Citadel is an American spy action thriller television series created by Josh Appelbaum, Bryan Oh, and David Weil for Amazon Prime Video, with the Russo brothers acting as executive producers. It stars Richard Madden and Priyanka Chopra Jonas as Citadel agents Mason Kane and Nadia Sinh, respectively, with Stanley Tucci and Lesley Manville among the main cast

With a production budget of US$300 million, the six-episode first season ranks as one of the most expensive television shows of all time. The first season premiered on April 28, 2023, with its first two episodes. In March 2023, it was renewed for a second season, with Joe Russo announced to direct all the episodes in the season.

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Amazon Studios chief Jennifer Salke first came up with the idea for the series and approached the Russo brothers and their independent studio AGBO about creating an ambitious, global spy show in mid-2018. The series was originally a partnership between AGBO and the screenwriting collective Midnight Radio, comprising Josh Appelbaum and Andr Nemec. Appelbaum and Nemec departed the show during production in 2021, due to creative differences with the Russos. The Russos set up a second editing team and cut an alternate version of the season to compete with the main team, and Amazon chose the Russos' version after focus-group testings. This led to the hiring of David Weil as the new showrunner and extensive reshoots in 2022.[4][5]

As of 2023, Citadel was the second most expensive series of all time with a budget of US$300 million, largely due to the reshoots following Weil's hiring.[6][7] Prime Video renewed the series for a second season on March 14, 2023.[8]

Filming on the main series began in January 2021 and wrapped the following December.[10][11] However, reshoots occurred in early and mid-2022 under the supervision of Weil, the Russos, and director Thomas Sigel.[4]

The review aggregator website Rotten Tomatoes reported a 51% approval rating with an average rating of 5.7/10, based on 79 critic reviews. The website's critics consensus reads, "Citadel spares no expense but still feels underdeveloped, yielding a fairly fun spy caper that nonetheless creaks under the weight of its own exorbitance."[23] Metacritic, which uses a weighted average, assigned a score of 51 out of 100 based on 28 critics, indicating "mixed or average reviews".[24] The Economist called it "a big-budget, low-imagination thriller with plenty of explosions and no surprises."[25]

Which is to say, the streamer seems happy with the target they've hit. Head of Amazon and MGM Studios Jennifer Salke even states that their goal all along was to reach international audiences with some original IP and by all accounts it appears Citadel has done just that. What's more, stars Priyanka Chopra Jonas and Richard Madden are arguably more famous on the world stage, supporting the angle that Citadel was never meant to live its full life confined to American airwaves.

According to executive producer Anthony Russo, the idea from the beginning was to establish a "mothership" U.S.-based show, as well as foreign-language spin-offs that tie into the whole universe. The first of its global expansion series, Citadel:Diana, is already looking pretty cool, and stars another international actress, Matilde De Angelis (The Undoing). A second spin-off set in India is also in the works. "We are programming for over 250 million households across the entire globe," Salke said in this Hollywood Reporter story describing Amazon's overall curative philosophy - or absence of. (P.S.: This is exactly something Manticore fixer Dhalia would utter.) "The proof exists that the giant tentpole shows are driving people to subscribe to Prime," says the executive. Welp there it is, right?

Look, it's impossible to logic one's way into liking Citadel. To be fair and thorough, the CGI kind of sucks in the way that all CGI sucks if you think it sucks (I do). Like, a digital human body is never gonna look as cool bouncing off a submarine hull as a flesh-n-blood stuntman jacked up on painkillers will, all taking one for the Arts. Call it the uncanny valley, or the deep-born knowledge that if any kind of onscreen action is possible, then the stakes of the movement feel unearned. Maybe I'm just an old man shaking my fist at a computer-generated cloud here. Admittedly a race to the bottom benefits no one, but hear me out.

If this show premiered out of nowhere, and we knew nothing about its troubled production or hefty price tag, there's a good chance it would be another piece of popcorn entertainment for the masses. Also, for the offline crowd it sounds like it currently is a pretty cool show with a lot of familiar elements and hot actors doing cool stuff. So maybe the expectation fueled by the money involved is the issue. Not a crazy assumption: you put big dollars into something you expect to see a return, no?

If nothing else, maybe we can stop salivating over the idea that big money guarantees "the best." This show is far from that. But much like the buried voice in Mason Kane's soul telling him who he really is, there's a mass-market, for-every-corner-of-the-globe show inside Citadel. And like a seasoned spymaster playing chess with our living rooms around the globe, it sounds like that's pretty much the show Amazon aimed for.

My company has a software/hardware product which is deployed as a labview executable. The software is of the SCADA type and it typically monitors and controls 5-20 machines using modbus. We also log data from each machine (every ten minutes, 10-20 data points per machine). The gui allows the operator to trend data in 24 hour increments by selecting the machines and day of the year. We have been using DSC and Citadel to store the data as traces which allows us to locate the data with a start and stop time for display. However, my company is not happy about the licensing of DSC and has asked me to look into other options.

Part of the issue with DSC is that although it is supported by NI, it is no longer being developed, fixed or improved. An example of this is the DSC modbus IO servers which map to shared variables. There are known issues with how certain write functions are implemented which make it impossible to write to many modbus devices. NI has acknowledged the problem but is not going to fix it. So we have developed our own modbus routines, making use of the NI modbus library.

On the data logging and trending side, I would like to know if there are reasonable alternatives within the labview environment that don't require a DSC license on each deployed machine? I know that citadel uses TDMS and it seems like a great format, but I'm not sure if it would be too much work to build out code for logging and retrieving time series data using the low level functions that labview provides. As you can probably tell, i'm familiar with labview but don't have a lot of background in databases and data management.

A team at NI has created an application engine which may help do what you want: a configurable plugin engine which maps a plugin (for example there is one which polls modbus values at a periodic rate) to scoped data storage inside of the engine and then maps that data out to other plugins (for example a TDMS writer). It can obviously get more complicated as you add custom logic, but I think they've been doing a pretty good job on getting that to be easier as well. If it sounds helpful, the guys working on it are very accessible so just message them or post in that group. For retrieving data from TDMS and processing it, I think most anyone at NI would recommend diadem, but its not really a scada tool so much as a fancy excel tool -- displaying it on the fly for an operator might be tougher.

I'm not personally aware of anything that would help with everything. Something that may help partially is the new OPC UA module, licensed separately from DSC (I think its something like $500 for a seat and then maybe $100 for a deploy, if I remember right). I say new because the outside looks the same, but it adds alarms and a historical server, built in. You'd essentially copy your modbus variables into a OPC UA server instance and then clients could read N samples worth of historical data (ie you could maybe store the previous day in memory). Once its in OPC UA land, I would bet you could find some other vendor with a good long term logger.

Along similar lines, the RTI DDS toolkit is a similar protocol library where the RTI folks sell add-on toolkits, like loggers, which consume the published data. So again you'd read modbus variables, copy them into DDS, and run a third-party service to do the logging and history.

A team at NI has created an application engine which may help do what you want: 

Its a configurable plugin engine which maps a plugin (for example there is one which polls modbus values at a periodic rate) to scoped data storage inside of the engine and then maps that data out to other plugins (for example a TDMS writer). It can obviously get more complicated as you add custom logic, but I think they've been doing a pretty good job on getting that to be easier as well. If it sounds helpful, the guys working on it are very accessible so just message them or post in that group. For retrieving data from TDMS and processing it, I think most anyone at NI would recommend diadem, but its not really a scada tool so much as a fancy excel tool -- displaying it on the fly for an operator might be tougher.

Stepping back to the more broad "i want to make a scada app in labview" concept, I'm not personally aware of anything that would help with everything. Something that may help partially is the new OPC UA module, licensed separately from DSC (I think its something like $500 for a seat and then maybe $100 for a deploy, if I remember right). I say new because the outside looks the same, but it adds alarms and a historical server, built in. You'd essentially copy your modbus variables into a OPC UA server instance and then clients could read N samples worth of historical data (ie you could maybe store the previous day in memory). Once its in OPC UA land, I would bet you could find some other vendor with a good long term logger. 152ee80cbc

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