How do I hide certain labels on Huggingface inference? - huggingface-transformers

I am currently using my customized labels in a token classification model and have pushed the model to hub.
I am using the labels shown as below:
label_list = [“NORM”, “COMMA”, “PERIOD”, “QUEST_MARK”, “EXCLAMATION”]
label2id =
{‘COMMA’: ‘1’,
‘EXCLAMATION’: ‘4’,
‘NORM’: ‘0’,
‘PERIOD’: ‘2’,
‘QUEST_MARK’: ‘3’}
id2label =
{‘0’: ‘NORM’,
‘1’: ‘COMMA’,
‘2’: ‘PERIOD’,
‘3’: ‘QUEST_MARK’,
‘4’: ‘EXCLAMATION’}
Currently on inference API, it shows:
How may I hide the label of “NORM”(id=0) and make the inference only show labels of id1-4 (“COMMA”, “PERIOD”, etc.)?
Thank you!

Related

PDFClown Copy annotations and then manipulate them

I have the need to copy annotations from one PDF File to another. I have used the excellent PDFClown library but unable to manipulate things like color,rotation etc. Is this possible? I can see the baseobject information but also unsure how to manipulate that directly.
I can copy the appearance via cloning appearance but can't "edit" it.
Thanks in advance.
Alex
P.S If Stephano the author is listeing ,is project dead?
On annotations in general and Callout annotations in particular
I looked into it a bit, and I'm afraid there is not much you can deterministically manipulate for arbitrary inputs using high level methods. The reason is that there are numerous alternative ways to set the appearance of a Callout annotation and PDF Clown only supports the less prioritized ways with explicit high level methods. From high priority downwards
An explicit appearance in an AP stream. If it is given, it is used, ignoring whether this appearance looks like a Callout annotation at all, let alone like one defined by the other Callout properties.
PDF Clown does not create an appearance for callout annotations from the other values yet, let alone update existing appearances to follow up to some specific attribute (e.g. Color) change. For ISO 32000-2 support, PDF Clown here will have to improve as appearance streams have become mandatory.
If it exists, you can retrieve the appearance using getAppearance() but you only get a FormXObject with its low level drawing instructions, nothing Callout specific.
One thing you can manipulate quite easily given a FormXObject, though, you can rotate or skew the appearance quite easily by setting its Matrix accordingly, e.g.
annotation.getAppearance().getNormal().get(null).setMatrix(AffineTransform.getRotateInstance(100, 10));
A rich text string in the RC string or stream. Unless an appearance is given, the text in the Callout text box is generated from this rich text datum (rich text here uses a XHTML 1.0 subset for formatting).
PDF Clown does not create a rich text representation of the Callout text yet, let alone update existing ones to follow up to some specific attribute (e.g. Color) change..
If it exists, you can retrieve the rich text by low level access using getBaseDataObject().get(PdfName.RC), change this string or stream, and set it again using getBaseDataObject().put(PdfName.RC, ...). Similarly you can retrieve, manipulate, and set the rich text default style string using its name PdfName.DS instead.
A number of different settings for separate aspects used to build the Callout from in the absence of appearance stream and (as far as the text content is concerned) rich text string.
PDF Clown supports (many of) these attributes, in particular if you cast the cloned annotation to StaticNote, e.g. the opacity CA using get/set/withAlpha, the border Border / BS using get/set/withBorder, the background color C using get/set/withColor, ...
It by the way has an error in its line ending style LE support: Apparently the code for the Line annotation LE property was copied without checking; unfortunately that attribute there follows a different syntax...
Your tasks
Concerning the attributes you stated you want to change, therefore,
Rotation: There is no rotation attribute in the Callout annotation per se (other than the flag whether or not to follow the page rotation). Thus, you cannot set a rotation as a simple annotation attribute. If the source annotation does have an appearance stream, though, you can manipulate its Matrix to rotate it inside the annotation rectangle, see above.
Border color and font: If your Callout has an appearance stream, you can try and parse its content using a ContentScanner and manipulate color and font setting operations. Otherwise, if rich text information is set, for the font you can try and parse the rich text using some XML parser and manipulate font style attributes. Otherwise, you can parse the default appearance DA string and manipulate its font and color setting instructions.
Some example code
I created a file with an example Callout annotation using Adobe Acrobat: Callout-Yellow.pdf. It contains an appearance stream, rich text, and simple attributes, so one can use this file for example manipulations at different levels.
The I applied this code to it with different values for keepAppearanceStream and keepRichText (you didn't mention whether you used PDF Clown for Java or .Net; so I chose Java; a port to .Net should be trivial, though...):
boolean keepAppearanceStream = ...;
boolean keepRichText = ...;
try ( InputStream sourceResource = GET_STREAM_FOR("Callout-Yellow.pdf");
InputStream targetResource = GET_STREAM_FOR("test123.pdf");
org.pdfclown.files.File sourceFile = new org.pdfclown.files.File(sourceResource);
org.pdfclown.files.File targetFile = new org.pdfclown.files.File(targetResource); ) {
Document sourceDoc = sourceFile.getDocument();
Page sourcePage = sourceDoc.getPages().get(0);
Annotation<?> sourceAnnotation = sourcePage.getAnnotations().get(0);
Document targetDoc = targetFile.getDocument();
Page targetPage = targetDoc.getPages().get(0);
StaticNote targetAnnotation = (StaticNote) sourceAnnotation.clone(targetDoc);
if (keepAppearanceStream) {
// changing properties of an appearance
// rotating the appearance in the appearance rectangle
targetAnnotation.getAppearance().getNormal().get(null).setMatrix(AffineTransform.getRotateInstance(100, 10));
} else {
// removing the appearance to allow lower level properties changes
targetAnnotation.setAppearance(null);
}
// changing text background color
targetAnnotation.setColor(new DeviceRGBColor(0, 0, 1));
if (keepRichText) {
// changing rich text properties
PdfString richText = (PdfString) targetAnnotation.getBaseDataObject().get(PdfName.RC);
String richTextString = richText.getStringValue();
// replacing the font family
richTextString = richTextString.replaceAll("font-family:Helvetica", "font-family:Courier");
richText = new PdfString(richTextString);
targetAnnotation.getBaseDataObject().put(PdfName.RC, richText);
} else {
targetAnnotation.getBaseDataObject().remove(PdfName.RC);
targetAnnotation.getBaseDataObject().remove(PdfName.DS);
}
// changing default appearance properties
PdfString defaultAppearance = (PdfString) targetAnnotation.getBaseDataObject().get(PdfName.DA);
String defaultAppearanceString = defaultAppearance.getStringValue();
// replacing the font
defaultAppearanceString = defaultAppearanceString.replaceFirst("Helv", "HeBo");
// replacing the text and line color
defaultAppearanceString = defaultAppearanceString.replaceFirst(". . . rg", ".5 g");
defaultAppearance = new PdfString(defaultAppearanceString);
targetAnnotation.getBaseDataObject().put(PdfName.DA, defaultAppearance);
// changing the text value
PdfString contents = (PdfString) targetAnnotation.getBaseDataObject().get(PdfName.Contents);
String contentsString = contents.getStringValue();
contentsString = contentsString.replaceFirst("text", "text line");
contents = new PdfString(contentsString);
targetAnnotation.getBaseDataObject().put(PdfName.Contents, contents);
// change the line width and style
targetAnnotation.setBorder(new Border(0, new LineDash(new double[] {3, 2})));
targetPage.getAnnotations().add(targetAnnotation);
targetFile.save(new File(RESULT_FOLDER, "test123-withCalloutCopy.pdf"), SerializationModeEnum.Standard);
}
(CopyCallOut test testCopyCallout)
Beware, the code only has proof-of-concept quality: For arbitrary PDFs you cannot simply expect a string replace of "font-family:Helvetica" by "font-family:Courier" or "Helv" by "HeBo" or ". . . rg" by ".5 g" to do the job: fonts can be given using different style attributes or names, and different coloring instructions may be used.
Screenshots in Adobe
The original file:
keepAppearanceStream = true:
keepAppearanceStream = false and keepRichText = true:
keepAppearanceStream = false and keepRichText = false:
As a post commment Mkl
Your great advice is really helpful for when creating new annotations. I did apply the following as a method of "copying" an existing annotation where note is the "cloned" annotation ad baseAnnotation the source
foreach (PdfName t in baseAnnotation.BaseDataObject.Keys)
{
if (t.Equals(PdfName.DA) || t.Equals(PdfName.DS) || t.Equals(PdfName.RC) || t.Equals(PdfName.Rotate))
{
note.BaseDataObject[t] = baseAnnotation.BaseDataObject[t];
}
}
Thanks again

Xamarin Android : Retain data on activity change and come back

I'm developing an app in Xamarin.android where in I want to retain the data of Edit Text, spinners etc. whenever i revisit to that activity. E.g.
Activity A contains Edit Text, Spinners.
I navigate to Activity B from Activity A, and whenever I come back to Activity A from B I want to retain those values of Edit Text and Spinners.
I tried using Put Extra and Get Extra, but as there are multiple values this approach seems to be wrong.
var activity2 = new Intent (this, typeof(Activity2));
activity2.PutExtra ("MyData", "Data from Activity1");
StartActivity (activity2);
Also OnSaveInstanceState and OnRestoreInstanceState is not working out for me as I'm using Fragments in my Activity A
Please Guide
Can't your fragments save their own data using Fragment.onSaveInstanceState ?
in your case you need to save this temp data in Shared Preference
here is example
ISharedPreferences prefs = PreferenceManager.GetDefaultSharedPreferences(this);
ISharedPreferencesEditor editor = prefs.Edit();
editor.PutInt(("number_of_times_accessed", accessCount++);
editor.PutString("date_last_accessed", DateTime.Now.ToString("yyyy-MMM-dd"));
editor.Apply();
save what ever you want int or string
and when you load you activity retrieve this data and set it to your views
ISharedPreferences prefs = PreferenceManager.GetDefaultSharedPreferences(this);
string passedString = prefs.GetString(key, defValue);
// here set retured data to your view
// Ex : YourEditText.Text = passedString
hope this help

Showing full text in Pin's label in xamarin

I want to display text in multiple lines in the pin's label when it is clicked, but when I have a very long text to be displayed in Address it shows me only a part of it and rest of it remains hidden eg: 'Street 12A...'.
How can I make the label to display the whole text on clicking it and if possible then in multiple lines using Xamarin.Forms.Maps.
var pin = new Pin
{
Type = PinType.Place,
Position = position,
Label = "Label Name",
Address = "some text..........."
};
map.Pins.Add(pin);
You would be to create a custom render for map on each platform to replace the standard iOS pin annotations, Android pin markers, etc...
Xamarin has a full guide for creating custom pin annotations/markers and thus you can create the UI elements you need to display your full text.
Ref: https://developer.xamarin.com/guides/xamarin-forms/custom-renderer/map/

How to change base layer using JS and leaflet layers control

I have to modify existing application, where leaflet layers control is used - I need to display one of the base layers when the map is initiated. Is there a way, how to call some function from the layers control from JS script - something like control.select(1) ....? If not, how can add a tile layer in the same way as it is done by the control - when I add new L.TileLayer during map init, it's not overwritten by manual layers control selection change?
You could try to emulate a user click on the Leaflet Layers Control, but there is a much more simple way to achieve what you initially describe.
Normally by simply adding a layer to the map (e.g. myTileLayer.addTo(map)), if that layer is part of the base layers or overlays of the Layers Control, the latter will automatically update its status (if you added a base layer, the radio buttons will be selected accordingly; for an overlay, the corresponding checkbox will be ticked).
Now I am not sure I understood properly your last part ("when I add new L.TileLayer during map init, it's not overwritten by manual layers control selection change").
If you mean you have an unexpected behaviour because the Tile Layer you added is not changed by the Layers Control, it may be due to the fact that you are not re-using a Tile Layer that the Layers Control knows: do not use new L.TileLayer, but re-use one of the base layers or overlays.
For example:
var baselayers = {
"Tile Layer 1": L.tileLayer(/* ... */),
"Tile Layer 2": L.tileLayer(/* ... */),
"Tile Layer 3": L.tileLayer(/* ... */)
};
var overlays = {};
L.control.layers(baselayers, overlays).addTo(map);
baseLayers["Tile Layer 1"].addTo(map);
There are several ways to handle this problem.
1) You can select second baselayer by clicking on the radio input in layer control. This can be done programatically like this (not recommended):
var layerControlElement = document.getElementsByClassName('leaflet-control-layers')[0];
layerControlElement.getElementsByTagName('input')[1].click();
2) Just change the order of baseLayers passed into L.Control.Layers during initialization.
3) Extend L.Control.Layers so that it accepts some new option {"selectedBaseLayerIndex": 1}
I found this after digging in the leaflet code:
1) find the layer you want to display in control's structure _layers
2) call map.addLayer(_layers[your_layer_index].layer)
3) find your layer in control's structure _form
4) set it's checked attribute to true
Thank you ghybs. You help me to understand leaflet.
I keep base-map preference in FireBase and get it back on connection to store via Redux.
Now my Map component re-render with tileLayer from Redux.
Before I tried to pass it on props... But with leaflet, like ghybs says, you have to add it again to the map, even if you gave it with something like :
const mapRef = useRef(); //Useful to reach Map leaflet element
layerRef.current = L.control
.layers(baseMaps, null, { position: "topleft", sortLayers: true})
.addTo(map);
And after, I hook my tileLayer :
useEffect(() => {
const { leafletElement: map } = mapRef.current; //Don't forget the current...
baseMaps[tileLayer].addTo(map);
}, [tileLayer]);
return (
<Map
onbaselayerchange={(ev) => handleBaseLayerChange(ev.name)}
layers={defaultLayer(tileLayer)}
ref={mapRef}
{...fieldProps}>
<CustomersMarkers layer={layerRef} customers={customers} />
</Map>
);
If you are using jQuery you can simulate a click on the Layers control to change the base layer:
$('.leaflet-control-layers-selector')[0].click()
If you want to switch to the second map layer use the next index [1]

Add circle on Bokeh image

I'm working with Bokeh and I want to add a circle on a specific position on my image.
For the moment, I create my image like this :
img = image(image=[data],
x_range=[0, x_range],
y_range=[0, y_range],
x=x,
y=y,
dw=dw,
dh=dh,
tools=TOOLS,
palette=["Greys-9"],
title=title,
plot_width=plot_width,
plot_height=plot_height,
)
circle(x=10,y=10,radius=100,fill_color="#df1c1c",line_color="#df1c1c")
resources = Resources("inline")
plot_script, plot_div = components(img, resources)
html_script = encode_utf8(plot_script)
html_div = encode_utf8(plot_div)
hold()
figure()
return html_script, html_div
and send this to my HTML page.
The problem is that the circle is not on the final display. Maybe on background ? I don't know...
I tryed add function, add_glyph function, add_layout... None of these are functionnal!
Thanks for helping guys
The above code did not work due to a bug in Bokeh. However, the bug has since been fixed, and that code and code similar to it will function as expected.

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