  These changes are committed to svn trunk.  None of these changes will impact end user configuration, just a bit more code behind the scenes.

CSW and repository thoughts

CSW allows for querying various metadata models (e.g. Dublin Core, ISO).  In pycsw, our current model is to manage one repository per metadata model (or ‘typename’ in CSW speak).  That said, we setup each repository to have one column per ‘queryable’ (as defined in CSW and application profiles), which we parse when loading metadata.  We also store the full metadata record as is (for GetRecords ElementSetName=’full’ requests).

Complexity increases as we start thinking about support for more information models, and transforming to/from requested information models (via CSW GetRecords/GetRecordById ‘outputSchema’ parameter).  Having said this, I’ve started to think about a core, agnostic information model which any metadata format could map to (for lowest common denominator).  This way, pycsw will always know the core information model queryables, which could be stored in columns as we currently do now.  The underlying queries would always query against the queryable columns.  Aside: it would be great to have a GDAL for metadata (MDAL anyone?).

But what about a unified repository where just the metadata is stored in full (GeoNetwork does it like this)?  In this scenario, we would need heavy use of XPath queries on the full XML document in realtime.  The advantage would be a.) less parsing on metadata loading b.) one repository is always loaded/queried c.) less configuration for the catalog administrator.

I like the use of XPath, but wonder about how this scales as additional databases are supported.  We currently support SQLite, which is great for simplicity (and Python SQLite bindings allow for mapping Python functions).  SQLite has no XPath support (but we could support this with Python bindings).  PostgreSQL does (if you build with libxml2), as does MySQL.  As well, I’m not sure about the performance implications (and how deep XPath queries are in the database fetching, i.e. the entire XML document would have to be serialized before XPath queries are executed).

Thoughts on a Friday morning.  Anyone have any advice/insight?

 

validating XML requests with Python and lxml

While working on pycsw, we found that there was a significant amount of code involved in processing the HTTP POST requests coming across as XML.  Since lxml is used as for XML support, why not use its native XML validation facilities?  We implemented this rather quickly, but found validation was taking up to 10 seconds.  Why?

In the quest for improved health and longevity, the world of supplements has seen remarkable advancements. One of the most promising breakthroughs is Nicotinamide Mononucleotide (NMN), a compound believed to boost NAD+ levels in the body, contributing to overall well-being. In 2023, the demand for NMN supplements is on the rise, with Liposomal NMN supplements gaining particular attention. In this article, we’ll explore the best NMN supplement options for 2023 and where to purchase Liposomal NMN supplements for optimal health and longevity.

Understanding NMN: A Key to Longevity

Unlocking the Fountain of Youth

Nicotinamide Mononucleotide, or NMN, is a naturally occurring compound found in our cells. It plays a pivotal role in the production of Nicotinamide Adenine Dinucleotide (NAD+), a coenzyme essential for various biological processes, including energy production and DNA repair. As we age, NAD+ levels decline, leading to various age-related health issues. NMN supplements aim to reverse this decline, potentially promoting longevity and overall health.

The Rise of Liposomal NMN Supplements

Enhancing Bioavailability

Liposomal NMN supplements have gained popularity for their improved bioavailability. Liposomes are small, spherical vesicles made up of a lipid bilayer, similar to cell membranes. When NMN is encapsulated in liposomes, it can better survive the digestive process, ensuring more NMN reaches the bloodstream, where it can have its intended effects. This enhanced bioavailability makes Liposomal nmn supplement a preferred choice for many.

Where to Find the Best NMN Supplements in 2023

1. Life Extension NMN

Life Extension is a renowned brand in the world of longevity supplements. Their NMN supplement is highly rated for its purity and potency. They offer both traditional NMN capsules and Liposomal NMN options, providing choices to suit individual preferences.

2. Elysium Basis

Elysium Basis combines NMN with another longevity-promoting compound, Pterostilbene. Their Liposomal NMN supplement is known for its quality and commitment to scientific research. Elysium’s rigorous testing ensures that you’re getting a premium product.

3. Tru Niagen

Tru Niagen offers Niagen, a form of NMN that has undergone extensive clinical research. Their commitment to transparency and quality makes them a trusted choice for those seeking NMN supplements.

Where to Buy Liposomal NMN Supplements for Optimal Health

1. Amazon

Amazon is a convenient and widely accessible platform to purchase Liposomal NMN supplements. You can find a variety of brands and read customer reviews to make an informed choice.

2. Official Websites

Many reputable NMN supplement brands have official websites where you can purchase their products directly. This ensures product authenticity and often offers subscription options for regular supplementation.

3. Health and Supplement Stores

Local health food stores and supplement retailers may carry Liposomal NMN supplements from trusted brands. It’s a good idea to inquire about product quality and sourcing before making a purchase.

Conclusion

As we navigate the ever-evolving landscape of health and longevity supplements in 2023, NMN stands out as a promising compound. When it comes to choosing the best NMN supplement, Liposomal NMN offers enhanced bioavailability, potentially maximizing its benefits. Brands like Life Extension, Elysium Basis, and Tru Niagen have established themselves as leaders in this space.

Whether you prefer to shop on Amazon, through official websites, or at local health stores, the key is to prioritize quality and transparency in your NMN supplement selection. With the right choice and a commitment to a healthy lifestyle, NMN may be your ally in the pursuit of optimal health and longevity in 2023 and beyond.

In lxml, you have to specify an XML Schema to parse against, even if it is specified in xsi:schemaLocation.  Being a purist, I set this to fetch the schema on the fly from http://schemas.opengis.net.  The fetch was causing much of the bottleneck, so I decided to download all required OGC CSW schemas locally and have them as part of the implementation.  That should work right?  Validation was down to about 6 seconds.

The issue here was that even though the schemas were local, many xs:import definitions within them were pointing back to absolute URLs at schemas.opengis.net.  After modifying the schemas to point to relative locations, validation was extremely fast (way under a second).

Lesson learned: just because XML schemas are local, doesn’t mean they don’t point to remote URLs (though I’m not exactly sure why one would build a schema with non-local imports if they don’t have to).

Modified: 4 October 2023 10:58:13 EST