My Tech Blog

Every time I reopen a maven javafx project it seems like it requires me to rebuild and gives me the following error. Knowing the project will run the first time factors into to Encouragement and Confidence.

java.lang.NullPointerException: Cannot invoke "java.net.URL.toExternalForm()" because the return value of "java.lang.Class.getResource(String)" is null
	at FlashCardsApp/application.FlashCardsApp.start(FlashCardsApp.java:49)
	at javafx.graphics@19/com.sun.javafx.application.LauncherImpl.lambda$launchApplication1$9(LauncherImpl.java:847)
	at javafx.graphics@19/com.sun.javafx.application.PlatformImpl.lambda$runAndWait$12(PlatformImpl.java:484)
	at javafx.graphics@19/com.sun.javafx.application.PlatformImpl.lambda$runLater$10(PlatformImpl.java:457)
	at java.base/java.security.AccessController.doPrivileged(AccessController.java:399)
	at javafx.graphics@19/com.sun.javafx.application.PlatformImpl.lambda$runLater$11(PlatformImpl.java:456)
	at javafx.graphics@19/com.sun.glass.ui.InvokeLaterDispatcher$Future.run(InvokeLaterDispatcher.java:96)
	at javafx.graphics@19/com.sun.glass.ui.win.WinApplication._runLoop(Native Method)
	at javafx.graphics@19/com.sun.glass.ui.win.WinApplication.lambda$runLoop$3(WinApplication.java:184)
	at java.base/java.lang.Thread.run(Thread.java:1589)

If I run the a maven debug profile with following options

clean package install

The JavaFX program launches successfully. Ideally should be able to close the app and reopen the app without ability to launch being broken.

Less corruption from World Leaders High Potential for Increased Java and Useful Cycles Throughput, factors into usefulness of cycles on Supercomputers and Cancer Research.

https://www.whitehouse.gov/briefing-room/statements-releases/2021/12/06/fact-sheet-u-s-strategy-on-countering-corruption/

Ultron did it is now a viable truth. Alexa, Cortana, Bixby, and Siri all factor into support given or not given.

1. Artificial Intelligence exists
2. Companies that profit while I am limited are allowed to Maximize Profit using those systems

Artificial Intelligence is experimental tech that has potential for broad implications as far as reducing usefulness

Binary set wrong leaves some in corrupt Jails Worldwide.

Binary set wrong allows some to profit today that might not be allowed to profit tomorrow.

Useful Throughput has been iffed to an extent. I have 2 Terabyte drives and 512 GB drives. What enables greater Video Throughput can lead to less appreciation for the power in small programs and files. Just because a document is on 10 KB does not equal it cannot make or break life, does not equal it cannot change things dramatically. Now that document can be passed around like superfluous just in by design as icing.

We are turning up the size of the hay stack does not equal we are always increasing the rate at which humans find things. Developer tools like Integrated Development Environments amplify better tools for searching files for some over others. Easy to not fully appreciate access to very fast search factors into reduce latency and greater throughput.

Operating systems are non ideally allowed to lag throughput on search. Corrupt governments are allowed to lag throughput on search. It factors into future ability to provide for families.

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Mar 26, 2023 1:02:09 PM application.Main displayEncouragementAlertOrAskAnotherQuestion INFO: Answered 25 Math Addition Problems correctly calling generateSupport method Mar 26, 2023 1:02:09 PM application.Main displayEncouragementAlertOrAskAnotherQuestion INFO:

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Microscopes, Ethics, Ethics, Improved Battery Power, More Peace, Glass of Water, Water Well Drilling, Focus, Motorcycle Helmets, Focus, Critical Thinking, Improved Medical Research Always be safe in the lab, Clean your room, you hug the lovable dictatorAlways be safe in the lab, Eat your vegetables, Never Say Die!Do the dishes, Eat your vegetables, Hug a kittenEat your vegetables, Always be safe in the lab, you hug the lovable dictatorGo pick up some important documents from work, Do the dishes, Hug a kittenAlways be safe in the lab, Always be safe in the lab, The prettiest flowers have the most leavesClean your room, Go pick up some important documents from work, Hug a kittenAlways be safe in the lab, Clean your room, The prettiest flowers have the most leavesAlways be safe in the lab, Clean your room, you hug the lovable dictatorDo the dishes, Always be safe in the lab, Never Say Die!

Fries, Logical Fallacies, Point of View, Soda, Pressure, Small Contributions Appreciated, Adequate Support, Valence, Greed, Superposition, Pressure, “Allegory of the Cave” – Plato, Linear, Fair, Forms – Aristotle, Compare and Contrast, Insulation, Acronyms, Probabilities, Typhoon, Surface Area, Bagels, Trajectories, Buy In, Sea Shells

Flood Zone, Health Care, Distrust, Neutron, Associations, Blizzard, Mosquitos, Disaster Risk Reduction, Hurricane, Expert, Precedent, Rain, Irrational, Flood, Projections, Justice, Atmosphere, Hurricane, Insulation, Harder to divest, Competition, Socialism, Competition, Miscommunication, Defense Law

Rain, Sales, Morally Wrong, Charming, Solar Power, High Pressure, Chips, Law, Inequality, Defense Law, “I think therefore I am” – Rene Descarte, Puzzles, Latency, Rounding, Riddles, Imagination, Public Relations, Trust, Linguistics, Inadequate Support, Respect, Forms – Aristotle, Small Contributions Respected, Thermodynamics, Water

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Projections, Superposition, Truth as Relative, Point of View, Limits, Cover, Pain, Questions, Rain, Weakest Link, Open Loop Systems, Pain, Wind Power, “I think therefore I am” – Rene Descarte, Mosquitos, Entropy, Precision and Accuracy, Creative Problem Solving, Orbits, Weak Hypothesis, Sociology, Morally Wrong, Drilling Water Wells, Compare and Contrast, Statistical Anomaly

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Stress, Theme, Excited State, Expert, Context Clues, Resistance, Variance, Carbon, Rate of Change, Expert, Competition, Kinetic Energy, Shortest Path, Memory, Cocunut, Shape, Measurement, Measurement, Public Relations, Chain Thougts, Contamination, Peaches, Initial Conditions, Delayed Right Choice, Latency

Compressive Forces, Water, Chips, Experience, Combustion, Availability, Truth as Relative, Momentum, Electron, False Dichotomy, Measurement, Communism, Truth as Relative, Velocity, Rate of Change, Directional Max Profit, Osmosis, Osmosis, Multiple Dimensions, Inequality, Don’t push against a brick wall, Pestilence, Gravity, Precision and Accuracy, Possible

Current Average: 1232 ms

Just updated to hopefully give better paragraphs

Mar 26, 2023 1:12:21 PM application.Main displayEncouragementAlertOrAskAnotherQuestion INFO: Answered 25 Math Addition Problems correctly calling generateSupport method Mar 26, 2023 1:12:21 PM application.Main displayEncouragementAlertOrAskAnotherQuestion INFO:

Encouragement Throughput has yet to be maximized, There is hope in a New Day, Others do not get to claim ground on what you can and cannot do, Possible has yet to be defined, Others do not get to claim ground on what you can and cannot do, Small changes do add up, Small changes do add up, Initial conditions can mean a lot, The future has yet to be written, Possible has yet to be defined, Don’t forget an extra bottle of water can change a lot, There is hope in a New Day, You can do it!, Past activation energy can be clear sailing, You will Prevail!.

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Customer Experience and Quality can be Improved, Possible is Power, Encouragement Throughput has yet to be maximized, Past activation energy can be clear sailing, Nsdtp! Never Say Die Throughput!, There is hope in a New Day, You will Prevail!, You can do it!, Possible has yet to be defined, Others do not get to claim ground on what you can and cannot do, Initial conditions can mean a lot, Possible is Power, Possible is Power, Don’t forget an extra bottle of water can change a lot, Past activation energy can be clear sailing.

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Customer Experience and Quality can be Improved, You can do it!, Encouragement Throughput has yet to be maximized, Don’t forget an extra bottle of water can change a lot, You will Prevail!, You can do it!, Never Say Die!, Small changes do add up, Possible is Power, You will Prevail!, You can do it!, Encouragement Throughput has yet to be maximized, Encouragement Throughput has yet to be maximized, Don’t forget an extra bottle of water can change a lot, There is hope in a New Day.

There is hope in a New Day, Customer Experience and Quality can be Improved, Others do not get to claim ground on what you can and cannot do, The future has yet to be written, Encouragement Throughput has yet to be maximized, Customer Experience and Quality can be Improved, Nsdtp! Never Say Die Throughput!, There is hope in a New Day, The future has yet to be written, You can do it!, You will Prevail!, You will Prevail!, Initial conditions can mean a lot, Possible has yet to be defined, Encouragement Throughput has yet to be maximized.

The future has yet to be written, Others do not get to claim ground on what you can and cannot do, Encouragement Throughput has yet to be maximized, You will Prevail!, Possible has yet to be defined, Nsdtp! Never Say Die Throughput!, You can do it!, Initial conditions can mean a lot, Encouragement Throughput has yet to be maximized, Initial conditions can mean a lot, Don’t forget an extra bottle of water can change a lot, Customer Experience and Quality can be Improved, Don’t forget an extra bottle of water can change a lot, Encouragement Throughput has yet to be maximized, You can do it!.

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Focus, Improved Math Support, Teacher Training, Critical Thinking, Seat Belts, Geneva Convention, Improved Learning, Clean Water Support, More Peace, Water Bottles, Improved Hospitals, Reduced Miscommunication, Motorcycle Helmets, More Peacemaking, Diversity Training, Reduced Oppression, Improved Chemical Showers for Labs, Carbon Monoxide Detectors, Improved English Support, Linguistics Training, Defensive Driving, Improved Magnify Studio, Improved Medical Research, Ethics, Water Well Drilling

Habitat for Humanity, Electrical Safety, Reduced Miscommunication, Throughput, Ethics, Geneva Convention, More Peacekeeping, Improved Chemical Showers for Labs, Less Burning Buildings, Geneva Convention, Ethics, Human Rights, Teacher Appreciation, Motorcycle Helmets, Water Well Drilling, Teacher Training, Focus, Human Rights, Critical Thinking, Less Burning Buildings, Improved Hospitals, Time Management, Water Desalination Plants, Encouragement, Rescue Blankets

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More Peace, Criminal Defense Law, Disaster Risk Reduction, Rescue Blankets, Carbon Monoxide Detectors, Improved Battery Power, Improved Medical Research, Reduced Child Labor, Seat Belts, More Peace building, Water Well Drilling, Reduced Villain Level Contrast Training, Improved Microscopes, Ethics, Respect, Motorcycle Helmets, Electrical Safety, Less Burning Buildings, Water Desalination Plants, Ethics, Respect, Habitat for Humanity, Teacher Training, Improved Hospitals, Reduced Oppression

Habitat for Humanity, Improved Medical Research, Respect, Less Burning Buildings, Improved Telescopes, Respect, Reduced Villain Level Contrast Training, Carbon Monoxide Detectors, Improved Chemical Showers for Labs, Improved Medical Research, Carbon Monoxide Detectors, Improved Medical Research, Validation, Clean Water Support, Improved Telescopes, Improved Architectural Blueprints, Improved Architectural Blueprints, Reduced Villain Level Contrast Training, Problem Solving, More Peace building, More Peacekeeping, Cancer Research, Water Well Drilling, Improved Science Support, Improved Optics

Human Rights, Water Well Drilling, Ethics, Improved Optics, Improved Hospitals, Teacher Training, Human Rights, Improved Chemical Showers for Labs, Encouragement, Improved Telescopes, Carbon Monoxide Detectors, Glass of Water, Respect, Reduced Villain Level Contrast Training, Water Desalination Plants, Human Rights, Improved International Relations, Child Car Safety, Teacher Appreciation, Improved Medical Research, Improved Magnify Studio, Focus, Criminal Defense Law, Reduced Cognitive Biases Training, Improved English Support

Water Bottles, Improved Medical Research, Encouragement, Improved Battery Power, Reduced Cognitive Biases Training, Water Desalination Plants, Improved Battery Power, Time Management, Improved Research Ethics, Improved Learning, Reduced Oppression, Less Burning Buildings, Carbon Monoxide Detectors, Teacher Appreciation, Focus, Improved Medical Research, Improved Magnify Studio, Problem Solving, Improved Math Support, Improved Optics, Reduced Child Labor, Improved Architectural Blueprints, Teacher Training, Improved Telescopes, Reduced Child Labor

Reduced Villain Level Contrast Training, Defensive Driving, Less Burning Buildings, Electrical Safety, Encouragement, Improved Telescopes, Seat Belts, Critical Thinking, Reduced Cognitive Biases Training, Improved Telescopes, Rescue Blankets, Child Car Safety, Improved Science Support, Defensive Driving, Improved Telescopes, Child Car Safety, Respect, More Peace building, Less Burning Buildings, Water Well Drilling, More Peacekeeping, Improved Network Throughput and Reach, Habitat for Humanity, Cancer Research, Improved Battery Power

Clean your room, Always be safe in the lab, Hug a kittenEat your vegetables, Clean your room, Hug a kittenGo pick up some important documents from work, Always be safe in the lab, Hug a kittenClean your room, Do the dishes, you hug the lovable dictatorGo pick up some important documents from work, Do the dishes, The prettiest flowers have the most leavesGo pick up some important documents from work, Clean your room, Hug a kittenGo pick up some important documents from work, Clean your room, you hug the lovable dictatorDo the dishes, Eat your vegetables, Never Say Die!Go pick up some important documents from work, Always be safe in the lab, you hug the lovable dictatorDo the dishes, Go pick up some important documents from work, you hug the lovable dictator

“To be is to be perceived” – David Hume, Sea Shells, Activation Energy, Sea Shells, Liquidity, Force, Pestilence, Feedback, Tornado, Pineapples, Encouragement, Acceleration, Speed of Light, Practical, Bagels, Fries, Positive Momentum, Truth as Relative, Distrust, BTUs, Respect, Fuses, Rate of Change, Resistance, Time

Sales, Acceleration, Riddles, Water, Metaphors, Capitalism, Chain Thougts, Justice, Accessibility, Conductivity, Bugs, Customer Service, Velocity, Ability to Change Path, Direction, Practical, Magnetism, Distrust, Motion, Conductivity, Cover, Research Ethics, Validation, Acronyms, Justice, Communism

Flags, Tangled Cords, Theme, Typhoon, Point of View, Induction, Feedback, Acceleration, Low Pressure, Point of View, Reasonable, Buy In, Oranges, Perception, Blizzard, Shape, Charming, Strong Hypothesis, Delayed Right Choice, Magnetism, Competition, Tone, Mosquitos, Small Contributions Appreciated, Magnetism

Trust, Forms – Aristotle, Reducing Child Labor, Tornado, Drought, Experience, Fuses, Subset Profits from Systemic Changes and Additions, Obfuscation as Value Creation, Shape, Challenged in Positive Direction, Lab Safety, Oxygen, Illogical, Logical Fallacies, Puzzles, Accessibility, Law, Sales, Discouragement, Health, Motion, Respect, Snow, Pain

Carbon Dioxide, Useful Twists, Distance, Tornado, Research Ethics, GCFI Outlets, Comprehension, Relevance, Carbon Dioxide, Dental Care, “To be is to be perceived” – David Hume, Bagels, Subset Profits from Systemic Changes and Additions, Water, Drag, Capitalism, Inadequate Support, Inequality, Solar Power, The Problem of Evil, Entropy, Ability to Change Path, Direction, Open Loop Systems, Irreversible Process, Tube Amps

Stress, Precedent, Interpolation, Strong Hypothesis, Value, Impossible, Active Volcano, Strong Hypothesis, Pestilence, Customer Service, Symbolism, Drought, Neutron, Disaster Risk Reduction, Dental Care, Flood, Corporate Image, Shape, Tone, False Dichotomy, Initial Conditions, Pineapples, Distance, Chips, Camouflage

Expert, False Dichotomy, Disrespect, Rain, Contamination, Chips, Limits, Excited State, Energy, Bugs, Respect, Flags, Scientific Notation, Directional Max Profit, Corporate Image, Weak Hypothesis, Real Change, Scientific Notation, Solar Power, Excited State, Contamination, Discouragement, Pestilence, Osmosis, Impedance

Shortest Path, Equal and Opposite Forces, Shear Stregth, Small Contributions Appreciated, Practical, Excited State, Capitalism, Sea Shells, Quantum Entanglement, Peaches, Justice, Value Creation, Weak Hypothesis, Theme, GCFI Outlets, Rain, Possible, Imagination, Wind Power, Lift, Pattern Matching, Unknowns upsold to Knowns, Charming, Research Ethics, Unreasonable

Memory, Flood Zone, Memory, Miscommunication, Irreversible Process, Availability, Mosquitos, Pattern Matching, Scale, Volume, Compression, Schrodinger’s Cat, Symbolism, Stress, Force, Morally Wrong, Truth as Relative, Lab Safety, 4th Dimension, Risk Mitigation Strategies, Anxiety, Plumbs, Thermodynamics, Historic Context, Open Loop Systems

Small Contributions Appreciated, Tornado, Fair, Magnetism, Schrodinger’s Cat, High Pressure, Hail, Allegory, Statistical Anomaly, Closed Loop Systems, Strong Hypothesis, Delayed Right Choice, Expert, Subset Profits from Systemic Changes and Additions, Compression, Volume, Carbon Monoxide, Enthalpy, The Problem of Evil, Theme, Neutron, Fries, Combustion, Resistance, Gravity

Free Starter Story Outline

INFO: consumer-1 | Story Outline 99995

Random THEME – Seize the day

Random PLOT – Tragedy

Flashback Formal Diction Tone Flashback Juxtaposition Alliteration Euphemism Formal Diction Informal Diction Alliteration

Random Villain Earthquake

Kraken Shark Skeleton Unstable Future Tech Ghost Fire Elemental Vampire Hurricane Poltergeist Martial Law Unstable Future Tech Banshee Warlock Earthquake Giant Spider Tyrannical King Artificial Intelligence Skeleton Forest Fire Demon

Descriptive Writing Amps

1. [monumental, beguiling, potential] battle relayed
2. [calm, important, joyful] castle delivered
3. [sweet, pink, important] earthquake inspired
4. [minuscule, smooth, proper] wolf painted
5. [orange, exalted, toned] spider conjured
6. [white, calm, microscopic] lizard opened
7. [diminished, sweet, harmonious] hut pulverized
8. [sweet, gargantuan, tranquil] hurricane amplified
9. [happy, white, red] spider blocked
10. [happy, efficient, placid] fight unfurled

Random Hero – Rogue

And But Therefore Event Sets

1. Comet cuts across the sky but [monster] challenges [Hero] with hurtful scary words therefore they decide to learn more
2. [Hero] gets in spaceship but [monster] challenges [Hero] with hurtful scary words therefore they fight the [monster]
3. [Hero] is given assistance from [side character] but [monster] challenges [Hero] with hurtful scary words therefore they travel to a new area
4. Dramatic Dialogue with subtext but they get there early therefore they seek assistance with [side character]
5. [Hero] is Inspired and Encouraged by [side character] but [monster] challenges [Hero] with hurtful scary words therefore they seek assistance with [side character]
6. [Hero] gets in supercar but [monster] challenges [Hero] with hurtful scary words therefore they seek assistance with [side character]
7. [Hero] is Inspired and Encouraged by [side character] but [monster] challenges [Hero] with hurtful scary words therefore they decide to learn more
8. [Hero] gets on horse but they get there early therefore they travel to a new area
9. [Hero] gets in supercar but it rains therefore they fight the [monster]
10. [Hero] is given assistance from [side character] but it rains therefore they seek assistance with [side character]

Problem solved in: 1245 ms Mar 26, 2023 8:15:56 AM application.Main displayEncouragementAlertOrAskAnotherQuestion INFO:

Initial conditions can mean a lot, Initial conditions can mean a lot, Encouragement Throughput has yet to be maximized, Small changes do add up, You can do it!, Possible is Power, You can do it!, There is hope in a New Day, Possible is Power, Don’t forget an extra bottle of water can change a lot, You can do it!, The future has yet to be written, Don’t forget an extra bottle of water can change a lot, Past activation energy can be clear sailing, Small changes do add up.

Encouragement Throughput has yet to be maximized, Nsdtp! Never Say Die Throughput!, There is hope in a New Day, Encouragement Throughput has yet to be maximized, Possible has yet to be defined, Don’t forget an extra bottle of water can change a lot, Others do not get to claim ground on what you can and cannot do, The future has yet to be written, Initial conditions can mean a lot, There is hope in a New Day, Past activation energy can be clear sailing, Small changes do add up, Encouragement Throughput has yet to be maximized, The future has yet to be written, You can do it!.

There is hope in a New Day, Customer Experience and Quality can be Improved, The future has yet to be written, Others do not get to claim ground on what you can and cannot do, The future has yet to be written, The future has yet to be written, Small changes do add up, Nsdtp! Never Say Die Throughput!, The future has yet to be written, Small changes do add up, You will Prevail!, Nsdtp! Never Say Die Throughput!, You will Prevail!, Past activation energy can be clear sailing, Don’t forget an extra bottle of water can change a lot.

Possible has yet to be defined, Initial conditions can mean a lot, Encouragement Throughput has yet to be maximized, You will Prevail!, Nsdtp! Never Say Die Throughput!, Don’t forget an extra bottle of water can change a lot, Possible has yet to be defined, Nsdtp! Never Say Die Throughput!, Never Say Die!, Past activation energy can be clear sailing, Past activation energy can be clear sailing, Initial conditions can mean a lot, Encouragement Throughput has yet to be maximized, The future has yet to be written, Nsdtp! Never Say Die Throughput!.

Nsdtp! Never Say Die Throughput!, You can do it!, Past activation energy can be clear sailing, There is hope in a New Day, Don’t forget an extra bottle of water can change a lot, Encouragement Throughput has yet to be maximized, Past activation energy can be clear sailing, Nsdtp! Never Say Die Throughput!, Don’t forget an extra bottle of water can change a lot, Encouragement Throughput has yet to be maximized, Past activation energy can be clear sailing, Possible has yet to be defined, Others do not get to claim ground on what you can and cannot do, The future has yet to be written, Customer Experience and Quality can be Improved.

Customer Experience and Quality can be Improved, Others do not get to claim ground on what you can and cannot do, Don’t forget an extra bottle of water can change a lot, Never Say Die!, Don’t forget an extra bottle of water can change a lot, You can do it!, Never Say Die!, Small changes do add up, Never Say Die!, Customer Experience and Quality can be Improved, Customer Experience and Quality can be Improved, Past activation energy can be clear sailing, Initial conditions can mean a lot, Never Say Die!, Nsdtp! Never Say Die Throughput!.

You will Prevail!, Small changes do add up, Customer Experience and Quality can be Improved, The future has yet to be written, The future has yet to be written, The future has yet to be written, There is hope in a New Day, There is hope in a New Day, Don’t forget an extra bottle of water can change a lot, Possible has yet to be defined, You can do it!, The future has yet to be written, You can do it!, Past activation energy can be clear sailing, The future has yet to be written.

Customer Experience and Quality can be Improved, Encouragement Throughput has yet to be maximized, You can do it!, You will Prevail!, Never Say Die!, Encouragement Throughput has yet to be maximized, Encouragement Throughput has yet to be maximized, The future has yet to be written, Don’t forget an extra bottle of water can change a lot, You will Prevail!, Initial conditions can mean a lot, Possible has yet to be defined, Customer Experience and Quality can be Improved, Encouragement Throughput has yet to be maximized, Nsdtp! Never Say Die Throughput!.

Encouragement Throughput has yet to be maximized, Initial conditions can mean a lot, The future has yet to be written, Possible is Power, Possible is Power, Past activation energy can be clear sailing, Small changes do add up, There is hope in a New Day, Never Say Die!, Initial conditions can mean a lot, Possible has yet to be defined, Nsdtp! Never Say Die Throughput!, You will Prevail!, Nsdtp! Never Say Die Throughput!, Nsdtp! Never Say Die Throughput!.

The future has yet to be written, Possible is Power, Don’t forget an extra bottle of water can change a lot, There is hope in a New Day, You will Prevail!, Past activation energy can be clear sailing, Possible has yet to be defined, The future has yet to be written, Nsdtp! Never Say Die Throughput!, Possible is Power, Initial conditions can mean a lot, Nsdtp! Never Say Die Throughput!, Customer Experience and Quality can be Improved, Don’t forget an extra bottle of water can change a lot, Nsdtp! Never Say Die Throughput!.

Improved Battery Power, Reduced Miscommunication, Improved Math Support, Improved Optics, Water Desalination Plants, Respect, Linguistics Training, Improved Architectural Blueprints, Improved Fire Codes, Improved Fire Codes, Improved Magnify Studio, Water Bottles, Criminal Defense Law, Motorcycle Helmets, Carbon Monoxide Detectors, Reduced Child Labor, Reduced Miscommunication, Reduced Child Labor, More Peace, Improved Optics, Habitat for Humanity, Water Well Drilling, Problem Solving, Improved Math Support, Criminal Defense Law Reduced Oppression, Improved Optics, Teacher Appreciation, Improved Battery Power, Improved Telescopes, Glass of Water, Seat Belts, Power Efficiency, Cancer Research, Less Burning Buildings, Reduced Cognitive Biases Training, Power Efficiency, Reduced Villain Level Contrast Training, Less Burning Buildings, Reduced Villain Level Contrast Training, Power Efficiency, Geneva Convention, Diversity Training, Teacher Training, Power Efficiency, Improved Research Ethics, Disaster Risk Reduction, Linguistics Training, Child Car Safety, Throughput Throughput, Throughput, Water Desalination Plants, Time Management, Defensive Driving, Respect, Motorcycle Helmets, More Peacemaking, Improved Chemical Showers for Labs, Improved Medical Tech, Water Desalination Plants, Ethics, More Peace building, Improved Chemical Showers for Labs, Human Rights, Improved Magnify Studio, Improved Battery Power, Disaster Risk Reduction, Less Burning Buildings, More Peacekeeping, Improved English Support, More Peacekeeping, Improved Architectural Blueprints, More Peace building, More Peacemaking Improved Science Support, Child Car Safety, Improved Optics, Focus, Improved Hospitals, Teacher Training, Improved Telescopes, Improved Learning, Electrical Safety, Rescue Blankets, Improved Chemical Showers for Labs, Improved Math Support, Improved Optics, Improved Magnify Studio, Criminal Defense Law, Teacher Appreciation, Respect, Improved Magnify Studio, Improved Math Support, Improved Research Ethics, Improved Medical Tech, Improved Hospitals, Improved Telescopes, More Peacekeeping, Improved Architectural Blueprints Linguistics Training, Focus, Water Well Drilling, Improved Research Ethics, Reduced Villain Level Contrast Training, Improved Network Throughput and Reach, Rescue Blankets, Improved Network Throughput and Reach, Improved Battery Power, Improved Architectural Blueprints, Improved Math Support, Validation, More Peacemaking, Teacher Appreciation, Improved Chemical Showers for Labs, Improved Medical Tech, Water Desalination Plants, Improved Hospitals, Improved Optics, Geneva Convention, Improved Research Ethics, Respect, Improved International Relations, Throughput, Ethics Reduced Cognitive Biases Training, Teacher Appreciation, Power Efficiency, Focus, Reduced Villain Level Contrast Training, Defensive Driving, Power Efficiency, Improved Microscopes, Child Car Safety, More Peacemaking, More Peacekeeping, Improved Medical Research, Improved Optics, Water Well Drilling, Rescue Blankets, Criminal Defense Law, Cancer Research, Improved International Relations, Water Desalination Plants, Improved Network Throughput and Reach, Time Management, Improved English Support, Seat Belts, Diversity Training, Clean Water Support Improved Battery Power, More Peacekeeping, Cancer Research, Water Bottles, Linguistics Training, Improved Optics, Improved Magnify Studio, Improved Math Support, Criminal Defense Law, Improved Battery Power, Time Management, Improved International Relations, Reduced Miscommunication, Improved Magnify Studio, Improved Medical Tech, Motorcycle Helmets, Improved Telescopes, Reduced Villain Level Contrast Training, Reduced Child Labor, Diversity Training, Cancer Research, Improved International Relations, More Peace, Criminal Defense Law, Defensive Driving More Peace, Teacher Training, Improved Chemical Showers for Labs, Improved Telescopes, Focus, Teacher Training, Improved Learning, Respect, Improved Research Ethics, Improved Math Support, Disaster Risk Reduction, Criminal Defense Law, Validation, Problem Solving, Human Rights, More Peace, Improved Battery Power, Diversity Training, Diversity Training, Improved Network Throughput and Reach, Criminal Defense Law, Improved Research Ethics, More Peacekeeping, Linguistics Training, Time Management Criminal Defense Law, Improved Microscopes, Child Car Safety, Improved Magnify Studio, Reduced Cognitive Biases Training, Problem Solving, Improved English Support, Improved English Support, Reduced Child Labor, Reduced Villain Level Contrast Training, Critical Thinking, Reduced Villain Level Contrast Training, Teacher Training, Improved Battery Power, Improved English Support, Time Management, Diversity Training, Disaster Risk Reduction, Improved Chemical Showers for Labs, Water Bottles, Improved Magnify Studio, Improved English Support, Reduced Child Labor, More Peace, More Peace Habitat for Humanity, Focus, Rescue Blankets, Cancer Research, Improved Magnify Studio, Water Desalination Plants, Improved Network Throughput and Reach, Linguistics Training, Improved English Support, Improved Science Support, Critical Thinking, Electrical Safety, Improved English Support, Improved English Support, Improved Fire Codes, Water Bottles, Reduced Miscommunication, Improved Research Ethics, Improved Hospitals, Reduced Cognitive Biases Training, Seat Belts, Problem Solving, Improved Research Ethics, Improved Microscopes, More Peace building Do the dishes, Eat your vegetables, Never Say Die!Do the dishes, Clean your room, The prettiest flowers have the most leavesDo the dishes, Do the dishes, Hug a kittenAlways be safe in the lab, Eat your vegetables, The prettiest flowers have the most leavesDo the dishes, Clean your room, Never Say Die!Go pick up some important documents from work, Eat your vegetables, The prettiest flowers have the most leavesClean your room, Always be safe in the lab, Hug a kittenEat your vegetables, Do the dishes, The prettiest flowers have the most leavesClean your room, Always be safe in the lab, Never Say Die!Go pick up some important documents from work, Go pick up some important documents from work, you hug the lovable dictator

Excited State, Macroeconomics, Open Loop Systems, Scale, Inequality, Closed Loop Systems, Limits, Real Change, Shape, Oranges, Excited State, Velocity, Theme, Miscommunication, Valence, Flood Zone, Multiple Dimensions, Tornado, Drag, Scientific Method, Momentum, Anger Management, Joules, Blizzard, Carbon

Anger Management, Story, Capitalism, Miscommunication, Lift, Peaches, Buy In, Drilling Water Wells, Respect, Variety, Blizzard, Health Care, Fire, “I think therefore I am” – Rene Descarte, Compression, Open Loop Systems, Cocunut, Categorize and Classify, Cheesecake, Induction, Resistance, Rounding, Carbon, Positive Momentum, Plumbs

BTUs, Geothermal Power, Maintenance, Magnetism, Tornado, GCFI Outlets, Harder to divest, Surface Area, Compare and Contrast, Memory, Heat transfer, Knowns upsold to Unknowns, Reasonable, Distrust, Creative Problem Solving, Atom, Encouragement, Combustion, Respect, Normal, Cover, Risk Mitigation Strategies, Respect, Inequality, Greed

Respect, Drought, Irreversible Process, Activation Energy, Knowns upsold to Unknowns, Historic Context, Gross Domestic Product, Interesting, Exponential, Resources, Flood Zone, Obfuscated Truth, Hurricane, Shape, Quantum Entanglement, Fault Tolerance, Thunderstorm, Compressive Forces, Capitalism, Variety, Reducing Child Labor, Equivocation, Chain Thougts, Research Ethics, Power Efficiency

Lift, Pestilence, Unreasonable, Peaches, Positive Momentum, Real Change, Resistance, Maintenance, Rate of Change, Precision and Accuracy, Microeconomics, Perception, Tone, Reasonable, Speed of Light, Validation, Weakest Link, Rounding, Ethics, Wind Power, Disaster Risk Reduction, Validation, Flags, Allegory, Drought

Puzzles, Strong Hypothesis, Rain, Sociology, Heat transfer, Impedance, Useful Twists, Open Loop Systems, Insulation, Rain, Thunderstorm, Precedent, Feedback, Microeconomics, Neutron, Comprehension, Strong Hypothesis, Point of View, Obfuscation as Value Creation, Discouragement, Real Change, Anxiety, Subset Profits from Systemic Changes and Additions, Morally Right, Combustion

Accessibility, 4th Dimension, Weak Hypothesis, Impossible, Speed of Light, Projections, Reversive Process, Hydroelectric Power, Useful Twists, High Pressure, Obfuscation as Value Creation, Motion, Volume, Quantum Entanglement, Fries, Anger Management, Miscommunication, Potential Energy, Unreasonable, Chips, Fault Tolerance, Lab Safety, Statistical Anomaly, “To be is to be perceived” – David Hume, Respect

Power Efficiency, Hail, Conductivity, Harder to divest, Cover, Resources, Logic, Tone, Inequality, Speed of Light, Hope, Inadequate Support, Research Ethics, Unknowns upsold to Knowns, Symbolism, Value Creation, Electron, Frame of Reference, Kinetic Energy, Resources, Tornado, Categorize and Classify, Comprehension, Neutron, Linguistics

Disrespect, Kinetic Energy, Peaches, Scientific Notation, Contamination, Induction, Ethics, Customer Service, Puns, Red Herring, Morally Wrong, Distance, Communicated Effectively, Perception, Perception, Soda, Imagination, Statistical Anomaly, Drought, Acronyms, Macroeconomics, Imperfect System upsold to Perfect in Very Non Ideal Ways, Disaster Risk Reduction, Flood, Heat transfer

Compare and Contrast, Ethics, Gross Domestic Product, Pattern Matching, Watts, Inequality, Thermodynamics, Justice, Reliability, Charming, Speed of Heat Conductivity, Fuses, Respect, Disrespect, Latency, Puzzles, Cover, Trajectories, Contamination, Ability to Change Path, Direction, Inequality, Pattern Matching, Blizzard, Impossible, Hydroelectric Power

Current Average: 1703 ms

Enter Key Released: 4 Answer is correct Problem solved in: 2099250400 ns Problem solved in: 2099 ms Current Average: 2099 ms Enter Key Released: 9 Answer is correct Problem solved in: 1318865600 ns Problem solved in: 1318 ms Current Average: 1708 ms Enter Key Released: 10 Answer is correct Problem solved in: 1335199100 ns Problem solved in: 1335 ms Current Average: 1584 ms Enter Key Released: 12 Answer is correct Problem solved in: 1111077200 ns Problem solved in: 1111 ms Current Average: 1465 ms Enter Key Released: 8 Answer is correct Problem solved in: 1230461100 ns Problem solved in: 1230 ms Current Average: 1418 ms Enter Key Released: 8 Answer is correct Problem solved in: 1343564100 ns Problem solved in: 1343 ms Current Average: 1406 ms Enter Key Released: 7 Answer is correct Problem solved in: 1287048700 ns Problem solved in: 1287 ms Current Average: 1389 ms Enter Key Released: 11 Answer is correct Problem solved in: 1095006600 ns Problem solved in: 1095 ms Current Average: 1352 ms Enter Key Released: 5 Answer is correct Problem solved in: 1015207400 ns Problem solved in: 1015 ms Current Average: 1314 ms Enter Key Released: 11 Answer is correct Problem solved in: 927782700 ns Problem solved in: 927 ms Current Average: 1276 ms Enter Key Released: 10 Answer is correct Problem solved in: 1462271500 ns Problem solved in: 1462 ms Current Average: 1292 ms Enter Key Released: 6 Answer is correct Problem solved in: 1743058700 ns Problem solved in: 1743 ms Current Average: 1330 ms Enter Key Released: 1 Answer is correct Problem solved in: 791746000 ns Problem solved in: 791 ms Current Average: 1288 ms Enter Key Released: 10 Answer is correct Problem solved in: 1030851700 ns Problem solved in: 1030 ms Current Average: 1270 ms Enter Key Released: 13 Answer is correct Problem solved in: 1367296100 ns Problem solved in: 1367 ms Current Average: 1276 ms Enter Key Released: 15 Answer is correct Problem solved in: 1231557500 ns Problem solved in: 1231 ms Current Average: 1274 ms Enter Key Released: 2 Answer is correct Problem solved in: 798835700 ns Problem solved in: 798 ms Current Average: 1246 ms Enter Key Released: 13 Answer is correct Problem solved in: 1207434500 ns Problem solved in: 1207 ms Current Average: 1243 ms Enter Key Released: 9 Answer is correct Problem solved in: 1318399600 ns Problem solved in: 1318 ms Current Average: 1247 ms Enter Key Released: 5 Answer is incorrect Problem solving running time: 1112134900 ns Enter Key Released: 6 Answer is correct Problem solved in: 1808252000 ns Problem solved in: 1808 ms Current Average: 1275 ms Mar 26, 2023 11:05:46 AM application.Main loadNewQuestion INFO: Reasking Wrong Question Enter Key Released: 6 Answer is correct Problem solved in: 1231811700 ns Problem solved in: 1231 ms Current Average: 1273 ms Enter Key Released: 14 Answer is correct Problem solved in: 1483853400 ns Problem solved in: 1483 ms Current Average: 1283 ms Mar 26, 2023 11:05:49 AM application.Main loadNewQuestion INFO: Reasking Wrong Question Enter Key Released: 6 Answer is correct Problem solved in: 1138561500 ns Problem solved in: 1138 ms Current Average: 1276 ms Mar 26, 2023 11:05:50 AM application.Main reduceOrRemoveFromQuestionsAnsweredWrongList INFO: Wrong Question Answered Right 3 times Enter Key Released: 11 Answer is correct Problem solved in: 974948100 ns Problem solved in: 974 ms Current Average: 1264 ms Enter Key Released: 0 Answer is correct Problem solved in: 1167323000 ns Problem solved in: 1167 ms Mar 26, 2023 11:05:52 AM application.Main displayEncouragementAlertOrAskAnotherQuestion INFO:

Encouragement Throughput has yet to be maximized, Nsdtp! Never Say Die Throughput!, Others do not get to claim ground on what you can and cannot do, You will Prevail!, Past activation energy can be clear sailing, Others do not get to claim ground on what you can and cannot do, You will Prevail!, You will Prevail!, Initial conditions can mean a lot, The future has yet to be written, Customer Experience and Quality can be Improved, Don’t forget an extra bottle of water can change a lot, There is hope in a New Day, Initial conditions can mean a lot, Initial conditions can mean a lot.

Others do not get to claim ground on what you can and cannot do, Customer Experience and Quality can be Improved, Initial conditions can mean a lot, Nsdtp! Never Say Die Throughput!, Nsdtp! Never Say Die Throughput!, Possible has yet to be defined, You can do it!, Nsdtp! Never Say Die Throughput!, Never Say Die!, Encouragement Throughput has yet to be maximized, Initial conditions can mean a lot, Possible has yet to be defined, Never Say Die!, Possible is Power, Small changes do add up.

There is hope in a New Day, Encouragement Throughput has yet to be maximized, Never Say Die!, There is hope in a New Day, You can do it!, You will Prevail!, Past activation energy can be clear sailing, You will Prevail!, Possible has yet to be defined, Possible is Power, Others do not get to claim ground on what you can and cannot do, Others do not get to claim ground on what you can and cannot do, Possible is Power, You will Prevail!, Never Say Die!.

Initial conditions can mean a lot, Others do not get to claim ground on what you can and cannot do, Possible has yet to be defined, Never Say Die!, Possible is Power, Possible is Power, Customer Experience and Quality can be Improved, Don’t forget an extra bottle of water can change a lot, You will Prevail!, Never Say Die!, Initial conditions can mean a lot, Never Say Die!, Never Say Die!, You will Prevail!, There is hope in a New Day.

Encouragement Throughput has yet to be maximized, Initial conditions can mean a lot, You will Prevail!, Possible is Power, Customer Experience and Quality can be Improved, There is hope in a New Day, Nsdtp! Never Say Die Throughput!, Initial conditions can mean a lot, You can do it!, Never Say Die!, Past activation energy can be clear sailing, Customer Experience and Quality can be Improved, Small changes do add up, Nsdtp! Never Say Die Throughput!, Small changes do add up.

You can do it!, Possible has yet to be defined, Possible is Power, Possible has yet to be defined, Initial conditions can mean a lot, Possible has yet to be defined, Possible has yet to be defined, You will Prevail!, Others do not get to claim ground on what you can and cannot do, Small changes do add up, You will Prevail!, Don’t forget an extra bottle of water can change a lot, You will Prevail!, The future has yet to be written, Encouragement Throughput has yet to be maximized.

Others do not get to claim ground on what you can and cannot do, Never Say Die!, Others do not get to claim ground on what you can and cannot do, Possible is Power, Don’t forget an extra bottle of water can change a lot, You can do it!, Customer Experience and Quality can be Improved, Encouragement Throughput has yet to be maximized, Others do not get to claim ground on what you can and cannot do, There is hope in a New Day, Past activation energy can be clear sailing, The future has yet to be written, Small changes do add up, Encouragement Throughput has yet to be maximized, Possible has yet to be defined.

You will Prevail!, You will Prevail!, Never Say Die!, Possible has yet to be defined, Possible is Power, You can do it!, Customer Experience and Quality can be Improved, Possible has yet to be defined, Nsdtp! Never Say Die Throughput!, Never Say Die!, Don’t forget an extra bottle of water can change a lot, Small changes do add up, Don’t forget an extra bottle of water can change a lot, Don’t forget an extra bottle of water can change a lot, You can do it!.

The future has yet to be written, Small changes do add up, Possible has yet to be defined, Others do not get to claim ground on what you can and cannot do, Possible is Power, Others do not get to claim ground on what you can and cannot do, Don’t forget an extra bottle of water can change a lot, Possible has yet to be defined, Others do not get to claim ground on what you can and cannot do, The future has yet to be written, Possible is Power, Customer Experience and Quality can be Improved, You can do it!, You can do it!, Past activation energy can be clear sailing.

There is hope in a New Day, Customer Experience and Quality can be Improved, Nsdtp! Never Say Die Throughput!, Others do not get to claim ground on what you can and cannot do, Possible is Power, There is hope in a New Day, Never Say Die!, You can do it!, Customer Experience and Quality can be Improved, You will Prevail!, You can do it!, Others do not get to claim ground on what you can and cannot do, Nsdtp! Never Say Die Throughput!, Encouragement Throughput has yet to be maximized, Customer Experience and Quality can be Improved.

Focus, Water Bottles, Motorcycle Helmets, Improved Science Support, Improved Telescopes, Water Well Drilling, Improved Fire Codes, Rescue Blankets, Reduced Cognitive Biases Training, Seat Belts, Improved Battery Power, Diversity Training, Improved Math Support, Defensive Driving, Improved Chemical Showers for Labs, Improved Chemical Showers for Labs, Linguistics Training, Power Efficiency, More Peace building, Electrical Safety, Defensive Driving, Habitat for Humanity, Motorcycle Helmets, Improved Architectural Blueprints, Improved Medical Tech More Peace, Improved Magnify Studio, Seat Belts, Improved Magnify Studio, Respect, Less Burning Buildings, Reduced Child Labor, More Peace building, Disaster Risk Reduction, Critical Thinking, Ethics, Linguistics Training, Seat Belts, Defensive Driving, More Peace, Improved Learning, Reduced Miscommunication, Improved Hospitals, Disaster Risk Reduction, Carbon Monoxide Detectors, Glass of Water, Teacher Training, Reduced Villain Level Contrast Training, Critical Thinking, Defensive Driving Diversity Training, Critical Thinking, Critical Thinking, Improved Network Throughput and Reach, Reduced Villain Level Contrast Training, Throughput, Criminal Defense Law, Throughput, Diversity Training, Time Management, Less Burning Buildings, Reduced Child Labor, Improved Network Throughput and Reach, Human Rights, Improved Microscopes, Improved Magnify Studio, Electrical Safety, Carbon Monoxide Detectors, Improved International Relations, Reduced Villain Level Contrast Training, Improved Microscopes, Water Well Drilling, Cancer Research, Water Well Drilling, Reduced Oppression Electrical Safety, Improved Learning, Child Car Safety, Teacher Appreciation, Seat Belts, Defensive Driving, Improved Architectural Blueprints, Disaster Risk Reduction, Child Car Safety, More Peace, Human Rights, Improved Medical Tech, More Peacemaking, Ethics, Improved Battery Power, Reduced Miscommunication, Water Bottles, Teacher Training, Linguistics Training, Geneva Convention, Validation, Reduced Child Labor, Power Efficiency, Child Car Safety, Glass of Water Time Management, Habitat for Humanity, Improved Math Support, Improved Chemical Showers for Labs, Reduced Oppression, Rescue Blankets, Child Car Safety, Reduced Cognitive Biases Training, Time Management, Glass of Water, Improved Optics, Time Management, Improved Research Ethics, Improved Optics, Child Car Safety, Improved Medical Research, Electrical Safety, Motorcycle Helmets, More Peacemaking, Clean Water Support, Disaster Risk Reduction, Improved Microscopes, Time Management, Child Car Safety, Respect Critical Thinking, Defensive Driving, Criminal Defense Law, Motorcycle Helmets, Improved Telescopes, Validation, Reduced Child Labor, Reduced Cognitive Biases Training, Water Bottles, Improved Learning, Diversity Training, Geneva Convention, Water Desalination Plants, Improved Architectural Blueprints, Water Well Drilling, Reduced Oppression, More Peacemaking, Improved International Relations, Reduced Cognitive Biases Training, Power Efficiency, Improved International Relations, Geneva Convention, Glass of Water, Improved Architectural Blueprints, Improved Medical Tech More Peacemaking, Water Bottles, Glass of Water, Improved Learning, Teacher Training, Improved Medical Tech, Improved Hospitals, Linguistics Training, Geneva Convention, Reduced Cognitive Biases Training, Linguistics Training, Improved Medical Research, Child Car Safety, Disaster Risk Reduction, Time Management, Improved English Support, More Peacekeeping, More Peace, More Peace, Improved Optics, Improved Architectural Blueprints, Criminal Defense Law, Improved Optics, Respect, Improved Medical Research Focus, Focus, Ethics, Reduced Villain Level Contrast Training, Teacher Training, Cancer Research, Reduced Villain Level Contrast Training, Time Management, Improved Microscopes, Improved Learning, Less Burning Buildings, Linguistics Training, Focus, Improved Learning, Geneva Convention, Improved Research Ethics, Improved Architectural Blueprints, Improved Microscopes, More Peacemaking, Reduced Villain Level Contrast Training, Improved Magnify Studio, Improved Math Support, Improved Fire Codes, Carbon Monoxide Detectors, Teacher Training Water Well Drilling, Reduced Cognitive Biases Training, Water Bottles, Improved Telescopes, Teacher Appreciation, More Peace, Time Management, Improved Hospitals, Reduced Villain Level Contrast Training, Improved Learning, Improved Math Support, Improved Research Ethics, Human Rights, Improved Microscopes, Power Efficiency, Clean Water Support, Child Car Safety, Human Rights, Water Desalination Plants, Improved Microscopes, Improved Battery Power, More Peace, Defensive Driving, Improved Medical Tech, Glass of Water Reduced Cognitive Biases Training, Human Rights, Geneva Convention, Diversity Training, Improved Hospitals, Improved Network Throughput and Reach, Electrical Safety, Improved English Support, Improved Medical Tech, Habitat for Humanity, Time Management, Child Car Safety, Improved International Relations, Child Car Safety, Reduced Child Labor, Reduced Child Labor, Water Bottles, Improved Network Throughput and Reach, Disaster Risk Reduction, Improved Medical Tech, Teacher Training, More Peacemaking, Respect, Reduced Child Labor, Water Bottles Eat your vegetables, Always be safe in the lab, Never Say Die!Go pick up some important documents from work, Clean your room, Hug a kittenEat your vegetables, Eat your vegetables, Never Say Die!Clean your room, Do the dishes, you hug the lovable dictatorClean your room, Go pick up some important documents from work, Hug a kittenAlways be safe in the lab, Clean your room, The prettiest flowers have the most leavesEat your vegetables, Do the dishes, Never Say Die!Do the dishes, Eat your vegetables, Hug a kittenEat your vegetables, Always be safe in the lab, Hug a kittenGo pick up some important documents from work, Always be safe in the lab, Never Say Die!

Real Change, Research Ethics, “To be is to be perceived” – David Hume, Inequality, Activation Energy, Knowns upsold to Unknowns, Creative Problem Solving, Memory, Impossible, Speed of Sound, Quantum Entanglement, Rate of Change, Hope, Atmosphere, Morally Wrong, Variance, Obfuscation as Value Creation, Customer Service, Directed Power, Impedance, Scientific Notation, Theoretical Problem Solving, Cantelope, Atmosphere, Sea Shells

Tone, Open Loop Systems, Shape, Neutron, Morally Right, Mosquitos, Gravity, Combustion, Historic Context, Pineapples, Availability, Obfuscation as Value Creation, Linguistics, Capitalism, Normal, Fries, Combustion, Equal and Opposite Forces, Linguistics, “To be is to be perceived” – David Hume, Schrodinger’s Cat, Reducing Child Labor, Probabilities, Initial Conditions, Respect

Strong Hypothesis, Tangled Cords, “To be is to be perceived” – David Hume, Contamination, Resources, Relevance, Low Pressure, Probabilities, False Dichotomy, High Pressure, Dental Care, Exponential, Obfuscated Truth, Cantelope, Power Efficiency, Typhoon, Distance, Drought, Cocunut, Fries, Memory, Small Contributions Respected, Carbon Monoxide Detector, High Pressure, Scientific Notation

Green Energy, Symbolism, Irrational, Weakest Link, Directional Max Profit, Fire, Bugs, Harder to divest, Insulation, Tangled Cords, Speed of Electricity (Not the speed of light), Possible, Capitalism, Kinetic Energy, Greed, Low Pressure, Obfuscation as Value Creation, Mangos, Kinetic Energy, Thunderstorm, Initial Conditions, Buy In, Imagination, Linguistics, Compression

Reversive Process, Directed Power, Inequality, Thunderstorm, Soda, Green Energy, Atom, Socialism, Cake, Energy, Shear Stregth, Bugs, Obfuscated Truth, Compression, Schrodinger’s Cat, Health, Motion, Plot, Law, Knowns upsold to Unknowns, GCFI Outlets, Cheesecake, Solar Power, Variance, Capitalism

4th Dimension, Reversive Process, Measurement, Hope, Theme, Flood Zone, Experience, Discouragement, Apples, BTUs, Wind Power, Validation, Unknowns upsold to Knowns, Enthalpy, Relevance, Story, Practical Problem Solving, Obfuscated Truth, Trust, Drought, GCFI Outlets, Perception, Risk Mitigation Strategies, Lift, Camouflage

Relevance, Illogical, Green Energy, Respect, Communism, Atom, Initial Conditions, Symbolism, Experience, Plot, Solar Power, Schrodinger’s Cat, Risk Mitigation Strategies, Closed Loop Systems, Cover, Ethics, Rate of Change, Don’t push against a brick wall, Sea Shells, Power Efficiency, Value, Obfuscation as Value Creation, Tone, False Dichotomy, Story

Heat transfer, Pestilence, Potential Energy, Excited State, Practical Problem Solving, Public Relations, Fries, Health Care, Flood, Don’t push against a brick wall, Insulation, Cover, Pineapples, Tone, Imperfect System upsold to Perfect in Very Non Ideal Ways, Mood, Greed, Tangled Cords, Variety, Carbon, Compare and Contrast, Irrational, Pineapples, Distance, Power Efficiency

Directional Max Profit, Heat transfer, Small Contributions Appreciated, Slippery Slope, Adequate Support, Anxiety, Irrational, Appreciation, Carbon, Fault Tolerance, Orbits, Latency, Expert, Induction, Carbon Dioxide, Communicated Effectively, Flood Zone, Typhoon, Bagels, Perception, Practical Problem Solving, Disaster Risk Reduction, Corporate Image, Fire, Reversive Process

Valence, Reaction Time, Watts, Don’t push against a brick wall, Flood Zone, Directional Max Profit, Watts, Inequality, Hurricane, Morally Wrong, Research Ethics, Health Care, Weakest Link, Equality, Plumbs, Red Herring, Imagination, Peaches, Linear, Red Herring, Hail, Valence, Induction, Inadequate Support, Carbon Dioxide

Current Average: 1260 ms

Appears my gimbal is being changed remotely, may God cancel all movies that are helping do that.

Wrong studios allowing oppression to amp unlikely to be studios for long

Button clicked at 152629398555400
Frame: 2
Mar 26, 2023 7:37:16 AM controller.AddEncouragementLabelCommand generateSupport
INFO:

Encouragement Throughput has yet to be maximized, Past activation energy can be clear sailing, Don’t forget an extra bottle of water can change a lot, The future has yet to be written, Past activation energy can be clear sailing, Possible has yet to be defined, You can do it!, Never Say Die!, Past activation energy can be clear sailing, Past activation energy can be clear sailing, Customer Experience and Quality can be Improved, Past activation energy can be clear sailing, There is hope in a New Day, Customer Experience and Quality can be Improved, Nsdtp! Never Say Die Throughput!.

Initial conditions can mean a lot, Past activation energy can be clear sailing, Never Say Die!, Encouragement Throughput has yet to be maximized, You can do it!, Past activation energy can be clear sailing, Small changes do add up, There is hope in a New Day, You will Prevail!, Don’t forget an extra bottle of water can change a lot, The future has yet to be written, Never Say Die!, Possible has yet to be defined, Possible has yet to be defined, Initial conditions can mean a lot.

Past activation energy can be clear sailing, Nsdtp! Never Say Die Throughput!, Past activation energy can be clear sailing, Possible has yet to be defined, Don’t forget an extra bottle of water can change a lot, You can do it!, You can do it!, You can do it!, There is hope in a New Day, Initial conditions can mean a lot, Never Say Die!, You will Prevail!, You will Prevail!, Never Say Die!, Encouragement Throughput has yet to be maximized.

Past activation energy can be clear sailing, The future has yet to be written, Never Say Die!, Possible is Power, Past activation energy can be clear sailing, Small changes do add up, Encouragement Throughput has yet to be maximized, Others do not get to claim ground on what you can and cannot do, Never Say Die!, Small changes do add up, Customer Experience and Quality can be Improved, Don’t forget an extra bottle of water can change a lot, Initial conditions can mean a lot, There is hope in a New Day, Never Say Die!.

Don’t forget an extra bottle of water can change a lot, Possible has yet to be defined, Nsdtp! Never Say Die Throughput!, Small changes do add up, Customer Experience and Quality can be Improved, Others do not get to claim ground on what you can and cannot do, Others do not get to claim ground on what you can and cannot do, Customer Experience and Quality can be Improved, Possible has yet to be defined, You can do it!, Initial conditions can mean a lot, Encouragement Throughput has yet to be maximized, The future has yet to be written, Never Say Die!, Initial conditions can mean a lot.

Past activation energy can be clear sailing, Encouragement Throughput has yet to be maximized, Nsdtp! Never Say Die Throughput!, Past activation energy can be clear sailing, Past activation energy can be clear sailing, There is hope in a New Day, There is hope in a New Day, You will Prevail!, Nsdtp! Never Say Die Throughput!, You will Prevail!, Never Say Die!, There is hope in a New Day, Past activation energy can be clear sailing, Possible has yet to be defined, Others do not get to claim ground on what you can and cannot do.

Encouragement Throughput has yet to be maximized, Never Say Die!, Customer Experience and Quality can be Improved, Past activation energy can be clear sailing, Others do not get to claim ground on what you can and cannot do, You will Prevail!, Past activation energy can be clear sailing, Customer Experience and Quality can be Improved, Past activation energy can be clear sailing, The future has yet to be written, You can do it!, Don’t forget an extra bottle of water can change a lot, Encouragement Throughput has yet to be maximized, Possible is Power, Nsdtp! Never Say Die Throughput!.

Encouragement Throughput has yet to be maximized, You can do it!, Never Say Die!, Possible is Power, The future has yet to be written, You can do it!, Customer Experience and Quality can be Improved, There is hope in a New Day, Never Say Die!, Encouragement Throughput has yet to be maximized, Small changes do add up, Never Say Die!, Possible is Power, Never Say Die!, Possible is Power.

Others do not get to claim ground on what you can and cannot do, Others do not get to claim ground on what you can and cannot do, Nsdtp! Never Say Die Throughput!, Possible is Power, Small changes do add up, Possible is Power, There is hope in a New Day, Encouragement Throughput has yet to be maximized, You can do it!, Small changes do add up, Others do not get to claim ground on what you can and cannot do, Small changes do add up, Never Say Die!, Don’t forget an extra bottle of water can change a lot, Small changes do add up.

Others do not get to claim ground on what you can and cannot do, Past activation energy can be clear sailing, There is hope in a New Day, Small changes do add up, Nsdtp! Never Say Die Throughput!, There is hope in a New Day, You can do it!, Encouragement Throughput has yet to be maximized, There is hope in a New Day, Don’t forget an extra bottle of water can change a lot, Customer Experience and Quality can be Improved, Customer Experience and Quality can be Improved, There is hope in a New Day, There is hope in a New Day, Possible has yet to be defined.

Mar 26, 2023 7:37:16 AM controller.AddEncouragementLabelCommand generateSupport
INFO: Power Efficiency, Reduced Cognitive Biases Training, Improved Hospitals, Improved Hospitals, Problem Solving, More Peace, Improved Chemical Showers for Labs, Time Management, Improved Medical Research, Focus, Improved Science Support, More Peacemaking, More Peacekeeping, Improved Optics, Improved Medical Research, Reduced Villain Level Contrast Training, More Peacekeeping, Improved Medical Tech, Improved Architectural Blueprints, More Peacekeeping, Water Desalination Plants, Geneva Convention, Disaster Risk Reduction, Improved Fire Codes, More Peacemaking

Improved Medical Tech, Child Car Safety, Seat Belts, Improved English Support, Rescue Blankets, Improved Chemical Showers for Labs, Seat Belts, Carbon Monoxide Detectors, Motorcycle Helmets, Electrical Safety, Reduced Oppression, Improved Battery Power, Validation, More Peace, Teacher Training, Geneva Convention, Throughput, More Peace, Improved Hospitals, Teacher Appreciation, Improved Math Support, Improved Magnify Studio, Respect, Cancer Research, Time Management

Reduced Child Labor, Motorcycle Helmets, Improved Medical Research, Defensive Driving, Improved Research Ethics, Improved Fire Codes, Improved Optics, Improved Science Support, Disaster Risk Reduction, Reduced Miscommunication, Disaster Risk Reduction, Less Burning Buildings, Less Burning Buildings, Improved Magnify Studio, Improved Network Throughput and Reach, Improved Microscopes, Teacher Training, Improved Chemical Showers for Labs, Improved Medical Tech, Electrical Safety, Electrical Safety, Improved Science Support, Teacher Appreciation, Critical Thinking, Disaster Risk Reduction

Improved Optics, Power Efficiency, Encouragement, Reduced Oppression, Throughput, Improved Architectural Blueprints, Glass of Water, Improved Medical Tech, Seat Belts, Reduced Oppression, Ethics, Improved Network Throughput and Reach, Reduced Cognitive Biases Training, More Peace building, Teacher Appreciation, Human Rights, Problem Solving, Improved Fire Codes, Criminal Defense Law, Improved English Support, Reduced Miscommunication, Improved Science Support, Human Rights, Improved Chemical Showers for Labs, Geneva Convention

Time Management, More Peace building, Time Management, Electrical Safety, More Peace, Reduced Miscommunication, Improved Hospitals, Ethics, Child Car Safety, Improved English Support, Clean Water Support, Improved Research Ethics, Improved Learning, Reduced Miscommunication, Improved English Support, Diversity Training, Improved English Support, Improved International Relations, Water Well Drilling, More Peace building, Electrical Safety, Reduced Oppression, Less Burning Buildings, Encouragement, Improved Medical Research

Improved Chemical Showers for Labs, Focus, Validation, Criminal Defense Law, Seat Belts, Seat Belts, Time Management, Improved Science Support, Water Desalination Plants, More Peace, More Peace, Reduced Miscommunication, Problem Solving, Improved Architectural Blueprints, Improved Magnify Studio, Improved Telescopes, Geneva Convention, Defensive Driving, Validation, Focus, Improved Medical Tech, Encouragement, More Peace, Focus, Encouragement

Improved Hospitals, Improved Network Throughput and Reach, Motorcycle Helmets, Improved Medical Research, Validation, Defensive Driving, Improved Architectural Blueprints, Encouragement, Improved Chemical Showers for Labs, Problem Solving, Improved Magnify Studio, Diversity Training, Respect, Water Well Drilling, Respect, Clean Water Support, Improved Science Support, Teacher Appreciation, Improved Medical Research, Disaster Risk Reduction, Throughput, Reduced Villain Level Contrast Training, Child Car Safety, Linguistics Training, Improved International Relations

Clean Water Support, Critical Thinking, Encouragement, Child Car Safety, Teacher Training, Improved International Relations, Diversity Training, Geneva Convention, Improved Network Throughput and Reach, Reduced Child Labor, Teacher Training, Time Management, Linguistics Training, Improved Telescopes, Improved Battery Power, Respect, Teacher Appreciation, Electrical Safety, Improved Learning, Human Rights, Reduced Cognitive Biases Training, Improved Architectural Blueprints, Human Rights, Improved Battery Power, Power Efficiency

Carbon Monoxide Detectors, More Peacemaking, Glass of Water, Improved Magnify Studio, Electrical Safety, Electrical Safety, More Peacemaking, Rescue Blankets, Improved Battery Power, Improved Architectural Blueprints, Problem Solving, Rescue Blankets, Water Desalination Plants, Improved Microscopes, Reduced Miscommunication, Improved Network Throughput and Reach, More Peacekeeping, Reduced Miscommunication, Human Rights, Improved Chemical Showers for Labs, Water Bottles, Improved Chemical Showers for Labs, Improved Research Ethics, Motorcycle Helmets, Improved Learning

Human Rights, Critical Thinking, Water Well Drilling, Improved Microscopes, Problem Solving, Focus, Improved International Relations, Water Bottles, Defensive Driving, Improved Medical Tech, Validation, Seat Belts, Rescue Blankets, Water Well Drilling, Linguistics Training, Improved Architectural Blueprints, Defensive Driving, Reduced Cognitive Biases Training, Time Management, Seat Belts, Improved Optics, Cancer Research, Improved Learning, Rescue Blankets, Improved Research Ethics

Mar 26, 2023 7:37:16 AM controller.AddEncouragementLabelCommand generateSupport
INFO: Eat your vegetables, Always be safe in the lab, Hug a kitten
Mar 26, 2023 7:37:16 AM controller.AddEncouragementLabelCommand generateSupport
INFO: Clean your room, Go pick up some important documents from work, you hug the lovable dictator
Mar 26, 2023 7:37:16 AM controller.AddEncouragementLabelCommand generateSupport
INFO: Eat your vegetables, Go pick up some important documents from work, Hug a kitten
Mar 26, 2023 7:37:16 AM controller.AddEncouragementLabelCommand generateSupport
INFO: Clean your room, Eat your vegetables, Hug a kitten
Mar 26, 2023 7:37:16 AM controller.AddEncouragementLabelCommand generateSupport
INFO: Eat your vegetables, Go pick up some important documents from work, Never Say Die!
Mar 26, 2023 7:37:16 AM controller.AddEncouragementLabelCommand generateSupport
INFO: Do the dishes, Go pick up some important documents from work, Never Say Die!
Mar 26, 2023 7:37:16 AM controller.AddEncouragementLabelCommand generateSupport
INFO: Go pick up some important documents from work, Clean your room, Never Say Die!
Mar 26, 2023 7:37:16 AM controller.AddEncouragementLabelCommand generateSupport
INFO: Clean your room, Do the dishes, The prettiest flowers have the most leaves
Mar 26, 2023 7:37:16 AM controller.AddEncouragementLabelCommand generateSupport
INFO: Go pick up some important documents from work, Always be safe in the lab, Hug a kitten
Mar 26, 2023 7:37:16 AM controller.AddEncouragementLabelCommand generateSupport
INFO: Do the dishes, Eat your vegetables, you hug the lovable dictator
Mar 26, 2023 7:37:16 AM controller.AddEncouragementLabelCommand generateSupport
INFO:

Nitrogen, Momentum, Volume, Peaches, Conductivity, Rate of Change, Villian Level Contrast Victims, Communism, High Pressure, Feedback, Flood, Hail, Resources, Memory, Reaction Time, Lift, Plumbs, Precision and Accuracy, Pain, Morally Wrong, Ethics, Oxygen, Magnetism, Disease, Snow

Allegory, Surface Area, Historic Context, Drag, Public Relations, Blizzard, Scientific Notation, Atmosphere, Accessibility, Fries, Capitalism, Compression, Blizzard, Surface Area, Metaphors, Greed, Theme, Creative Problem Solving, Obfuscated Truth, Radiation, Greed, Distrust, Chain Thougts, Scale, Appreciation

Drilling Water Wells, Pattern Matching, Health Care, Defense Law, Momentum, Latency, Logical Fallacies, Irreversible Process, Dental Care, Cake, Shortest Path, Blizzard, Watts, Point of View, Socialism, Fire, Insulation, Charming, Magnetism, Reaction Time, Scale, False Dichotomy, Speed of Heat Conductivity, Justice, Positive Momentum

Positive Momentum, Fair, Macroeconomics, Bagels, Acceleration, Plumbs, Feedback, Law, Anxiety, Sales, Puns, Excited State, Unknowns upsold to Knowns, Metaphors, Imperfect System upsold to Perfect in Very Non Ideal Ways, Osmosis, Reliability, Cocunut, Apples, Expert, Health Care, Impedance, Justice, Coffee, Morally Right

Communicated Effectively, Anger Management, Miscommunication, Electron, Measurement, Impedance, Morally Right, Competition, Law, Health Care, Nitrogen, Experience, Expert, Strong Hypothesis, Resources, Osmosis, Creative Problem Solving, Bugs, Frame of Reference, Typhoon, Trust, Microeconomics, Radiation, Greed, Low Pressure

Plumbs, Equivocation, Useful Twists, Creative Problem Solving, Context Clues, Speed of Sound, Anger Management, Hypotheticals, Red Herring, Force, The Problem of Evil, Multiple Dimensions, Maintenance, Small Contributions Respected, Strong Hypothesis, Truth as Relative, 4th Dimension, Speed of Sound, Equal and Opposite Forces, Health Care, Neutron, Hypotheticals, Inequality, Validation, Theme

Gross Domestic Product, Slippery Slope, Drought, Accessibility, Health, Heat transfer, Strong Hypothesis, Variance, Multiple Dimensions, Peaches, Normal, Buy In, Subset Profits from Systemic Changes and Additions, Superposition, Open Loop Systems, Comprehension, Morally Wrong, Osmosis, Greed, Speed of Sound, Gross Domestic Product, Disease, Exponential, Equivocation, Speed of Electricity (Not the speed of light)

Sociology, Apples, Electron, Unknowns upsold to Knowns, Buy In, Scientific Notation, Imperfect System upsold to Perfect in Very Non Ideal Ways, Tangled Cords, Oranges, Sea Shells, Compression, Induction, Speed of Electricity (Not the speed of light), Camouflage, Defense Law, Activation Energy, Communism, Feedback, Chips, Shortest Path, Greed, Logic, Probabilities, Pattern Matching, Reasonable

Compare and Contrast, Reliability, Blizzard, Geothermal Power, Value Creation, Magnetism, GCFI Outlets, Electron, Health, Probabilities, Communism, Combustion, Gravity, Active Volcano, Useful Work, Illogical, Respect, Cake, Volume, Sea Shells, BTUs, Availability, Scale, Miscommunication, Discouragement

Delayed Right Choice, Conductivity, Metaphors, Reliability, Scale, Useful Work, Motion, Pestilence, Sea Shells, Interesting, “I think therefore I am” – Rene Descarte, Tone, Resources, Scientific Notation, Capitalism, Snow, Lab Safety, Rate of Change, Thunderstorm, Impossible, Useful Work, Typhoon, Shortest Path, Relevance, Hail

Mar 26, 2023 7:37:16 AM performance.PerformanceTests addTwoOneDigitNumbers_OneBillionTimes
INFO: Performance Test, Adding Two One Digit Numbers 1 billion times
Mar 26, 2023 7:37:16 AM performance.PerformanceTests addTwoOneDigitNumbers_OneBillionTimes
INFO: — Processed 250,000,000 additions, current running time: 44747100
Mar 26, 2023 7:37:16 AM performance.PerformanceTests addTwoOneDigitNumbers_OneBillionTimes
INFO: — Processed 500,000,000 additions, current running time: 188096500
Mar 26, 2023 7:37:17 AM performance.PerformanceTests addTwoOneDigitNumbers_OneBillionTimes
INFO: — Processed 750,000,000 additions, current running time: 251479400
Mar 26, 2023 7:37:17 AM performance.PerformanceTests addTwoOneDigitNumbers_OneBillionTimes
INFO: Test completed, recorded time in Nanoseconds: 314928900
Mar 26, 2023 7:37:17 AM performance.PerformanceTests addTwoOneDigitNumbers_OneBillionTimes_andCheckVerify_OneBillionTimes
INFO: Performance Test, Adding Two One Digit Numbers 1 billion times
Mar 26, 2023 7:37:17 AM performance.PerformanceTests addTwoOneDigitNumbers_OneBillionTimes_andCheckVerify_OneBillionTimes
INFO: — Processed 250,000,000 additions, current running time: 91301800
Mar 26, 2023 7:37:17 AM performance.PerformanceTests addTwoOneDigitNumbers_OneBillionTimes_andCheckVerify_OneBillionTimes
INFO: — Processed 500,000,000 additions, current running time: 124658700
Mar 26, 2023 7:37:17 AM performance.PerformanceTests addTwoOneDigitNumbers_OneBillionTimes_andCheckVerify_OneBillionTimes
INFO: — Processed 750,000,000 additions, current running time: 429536700
Mar 26, 2023 7:37:17 AM performance.PerformanceTests addTwoOneDigitNumbers_OneBillionTimes_andCheckVerify_OneBillionTimes
INFO: Test completed, recorded time in Nanoseconds: 724172300

Free Starter Story Outline

Random THEME – Oppression is wrong

Random PLOT – Overcoming the Monster

Imagery Allegory Informal Diction Informal Diction Personification Imagery Symbolism Juxtaposition Metaphor Personification

Random Villain Dragon

Necromancer Forest Fire Dragon Bandit Corrupt Politician Troll Deranged Sniper Water Elemental Gang Mislead Revolutionary Riot Kraken Earthquake Stone Elemental Tyrannical King Gang Kraken Cult Leader Big Brother System Troll

Descriptive Writing Amps

1. [glittering, harmonious, colossal] iguana commanded
2. [orange, glittering, loud] villa dashed
3. [rough, rough, harmonious] earth provided
4. [sad, yellow, tinted] emotion relayed
5. [exalted, resonant, sour] game eroded
6. [potential, fluffy, black] wind eroded
7. [gargantuan, sad, happy] gold relayed
8. [calm, soft, calm] lake relayed
9. [shaded, cyan, beguiling] beam evaded
10. [beguiling, sad, sad] problem gnashed

Random Hero – Wizard

And But Therefore Event Sets

1. fight a [monster] but [monster] shows up therefore they seek assistance with [side character]
2. fight a [monster] but they get there early therefore they travel to a new area
3. Comet cuts across the sky but [Side character] shows up therefore they travel to a new area
4. [Hero] gets in spaceship but [Side character] shows up therefore they seek assistance with [side character]
5. diffuse a bomb but [monster] shows up therefore they seek assistance with [side character]
6. Dramatic Dialogue with subtext but [Side character] shows up therefore they fight the [monster]
7. fight a [monster] but they get there early therefore they decide to learn more
8. [Hero] gets in spaceship but [monster] shows up therefore they decide to learn more
9. [Hero] gets in jet but it rains therefore they decide to learn more
10. There is a solar eclipse but it rains therefore they travel to a new area

Free Update that uses a ConcurrentHashMap to store 2D draw calls, Free Starter Class MIT License

package graphics;

import java.util.Vector;
import java.util.concurrent.ConcurrentHashMap;

import data.BooleanMatrix;

public class TwoColorImage {
	BooleanMatrix pixels;
	
	public int getWidth() {
		return pixels.getWidth();
	}
	
	public int getHeight() {
		return pixels.getHeight();
	}

	public TwoColorImage(int width, int height) {
		pixels = new BooleanMatrix(width, height, false);
	}
	
	public TwoColorImage(BooleanMatrix pixels) {
		this.pixels = pixels;
	}
	
	public BooleanMatrix getPixels() {
		return pixels;
	}
	
	public void turnPixelOn(int x, int y) {
		if (x<pixels.getWidth() && y<pixels.getHeight()) {
			if (null!=inProgressSet) {
				inProgressSet.add(new Point(x,y));
			}
			pixels.setElement(x, y, true);
		}
	}
	
	public void turnPixelOff(int x, int y) {
		if (x<pixels.getWidth() && y<pixels.getHeight()) {
			pixels.setElement(x, y, false);
		}
	}
	
	private class Point {
		public Point(int x, int y) {
			this.x=x;
			this.y=y;
		}
		
		int x;
		int y;
	}
	
	private static ConcurrentHashMap<String, Vector<Point>> processedCache = new ConcurrentHashMap<>();
	private Vector<Point> inProgressSet;
	
	private void startRecording() {
		inProgressSet = new Vector<>();
	}
	
	private void stopRecording(String cacheName) {
		processedCache.put(cacheName, inProgressSet);
		inProgressSet = null;
	}
	
	private void drawFromCache(Vector<Point> cachedSet) {
		inProgressSet=null;
		cachedSet.stream().forEach((point)->{
			turnPixelOn(point.x, point.y);
		});
	}
	
	public void drawLine(int x1, int y1, int x2, int y2) {
		String cacheName="drawLine("+x1+","+y1+","+x2+","+y2+")"+"["+getWidth()+","+getHeight()+"]";
		Vector<Point> cachedVersion = processedCache.get(cacheName);
		if (null!=cachedVersion) {
			drawFromCache(cachedVersion);
			return;
		}
		
		startRecording();
		int yDifference = y2-y1;
		int xDifference = x2-x1;
		
		if (xDifference<0) {
			// Switch points, draw left to right
			int x1Temp=x1;
			int x2Temp=x2;
			int y1Temp=y1;
			int y2Temp=y2;
			
			x1=x2Temp;
			y1=y2Temp;
			x2=x1Temp;
			y2=y1Temp;
			
			xDifference = x2-x1;
		}
		
		if (x2>getWidth()-1) {
			x2=getWidth()-1;
		}
		
		if (y2>getHeight()-1) {
			y2=getHeight()-1;
		}
		
		double riseOverRun = (double) yDifference/xDifference;
		double b = y1-(riseOverRun*x1);
		
		turnPixelOn(x1, y1); // Draw start point
		
		if (y1==y2) {
			for (int x=x1+1; x<x2-1; x++) {
				turnPixelOn(x, y1);
			}
		} else if (x1==x2) {
			for (int y=y1+1; y<y2-1; y++) {
				turnPixelOn(x1, y);
			}
	    } else if (y1<y2){		
			double computedY;
			double integerY;
			double usedXs=x1;
			double usedYs=y1;
			for (int x=x1; x<x2; x++) {
				computedY = (riseOverRun*x)+b;
				integerY = (int) computedY;
				
				if (x>usedXs) {
					turnPixelOn((int)x, (int)integerY);
					usedXs=x;
				}					
			}
		} else if (y2<y1) {
			double computedY;
			double integerY;
			double usedXs=x1;
			double usedYs=y1;
			for (double x=x1; x<x2; x+=1) {
				computedY = (riseOverRun*x)+b;
				computedY = Math.abs(computedY);
				integerY = (int) computedY;
				integerY = Math.abs(integerY);
				
				if (x>usedXs) {
					turnPixelOn((int) x, (int) integerY);
					usedXs=x;
				}					
			}			
		}
		
		turnPixelOn(x2, y2); // Draw end point
		stopRecording(cacheName);	
	}
	
	public void drawCircle(double x, double y, double radius) {
		
		String cacheName = "drawCircle("+String.format("%.1f", x)+","
				                        +String.format("%.1f", y)+","
				                        +String.format("%.1f", radius)+")"
				                        +"["+getWidth()+","+getHeight()+"]";

		Vector<Point> cachedVersion = processedCache.get(cacheName);
		if (null!=cachedVersion) {
			drawFromCache(cachedVersion);
			return;
		}		
		
		startRecording();
		double xPosition;
		double yPosition;
		double modLevel;
		
		if (radius<200) {
			modLevel=0.01;
		} else if (radius<600) {
			modLevel=0.005;
		} else {
			modLevel=0.001;
		}
		
		for (double radians=0; radians<6.28; radians+=modLevel) {
			xPosition=y+(radius*Math.cos(radians));
			yPosition=y+(radius*Math.sin(radians));
			turnPixelOn((int) xPosition, (int) yPosition);
		}
		stopRecording(cacheName);
	}
	
	public void drawRectangeCoordinates(int x1, int y1, int x2, int y2) {		
		String cacheName="drawLine("+x1+","+y1+","+x2+","+y2+")"+"["+getWidth()+","+getHeight()+"]";
		Vector<Point> cachedVersion = processedCache.get(cacheName);
		if (null!=cachedVersion) {
			drawFromCache(cachedVersion);
			return;
		}
		
		startRecording();
		for (int x=x1; x<=x2; x++) {
			for (int y=y1; y<=y2; y++) {
				if (x==x1 || x==x2 || y==y1 || y==y2) {
					turnPixelOn(x, y);
				}
			}
		}
		stopRecording(cacheName);
	}
	
	public void drawRectangeFilledCoordinates(int x1, int y1, int x2, int y2) {
		for (int x=x1; x<=x2; x++) {
			for (int y=y1; y<=y2; y++) {
				turnPixelOn(x, y);
			}
		}
	}
}

HashMap Cache has potential to grow thus considering how I can optimize JVM Memory. I don’t have access to Profiling, people with Professional version of IntelliJ could look at this, currently showing 2GB on my Task Manager.

Past activation energy can be clear sailing, The future has yet to be written, The future has yet to be written, You can do it!, Nsdtp! Never Say Die Throughput!, Possible has yet to be defined, Encouragement Throughput has yet to be maximized, Possible is Power, Possible is Power, Nsdtp! Never Say Die Throughput!, Don’t forget an extra bottle of water can change a lot, Possible has yet to be defined, The future has yet to be written, You can do it!, Past activation energy can be clear sailing.

Initial conditions can mean a lot, Nsdtp! Never Say Die Throughput!, Encouragement Throughput has yet to be maximized, Encouragement Throughput has yet to be maximized, Possible has yet to be defined, Don’t forget an extra bottle of water can change a lot, There is hope in a New Day, Customer Experience and Quality can be Improved, Customer Experience and Quality can be Improved, Don’t forget an extra bottle of water can change a lot, You will Prevail!, There is hope in a New Day, Don’t forget an extra bottle of water can change a lot, Possible has yet to be defined, Possible is Power.

Don’t forget an extra bottle of water can change a lot, You can do it!, Others do not get to claim ground on what you can and cannot do, Customer Experience and Quality can be Improved, The future has yet to be written, There is hope in a New Day, Never Say Die!, Initial conditions can mean a lot, Customer Experience and Quality can be Improved, Possible has yet to be defined, You can do it!, Never Say Die!, Small changes do add up, You will Prevail!, Customer Experience and Quality can be Improved.

Nsdtp! Never Say Die Throughput!, Nsdtp! Never Say Die Throughput!, You will Prevail!, Others do not get to claim ground on what you can and cannot do, Initial conditions can mean a lot, Past activation energy can be clear sailing, You will Prevail!, Possible has yet to be defined, Small changes do add up, Possible has yet to be defined, Customer Experience and Quality can be Improved, Customer Experience and Quality can be Improved, Small changes do add up, Small changes do add up, Customer Experience and Quality can be Improved.

Possible has yet to be defined, Initial conditions can mean a lot, Others do not get to claim ground on what you can and cannot do, Possible is Power, There is hope in a New Day, Others do not get to claim ground on what you can and cannot do, The future has yet to be written, You will Prevail!, There is hope in a New Day, Customer Experience and Quality can be Improved, Possible is Power, Possible has yet to be defined, Never Say Die!, Never Say Die!, You can do it!.

You will Prevail!, The future has yet to be written, Small changes do add up, Initial conditions can mean a lot, Past activation energy can be clear sailing, Others do not get to claim ground on what you can and cannot do, There is hope in a New Day, Small changes do add up, Don’t forget an extra bottle of water can change a lot, Never Say Die!, Encouragement Throughput has yet to be maximized, Nsdtp! Never Say Die Throughput!, The future has yet to be written, The future has yet to be written, You can do it!.

The future has yet to be written, Don’t forget an extra bottle of water can change a lot, Past activation energy can be clear sailing, Never Say Die!, Others do not get to claim ground on what you can and cannot do, You can do it!, Possible has yet to be defined, Possible has yet to be defined, Customer Experience and Quality can be Improved, The future has yet to be written, Don’t forget an extra bottle of water can change a lot, Past activation energy can be clear sailing, Initial conditions can mean a lot, Never Say Die!, Past activation energy can be clear sailing.

Past activation energy can be clear sailing, Possible has yet to be defined, The future has yet to be written, There is hope in a New Day, You will Prevail!, Small changes do add up, You can do it!, There is hope in a New Day, Encouragement Throughput has yet to be maximized, Past activation energy can be clear sailing, Possible has yet to be defined, Possible is Power, Initial conditions can mean a lot, Possible is Power, Possible has yet to be defined.

Initial conditions can mean a lot, You can do it!, There is hope in a New Day, Don’t forget an extra bottle of water can change a lot, Don’t forget an extra bottle of water can change a lot, Initial conditions can mean a lot, Don’t forget an extra bottle of water can change a lot, Encouragement Throughput has yet to be maximized, Don’t forget an extra bottle of water can change a lot, Possible has yet to be defined, Customer Experience and Quality can be Improved, Possible has yet to be defined, Nsdtp! Never Say Die Throughput!, You can do it!, Encouragement Throughput has yet to be maximized.

Encouragement Throughput has yet to be maximized, Customer Experience and Quality can be Improved, Never Say Die!, The future has yet to be written, Nsdtp! Never Say Die Throughput!, Nsdtp! Never Say Die Throughput!, Don’t forget an extra bottle of water can change a lot, Past activation energy can be clear sailing, There is hope in a New Day, The future has yet to be written, Small changes do add up, Possible has yet to be defined, There is hope in a New Day, Never Say Die!, Past activation energy can be clear sailing.

Ethics, Clean Water Support, Improved Magnify Studio, Habitat for Humanity, Improved Chemical Showers for Labs, Critical Thinking, Criminal Defense Law, Improved Science Support, Water Well Drilling, Habitat for Humanity, Teacher Appreciation, Throughput, Improved Hospitals, Improved English Support, Improved Telescopes, Electrical Safety, More Peace, Time Management, Habitat for Humanity, Water Bottles, Improved English Support, More Peacemaking, Improved Fire Codes, Ethics, Reduced Villain Level Contrast Training

Improved Learning, Electrical Safety, Reduced Oppression, Improved English Support, More Peacemaking, Seat Belts, Improved Architectural Blueprints, More Peacekeeping, More Peace building, Teacher Appreciation, Improved Optics, Human Rights, Time Management, Water Bottles, More Peacekeeping, Throughput, Improved Medical Tech, Improved Optics, Improved Battery Power, Improved Math Support, Improved Science Support, Improved Fire Codes, Improved Learning, Respect, Validation

Electrical Safety, Improved Math Support, Improved Medical Tech, Linguistics Training, Carbon Monoxide Detectors, More Peacekeeping, Electrical Safety, Improved Network Throughput and Reach, Improved Medical Research, Cancer Research, Geneva Convention, Human Rights, Ethics, Encouragement, Seat Belts, Geneva Convention, Human Rights, Disaster Risk Reduction, Teacher Training, More Peace building, Motorcycle Helmets, Motorcycle Helmets, More Peace building, Electrical Safety, Clean Water Support

Motorcycle Helmets, Improved International Relations, Reduced Miscommunication, Improved Science Support, Time Management, Critical Thinking, Problem Solving, Improved Architectural Blueprints, More Peace building, Electrical Safety, Water Well Drilling, Human Rights, More Peacekeeping, Respect, Improved Math Support, Carbon Monoxide Detectors, Validation, Human Rights, Habitat for Humanity, Electrical Safety, Improved Math Support, Seat Belts, More Peace building, Reduced Oppression, Improved International Relations

Improved Magnify Studio, Improved Telescopes, Reduced Oppression, Improved Learning, Teacher Appreciation, Glass of Water, Improved Magnify Studio, Teacher Training, More Peacekeeping, Habitat for Humanity, Improved Learning, Cancer Research, Less Burning Buildings, Problem Solving, Rescue Blankets, Improved Learning, Throughput, Diversity Training, Teacher Training, Improved Network Throughput and Reach, Focus, Improved Math Support, Improved Hospitals, More Peacemaking, Habitat for Humanity

Improved Network Throughput and Reach, Human Rights, Improved Network Throughput and Reach, Improved Science Support, Reduced Villain Level Contrast Training, Rescue Blankets, Teacher Training, Glass of Water, Improved Chemical Showers for Labs, Reduced Villain Level Contrast Training, Geneva Convention, Improved Math Support, Diversity Training, Water Well Drilling, Glass of Water, Reduced Cognitive Biases Training, Throughput, Diversity Training, Improved Hospitals, Glass of Water, More Peacemaking, Carbon Monoxide Detectors, Cancer Research, Teacher Training, Improved Microscopes

Cancer Research, Improved Hospitals, Electrical Safety, Improved Microscopes, Human Rights, Improved Battery Power, Improved Fire Codes, Water Bottles, Carbon Monoxide Detectors, Water Well Drilling, Improved Science Support, Throughput, Water Bottles, Focus, Human Rights, Clean Water Support, Improved Battery Power, Diversity Training, Improved Research Ethics, Improved Medical Tech, Rescue Blankets, Focus, More Peacemaking, Rescue Blankets, Improved Telescopes

Clean Water Support, Encouragement, Linguistics Training, Reduced Child Labor, Child Car Safety, Defensive Driving, Critical Thinking, Reduced Miscommunication, Improved Telescopes, Reduced Oppression, Reduced Miscommunication, Improved Medical Tech, Less Burning Buildings, Improved Telescopes, More Peace building, Diversity Training, Cancer Research, Criminal Defense Law, Geneva Convention, Ethics, More Peacemaking, Improved Battery Power, Improved Architectural Blueprints, Problem Solving, Water Desalination Plants

Linguistics Training, Reduced Cognitive Biases Training, Linguistics Training, Motorcycle Helmets, Reduced Miscommunication, Teacher Appreciation, Improved Medical Tech, Human Rights, Reduced Oppression, Validation, Respect, Improved Battery Power, Water Well Drilling, Respect, Improved Microscopes, Problem Solving, Human Rights, Encouragement, More Peacemaking, Problem Solving, Reduced Oppression, Throughput, Improved International Relations, Human Rights, Improved Battery Power

Defensive Driving, Defensive Driving, Ethics, Clean Water Support, Throughput, Improved Research Ethics, Habitat for Humanity, Improved Medical Research, Respect, More Peace building, Improved English Support, Carbon Monoxide Detectors, More Peace, More Peacemaking, Time Management, Child Car Safety, Reduced Oppression, Improved Medical Tech, Time Management, Less Burning Buildings, Clean Water Support, Electrical Safety, Improved Medical Tech, Child Car Safety, Validation

Clean your room, Eat your vegetables, Never Say Die!Clean your room, Always be safe in the lab, Never Say Die!Do the dishes, Always be safe in the lab, Never Say Die!Do the dishes, Eat your vegetables, you hug the lovable dictatorClean your room, Do the dishes, you hug the lovable dictatorEat your vegetables, Go pick up some important documents from work, Never Say Die!Always be safe in the lab, Clean your room, you hug the lovable dictatorDo the dishes, Eat your vegetables, Never Say Die!Go pick up some important documents from work, Go pick up some important documents from work, Hug a kittenDo the dishes, Eat your vegetables, The prettiest flowers have the most leaves

Reaction Time, Acceleration, Potential Energy, Microeconomics, Blizzard, Quantum Entanglement, Disrespect, Gravity, Real Change, Energy, Charming, Public Relations, Active Volcano, Nitrogen, “Allegory of the Cave” – Plato, Sociology, Expert, Irrational, Disrespect, Precedent, Apples, Bugs, Defense Law, Open Loop Systems, Thunderstorm

Peaches, Imagination, Variance, Normal, Enthalpy, Motion, Story, “Allegory of the Cave” – Plato, Fault Tolerance, Communicated Effectively, Positive Momentum, Thunderstorm, Shape, Pineapples, Reducing Child Labor, Expert, Joules, Defense Law, Riddles, Open Loop Systems, Entropy, Slippery Slope, Hydroelectric Power, Projections, Knowns upsold to Unknowns

Slippery Slope, Villian Level Contrast Victims, Illogical, Radiation, Green Energy, Thunderstorm, Comprehension, Peaches, Unknowns upsold to Knowns, Geothermal Power, Nitrogen, Inequality, Normal, High Pressure, Probabilities, Communicated Effectively, Green Energy, Tone, Schrodinger’s Cat, Relevance, Interpolation, Trajectories, Initial Conditions, Magnetism, Drilling Water Wells

Stress, Weakest Link, Energy, Defense Law, Open Loop Systems, Validation, Red Herring, Cheesecake, Valence, Experience, Context Clues, Apples, Coffee, Communism, Fault Tolerance, Probabilities, Reasonable, Superposition, Potential Energy, Psychology, Inequality, Conductivity, Drag, Appreciation, Cocunut

Liquidity, Neutron, Wind Power, Fast Choice, Contamination, Flags, Health Care, Buy In, Pain, Unreasonable, Unreasonable, Peaches, Maintenance, Small Contributions Respected, Anger Management, Bagels, Fault Tolerance, Morally Wrong, Expert, Typhoon, Charming, Symbolism, Illogical, Communism, Volume

Story, Practical, Imperfect System upsold to Perfect in Very Non Ideal Ways, Mosquitos, Dental Care, Scientific Notation, Schrodinger’s Cat, Pineapples, Measurement, Anger Management, Cantelope, Water, Competition, Weak Hypothesis, Impossible, Shortest Path, Equality, Shortest Path, Delayed Right Choice, Bugs, Knowns upsold to Unknowns, Red Herring, “I think therefore I am” – Rene Descarte, Thunderstorm, Health Care

Dental Care, Speed of Sound, Fuses, Low Pressure, Cantelope, Morally Right, Combustion, Ethics, Charming, The Problem of Evil, Wind Power, Blizzard, Cover, Useful Work, 4th Dimension, Momentum, Bagels, Encouragement, Don’t push against a brick wall, Cover, Reaction Time, Orbits, Feedback, Fast Choice, Communicated Effectively

Mosquitos, Precision and Accuracy, Forms – Aristotle, Context Clues, Variety, Reducing Child Labor, Acceleration, Acronyms, Power Efficiency, Rate of Change, Teams, Disease, Neutron, Carbon Monoxide Detector, Discouragement, Induction, Disaster Risk Reduction, Ability to Change Path, Direction, Symbolism, Thunderstorm, Maintenance, Coffee, Disrespect, Mood, Velocity

Reaction Time, Latency, Communicated Effectively, Thermodynamics, Red Herring, Morally Wrong, Villian Level Contrast Victims, Don’t push against a brick wall, Active Volcano, Knowns upsold to Unknowns, Activation Energy, Surface Area, Equivocation, Feedback, Precedent, Imperfect System upsold to Perfect in Very Non Ideal Ways, Reversive Process, Coffee, Illogical, Pattern Matching, Directed Power, Context Clues, Delayed Right Choice, Plot, Disease

Feedback Respected, Kinetic Energy, Low Pressure, Multiple Dimensions, Limits, Normal, Theoretical Problem Solving, Scientific Method, Atmosphere, Tangled Cords, Disrespect, Accessibility, Insulation, Puns, Watts, Wind Power, Activation Energy, Metaphors, Fast Choice, Research Ethics, Competition, Plumbs, Logic, Value, Adequate Support

Current Average: 1375 ms

Updated my Math Addition problem app to call generate support after answering 25 questions correctly

25 Addition practices I wouldn’t have otherwise, support generated here I wouldn’t have otherwise

Calls generate support on every 25 answered correctly (where answeredCorreclty%25==0)

Updated this class a bit, Free Starter Java Class, MIT License

package application;

import java.util.ArrayList;
import java.util.List;
import java.util.Random;
import java.util.logging.Logger;

import javafx.application.Application;
import javafx.geometry.Insets;
import javafx.geometry.Pos;
import javafx.scene.Scene;
import javafx.scene.canvas.Canvas;
import javafx.scene.canvas.GraphicsContext;
import javafx.scene.control.Alert;
import javafx.scene.control.Label;
import javafx.scene.control.TextField;
import javafx.scene.control.Alert.AlertType;
import javafx.scene.input.KeyCode;
import javafx.scene.input.KeyEvent;
import javafx.scene.layout.BorderPane;
import javafx.scene.layout.HBox;
import javafx.scene.layout.VBox;
import javafx.scene.paint.Color;
import javafx.scene.paint.Paint;
import javafx.scene.text.Font;
import javafx.stage.Stage;
import performance.PerformanceUtil;
import support.SupportMessageUtil;

public class Main extends Application {
	private Logger logger = Logger.getLogger(Main.class.getName());
	private Random random = new Random(System.nanoTime());
	private ArrayList<Integer> recordedTimes = new ArrayList<>();
	private int value1=2;
	private int value2=2;
	int questionsAnsweredCorrectly=0;
	
	public Canvas createCanvas() {
		Canvas canvas = new Canvas(25,25);
		canvasToColor(canvas,Color.RED);
		canvas.setWidth(25);
		canvas.setHeight(25);
		
		return canvas;
	}
	
	public void canvasToColor(Canvas canvas, Color color) {
		GraphicsContext graphicsContext = canvas.getGraphicsContext2D();
		graphicsContext.setFill(Paint.valueOf(color.toString()));
		graphicsContext.fillRect(0, 0, 25, 25);
	}
	
	Label encouragementLabel = new Label("Never Say Die!");
	Label problemSolvedInLabel = new Label("Problem Solved in:  ms");
	Label averageLabel = new Label("Average:  ms");
	
	class Question {
		int a;
		int b;
		int reanswerdRight=0;
	}
	
	ArrayList<Question> questionsAnsweredWrong = new ArrayList<>();
	
	BorderPane root = new BorderPane();
	Scene scene;
	VBox vbox = new VBox();
	Canvas canvas = createCanvas();
	Label answerCheckLabel;
	HBox hbox = new HBox();
	Label problemLabel;
	Label equalsLabel = new Label(" = ");
	TextField answerField = new TextField();
	
	private void setupComponents(Stage primaryStage) {
		setupRootElement(primaryStage);
		
		root.getChildren().add(vbox);
		vbox.getChildren().add(canvas);
		vbox.setMinHeight(400);

		setupAnswerCheckLabel();
		
		vbox.getChildren().add(hbox);			
		setupFormattingOnHorizontalBox();
		
		setupAndAddProblemLabels();
		
		hbox.getChildren().add(answerField);
		hbox.autosize();

		vbox.getChildren().addAll(encouragementLabel,problemSolvedInLabel,averageLabel);			
		vbox.autosize();
	}
	
	private void setupRootElement(Stage primaryStage) {
		scene = new Scene(root,400,500);
		scene.getStylesheets().add(getClass().getResource("application.css").toExternalForm());
		primaryStage.setScene(scene);			
		primaryStage.show();
	}
	
	private void setupAnswerCheckLabel() {
		answerCheckLabel = new Label("Test");
		answerCheckLabel.setMinWidth(400);
		answerCheckLabel.setMinHeight(200);
		answerCheckLabel.setAlignment(Pos.CENTER);
		vbox.getChildren().add(answerCheckLabel);
	}
	
	private void setupFormattingOnHorizontalBox() {
		hbox.setPadding(new Insets(10,10,10,10));
		hbox.setMinWidth(400);
		hbox.setMinHeight(200);
		hbox.setAlignment(Pos.CENTER);
	}
	
	private void setupAndAddProblemLabels() {
		problemLabel = new Label(value1+" + "+value2);
		problemLabel.setFont(Font.font(20));
		PerformanceUtil.getInstance().start();
		hbox.getChildren().add(problemLabel);
		hbox.getChildren().add(equalsLabel);
	}
	
	private void processCorrectAnswer() {
		logAndDisplayAnswerIsCorrect();
	}
	
	private void logAndDisplayAnswerIsCorrect() {
		canvasToColor(canvas,Color.GREEN);
		answerCheckLabel.setText("Answer is correct");
		System.out.println("Answer is correct");
		PerformanceUtil.getInstance().stop();
		System.out.println("Problem solved in: "+PerformanceUtil.getInstance().getRecordedTime()+" ns");
		System.out.println("Problem solved in: "+PerformanceUtil.getInstance().getRecordedTimeMilliseconds()+" ms");
		recordedTimes.add(PerformanceUtil.getInstance().getRecordedTimeMilliseconds());
		problemSolvedInLabel.setText("Problem Solved in: "+PerformanceUtil.getInstance().getRecordedTimeMilliseconds()+" ms");
		
		questionsAnsweredCorrectly++;
		
		displayEncouragementAlertOrAskAnotherQuestion();
	}
	
	private void displayEncouragementAlertOrAskAnotherQuestion() {
		if (questionsAnsweredCorrectly%25==0) {
			String support = SupportMessageUtil.generateSupport();
			logger.info(support);
			Alert alert = new Alert(AlertType.INFORMATION);
			alert.setTitle("Good Work! Never Say Die!");
			alert.setHeaderText(questionsAnsweredCorrectly+" Questions Answered Correctly!");
			alert.setContentText("Good Work! Never Say Die!");
			alert.show();
			alert.setOnCloseRequest((event) -> {
				finishProcessCorrectAnswer();
			});
     	} else {
     		finishProcessCorrectAnswer();
     	}
	}
	
	private void finishProcessCorrectAnswer() {
		computeAverage();
		reduceOrRemoveFromQuestionsAnsweredWrongList();		
		loadNewQuestion();
	}
	
	private void reduceOrRemoveFromQuestionsAnsweredWrongList() {
		List<Question> questions = questionsAnsweredWrong.stream().filter(q -> q.a==value1 && q.b==value2).toList();
		
		if (questions.size()>0) {
			Question question = questions.get(0);
			question.reanswerdRight++;
			if (question.reanswerdRight==3) { // Answered right 3 times, remove from questionsAnsweredWrong
				logger.info("Wrong Question Answered Right 3 times");
				questionsAnsweredWrong.remove(question);
			}
		}		
	}
	
	private void loadNewQuestion() {
		answerField.setText("");
		
		// 1 out of 4 times ask missed question
		if (questionsAnsweredWrong.size()>0 && random.nextInt(0,3)==0) {
			logger.info("Reasking Wrong Question");
			// get random element from questonsAnsweredWrong
			int randomElement = random.nextInt(0,questionsAnsweredWrong.size());
			Question question = questionsAnsweredWrong.get(randomElement);
			value1 = question.a;
			value2 = question.b;
		} else {
			value1 = random.nextInt(0,10);
			value2 = random.nextInt(0,10);
		}
		PerformanceUtil.getInstance().start();
		problemLabel.setText(value1+" + "+value2);		
	}
	
	private void processIncorrectAnswer() {
		List<Question> questions = questionsAnsweredWrong.stream().filter(q -> q.a==value1 && q.b==value2).toList();
		
		if (questions.size()>0) {
			questions.get(0).reanswerdRight--;
		} else {
			Question question = new Question();
			question.a = value1;
			question.b = value2;
			questionsAnsweredWrong.add(question);
		}
		
		
		canvasToColor(canvas,Color.RED);
		answerCheckLabel.setText("Answer is incorrect");
		System.out.println("Answer is incorrect");
		System.out.println("Problem solving running time: "+PerformanceUtil.getInstance().getRunningTime()+" ns");
	}
	
	private void handleAnswerEvent() {
		System.out.println("Enter Key Released: "+answerField.getText());
		try {					
			int value = Integer.parseInt(answerField.getText());
			int sum = value1+value2;
			if (value == sum) {
				processCorrectAnswer();
			} else {
				processIncorrectAnswer();
			} 
		} catch (NumberFormatException e) {
			System.out.println("Could not parse number");
		}		
	}
	
	@Override
	public void start(Stage primaryStage) {
		try {
			setupComponents(primaryStage);
			
			answerField.setFont(Font.font(20));
			answerField.setOnKeyReleased((event) -> {
				KeyEvent keyEvent = (KeyEvent) event;
				if (event.getCode()==KeyCode.ENTER) {
					handleAnswerEvent();
				}
			});
		} catch(Exception e) {
			e.printStackTrace();
		}
	}
	
	public void computeAverage() {
		int sum=0;
		for (int i=0; i<recordedTimes.size(); i++) {
			sum+=recordedTimes.get(i);
		}
		int average = sum/recordedTimes.size();
		System.out.println("Current Average: "+average+" ms");
		averageLabel.setText("Average: "+average+" ms");
	}
	
	public static void main(String[] args) {
		launch(args);
	}
}

Splitting this up into multiple files with a Model View Controller setup can increase the ability to maintain it. One file is useful for getting people moving with Java and JavaFX more swiftly. Getting it to run still requires Java and JavaFX packages, also my support generation library would be available if I was not being limited. Thus the generate support method currently will not.

Society likely cursed with less support until they stop limiting me.

Now Society in 2400 will have a head start App to facilitate Math Learning

Wise to invest in appreciation for people that can add 25 numbers correctly. Why you ask? Artificial Intelligence has the potential to replace many if not all jobs. Humans rewarded for doing small tasks right is something we want to invest in for future generations.

Mean society took away my Pattern Matching lesson for the world.

https://en.wikipedia.org/wiki/Pattern_matching

May regular expressions function better for those not involved.

https://docs.oracle.com/javase/7/docs/api/java/util/regex/Pattern.html

[c]or[rabc]uption?

https://www.w3schools.com/java/java_regex.asp

If the [sabc]hoe [efg]its, Pattern.compile()

[4-9] fired executives possible?

The pattern says greater than 3

flatMap vs map on Streams API?

https://stackoverflow.com/questions/69010763/pattern-matching-using-java-streams

https://www.baeldung.com/java-difference-map-and-flatmap

https://www.geeksforgeeks.org/difference-between-map-and-flatmap-in-java-stream/

Pattern matching with Streams API, take and break upon sentences of paragraphs (“period”). Then take that list of sentences and create a list of all words that start with S.

So if you have a paragraph like this. Then state sally sells seashells. Potentially at the sea shore.

Output list should look like

[So, state, sally, sells, seashells, sea, shore]

period is a special character in Pattern matcher class, thus needs to be escaped like “\\.” to split on sentences

        String testString = "So if you have a paragraph like this.  Then state sally sells seashells.  Potentially at the sea shore.";

        System.out.println("Test String: "+testString);

        List<String> sentences = List.of(testString.split("\\."));
        List<String> sWords = List.of(testString.split("\\."))
                .stream().flatMap((element) -> {
                    String words[] = element.split(" ");
                    List<String> sWordsInSentence = List.of(words)
                            .stream().filter((word) -> word.matches("[Ss].*")).toList();
                    return sWordsInSentence.stream();
                }).toList();

        sWords.stream().forEach((element) -> System.out.println(element));

Outputs the following

Test String: So if you have a paragraph like this.  Then state sally sells seashells.  Potentially at the sea shore.
So
state
sally
sells
seashells
sea
shore

A good reminder for Alliteration

Probably could be tailored to pick out instances of Alliteration from a novel.

When does a set of words officially qualify as alliteration? Two words or Three words?

Show Something Powerfully Proclaimed?

Macroscopic Magnificent Metaphorical Metaphironizing Juxtaphorsition?

Can easily be tailored to pull out all the words based upon letter

Needs to be a utility class for all the letters in alphabet, maybe there is one already built into Java.

Looks like char can be incremented using ++ thus char letter = ‘c’++; equals d or c? vs char letter = ++”c”;? Looks like ++ requires a variable

        char letter1 = 'c';
        System.out.println('c');
        System.out.println("letter1++"+letter1++);
        System.out.println("++letter1"+(++letter1));

Prints the following

c
letter1++c
++letter1e

Looks like Variable++ increments the letter to d after printing

Looks like ++Variable increments the letter to e then prints

Updated the code

        String testString = "So if you have a paragraph like this.  Then state sally sells seashells.  Potentially at the sea shore.";

        System.out.println("Test String: "+testString);

        char letter1 = 'c';
        System.out.println('c');
        System.out.println("letter1++"+letter1++);
        System.out.println("++letter1"+(++letter1));

        for (char letter='a'; letter<='z'; letter++) {
            char upperCase = Character.toUpperCase(letter);
            String pattern = "["+upperCase+letter+"].*";
            System.out.print(""+upperCase+letter+" - ");
            List<String> sWords = List.of(testString.split("\\."))
                    .stream().flatMap((element) -> {
                        String words[] = element.split(" ");
                        List<String> sWordsInSentence = List.of(words)
                                .stream().filter((word) -> word.matches(pattern)).toList();
                        return sWordsInSentence.stream();
                    }).toList();

            sWords.stream().forEach((element) -> System.out.print(element+" "));
            System.out.print("\n");
        }

Outputs

Test String: So if you have a paragraph like this.  Then state sally sells seashells.  Potentially at the sea shore.
c
letter1++c
++letter1e
Aa - a at 
Bb - 
Cc - 
Dd - 
Ee - 
Ff - 
Gg - 
Hh - have 
Ii - if 
Jj - 
Kk - 
Ll - like 
Mm - 
Nn - 
Oo - 
Pp - paragraph Potentially 
Qq - 
Rr - 
Ss - So state sally sells seashells sea shore 
Tt - this Then the 
Uu - 
Vv - 
Ww - 
Xx - 
Yy - you 
Zz - 

Can be further updated to count number of times each word is used

Useful tool for writers to know which words they are using most. Potentially useful for editors.

Updated further

        String testString = "So if you have a paragraph like this.  Then state sally sells seashells.  Potentially at the sea shore.";

        System.out.println("Test String: "+testString);

        char letter1 = 'c';
        System.out.println('c');
        System.out.println("letter1++"+letter1++);
        System.out.println("++letter1"+(++letter1));

        HashMap<String,List<String>> lettersWords = new HashMap<>();

        for (char letter='a'; letter<='z'; letter++) {
            char upperCase = Character.toUpperCase(letter);
            String pattern = "["+upperCase+letter+"].*";
            String upperAndLower = ""+upperCase+letter;
            List<String> sWords = List.of(testString.split("\\."))
                    .stream().flatMap((element) -> {
                        String words[] = element.split(" ");
                        List<String> sWordsInSentence = List.of(words)
                                .stream().filter((word) -> word.matches(pattern)).toList();
                        return sWordsInSentence.stream();
                    }).toList();
            if (sWords.size()>0) {
                lettersWords.put(upperAndLower, sWords);
            }
        }

        lettersWords.forEach((key,elements) -> {
            System.out.println(key+ " - "+elements.toString());
        });

Output is the following

Test String: So if you have a paragraph like this.  Then state sally sells seashells.  Potentially at the sea shore.
c
letter1++c
++letter1e
Aa - [a, at]
Hh - [have]
Ii - [if]
Ll - [like]
Pp - [paragraph, Potentially]
Ss - [So, state, sally, sells, seashells, sea, shore]
Tt - [this, Then, the]
Yy - [you]

Counting matching elements in java?

Looks like there is a Collections.frequency

https://www.w3docs.com/snippets/java/how-to-count-the-number-of-occurrences-of-an-element-in-a-list.html#:~:text=in%20a%20List-,To%20count%20the%20number%20of%20occurrences%20of%20an%20element%20in,element%20appears%20in%20the%20collection.

Updated now is printing out the following

Test String: So if you have a paragraph like this.  Then state sally sells seashells.  Potentially at the sea shore. This is a test sentence that promotes unit test testing where the word test is used in more than one test.
c
letter1++c
++letter1e
Aa - 
   a - 2
   at - 1
   a - 2
Ii - 
   if - 1
   is - 2
   is - 2
   in - 1
Mm - 
   more - 1
Oo - 
   one - 1
Ss - 
   So - 1
   state - 1
   sally - 1
   sells - 1
   seashells - 1
   sea - 1
   shore - 1
   sentence - 1
Uu - 
   unit - 1
   used - 1
Ww - 
   where - 1
   word - 1
Yy - 
   you - 1
Hh - 
   have - 1
Ll - 
   like - 1
Pp - 
   paragraph - 1
   Potentially - 1
   promotes - 1
Tt - 
   this - 1
   Then - 1
   the - 2
   This - 1
   test - 4
   that - 1
   test - 4
   testing - 1
   the - 2
   test - 4
   than - 1
   test - 4

The code that output was generated from is as following:

        String testString = "So if you have a paragraph like this.  Then state sally sells seashells.  Potentially at the sea shore. This is a test sentence that promotes unit test testing where the word test is used in more than one test.";

        System.out.println("Test String: "+testString);

        char letter1 = 'c';
        System.out.println('c');
        System.out.println("letter1++"+letter1++);
        System.out.println("++letter1"+(++letter1));

        HashMap<String,List<String>> lettersWords = new HashMap<>();

        for (char letter='a'; letter<='z'; letter++) {
            char upperCase = Character.toUpperCase(letter);
            String pattern = "["+upperCase+letter+"].*";
            String upperAndLower = ""+upperCase+letter;
            List<String> sWords = List.of(testString.split("\\."))
                    .stream().flatMap((element) -> {
                        String words[] = element.split(" ");
                        List<String> sWordsInSentence = List.of(words)
                                .stream().filter((word) -> word.matches(pattern)).toList();
                        return sWordsInSentence.stream();
                    }).toList();
            if (sWords.size()>0) {
                lettersWords.put(upperAndLower, sWords);
            }
        }

        lettersWords.forEach((key,elements) -> {
            System.out.println(key+ " - ");
            elements.forEach((element) -> {
                System.out.println("   "+element+" - "+ Collections.frequency(elements,element));
            });
        });

Worthwhile to move that count to another HashMap

        HashMap<String,Integer> wordCount = new HashMap<>();

        lettersWords.forEach((key,elements) -> {
            elements.forEach((element) -> {
                int frequency = Collections.frequency(elements,element);
                wordCount.put(element,frequency);
            });
        });

        wordCount.forEach((key,count) -> {
            System.out.println(key+" - "+count);
        });

HashMap does not maintain order, worth noting

paragraph - 1
used - 1
sea - 1
that - 1
than - 1
have - 1
This - 1
where - 1
Then - 1
state - 1
promotes - 1
if - 1
you - 1
sentence - 1
a - 2
test - 4
in - 1
sells - 1
seashells - 1
like - 1
more - 1
one - 1
testing - 1
shore - 1
this - 1
sally - 1
is - 2
the - 2
unit - 1
at - 1
Potentially - 1
So - 1
word - 1

Potentially a useful bar of measurement for future programming languages, how many lines of code does it require to break a novel of text into word counts.

Streams and counts are useful, ability to process each paragraph of a novel like stream into increments to word counts in a HashMap.

I wonder how find in file works with differently formatted files. Find in a zip file likely requires unzipping.

https://7-zip.org/

Simple programming task? Java has zip and unzip utilities built in. Search a file as normal if .txt and if file extension is zip, unzip then search files that are .txt?

A script that could search compressed files swiftly created in advance could likely save a lot of time.

Potentially useful for a performance test, add some gigabyte sized zip files and compute search to result time for new systems. Search potentially a concurrent problem when data transfer is not the weakest link. Processing on multiple files is possible. If the CPU processes faster than hard drive gets data into memory then there could be an issue with bottlenecked via the hard drive data transfer speed.

Precomputed and preprocessed lazy loaded values already generated into documents potentially more useful as data transfer becomes fast and cheap. All potential states of an application potentially replicable.

Society invests in processing, does not always capitalize on processing already completed. If a map of sin and cos values could be generated for 0.1 increments of degrees on 360 degrees, thus 3600 different values, would those 3600 different values in an array be cheaper than formula required to generate sine or cosine?

Potential for common math functions that are reused time and time again to be mapped into very fast cache like memory that requires less computation. Able to generalize computation is useful, potential for enabling the future based upon calculations made today is easily forgotten.

Profiling knowledge about what methods are called the most and what methods take the longest to complete factors into flagged potential for greater throughput.

Backgrounds in images move less (further away from the action) potential for able to cache more.

Sine of 3.14 from map: 0.0015926529165099209
Computed sine: 0.0015926529164868282

Cosine of 3.14 from map: -0.9999987317275395
Computed cosine: -0.9999987317275395

Tan of 3.14 from map: -0.0015926549364303157
Computed Tan of 3.14: -0.001592654936407223

Swift ways to verify can be powerful

       double twoPi=Math.PI*2;
        HashMap<String,Double> sineMap = new HashMap<>();
        HashMap<String,Double> cosineMap = new HashMap<>();
        HashMap<String,Double> tanMap = new HashMap<>();
        for (double r=0.0; r<twoPi; r+=0.01) {
            DecimalFormat decimalFormat = new DecimalFormat();
            String valueAsTwoDigitString = String.format("%.2f",r);
            sineMap.put(valueAsTwoDigitString, Math.sin(r));
            cosineMap.put(valueAsTwoDigitString, Math.cos(r));
            tanMap.put(valueAsTwoDigitString, Math.tan(r));
        }

        System.out.println("Sine of 3.14 from map: "+sineMap.get("3.14"));
        System.out.println("Computed sine: "+Math.sin(3.14)+'\n');

        System.out.println("Cosine of 3.14 from map: "+cosineMap.get("3.14"));
        System.out.println("Computed cosine: "+Math.cos(3.14)+'\n');

        System.out.println("Tan of 3.14 from map: "+tanMap.get("3.14"));
        System.out.println("Computed Tan of 3.14: "+Math.tan(3.14)+'\n');

one million executions of Math.sin(3.14) vs one million gets from the same hashmap?

first run, timed in milliseconds

Sine from HashMap for 1 million calls: 23
Sine computed for 1 million calls: 17

from following code

        double value;
        double computedValue;
        PerformanceUtil.getInstance().startInstant();
        for (int i=0; i<1_000_000; i++) {
            computedValue = sineMap.get("3.14");
            computedValue += i;
        }
        PerformanceUtil.getInstance().stopInstant();

        long time1Milliseconds = PerformanceUtil.getInstance().getInstantDifferenceMilliseconds();

        PerformanceUtil.getInstance().startInstant();
        for (int i=0; i<1_000_000; i++) {
            computedValue = Math.sin(3.14);
            computedValue += i;
        }
        PerformanceUtil.getInstance().stopInstant();

        long time2Milliseconds = PerformanceUtil.getInstance().getInstantDifferenceMilliseconds();

        System.out.println("Sine from HashMap for 1 million calls: "+time1Milliseconds);
        System.out.println("Sine computed for 1 million calls: "+time2Milliseconds);

One would expect the same call to HashMap one million times would execute faster than just computing sine

Changing the code to

        double value;
        double computedValue;
        PerformanceUtil.getInstance().startInstant();
        computedValue = sineMap.get("3.14");
        double inLoopValue;
        for (int i=0; i<1_000_000; i++) {
            inLoopValue = computedValue;
            inLoopValue += i;
        }
        PerformanceUtil.getInstance().stopInstant();

        long time1Milliseconds = PerformanceUtil.getInstance().getInstantDifferenceMilliseconds();

        PerformanceUtil.getInstance().startInstant();
        for (int i=0; i<1_000_000; i++) {
            computedValue = Math.sin(3.14);
            computedValue += i;
        }
        PerformanceUtil.getInstance().stopInstant();

        long time2Milliseconds = PerformanceUtil.getInstance().getInstantDifferenceMilliseconds();

        System.out.println("Sine from HashMap for 1 million calls: "+time1Milliseconds);
        System.out.println("Sine computed for 1 million calls: "+time2Milliseconds);

Changes output to

Sine from HashMap for 1 million calls: 10
Sine computed for 1 million calls: 18

Though output likely can change given current processing load on the system.

Second run

Sine from HashMap for 1 million calls: 11
Sine computed for 1 million calls: 19

Good to know stored variable access cheaper than two calls to a HashMap

Precision is useful enabled in certain directions, capitalizing on that can be high value added

A more complicated problem that might be something like sine of x2 cosine of x3 and tan of x4, if computed for similar radians and precision need not be ideal could likely be computed in advance and stored in a HashMap.

Overly complicated math problems that can be computed in advance to become a simple get this value can be powerful as long as greater precision is unlikely to be required in the near future.

Like a boolean sunInSky true or false. Could be useful in regions for determining if it is night or day in regions where cloud cover might be less.

How precise location of sunInSky needs to be tracked? For applications like solar panel controllers? Solar panels that automatically track the sun

A transistor with 8 different states versus on and off. Two of those transistors could hold how many states?

64 states

Add in one more and that grows to 512 states

If one could take the top 512 Words used in the English language and assign each of them one of those states

512 is Oct 1000

Thus 511 is Oct 777

The 100 most common words in English

Possibly could be compressed further with top 512 phrases in English

00 Please try again
01 There is a bug in the software
10 We need to test more
11 The solution is ready for prime time

A lot could be communicated with a short encoding

10? When we need to be at 11?

When will we be at 11?

How many 01s?

100 – Never Say Die!

101 – There is no time for that?

Moving up to 10_000_000 calls, in milliseconds

Sine from HashMap for 1 million calls: 18
Sine computed for 1 million calls: 240

thus at 50_000_000 calls

Sine from HashMap for 1 million calls: 18
Sine computed for 1 million calls: 677

Forgetting to update the output statements easy to do

        double value;
        double computedValue;
        PerformanceUtil.getInstance().startInstant();
        computedValue = sineMap.get("3.14");
        double inLoopValue;
        for (int i=0; i<1_000_000_000; i++) {
            inLoopValue = computedValue;
            inLoopValue += i;
        }
        PerformanceUtil.getInstance().stopInstant();

        long time1Milliseconds = PerformanceUtil.getInstance().getInstantDifferenceMilliseconds();

        PerformanceUtil.getInstance().startInstant();
        for (int i=0; i<1_000_000_000; i++) {
            computedValue = Math.sin(3.14);
            computedValue += i;
        }
        PerformanceUtil.getInstance().stopInstant();

        long time2Milliseconds = PerformanceUtil.getInstance().getInstantDifferenceMilliseconds();

        System.out.println("Sine from HashMap for 1 billion calls: "+time1Milliseconds);
        System.out.println("Sine computed for 1 billion calls: "+time2Milliseconds);

Output in milliseconds is

Sine from HashMap for 1 billion calls: 17
Sine computed for 1 billion calls: 11375

Thus for one billion calls to sine of Math.sine(3.14) the precomputed value plus an addition takes 17 milliseconds where as a call to Math.sine(3.14) on each call incurs an 11 second loss.

Sine of pi is 0 and Cosine of pi is -1 computed and known in advance is power.

PI is 180 degrees, 2 PI is 360 degrees, Windows Calculator plus Scientific mode uses degrees by default

Potential for a Cached Lazy Loaded Math Sine function that could increase performance in Java

limit the hashmap keys to a certain number of decimal places

if not computed before, compute then add to map

LazyLoadedMathUtil?

Java Class I have created but have not tested yet, I provide freely, MIT License

package math;

import java.util.HashMap;

public class LazyLoadedMathUtil {
	private static int decimalPlacesOfPrecision=3;
	private static HashMap<String, Double> sineMap = new HashMap<>();
	private static HashMap<String, Double> cosineMap = new HashMap<>();
	private static HashMap<String, Double> tanMap = new HashMap<>();
	private static String decimalFormatPattern = "%."+decimalPlacesOfPrecision+"f";
	
	public double sine(double radians) {
		String parameter = String.format(decimalFormatPattern,radians);
		Double value = sineMap.get(parameter);
		if (null!=value) {
			value = Math.sin(radians);
			sineMap.put(parameter, value);
		}

		return value;		
	}	

	public double cos(double radians) {
		String parameter = String.format(decimalFormatPattern,radians);
		Double value = cosineMap.get(parameter);
		if (null!=value) {
			value = Math.cos(radians);
			sineMap.put(parameter, value);
		}

		return value;		
	}
	
	public double tan(double radians) {
		String parameter = String.format(decimalFormatPattern,radians);
		Double value = tanMap.get(parameter);
		if (null!=value) {
			value = Math.tan(radians);
			sineMap.put(parameter, value);
		}

		return value;		
	}	
}

Potential to tune to cost of HashMap search time

Updated

package math;

import java.util.HashMap;

public class LazyLoadedMathUtil {
	private static int decimalPlacesOfPrecision=3;
	private static HashMap<String, Double> sineMap = new HashMap<>();
	private static HashMap<String, Double> cosineMap = new HashMap<>();
	private static HashMap<String, Double> tanMap = new HashMap<>();
	private static String decimalFormatPattern = "%."+decimalPlacesOfPrecision+"f";
	
	public static double sine(double radians) {
		String parameter = String.format(decimalFormatPattern,radians);
		Double value = sineMap.get(parameter);
		if (null==value) {
			value = Math.sin(radians);
			sineMap.put(parameter, value);
		}

		return value;		
	}	

	public static double cos(double radians) {
		String parameter = String.format(decimalFormatPattern,radians);
		Double value = cosineMap.get(parameter);
		if (null==value) {
			value = Math.cos(radians);
			sineMap.put(parameter, value);
		}

		return value;		
	}
	
	public static double tan(double radians) {
		String parameter = String.format(decimalFormatPattern,radians);
		Double value = tanMap.get(parameter);
		if (null==value) {
			value = Math.tan(radians);
			sineMap.put(parameter, value);
		}

		return value;		
	}	
}

HashMap calls are cheap in some cases, far from free

Following output

Sine from HashMap for 1 million calls: 11 ms
Sine computed for 1 million calls: 22 ms
Sine from LazyLoadedMathUtil for 1 million calls: 742 ms
Sine from LazyLoadedMathUtil for 1 million calls loaded outside of loop: 11 ms

Based on

        double value;
        double computedValue;
        PerformanceUtil.getInstance().startInstant();
        computedValue = sineMap.get("3.14");
        double inLoopValue;
        for (int i=0; i<1_000_000; i++) {
            inLoopValue = computedValue;
            inLoopValue += i;
        }
        PerformanceUtil.getInstance().stopInstant();

        long time1Milliseconds = PerformanceUtil.getInstance().getInstantDifferenceMilliseconds();

        PerformanceUtil.getInstance().startInstant();
        for (int i=0; i<1_000_000; i++) {
            computedValue = Math.sin(3.14);
            computedValue += i;
        }
        PerformanceUtil.getInstance().stopInstant();

        long time2Milliseconds = PerformanceUtil.getInstance().getInstantDifferenceMilliseconds();

        PerformanceUtil.getInstance().startInstant();
        for (int i=0; i<1_000_000; i++) {
            computedValue = LazyLoadedMathUtil.sine(3.14);
            computedValue += i;
        }
        PerformanceUtil.getInstance().stopInstant();

        long time3Milliseconds = PerformanceUtil.getInstance().getInstantDifferenceMilliseconds();

        PerformanceUtil.getInstance().startInstant();
        computedValue = LazyLoadedMathUtil.sine(3.14);
        for (int i=0; i<1_000_000; i++) {
            inLoopValue = computedValue;
            inLoopValue += i;
        }
        PerformanceUtil.getInstance().stopInstant();

        long time4Milliseconds = PerformanceUtil.getInstance().getInstantDifferenceMilliseconds();

        System.out.println("Sine from HashMap for 1 million calls: "+time1Milliseconds+" ms");
        System.out.println("Sine computed for 1 million calls: "+time2Milliseconds+" ms");
        System.out.println("Sine from LazyLoadedMathUtil for 1 million calls: "+time3Milliseconds+" ms");
        System.out.println("Sine from LazyLoadedMathUtil for 1 million calls loaded outside of loop: "+time4Milliseconds+" ms");

Processing excessive amounts on main thread can freeze up JavaFX User Interface, I moved the following to a different thread

        ThreadUtil.addTask( () -> {
            double computedThreadValue;
            PerformanceUtil.getInstance().startInstant();
            for (int i=0; i<1_000_000_000; i++) {
                computedThreadValue = LazyLoadedMathUtil.sine(3.14);
                if (i%10_000_000==0)
                {
                    System.out.println("Computed iterations: "+i);
                }
                computedThreadValue += i;
            }
            PerformanceUtil.getInstance().stopInstant();
            long time3Milliseconds = PerformanceUtil.getInstance().getInstantDifferenceMilliseconds();

            System.out.println("Sine from LazyLoadedMathUtil for 1 billion calls: "+time3Milliseconds+" ms");
        });

Prints out every 10 million iterations and takes substantially longer

Not every day that a simple choice between something in the loop versus outside of the loop can completely change performance

Many method calls can be one offs and not called many times

Might be useful for gauging future computer performance, how long 1 billion calls to the same HashMap value takes

Operations that require lots of HashMap calls likely good candidates for multithreading

Output finally arrived

....
Computed iterations: 900000000
Computed iterations: 910000000
Computed iterations: 920000000
Computed iterations: 930000000
Computed iterations: 940000000
Computed iterations: 950000000
Computed iterations: 960000000
Computed iterations: 970000000
Computed iterations: 980000000
Computed iterations: 990000000
Sine from LazyLoadedMathUtil for 1 billion calls: 474208 ms

474 seconds / 60 = 7.83 minutes

Updated using my ThreadUtil and ThreadOrderProcess classes to run in Paralle

        ThreadUtil.addTask( () -> {
                    Runnable method = () -> {
                        double computedThreadValue;

                        for (int i = 0; i < 250_000_000; i++) {
                            computedThreadValue = LazyLoadedMathUtil.sine(3.14);
                            if (i % 10_000_000 == 0) {
                                System.out.println("Computed iterations: " + i);
                            }
                            computedThreadValue += i;
                        }

                    };

                    ArrayList<Runnable> parallelTasks = new ArrayList<>(List.of(method, method, method, method));

                    PerformanceUtil.getInstance().startInstant();
                    ThreadOrderProcessUtil.runParallelProcess("Lazy Loaded Math Calls", parallelTasks, true);
                    PerformanceUtil.getInstance().stopInstant();
                    long time3Milliseconds = PerformanceUtil.getInstance().getInstantDifferenceMilliseconds();

                    System.out.println("Sine from LazyLoadedMathUtil for 4*250 million calls: " + time3Milliseconds + " ms");
                });

Potentially not thread safe, all might need their own version of the lazy loaded hashmap. While race condition less likely in this case possible in other cases.

Found an odd bug where a particular logging line caused the JVM to exit

First result with slight lag due to a debug line added

process complete successful
Sine from LazyLoadedMathUtil for 4*250 million calls: 150362 ms

2.5 minutes using 4 cores to make calls to the Lazy Loaded HashMap vs 8 minutes for 1 core for 1 billion calls.

without the breakpoint, this time

process complete successful
Sine from LazyLoadedMathUtil for 4*250 million calls: 151300 ms

very odd one line of logging code is causing JVM to break

package process;

import java.util.ArrayList;
import java.util.concurrent.ConcurrentHashMap;
import java.util.logging.Logger;

import multithreading.ThreadUtil;

public class ThreadOrderProcessUtil {
	private static Logger logger = Logger.getLogger(ThreadOrderProcessUtil.class.getName());
	
	private static void log(final boolean enableLog, final String message) {
		if (enableLog) {
			logger.info(message);
		}
	}
	
	public static ProcessComplete runSequentialProcess(String processName, ArrayList<Runnable> sequentialProcessList, 
			boolean enableLog) {
		log(enableLog,processName+" started");
		
		try {
			for (int i=0; i<sequentialProcessList.size(); i++) {			
				Runnable step = sequentialProcessList.get(i);
				log(enableLog,processName+" running step "+i);
				step.run();
				log(enableLog,processName+" completed step "+i);
			}
			
			log(enableLog,processName+" finished successfully");
			return new ProcessComplete(true, true);
		} catch (Exception e) {
			return new ProcessComplete(true, false);
		}
	}
	
	
	
	public static ArrayList<Runnable> lastProcessed;
	
	// Method that runs a set of Parallel tasks and then blocks/sleeps/polls until all
	// queued threads are complete
	// *********************************************
	// TODO: Fix nasty buy where process shows as completed does not line up with versioning on classes
	public static ProcessComplete runParallelProcess(String processName, ArrayList<Runnable> parallelProcessList,
			boolean enableLog)
	{
		log(enableLog,processName+" started");
		
		final ConcurrentHashMap<Integer, Boolean> completedMap = new ConcurrentHashMap<>();
		
		try {
			for (int i=0; i<parallelProcessList.size(); i++) {			
				Runnable step = parallelProcessList.get(i);
				log(enableLog,processName+" queueing step "+i);
				final int stepId=i;
				ThreadUtil.addTask(() -> {
					step.run();
					completedMap.put(stepId, true);
					// System.out.println("Step "+stepId+" has completed");
				});
			}
			
			boolean waiting=true;
			
			while (waiting) {				
				if (completedMap.size()==parallelProcessList.size())
				{
					waiting=false;
				}
				
				try {
					Thread.sleep(100);
				} catch (InterruptedException e) {
					
				}
			}
			
			lastProcessed = parallelProcessList;
			log(enableLog,processName+" finished successfully"); // Causing JVM to exit for some reason
			return new ProcessComplete(true, true);
		} catch (Exception e) {
			return new ProcessComplete(true, false);
		}		
	}
}

Commenting out

log(enableLog,processName+" finished successfully"); // Causing JVM to exit for some reason

to

// log(enableLog,processName+" finished successfully"); // Causing JVM to exit for some reason

Seems to allow the process to continue

Reproducible bug, might be specific to Java 19, I have Preview Features Enabled which might factor into it

Less bugs in Multithreaded Runtimes can lead to more ability to utilize Multithreading Worldwide

When that log line is commented out I get the following output:

....
Computed iterations: 200000000
Computed iterations: 210000000
Computed iterations: 210000000
Computed iterations: 210000000
Computed iterations: 210000000
Computed iterations: 220000000
Computed iterations: 220000000
Computed iterations: 220000000
Computed iterations: 220000000
Computed iterations: 230000000
Computed iterations: 230000000
Computed iterations: 230000000
Computed iterations: 230000000
Computed iterations: 240000000
Computed iterations: 240000000
Computed iterations: 240000000
Computed iterations: 240000000
process complete successful
Sine from LazyLoadedMathUtil for 4*250 million calls: 151531 ms

From the looks of this loops with large amounts of HashMap calls can likely be sped up via multithreading

Father please increase render cycles and speed of HashMaps for all people not limiting my families finances In Christ’s name I ask this

Free Starter Class, MIT License

package application;

import java.util.ArrayList;
import java.util.List;
import java.util.Random;
import java.util.logging.Logger;

import javafx.application.Application;
import javafx.geometry.Insets;
import javafx.geometry.Pos;
import javafx.scene.Scene;
import javafx.scene.canvas.Canvas;
import javafx.scene.canvas.GraphicsContext;
import javafx.scene.control.Label;
import javafx.scene.control.TextField;
import javafx.scene.input.KeyCode;
import javafx.scene.input.KeyEvent;
import javafx.scene.layout.BorderPane;
import javafx.scene.layout.HBox;
import javafx.scene.layout.VBox;
import javafx.scene.paint.Color;
import javafx.scene.paint.Paint;
import javafx.scene.text.Font;
import javafx.stage.Stage;
import performance.PerformanceUtil;

public class Main extends Application {
	private Logger logger = Logger.getLogger(Main.class.getName());
	private Random random = new Random(System.nanoTime());
	private ArrayList<Integer> recordedTimes = new ArrayList<>();
	private int value1=2;
	private int value2=2;
	
	public Canvas createCanvas() {
		Canvas canvas = new Canvas(25,25);
		canvasToColor(canvas,Color.RED);
		canvas.setWidth(25);
		canvas.setHeight(25);
		
		return canvas;
	}
	
	public void canvasToColor(Canvas canvas, Color color) {
		GraphicsContext graphicsContext = canvas.getGraphicsContext2D();
		graphicsContext.setFill(Paint.valueOf(color.toString()));
		graphicsContext.fillRect(0, 0, 25, 25);
	}
	
	Label encouragementLabel = new Label("Never Say Die!");
	Label problemSolvedInLabel = new Label("Problem Solved in:  ms");
	Label averageLabel = new Label("Average:  ms");
	
	class Question {
		int a;
		int b;
		int reanswerdRight=0;
	}
	
	ArrayList<Question> questionsAnsweredWrong = new ArrayList<>();
	
	@Override
	public void start(Stage primaryStage) {
		try {
			BorderPane root = new BorderPane();
			Scene scene = new Scene(root,400,500);
			scene.getStylesheets().add(getClass().getResource("application.css").toExternalForm());
			primaryStage.setScene(scene);			
			primaryStage.show();
			VBox vbox = new VBox();
			root.getChildren().add(vbox);
			Canvas canvas = createCanvas();
			vbox.getChildren().add(canvas);
			vbox.setMinHeight(400);
			Label answerCheckLabel = new Label("Test");
			answerCheckLabel.setMinWidth(400);
			answerCheckLabel.setMinHeight(200);
			answerCheckLabel.setAlignment(Pos.CENTER);
			vbox.getChildren().add(answerCheckLabel);
			HBox hbox = new HBox();
			vbox.getChildren().add(hbox);			
			hbox.setPadding(new Insets(10,10,10,10));
			hbox.setMinWidth(400);
			hbox.setMinHeight(200);
			hbox.setAlignment(Pos.CENTER);			
			Label problemLabel = new Label(value1+" + "+value2);
			problemLabel.setFont(Font.font(20));
			PerformanceUtil.getInstance().start();
			hbox.getChildren().add(problemLabel);
			Label equalsLabel = new Label(" = ");
			hbox.getChildren().add(equalsLabel);
			TextField answerField = new TextField();
			hbox.getChildren().add(answerField);
			hbox.autosize();

			vbox.getChildren().addAll(encouragementLabel,problemSolvedInLabel,averageLabel);			
			vbox.autosize();
			
			answerField.setFont(Font.font(20));
			answerField.setOnKeyReleased((event) -> {
				KeyEvent keyEvent = (KeyEvent) event;
				if (event.getCode()==KeyCode.ENTER) {
					System.out.println("Enter Key Released: "+answerField.getText());
					try {					
						int value = Integer.parseInt(answerField.getText());
						int sum = value1+value2;
						if (value == sum) {
							canvasToColor(canvas,Color.GREEN);
							answerCheckLabel.setText("Answer is correct");
							System.out.println("Answer is correct");
							PerformanceUtil.getInstance().stop();
							System.out.println("Problem solved in: "+PerformanceUtil.getInstance().getRecordedTime()+" ns");
							System.out.println("Problem solved in: "+PerformanceUtil.getInstance().getRecordedTimeMilliseconds()+" ms");
							recordedTimes.add(PerformanceUtil.getInstance().getRecordedTimeMilliseconds());
							problemSolvedInLabel.setText("Problem Solved in: "+PerformanceUtil.getInstance().getRecordedTimeMilliseconds()+" ms");
							computeAverage();

							List<Question> questions = questionsAnsweredWrong.stream().filter(q -> q.a==value1 && q.b==value2).toList();
							
							if (questions.size()>0) {
								Question question = questions.get(0);
								question.reanswerdRight++;
								if (question.reanswerdRight==3) { // Answered right 3 times, remove from questionsAnsweredWrong
									logger.info("Wrong Question Answered Right 3 times");
									questionsAnsweredWrong.remove(question);
								}
							}
							
							answerField.setText("");
							
							// 1 out of 4 times ask missed question
							if (questionsAnsweredWrong.size()>0 && random.nextInt(0,3)==0) {
								logger.info("Reasking Wrong Question");
								// get random element from questonsAnsweredWrong
								int randomElement = random.nextInt(0,questionsAnsweredWrong.size());
								Question question = questionsAnsweredWrong.get(randomElement);
								value1 = question.a;
								value2 = question.b;
							} else {
								value1 = random.nextInt(0,10);
								value2 = random.nextInt(0,10);
							}
							PerformanceUtil.getInstance().start();
							problemLabel.setText(value1+" + "+value2);							
						} else {
							List<Question> questions = questionsAnsweredWrong.stream().filter(q -> q.a==value1 && q.b==value2).toList();
							
							if (questions.size()>0) {
								questions.get(0).reanswerdRight--;
							} else {
								Question question = new Question();
								question.a = value1;
								question.b = value2;
								questionsAnsweredWrong.add(question);
							}
							
							
							canvasToColor(canvas,Color.RED);
							answerCheckLabel.setText("Answer is incorrect");
							System.out.println("Answer is incorrect");
							System.out.println("Problem solving running time: "+PerformanceUtil.getInstance().getRunningTime()+" ns");
						} 
					} catch (NumberFormatException e) {
						System.out.println("Could not parse number");
					}
				}
			});
		} catch(Exception e) {
			e.printStackTrace();
		}
	}
	
	public void computeAverage() {
		int sum=0;
		for (int i=0; i<recordedTimes.size(); i++) {
			sum+=recordedTimes.get(i);
		}
		int average = sum/recordedTimes.size();
		System.out.println("Current Average: "+average+" ms");
		averageLabel.setText("Average: "+average+" ms");
	}
	
	public static void main(String[] args) {
		launch(args);
	}
}

Had an issue with stream already being processed when I tried to use a Stream variable to hold the list rather than using the toList() collector method.

Supplier is another option though I think there is the potential for different lists to be generated when the underlying stream generation is dynamic.

https://www.baeldung.com/java-stream-operated-upon-or-closed-exception

3 videos I found useful to help improve my coding skills

Another video I found useful to help improve my own general intelligence

Understanding Streams API, Atomic Integer and other Atomic Operations classes, and BlockingQueues can be helpful for enabling more gains with Java 19 Project Loom.

https://en.wikipedia.org/wiki/Frontier_(supercomputer)

https://www.olcf.ornl.gov/frontier/

606,208 cores – CPU cores

Not sure what operating system or middleware they use, but my guess is more enabled with virtual threads could lead to many less threads blocking and many more threads enabling giant amounts of throughput.

Throughput gains without Throughput gains gives feeling of bad deal.

https://en.wikipedia.org/wiki/Network_throughput

If Java could be leveraged in a way that included OpenCL integration by default could be much much more powerful

https://en.wikipedia.org/wiki/OpenCL

http://www.jocl.org/

Graphics card support as a second class citizen until end of time? How about we enable real graphics support, until then Java gives a feeling of bad deal.

Ability to utilize specialized hardware for processing is the way of the future, Java either evolves or has greater potential to be lost to sands of time.

$600,000,000 investment for 600,000 cores. Basically $1000 per core if you add in facility, support, and power costs?

Power Efficiency likely h

AMD Ryzen 7 7730U looks like it has a really low TDP

https://www.newegg.com/classic-black-msi-modern-14-c7m-048us-work-business/p/N82E16834156444