Virgo, how are you? Welcome back. Welcome back. Alright Virgo, let's get into this reading. Personal link description box below and at the top of the chat. How are you guys doing? Did you have a lovely day, lovely evening, lovely morning? I hope so. Hi mods, how are you? Alright Virgo, this is a general love reading. So if you are new, welcome. If you enjoy this video, please give it a like and if you like the channel, please do subscribe. And thanks for all your support you guys. Alright, let's see. What are the messages? Virgo, you already have two cards falling out here. Five of cups and the night of pentacles. Ooh, somebody here feeling sad. Somebody's here feeling very sad. Sad that, okay, I'm just going to give you the message. Virgo, somebody, you might have been connecting with sad that you didn't wait for them to come in with the offer that they were hoping to give you. Okay, or regretful and remorseful that they took their own sweet time or they took too much time. Okay, nothing else wants to come out. So we're going to pull to make something right here with you. Leave her an energy. Okay, I feel like there is somebody here that, you know, really wanted to make some kind of solid offer to you. Do the right thing. I'll dig deeper. I'll dig deeper. I'll clarify more to see what this energy is all about. Yeah, there you are. Queen of Pentacles or this somebody that you were connecting with Virgo Taurus Capricorn. Alright, oh, we have the Sun. Somebody's on the cusp of Leo Virgo, August 21st, 22nd, 23rd. Libra Libra Taurus energy. The Empress. Two of Pentacles. Oh, the Six of Cups. And the Four of Cups. Bottom of the deck. Cancer energy. The chariot. Determination. Was somebody, maybe somebody was sad that you gave up on them? Maybe there was travel issues or car issues? Somebody couldn't make it on a date to connect with you? And you just said, nope. I'm going to strike you out. Or this is the second time you blew me off. I'm not waiting anymore. But you know what? I feel like this person's coming in now. This person's coming in. Vroom, vroom. They're going to make that offer. Turning a new leaf here. Coming in. There's love coming. Somebody's also paying someone back for money that was owed. We had taken a trip. King of Swords energy for some. Libra Aquarius, Gemini. Look, you've got two marriage cards back to back. Taurus energy. Oh my gosh, there's so much movement and travel. There's change. Change is happening here. Wow, that's insane. All right, let me see here. Somebody wants to work with you, collaborate with you, be part of a team, partnership. Let's see what the love messages are. If I get anything else from that, I'll let you know. Libra, Taurus, Virgo, Capricorn energy, Leo, Cancer, Aquarius, Scorpio, Gemini. All right, let's see what the love messages are here. Okay, keep an open mind. This could be the one. You've already met the romantic partner you seek. Okay, you guys, this is somebody that you know. Deception. Someone is wearing a false self-mask in this relationship. Okay, we've got somebody here, Virgo, or you've got somebody here that's really remorseful. Five of cups energy. Somebody's feeling the loss, abandoned, feeling unloved. Just feels like regret. There's a lot of regret. Nine of swords. Stressing about this. Stressing about it feels to me like that they took their time or made you wait for maybe marriage or to become I don't want to say I guess maybe legal in some way for some of you. I don't know if this may have some I just they gave me the word immigration. I know I'm not really sure. Are there sad that immigration held something back? Something happened. It might have been like some restrictions of some sort. But gosh, just feeling I feel like this person was hoping that you would keep an open mind, maybe stick around or stay. Yeah, this has to do with travel or someone going the distance, taking a risk. You had somebody here who you know, I don't feel like this person was someone who was spontaneous. Okay, they definitely were on this path or they wanted to be on this particular path with you. And they definitely wanted to have some kind of truth. But I feel like that is going to change for them. So I'm just hearing because I saw the night of swords. Where did it go? I know I saw it. Did I put did I take it out of the deck? I'm feeling that night of swords energy with this person. Oh my gosh. Oh, there it is. It's right there in my face. God forbid. Here. This person's now coming in, right? They're going to take that risk. They've been waiting and waiting and they're out there. Listen, I don't know if you made them wait, or if this person just their way or the nature of how they are, they just take their time with things. And it feels to me like the anxiety is getting them. And they are really feeling lost without you. And now I feel like they're going to speed things up and come in and try to do the right thing here. Surrender ton of swords.  If you're at a distance to one another, travel, make these changes. This wheel of fortune, this gives me a sense that whatever it is that you want it, there's like a turning point happening here in this relationship and this connection. Okay, some of you wanted someone to get past a gambling problem or some gambling addiction that might have interfered with a relationship. Okay, some of you were hoping to close the distance or the gap on a relationship. In other words, maybe you're at your far away, and maybe you never met and you were just communicating online, because you're at a distance. Some of you were hoping the person that they would actually take initiative and if you're at a distance, buy that ticket or pay for some ticket to come to be with you. Some of you were hoping this person would be more spontaneous and just take that risk. Some of you were also hoping that this person would not let the fact that you work together keep the relationship from moving forward. I feel like there might have been some obstacles. Some of you were just hoping that this person would come in more spiritually, come in in the relationship in a more conventional way, meet your expectations conform to a traditional relationship.  Okay, some of you were hoping this person would get divorced, or get away from sorry, a lot of this could be what you're hoping for now or were or get away from someone that they've been involved with. A lot of you were just praying for a blessing, hoping for miracle. And that's what this energy is to not be let down, hoping to not be disappointed. Some of you were hoping for a child, or proposal, or marriage of some sort with this person. And I just feel like this person was just taking their time and making you wait. Because the night of pentacles is always a card about someone who's reliable but very patient and just kind of tiptoes like a turtle along. They let time go by, time go by, keep dating forever, just keep staying engaged with one another forever. Moving forward, but at such a slow pace that no one could I mean, like 1000 lifetimes would pass and this person would yeah, getting there, maybe a tad bit of procrastination. And it feels like with the fool here, they're just going to prepare themselves to take that risk here surrender to doing the right thing with you. And I hope definitely hoping that you will be keeping an open mind in regard to that you're still if you're still open minded about them, because I feel like this person felt that the obstacles, maybe the obstacles they saw, they, they you, how can I say this? There was something different about the two of you. I'm not exactly sure what it was, but you both had different expectations and also this person did not feel like they could live up to your expectations, but or they couldn't meet your needs, or make you happy in some way. This person, they 100% believe that you are the one for them. They look at you in that queen of pentacles energy male or female as being someone who is resourceful, domesticated, you know, very routine, solid practical leader, someone who's like a wise investor, maybe you invest in crypto or stocks, or you do like financial planning, or you do something with finances, like obviously, this person looks at you as someone who's got a brain, and you're very down to earth and practical, you're not, you're not flaky. And they love this about you. They also love for the females, like a very that you have a very feminine energy, you remind them a lot of the good traits of their own mother. That's what I just heard.  They want to be someone that you don't see as only someone who can bring a financial aspect to it, but also beauty to unfail, unveil the beauty they want for the males, they want you to see their beauty, the femininity. But let's take a look at how else they see you here, Virgo. Okay, while they see you as being very withdrawn at this time, four of sorts, definitely retreating, they think that you don't want to talk to them, you're not interested in them, you've given up, you don't have an open mind about the situation anymore. I feel like this person is coming to terms with the fact that they're missing you, which tells me, or they're feeling the loss, which tells me you're not in communication with this person at this time. Okay. And I feel like they're really suffering. They're all almost at this point where they're afraid that maybe it's done dead in the water, 10 of sorts here. Okay, that it's just like completely over a total ending, painful one, so to speak. And I feel like they want to try to make it right here, try to make something right. They see you as being very uplifting and positive, like a bright light in their dark world, or in the areas where there was so much darkness, they see you having a very playful kind of energy here. And also like being very positive, they sense like a positive energy about you. It kind of feels to me like they also, they see you as someone who's very successful, that you have a lot of material success or joys at this time. But they also feel very positive about you. I don't feel like there's really anyone else that they that they feel this way about is just you. Yeah, for a pentacles again. So it feels to me like this person really they know that you're the one it's not this could be the one. And you already know this person. Okay, and I know yesterday's reading was in huge contrast to what we're picking up today. But just understand that, as I said, every day can be different. And then other days can just blend and be a continuation. Okay, so this may not resonate for all of you. And if it causes you confusion, we'll wait till the energy, or the reading is finished, or at least pick up what resonates and leave the rest. Okay, but I feel here that this person does not want to let you go. They definitely see a long term thing with you where I feel like they felt that way with you before.  It's weird. Hold on. I just saw something. I remember seeing when I picked this up. Yeah, I'm going to show you these. This person. Look, this person spent more time contemplating, should I or shouldn't I? Should I or shouldn't I yet still holding on to you and knowing that you were soulmates? Should I or shouldn't I? I don't really feel like there's any toxic energy here with this person. So this might not be the toxic X from the past. I feel this is more of like a two of cups relationship where the energy was romantic, and it was nice, and it was soul meaty, and it was sweet. But it didn't really get a chance to get to the finish line because this person just stalled a lot. I feel like a lot of stalling. And that four of pentacles, you know, this person was quite greedy. They wanted to hold on to you. But they blocked the progress and they just kept it at this two of two of cups energy where I don't some of you just felt like, Okay, well, what are we just friends? We're just going to be friends. That it? That's what is going to be forever. Maybe for some, you're in a casual relationship. And maybe somebody caught feelings. And maybe there was like this, friends, but also casual intimacy type of situation. And just, I feel like this person just kept stalling. And with the moon energy really not giving you clarity, or keeping things on the up with the moon. And you spent more time trying to get answers through our readings or your intuition to try to figure out what was going on because you really weren't getting much here. So tell me about this Empress energy here, what is going on here? Okay, yeah, the lovers see this person knows that you are it for them. Like for the females, you are the queen of all the queens know. Oh my gosh, nothing compares to you. And that's just what I'm hearing. No one compares to you. And have there been others? I feel like this person has been doing a hell of a lot of window shopping. Were they with another person they may have been. I'm not seeing cheating here. But if it shows up by will. But I feel like they were cut. I just heard they were looking for someone who is very similar to their own mother. And I feel like that is for the females. Okay.  They want you to choose them. Okay, so it's already been established. I feel here, if you were dealing with someone from the past, and you've, this is resonating, you feel like this is your past person. I feel like they have always loved you. They have always seen themselves with you. But they just really were taking their time and really couldn't make up with their mind. And some of you just did not want to wait anymore. You just called it you put time on it called time on it. And some of you just decided. And you know what? Go for it. Do it. You got to do what you got to do.  Definitely. And you said no more. Because you've been waiting and waiting with temperance here waiting and waiting for that support for that love to come in that connection to happen. And a lot of you call time on it.  Well, what are you waiting for a shirt and shirt shade of green? Are you waiting for the cows to fly pigs to fly?  I don't know farm animals everywhere. What do you wait for 1984? So you've been going that long or born in 1984. I just feel like you've been waiting and waiting and waiting and you're so patient for ago. You're more patient than this person. You know why? Because you were waiting for them. Would they have waited this long for another person? Probably not. They probably would have just scooped themselves up and took off. So it feels like the waiting energy here. You call time on it. You call time on it. And they're regretting. I see here regret and remorse making you wait for so long or for whatever their reasons were. Why they couldn't do something or why they didn't feel like it feels mostly like they did not feel like they couldn't meet the needs that you wanted. But maybe they just couldn't meet their own needs. So I just see obviously Gemini energy here. But listen, Virgo, that's all explanations and that's all what it is. The problem with waiting forever, when somebody doesn't give you a time frame. So the purpose of engagement is kind of like a promise. If the person for those of you who didn't receive or get into an engagement with this person and just waited willy nilly, the problem with that is then you can't call time on something. The purpose of engagement is to say, hey, here's a ring and I promise that we will be married at such and such a date and then you or you pick a date together. A lot of you just settled for, well, I'll just wait for him to make up his mind or I'll wait for her to make up her mind. And that's insanity. That's just insanity. You know, like I'm hearing if you like it, well, you should have put a frickin ring on it, right? And maybe some of you did get a ring. Listen, I know females, I have to say this, who do receive an engagement ring from their partner. And then they don't get married 10 years goes by and they've been engaged for 10 years.  The heck is that? Right? Slow, slow, slow. Were they, were they trying to figure out where they just passing the time? Were they just looking for someone to keep connected to them? Were they still exploring other options? Did they feel like they couldn't meet your needs? And maybe they were saying at some point, maybe they would, I feel like they're coming in to do it now.  You know, options, I don't feel like it's people. Okay, I don't feel like it's like, okay, well, you know, it's this person or Virgo, I feel like it's more has to do with them making a decision. The choice the option was whether to commit or not to commit, they struggled with that. Okay, and I feel like two is about decisions and partnerships. And I feel like they have seen that committing is the answer, because it's not only what you want, but it's time. And because you may have called time on it. And if you haven't yet, you need to because that's going to make all the difference. The six of cups is here. And I feel like this person will come in with sincerity.  Now for some, they could, it could have been a choice for some between you and somebody else, or they may have put a third party in the middle of it, just to say they weren't sure there was somebody else. But I don't feel like that really was the question. That was just a decoy. I feel like this person really has commitment issues, or they did in the past. And that's why they stalled. If they stall, it's either commitment issues, or they do not love you. It's one or the other. Now, for some of you, this person, it's, they could love you and have commitment problems, or they may not have commitment issues and just tell you that they do. But the love is not enough, right? They tell you that they love you, you know, but they have commitment issues, or they tell you that they have commitment issues, but it's that they don't love you. That's what I'm, that's what I'm saying. You have to figure out like what the issue is for you. I just feel like, let me ask, what was the issue? I'm just gonna ask why did this, why were they, why was Virgo's person stalling or just keeping things? And why now? What's the change here? Yeah, they had commitment issues. I think, I feel like they do love you. They still do. Very much in love with you. Four of wands in the reverse. Maybe arguments. This could be an energy of like, leaving home, moving out. But it feels like it just feels to me like they had an issue with being a family or starting a family together, having a family type of thing, it may be issues with your extended family, they or there might have been something here where they didn't feel like they could live up to your family's expectations for some of you. And when I say family, like it's, you know, I mean, it could be siblings, it could be your kids. It could be the people you call family, your close friends, your tight knit tribe, that kind of thing. I really feel like this person felt out of place or feels out of place, but it seems to me like they're gonna throw their cares to the wind and just do it. Coming in with that Six of Cups energy could be an apology. It feels sincere to me.  They want a reunion. Yeah, coming in with this ace of pentacles like a solid offer. It's like, I don't know, for some of you, this person may have had their own time or cap on it. In other words, like you might have been like, okay, like I'm gonna wait a year. I'm gonna wait six months.  But hey, the heart wants what the heart wants. So we're not judging, right? There could be a lot of reasons for waiting. And some of you made that decision consciously and you were okay with it. And so your timeframe might have been different than theirs. Maybe they needed more time than you did. And some of you were willing to go above and beyond your timeframe to wait. And others, you know, to meet theirs. And others of you just said, no, I cannot wait that long. But it feels like to me, this person is mostly coming in because they're at their time limit now. Like they're ready. And it really doesn't have all that much to do with you because this person seems to have their own agenda and they do what they want when it suits them. Okay, two of pentacles on the two of pentacles. I love when that happens. So that's definitely like this person has doubly weighed all of the options. They've figured everything out and they've sorted it out. They've analyzed it. They've figured out this is not a spontaneous person. This might be someone who is a bit shy. Their shyness and their withdrawal leaves an element of deception. Their silence because I feel like this person is most of the time in their head sorting things out and it looks like they're being deceptive towards you. I don't feel like that's the case, but I do feel like they are going to come in and surprise you with what's going to happen here. And a lot of you may not trust it because you don't have clarity about what was really going on and you're here and I'm giving you some clarity here. This person, you know the you know the statue, the thinking man, you know like I said we're energy here not sex. This person rather than taking action would rather just sit and think about it a little bit more. They get they could down like this rabbit hole of weighing all of their options and then they get to the point where they're so overwhelmed with having to make a decision that they just abandon the whole process and then they go quiet or they ghost or they just disappear and then they come back in with the love and then you're like oh it just happens so many times you just don't know if they're really ready this time. And what's it going to take for them to show you that they're ready? King of Pentacles here. Proof, tangible evidence.  That pentacle represents proof. You need proof. You need evidence to believe that this person's going to come in with this solid offer and that they are ready and I feel like you're going to get it here okay for some of you like I said it doesn't necessarily have to be marriage you could just be to move the relationship along so some of you that this person's going to come in and say yeah let's move in together let's buy a home together remember I was saying something legal okay some type of legal contract is proof going to business together a partnership change the last names this could just be a civil legal like marriage like if you get married by the judge or just some type of legal papers it's just some kind of proof proof that you've paid something down payment on a home not so much to be gifted with things but proof that something is going to be real between the two of you and for some it could be like you know you if you like it well good put that ring on it so for some of you it could be that for others it's just it's going to take a million dollars for you to prove to me that this is what you like you're gonna have to give me a million bucks or I'm not saying because that's what you owe me because I waited so freaking long um yeah but this deception here why this why this false self-mask some of you I feel like I've been walking around with this false mask telling everybody or your friends or people that this situation has not bothered you and you're over it and you're okay but a lot of you are deeply deeply hurt um and maybe even estranged from this person at this time and some of you may be a bit humiliated because you have or have known people that have met and the relationship progressed and the person they were with was good and healthy and promising and they made them feel like a superstar and a lot of you were like why wasn't I good enough and don't ever get yourself in that position like I say all the time just because somebody drives past the jewelry store and doesn't go in doesn't make the diamond any less valuable other people what they say and what they do is none of your business and it should not have any reflection on you because you are you have agency you are a whole beautiful handsome strong competent amazing person and if somebody was going to make you wait because of their own issues that's their issue and they're either going to have to just bite the bullet and do something or consequences and they got to move on move on you may not don't deceive yourself that the whole core of your reputation and your self-esteem that you don't have to go around faking anything if you're hurt say you're hurt if you feel humiliated say you're humiliated if you waited a real long time for your love and your twin flame or your soulmate or whatever be proud of that because that shows extreme dedication and loyalty as a testament of who you are and I feel like this person sees that about you because I don't feel like anybody what is stuck around stuck around as long as you did for this person because why you truly love them and they truly do love you I just feel like this person really had issues with basically commitment in some ways because they just feared that they would fail at it and this person I don't feel like I don't feel like they like to fail yeah they like to be seen as someone who's strong and confident and confident Leo energy maybe for some they like to be looked at as someone who is courageous and you know they like to be respected they don't like anybody to know yeah they like to be seen as someone who's a fighter and a winner they don't like anyone to know that they can't this person I feel like it does have an element of courage and strength in many areas of their life but when it comes to love and when it comes to long-term commitment they just they run they run from that they get scared yeah they run away they get that the wheel move in um for some this person just did not want to give up their they wanted their life they had their life set a certain way and they they don't they don't want anyone that's part of this commitment problem is that they didn't want anyone crunching on their routines or their way of life that's how they view relationships as like it's some kind of prison sentence they're just a bit selfish a bit self-centered you know what's mine is mine what's yours is mine and they didn't it just feels like they didn't want anyone boy talk about a grow up growing up they didn't want anyone telling them what to do that's how they view marriage or long-term commitment that i'm going to be 100 responsible to this person for the rest of my life and this person's going to tell me what to do how to address who to talk to who to be with really healthy relationships are voluntary in other words it's not it's not a prison sentence it's two people who you know it's two people because they love each other and trust each other so much they do you become one and a lot of people are afraid of and i feel like your person was afraid of losing their sense of self they're afraid of losing their autonomy and their agency and so they kind of kept you waiting and waiting because they were stuck they wanted you they wanted all the stuff about you that was easy and free and they didn't want the part that would have them be accountable or responsible to you in a relationship you know that's the commitment issue that's what that's all about they if they wanted to be able to talk to other people they didn't want jealousy they didn't want control and why because this person is like that that they fear the very thing they are all right let's get some so you know Virgo some of you are like okay well yeah this person's coming in and you know i've already left the scene in the crime and i'm not i'm out i'm moving on i'm open to meeting somebody new somebody comes along i'm not breaking my back to meet anybody but there have been a few and i'm talking to some people um it just feels like this person's decision to come back in and want to really give you what you want was based on their timeline and not yours so that means to me that there still was no consideration for how you felt material wishes being granted okay so some of you are going to get like i said the females this person is going to come in with like a promise ring or engagement or you know offer their hand they're going to definitely come in with proof okay so whatever it is if you're considering a letting this person come back in and you already have it in your mind what kind of proof you're going to need for them to return you're going to get that okay or if you ask them for it or tell them this is what you need you're going to get that still undecided that's you yeah some of you are like i don't know i guess if my person really shows up in this one last time and goes the distance and really takes that risk because my love is still there and it's still strong then i i guess i will and others of you are like i don't know so much and that's fine because we have a whole bunch of people here listening so it's going to be different for everybody some of you are just like no i'm that's get me away from that boring motherfucker the board got board waiting oh my gosh you might have even told your person that you were bored because nothing was happening some of you just do not want this back this person is definitely bored without you that's for sure and some of you just do not want it like you don't want to be i can't i just can't stress that enough they're bored they have this person does not have anything else going on nobody serious in their life they're really sad and they're really regretful and all they can think about is you point blank period regret just like i said they're not with anybody else even if they are they're so wrapped up in their sorrow and their grief about i feel losing you they have this does kind of feel a little bit like yesterday hitting that rock bottom okay future plans choosing a path this person is going to come in with those future plans that you vote that you want that that both for both of you and like i said you're you might be undecided you might be undecided right now some of you were like damn i was just getting over this and i'm ready for somebody new or i'm talking to somebody new and you're telling me now they're going to come in well i'll tell you what the best way and this goes all across the board for both sexes or however many genders there are this goes all the way across the board the minute you stop wanting something that's when it wants you that's just that's just physics that's just the way it works in life and i'll give you an example of that and i don't think i need to because i think a lot of you agree but you know me i have my analogies i have a dog and when i play with my dog his name is echo he grabs his ball in his mouth and he stands in front of me and he drops the ball right at my feet and i pick up the ball and i throw it and then he goes to get it and he comes back but he doesn't drop it he wants me to get it from him and as soon as i try to get it he runs away and makes me chase him and then as soon as i say nope i'm not chasing you and i turn around and i go the other way he runs back with a fierceness like i've never seen no no no no no don't go here's the ball here's the ball and he comes up but he doesn't drop it right away because he still wants me to chase him so he just runs back but then i reach again i play the game and i reach again but i have no intention of grabbing the ball and then he he jukes me right and then i turn around i go back and this time he comes back and he actually drops the ball so if you are trying to get your person back then you should probably be willing to leave it them permanently but the problem with that is if the dumb doofus that you're dealing with doesn't it sounds personal it's not trust me the dumb doofus or dufet that you're dealing with is not paying attention that you have left the scene of the crime some of you pull a button with brian laundry and you're like out the door and you're long gone before they even notice because they're just too busy wrapped up in themselves and then you're like you're so far away it's just too late you've forgotten all about them so i just kind of feel like you this is like a double message we have different things going on here for different people some of you ghosted or blocked this person well good for you that's what you needed to do sometimes you just need to take a breather like i said i feel like this person feels like you've retreated and you've pulled away and you're not communicating you're not reaching out you're not chasing you know you're letting that dog run and you're just like no you're out but i feel like that is the trigger that is the trigger that's getting this person to they're missing you they're missing you in your absence absence makes a heart grow fonder and if this person is not coming back since you sometimes you got to test people you leave and they're not coming back full force but they're coming back a little it's the scenario i gave you with the dog but then you got to leave again sometimes you just got to be but at some point you got to leave and you got to not say when you're coming back or if you are and you not let them know what you're doing they're spying on you spying and deception here yep that's what that is this false mask all right some of you you're online and they're watching you with a fake account are they communicating with you with a fake account okay some of you may even have already been talking to them and you don't even know it or they've got people who are coming in like your person's like go check on them go check on Virgo you know or suddenly you have a new friend request on social media or you have you met somebody or you see you keep seeing the same person like trust your intuition you keep seeing the same person this person is wearing out this isn't your well this is your person by proxy right like they have a proxy out there that's pretending and feeding them the information on you trying to find out like what's going on in your life where are you or they're spying and they're looking for you so they could figure out like where did you go watch yourselves on social media and watch your phone you might be getting some strange phone calls that's interesting this card says look at it differently sometimes you have to let go of old notions even though you may feel stuck it's just an illusion try seeing the situation from a positive perspective there's a silver lining to everything a slight change in view can and will make the predicament easier all right that's picing energy that's the hanged man that's changing your perspective some of you are doubting yourselves that somebody is spying on you some of you need to take a closer look that's what i mean you need to like think to yourself i mean i know some of you are like oh your person has it in them to do this but others are like nah they wouldn't do that um hello you need to see things a little more clearly here it's not an illusion okay mature dynamic fiery mail all right some of you this is a fire sign who you're dealing with leo Sagittarius Aries um but this is a male so for the guys who are involved with females your female has a male spying on you okay watching you talking to you or just you know this person may come in very aggressively or already has you may have befriended this person already you might be talking to him in the chat alex it might be derrick derrick it might be alex sorry i'm planting fake seeds here i don't mean that okay noncommittal see that's what you're dealing with with this person it wasn't you i feel like the love i do feel like the love was there but the commitment issues this person is noncommittal just like i said wealth health and abundance listen Virgo you know what you're okay you're good you got what you need you're in a good place here there's no love here right it doesn't mean it's not coming but i think like you're stable so that's really good you have your health you have whatever wealth that you have and you have abundance it's about waking up every day and choosing to count your blessings rather than count your losses count your blessings instead find things to be grateful for get away from negative thinking that's what i was just saying it should say no negative thinking yep there's a person yeah this is a little bit this is a softer sequel to yesterday's episode but this person's definitely hitting rock bottom here look at this the energy of these cards look at this defeated sad hitting rock bottom this card is hitting rock bottom this is like really regretful that they took so long to come in and do right by you for some of them it's like because you're already gone they know you're gone they're hoping you're not look victory recognition applause wow i feel like i was talking about that oh yeah this person something didn't i say something about them wanting to win them wanting to be the victor and they do want to be the victor here they do want to try to win you back they want you to recognize that that they're really going to try here they're going to pull out all the stops go broke they're surrendering they want your appreciation and your applause they want you to support them very good there's only so much you're going to be able to do i get it you're some of you listen i will never tell you what to do right well maybe i will but in this situation you know yourselves you know yourself you know when you have reached your limit and some of you have and some of you are like you got a little bit of love left in you and you're going to have to make this decision when this person comes in about what you want and what you want to do you know i'm going a really long time some of you this is a financial decision some of you this has a lot to do okay some of you really what i say show me the money show me the money that some of you want that for proof all right let me see i just want to get your the love messages here okay obsession abundance and past life love all right this is definitely a past person okay your soul remembers this connection abundance you've done the work so you're good like i was saying you have health wealth and abundance this person is totally obsessed with you they're obsessed they always have been but not in a bad way they're just obsessed with also winning you back at this time they're just all the i just feel like they're in so much grief vulnerability you can be completely open with this person and you ought to be you should be vulnerable in the sense where you tell the truth about how you feel i don't mean walking around with your heart on your sleeve i don't believe in that i believe that you should guard your heart because there's a lot of sleuths and snakes out there you should guard your heart always but you don't have to guard your truth you always come out with the truth with your sword live by the sword die by the sword always give the truth about how you feel but not open your heart so that you can be stabbed that's protected for a reason that's why it's in your rib cage okay for some of you this is a friendship remember i said for some this might have been a casual friends with an intimate aspect to it okay that you were waiting for this person to figure it out well yeah i told you that that that is what they are doing here they're ready to move this forward some of you just said no more maybe you expressed your feelings to them and they were like not down with it because they weren't feeling it at the time or acting as if they weren't feeling it they just wanted to keep it casual and some of you said okay well i don't want that anymore so if you don't want to be with me i'm going to go find somebody else and now they want to be with you okay let's get your pull a couple cards for your wait no we want some moonology cards my readings are going longer because i guess i'm putting more decks in you know we like more decks alex derrick keep it quiet keep it clean you and your loved ones are safe okay that's a special message for somebody i don't really feel like it ties in with this reading um but whatever or however that resonates for you your dreams what the heck your dreams need a practical plan new moon we have cancer and torus here nothing is yet set in stone okay that's interesting that's a mutable moon that's you if you have moon and vergo as well definitely you mutable just means constant change nothing is fixed yet this situation still undecided and these cards are really clarifying balanced spirituality and practicality moon and Pisces so if you have a moon and cancer your loved ones and you are safe if you have a moon and torus your dreams need a practical plan if you have a moon and Pisces balance your spirituality and practicality and for all of you nothing is yet set in stone okay it's early still for things to you know kind of come through um all right let's get your advice and then we'll do your charms and then i'll get you guys out of here okay what is your advice i love you all so much i love this channel i'm so happy that we are here together it's just the greatest thing ever okay and when i'm talking to the guys i know alex and derrick are not the only ones here i know what there's other men in the chat and um hi to you guys i'm also speaking to you okay page of pentacles an excellent opportunity is presenting itself some of you are got a promotion or getting a promotion or got one there's changes in regards to your career financial changes positive news about that some of you are getting a scholarship or going back to school for a new area of study you're going back for another portion of your degree um some of you might be coming school teachers or you are school teachers of young children okay six of sorts wow the end of challenging times things are looking a lot better there's a welcome relief coming for you finding your way to a peaceful place the end of depression or an illness for some and also the travel or relocation so some of that remember i was saying that proof some of that's coming through as like you know your person and you moving in together a relocating uh some of that like that feels like material proof of some sort all right what else okay eight of cups for some okay for others listen listen up the need you have a need to move on from this you need to seek more than what you will be experiencing here with this person you may be choosing to make big life changes you have a change in your priorities you may be leaving home or leaving the situation behind because like i said in the beginning some of you are just you put a time you put a you put a you called time on it and you're not going back okay and you can do what you want obviously all right charm time okay i'm all right there's my shamrock again Ireland who here's in Ireland or is Irish okay or is you know whatever you got some of you definitely have are very lucky at this time you have a lot of luck coming to you maybe you have a tattoo uh shamrock tattoo somewhere on your arm or i just saw on your ankle that's a painful place maybe your foot that's painful right there but this feels to me okay there's also someone's wearing um shamrock necklace you know this so done that's not a shamrock that's a four-leaf clover excuse me i got that wrong i shouldn't have that wrong because i'm irish um the four leaf clover is definitely luck the shamrock is more spiritual it's more the trinity father son and the holy ghost but we do have the fish here okay this is the Jesus fish right and this does represent a lot of things um but this feels mostly you know Jesus um now they say his birthday was in December and then he's a Capricorn but he was born in the year of Pisces and we're going into the year uh or the age of Pisces excuse me so he probably was a Capricorn he Jesus makes Jesus i don't i love absolutely like i think he was a healer and a teacher and such a beautiful person but he was a strong-minded person you know he had all the temperaments and but he always reminds me of a Pisces i don't know why he just always does but this is a very spiritual this is about abundance this is the story of the fish in the lows i don't know if you know anything about that i know some of you do but this is like ask and you shall receive okay just ask something about your spiritual health okay wow we have a candle this is a Christmas candle like i can't make that up it isn't anything else Christmas candles some of you are putting those candle lights in your windows or your you want to okay you know those beautiful electric candle lights um but there's a Christmas candle here for those of you who celebrate um oh they just okay is a very spiritual message i need i need you to know some of you have um a parent or someone you were very close to who passed away was a very spiritual or religious person maybe they were Irish or from Ireland there's something here about i just got the message tell them to lay the candle for me and around the holidays and keep it lit or even if it's an electric candle like in in remembrance i just heard that and now we've got an owl here which represents wisdom and truth um you know that owl turns his neck all the way around which means he's he has a lot of clarity he's very wise he sees all that goes on around him does somebody have like an owl bird feeder or something that hangs from a tree or somewhere i just saw it in like a pine tree like some type of an owl but it's like a bird feeder and i guess i don't know if that was scare the birds like a scarecrow i mean i just okay that's so weird um there was an owl on a tv show back in the 70s and he had like a graduation cap on and he was what was that show new zoo review i think that is such a blast from the past something is connected to that and also i'm just seeing how many licks does it take to get to the center of your lollipop oh that's so candid oh my gosh x-rated there's a horseshoe i told you some of you're getting lucky very soon you're getting lucky namin namin no i want to get a charm that we haven't pulled i know i'm picking out the charms maybe i should just stop here you know what i'm going to change up all my charms because i have about a thousand charms all right some of you are definitely going to get like a text message emoji with a smile face we're going we are back in the 70s here with this um somebody's got this okay they just said somebody's got this fish on their car on the back of their car i don't know or you'll see if you see it if you see that this is your reading but look you're going to get some kind of text or message from somebody this is a smiley face i don't know if you can see it because it's kind of blurry um that's how they're going to reach out to you first like they're going to send you just like a smile okay um and some of you might be out or you see uh one of these you see emoji cookies i don't know if you see emoji god i would love a cookie you see emoji cookies or you make them or somebody's going to bake them like cute little emoji cookies to sell oh that's so bizarre how bizarre how bizarre yeah i mean i'm sure they would taste good maybe you're making them for a craft thing or something or you're going to sell them or maybe you're eating one or just a smile cookie or you see one if you're in the store or maybe you recently saw one hey if you have this readings for you okay a smile cookie doesn't show up all that often all right you guys so that's it for your reading don't forget join me friday which is tomorrow evening 8 p.m eastern standard time if you want to get a mini reading for me $20 you just pop your question in the super chat and pay your $19.99 or $20 whatever it might be you ask your question like input it in the super chat and then i will pull a card for you and do it like a tiny it's a quicky quicky little reading and if you aren't able to make it there tomorrow friday evening at 8 p.m eastern i will be live the following day saturday 11 a.m eastern until 1 p.m okay and that is also $20 but i actually pull three cards for there because it's a much bigger crowd there although i haven't been there in a while um i've just recently gone back so i don't there may not there may not be many people in there so if you want to pop in definitely pop in if you can't make one you want to make the other whichever but those are the set times every week so you can pop in friday or saturday to get a mini or click the link in the description box below and you can schedule to book a personal private reading with me and i usually do about two a day two maybe three depending so i don't have a lot of hours just because i'm so busy with other things so if you really want to get it right away i think i might have a slot open tomorrow if you want a reading for tomorrow just book it and there's no waiting unless i'm fully booked up all right you guys so thanks for being here it was good to see you i will see you guys tomorrow evening or whenever the following day all right love you guys see you later bye


When I first got the insurance was my goal was to make Was was honestly my goal was I'm talking. I'm talking. I'm in college. I'm in bad. I'm playing basketball my goal at our early age was I wanted to be a Millionaire by the age of 30 Can they say that all right? Yeah, and I love this new board because normally I would never better write that small previously Millionaire by the age of 30. That was a private goal for me. Most people didn't know that I Didn't share that a lot So I'm sharing with you on Facebook and YouTube if you want to share your goals right now in comments below on Facebook and YouTube I'm gonna read them and I'd love to read your goals. That was my goal past tense was I've checked that one off the bucket list Here's what I used to think because when I used to think okay, Cody How do you become a millionaire by the age of 30 in the insurance business? I didn't want to go outside the insurance business. I want to stay inside the insurance business I love it. My father's been in the business. My father started this business Literally three months before I was born He's been in the business 28 I'm 28 years and Seven months, right? He's been the interest business 28 years and ten months That's crazy. I didn't want to get I didn't want to be I want to leave this business I want to be a part of this business. So that's why okay, so so I say okay Here's what I thought the things that I here's what I thought you had to do to be a millionaire in the insurance business, all right, I thought you had to I Thought you had to do one of these three things and Actually, and I think that you have a better chance of being successful in the insurance business at the stuff I'm going to share with you later Then this stuff I used to think used to think you had to be a financial advisor Gosh was I freaking wrong? I mean I was like 1920 21 years old. I thought that right? I just thought that I Also thought that you had to like, you know own Or be the CEO for a insurance Company and when I see insurance company. I'm talking about like an actual carrier that sells that That obviously has a product to sell right? Or I thought that you had to like I thought you had to like I would say I probably thought that you had to Like own a call center After like Tussans and you know just 20 30 years like I thought you just had to grind it out Like I never thought you could be a seven-figure earner selling Medicare You can I never thought you could be a seven-figure earner by going and selling life insurance in the field You can I never thought you could be a seven-figure earner by you know selling over the phone with your just yourself Or even with a small team you can Like if I had a goal for 12 months to be like hey I'm going to write seven figures of premium over the phone by myself. I Could do it. I also used to you know what I mean like you start talking about these things this is what I thought and it Couldn't be further from the truth But I didn't know like you don't know what you don't know when you guys are like Hey, I don't know that I'm gonna get value from this call to close live training You don't know what you don't know I can promise you you're gonna get value and there's things that I'm gonna touch on that you don't know that are worth $97 To know right so that's what I thought that's like okay That's what I thought when I talked about being but when I talked about making seven figures by the age of 30 Those are things that I like thought I had to do I just I didn't know any better like and this one this one I didn't think till later like this one was this one wasn't like early on These were the things that I just thought and I mean yeah, maybe you can but you don't have to like I don't want to be a financial advisor I don't want to you know be the CEO or an insurance company or own my own I mean like like I mean Maybe I do want to own an insurance company, you know what I mean? Maybe I want to start my own one day Who knows but like you can make seven figures without having to do those things So this is what I thought I will also want to break down the numbers because you guys know I'm huge on numbers, right And I'm going to get it to the penny I'm going to even use a I can come up with the numbers on my own But I'm going to use a calculator because I want to get down to the penny all right, so A million bucks, right? Like and this is the stuff that most people in our industry aren't talking about dude You want to get there? You got to know if you want to get there you have to know that's 83,333 Dollars and 33 cents This was for you. This was for the year This was for the month Right. That's about a quarter of a mil a quarter We can go ahead and put that up because you know, but surely you guys can you know, it's surely you guys can go ahead and do the math 500k over six months It's 250,000 per quarter And it's 83,333 dollars and 33 cents per month. So over 12 months, okay You say, okay. Well, let's break it down Even further if you take and you could make it a fourth of this But then you're only taking into account 48 weeks. What we're going to do is I'm going to take into account 52 weeks Because some of these things you would work you would just always be working like because you may have a team So let's do 52 weeks just for the fun of it. I'm doing this. I'm doing this on purpose So if you divide it by this Divided by 52 weeks. Here's what you get 19,230 dollars and 76 cents that's Per week I got your attention now though. I know I do I know a lot of agents that have made 19k in a week And if that seems foreign to you then you need to know more You need to dive in more. You need to be more confident You need to be more confident in your ability and you need to know the things that because you don't know what you don't know That's why we don't do in this stuff because we want you to know you have to know To be able to be a solid solid insurance agent. So now we broke down the numbers I want to start to Ask you because I believe everyone should make six figures I believe everyone should be able to eventually make seven figures in this industry And I think it's all about following the right formula. So you say, okay, kody Let's mention some normal like like can let's mention some normal ways That you could make here's what I think now, right? Here's what I thought When it come down to like, you know what I mean making seven figures I didn't even know this early on so I mean like I just thought you had to be a final advisor or be like a CEO or something. I didn't I didn't know I was 19 Here's what I here's what I Don't think now Let's get certain Here's what I know now Okay, you guys ready? Here's what I know now. I know that You say, well, okay, kody Most people think you would need some down lines. Am I right? You need your own have your own agency. Okay. That's fine Your own agency Slash down lines. Okay Okay Maybe it could could you do it doing that right? Yes, okay Cool, we've established that you could do it this way. I don't play people to do I don't people that are not even 30 yet to do that Okay Could you could you do it by Selling by phone Even solo Or with a team either way You have your you do it by yourself With some openers you do it by yourself. You have a team of closers. You have a full blown call center. Whatever Can you do it selling by phone in this industry? I know plenty people that do so yes The answer is true. Dylan's giving you a better vantage point here. Thank you, buddy So so is that true like we can agree on that you can do it that way too, right? Okay. Yes how about filled cells Can you make seven figures going out? And just selling in the field Again, either so low Or with a team Yeah, you can I mean, I know of agents that have done seven figures by themselves Selling a variety of insurance products Any insurance product that you can think of You can get to where you can make seven figures selling it Everybody's always like, hey, you got to sell this insurance product or this one or kodi I only sell this or kodi only say this or or kodi you need to sell this You can sell any of them like Any product This is what I know now That I didn't know then most people maybe you don't know any product Anyway we're in such a Online digital Advertising attention getting trust issue like you know Environment in this industry You can make seven figures Any way you want period if You just do a few things Obviously There's a goal, right? It's a goal You got to break down the numbers. There's that one and the third thing is You've got to I think that the there's four You got to pick a niche And then you got to pick a way that you're going to sell to that niche like I like being I love all the insurance products, but it's easier to succeed when you start focusing in on at least a type of client Am I right like they see riches are in the niches You start to focus in it's easier to run in your lane And be great in your lane and be the best in your lane and be the greatest In your lane in the insurance industry and then you can just keep adding on to it later That's the four steps if I had to give like if we had to repurpose this video And re put it up later as a three minute video on youtube Four steps to earning seven figures have a goal. Is that the goal? Maybe it's bigger Maybe it's eight figures. That's the next video. Maybe Goal I gotta get to eight figures first, but We'll get there Goal have a goal. I had a goal You guys have a goal like and if you don't have a goal like that's a freaking problem Have a goal break down the numbers. What does it look like? It's four thousand dollars a day Five days in a week 4k Per day Can you make 4k today? Can you make 4k tomorrow? Can you make 4k the day after that and then thursday and friday as well? Look Believe it or not. That's two. I mean it's it's two it's it's two grand every morning two grand every every afternoon You get to hang out with your family on the nights and weekends if you want to 4k a day night 20 grand a week It just grows but you got to know those numbers first because i'm always someone that like backs it down Okay, if it's 4k a day and I make about 800 dollars per cell Right, so then there's four thousand divided by 800 Oh, wow. I just need five cells a day. Okay I mean once you start breaking it down that way that that kind of way not only does it make you Have a goal know your numbers, but you start to like believe in it when I start breaking stuff down And I see the possibility and the potential and I start breaking it down It starts to get me excited about the outcome the potential of reaching that goal and Getting to where I want to go that starts getting me excited about it Know your numbers the niche What is your niche like and I'm when I talk about niche.  Because it's easier It's real easy to fail if you're going after all of these different people and then it's really easy to succeed if you're like That's my audience I'm gonna be the best at getting that audience's attention and the best at converting To that audience Okay, so niche like think about your niche. What are you the best at? And then how Are you going to sell them? Are you going to do it over the phone? Are you going to do it face to face? Are you going to do it with a team start to think of how am I going? What's the different ways like there's several different ways that we just mentioned that you can Sell to that niche. What does that look like and how do you get there? That's the four steps I mean, I always I always bring up a fifth step which is like hey be consistent about it, you know Dude, once you're once you're once you have a goal and once you're focused and once you know what you need to do It's easier to be consistent because you can see the big picture in mind of hey, I want to make seven figures and to a lot of people seven figures sounds Way too big It just does and that's that was the first step once I started realizing that It was way easier to make seven figures than I thought It forced me to start thinking bigger. Then I'm like, how do I go to eight figures? All right, after that, how do I go to nine figures, right? So it's like it's just a it's a thinking big thing There's a chance we do eight figures this year If I would have been thinking so small back then I would have never Even thought it was possible like I used to think I want to be a millionaire by the age of 30 Dude, I want to like screw that Screw that. I want a lot more as you should too So when you're thinking about Seven figures of the insert interest a lot of people that don't think that's possible But I'm here to tell you it is we've here's what I used to think Here's what I know now Here's the numbers and there's the steps That can get you there, but you got to be thinking how can I get there? And you got to be thinking about how do I get there now like You're like, oh, well, I need money to start this and do this. Well, are you do you know you're going to succeed? Yes, then find the money find the cash like just oh, I need great people But but great people are hard to find then find them like figure out the things that are in your way and freaking crush through them And then you'll get those out of the way and you'll be able to get exactly where you want to go


Hello, okay everyone, we're about to start our next talk. You can see the title slide is here I'm gonna hand it over to you Andreas Thank you Hello, everyone. My name is Andreas Platschek. I'm working with open tech and Most of my working time currently goes into a project called sell to linux and pee The title already reveals a lot about the project we planning to build a linux-based platform that shall be certified to seal to safety integrity level 2 according to IC 61508 and We're talking about MP multiprocessor system. We're not interested in single-course anymore One big part of this project or one big part of them working on right now is the Is to analyze the development process of the linux kernel and of our other elements and Yeah, for that we're using data mining techniques and that's what I'm here to talk about today So first I want to give you a little introduction to the sell to linux and pee project The actual goal, I just said we want to have a certified platform But but the most important goal is not to Certify one platform the most important goal is to have a framework that allows us to Certify all future platforms future kernel versions different configurations and so on and We want to verify our framework by doing the certification for one platform for one use case Yeah, it should be suitable for up to seal to that's the target and Multicorps systems already mentioned that as well The open source elements that we want to use on the platform is the linux kernel chilip see busybox and some smaller tools and for today I'll mostly focus on the linux kernel because Our assumption is if we can do this kind of analysis for the Linux kernel then it will be doable for the other components as well And even if it's not doable for for example busybox, which has a different development life cycle Then we still have other options there because it's just a lot smaller The methods that I'm Presenting today are basically suitable for all kinds of pre-existing software that's not restricted to the linux kernel but What we need as a prerequisite is the source code of course and the history in Preferably cheat And the target are software intensive systems. So yeah, you already got that from the elements probably so when you want to certify a Software according to IC 61 508. You basically have three options. They're called route one one as two s and three s We are out one s is called compliant development So basically you develop a software from scratch use from the very beginning follow the design life cycle as Defined in the standard. So that's not an option here route to s is called Sorry, no, it's by proof of F of Previous usage Proving use. Yeah, thank you Lucas Yeah, it's called proven use. So that's only suitable for smaller software and Not for for a big chunk like the Linux kernel and the third one. That's the one that we are using It's called assessment of non-compliant development route 3 s So basically we have some assumptions In this route first assumption is that we actually have a process in place that is defined Of course, this process also has to been followed It's not a problem if there are discrepancies between the Actual process and the process that is defined But we have to be able to assess the discrepancies and if there is Procedural defects we need to assign mitigations to counteract those the assurance that we want to give Some examples is the qualification of involved people. So if you're in a company setup, it's very easy to say Okay, these people are working on the project. They have this training. They have this experience from previous projects And to just write this small summary But for the thousands of developers in the Linux kernel, that's not possible in this form. So What we're doing is to actually look at the development history of the developers and design them a experience level so to speak Structural aspects of the organization. We're doing analysis of the reviewing process Of how patches get into mainland of the integration how many Clashes were during integration into Linux next and so on Then the methods and techniques used So there are number of methods and then tools that are that shall be used if you are submitting a patch or before submitting a patch and we're also doing an analysis if This has actually be done or to what extended has been done. So for example Are the patches following the coding style or is the coding style just for decoration and we want to Present the results in a quantitative manner. So we don't want to do quality of assertions. We really want to put numbers on basically everything so our concept for all three s is to In first place select those components that have no procedural defects So if it's possible and there are multiple components that provide the same or similar functionality Then we try to select the one where we have better proof. So for example, if you have a file system and During the analysis it turns out that they didn't follow the the process or part of the process Then it's easier to just select another file system then Trying to do. I don't know lots of review or I don't know what Yeah, so assessment of the process as already said we're trying to assess all the things from how patches get into the kernel how many integration clashes happen how How reviews are are done to what extent and so on Yeah, then we do assessment of the consistency of the results and as I said we want to quantify everything and we also want to quantify the residual risks More on this quantification will be presented in tomorrow's talk by Nicholas So I am kind of laying the foundation for how we are gathering the data so the first point I had before was that a Process has to be in place and the good news is there is a development life cycle in place in the Linux kernel It's documented in the Source code in the cheat repository in documentation process and Some examples for the content are how patches should be Formatted how the subject man in the patch should look like how the body should be What he should contain how that patches should be signed off and so on It also defines the usage of the by tags It Gives checklists on how and what you should test before submitting a patch and it also helps you to find out where to send patches So the good news is that we have a development life cycle in place So the next question is is it followed and how well is it followed? so But before we go into that question I have One more thing that I want to show you I'm not sure how many of you know how a patch actually Goes into mainline kernels. So I tried to Picture this a little bit. So on the very top. We have the mailing lists Linux kernel mailing list and the mailing list for the subsystems and this is Where you send your patch usually most patches are just sent per email to the mailing lists and to the subsystem maintainers and From the email systems the subsystem maintainers integrate them into the subsystem trees if they're okay If not to send back an email and say hey you have to fix this up and send another version of your patch So I can take it so now the patches in the subsystem trees From the subsystem trees. We have a daily integration into Linux into the Linux next into the integration repository Dumbest even Rothwell. So every day 200 feet about 240 Subsystem trees are pulled are integrated into this integration Repository in Linux next And based on this integration kernel a number of automated testing is done. So there are built parts There's kernels here and some others. They all have their specific Purpose their targets their defects they want to find and they are doing automated testing and sent back Warnings to the mailing list if they have some findings So this is happening more or less continuously the question is now where do the versions come in so You may have heard the term that Linux Torval's opens the commit window We are on the very left now. You can win mid-commit window is a period of about two weeks where Linus Torval's pulse the Commits from the Linux next from integration kernel and pulls them into his own Chitchat repository and at the end of this two-week commit window. He Produces the first release candidate of the new kernel version 4.n. So that would be the Leftmost green box of 4.n-rc1 Now we are in a stabilization phase Where patches are pulled in Into further release candidates usually it's about six to nine That's important to note that the number of patches pulled in Decreases radically between rc1 and the others so we looked at 4.4. I think rc1 Got almost 13,000 new patches while Each of the new of the other release candidates just got few hundred three hundred two hundred something like this And that some release candidate X Linus decides okay now we have a stable kernel and He releases the new stable version 4.n Now in this stable version 4.n Only stable only bug fixes are integrated from this point So from the mailing lists only Buck fixes are integrated into the dot releases 4.n.1 4.n.2 to 4.n.y and Why it depends on if it's a long-term stable this can be something really big like 80 or 100 if it's a Non-long-term stable this can just be like 10 and the version is not continued anymore and After some time, I think it should be about two to two and a half months three months A new commit window is opened and the whole cycle starts over again I'm not sure if there's anyone here who never saw a git commit so I just thought I Would spend two slides on this so basically this is what probably everyone has seen before we have Commits that is identified by a 40 character shall one hash the author is Listed as well as the dated the patch was authored Then the first line is the short description Kind of a subject then we have a body and what maybe not all of you know at least If you're just no jits and not every project uses this are the last four lines. So those are those tags I start with the bottom two is the signed off by tag. I said the author has to sign off on his commit, so the author signs off to Say that I'm aware that I'm now contributing to a project that is licensed to gpl v2 And I'm okay with this. So the sign off on the license basically basically And of course that the work is okay The bottom sign off is by the subsystem maintainer that Everything is okay with the patch Then the act by so Someone probably refute on the mailing list and said okay. I Refute this. This is okay with me. I Or it might might also be some other subsystem maintainer who is whose subsystem is impacted by the patch and saying Okay, I'm okay with this Also very interesting is now the first one of those four the fixes tag So this fixes tag basically says okay, this is a bug fix and This bug fix fix is a bug that was introduced in The commits that is identified by this shower one hash or by the 12 characters of a shower one hash So this allows us now to go back and find out where and when this bug was introduced and Of course the second part of the commit the patch the actual changes from this we can find out which Files were touched which lines in the files were touched and so on Now when we started our This time For the for the stable commits That's done by the stable for the long terms other by the stable maintainers and they get it from the mailing lists So usually they are just CC in the mailing list if they someone thinks it's a stable bug fix and then they will decide so some of the problems that popped up when he started our adventure to look at these Development lifecycle So our first Explorations were simple command line one-liners and and Python scripts trying to parse out data just to find out what's there. What can we do? but at some point we Decided we have to do this differently because we are Team of developers. We have also partner companies in our silto Linux and P project We want to make this data available. We want to distribute the data to the team members We also want to keep it up to date. So ideally if you We don't want everyone to have to take care of that and keep their data up to date So we want to do this in one point We want to support this exploratory analysis If you if someone decides to still do the command line one-liners first That's still good, but still we want to present the data in a way so you can get the quick impression What's there or what might be missing? Cleaning data that's an important point and I have some examples of how we are cleaning data and what ways we're cleaning data But it's important to also do this in one place Because otherwise people would could make it differently and versions would go Datasets would go into different directions Yeah, we want to keep it consistent for all team members So not so it doesn't happen that one posts a problem and it turns out it's just because his data set looks a little bit different And we want of course to eliminate they eliminate the processing overhead Between the different analysis scripts, so we have different scripts that use the same data But we don't want to grab and parse it out of the cheat logs every time over and over again so few points on data cleaning so we use the developer name as a unique identifier for the developer as in real life and Here are some examples that we found in the kernel While most of the things that we're cleaning up don't have the entertainment factor of these examples We still want to attribute all the Commits number one developer to the same developer So if there is a type in the name if there's a different lower upper cases in the name something like this Then we want to catch that and attribute all the commits to the same developers Another thing are the subdomains. We're using the email addresses to Find out where people are working Problem is as most of you know Some companies just use different subdomains or different domains for different branches on different continents or countries or whatever So we also want to clean that up So the affiliation can be Found out properly We're doing this to find out if there might be some dependence between the developers Now we're coming back to the fixes tag Before I just told you just showed it to you and told you what it's about Here is the actual definition of how a fixes tag should look like in a patch So use the fixes tag was the first 12 characters of the char one ID and the one line summary for example fixes than the 12 characters and the summary Problem is that of course also here. There are some examples That look a little bit different. So we have references to buck 14 6 6 2. I Don't know probably some internal buck fixing buck tracking system at still or the next one and be Seems to stand for Nokia buck tracking because it was Submitted by some guy from Nokia, but I have no idea if you know, but please let me know Third one is basically just text Then fixes version 1.0. We're already starting to joke around that we should be using version 1.0 of the Linux kernel for After limbs come a facility Linux MP because it has been fixed and the last one which actually seems to be a good idea is reference to a buck tracking system This example Baxilla kernel.org but the problem is that we found a bunch of those and Some links up just that So these are just the buck trackers that are referenced by fixes tags There may as well be others that are used somewhere in the body and not in the fixes tag The length of the hash that was used I Try to depict this a little bit. So it's varying from somewhere From 4 to 40 characters, but at least the proper value of 12 is the one that's the most common This is really just for demonstration purposes Actually everything that's seven plus characters is not a big problem as long as we can resolve it in shit Usually it should be at least seven. I think So basically we going back anyway and trying to find out which commit this is and get the 40 character hash so That's not too big of a problem now while these examples look like Like it's a bad situation. It's really not that bad we total we have a total of a little bit more than 24,000 Patches and we only have 744 they could not be resolved It's about 3% a big part of this for URLs and and 18 cvs but there's also for example Hashes that we can't resolve because it seems that the Reference hash is in some sub system tree and just changed when it came to mainland There are much more fixes that don't have a fixed tag so we know we come to this a little bit later Okay, so at this point. I want to show you what we actually How our system looks like how we distribute the data? Actually, this is still in a prototyping phase where we Want to send this out to our partners within the next weeks So what we're actually doing? So we have a web interface for browsing the data to get an overview But for convenient use in our or in python we Provide comma separated values files as download These are generated on demand We keep it automatically updated. It's basically just a cron job And it's extended as needed. So if someone So last week we had the case that one of our team members came up with a new idea what he wants to analyze But there is some missing data. So we just extend it as we need it So I'd like to give you a short Tour so this is our web interface not very exciting So basically we just have a list of our projects and if you look for example into linux table we get We'll get a long list of all the commits Maybe one example where cleaning data is still in progress. We're working on the dates It's very improbable that this patch was authored in 2037 But these are just the things that we also have of course some from 1970 These are easy to spot. It's harder if it's just an offset of two years, and that was five years ago But we're trying to find Ways to put numbers on how many patches actually have wrong timestamps So we get the long list of the commits If you go onto one of these commits you get more of detailed information The number of lines added removed files changed director is changed if it's a merge or not who signed off on it The commit message and what I'm missing here because this is a development server running on my laptop and I Just realized this morning that I forgot to do this We're also running check patch on all the patches. So usually you would get here the number of errors and warnings from check patch So to for those who don't know check patches a tool that helps you to find out if the Patch is compliant with the coding style so We can also go at the developers list. So here we already get some Numbers so for each developer we get the number of commits this developer submitted or The number of commits that got into mainline The number of signed off buys this developer gave the number of reviewed by act by and so on Going on the developer now here We get all the email addresses that were ever used not only to commit but also to sign off to review buy and so on Resolved into companies were possible and All the commits in this project that were done by this developer and the fixes tag so So basically what we have here is the Commit where the buck was fixed in the left column The information we got in the fixes tag. We'll see this is important when we get the URL Then the resolved commit where it was introduced and the time to fix in days And if for example having URL we try to resolve it I don't have internet connection now, but if this is not a deadlink we Just go there Okay, so what's the general idea between this approach the idea is that we have Our input data currently this is chit chit log and chit blame We also take the Gimple output from GCC. I'll explain later for what exactly We also use a cyclomatic complexity for all the functions This is still in prototypes that that I don't have in the web interface yet And we put all this data in our database that is presented by to the developers by the web interface and in the form of the comma separated values data and the developers can either Actually, it's the statistics guys Can use this data conveniently in comma separate values In there are scripts and produce some Results some statistical analysis So let's look an example how that looks like so basic. Oh Can you read this it's very hard to read so basically all I did was Fire up our to a read CSV of the URL to the fixes text data Now we have this fixes tags in an R data frame and we can for example Calculate the mean time to fix in days Or we can do a histogram of the time to fix so It's really convenient. It's very simple to get from the data to some To the actual analysis So a second example. I want to show you is a little bit more complicated here a download a bunch of CSV files and what I do is a Fetch for We've version 4.4 to 4.4.1 All the stable bug fixes so that's n or the number of stable fucks bug fixes and fixes is the number of Buck fixes that have a fixes tag. So now we come into your question and the mean time of those Tags of those fixes with the fixes tags. I Took to fix them and I'm doing this For all versions from 4.4.1 to 44 and I get a nice image on how So the blue line are all the stable bug fixes from 4.4.1 to 4.4.44 And the orange one are the stable bug fixes that actually have a fixes tag so I think my colleague put a number on it. It's I think it's about one search that has a fixes tag from those table bug fixes So we have this convenient Situation where we actually know all those stable all those patches going into this Dot releases are bug fixes so we can compare and can find out how many bug fixes actually have a fixes tag for that part and the other thing we can do we can do of course a scatter plot Stable bug fixes over there are stable bug fixes that have a fixes tag And we can do a linear regression model for example and put the fitted line into it Okay, I put all this code on the slides. So they are for download on the foster web page One other thing I want to talk about is where the gimbal output comes in We wanted to patch impact analysis So what we want to find out is which patches actually have an impact at our configuration of the Linux kernel So all the data I looked at up to now was really for all Really all commits for for the kernel, but we are only interested in those that have an impact on our configuration And the way we do it is that we build a source code and let GCC dump the gimbal output From the gimbal output. We get all the files and the line ranges That are actually in our Configuration and we use this information to get from the cheat repository Using a cheat blame and cheat log minus capital L the history for each line That actually is in our configuration and This way we can find only those patches that actually have an impact in our configuration okay, so That's already it from my side Little bit fast Sorry the gimbal Basically it contains for it contains the line information for each line that was was used in your build So basically it just creates an output where you can see each line for example, we know FS I know dot C line 1947 Was used so from this kind of information we can find out which lines were actually used during compile time No compiled So this is done at compile time. This is really done while the binary is built Sorry Not yet. I know my colleague has Contact with people from HL and probably also from Linux Foundation, so we're planning to do this. Yeah Yeah, that that's one of the things we are afraid of Basically before I said that we're trying to Find out the experience of the developers, of course You can only do this in this project and a developer may be very experienced in other projects, but we have some Boundary or some limits to what we can do But one thing that we're joking about is that people could start trying to get higher scores just for fun or something like that But yeah, it's a maybe a problem. Maybe not For example, yeah, you found out There are actually some examples and tomorrow's talk given by Nicholas Sorry, the question was if I can give some examples on How this will be used in the actual certification process and And some defects that we have found so far Actually, my colleague has some data on this tomorrow He's doing analysis not only over the full kernel, but also on different subsystems. I Think one deep problem you found was with surface FS That is a truthful or relevant representation of Typical bug in the kernel The art I just ask where there is about zero point ninety six And now we can look at the average age of each line that is in our specific configuration and from that we can Estimate which ones are sort of New files or new lines and therefore have a higher probability Which ones are very old line that some of them are 12 years old Okay, but we can have longer talk about this later on okay, thank you


Welcome back MechanicalEI. Did you know that partial differential equations can be used to describe a variety of phenomenon such as heat, fluid dynamics, sound, etc. This makes us wonder, what are partial differential equations? Before we jump in, check the previous part of this series to learn about what Passwell's identities are. Now, a differential equation involving partial derivatives of one or more dependent variables with more than one independent variable is called a partial differential equation. The order of the highest derivative term in the equation is called the order of the PDE. Above equations are all of the second order. It is also a common practice to use subscript notation in writing partial differential equations. For example, the Laplace equation in 3-dimension space, dow squared u upon dow x squared plus dow squared u upon dow y squared plus dow squared u upon dow z squared equals to 0, can be written as uxx plus uyy plus uzz equals to 0. First method to find a solution for PDEs is the Bender-Schmidt explicit method. Consider a general equation of the form, dow u upon dow t equals to alpha squared into dow squared u upon dow x squared. The explicit formula is given by the following equation, where lambda equals to k upon ah squared. The explicit formula is only valid for values of 0 less than lambda less than or equal to 1 by 2. If lambda is 1 by 2, then the explicit formula is reduced to ui comma j plus 1 equals to 1 by 2 into ui plus 1 comma j plus lambda into ui minus 1 comma j. This formula is called Bender-Schmidt formula. The values of i and j are then filled in a table to present the solution. Hence, we first saw what partial differential equations are and then went on to see how numerical solutions of PDE are obtained using Bender-Schmidt explicit method. So, like, subscribe and comment with your feedback to help us make better videos. Thanks for watching. Also, thanks a lot for those constructive comments. You helped the channel grow. So, here are the top mechanical EIs of our last videos. In the next episode of Mechanical EI, find out what Crank Nicholson method is.