I am currently working on my first small desktop menubar app (macOS, Swift 3). It needs to access
a) A list of words (Think word dictionary, 1k-5k words, per supported language)
b) A list of structured data (Think simple structs, ~500)
I am currently pondering, whether to build these in code - maybe a factory class per language. Or include them in my app as json and parse at runtime. Or maybe build an SQLite file and read that during runtime, although that approach would be harder to diff in source control ...
As I am new to the platform I was wondering whether there might be a better way that I am not aware of, or maybe performance considerations that render one of the mentioned approaches useless.
As usual, thanks in advance folks !
Your listed solutions can be used for this task. However I think for such kind of tasks the best solution is to use CoreData, where you can store a list of words as well as structured data, also make relations between them if you need it
LibShortText is an open source tool for short-text classification and analysis.
http://www.csie.ntu.edu.tw/~cjlin/libshorttext/
I have tried to figure out if it also works with other languages than english (e.g. german)? But I didn't find a hint.
Who knows the answer? Thank you in advance.
I think so (but may need some extra preprocessing). Libsvm and Liblinear are both language-agnostic. Since LibShortText is built on top of LibLinear, it should work for all languages too.
According to this paper, it has internal pre-processing methods to extract features.
libshorttext.converter: For given short texts, LibShortText follows
the bag-of-word model to generate features. Users apply procedures in
this library to pre-process short texts by tokenization, stemming
(optional), and stop-word removal (optional). The library also allows
users to choose between unigram and bigram features.
However, it looks like its stemming and stop-word removal only supports English. So if you want to have better features extracted for non-English text, you might want to use your own pre-processing methods, for example, using nltk.
I'm starting to modify my app, which uses all hardcoded strings for errors, GUI, etc. I'm considering these two approaches, but let me know if there is an even better way:
-Put all string in ressource (.rc) files.
-define all strings in a file, once for each language. Use a preprocessor define to decide which strings get compiled in.
Which of these two approaches is generally prefered?
Put all the strings in resource files. Once you've done that, there's several good translation packages available. One useful thing these packages do is allow you to get translation done by somebody who doesn't program.
Remember, also, that internationalization (i18n) is a large subject, and there's a lot of things to consider. It isn't just a matter of translating strings. Do a web search on it, at the very least. You might want to read a book on it: I used International Programming for Windows by Schmitt as a guide. It's an old book from Microsoft Press, and I had to get it through a used book service; most of the more modern stuff seems to be on internationalizing .NET apps.
Without knowing more about your project (what sort of software, who the intended audience is, what sort of organization you have, what sort of budget, why you're interested in internationalization, etc.), this is about the most I can tell you.
Generally you see locale specific resource files containing strings referenced by key. Compiling different versions for different locales is a very rigid solution and will be a maintenance nightmare. Using resource files also allows the user to have fallback locales.
There's another approach of just putting strings in the source with somethign like tr(" ") and usign one of the tools that strips them out and converts them.
It works with any toolkit/GUI library.
You can mark text to be converted and text not to change (such as protocol strings or db keys).
It makes the source easier to read and search, isntead of having to lookup what IDS_MESSAGE34 means.
One problem with resource files, at least with Windows/MFC, is that you can't use the stringtable in dialogs. So you have some text in the stringtabel and some in the dialog section which you have to dela with separately.
I am working on a Software Project that needs to be translated into 30 languages. This means that changing any string incurs into a relatively high cost. Additionally, translation does not happen overnight, because the translation package needs to be worked by different translators, so this might take a while.
Adding new features is cumbersome somehow. We can think up all the Strings that will be needed before we actually code the UI, but sometimes still we need to add new strings because of bug fixes or because of an oversight.
So the question is, how do you manage all this process? Any tips in how to ease the impact of translation in the software project? How to rule the strings, instead of having the strings rule you?
EDIT: We are using Java and all Strings are internationalized using Resource Bundles, so the problem is not the internationalization per-se, but the management of the strings.
I'm not sure the platform you're internationalizing in. I've written an answer before on the best way to il8n an application. See What do I need to know to globalize an asp.net application?
That said - managing the translations themselves is hard. The problem is that you'll be using the same piece of text across multiple pages. Your framework may not, however, support only having that piece of text in one file (resource files in asp.net, for instance, encourage you to have one resource file per language).
The way that we found to work with things was to have a central database repository of translations. We created a small .net application to import translations from resource files into that database and to export translations from that database to resource files. There is, thus, an additional step in the build process to build the resource files.
The other issue you're going to have is passing translations to your translation vendor and back. There are a couple ways for this - see if your translation vendor is willing to accept XML files and return properly formatted XML files. This is, really, one of the best ways, since it allows you to automate your import and export of translation files. Another alternative, if your vendor allows it, is to create a website to allow them to edit the translations.
In the end, your answer for translations will be the same for any other process that requires repetition and manual work. Automate, automate, automate. Automate every single thing that you can. Copy and paste is not your friend in this scenario.
Pootle is an webapp that allows to manage translation process over the web.
There are a number of major issues that need to be considered when internationalizing an application.
Not all strings are created equally. Depending upon the language, the length of a sentence can change significantly. In some languages, it can be half as long and in others it can be triple the length. Make sure to design your GUI widgets with enough space to handle strings that are larger than your English strings.
Translators are typically not programmers. Do not expect the translators to be able to read and maintain the correct file formats for resource files. You should setup a mechanism where you can transform the translated data round trip to your resource files from something like an spreadsheet. One possibility is to use XSL filters with Open Office, so that you can save to Resource files directly in a spreadsheet application. Also, translators or translation service companies may already have their own databases, so it is good to ask about what they use and write some tools to automate.
You will need to append data to strings - don't pretend that you will never have to or you will always be able to put the string at the end. Make sure that you have a string formatter setup for replacing placeholders in strings. Furthermore, make sure to document what are typical values that will be replaced for the translators. Remember, the order of the placeholders may change in different languages.
Name your i8n string variables something that reflects their meaning. Do you really want to be looking up numbers in a resource file to find out what is the contents of a given string. Developers depend on being able to read the string output in code for efficiency a lot more than they often realize.
Don't be afraid of code-generation. In my current project, I have written a small Java program that is called by ant that parses all of the keys of the default language (master) resource file and then maps the key to a constant defined in my localization class. See below. The lines in between the //---- comments is auto-generated. I run the generator every time I add a string.
public final class l7d {
...normal junk
/**
* Reference to the localized strings resource bundle.
*/
public static final ResourceBundle l7dBundle =
ResourceBundle.getBundle(BUNDLE_PATH);
//---- start l7d fields ----\
public static final String ERROR_AuthenticationException;
public static final String ERROR_cannot_find_algorithm;
public static final String ERROR_invalid_context;
...many more
//---- end l7d fields ----\
static {
//---- start setting l7d fields ----\
ERROR_AuthenticationException = l7dBundle.getString("ERROR_AuthenticationException");
ERROR_cannot_find_algorithm = l7dBundle.getString("ERROR_cannot_find_algorithm");
ERROR_invalid_context = l7dBundle.getString("ERROR_invalid_context");
...many more
//---- end setting l7d fields ----\
}
The approach above offers a few benefits.
Since your string key is now defined as a field, your IDE should support code completion for it. This will save you a lot of type. It get's really frustrating looking up every key name and fixing typos every time you want to print a string.
Someone please correct me if I am wrong. By loading all of the strings into memory at static instantiation (as in the example) will result in a quicker load time at the cost of additional memory usage. I have found the additional amount of memory used is negligible and worth the trade off.
The localised projects I've worked on had 'string freeze' dates. After this time, the only way strings were allowed to be changed was with permission from a very senior member of the project management team.
It isn't exactly a perfect solution, but it did enable us to put defects regarding strings on hold until the next release with a valid reason. Once the string freeze has occured you also have a valid reason to deny adding brand new features to the project on 'spur of the moment' decisions. And having the permission come from high up meant that middle managers would have no power to change specs on your :)
If available, use a database for this. Each string gets an id, and there is either a table for each language, or one table for all with the language in a column (depending on how the site is accessed the performance dictates which is better). This allows updates from translators without trying to manage code files and version control details. Further, it's almost trivial to run reports on what isn't translated, and keep track of what was an autotranslation (engine) vs a real human translation.
If no database, then I stick each language in a separate file so version control issues are reduced. But the structure is basically the same - each string has an id.
-Adam
Not only did we use a database instead of the vaunted resource files (I have never understood why people use something like that which is a pain to manage, when we have such good tools for dealing with databases), but we also avoided the need to tag things in the application (forgetting to tag controls with numbers in VB6 Forms was always a problem) by using reflection to identify the controls for translation. Then we use an XML file which translates the controls to the phrase IDs from the dictionary database.
Although the mapping file had to be managed, it could still be managed independent of the build process, and the translation of the application was actually possible by end-users who had rights in the database.
The solution we came up to so far is having a small application in Excel that reads all the property files, and then shows a matrix with all the translations (languages as headers, keys as rows). It is quite evident what is missing then. This is send to the translators. When it comes back, then the sheet can be processed to generate the same property bundles back again. So far it has eased the pain somewhat, but I wonder what else is around.
This google book - resource file management gives some good tips
You can use Resource File Management software to keep track of strings that have changed and control the workflow to get them translated - otherwise you end up in a mess of freezes and overbearing version control
Some tools that do this sort of thing - no connection an I haven't actually used them, just researching
http://www.sisulizer.com/
http://www.translationzone.com/en/products/
I put in a makefile target that finds all the .properties files and puts them in a zip file to send off to the translators. I offered to send them just diffs, but for some reason they want the whole bundle of files each time. I think they have their own system for tracking just differences, because they charge us based on how many strings have changed from one time to the next. When I get their delivery back, I manually diff all their files with the previous delivery to see if anything unexpected has changed - one time all the PT_BR (Brazillian Portuguese) strings changed, and it turns out they'd used a PT_PT (Portuguese Portuguese) translator for that batch in spite of the order for PT_BR.
In Java, internationalization is accomplished by moving the strings to resource bundles ... the translation process is still long and arduous, but at least it's separated from the process of producing the software, releasing service packs etc. One thing that helps is to have a CI system that repackages everything any time changes are made. We can have a new version tested and out in a matter of minutes whether it's a code change, new language pack or both.
For starters, I'd use default strings in case a translation is missing. For example, the English or Spanish value.
Secondly, you might want to consider a web app or something similar for your translators to use. This requires some resources upfront, but at least you won't need to send files around and it will be obvious for the translators which strings are new, etc.
For example, right now I have a roll-my-own solution that uses data files that include blocks like:
PlayerCharacter Fighter
Hitpoints 25
Strength 10
StartPosition (0, 0, 0)
Art
Model BigBuffGuy
Footprint LargeFootprint
end
InventoryItem Sword
InventoryItem Shield
InventoryItem HealthPotion
end
human editable (w/ minimal junk characters, ideally)
resilient to errors (fewest 'wow i can't parse anything useful anymore' style errors, and thus i've lost all of the data in the rest of the file) - but still able to identify and report them, of course. My example the only complete failure case is missing 'end's.
nested structure style data
array/list style data
customizable foundation types
fast
Are there any well known solutions that meet/exceed these requirements?
Yaml is a good solution and very close to what you have. Search for it.
I second the YAML suggestion. It's extremely easy to edit, very forgiving of mistakes and widely supported (especially among the dynamic languages).
I'd say the most common choices are:
JSON (offical site) - very flexible, though the punctuation can take a bit for people to get used to
INI - super simple to use, but a bit limited in data-types
XML - pretty flexible, common, but way too verbose sometimes
You could try JSON available at: http://www.json.org/
It was designed for javascript and web usage initially. But it's pretty clean, and supported in many languages.
Lua was designed to be a programming language where the syntax lets you easily use it as a markup language as well, so that you include data files as if they were code. Many computer games use it for their scripting, such as World of Warcraft due to its speed and ease of use. However it's originally designed and maintained for the energy industry so there's a serious background.
Scheme with its S-expressions is also a very nice but different-looking syntax for data. Finally, you've got XML that has the benefit of the most entry-level developers knowing it. You can also roll your own well-defined and efficient parser with a nice development suite such as ANTLR.
I would suggest JSON.
Just as readable/editable as YAML
If you happen to use for Web then can be eval()'ed into JavaScript objects
Probably as cross language as YAML