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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 3 new columns ({'question', 'gold_doc_ids', 'response'}) and 3 missing columns ({'text', 'author', 'doc_id'}).
This happened while the json dataset builder was generating data using
hf://datasets/deepsense-ai/ragbits/ragqa_arena_tech_examples.jsonl (at revision 3d96b1f3437b9d9b0aaba05f596aa183921a7d3b)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
question: string
response: string
gold_doc_ids: list<item: int64>
child 0, item: int64
to
{'doc_id': Value(dtype='int64', id=None), 'author': Value(dtype='string', id=None), 'text': Value(dtype='string', id=None)}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1436, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1053, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1873, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 3 new columns ({'question', 'gold_doc_ids', 'response'}) and 3 missing columns ({'text', 'author', 'doc_id'}).
This happened while the json dataset builder was generating data using
hf://datasets/deepsense-ai/ragbits/ragqa_arena_tech_examples.jsonl (at revision 3d96b1f3437b9d9b0aaba05f596aa183921a7d3b)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
doc_id int64 | author string | text string |
|---|---|---|
229,377 | Gilles 'SO- stop being evil' | The primary command to manipulate deb packages is dpkg-deb. To unpack the package, create an empty directory and switch to it, then run dpkg-deb to extract its control information and the package files. Use dpkg-deb -b to rebuild the package. mkdir tmp dpkg-deb -R original.deb tmp # edit DEBIAN/postinst dpkg-deb -b tmp... |
6 | Adam Dempsey | You can use StartSound.PrefPane which basically just sets the volume to 0 when you shutdown and then turns it back up after login. |
131,078 | null | http://abtevrythng.blogspot.com/2010/06/adding-cer-certificates-on-your-android.html Shows how to actually achieve this. Worked fine for me. Try it out. In this article .cer to .pfx (which is what you need on Android) conversion is given. Simple method is given using which you can convert .cer to .pfx and use it to con... |
65,554 | user132360 | In App purchases are not shared in Family sharing and its clearly given in apple website. But what we can do is log in to iTunes & App store using the ID which was used to buy the in app purchases without having to change the primary ID of the device and still enjoy the in app purchases |
34 | Shane Stillwell | I would recommend installing QuickSilver. Its an application launcher that will remember the applications you launch most frequent and recommend them first. Its easy to launch any application with a few keystrokes. QuickSilver is the first Application I install on every new Mac. |
35 | Scott | Not built-in to the OS, but Ive been using a free utility called Visor. What you do with it is leave your Terminal running in the background, but Visor hides it and invokes it in a Quake-style console when you hit a (user-configurable) key combo. Its pretty customizable as to how your Terminal shows/hides. Super awesom... |
37 | jdiaz | If you enable screen locking within the screen saver pref pane you can put the computer to sleep and lock at the same time by pressing β+β₯+F12 |
38 | Josh K | β§+β+β₯+Q will perform a quick logout. Another option is to enable a password when waking from sleep or screen saver and adding a hot corner for one or the other. Then locking is as simple as tossing a mouse in a corner. |
39 | Scott | Via the Expose system preferences panel you can set a hot corner of your monitor that activates your screen saver. Say you set the Bottom Left corner, as soon as you move your mouse there the screen saver will invoke. If youve set a password on it, bingo, done. Yet another option is to enable Fast User Switching in the... |
32,805 | TJ Luoma | I think the answer to your question is No, there isnt a command line way to do this. Because this is a menu bar item, its not something that you can access easily using Keyboard Maestro or another similar tool. However, if you are not averse to a solution using a 3rd party app, QuickLock will let you do this. Its a fre... |
44 | zneak | Your Mac can ask your password after it wakes up if you set it to do so in the Preferences panel (Security). From there on, you can use β₯+β+β to put your Mac to sleep. So all you have to do is hit that and walk away. |
46 | Nagon | On macOS High Sierra, there is a standard key sequence and Apple menu item to lock your screen. Control-Command-Q or ^+β+Q For older OS, β§+β+β puts the display (only the display, not the whole computer) to sleep and will then prompt you for a password if you have enabled Require password [amount of time] after sleep or... |
589,874 | WoJ | Of course it is not, as other answers pointed out. Your first efforts should go into changing the requesters mind. If you are, despite your efforts, somehow forced to provide your password - get that request in writing. You can then reply, also in writing, that you will provide the requester this information in a seale... |
557,112 | Randall Krieg | Heres another bit of evidence you can trust DDG if youre paranoid: they make it easy to control what information gets sent to the target host when you follow a link. Maybe you cant really know what theyre keeping in their logs, but you CAN know how they treat your interaction with the link targets, and you can control ... |
62 | Chealion | Taken from my answer at Server Fault: Mac OS X Memory Jargon: Wired : This refers to kernel code and such. Memory that should not ever be moved out of the RAM. Also know as resident memory. Shared : Memory that is shared between two or more processes. Both processes would show this amount of memory so it can be a bit m... |
163,903 | HRJ | None of the solutions mentioned here are working as of Feb 2018. So I created my own simple solution which I will document below. TL;DR: use AppBrains API. The long answer Create a folder called appSearch, for example. Sign up for an account on AppBrain. Then go to your dev dashboard. It will prompt you to enable the D... |
64 | Robert S Ciaccio | Real mem relates to physical memory (actual RAM modules in your computer). Virtual Mem is how much fake memory is allocated to the process, meaning memory that is allocated on the permanent storage medium (hard drive, solid state drive, etc) for that process. Shared memory is physical (Real) memory that can be shared w... |
70 | AsbjΓΈrn Ulsberg | If you want to be able to remote control your Mac (with Synergy or something similar) even when its locked, Id recommend you to show the Keychain Status in the Menu Bar. You do that as follows: Launch the application Keychain Access Press β, to open up the Preferences window Tick the Show Status in Menu Bar check box C... |
262,219 | Andrew Henle | No, a UUID cant be guaranteed to be unique. A UUID is just a 128-bit random number. When my computer generates a UUID, theres no practical way it can prevent your computer or any other device in the universe from generating that same UUID at some time in the future. It may not be likely that any two UUIDs will be the s... |
196,692 | Dimitry | This is more correct: find . -iregex .*\.\(jpg\|gif\|png\|jpeg\)$ |
426,073 | aceinthehole | Consulting/Contracting No one has mentioned the particular case of consulting/contracting. If you are in this category or you would like to be, this can definitely help you. You are easier to sell on a project if your boss or sales guy can pitch you as being certified in niche category X. That being said you are not ne... |
65,630 | Motsel | For all the googlers... check out Beyond Compare it rules. Costs 30$ or 50$ for Pro version. |
65,632 | Jaime Santa Cruz | The optimization feature is supposed to free up space automatically by keeping low res versions of your pictures. From the Apple support site: If you turn on Optimize [device] Storage, iCloud Photo Library will automatically manage the size of your library on your device, so you can make the most of your devices storag... |
295,009 | Dennis Estenson | man pages can be very informative. Dont be intimidated by them. Among everything else, man less says you can use the R command to: R Repaint the screen, discarding any buffered input. Useful if the file is changing while it is being viewed. (I realize this question is over 6 years old, but it comes up on google searche... |
32,866 | iolsmit | I use BetterTouchTool for that purpose and assigned a keyboard shortcut to Switch to login screen (which is lock screen): doesnt fulfill the command line requirement but may be helpful to you anyway. |
99 | NReilingh | As of Snow Leopard, this actually is built into the OS. Launch Automator and create a service that receives no input from any application. From the Actions Library, add the Launch Application action to the workflow. Select the Terminal application in the drop-down list of Applications. Save your new service and then as... |
295,015 | starfry | The shortest and simplest way to delete the first line from a file using sed is: $ sed -i -n -e 2,$p file.txt |
107 | intlect | ctrl+F2: Access the menu via the keyboard (Windows alt+space equivalent). |
393,325 | MIA | Either work to well defined sprints, or deliberately choose a Kanban approach. Dont accidentally end up in Kanban Bugs first, features second. Still keep a focus on Value vs. feature bloat. (YAGNI over Gold Plating) Retrospectives are just as valuable. And just as importantly, make process changes in small chunks. Dont... |
110 | Jacob Gorban | β+E: Put selected text into search clipboard. Then β + G to find next. In combination with regular copy-paste you can do selective search and replace very quickly and conveniently. |
111 | Eimantas | ctrl+β₯+β+8: High contrast theme. β+` (backtick): Cycle through apps windows. |
114 | robsoft | I havent noticed that sound on my MacBook Pro for ages, and today I figured out why. The MBP seems to remember 2 sets of volume settings; both for having-no-headphones-plugged-in, and for having-headphones-plugged-in. I usually have my external speakers plugged in-when Im at home, and when Im travelling/way from home o... |
262,258 | mrjamesmyers | My resolution was similar to Roman Ts however I needed to add a few extra steps. In my case I had Ubuntu Server 14 VM running on a Windows 8 Desktop in Windows 2008 domain. If I tried NAT or Bridge I could access the Internet but couldnt connect via SSH. If I tried Host Only Adapter then that would allow me to SSH to m... |
119 | Am1rr3zA | β+β§+4: selective screenshot saved on desktop β+β§+ctrl+4: selective screenshot saved in clipboard |
65,657 | William T Froggard | You can, but its a major security and stability risk. Doing so allows any application full access to your computer. You cant know what theyre doing with that access. Its unnecessary, and just really unsafe. For a lot more background information on this, see Why is it bad to login as root Why not run always logged in as... |
121 | Studer | ctrl+A: Go to the beginning of the line (works in every Cocoa textfield) ctrl+E: Go to the end of the line (works in every Cocoa textfield) β+β§+H : Pop up the Home folder β+β§+D : Pop up the Desktop folder |
65,661 | David Anderson | Generally you want to keep ownership of your personal files separate from the root user. This is why you create a account for yourself as an administrator. The accepted way, under OS X, to gain root level access is to use the sudo command from the Terminal application. For example, if you want to see the partitioning o... |
65,662 | Humberto Morales | Open the Terminal, you can find typing Spotlight in Terminal, and copy and paste this sentence there: rm -r /Users/$USER/Applications/Chrome\ Apps.localized/ |
129 | daefu | With the track pad, you can configure gestures for locking your mac. I do it with a four finger swipe left. To confiugre this, you need a (free) tool like the BetterTouchTool. |
131,203 | mattdm | Android shares very little with a typical Linux distribution. In fact, this is where Richard Stallmans GNU/Linux distinction comes in handy β Android isnt really a Unix-like general purpose operating system with a Linux kernel. Its a new system which happens to use the Linux kernel. This goes all the way down to its ow... |
557,187 | sergiogarciadev | Yes, your company can monitor your SSL traffic. Other responses say that SSL is secure, indeed it is. But, your corporate proxy can intercept and inspect your encrypted traffic as denoted by the image below: This image is when I visit Google in my work computer. Here, they use the Forefront Threat Management Gateway 20... |
133 | Tom H | β+space: activate spotlight. Then you can launch any application, open most files, do quick calculations, etc. |
65,686 | David Richerby | Using your computer logged in as root all the time is like always carrying around all your keys, your passport, $5,000 in cash, that piece of paper with all your passwords written on it and the only photo you have of Flopsy, the adorable rabbit whose death broke your seven-year-old heart. Oh, and a chainsaw. Which is t... |
65,689 | alexwlchan | Quoting from an Apple support article about Personal Hotspot (emphasis mine): When you connect a device to your Personal Hotspot, the status bar turns blue and shows how many devices have joined. The number of devices that can join your Personal Hotspot at one time depends on your carrier and iPhone model. I believe th... |
98,462 | pepper_chico | Save the following AppleScript to a file named fullscreen.scpt: use framework AppKit use scripting additions repeat with runningApp in current applications NSWorkspaces sharedWorkspaces runningApplications() if runningApps isActive() set frontApp to (localizedName of runningApp) as text exit repeat end if end repeat te... |
426,148 | nsanders | I think having good challenges and learning opportunities is critical. Thats true when youre above the junior level too. |
426,149 | schwerwolf | The opportunity to work alongside experienced programmers. |
426,150 | null | I personally like the office my company gave me. |
426,151 | Ryan Farley | I always love going to conferences and training and consider that a perk. Not all companies pay to have their devs continue to learn. Theres always more to learn. You benefit because they are learning more. They benefit from that too, but also have fun and get away from things for a couple of days and get to mingle wit... |
426,152 | Aaron | be flexible about the starting hour. |
426,153 | null | Two flat-screen monitors, an optical mouse -- two things I dont currently have -- and each their own whiteboard with a few markers. |
426,154 | theo | Flexible Schedule Good PTO Program Fun & Exciting Technology/Toys Relaxed Work Atmosphere A great idea would be to let all your devs design their own workspaces. Different people need different environments to be productive. |
426,155 | Lucas S. | The opportunity to work alongside experienced programmers. And also the possibility of learn from them. |
426,156 | Peter Hilton | Philip Greenspun wrote about this once. He suggested making the office a better place to be than home, which is easier for young programmers. For example, domestic hardware that someone living alone cannot justify: expensive coffee machine, pool table, huge TV with DVDs to watch. Make the office more sociable: put beer... |
426,157 | BCS | Good hardware: Id be very interested if I was told that I would get a desktop system (WinXP is still my system of choice) and a Linux server box. Something I have root on and can run services on (local at a minimum, world visible would be nice.) A Virtual private server in the company data center instead of dedicated h... |
426,158 | null | The access to training and mentors. The things that Junior developers want is pretty much what every programmer that I know wants. They want to work in a relaxed and flexible environment with people who are at least as smart as them if not smarter. They want to feel like they are a part of something. They want to const... |
426,159 | shadit | Give them each a budget and let them configure their own computer setup. Make them submit a plan for what they intend to purchase. Talk over the plan with them. It will be a great way to kick things off. Give them a budget for a cell phone and unlimited plan that the company will pay for. Pay for their home Internet se... |
426,160 | Brian | Treat them as peers |
426,161 | null | One nice perq we have here (beyond training, great environment, and the rest) is subsidized gym membership. |
426,162 | null | give them responsibilities and some degree of freedom. make them feel like they are developing something for themselves, with passion |
426,163 | MarlonRibunal | Being able to work remotely + flexible hours, Tech books give-a-way, and lots of love! |
426,164 | BCS | Lets them, on company time, do some private projects (things that could be useful for the company, but things they get to pick) |
131,246 | Wesley Wiser | Check out Official Android Developers Dashboards. Data as of September, 2017 1 Version Codename Distribution 2.3.3-2.3.7 Gingerbread 0.6% 4.0.3-4.0.4 Ice Cream 0.6% Sandwich 4.1.x Jelly Bean 2.4% 4.2.x 3.5% 4.3 1.0% 4.4 KitKat 15.1% 5.0 Lollipop 7.1% 5.1 21.7% 6.0 Marshmallow 32.2% 7.0 Nougat 14.2% 7.1 1.6% 1 Data coll... |
426,166 | Kenny Mann | Im currently slightly experienced but I still call myself junior. Here is what I appreciate of my employer: Buys me books. I have a diverse taste from C# to perl to C to Asm to database design to tsql etc. Book prices vary from $20 to $50. This usually requires a PO and approval and such. Allows me to critique current ... |
426,167 | Mitchel Sellers | There are a number of things that come to mind, and not even for junior people. Training packages for use with conferences, certifications, or something similar. Showing a dedication to future growth in the field Provide flexiable starting times especially to those just getting out of college and not used to working a ... |
426,168 | Max Cantor | In my experience, good programmers want to program with as few distractions as possible. Some of these are more relevant to big companies, and Im not sure where you work, but here are some examples: Casual dress code: Young programmers in particular will have a tough time avoiding resentment of a strict dress code. Im ... |
426,169 | null | Work from home. (for voting) |
426,170 | null | Casual dress (for voting) |
426,171 | null | Private offices (for voting) |
426,172 | null | Good hardware (for voting) |
32,957 | krishan | You can now simply go to System Preferences > App Store, and turn off Automatically check for updates. No messing with firewalls, and just works with App Store. So just remember to check every now and then manually to find out when you have updates! |
426,174 | CrashCodes | Admin rights to their PCs An internet connection thats not gimped by bizzaro proxy rules Dual Monitors Work from home privileges A soda fountain (not a drinking fountain that dispenses soda instead of water ala Brawndo, but like youd use at the Taco Bell to refill your drink) |
32,958 | David Holdeman | Safari being two processes When a site has some javascript that hangs the web content process, I can still add new tabs, navigate in other tabs, etc. |
426,176 | benPearce | My company has purchased an OReilly Safari Online account for each of our developers. I have access to thousands of books online at any time. We also have training videos available at online from CBT Nuggets but I find their content limited. Also, some productivity tools, for Visual Studio, such as CodeRush/Refactor Pr... |
426,177 | John Rudy | When I was just starting out, I benefited greatly from the mentoring of others in the office. It helped a lot, and I viewed it as a serious perk -- I was often quoted as, Im getting paid to learn! There are all the trivialities (games in the office, DVDs, etc.) -- I think that while they make for a great interview carr... |
426,178 | Cade Roux | Good project management - with minimal BS and meetings under control Good technical mentoring Book reimbursement, resources, tools And I take issue with the aside from cash I think cash isnt really ranked up that high unless the environment is so poor - thats why they call it compensation. |
426,179 | null | Invite your whole team to the restaurant of their choice every Friday for lunch. A former boss of mine used to do just that and it really helped team bonding. If budget doesnt allow it, you can do it once every two weeks or once a month. But think of the value of having closer team members. |
426,173 | skiphoppy | The chance to devote time to learning. Give them the chance to spend longer than expected for a task so that they can pore through books and search across the net to learn the best way to do things. Give them OReilly books. Encourage them to spend time reading them. Encourage them to make connections online and become ... |
426,181 | Asmor | Speaking as an actual college student (senior), heres some things Id like: A degree of direction (tell me what you need done) A degree of autonomy (trust me to get it done) Im probably unusual among my peers in that I prefer professionalism. As a general rule of thumb, I think casual dress would be very helpful, though... |
65,734 | sudo | In case the other reasons werent good enough... Dont forget that you cant use Homebrew as root (which is actually a huge pain). Other programs also dont let you use them as root or run into permissions problems when you do, often times for no apparent reason, because their programmers assume that they wont be run as ro... |
426,183 | JB King | Casual dress code Free pop (This was one that I really liked back in the dot-com days and miss it sooo much) Flextime and telecommuting Configure there own machine w/dual monitors and a budget Benefits like health care, dental and vision - Some of us like being able to get a discount on glasses or having our teeth chec... |
426,180 | null | In addition to what has been said, make sure you have them work on stuff that has impact on the business. If they feel that you value their work as a core part of your business, they might become much more engaged in their projects. If they do, thats the kind of developers you want full time. |
426,185 | null | Experience with experienced programmers. Games, free food, free massages, are just gimmicks (cough google cough) |
426,186 | Dipak Patel | Im surprised the cynics amongst us havent said non brain-dead leadership! Attracting young people with toys is a bit patronising, better to say: Yeah so we could offer you lots of new shiny toys, but how about we guarantee you no PHBs instead? ;-) |
426,187 | Yaba | Give them the choice of tools as far as possible. I know its not always possible, but I guess there is nothing more demotivating than forcing a Linux guy to use Windows, a MAC Guy to use Windows, or a Windows Guy to use Linux. Of course thats not always possible, but also what about favourite email clients? Some love t... |
393,420 | Toon Krijthe | I have participated in two big rewrites. First was a small project. The second was the main product of a software company. There are several pitfalls: rewrites always take longer than expected. rewrites have no direct effects/benefits for the customer. capacity devoted to rewriting isnt used to support the customer. yo... |
426,188 | Ben Collins | The best equipment: chair monitors modern workstation (e.g., nothing older than 2 years) ergonomic keyboard Matching 401k (the higher the match, the better) Good mentoring. Freedom to pursue creative outlets related to work projects (i.e., 20% time). Update: after reading other answers, I think Id also say: private off... |
426,190 | null | In my opinion this will be great perks for new programmers. Though it would also be awesome things to have for any programmer. :) Smarter and more experienced developers from whom you can learn from Good software engineering practices that is used throughout the company Exciting projects (though this might just come al... |
393,423 | Ryan Hayes | Its time for a rewrite when: The cost of rewriting the application + maintaining the rewritten application is less than the cost of maintaining the current system over time. Some factors that make maintaining the current one more expensive: The language is so old you have to pay people that know it a lot of money to pr... |
426,189 | null | There were lots of good suggestions already. I did a quick search on the all the response I cant find these so Im including these 1. Good health insurance coverage from the employer. 2. Paid time off. it really helps to re-boost employees. |
426,191 | null | A decent manager, good training, and good motivation would be nice. In all of my past jobs, the training sucked, the managers didnt care, and they ended up motivating me right into a new job. Treat your employees well, and the perks will matter less. (But free food never hurts, either :)) |
426,192 | null | One thing that would be very appealing is if an employer offered to sponsor one non-work interest for each employee. This could be something simple, like paying for karate classes or offering a small scholarship for those who are taking night classes for a graduate degree. I think that contributing to making an employe... |
426,194 | null | Lunches out - on the company, of course...with beers. After work beers on Fridays. Beer is the key. |
426,195 | null | I think the biggest perk for a new programmer is when they first join the company they have a plan and know exactly what there career road map is. When I first started my current job I was given some interesting work right from the start and I knew exactly what was expected of me. Other fresh graduates were left to sch... |
426,196 | null | A chance to be part of a successful team. |
426,198 | null | interesting work. When I started programming many years ago, you got lumped with the crap work as no one else wanted to do it. |
393,431 | Michael Meadows | Sorry, this is going to be long, but its based on personal experience as both architect and developer on multiple rewrite projects. The following conditions should cause you to consider some sort of rewrite. Ill talk about how to decide which one to do after that. Developer ramp-up time is very high. If it takes any lo... |
426,199 | null | A quality chair aeron chair http://www.hermanmiller.com/hm/content/product_showroom/products/images/P_AER_L146_W.jpg |
426,200 | Jerry | Dont throw them in with the general population. Give them a place with some degree of privacy, where they can concentrate and not be constantly distracted by phones, business conversations and foot traffic. Try to give them specified projects with finite, tangible requirements. Give them goals to achieve, instead of op... |
426,201 | Devin Jeanpierre | Hey, well, Im still in university, so I guess I might be qualified to answer! I can tell you what would attract me personally to a job, but I cant really speak in general terms. For me, the most important thing is interesting work. I dont want to maintain a 40 year-old accounting system. I do want to do something chall... |
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