![]() Let’s read the CSV data to a PySpark DataFrame and write it out in the Parquet format. Spark is still worth investigating, especially because it’s so powerful for big data sets. Here’s a code snippet, but you’ll need to read the blog post to fully understand it: import dask.dataframe as ddĭf.to_parquet('./tmp/people_parquet2', write_index=False)ĭask is similar to Spark and easier to use for folks with a Python background. Daskĭask is a parallel computing framework that makes it easy to convert a lot of CSV files to Parquet files with a single operation as described in this post. Studying PyArrow will teach you more about Parquet. PyArrow is worth learning because it provides access to file schema and other metadata stored in the Parquet footer. Pq.write_table(table, './tmp/pyarrow_out/people1.parquet') Table = pv.read_csv('./data/people/people1.csv') The code is simple to understand: import pyarrow.csv as pv ![]() PyArrow lets you read a CSV file into a table and write out a Parquet file, as described in this blog post. Pandas leverages the PyArrow library to write Parquet files, but you can also write Parquet files directly from PyArrow. Pandas provides a beautiful Parquet interface. df = pd.read_parquet('tmp/us_presidents.parquet') Let’s read the Parquet data into a Pandas DataFrame and view the results. This code writes out the data to a tmp/us_presidents.parquet file. import pandas as pdĭf = pd.read_csv('data/us_presidents.csv')ĭf.to_parquet('tmp/us_presidents.parquet') You can easily read this file into a Pandas DataFrame and write it out as a Parquet file as described in this Stackoverflow answer. Suppose you have the following data/us_presidents.csv file: full_name,birth_year You can speed up a lot of your Panda DataFrame queries by converting your CSV files and working off of Parquet files.Īll the code used in this blog is in this GitHub repo. Columnar file formats are more efficient for most analytical queries. Parquet is a columnar file format whereas CSV is row based. It discusses the pros and cons of each approach and explains how both approaches can happily coexist in the same ecosystem. This blog post shows how to convert a CSV file to Parquet with Pandas, Spark, PyArrow and Dask. ![]()
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![]() ![]() The effects of hydrocodone likely take about 30-60 minutes before they are felt. When Does Hydrocodone/Acetaminophen Take Effect?īecause Norco consists of two different drugs, those drugs take different times before they go into effect at peak concentration.Īcetaminophen, an over-the-counter pain reliever, goes into effect relatively quickly at around 10-30 minutes after ingestion. When a dose of Norco is in your system, you may experience a variety of side effects including: ![]() Yet, the drug can be detected in the body even longer with the use of drug tests. In practice, the prescription drug is likely flushed from the body in about 24 hours after the last dose. However, Norco has a half-life of about four hours, which means it should take about 8 hours for a dose of the drug to be completely eliminated from the body. The amount of time Norco stays in your system differs from person to person. However, it can be costly and is only likely used to look at past drug use. This test is not invasive and is very effective. For the test, you must provide a 1.5-inch hair sample that includes the hair follicle. Norco can be detected in hair for up to 90 days. This test is very accurate, but it’s invasive and costly so it’s not used often. The pain reliever can also be detected with a blood test, but the detection time is much lower than others at only 24 hours after the last dose. The metabolites of hydrocodone specifically can be detected in the saliva from anywhere between 12-36 hours. This form of drug test is more likely to be used by law enforcement than a detox or rehab program. How Long Does Norco Stay In Your Saliva?Ī saliva test can detect Norco for up to two days after last use. A urine test is one of the least invasive tests, which is one reason why it’s used quite often. Norco can be detected in urine for up to three days after your last dose. They include urine, blood, hair, and saliva tests.Įach test has a different detection time, and some can detect the drug for longer periods of time than others. There are a number of tests that are used to detect Norco in your system. ![]() The length of time this prescription opioid stays in your system depends on a number of factors including dosage, age and weight, and frequency of use. The Food and Drug Administration (FDA) classifies Norco as a Schedule II controlled substance, which means it has a high potential for abuse and can lead to dependence and addiction. This drug combination is also prescribed under the names Lortab, Lorcet, and Vicodin. It works by binding to opioid receptors and blocking pain signals from the brain and spinal cord. Norco is the brand name for the hydrocodone-acetaminophen combination medication that’s typically used as an analgesic for pain relief as well as treatment for moderate to severe pain. ![]() ![]() But Android emulators allow us to use all these apps on PC as well. are available for Android and iOS platforms only. Games and apps like PUBG, Subway surfers, Snapseed, Beauty Plus, etc. ![]() ![]() Most of the apps these days are developed only for the mobile platform. Paparazzi Download for PC Windows 10/8/7 Laptop: Currently, Paparazzi for Windows has got over 100+ App installations and 0 star average user aggregate rating points. It has got really good rating points and reviews. Paparazzi is on the top of the list of Photography category apps on Google Playstore. Paparazzi for PC – Technical Specifications Name So before jumping into it, let’s see the technical specifications of Paparazzi. Here in this article, we will list down different ways to Download Paparazzi on PC in a step by step guide. But do you know you can still use any of your favorite Android or iOS apps on your laptop even if the official version for PC platform not available? Yes, they do exits a few simple tricks you can use to install Android apps on Windows machine and use them as you use on Android smartphones. Most of the apps available on Google play store or iOS Appstore are made exclusively for mobile platforms. Keep reading this article to get to know how you can Download and Install one of the best Photography App Paparazzi for PC. Looking for a way to Download Paparazzi for Windows 10/8/7 PC? You are in the correct place then. ![]() ![]() ![]() Johnson, Amisha Wallia, Senda Ajroud-Driss, P. MD (5/5) Patient Experience Rating Obstetrics & Gynecology General Obstetrics & Gynecology Kendall, FL Baptist Health South Miami Hospital Female 21+ Yrs Experience Spanish, English 11040 N. Reppucci, Tae Sup Lee, Murk-Hein Heinemann, S. Quality Control Measures over 30 Years in a Multicenter Clinical Study: Results from the Diabetes Control and Complications Trial / Epidemiology of Diabetes Interventions and Complications (DCCT/EDIC) Study Ferguson, Allan Gordon, Kusiel Perlman, Sophie Rogers, Jerry P. Huddleston, Anushka Patel, Michael Bryer-Ash, Edward Chaum, A. Call today to schedule for same day read more. Monoclonal antibody treatment, Regeneron, now available at no cost to the patient. Convenient concierge house calls and telemedicine available 24/7. Our clinic is close to Chilis and across from LA Fitness and Pollo Tropical. Number 1 rated house call doctor service. and North Congress Avenue at the Shoppes of Boynton Plaza. ![]() Jenkins, Ronald Klein, Gabriel Virella, Ayad A. We are located at the intersection of Quantum Blvd. Chan, Szilard Kiss, Anton Orlin, Michael Rubin, S. Quin, Sheila Smith-Brewer, William Dahms, J. MD Now offers a comprehensive lineup of physician-led healthcare services at more than 85 Florida locations. We know you are busy That’s why we made high-quality healthcare easier to access. DNA methylation age calculators reveal association with diabetic neuropathy in type 1 diabetes.ĭelnaz Roshandel, Zhuo Chen, Angelo J. Florida’s Choice for High-Quality Healthcare. Find Kendall providers of DOT exams and CDL exams for commercial truck drivers. ![]() ![]() ![]() So, you may use it even in the toughest job site conditions without worrying about damaging the meter. The Leica D110 laser measure with Bluetooth is IP54 rated and protected against splashing water and dust. Also, the laser will easily fit in your tool belt or toolbox. If you use the laser frequently, having it near at hand will be a great time saver. The laser measure comes with a belt or a pocket clip and a soft case to keep the unit safe, yet quickly accessible. The unit easily fits in your hand or into the pocket, thus you can bring it with you in case you need to measure something. Its pen-like shape, compact dimensions, and removable pocket clip make this Bluetooth laser measuring device as user-friendly as possible. The free app lets you create professional sketches, floor plans, and data tables as well as attach images to your measurements. You can save, publish, or exchange data wirelessly from the work site to your office. So you can photograph your project and send the measurements via Bluetooth directly to your laptop or iPad. The laser measures the distance of up to 60m with a maximum deviation accuracy of 1.5mm.Īll measurement data can be transferred using the Bluetooth Smart Technology. The self-explanatory buttons provide intuitive operation. ![]() The laser measurer calculates the exact distance based on this information. It works by firing a small laser onto a target and then bounces back to the device. This device is designed to take a highly precise measurement and improve the speed of your work. Unlike more expensive options, this model doesn’t have a range of advanced features, but this isn't going to be a problem for the majority of woodworkers, DIY hobbyists, home improvement enthusiasts and the like. It's one of the most affordable models and the smallest laser measure in the DISTO™ product range. If you are looking for a no-frills laser measuring unit, the Leica D110 is actually what you need. Thus, you can rest assured that even if you manage to drop the device from the height of 2m to the concrete floor, you won't need to buy a new one - it will survive the drop and most likely won't even crack. The DeWalt DW03050 laser measuring tool has an IP65 debris/water protection and an over-moulded casing, which means it can withstand and survive multiple impacts and drops that are inevitable on a job site. And it has a straightforward interface that won't present any challenge even to an amateurish user holding the device in their hands for the first time in his life. It has a two-line backlit display which provides great visibility in all working conditions. With all that, the DeWalt DW03050 is very user-friendly and convenient to use. ![]() Furthermore, since the DeWalt DW03050 uses the Pythagoras theorem, it can also calculate indirect heights. It can subtract and/or add readings and calculate the distance in imperial and metric as per your convenience. Speaking of readings, the DeWalt DW03050 displays linear meter readings as well as area and volume calculations. It has a solid flat base which serves as a sturdy platform making it easier to make accurate measurements with minor to none deviations and errors in readings. What we liked about the DeWalt DW03050 is that it's very convenient to hold in hand. The maximum distance length the DeWalt DW03050 can target is up to 165 ft making it sufficient for most tasks that need to be done in small and mid-sized premises. The Dewalt DW03050 is an industrial power tool designed to calculate distances from one corner to another easily and accurately by using the end post corner stand-off feature.Ī laser distance measurer sends out a focused pulse of light to a target and upon detecting the reflection, calculates the distance to this target with an accuracy of +/- 1.5mm in the range of 50m. If you are unsure of which laser measure to choose from the many available options, then have a look at the DeWalt DW03050.ĭewalt is the leading manufacturer of industrial power tools and supplier of attachments, accessories, and protective clothing. A laser measurer is an indispensable tool for construction use, making the measurement task faster and easier. ![]() ![]() ![]() Finally, use a paintbrush and acrylic paint to fill in the outline. Once you have the projection mapped out, use a pencil to outline the projection on the wall or fabric.ġ0. If you are projecting onto a canvas, use a light-colored fabric to project the image onto.ĩ. If you are projecting onto a wall, use painters tape to create a grid so you can accurately map out the projection.Ĩ. Adjust the color and brightness of the projector to best suit the artwork.ħ. Experiment with different angles and distances to find the best projection for your artwork.Ħ. This will ensure the projector stays in place during the projection.ĥ. Use a tripod or other stable surface to support the projector. Before beginning the projection, make sure the image is in focus.Ĥ. This will help you adjust the size of the projection.ģ. Set up the projector in a way that you can adjust the distance of the projector from the artwork. Depending on your artwork, you may need a bright projector or a dim one.Ģ. Choose a projector that is bright enough for your needs. How to Use a Regular Projector as an Art Projector – Tips & Tricksġ. Top Rated Digital Projector Reviews | Best Projectors of 2023 Buy a Smartphone Art Projector for Easily Creating Magnificent Artworks. ![]() ![]()
![]() ![]() ![]() Savoie has been taking the measure of victimhood in Canada. In his latest book, Moncton University academic Donald J. POLITICS NEWSLETTER BOOKS – Canada: Beyond Grudges, Grievances and Disunity by Donald J. Thursday’s edition of The Globe and Mail podcast features Anne Ellis, a professor and division chair in the department of medicine at Queen’s University, on the effect worsening allergies can have on us and what we can do to live with them. No schedules released for other party leaders. NDP Leader Jagmeet Singh, in Saskatoon, met with the Saskatoon Paramedic Association, and, in Toronto, was later scheduled to virtually attend the New Westminster-Burnaby NDP nomination meeting. A Canadian Press report later indicated Mr. Prime Minister Justin Trudeau is in Southwestern Ontario, according to an advisory from his office, to participate in a roundtable discussion with local entrepreneurs. EST, to make a joint statement and take media questions. legacy civil rights organizations were scheduled, at 2 p.m. PARLIAMENTARY BLACK CAUCUS MAKES ANNOUNCEMENT IN WASHINGTON – In Washington, D.C., members of Canada’s Parliamentary Black Caucus and the leaders of five U.S. Filomena Tassi, Minister Responsible for the Federal Economic Development Agency for Southern Ontario, in Vaughan, Ont., announced details on supporting the electric-vehicle supply chain. Fisheries Minister Joyce Murray, in Vancouver, announced funding to renew the Canadian Coast Guard’s small vessels fleet while Public Services Minister Helena Jaczek made a simultaneous announcement in St. (Story here.) Crown-Indigenous Relations Minister Mark Miller, in Wendake, Que., signed a framework agreement with Grand Chief Rémy Vincent of the Huron-Wendat Nation. Public Safety Minister Marco Mendicino, in Akwesasne, Que., announced federal support for Indigenous-led community safety initiatives. Immigration Minister Sean Fraser, in Vancouver, with Innovation Minister François-Philippe Champagne made an employment growth announcement, with a group that included Calvin McDonald, the chief executive officer of Lululemon Athletica Inc. MINISTERS ON THE ROAD - Transport Minister Omar Alghabra, in Breslau, Ont., announced safety investments at the Waterloo region international airport. It is the last recess before the final stretch of sittings ahead of the summer break, scheduled to begin June 23. TODAY IN THE COMMONS – The House of Commons is now on a break until Monday. TOP ALBERTA COURT REJECTS KENNEY BID ON LAWSUIT – Alberta’s top court is denying an attempt by former Alberta premier Jason Kenney to have a defamation lawsuit against him thrown out. Story here from CBC.Ĭanadian privacy regulators are launching a joint investigation into ChatGPT-parent OpenAI’s data collection and usage, becoming the latest major government to take a closer look at the regulation of artificial intelligence tools. MLAS – The Nova Scotia House of Assembly management commission is refusing to debate a 4.4-per-cent increase in MLA budgets and allowance despite an appeal by the speaker of the legislature. ![]() PM TALKS ADDICTION ISSUES DURING TOWN HALL – Being an addict shouldn’t be a death sentence, Prime Minister Justin Trudeau told a town hall gathering in Winnipeg on Wednesday. Story here.ĬALGARY ER PHYSICIANS RAISE HEALTH CARE ALARM – A group of nearly 200 Calgary emergency room physicians released an open letter on Wednesday calling attention to what they call a health care crisis across the province, with dire staff shortages, overcrowding and long wait times compromising patient care. Johnston, according to former lead counsel of two major public inquiries. Story here.ĪPPOINT JUDGE ON CANADA’S HANDLING OF CHINA STATE INFLUENCE: FORMER INQUIRY LEAD COUNSEL – Canadians would have greater trust in the government’s handling of Chinese state interference if Ottawa appointed a judge – with full subpoena powers – rather than relying on the advice of Mr. MPS SEEK JOHNSTON TESTIMONY – Opposition MPs are looking to put former governor-general David Johnston, who is investigating allegations of foreign interference, in the hot seat by seeking his testimony before a parliamentary committee. ![]() ![]() The crater formed by their heroic activities was over 30 feet deep." "And we knew there were not any likely targets in that area, so I made the assumption that there was a struggle in a cockpit and somehow they were able to force the aircraft into the ground, and it was at a high rate of speed too. "We were not aware of the struggles that were actually occurring onboard," Mr McCormick told Sky News, adding: "However, we were closely tracking the aircraft, so we could see that the aircraft was descending. ![]() "Shortly thereafter is when United 93 crashed in Shanksville, Pennsylvania, due to the heroic efforts of the passengers and crew onboard that aircraft. Image: United Airlines Flight 93 crashed in Shanksville, Pennsylvania, when passengers fought the hijackers. Unfortunately, they got over Washington DC, just as the aircraft hit the Pentagon," he said. "Fighter jets were also scrambled to perform an intercept at Washington DC. It continued its right turn around and came back and hit the Pentagon." I thought perhaps the target was changed to the Capitol, but the aircraft was too high and too fast. "Ten miles from White House, nine miles from White House, all the way down to one mile from White House when the aircraft made a sweeping right turn. "I got on a national teleconference with FAA (Federal Aviation Authority) headquarters in Washington DC, and a controller joined our teleconference from Washington Dulles Airport and was counting down miles from the White House for a fast moving jet aircraft. Shortly after closing down the airspace, the team was made aware of another potentially in-progress hijacking, this time of United Airlines Flight 93, which had departed from Newark Airport in New Jersey and was heading eastbound over western Pennsylvania. ![]() Image: United Airlines Flight 77 hit the Pentagon. I had never thought that aircraft would be used as weapons."īut by the end of the day, he thought back to "how the men and women, the air traffic controllers across the entire United States rose to the occasion and cleared the skies of all the other aircraft, because that was in fact the only way that we could disarm the terrorists, was to remove their access to their weapons of choice". File pic: APĬlosing down the skies over New York effectively meant closing down air travel over the "northeastern United States, and the North Atlantic, western Atlantic, and Caribbean portions of Atlantic Ocean, where we butt right up against the air traffic control services provided by NATS UK ," Mr McCormick told Sky News.Īs the reality of what was happening became clear to Mr McCormick, he became angry: "I was very angry that someone would choose an industry that I love, and that's aviation, to attack our country. Image: Mr McCormick made the decision to shut down all New York airspace. ![]() ![]() And as always, the best place to do that is over on our official channels: As always, we want to hear how all these things change the game (both literally and figuratively). With so many changes to the game, we won’t be surprised if you have a lot to talk about as you share your experience. Updates to the Finland, Hungary, and United States Revolutions.Balance tweaks to 13 civilizations, including the Aztec, Chinese, French, and Swedes.Major updates to the number and availability of Outlaw units and Mercenaries.Units trained for free will now wait for the population space to spawn rather than being lost if unable to do so.Fixed an issue that prevented Home Cities and cards from being accessible during a story campaign.Removed the kill xp bonus from all construction wagons, and increased the health of more valuable wagons.NEW unit categories to improve the readability of tooltips and application of effects. ![]() Lots and lots of crash fixes and stability improvements!.Even better: if you don’t want to purchase and play with the civilization right away, you can unlock it for FREE by completing a set of challenges while exploring the history of all 50 states in the union!Īside from the new civ, here’s a quick look at some of the other great changes coming your way in today’s build: brings a ton of new functionality the game. With numerous unique units, unique buildings, unique cards, and a unique way to advance from Age to Age, the U.S. On top of all the changes, features, and improvements coming with today’s build, the United States introduces a brand-new play style, a wide variety of strategic options and tactical tools for you to learn and master, and new armies to conquer the battlefield. Hail, explorers! WELCOME to a truly monumental week for Age of Empires and, in particular, Age of Empires III: Definitive Edition! That’s because today, we’re releasing a new contender to join the fight for DE supremacy: the UNITED STATES! ![]() ![]() ![]() If you’re asking yourself Which Minecraft modpack should I play in 2023, I highly recommend Stoneblock 2. This process is fully automated with the Builder block, and you don’t have to manually break and place all the blocks. The “Builder” can be used to to hollow out a dome and luminous blocks can be used to make a fake sky, clouds, and sun. You could pretty much even build a Minecraft house out of diamond blocks! However, the EMC system can be nice because it allows you to trade your “junk” for EMC and buy more valuable things like diamonds.Ī cool thing to build in this Minecraft modpack is a fully man-made landscape (underground). Once you accumulate a lot of EMC, the game feels a bit like creative mode since you can instantly obtain nearly all items in the game. The pack also includes Draconic Evolution, which unlocks a ton of end-game content to keep you busy. ![]() For example, you can exchange 100 stone for 100 EMC, then use this EMC to purchase other items like diamonds or iron. This pack makes use of the Project E mod, which can be somewhat overpowered as it lets you trade most items for other items (using the EMC system). Personally, I have found this to be a very fun modpack to play and definitely recommend trying it. It can be annoying mining the stone in the beginning, but once you get an RFTools Builder it gets much easier to dig out massive amounts of stone. Instead of building in a totally empty world in the sky, you are building in a world filled with stone and you have to carve out an underground base. Stoneblock 2 (SB2) is similar to skyblock or SkyFactory, but it’s kind of the opposite. The official download page can be found here, or you can use the CurseForge launcher to download and play it. For more information on Sky Factory 4, the makers of Minecraft have made a nice post going over it. SkyFactory 4 is definitely worth checking out if you want to play a Minecraft modpack in 2023. There are many different variations of skyblock, however SkyFactory 3 and 4 are the most popular variants. The majority of resources are obtained from trees in this version and there’s also no draconic evolution. It’s quite different from Sky Factory 3 (SF3), for example there is no more sifting for resources. The progression will take you from getting resources from special trees, making a mob farm, generating power, and eventually applying all the best Minecraft enchants. Next, you’ll have to progress through the pack to expand your island and obtain all the other items in the game. You will start on a small chunk of land with a tree, which is standard for all skyblock maps. It is skyblock on steroids, and from the name you can probably guess what you will be doing. SkyFactory 4 (SF4) is definitely one of the most fun modpacks you can play in Minecraft. Here is a list of the 15 best and most popular Minecraft modpacks to play in 2023: 1. The version that the pack runs on will have a big impact on the types of mods that are included. This is because every mod supports only certain versions of the game. ![]() Be cautious providing your Minecraft username and password to less popular launchers!Įach modpack runs on different versions of Minecraft (for example, 1.7, 1.10, 1.12, 1.16 etc). This is safe when using reputable launchers such as CurseForge or FTB. Note that you will typically have to login with your real Minecraft username and password. You simply pick a pack from the list and it automatically installs the pack for you. ![]() The launchers make it very easy to play modpacks. The Twitch desktop app used to be a popular way to play modpacks, but this has been replaced by the Overwolf launcher. I recommend using the Feed The Beast (FTB) Launcher when playing modpacks made by FTB (a group of people that make modpacks) or the Curseforge/Overwolf launcher for other modpacks. Since modpacks are not included with the base game of Minecraft, you will have to download third-party launchers or manually install mod files. As you can see, the pack you pick is very important and will determine the type of game you play. In other packs, you might face fierce dragons in the main world. For example, in a skyblock pack there is no land in the game and you have to build on a floating island. There are tons of cool modpacks that you can play in Minecraft, but you might be wondering: What is the best Minecraft modpack to play in 2023?Įvery modpack has different objectives and gameplay. ![]() |
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