annotated | Schema generation using annotated entities and mappers | Build Tool library

A decidedly non-authoritative answer. Curiously, like jnthn in your prior Q, it feels natural to answer your questions in reverse order:

Is there any way to tell Raku "don't rebind this name to a new value, no-really-I-mean-it"?

As far as I can tell so far -- purely by testing variations, not by checking roast or the compiler source -- you can and must declare a sigil free symbol, and it must not be one declared with my \symbol ...:

First, spaCy does no transformation of the input - it takes it literally as-is and preserves the format. So you don't lose any information when you provide text to spaCy.

That said, input to spaCy with the pretrained pipelines will work best if it is in natural sentences with no weird punctuation, like a newspaper article, because that's what spaCy's training data looks like.

To that end, you should remove meaningless white space (like newlines, leading and trailing spaces) or formatting characters (maybe a line of ----?), but that's about all the cleanup you have to do. The spaCy training data won't have bullets, so they might get some weird results, but I would leave them in to start. (Also, bullets are obviously printable characters - maybe you mean non-ASCII?)

I have no idea what you mean by "muck with the indexes", but for some older NLP methods it was common to do more extensive preprocessing, like removing stop words and lowercasing everything. Doing that will make things worse with spaCy because it uses the information you are removing for clues, just like a human reader would.

Note that you can train your own models, in which case they'll learn about the kind of text you show them. In that case you can get rid of preprocessing entirely, though for actually meaningless things like newlines / leading and following spaces you might as well remove them anyway.

To address your new info briefly...

Yes, character indexes for NER labels must be updated if you do preprocessing. If they aren't updated they aren't usable.

It looks like you're trying to extract "skills" from a resume. That has many bullet point lists. The spaCy training data is newspaper articles, which don't contain any lists like that, so it's hard to say what the right thing to do is. I don't think the bullets matter much, but you can try removing or not removing them.

What about stuff like lowercasing, stop words, lemmatizing, etc?

I already addressed this, but do not do this. This was historically common practice for NLP models, but for modern neural models, including spaCy, it is actively unhelpful.

If you want to use test orchestrator

Make sure you have the latest orchestrator and test runner versions.

You can use a decorator to attached the annotation after the function is defined.

Register Jackson ParameterNamesModule, which will automatically map JSON attributes to the corresponding constructor attributes and therefore will allow you to use immutable classes.

Really big thanks for your question & description of the problem, because it helped me to upgrade from cordova-android 9.1.0 to 10.1.1 :-).

And i think i can solve your problem. This error is thrown, because google services plugin is registered twice (apply plugin: 'com.google.gms.google-services') in gradle files, e.g.: platforms/android/app/build.gradle. You just have to comment/remove one of these imports.

Because cleaning files manually every time is very annoying, i created a bash script (= working on Mac OS), which comments the second import automatically: fix_android.sh

You need to upgrade your flutter SDK. Write flutter upgrade in terminal.

Or use an older version of flutter_html.

This depends on the specified permitted targets of the annotation. The record component has an associated constructor parameter, field, accessor method, and a type. The compiler will accept an annotation if at least one of these locations is permitted, but the annotation will only get associated with the permitted locations of the record.

So the following code

Haskell is by default a bit pedantic that type synonyms must always be fully applied, i.e. you can't mention MyList without directly applying it to a concrete type parameter, thus you can't have Annotated MyList. The reason for this restriction is that partially applied type synonyms could be misused to form a Turing-complete language. Oops... that would be a pain for the compiler.

That said, clearly this is a bit silly for Annotated MyList, which is after resolved with two simple substitutions to the perfectly unspectacular [Value Int], so that should work, shouldn't it? And indeed it does, but you need to enable a syntactic extension: