I wanted to share this because I recently discovered it and it has been really nice so far. Django 4.2 works pretty well inside FastAPI with very little intervention.
Make a django project as you normally would. Make your models as you normally would. Then when you want to integrate FastAPI, start a django app with 'python manage.py startapp Fast'. Make a file main.py inside the 'Fast' app folder of your Django app:

#Import Django and OS import os import django os.environ.setdefault("DJANGO_SETTINGS_MODULE", "your_project.settings") django.setup() <--- this is very important from your_project.wsgi import application <---- this is the django wsgi app. It's very easy to setup with a single google. Import it to your FastAPI main.py from fastapi import FastAPI from some_django_app.models import SomeModel, DifferentModel # Create the FastAPI application app = FastAPI() templates = Jinja2Templates( directory="/Users/me/Documents/thing/thing_project/theme/templates" )<--- Jinja2 templates work with Django AND FastAPI. Set it up however makes sense for you. app.mount("/static", StaticFiles(directory=static_directory), name="static") <--- FastAPI static from starlette.middleware.wsgi import WSGIMiddleware #Wrap your django wsgi application in the starlette WSGIMiddleware and we can mount it directly inside Uvicorn. app.mount("/d", WSGIMiddleware(application), name="django") <--- This is the django app mounted at the /d route INSIDE FastAPI/uvicorn app.mount( "/djstatic", StaticFiles(directory="theme/static/django_static"), name="django_static", ) <--- Django has its own static for things like Django Admin. You'll have to figure out how to mount static for Django. You will probably need to run 'python manage.py collectstatic', then mount that folder where you collected static to FastAPI. @app.get("/chat", response_class=HTMLResponse) async def chat(request: Request): case = await SomeObject.objects.aget(title__contains="something or other) return templates.TemplateResponse( "base.html", {"request": request, "django_object": django_object} ) <-- Django's 'aget' works nicely right inside FastAPI. @app.get("/chat", response_class=HTMLResponse) def chat(request: Request): case = SomeObject.objects.get(title__contains="something or other) return templates.TemplateResponse( "base.html", {"request": request, "django_object": django_object} ) <-- Django's standard blocking ORM will *sometimes* work in normal functions if your code doesn't have complex/multiple queries. @app.post("/register", response_class=HTMLResponse) async def register_post(request: Request): User = get_user_model() <---- this is a Django function returning Django user model. form = await request.form() username = form.get("username") password = form.get("password") email = form.get("email") user = User(username=username, password=password, email=email) user.set_password(password) <--- Also django. So much code to use in Django's massive framework. This works nicely as a way to create users and Django Admin will show the users to you. await user.asave() <---- just use asave instead of save(). This is django. return RedirectResponse("/login") # Why not just use Django Ninja or Django REST? # Well, we get really great support for Websockets in FastAPI, plus a much # Nicer dev experience (arguably) and uvicorn is really fast. @app.websocket("/ws/chat/{path_id}") async def websocket_endpoint(websocket: WebSocket, some_id: int): await websocket.accept() case = await SomeObject.objects.aget(id=some_id) # And what about AUTH? # Partially integrating some Django features works nicely. The standard 'FastAPI' way seems to work. Keep the Django User model, authenticate the users directly with the ORM of Django, and issue the tokens the way you would as per FastAPI docs. now run: uvicorn fast.main.app -- reload Uvicorn will run FastAPI as normal, and it will mount Django at /d/. Which means that localhost:8000/d/admin will give you Django Admin, which is hugely powerful during development and production. You now have all the power of the Django ORM, mirations, admin, set_password, auth users, etc etc, Jinja2 templates, and the speed/dev experience of FastAPI. 

Lately I've been itching for a game from a subgenre I can't for the life of me find the name of, so I'll describe it. Looking for games with a low-tech aesthetic of CRT monitors, control boards with flip switches and flashing lights, readouts, sliders for adjusting outputs of various systems and so on, where you control your ship in a manner similar to submarines (control room, adjusting bearing and velocity, orienting through radar and sensors, physically going to an engine room and fixing broken equipment, swapping parts by hand, etc).
​
Games I've played I can think of that would fit this description would be Objects in Space, DeltaV: Rings of Saturn, Pulsar: Lost Colony, Highfleet (don't like the gameplay but I enjoyed the interface), maybe even games like Duskers, Nauticrawl, Barotrauma and Deadnaut to some extent. Mainly looking for space sim games (sandbox, open world, privateer) but wouldn't mind submarine-style or similar, however I'm not interested in actual submarine sims like Silent Hunter. Single-player or AI coop.

I moved here many years ago. I must admit, I was terribly unsure of this place when I first arrived though. I spoke with a lot of friends that lived in different countries and none of them had been here before. I liked this idea, because I wouldn't be influenced by their opinions. I guess you can say I'm a bit of a romantic and I wanted to make my own story.
I'll never forget my first few experiences here, right off the airplane and through passport control, my service bus driver couldn't find me and when he did he was furious. We would go on to be stuck in atrocious traffic for 2+ hours after exiting Sabiha Gökçen. He let me smoke a few cigarettes in the back as I was the only pick-up. A language course took a chance on me and gave me a job while I was living in a different country, they arranged the pick-up. To be honest, they had no business hiring me as it was a huge risk for them - I didn't have any experience. But I'm happy they took it because Istanbul, and Türkiye in general, gave me so much I have no idea how to pay it all back.
At that particular language course, I made life-long friends with a couple of foreigners. But I must admit yet again, it was the foreigners (other Americans, English, Australians to be precise) that put me off of this place. Yes, there were some Turkish cultural things I couldn't understand (the Istan-bulldozer, specifically; the guy who walks directly into you was one of them). However, I grew to learn and accept many things here, and even adapted some of them into my character because Turkish people have a resilience, positive outlook (that may have disappeared) and an iron strength to take risks and not be afraid of them.
It wasn't until I met my first local friends that I started to really fall in love with this place. The amount of deep, heart-felt, caring and warm conversations we've all had over the years are fresh in my mind as if they were yesterday. My Turkish friends weren't afraid of their emotions and sharing a part of themselves, these types of moments I had always struggled to find back in the States. We are often hyper-individualistic, opportunistic, and competitive. Not always bad things, but we mustn't ever forget our group identity as well. I consider myself an open person, I like to get to know people, I love human connection - I found a home away from home in a very distant country. My family is close, we speak often, when I opened myself up to the Turkish culture I started to find more similarities between Turkish people and my family. I have an insane great-uncle back in Galicia whom many have stated: "if you needed it, he would give you the shirt off of his back" and that really describes Turkish people in a general sense. I love my Turkish friends, and I will never be able to thank them enough for making me always feel at home. I felt out of place at times in the US, I have rarely felt this way before here. I love the Turkish culture, the language, the food, the nature, the hard-work and can-do attitude.
I've been fortunate to see a lot of the world (at the expense of savings/investments, while I don't regret it, it would be nice to have some of that money now) and I can confidently say there are only two places in this world I ever need to see again and that is the USA, and Türkiye. I've been all the way to Indonesia, up to the UK, down to South Africa; nothing compares to the Aegean coast and I will be happy to visit every year if I can. I thank God a million times, or whoever is up there, that put me on the path that led to Istanbul.
I'm writing this into the void, but it's needed. I left the USA a child and I'm returning to the USA a man. I thank the Turkish people for all of this. I thank them for all of the life lessons, and for giving me my work ethic. No one works as hard as Turkish people in my experience. I'm leaving with my wife, and our future child.
Do we want to leave? No. For us personally, life has fallen apart and only gotten worse over the last 4 years. When the taxi drivers ask why we're leaving, I always start the conversation that things were fine before COVID, but quickly got worse. It's really irrelevant to list off everything that has happened, if you speculate, there's a chance you'll make a list of 10 reasons why we're leaving, and you'll be correct 8/10 minimum. I hate politics, I didn't used to hate politics, I once made it a huge part of my identity. But that doesn't matter, no one should be in power for 20+ years, and it disgusts me that he will get another 5. What's upsetting is that any rational person understands that the only constant is change, so why not change something? Doesn't everyone need it? Haven't every single one of us here lived through enough? Green beans / kilo 60TL? I've watched my purchasing power, my salary, my comfortable life as a foreigner in Türkiye disappear into nearly nothing. This is no place to raise a family, this sends the wrong message. I hold only contempt for the ignorance that continues to enjoy their suppression and lack of vision for their future.
The discussion about leaving began 3 years ago, I don't blame Sunday evening's result on this. We knew that things would perhaps continue to get difficult even if the one who we all wanted to win had won. How can you put back together this mess in a quick manner? No one will be able to do so, it will take years to correct the course economically, and that correction may take another 5+years on top of the 5 we all must wait for. I wanted a simple middle class life, that's always been my goal. An apartment, one car, two kids. That is impossible with the current salary that I make. Impossible. I hear from many supporters that the people here in Türkiye live outside of their means. Bullshit. A 2016 Hyundai does not cost 800,000 TL and any ignorant fool should see that.
There is no freedom to speak your mind here, my boss simply stated "Turkish people love to be controlled and told what to do, they don't want freedom". I'm sorry to say, I agreed with him. This of course excludes the ones who didn't vote for the status quo. If there were a freedom to speak your mind, this wouldn't have happened. One day, I hope you'll enjoy the pleasure to say something along the lines of Fuck you Trump, Fuck you Biden - it's something that is relieving and important in any functioning society. Enough with insult laws, what pettiness.
So, thank you for everything, I'll be back every year. I love this place, and I will never forget what it gave me. I hope for all of you that you will survive this storm. Knowing Turkish people, you will. Türkiye is a safe, warm, and welcoming country, please never forget this. Godspeed, see you next time.

The quarantine lifted.
It was determined that whatever was going on wasn't spreading, that aside from the fact that people who visited could turn into Kobolds.
The scientists who had transformed stuck around, partly because they wanted to do more research, and partly because, well, they were Kobolds and we were making this place as comfortable for our kind as possible.
With quarantine lifted, we were finally able to make contact with the outside world.
The problem was, our restructuring meant that new internet lines needed to be laid, and nobody was willing to come out here to do it, lest they become a Kobold. It wasn't even a 'We'll find someone who is willing to do this." It was a flat out, "We will not extend our services until the situation there is resolved."
So, unless we went out of our way to go to the city and hijack the library, we were, and continued to remain, largely socially isolated. Our phones still worked, sure, but out here, the signal wasn't really that great on the best of days, and that was when the service tower was being maintained.
It wasn't even a week until it just flat out stopped working. Then our utilities started shutting down for likely the same reason. They weren't willing to send someone our way to maintain power lines, they weren't willing to keep our pipes maintained, they weren't willing to take care of our sewer system.
It was effectively an eviction notice.
"We have no power, no running water, and no phone or internet." Nakk said. "We are completely socially isolated out here, and we scrapped all of our cars just to ensure we can comfortably get from place to place here."
Rekka spoke up. "We have enough parts to make another tram, we just connect it to the nearest city, and we use that as our primary method of transportation."
"Problem with that. We don't have any permits to build in or around the city. We try, we run into the problem of people tearing it down, fining us, and generally making life a living hell for us."
"Then what are we supposed to do, huh?!" Kuvli snapped. "Just let them tell us no? I say we make this everybody's problem. If they're willing to cut us off from everything we need to function in a modern society-!"
"Then we don't live in a modern society." Merti interrupted. We all stared at her. "Yes, it's shit that nobody is willing to at least give us the means to maintain our current way of life, so we refuse. Our mining? That will be for our own use, to make what we need when we need it, rather than outsourcing to companies that practice planned obsolescence. We have magic that can purify food and water, that can create berries that can sustain a person for an entire day."
"I can create ten gallons of water in either a container or as rain in a thirty-foot cube,
"For over 70,000 people." I said.
"It is literally better than nothing." He stated. "Pouring all of our resources into creating water, having a reservoir for waste-"
"Is still going to have a net loss, even if half of us don't sweat." Tudru said. "Bare minimum, around 16 cups of water is needed per day for the average Human to survive. Not thrive, survive. Ten gallons gives is enough to keep ten people alive."
"So, what do we do, then?" Tatla asked. "Even if every Human leaves, we're still up shit creek, and nobody's abandoning their home."
"With what we have, how long can we last?" I asked.
"Assuming no rain, however many gallons of water-" Tudru started.
"We have eight Clerics with four 1st level spell slots and two 2nd level spell slots." Galax interrupted. "Upcasting creates an additional ten gallons. If my math is correct, that is the equivalent of eight first level castings of the spell, so six-hundred and forty gallons total per long rest. Assuming we do nothing but create water, no healing injuries or anything, we can create a total of one-thousand nine hundred and twenty gallons. We can provide enough water for one-thousand nine-hundred twenty people."
"Three days with everything we have. Three, maybe four days with just that." Tudru replied. "Let's face it, we're going to need a fucking miracle."
"Then I will get started praying." Galax stated. "Maybe if enough of us pray, Bahamut will grace us with rain. If that will be all..?"
"We should let the people know." I said. "Make finding a solution a crowd-solved problem, give them the opportunity to start leaving now while we have time."
Nobody liked this idea.
"That will cause panic, mass hysteria!" Tudru yapped.
"Then come up with a better plan, then!" I roared. "Because there are over 70,000 people out there, they are trusting us with their lives!" I looked around. "And what if the Anomaly follows us, huih? What if we all go to the city, and we start turning people into Kobolds just by proximity? Or what if the Anomaly goes somewhere once we're all fucking dead!?"
I struggled to catch my breath. "We can't rely on miracles. We can't rely on magic. So we either find a source of water that's least likely to kill us, and we start using that."
"Can Locate Object locate an aquifer?" We all looked at the Humans, who were having much the same discussion among themselves. "I mean, it's an option, right?"
"There!" I said, pointing at Dave. "Fucking brilliant! Who the fuck can cast that?"
"Clerics, Druids, and Rangers." Dave replied. "We might have to wait a day for them to reset-"
"I have the spell prepared." Merti said, raising her hand. "I mean, I've never used the spell personally, but since we lost internet, I keep it prepared specifically to help me find my phone. Not that my phone's useful at the moment."
"Alright. Merti, Rekka, you're on water duty." I said. "If you can locate an aquifer, get as many people as you need to tunnel down to it and get a pump installed. You've got scientists, they might be able to determine if it's sustainable."
"What, you're ordering us around, now?" Kuvli asked.
"Are there any objections?" I asked pointedly. "No? So my assumption that the two people with the skills and magic necessary to succeed was correct?"
"Your point is made." Galax stated. "I would also like to hazard the suggestion of Tatla and her cadre of Rangers going out and finding us potential sources of water. A river, a pond, anything. A spring might be useful."
I nodded. "I second this." I said. It went around the table, Tatla was incidentally the third to agree.
"At this juncture, we should at least make sure the people are aware that water is probably going to be an issue, and we should get someone on bringing this to the attention of the news. Maybe getting people on our side out there will help."
"Do we really want to deal with people who would drop us like a bad egg the moment we're inconvenient?" Jason, Tudru's partner, asked. "I mean, this shit's basic Human rights, they can't argue that you're not entitled to it because we're here."
"We give people a chance to right their wrongs." Galax stated. "Once it's clear we are abandoned, then we act appropriately. Not before." He looked at his partner. "Right, Jake?"
Jake, a former pastor turned worshiper of Bahamut, nodded. "Right. Honor and Correction to the enemies of Justice and Good."
We agreed to convene the next day at the latest, with the church bell serving as a signal to gather.
First, we posted the results of today's meeting on the town bulletin board.
[Due to the shut down of basic utilities, and the lack of immediate water, the Council has unilaterally declared an emergency situation. Residents of the Warren are encouraged to limit themselves to 16 cups of water a day if at all possible. It is estimated we have three days of water.
During this time, we have deployed our Druids and Artificers to attempt to locate sources of water from aquifers. We cannot guarantee this alone will suffice, and urge residents to continue rationing water as described above.
We have also deployed our Rangers to search for other sources of water, and have given them permission to do whatever is necessary to ensure our survival.
In addition to this, we are opening up suggestions to the public on how to deal with this situation. Please remember to boil your water before drinking it, if at all possible.
Lastly, we are looking for volunteers to head into the city to get in touch with local news.
Persvek taexirsj ekess hesi xiekivi.]
There was some panic as people realized how serious the situation was, but everyone immediately got to work on solutions. Plastic and metal rain barrels were set out, carpenters immediately got started on making wooden barrels for long-term water storage. Each barrel was ten gallons, in preparation for the Clerics, who would expend their allotment of spells and pray to Bahamut for aid.
They put up a sign that read, [We are praying to Bahamut to grant us rain. We will not force you to pray with us, but if you wish to send your earnest prayers, do not hesitate to join us.]
I watched this from a distance, contemplating whether or not I wanted to join in. The sound of birds chirping nearby caught my ear, and I looked around to see a Human sat on a bench, surrounded by birds, gently tossing bird seed out.
He was an older man, with graying hair and a kind smile. He was dressed in loose garments, not unlike what the SCA made for everyone. I walked toward him.
"Everyone's trying their hardest to get us set for water, and here you are, feeding the birds." I remarked.
"Is that illegal, perhaps?" He asked.
No, just an observation." I said. "I'm still getting acquainted with everyone in the Warren, so I'm sorry that I don't recognize you."
"It's quite alright. Not many people do." He patted the seat beside him. "Don't worry about scaring the birds, they're quite fearless."
I walked over to him and sat down. He held his bag of seeds out to me, and I took a handful, spreading them out so all of the birds could have a chance to get some.
"An equitable allowance." The man remarked. I looked at him, his eyes were blue, like the sky before a storm. They captivated me in a way no others had. He smiled. "You were well-chosen to lead, not many would care for such fleeting lives."
He chuckled, as if to a joke I didn't understand.
"Do you think we'll survive this?" I asked.
"Is the situation so dire, that survival is your worry?" He asked. "Thousands of people all working together. Enough barrels, and the town is set and ready to live for years."
"That's assuming the rain comes." I said. "I've... never really had much respect for gods who would make their worshipers pray for miracles."
"Prayer is a petition." He stated. I shot a questioning look at him. "You are used to the notion of an infallible, omniscient deity who does not answer prayers. Such a being, can they truly be worthy of worship?"
"No." I said.
"Ah, but look at the sky."
I looked up, I could see storm clouds slowly making their way toward us. I looked at him, he chuckled again. "As I recall, the forecast predicted nothing but sunny days. Not a cloud in the sky. This, to me, seems like a miracle."
"It has to be coincidence." I said.
"Perhaps." He said. "It is easy to see coincidence in everything. An entire town falls asleep all at once, yet nobody is injured. Not a single person dead from such a sudden and disruptive moment. This is before that town's major mine collapses, trapping thousands inside. Yet, everyone who is capable of efficiently clearing out the rubble does so, they have the means to support the mines, they are able to rescue everyone who is still alive." He looked at me pointedly.
"Okay, but that's still two shitting things that still happened." I said.
"A miracle never shines in peace." He said. "It is when things are dire that they are truly miracles."
"Are you... preaching at me?" I asked.
"Presume that I am." He said. "I am speaking of absolute crises resolving in a manner that mitigates damage, that preserves more lives than is lost. Nobody crashes their car, nobody drives over someone who has passed out in the street. Everyone is able to stop. Magic does not care, it is a force that does what it is meant to do."
"Alright, so things weren't as bad as they could have been. But it was my efforts that kept the mine from collapsing until the last minute." I pointed out.
"Solely your efforts?" He asked.
"Well, no." I said. "But if I wasn't there, it would have been much worse."
"Remove any one person from the situation. Just one, and it would have been much worse." He said solemnly. Remove the man who diverted a boulder with a clever use of a spell, the man whose insistence on repairing everything he could and all of those lives would be lost. Remove the Cleric, who stabilized the still living, who healed the dying, and there would be more who could not live. Remove the man who desperately dug for his son, who willingly sacrificed his Humanity, just on the remotest chance that he was still alive, still breathing. Who was able to hear the merest of sound at the peak of his despair and desperation."
He rest his hand on my shoulder. "You are alive, because of something many would consider a miracle. And now, rain."
I heard the first few drops of rain fall, followed by the cheers of thousands of people, I heard Galax singing, praising Bahamut for delivering a miracle.
"And now, rain." I echoed.
"Go, celebrate." He said. "Pretend for a moment that you have been given a grand and magnanimous gift, that there is truly something out there watching, who wants you to live, to succeed. I will sit here, and enjoy the sound of the rain."
I nodded and stepped around the birds, who were still pecking at the seeds. I stepped out into the rain, and as it fell on me, around me, I couldn't help but feel relieved.
Maybe we could make it through this.
[Navigation for 'Dragon Rising'- [1] [2] [3] [4] [5]]

This event lasts until June 8th 20:59 JST. (countdown timer here)
In this event, you are to select a difficulty, and the game will randomly generate a medley consisting of three songs. Songs are selected based on which Groove type it is. All-Type songs will also be selected in any of the Groove types. Only the idols with the same type as the chosen Groove get the 30% same-type Appeal bonus even on All-Type songs.
Your unit's Visual appeal is increased by 150%, thus making it easier to achieve higher score if your unit is Visual-based. This is vital to making into the high-score ranking.
You can change your Groove type and songs if you don't like the songs the game selected. It costs 30,000 money to change it. Press the GROOVEを変更 button to do so. This will select a Groove of a different type from your original selection. You can change Groove again for the second and final time for 50,000 money.
You can also use autoplay tickets to play entire grooves. The amount of tickets you can use at once follows the same formula as autoplaying any other live: max_tickets = floor(2*max_stamina/cost_of_single_live). It works as expected (ie. you will still receive a 0.7x reduction in rewards but there is no penalty to your score), however you do have the option to turn it off during the encore song.
During the Groove, hitting notes will affect the Applause Level in the following way:

Perfect	Great	Nice	Bad	Miss
+ Applause	+ Applause	No Change	-0.1 Applause	-0.1 Applause

The higher score for a note, the higher Applause level you receive. Thus, higher combo yields higher Applause level. Bad and Miss will both result in -0.1 Applause level.
You can choose to rest between songs during a medley, and the game will throw you back to the title screen, where you can close the game and resume your medley later, without losing stamina. Keep in mind that if you choose not to resume your medley, you'll lose your stamina.
Ending a LIVE Groove at Applause Lv 17 or more allows you to play Natsukko Ondo as an encore. If you are playing on Master and it's Lv 21 or more, you have the option to play the MASTER+ difficulty for Natsukko Ondo (or just MASTER).
Before entering the encore stage, you can choose to replenish your health for 10 jewels. You can also choose to rest and resume playing the encore stage at a later time (choosing this will boot you back to the title screen). Generally it's not advised to replenish your health, since it costs the same to revive after you fail.
You can choose to play with 2x the Stamina for a single play from the start of the event. You receive 2x the Event Points, Money, Exp, Fans, and Hearts.
You can view the MV of Natsukko Ondo after clearing a Groove once. Just press the MV button at the upper-right corner of the difficulty selection screen. You can also use your Rehearsal Ticket to practice Natsukko Ondo. Press the Rehearsal button next to the MV button.
There is a Stamina Drink 50 for logging in (ie going to the event page). The Stamina Drink 50 EXPIRES daily, so use it!!!
Event businesses give out Event Points as well.
Rewards are handed out 15 hours after the end of the event.

Trivia:

• This is the second time that Haru is the ranking reward; she was the ranking reward for Just Us Justice, the primary reward for 青空エール and the February 2018 Caravan, the point reward for 輝け！ビートシューター, and the secondary reward for ドレミファクトリー！
• This is the third time that Miria is the point reward; she was the ranking reward for THE VILLAIN'S NIGHT and the secondary reward for 青空エール and shabon song

Notable Rewards:

Reward	Requirement	SR	SR+
Pinyayagura	2 500 Event Points
[Natsukko Ondo] Akagi Miria	10 000 Event Points	Pic	Pic+
[Natsukko Ondo] Yuuki Haru	15 000 Event Points	Pic	Pic+
[Natsukko Ondo] Akagi Miria	20 000 Event Points
Past Event Scouting Ticket	24 000 Event Points
[Natsukko Ondo] Yuuki Haru	25 000 Event Points
[Natsukko Ondo] Akagi Miria	30 000 Event Points
[Natsukko Ondo] Yuuki Haru	35 000 Event Points
[Natsukko Ondo] Akagi Miria	40 000 Event Points
[Natsukko Ondo] Yuuki Haru	45 000 Event Points
[Natsukko Ondo] Yuuki Haru	200 000 Rank
[Natsukko Ondo] Akagi Miria	200 000 Rank

Premium Rewards:

Reward	Requirement
50 Star Jewels	1000 Event Points
50 Star Jewels	2000 Event Points
50 Star Jewels	3000 Event Points
50 Star Jewels	4000 Event Points
50 Star Jewels	5000 Event Points
[Natsukko Ondo] Akagi Miria	6000 Event Points
50 Star Jewels	7000 Event Points
50 Star Jewels	8000 Event Points
50 Star Jewels	9000 Event Points
[Natsukko Ondo] Yuuki Haru	10000 Event Points

Missions:

Missions	Reward
500 Combo in Live Groove	1 Stamina Drink 30
1000 Combo in Live Groove	50 Star Jewels
Applause Level 40	1 Stamina Drink 30
Clear MASTER+ of the event song	50 Star Jewels
Obtain 300 Event Points (Reset daily)	25 Star Jewels + 1 Candy

Event Points:

Points from Encore:

Rank	MAS+	MAS	PRO	REG	DEB
Rank S	174	160	112	78	47
Rank A	167	153	107	74	45
Rank B	160	147	103	71	43
Rank C	151	139	97	67	40
No Rank	151	139	97	67	40
Fail	0	0	0	0	0

Points from Groove:

Applause level	MAS/+	PRO	REG	DEB
99~	505	382	275	175
97~	504	381	274	174
95~	503	380	273	173
93~	502	379	272	172
91~	501	378	271	171
89~	500	377	270	170
87~	499	376	269	169
85~	498	375	268	168
83~	497	374	267	167
81~	496	373	266	166
79~	495	372	265	165
77~	494	371	264	164
75~	493	370	263	163
73~	492	369	262	162
71~	491	368	261	161
69~	490	367	260	160
67~	489	366	259	159
65~	488	365	258	158
63~	487	364	257	157
61~	486	363	256	156
59~	485	362	255	155
57~	484	361	254	154
55~	483	360	253	153
53~	482	359	252	152
51~	481	358	251	151
50~	480	357	250	150
49~	478	355	248	149
48~	476	353	247	148
47~	474	352	246	148
46~	472	350	245	147
45~	470	349	244	146
44~	468	347	243	146
43~	466	346	241	145
42~	464	344	240	145
41~	462	343	239	144
40~	460	341	238	143
39~	458	340	237	143
38~	456	338	236	142
37~	455	337	235	142
36~	453	335	233	141
35~	451	333	232	140
34~	449	332	231	140
33~	447	330	230	139
32~	445	329	229	138
31~	443	327	228	138
30~	441	326	226	137
29~	439	324	225	137
28~	437	323	224	136
27~	435	321	223	135
26~	433	320	222	135
25~	431	318	221	134
24~	430	317	220	134
23~	426	314	219	133
22~	421	310	216	131
21~	417	307	214	130
20~	412	304	211	129
19~	408	301	210	127
18~	404	298	207	126
17~	399	294	205	124
16~	395	291	203	123
15~	391	288	200	122
14~	387	285	199	120
13~	382	282	196	119
12~	378	278	194	118
11~	374	275	191	116
10~	369	272	190	115
9~	365	269	187	114
8~	360	266	185	112
7~	356	262	183	111
6~	352	259	181	110
5~	347	256	179	108
4~	343	253	176	107
3~	339	250	174	106
2~	335	246	172	104
<2	330	243	170	103

Useful Links:

• Basic Japanese Translations for Deresute by SnowGames
• CGSS Groove Calculator by AidoruRisemara
• Tier Border Bot
  • aidoru.info by AidoruRisemara
• Tier Prediction Bots
  • Arisu bot
• Deadline Countdown
• Japanese Wiki Event Page

Previous Results:

These are the results for the past 6 events. For a more comprehensive list, please click here.

Event	Reward	Duration	2 000	10 000	20 000	60 000	120 000
Starry Night	松永涼	246 hours	153 761	103 695	64 151	25 881	3 000
Majoram Therapie	夢見りあむ	222 hours	136 412	93 933	59 649	25 033	4 049
認めてくれなくたっていいよ	松永涼	222 hours	143 621	98 026	61 163	27 822	8 522
ささのはに、うたかたに	佐城雪美	222 hours	148 389	92 660	57 307	24 586	3 852
New Bright Stars	桐生つかさ	222 hours	103 346	73 499	53 904	24 188	3 953
CoCo夏夏夏 Holiday	上田鈴帆	198 hours	109 998	72 964	52 587	25 226	7 052

Final Result:

Event	Reward	Durations	2 000	10 000	20 000	60 000	120 000
Natsukko Ondo	結城晴

Credits:

• starlight.kirara for pictures
• Applause Level Points: AnthonyDraft, JoolTheif, Glenowan, altheas2, Ameto11, shiinamachi, Yumeno_Akari, MH_MD, Tenorilove

So I have log messages containing fields like: numberOfPlayers: 50 team: Alice numberOfPlayers: 60 team: Alice numberOfPlayers: 70 team: Bob numberOfPlayers: 40 team: Bob
I want to get 99th percentile across largest numberOfPlayers in a team, basically I want to get p99(bob team's largest numberOfPlayers, alice team's largest numberOfPlayers, ....)
I've written this log insight query to successfully get largest numberOfPlayers across all unique teams as an alias called largeset: fields @log pct(numberOfPlayers, 100) as largest group by team So results became: largeset team 60 Alice 70 Bob
But when I tried to get p99 percentile on the alias largest like this: fields @log pct(numberOfPlayers, 100) as largest group by team pct(largest, 99) It won't let me to do so, syntax error.
Is it possible to do such pct() on an alias? If not, how should I write the query to get this single value of p99?

The Chelsea FC Women May round-up - champions Chelsea complete the triple Double, in a perfect May

Welcome to the final Chelsea FC Women monthly round-up of the 2022/23 season. This post is a long read, so feel free to skip to the end for a brief overview!

Introduction

It was a mixed April for Chelsea, in which we won one semi-final, and lost the other.
A spirited, but in the end, painful two-legged defeat to Barcelona in the Champions League meant our European dream came to an end. We were still left fighting in two competitions, however, having beat Aston Villa to advance to the FA Cup Final for the third year in a row.
As well as facing Man United in that banner occasion in May, we were also locked in a tense title fight with the Red Devils in the WSL - both the league and cup were to be decided in the final month of the season, meaning Chelsea had seven games to determine whether we made it a third Double triumph in three seasons, or finished the season empty-handed.
Chelsea’s congested fixture list meant we started the month seven points behind leaders Man United in the WSL standings - but with three games in hand. That meant it was in our hands - win out, and we would win the league.
Seven games to define the season - one cup final, and six in the WSL. Chelsea would be playing two games a week - whilst our rivals benefitted from a lighter schedule. The Blues had been heavily hit by injury this season - it was confirmed ahead of the run-in that Fran Kirby and Millie Bright would be out for the end of the season, although we were boosted by the return of Pernille Harder and Kadeisha Buchanan.
This has been one of the most gruelling and challenging seasons in recent memory for Chelsea - both on and off the pitch. Emma Hayes’ team are used to making the ends of seasons glorious ones - and that experience and champion mentality could be key to making the difference.
It was not going to be easy - but when the calendar turns to May, Chelsea come out to play, saving our best for when we needed it the most. It was set to be a tense month, of hoping that history would be repeated.

Key headlines

Injury updates
The ongoing injury epidemic - especially serious knee injuries - has been one of the storylines of the women’s football season. This has been especially concerning for many players and teams, with the World Cup looming in July.
Another of Chelsea’s own joined the unfortunate ranks this month, with young defender Jorja Fox having torn her ACL whilst out on loan to Brighton. The 19 year old has returned to the club for her treatment.
It was also confirmed that Fran Kirby would miss the end of the season, and the World Cup, in another cruel blow for a player who has been so blighted by serious injury and illness. Our two-time Player of the Year will be back in pre-season, having undergone knee surgery.
Millie Bright, meanwhile, is expected to be fit for the World Cup - but would not feature again for Chelsea this season.
Harder and Eriksson depart
It had been long expected, but that did not make the news hurt any less. Club captain Magda Eriksson, and forward Pernille Harder - who joined Chelsea in 2020 for a then world record fee - confirmed that they would be leaving Chelsea upon the expiry of their contracts this summer.
The couple are likely off to Bayern Munich. It has been known for a while that the duo would be taking on a new challenge - announcing it before the end of the season gave the opportunity for fans to see goodbye at Kingsmeadow, and then again in the final game of the season - and to give two icons of Chelsea the send-off they deserved.
It was an emotional farewell for all involved - and their contribution, especially that of Magda, in her six years at the club, will always be a part of our history, and never forgotten.
Awards
With the season drawing to the close, it’s the time of the year that the end of season accolades are handed out.
Sam Kerr was voted the FWA Women’s Football of the Year, for a second year in a row. Despite her contribution to our success this season - it was something of a surprise, with many thinking that Aston Villa’s Rachel Daly should have won.
Nonetheless, it was deserved - we would not be where we are without Kerr.
First signing
Chelsea are getting their business done early, having already announced that Sjoeke Nusken will join the club this summer. The 22 year old German midfielder joins from Frankfurt, and can play in either a deep-lying or box-to-box role.
With rumours of some other big signings to come, it could be a big summer…
Fran Kirby extends her contract
It was not all bad news for Kirby this month - following her knee surgery, it was also announced that the club have activated an extension on Fran’s contract, meaning she will stay at the club until 2024.

Now - to the action!

Chelsea 2-1 Liverpool (WSL)
First up in May was the rearranged WSL home game from January, against Liverpool. The match had been abandoned after just six minutes due to a frozen pitch. The truly farcical scenes drew much criticism of how the matter was handled - with fans inconvenienced and players put at risk.
Liverpool had gotten Chelea’s season off the a shocker of a start, when they upset us 2-1 on the opening WSL weekend - but we have gone on to beat them in the FA Cup since. Former Chelsea boss Matt Beard’s side sat seventh in the standings ahead of this one, meaning they had avoided relegation in their first season since returning to the top flight.
Despite the exertions against Barcelona, with nearly a week’s rest after that energy-sapping exit, Emma Hayes felt she only needed to make the one change. It was an attacking one, with Lauren James coming in from the start, and Maren Mjelde dropping out - meaning Eve Perisset dropped into a back three alongside Magda Eriksson and Jess Carter.
Any thoughts of a straightforward evening were rapidly dissipated, when Liverpool took a shock lead after just two minutes.
It was a goal of our own making. The aforementioned Perisset gave the ball away, and Liverpool pounced, with full back Emma Koivisto meeting a Natasha Dowie cross at the far post.
The Chelsea response was a good one - setting about the task of overhauling the Liverpool lead well, by dominating possession and laying siege to the opposition penalty area.
Unfortunately, Liverpool were equally up to their task, and defended with a determination and energy that had been entirely absent from their 4-0 defeat to relegation-threatened Leiecester in their previous outing. Based on our encounters this season, it seems like Liverpool have already developed a penchant for getting it up against Chelsea, on their return to the top flight. Maybe the presence of ex-Blues boss Matt Beard in their dugout has something to do with that…
Highlights of their defensive effort included a superb last-ditch block from former Chelsea player Gemma Bonner, to deny Sam Kerr what seemed a certain goal. Debutant keeper Faye Kirby also pulled off a series of superb stops - and when you have a goalie playing like that on her first senior appearance, it is easy to fear it may be “one of those days”.
Eventually, however, the Chelsea pressure told. Niamh Charles, who joined Chelsea from Liverpool in 2020, flicked home an equaliser from a Perisset corner - the latter’s assist making up for her earlier error.
With the score now 1-1 at the break, it felt like the Liverpool resistance could be at an end - with Chelsea having 45 minutes to find the winner.
The Reds’ heads, however, did not drop - and they set about their task of fierce rearguard action with the same focus as in the first half.
Emma Hayes moved to a back four, and used the full strength of her bench by bringing on Jelena Cankovic, Pernille Harder and Rytting Kaneryd. Harder in particular looked a threat - illustrating how much she had been missed in her long injury absence, since November.
Sam Kerr had gone close on a few occasions in the first half, but her threat had seemed to fade and frustrations grew as the game wore on.
It was however, the Aussie who in the end did what she does best.
Jessie Fleming was desperately unlucky to see her excellently-struck shot ricocheted off of the upright, in the 86th minute - but then immensely relieved (along with all Chelsea players and fans) to see the rebound find Kerr, who finally was able to beat Faye Kirby.
With that, Chelsea had found a way to secure a crucial three points - and ensure our title challenge marched on.
Chelsea 7-0 Everton (WSL)
Next came a home game against Everton, where Chelsea would be hoping for a more straightforward 90 minutes than in the previous game against the red half of Merseyside.
With the Sunday evening kick off slot, each of our title rivals had already played. Arsenal squeaked out a 1-0 win vs relegation-threatened Leicester, whilst Man United eased to a more comfortable 3-0 win against Spurs - maintaining their lead at the top. Man City, however, suffered a shock 2-1 defeat to Liverpool, meaning their title hopes are effectively over.
That meant Chelsea needed to do our bit - and keep on winning. Everton, sat comfortably midtable ahead of this game - well clear of any relegation trouble, and with no prospect of breaking into the top three to qualify for Europe. The last meeting between the two was the reverse WSL fixture, back in October, where a Niamh Charles wonder goal and a brace for Pernille Harder saw Chelsea win 3-1.
Emma Hayes rotated her XI, making five changes - with Chelsea still contending with a gruelling schedule of two games a week. The aforementioned Harder started from the bench - still to make her first start since returning from long-term injury.
Buchanan, Svitkova, Bright and Kirby remained unavailable - with the latter three now having been confirmed as out for the season.
Despite not having much left to play for this season, Everton started well, and had Chelsea on the back foot. The Toffees are a side who look good in possession, and had the Blues working hard off the ball early on.
What was to come, therefore, could not have been expected. The Toffees quickly melted in the early May sunshine, in the face of an absolute onslaught from Chelsea - who scored five sensational goals in the first half, from just five shots on target.
The Blues have made a habit of winning games whilst playing short of our top form this season - but this first half was Chelsea at our ruthless and scintillating best.
The first came from nowhere. With the Everton defence distracted by the movement of Sam Kerr, they allowed Guro Reiten far too much space in her wide left position - who unleashed a rocket to raise the roof at Kingsmeadow, and ignite the crowd. It was her tenth of the season - the first time our assist queen has reached a double digit goal tally for the Blues.
With Chelsea now with a spring in our step, a second came soon after. Sam Kerr had spent the day before representing Australia at King Charles III’s coronation - but this goal involved a different Charles, with Niamh delivering a superb cross for Kerr to nod home.
Unfortunately, that was to be Kerr’s last action of the afternoon - having rolled her ankle in the landing after her goal. She was able to walk off, giving hope her substitution was just a precaution.
Pernille Harder had replaced Kerr - and with her first touch of the game had put Chelsea 3-0 up. It was the Dane’s first goal since her brace in the reverse fixture against Everton - and another goal of the finest quality. Reiten cut the ball back for Harder to curl home, and put the win beyond doubt.
Chelsea were not done yet, however - Sophie Ingle next in on the action with a caressed finish, her first WSL goal of the season. There was still time for one more before the break - and this one was assisted by Harder, who laid it off for Jessie Fleming.
That made it 5-0 to Chelsea, in a truly five-star first half.
With a midweek game to come - and the FA Cup final the next weekend - Hayes made two half time substitutes. Lauren James replaced the superb Reiten, and Alsu Abdullina on for Eve Perisset for some rare WSL minutes.
It was a relaxed second 45 for Chelsea, who with big fixtures left to come and the three points already secured, did not need to take any risks. More could have been added to the tally, with James and Rytting Kaneryd going close - and a blatant penalty on James also turned down.
Erin Cuthbert and Jess Carter joined the party to complete the full complement of five substitutes, and just when it seemed the bunting was being put away for the day, Cuthbert and Harder produced a final flourish for a sixth Chelsea goal. The Scot surged from the halfway line into the Everton third entirely unopposed, and squared it for Harder to emphatically finish.
Cuthbert even had time to add a seventh - just minutes after Rytting Kaneryd had hit the post - to make it 7-0 to Chelsea, in arguably our best performance of the season.
A thoroughly brilliant win for Chelsea, which moved us into second place - four points behind Manchester United, with two games still in hand. The seven goals were a big boost to our goal difference too, although the Red Devils still had the advantage in this.
The only downside was the potential loss of Sam Kerr to injury - which also meant the two goals from Pernille Harder, signalling that the Dane is well and truly back, after her long injury absence, could not have come at a better time. If we were to go without Kerr, we would need Harder more than ever.
Chelsea 6-0 Leicester (WSL)
Chelsea were next in action midweek, fulfilling one of the two games we had in hand over Man United. That also meant our title rivals would benefit from three extra days' rest ahead of our FA Cup final clash at Wembley, on the upcoming weekend.
The opponents, Leicester, were fighting for their WSL lives - sitting 11th in the table ahead of this fixture at Kingsmeadow, two points above bottom side Reading.
Despite their lowly position, they had had some good recent results - including a 4-0 win against Liverpool, and had performed well in a narrow 1-0 defeat to Arsenal the weekend prior to this game.
Chelsea had earlier thrashed Leicester 8-0 in the reverse league fixture, but ahead of kick off Emma Hayes referred to them as “the most improved side in the WSL” - as they have made noticeable strides forward under manager Willie Kirk, since then.
Hayes also confirmed Sam Kerr was available for this fixture, with the issue that forced her into an early substitution against Everton only minor.
With the cup final looming, Kerr was not risked however - starting from the bench. Also starting from the bench were Katerina Svitkova and Kadeisha Buchanan on their return from injury - a welcome sign ahead of the run-in. Hayes made six changes to the line up that had started against Everton - including Pernille Harder starting for the first time since her own injury return.
Despite the changes, Chelsea very much started where they left off against Everton, pinning Leicester back from kick off - and had a deserved lead inside ten minutes.
The scoring was opened by the same player who had gotten the party started on the weekend - Guro Reiten storming in to finish a low Harder cross with aplomb.
The situation already looked ominous for Leicester, and the impending sense of doom deepened when another of Sunday’s goalscorers, Erin Cuthbert, made it 2-0 on 18 minutes. The Foxes were caught playing out from the back - a mistake engineered by the intensity of the Chelsea press, which had been relentless from the off.
Harder herself was then in on the goal scoring act with a brace, her second in two games The first was opportunistic - converting a rebound after Lauren James had had her shot saved. The second was some individual brilliance, capping off her own mazy run with a confident finish.
That made it 4-0 at the break, and meant that as against Everton, the game was already done at half time. Chelsea had made short work of Leicester, showing exactly the efficiency and ruthlessness that is needed at the crunch time of the season.
James added a fifth in the second half, to end a run of games without a goal. She did so with what is already becoming a classic of her repertoire - shimmying her way into a dangerous shooting position, then unleashing a rocket from range. Having got her goal, Hayes then brought James off in a series of changes made with Wembley in mind - Cuthbert, Reiten and Harder all also making way.
Jelena Cankovic made it a tennis score, and as a final positive note, Hayes was able to bring Buchanan on for Eriksen to get some minutes in the Canadian centre back’s legs for the first time since the injury she picked up in the April international break.
The six goals in this game, on top of the 7-0 win against Leicester, meant Chelsea had entirely erased Man United’s previously weighty goal difference advantage in the space of three days - now both locked on +42, and with Chelsea just one point off the leaders, still with a game in hand.
Chelsea’s form and confidence could not be better heading into the Wembley showcase - where we would take on our title rivals Man United in the FA Cup final. The return of Harder and Buchanan to fitness - and with Harder notching four goals in two games - brought even more cause for optimism, in a thoroughly excellent couple of fixtures for the Blues.
Then, onto Wembley.
Chelsea 1-0 Man United (FA Cup Final)
There is no bigger fixture in the women’s domestic game than the FA Cup final - and for the first time ever, Wembley was sold out ahead of kick off, meaning yet another attendance record would be broken in a season of milestones for women’s football.
It would be Chelsea’s sixth final since the showpiece fixture has moved to Wembley - and we had only lost one before. Victory against Man United would also make it a hat trick of FA Cup triumphs for Chelsea, having also won the 2021 and 2022 finals.
Standing in our way were a Man United team in brilliant form, who are also seeking to stop Chelsea winning the league title. It was Man United’s first ever final - and hence their chance to win their first ever trophy since forming a women’s team in 2018.
Man United had the sense of underdog and destiny on their side, whilst Chelsea had the experience and nous of knowing what it takes to win the biggest games. With the Chelsea players still amongst a relentless schedule, and missing key players like Millie Bright and Fran Kirby - there was a good argument for either side to take home the trophy.
The big selection news was Pernille Harder starting from the bench - a surprise given her back to back braces - with Hayes opting for Kerr, Reiten and James as her three primary attackers instead. This would mean Chelsea had a very dangerous game-changing player, lying in wait…
The game got off to a very notable false start - or two. First Chelsea tried to kick off before the pre-match music had finished - and then Man United had the ball inside the net within a minute, only for the Blues to be reprieved by the offside flag.
That would have given Chelsea the unwelcome record of having conceded the fastest goal at an FA Cup final for both the men’s and women’s competition, after Louis Saha outdid our own Roberto Di Matteo’s previous record, in 2009.
You might have thought this would have woken up Chelsea - but Man United looked in control, and Chelsea on the edge defensively.
Man United’s first-time-final nerves appeared to affect them in the key attacking moments third though - they were on top in the game, but looked scared to pull the trigger, and so despite a few shaky moments, did not hugely test Berger.
Emma Hayes decision not to use Harder from the start gave Sam Kerr a lot of work to do - she was tasked with keeping the Man United defence busy all on her own. Chelsea employed a similar strategy to that which had been successful in the game at Kingsmeadow earlier this year, in a 1-0 win where Man United had dominated but lacked a cutting edge, and were undone on the counter.
Lauren James looked lively whenever she was on the ball, and made ex-Chelsea full back Hannah Blundell work very hard in the sweltering heat. James also had a header tipped onto the post by Mary Earps - a reminder that even whilst Man United appeared to have the better of it, Chelsea would always be in the game.
With the score 0-0 at half time, there was a definite sense that was a much better score line for Chelsea - and that Man United might regret not finding a way to make the most of having the Blues on the back foot.
And so they did come to regret it. Hayes introduced Harder on the hour mark, as it was always expected she would - and the impact was immediate. Marc Skinner similarly tried to affect the game, but there were no players like Pernille for him to turn to - and his decision to take off Nikita Paris looked to be the wrong one, with United losing much of the impetus when she exited.
As well as taking an arm to the face that appeared to go completely unnoticed by the referee, Harder combined with Kerr to get in behind the Man United defence - and twice Chelsea failed to capitalise. With two such attacking threats to contend with through the middle, Man United all of a sudden looked rattled.
The third time was the charm.
Of course, it was Kerr who found the decisive finish. The Aussie treated the record crowd at Wembley to one of her trademark backflips, after having steered Harder’s low cross past Earps -
A double flip, even - hopefully a sign of things to come… .
The goal had a disheartening effect on the opposition. You got the sense that it had sunk United’s maiden voyage in search of their first ever trophy - and that Chelsea’s experience would now see them through.
However, including an agonising six minutes of injury time, there were still a few scares - in particular a late goalmouth scramble that left two Chelsea players collapsed on the deck, alongside the blue half of the Wembley crowd collapsed in the stands.
It was soon only the blue half that remained, however. The full time whistle blew, and the Man United exodus was matched by the Chelsea explosion. Jubilation greeted yet another trophy for Emma Hayes and her Chelsea side.
A third FA Cup win in a row. Another piece of history on another hallmark day for the women’s game - nearly 78,000 at Wembley in a record for the cup final, and any women’s domestic final.
There was still more to play for, of course. Chelsea had three games left to play in the league - where we remained locked in a gripping title race with the cup final’s defeated foes.
Whether this galvanised or deflated Man United remained to be seen. It was still in our hands - and after a reminder like this of the machine Chelsea are at the business end of the season, you would have been unwise to bet against Blue.
West Ham 0-4 Chelsea (WSL)
There was not much time to celebrate for Chelsea, with the team back in action just three days after the FA Cup final triumph at Wembley.
The Blues travelled away to West Ham, to make up our final game in hand on WSL leaders Man United - knowing three points at the Chigwell Construction Stadium would move Chelsea back on top of the WSL for the first time since March.
Paul Konchesky’s side have been in woeful form - having just the one win in the past 10 games, and you had to flip the calendar back to December last year to find their last WSL win.
Nonetheless, Chelsea could not be complacent, given the shocks, twists and turns this WSL season has already thrown up - and it was imperative to remain fully focused on the task at hand.
With this game following the cup final, and a huge game against Arsenal to come just four days later, rotation was a necessity - and Hayes made seven changes to the XI who started at Wembley.
These changes did little to disrupt Chelsea’s impressive recent form, who looked like they meant business from the off.
Niamh Charles deservedly opened the scoring for the Blues after 11 minutes - being quickest to a rebound to finish from close range. It was a goal that was extra special for the defender, as it came on her 100th appearance for the club. An impressive milestone, given she is still only 23.
It felt like similar score lines to Everton and Leicester might be on the cards, but West Ham - to their credit - dug in, and were able to push to dampen the Chelsea fire, and keep it to 1-0 at half time.
However, Pernille Harder soon had a second for the Blues shortly after play resumed - and Chelsea were comfortable from that point.
Sophie Ingle - who like Harder had been a substitute at Wembley, and in from the start in this game - slid the ball into the Dane in the box, who made no mistake with the goal at her mercy.
It was another excellent display from the bang-in-form Harder, who since returning from injury has now scored five goals, and three assists - including a game-changing contribution off the bench in the FA Cup final. Her return to fitness and form really could not have been better timed.
Ingle was then herself on the scoresheet, nodding home a rebound from close range, after the West Ham keeper could only tip it onto the bar.
Erin Cuthbert put a sensational cherry on top with a fourth goal in injury time - which was easily the pick of the bunch.
The Scot had come on as a substitute, and twice before gone close with long range efforts. At the third time of asking, she was able to find the net - an absolute pile driver of a strike, hit with all of the ferocity you would expect from our midfield dynamo.
In all, it was another impressive performance. Chelsea were comfortable, dominant, and ruthless in dispatching yet another foe in our quest for a fourth consecutive league title. .
The 4-0 win made it 17 goals in the past three WSL games for Chelsea - completely obliterating Man United’s prior healthy goal difference advantage.
The win also means for the first time in many weeks Chelsea and Man United have played the same number of league games - and the Blues on top of the WSL, holding a two point lead in the standings with just two games left to play.
The upcoming weekend would likely be absolutely crucial in deciding the destination of the title, with two huge games on the cards.
Chelsea would be hosting Arsenal at Kingsmeadow, whilst Man United would be at home to local rivals Man City in the Manchester derby. Neither City or Arsenal had any realistic chance of winning the title themselves at this point - but both would relish the prospect of having a major say in who does, especially if at the detriment of their respective rivals.
Following this result, Chelsea were back in charge - but that could all change in the next 90 minutes.
Chelsea 2-0 Arsenal (WSL)
It was a fixture that has been circled in the calendar all season long, and as expected, Chelsea's final home game of the season - against Arsenal - was set to be pivotal in determining who would be crowned champions.
However, it was not Arsenal that Chelsea were competing with to be crowned champions - as many expected - with Man United instead the team who sat just two points off Chelsea heading into the final round of games.
Whilst Chelsea would be taking on Arsenal at Kingsmeadow, Man United would host Man City in the evening kick off - 1st vs 3rd and 2nd vs 4th, WSL weekends do not come much bigger.
Win our game, and Chelsea would be all but there. Drop points - and it would be advantage Man United. This was huge.
The Blues had been in sensational form - stepping it up when needed to, as we so often do. Every game in May so far had been a must-win - and a Chelsea squad depleted by injuries and weary with fatigue had risen to the occasion. The Blues had won five in a row coming into this fixture, and in doing so had completely erased Man United's goal difference advantage with a series of thumping victories.
Our perennial rivals, Arsenal, still needed to confirm their spot in the top 3 for Champions League qualification next season - although their goal difference advantage means a win at Aston Villa on the final day would likely see them qualify regardless of the result in this game. There is no love lost between Chelsea and Arsenal - and although the Gunners and Jonas Eidevall would likely not be able to win the title this year, they will love nothing more than stopping the Blues and Emma Hayes from making it four in a row.
Arsenal have been plagued by injuries this season - Lia Walti was ruled out for the season in their mid-week win vs Everton, to add to the earlier losses of Beth Mead, Vivianne Miedema, Leah Williamson and Kim Little. Chelsea continued to be without Millie Bright and Fran Kirby, key absences of our own.
Emma Hayes named an attacking line up - with all three of Guro Reiten, Pernille Harder and Lauren James starting in support of Sam Kerr. Magda Eriksson continued at centre back alongside Maren Mjelde, with Hayes not disrupting the partnership that has done so well whilst Bright and Kadeisha Buchanan have been out injured - despite Buchana now being fit again.
This meant both Harder and Eriksson would be starting what was a very special game for the pain. It had been confirmed in the days leading up to this fixture that the duo will leave the club in the summer, this therefore being their last game at Kingsmeadow.
Chelsea started like a team who knew what this meant.
Arsenal barely had a kick in the first 10 minutes, their back three pinned back by a flying Chelsea team, who pressed high and kept the ball with focus and intensity.
Guro Reiten - arguably our player of the season - deservedly put the Blues ahead midway through the first half. Eve Perisset found the Norwegian with a delicious cross, after Arsenal had failed to clear their lines following a set piece - and Reiten’s smart finish was enough to beat Zinsberger.
This first half was Chelsea at our best - we looked better in every aspect than the Gunners, who just could not match the performance.
Despite the dominance, Ann-Katrin Berger was called upon on a few occasions - but when the second goal came it was for Chelsea, and the 2-0 scoreline was no more than the Blues deserved.
The goal scorer was one who sent the Kingsmeadow crowd into raptures.
It came from another set piece - Sam Ker headed across goal, where captain Magda Eriksson was first to react to prod past Zinsberger, meaning she would mark her final game at Kingsmeadow with a goal that could be crucial in Chelsea’s march to the title.
Arsenal, despite their injuries, are still a good team - and had proved that with their response to seemingly endless adversity this season, where they have kept getting results that may well see them in Europe next year, and nearly put them into this season’s Champion League final.
Their response in the second half, therefore, was not unexpected. The introduction of Steph Catley gave them fresh impetus, and not long after the resumption of play they had struck the Chelsea bar.
A penalty for Arsenal - with Sophie Ingle penalised for handball - gave them a golden opportunity to reduce the deficit. Stand-in penalty taker - and captain - Katie McCabe put it wide though, in a let off for Chelsea. Ingle had dominated the middle of the pitch for Chelsea - and it would have been cruel to see this tar her exceptional performance.
Chelsea needed to wake up, and Emma Hayes did her bit by bringing on Jess Carter for Lauren James, in an attempt to settle proceedings.
Berger had made some important interventions in the first half, and became increasingly important in the second 45 as Chelsea rode out the Arsenal storm. The Gunners, for all their improvement, still lacked a cutting edge, and too often wasted good opportunities with a poor final ball. The game gradually settled, and the introduction of Buchanan and Fleming helped the Blues to see it out.
The latter also meant there was the opportunity for Kingsmeadow to rise as one to show their appreciation for the departing Harder, who left the pitch for the last time in a home game for Chelsea.
A game which showed two of the best sides of Chelsea - who Emma Hayes in the pre-match build-up dubbed as “hybrid monsters” for the squad’s versatility. In the first half we showed our quality when playing on the front foot, dominating Arenal to take a deserved 2-0 lead. In the second half we showed our resilience when defending a lead - and professionalism and nous in being able to keep what we had, even with the assist of the penalty miss.
Taking all three points meant Chelsea went five clear, having played one game more than Man United - and effectively put one hand on the trophy.
If Man United had failed to beat Man City in the later evening kick off, then it would have been confirmed before the final day. However, despite 10-player Man City equalising in the second half - and for 20 odd minutes it looking like Chelsea were already champions - United found a stoppage time winner to ensure it did go to the final weekend.
Chelsea would travel to Reading knowing that a win would see us crowned champions for the fourth season in a row. The Royals are all but relegated following their loss against Spurs in their penultimate game - and given the challenges Chelsea have overcome to put themselves in this position, you would back the Blues to see it through… but would there be one last twist in the title race?
Reading 3-0 Chelsea (WSL)
It all came down to this.
After what has been the best WSL title race in years, the champions were to be decided on the final day.
Chelsea were in pole position. Since the March defeat to Man City, the Blues have won every single league game. The Red Devils had topped the table for most of the season, but mainly by virtue of the fixture list - as they had always been ahead of Chelsea in terms of games played.
A busy May has seen the Blues make up those games in hand - and completely erase United’s goal difference advantage - meaning that we headed into the final day with a two point and five goal difference lead.
In the blue corner, Chelsea were looking to make it a fourth WSL in a row and three consecutive Doubles. In the red corner, our rivals were looking to win their first ever league title - or trophy of any sort - since reforming as a club in 2018.
A win for Chelsea would confirm it, regardless of what Man United could do at Liverpool. Given the goal difference advantage, a draw may also be enough - but memories of the painful loss of the title on goal difference, on the final day in 2014, meant Chelsea would not want to chance it.
Our opponent faced a battle of their own. Reading were rock bottom of the WSL - and needed a win to avoid relegation, meaning this game was as big for them as for Chelsea.
The Royals form had been as woeful as their lowly position would suggest. However, they are something of a bogey team for Chelsea, having beaten us in this same fixture last season, and fought back well to a credible 3-2 loss at Kingsmeadow back in December.
Chelsea, meanwhile, were flying into the game - having scored 22 goals for the loss of just one against, in our six months in May so far.
It would also be the final game in Blue for departing captain Magda Eriksson, and her partner Pernille Harder. Magda marked her final Kingsmeadow appearance last weekend with a goal - and both would want to end their career at Chelsea on the ultimate high, and a goodbye that two such iconic and beloved players deserved.
In a rarity for Chelsea this season - given the fixture congestion and injuries we have had to contend with - Emma Hayes was able to name an unchanged XI for the final game of the 2022/23 season.
There was only one way for Reading to realistically play - try to frustrate Chelsea, and sting on the counter. As such, they set up with a back five, and within a few minutes it was clear that this was going to be a matter of attack vs defence.
Chelsea would need to keep patient, and keep calm - and did determinedly set about their business of breaking down the Reading wall.
Sam Kerr blazed the first good chance over, after some excellent build up from the Blues. Erin Cuthbert then hit the bar - and there was a growing sense the opener was coming.
The link up which has been so prolific this season proved fruitful again. A Guro Reiten cross from the left, a Sam Kerr header - and a Chelsea goal. Reiten has in many people’s views been our Player of the Season - the ‘Assist Queen’ added another to her tally of 19 for the year in all competitions, and her contribution has been crucial in a season where we have missed Fran Kirby and Harder for most of it. Reiten and Kerr have at times carried our attack this season - and so it was fitting they combined for the breakthrough here.
That made it 1-0 to the Chels, inside 20 minutes , and if this result held, the title would be staying at Kingsmeadow. Reading could have equalised not soon after, but Justine Vanhaevermaet could not convert a free header from a free kick. This was enough to remind Chelsea that we could not rest on our laurels, after having taken an early lead.
Royals forward Deanne Rose went off injured shortly after - a major blow for Reading, as one of their danger-women, and meant their chances of coming back in the game had taken a major hit.
Reiten further illustrated her contribution this season by getting the second goal, shortly before half time. The Norwegian capitalised on a poor back pass from Easther Mayi Kith to find herself one on one with the Reading keeper, and coolly nutmegged the unfortunate Maloney.
With that, Chelsea now had one (and a half) hands on the trophy - and it meant the second half would likely be a procession.
And so it was. Chelsea were never truly troubled in this game - having had nearly 80% possession, and 23 shots in total. This was always in Chelsea’s hands - the game, and maybe even on reflection, despite the season-long drama to get there - the title was always in our hands too.
Kerr got her second of the game late on by finishing off her own rebound to give the scoreline the resounding feeling that the dominant performance in the Berkshire sunshine deserved. A fitting way to end a storming run through the business end of the season - Chelsea took it up to a new level, and nobody else could match it.
Elsewhere, Man United did their part in beating Liverpool 1-0 - but it mattered little.
Magda Eriksson had been substituted off to enable the travelling fans to give our departing captain an enormous ovation - nothing less than what a genuine legend of this club deserves.
The only thing more fitting was what came next. For the tenth time as Chelsea captain, Eriksson lifted a trophy. She did so in front of the jubilant fans who filled the Madejski Stadium - meaning there were more Chelsea fans than Reading there to see it.
A fourth WSL title in a row - a third consecutive Double. Chelsea were champions.

May results in brief

Fixture	Result	Competition	Goal scorers
Liverpool (H)	2-1 W	WSL	Charles, Kerr (Perisset assist)
Everton (H)	7-0 W	WSL	Reiten, Kerr, Harder x 2, Ingle, Fleming, Cuthbert (Rytting Kaneryd, Charles, Reiten, Fleming, Harder, Cuthbert assists)
Leicester (H)	6-0 W	WSL	Reiten, Cuthbert, Harder x 2, James, Cankovic (Harder, Carter, Perisset, Charles assists)
Man United (N)	1-0 W	FA Cup final	Kerr (Harder assist)
West Ham (A)	4-0 W	WSL	Charles, Harder, Ingle, Cuthbert (Ingle, Rytting Kaneryd assists)
Arsenal (H)	2-0 W	WSL	Reiten, Eriksson goals (Perisset, Kerr assists)
Reading (A)	3-0 W	WSL	Kerr x 2, Reiten (Reiten assist)

UTC!

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