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Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.

Home Page: https://argilla-io.github.io/argilla/latest/

Dockerfile 0.09% JavaScript 3.03% SCSS 0.83% Vue 10.38% Shell 0.03% Python 75.62% TypeScript 9.28% HTML 0.02% Procfile 0.01% Mako 0.01% CSS 0.45% Jupyter Notebook 0.26%
human-in-the-loop natural-language-processing mlops developer-tools text-labeling annotation-tool nlp machine-learning active-learning weak-supervision

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alvarobartt avatar anakin87 avatar ankush-chander avatar burtenshaw avatar chainyo avatar chschroeder avatar damianpumar avatar davidberenstein1957 avatar dcfidalgo avatar dependabot[bot] avatar dvsrepo avatar eshwarhs avatar frascuchon avatar gabrielmbmb avatar garimau avatar ignacioct avatar jfcalvo avatar keithcuniah avatar kursathalat avatar leireropl avatar leiyre avatar nataliaelv avatar orasik avatar paulbauriegel avatar plaguss avatar pre-commit-ci[bot] avatar ruanchaves avatar sdiazlor avatar tim-win avatar tomaarsen avatar

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argilla's Issues

Streamlit app section on docs

Adding the streamlit app section on documentation. Streamlit app is already developed.

How shall I proceed @dvsrepo ? Making a quick .rst file just showing how to run the app (as all the explanations are in the code) or explaining the app/what the app shows in the .rst ?

[0.1.1] Problem with KGLab Tutorial

I'm getting this error when running the third tutorial for tomorrow's release, wondering if you know what's going on @dvsrepo .

import torch
from torch_geometric.data import Data

tensor = torch.tensor(edge_list, dtype=torch.long).t().contiguous() 
edge_index, edge_type = tensor[:2], tensor[2]
data = Data(edge_index=edge_index)
data.edge_type = edge_type

The error is:

OSError: dlopen(/Users/ignaciotalaveracepeda/anaconda3/envs/rubrix0.1.1/lib/python3.7/site-packages/torch_sparse/_convert_cpu.so, 6): Symbol not found: __ZNK2at6Tensor6deviceEv
Referenced from: /Users/ignaciotalaveracepeda/anaconda3/envs/rubrix0.1.1/lib/python3.7/site-packages/torch_sparse/_convert_cpu.so
Expected in: /Users/ignaciotalaveracepeda/anaconda3/envs/rubrix0.1.1/lib/python3.7/site-packages/torch/lib/libtorch_cpu.dylib
in /Users/ignaciotalaveracepeda/anaconda3/envs/rubrix0.1.1/lib/python3.7/site-packages/torch_sparse/_convert_cpu.so
---------------------------------------------------------------------------
OSError                                   Traceback (most recent call last)
<ipython-input-14-844cb8b9dd75> in <module>
      1 import torch
----> 2 from torch_geometric.data import Data
      3 
      4 tensor = torch.tensor(edge_list, dtype=torch.long).t().contiguous()
      5 edge_index, edge_type = tensor[:2], tensor[2]

~/anaconda3/envs/rubrix0.1.1/lib/python3.7/site-packages/torch_geometric/__init__.py in <module>
      3 
      4 from .debug import is_debug_enabled, debug, set_debug
----> 5 import torch_geometric.data
      6 import torch_geometric.transforms
      7 import torch_geometric.utils

~/anaconda3/envs/rubrix0.1.1/lib/python3.7/site-packages/torch_geometric/data/__init__.py in <module>
----> 1 from .data import Data
      2 from .temporal import TemporalData
      3 from .batch import Batch
      4 from .dataset import Dataset
      5 from .in_memory_dataset import InMemoryDataset

~/anaconda3/envs/rubrix0.1.1/lib/python3.7/site-packages/torch_geometric/data/data.py in <module>
      6 import torch
      7 import torch_geometric
----> 8 from torch_sparse import coalesce, SparseTensor
      9 from torch_geometric.utils import (contains_isolated_nodes,
     10                                    contains_self_loops, is_undirected)

~/anaconda3/envs/rubrix0.1.1/lib/python3.7/site-packages/torch_sparse/__init__.py in <module>
     13 ]:
     14     torch.ops.load_library(importlib.machinery.PathFinder().find_spec(
---> 15         f'{library}_{suffix}', [osp.dirname(__file__)]).origin)
     16 
     17 if torch.cuda.is_available():  # pragma: no cover

~/anaconda3/envs/rubrix0.1.1/lib/python3.7/site-packages/torch/_ops.py in load_library(self, path)
    102             # static (global) initialization code in order to register custom
    103             # operators with the JIT.
--> 104             ctypes.CDLL(path)
    105         self.loaded_libraries.add(path)
    106 

~/anaconda3/envs/rubrix0.1.1/lib/python3.7/ctypes/__init__.py in __init__(self, name, mode, handle, use_errno, use_last_error)
    362 
    363         if handle is None:
--> 364             self._handle = _dlopen(self._name, mode)
    365         else:
    366             self._handle = handle

OSError: dlopen(/Users/ignaciotalaveracepeda/anaconda3/envs/rubrix0.1.1/lib/python3.7/site-packages/torch_sparse/_convert_cpu.so, 6): Symbol not found: __ZNK2at6Tensor6deviceEv
  Referenced from: /Users/ignaciotalaveracepeda/anaconda3/envs/rubrix0.1.1/lib/python3.7/site-packages/torch_sparse/_convert_cpu.so
  Expected in: /Users/ignaciotalaveracepeda/anaconda3/envs/rubrix0.1.1/lib/python3.7/site-packages/torch/lib/libtorch_cpu.dylib
 in /Users/ignaciotalaveracepeda/anaconda3/envs/rubrix0.1.1/lib/python3.7/site-packages/torch_sparse/_convert_cpu.so

svg images with white font

While implementing the new readme, and adding one of the amazing svg images we have to explain Rubrix, and as a dark mode Github user, I came across this:

Captura de pantalla 2021-05-19 a las 12 08 46

Is it possible to make it a png-like background, or we stick to the light mode approach?

UI fine tuning styles

  • H1 Futura 36pt
  • H2 Futura 28pt
  • Text O.S 16px
  • Menu O.S 14px
  • Chapter title in menu no clickable (ej; Getting start) : Futura, soft blue : 4C4EA3, 22pt
  • Code snippet: same grey border and text color (pink): F2067A

URL not found for images

When clicking on the images in the docs you get to a not found url. There are several solutions:

  1. remove the ability to click on the image.
  2. maybe there's an sphinx-contrib for enlarging/full-screen the image.
  3. Fix the path

I don't know which one is easier to do, maybe 2 is the most difficult, I let you decide. In general I would avoid sending the users to other urls and leaving the docs, even if it's our image

Add label Feature

  • Integrate new user flow
    Cuando te pongas hablamos para validarlo

  • Display records group like blogs

  • Align the creation of labels and entities

Allow creation null tags

The create new label accepts create empty labels, bringing into null values. This behaviour should be skipped.

Screenshot 2021-06-08 at 21 03 55

New UI Features

Here are a few features for the UI that would be awesome to have :)

  • Apply annotations to all records of a given filter combination. Right now i can only select all records shown on screen and annotate them at once, but i cannot select all records of the given filter combination.
  • It would be nice to be able to load more than 5 records at once. Sometimes i need to go through a given filter combination rapidly to reach a certain point, and it is a bit cumbersome to press x times "Next 5 records".
  • In general it would be a nice feature to be able to "mark" records (maybe with a color or something like that). In my use case i had to check all negative annotated samples and reannotate them if necessary. Right now there is no way to "save" this progress, that is i could not mark the record as "i already checked you". Another use case was that we wanted to "mark" some phone calls we found via the UI, that had a really bad transcription. We used the "discard" feature for this, but this is not what it was meant for.
  • Allow to dynamically add/change/remove labels. Right now we have to do this outside of the UI, by loading/logging the data set again. Use case would be: while annotating, i see that the labels are not really suitable, and i want to add/change/remove some.

Text for login box

Replace Annotation tool create a short text with Track and iterate on data for AI

Missleading error in rb.init()

Let's avoid
raise Exception("Unidentified error, it should not get here.")

Showing info about the error response (status, body, etc.)

Review concepts section

  • fix and missing links (e.g. [link a las tasks] or issues with reference to guides)
  • include a brief description about metadata
  • remove docstrings from methods and add a mention to the Python Client API reference.
  • include a short introduction paragraph after the main title: In this section, we will bla bla, then we can have two subsections Rubrix data model (it's called now Main Concepts) or just Data model, and then Methods. In general we should avoid having a H1 with no text before the first H2, even short explanations of the content of that page will greatly help the readers.
  • do a quick proof reading (there's a typo with POS tagging)
  • I will provide you with updated figures to improve readability.

Thanks, very good job in general👍

Rubrix Cheatsheet/Cookbook

The idea is to cover the interaction between the main NLP libraries. So far, I've found these to include:

  • HuggingFace
  • spaCy
  • Flair
  • Stanza

If we found any other, it should be quick to add.

Addressing the name, I've found several examples of cheatsheet but none of cookbook. It has more personality and makes more sense to me (as we are explaining how to include other services into our app is kind of mixing different ingredients), but cheatsheet is by far the standard.

One very cool example is streamlit doc. I was wondering if that was a ipynb, but it is an standalone streamlit app, that they have running in a separate repo and uploaded to their premium hosting service. I don't know if something similar can be done from our starting point (a notebook), but would be cool. Other approaches, like readthedocs, are pngs. Maybe not difficult to replicate with our current style, but not very maintainable. So for now, a jupyter is a cool start, and maybe a destination (?).

Allow copying UI created labels

When i create new labels in the UI, and do not annotate anything with these new labels, these new labels will not be copied when doing a rubrix.load&rubrix.log.

It would be nice to be able to completely copy a data set and its "state".

[docs] Quick docs review

  • Simplify URL and folder structure by removing documentation from the path
  • Home page index.rst should be what's now Introduction to Rubrix. Ideally, this page will still be the first item of the Getting started block (I've seen this in other docs) but if it's not easy to do, no problem.
  • Rename Introduction to Rubrix -> Rubrix docs
  • Add right-side table of contents (toc) to each page, with a header like "On this page".
  • Merge Concepts and Methods into one section called Concepts (I think is a heading issue).
  • Try to include the video on the home page with autoplay and using either html5 or a sphinx-contrib package.
  • Complete the home page (what's now Intro to Rubrix)
  • Complete missing things in Concepts (keep it as simple as possible).
  • Add Community section, with direct links to github and github discussion forum.

Glitch Right Sidebar on large screen

Cuando hacemos scroll de la zona central el ancho del right sidebar se reduce no debería cambiar.
Propongo tb comentar el widget contador de records porqué esta escondido detrás

[UI] Provide dataset properties for components simplification.

UI components that already have a dataset as input param, should avoid require other params that can be easily computed from dataset.

For examle:

<GlobalActions :annotationEnabled="annotationEnabled" :dataset="dataset" />

The GlobalActions component receive 2 params: dataset and annotationEnabled, but the second one can be easily computed from dataset

dataset.viewSettings.annotationEnabled

Also, we can consider create getter for common computed properties.

class Dataset {

   get annotationEnabled (this) {
      return this.viewSettings.annotationEnabled;
  }
}

Reference Section

Including a Reference section. For now it can have links to Python API docs, and we can think of more elements to add. @dvsrepo told me that you were working on the API reference, @dcfidalgo , how is it going?

Style font records

  • Intercambiar estilos del "type record" y del "record" tal que estaba antés. Sorry por el mareo

422 Error not showing correctly

{'detail': ['1 validation error for CreationDatasetRequest\nname\n  string does not match regex "^(?!-|_)[a-z0-9-_]+$" (type=value_error.str.regex; pattern=^(?!-|_)[a-z0-9-_]+$)']}
---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
<ipython-input-1-a00c59b53ee8> in <module>
     26 
     27 # Logging into Rubrix
---> 28 rb.log(records=[record], name="zeroshot-NER")

~/Documents/RecognAI/rubrix/src/rubrix/__init__.py in log(records, name, tags, metadata, chunk_size)
    112         records = [records]
    113 
--> 114     return _client_instance().log(
    115         records=records, name=name, tags=tags, metadata=metadata, chunk_size=chunk_size
    116     )

~/Documents/RecognAI/rubrix/src/rubrix/client/__init__.py in log(self, records, name, tags, metadata, chunk_size)
    166             chunk = records[i : i + chunk_size]
    167 
--> 168             response = bulk_records_function(
    169                 client=self._client,
    170                 name=name,

~/Documents/RecognAI/rubrix/src/rubrix/sdk/api/token_classification/bulk_records.py in sync_detailed(client, name, json_body)
     85     )
     86 
---> 87     return _build_response(response=response)
     88 
     89 

~/Documents/RecognAI/rubrix/src/rubrix/sdk/api/token_classification/bulk_records.py in _build_response(response)
     65         content=response.content,
     66         headers=response.headers,
---> 67         parsed=_parse_response(response=response),
     68     )
     69 

~/Documents/RecognAI/rubrix/src/rubrix/sdk/api/token_classification/bulk_records.py in _parse_response(response)
     52     if response.status_code == 422:
     53         print(response.json())
---> 54         response_422 = HTTPValidationError.from_dict(response.json())
     55 
     56         return response_422

~/Documents/RecognAI/rubrix/src/rubrix/sdk/models/http_validation_error.py in from_dict(cls, src_dict)
     39         _detail = d.pop("detail", UNSET)
     40         for detail_item_data in _detail or []:
---> 41             detail_item = ValidationError.from_dict(detail_item_data)
     42 
     43             detail.append(detail_item)

~/Documents/RecognAI/rubrix/src/rubrix/sdk/models/validation_error.py in from_dict(cls, src_dict)
     35     @classmethod
     36     def from_dict(cls: Type[T], src_dict: Dict[str, Any]) -> T:
---> 37         d = src_dict.copy()
     38         loc = cast(List[str], d.pop("loc"))
     39 

AttributeError: 'str' object has no attribute 'copy'

The problem comes for the response with the regex.

Rule to show show green/red/no icon

  • Check the logic implemented correspond to this behaviour

Gold same as Annotation: Green
Gold different as Annotation: Red
No Annotation or no Gold : No icon

docker-compose issues

When running the docker-compose file in the readme, the rubrix_1 service fails with the following exception stack trace:

[2021-05-04 16:23:21 +0000] [40] [ERROR] Traceback (most recent call last):
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/urllib3/connection.py", line 170, in _new_conn
rubrix_1         |     (self._dns_host, self.port), self.timeout, **extra_kw
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/urllib3/util/connection.py", line 96, in create_connection
rubrix_1         |     raise err
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/urllib3/util/connection.py", line 86, in create_connection
rubrix_1         |     sock.connect(sa)
rubrix_1         | ConnectionRefusedError: [Errno 111] Connection refused
rubrix_1         | 
rubrix_1         | During handling of the above exception, another exception occurred:
rubrix_1         | 
rubrix_1         | Traceback (most recent call last):
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/elasticsearch/connection/http_urllib3.py", line 252, in perform_request
rubrix_1         |     method, url, body, retries=Retry(False), headers=request_headers, **kw
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/urllib3/connectionpool.py", line 756, in urlopen
rubrix_1         |     method, url, error=e, _pool=self, _stacktrace=sys.exc_info()[2]
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/urllib3/util/retry.py", line 507, in increment
rubrix_1         |     raise six.reraise(type(error), error, _stacktrace)
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/urllib3/packages/six.py", line 735, in reraise
rubrix_1         |     raise value
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/urllib3/connectionpool.py", line 706, in urlopen
rubrix_1         |     chunked=chunked,
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/urllib3/connectionpool.py", line 394, in _make_request
rubrix_1         |     conn.request(method, url, **httplib_request_kw)
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/urllib3/connection.py", line 234, in request
rubrix_1         |     super(HTTPConnection, self).request(method, url, body=body, headers=headers)
rubrix_1         |   File "/usr/local/lib/python3.7/http/client.py", line 1252, in request
rubrix_1         |     self._send_request(method, url, body, headers, encode_chunked)
rubrix_1         |   File "/usr/local/lib/python3.7/http/client.py", line 1298, in _send_request
rubrix_1         |     self.endheaders(body, encode_chunked=encode_chunked)
rubrix_1         |   File "/usr/local/lib/python3.7/http/client.py", line 1247, in endheaders
rubrix_1         |     self._send_output(message_body, encode_chunked=encode_chunked)
rubrix_1         |   File "/usr/local/lib/python3.7/http/client.py", line 1026, in _send_output
rubrix_1         |     self.send(msg)
rubrix_1         |   File "/usr/local/lib/python3.7/http/client.py", line 966, in send
rubrix_1         |     self.connect()
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/urllib3/connection.py", line 200, in connect
rubrix_1         |     conn = self._new_conn()
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/urllib3/connection.py", line 182, in _new_conn
rubrix_1         |     self, "Failed to establish a new connection: %s" % e
rubrix_1         | urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7fd72c079b50>: Failed to establish a new connection: [Errno 111] Connection refused
rubrix_1         | 
rubrix_1         | During handling of the above exception, another exception occurred:
rubrix_1         | 
rubrix_1         | Traceback (most recent call last):
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/starlette/routing.py", line 526, in lifespan
rubrix_1         |     async for item in self.lifespan_context(app):
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/starlette/routing.py", line 467, in default_lifespan
rubrix_1         |     await self.startup()
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/starlette/routing.py", line 502, in startup
rubrix_1         |     await handler()
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/rubrix/server/server.py", line 71, in configure_elasticsearch
rubrix_1         |     datasets: DatasetsDAO = create_datasets_dao(es=es_wrapper)
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/rubrix/server/datasets/dao.py", line 271, in create_datasets_dao
rubrix_1         |     _instance = DatasetsDAO(es)
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/rubrix/server/datasets/dao.py", line 66, in __init__
rubrix_1         |     self.init()
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/rubrix/server/datasets/dao.py", line 73, in init
rubrix_1         |     force_recreate=True,
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/rubrix/server/commons/es_wrapper.py", line 140, in create_index_template
rubrix_1         |     self.__client__.indices.put_template(name=name, body=template)
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/elasticsearch/client/utils.py", line 153, in _wrapped
rubrix_1         |     return func(*args, params=params, headers=headers, **kwargs)
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/elasticsearch/client/indices.py", line 647, in put_template
rubrix_1         |     body=body,
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/elasticsearch/transport.py", line 413, in perform_request
rubrix_1         |     raise e
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/elasticsearch/transport.py", line 388, in perform_request
rubrix_1         |     timeout=timeout,
rubrix_1         |   File "/usr/local/lib/python3.7/site-packages/elasticsearch/connection/http_urllib3.py", line 264, in perform_request
rubrix_1         |     raise ConnectionError("N/A", str(e), e)
rubrix_1         | elasticsearch.exceptions.ConnectionError: ConnectionError(<urllib3.connection.HTTPConnection object at 0x7fd72c079b50>: Failed to establish a new connection: [Errno 111] Connection refused) caused by: NewConnectionError(<urllib3.connection.HTTPConnection object at 0x7fd72c079b50>: Failed to establish a new connection: [Errno 111] Connection refused)
rubrix_1         | 
rubrix_1         | [2021-05-04 16:23:21 +0000] [40] [ERROR] Application startup failed. Exiting.

Move Analytics sidebar button

On small browser, move the button to not hide the "create label feature". Show it under, aligned with the first record line

[UI] Refresh button drop the pagination status

When a refresh is applied on exploration/annotation mode, the pagination status is lost.

Using current pagination style, the solution is not simple:

  • Do we need load everything previous to current "page"?

A classic pagination style (with pages) could mitigate these problems. What do you think @Amelie-V and @leiyre ??

Readme update

Hi! I think we've moved enought in the documentation process to update our beautiful README. In my opinion, two main tasks have to be adressed:

  • Decide if we change the actual content of the readme (many of this things are now on separate documentation section).
  • Complete what's left (some code blocks are placeholders, for example)

So we can discuss here how to approach this. My proposal:

  1. First paragraph and quick links stays, but quick links could maybe be at the bottom of the readme.
  2. Use cases look cool there, but I think design principles is info overloading. We can either move it to an existing doc page (Introduction feels right to me).
  3. Main concepts have their own place now to be. We could maintain a copy here too, I'm down to anything here.
  4. Get started coul be a little bit reduced, and placed before main concepts. We would reference the full instructions doc page. I see this get started as a I want to test Rubrix in less than a minute to test something out, and the docs get started as a that was cool! something cool enough for me I even made it to the documentation.
  5. Supported and planned tasks feels right to me here, we give a glance at we have done and what are we working on from the readme.

Tell me what do you think 🤠

Review readme

  • Make sure links to docs point to /stable/ and not latest.
  • Align setup and installation with the setup and installation guides in the docs.

Document elasticsearch field for Elasticsearch DSL and Kibana

Add this somewhere in the docs (probably in the Rubrix UI guide):

// Commons search fields
annotated_as
annotated_by
event_timestamp
id
last_updated
metadata.*
multi_label
predicted
predicted_as
predicted_by
status
words
// Text classification
inputs.*
score
// Token classification
tokens

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