 We live keep saying it every every time. That's for sound checking and Find the previous chat. Let's start a new one still this a game ECG game currently looks like this brain screen of this thing because Quite a few Issues with it. It's what's currently looks like we have well, obviously they HTML HR script mostly Script not about half-half, but hundred lines of code in JavaScript and Wait, that's for the waveform generation. Yeah, actually have the The waveforms. They are hard hard coded So there is an example for So as you know QRS ECG normal ECG signal have P QRS T waves and examples in here with Two variations of the QRS one is normal like this One is this Q'd then you have an example of no P wave. No S wave. No T wave Very basic we could Potentially add more let's start popping this in to The people people keep screaming at me for using GPT for for coding even though I also have GitHub co-pilot the thing about it is it has That it's better in keeping overall Context, yeah, we have an ad script there as well But it's not live yet. We always Reskin heating that 40 messages per three hour Limit won't tell you what the current State is like what's our current message, right? That's okay Yeah, last time yesterday we modified this function works Better so removed the previous one Why sometimes the linter Whatever, it's called the insisting on putting to carriage return To empty lines between functions and other things The main thing for this application is this Items script it's kidding Ridiculously long now This documents if there's anything Comment that out that we might not need to know again why the double line Is spacing here and there Even now Now description we have a way from detection using AI That's what we're doing today signal abnormalities and noise Currently just signal abnormalities no noise added onto it Yeah, that's the one if abnormal QRS complex and just in case you haven't watched the previous videos or live streams What we're trying to do now is they have Machine learning algorithm playing this game So it's already doing it But it's not really good. It's actually telling you what's the likelihood For this signal to be abnormal You know why it's not displayed there There's some sort of error happening in there In the processing We have to check Can you keep responses? very short Just a few quick Questions looking at the code above It's what we have Has an output in the terminal It is different to what's on the front panel Primarily the abnormality output is Not being displayed It'd be an error Yes, I kept the following error in the browser The discrepancy between the terminal output and the front-end display along with the JavaScript error suggests a mismatch in data handling between the back end Flask app and the front-end game underscore logic JS The error message type error cannot read properties of undefined reading abnormality in display analysis result function of game underscore logic JS indicates that the expected property abnormality is not present in the data received from the back end possible causes Mismatch in JSON structure the back end might be sending a different JSON structure than what the front-end expects Ensure that the key abnormality exists in the JSON objects sent from the back end Data parsing issue there might be an issue in how the front-end is parsing or accessing the response data solutions Verify JSON response check the JSON structure being sent from the Flask app Ensure it contains the abnormality key with the expected value Inspect front-end code in game underscore logic JS where you handle the response from analyze underscore wave form ensure You're correctly parsing and accessing the abnormality value By aligning the data structures and ensuring proper handling in both back end and front-end You should be able to resolve this issue Okay, so would it be a prompt for a GitHub co-pilot So in theory starting your chat oops In theory for place workspace there And pop the whole thing in it should be determining what the information to collect Which never really works? Probably using it incorrectly So so briefly tells you yeah, it's used nine References It won't actually show you what they are. I know it is Right, so it decided to look at Yeah, we haven't done that test by yet Right, it's also looking at the entire API and The game logic JavaScript there, but there's certain lines of code which is key And it tells us to verify the json response structure suggesting to print a response I already have print process I'm not sure it looked at the code properly because it's Turning a chase and fire response data Hey, can you double-check the previous response? Would it pick up on the fact that? Apologies for confusion Okay, don't have abnormality in it This makes sense on the front-end sub why doesn't what links sometimes they are links like over Over here this one actually need to search being game logic Okay, same thing. I'm not sure It's correct here. Can you double-check the previous response? Yeah, we're displaying Let's show we're ready displaying it anyway Yeah, we're getting there In this plan analysis results One call and one function and This era how about to select something there's some normality Those and not links. It's really annoying Yeah, it's now it's about to say Do I have another way for it's a fetch? it's actually talking about the Python scrape Let's wait for post define wait for the other response that We're turning it this chase To know this example as per placeholder And now says results We already have it That's obviously doesn't work Check the ID Should be called abnormality. That's correct. Yeah, that's right. We have it used In analyze waveform, that's the one we're getting there 500 error for faced So this is the bottom thing and we need to update to It So this will be referring to this code. Yeah, the two functions analyze waveform and display analysis result Yeah, we tried to include a normality key Already have it It's when I get spit or what? I already have these functions Right that makes sense Was this Should fix it No Can just do Can look at all the files. I can do it with workspace It's collecting information Be live Trouble going live Changed the code much The error message error in analyze underscore waveform abnormality indicates that the key abnormality is not being found where it's expected in your flask application This issue likely occurs in the analyze underscore waveform function Here are a few steps to troubleshoot Check abnormality underscore analysis output ensure that abnormality underscore analysis output abnormality in the fuzzy underscore logic underscore analysis function is correctly computing and returning a value Verify key presence in response data make sure that the response data in analyze underscore waveform function includes the key abnormality This key should be part of the dictionary returned by fuzzy underscore logic underscore analysis Error handling implement error handling in analyze underscore waveform to catch and log more details if a key abnormality is missing This will help to isolate where the issue is occurring By carefully checking these areas you should be able to identify and fix the root cause of the error Trouble going live on LinkedIn Check my Settings quickly We're picking a region. What is that south u.s south central is south central getting Stream url getting this stream key Super weird I think it's that sir that server Is really slow? try again Trouble going live on linkedin this manner try again next time. So we doing this game Trying to automate this Trying to sort this analysis result We're having a 500 Because we changed the names We have processed that We have abnormality analysis It should be the same as the All abnormality analysis is not a function It's a function No So why are you telling me to use it as a function? This is so wrong It's a variable name. What are you talking about? Please double check. It's a variable name What code? You should have all the code It's crazy What if I do? No, but this is only used in this File anyway, so it's some sort of a Variable name thingy If I do the whole workspace I should be able to search For all the variables all the all the relevant Script the message that just abnormality key is not present in analysis data This there should be response data I don't understand. Where is it getting? It is from We have processed data The abnormality value is the output of the fuzzy logic analysis Jumping like that. We have fuzzy logic analysis In Python code, that's correct Do we have compute abnormality? Yeah, I think it's getting confused with this A control system simulation variable No, it doesn't make any sense It doesn't make any sense Copilot gets a penalty Yellow card Let's restart it quickly Just flip it back to what we had At least it was displaying all the other stuff In the fuzzy logic analysis The abnormality analysis Well, so this is correct At the process data No, let's do this Be it So that's for the first point there Verify key presence in response data Make sure that the response data in the analysis waveform function includes the key abnormality. Okay, that's might Be the problem We have this response data And let's do this if it makes Any sense Get this bit You're gonna write the code Based on the output you shared It looks like the abnormality key is being correctly calculated in your Flask application Abnormality 0.833333333333333333335 The issue then seems to be in the transmission of this data to the front end or it's handling there To resolve this Ensure correct data packaging in the analyze underscore waveform function After you call fuzzy underscore logic underscore analysis Make sure the abnormality value is correctly included in the response dictionary It should be something like python copycode response underscore data equals Analysis result analysis underscore data result Dot dot dot Abnormality analysis underscore data result how sure directly abnormality underscore analysis output abnormality Dot dot dot closing curly bracket Check json response format Ensure the json response sent back to the front end matches the expected format in game underscore logic js The key abnormality should be accessible in the response object Review front end data handling in game underscore logic js particularly in the display analysis result function Check how you're accessing the abnormality data It should match the structure of the json response from the server Debugging use console dot log in your javascript to print out the received data and verify its structure Okay, by aligning the data handling between your flask back end and the front end javascript The abnormality value should correctly display on the front panel We're not using the process data. Do we are we example threshold? Why do we need a threshold? Okay, the abnormality Still not being displayed Why does it have to be in result? Do I have Abnormality confidence knows why is suggesting it? It's really weird thousand and two hundred display analysis results And this is not correct Once that we have this Yeah, the there's a couple things the amplitude Yeah, when that seemed to be 349 raw value it's being normalized to one 302.6 Okay 349 to one Should have another one So essentially if you have the standard peak there It will be 349, which is the maximum value and then 288 which is 0.6 Okay Clear The javascript error type error cannot read properties of undefined reading abnormality suggests a couple of potential issues in your game underscore logic j s Data access issue when you're trying to access the abnormality property in display analysis result The object from which you're trying to read abnormality is undefined This could be due to the The response from a server not containing the expected object A problem in the way the response data is being handled or parsed in your javascript Asynchronous data handling if you're dealing with asynchronous requests like fetch API ensure the data is fully received before trying to access it properties To debug this Log the response right before the display analysis result function is called log the entire response object to console This will help you see what structure you're working with Check the data path make sure that the path you're using to access abnormality matches the structure of the response For example, if the response is an object with a property data and abnormality is inside data You would access it with response data abnormality Error handling implement error handling around the data access to gracefully manage cases where the data might not be in the expected format By carefully logging and examining the response data and ensuring that your data access code aligns with the actual structure of the response You should be able to identify and correct the issue Based on the provided response data structure the key abnormality is indeed present and should be accessible The error in game underscore logic js likely arises from how this response data is being handled in the display analysis result function To fix this you need to ensure that the data path used to access abnormality in game underscore logic js matches the structure of the response data Here are the steps Correct data access in display analysis result You should access the abnormality value as follows assuming data is the variable holding the parsed jason response javascript copycode let abnormality value equals data abnormality Check response parsing ensure that the response from the server is correctly parsed into a javascript object You might be doing something like Logging for debugging add a console.log statement just before you try to access abnormality in display analysis result to log the data object This will help you verify the structure of the received data Error handling implement additional error handling in display analysis result to catch cases where the data might not be in the expected format By aligning the data access method in game underscore logic js with the structure of the response data the issue should be resolved Yes, we have that display analysis result Data Okay, that's not working Function being called Let's log it here as well Well, yeah, because I'm getting an error with the error coming from display from the five It's meant to be console log Please log somewhere You can't log there. Can you? Someone is screaming at me Okay, I removed it. So it's probably control of five Right Oops, so what is a keyboard thingy? Okay, now the problem went away I do this Why not? Okay, I get it. I get what you're trying to do. That's fun No, wait, where's the And no, no, no Let's play abnormality Value That was cool Don't Think so Why are you suggesting this from? Okay, that works The idea is abnormality This definitely should be Text context abnormality Normality value Right, okay This bloody little So when this just work instead of Normality value Just place that abnormality Comment that out I don't quite understand how it works, but it shouldn't matter because we have two bots helping us. So it should be very straightforward Okay, this seemed to work Just remember short responses What else are we not displaying? That will tell us More information about how the fuzzy logic decision is being made Great to hear that it's working now To further enhance the understanding of the physiological decision-making process in your game consider displaying the following additional details Membership values show the fuzzy logic membership values for each parameter frequency amplitude positive peaks negative peaks This will provide insight into how each parameter contributes to the overall abnormality score Fuzzy logic rules Talking too much generating too much text and shorter responses can also check if the So we don't actually need the number of peaks the positive and negative peaks normalized Can we fix that quickly? peaks Sure to remove the display of the normalized positive and negative peaks simply comment out or delete these lines in the display analysis result function This change will stop these particular details from being displayed on your front end If we want to delete them entirely we don't actually need them Got it If you don't need the normalized positive and negative peaks displayed but want to keep the code for potential future use You can simply comment out those lines This way the code remains intact for reference or later activation By commenting out these lines the normalized peak values won't be displayed, but you can easily restore them if needed later And no you misunderstand. We don't need them at all in the whole project We want to remove them And we also need to make sure they're not being used for the fuzzy fuzzy logic algorithm decision process Yep Understood to completely remove the normalized positive and negative peaks from your project. You need to do two things Remove display code in display analysis result in game underscore logic JS believe the lines that set the text content for normalized positive peaks and normalized negative peaks Adjust back end logic in your flask app Especially in the fuzzy underscore logic underscore analysis function Ensure that the normalized positive and negative peaks are not being used in the fuzzy logic decision making process If they're currently used in any rules or calculations, you'll need to modify or remove those parts of the code By making these changes, you'll completely remove the dependency on normalized peak values in both the front end display and the back end logic of your project Normalize Negative peaks Yeah, that's okay. I thought we will remove the The raw is not needed The raw beat because we only have one value there Do I have a sense that this will give us an error? Yes, it does Last waveform Yes, so we This one should be just realized Relying on Should be raw Still having an error Okay, we'll continue next time. I'm seeing a bit put your comments Send send your comments please So I don't have to talk to the board too much So I can talk to humans as well Bye for now