Update files from the datasets library (from 1.4.0)

Release notes: https://github.com/huggingface/datasets/releases/tag/1.4.0

README.md

@@ -27,7 +27,7 @@
   - [Citation Information](#citation-information)
   - [Contributions](#contributions)
 
-## [Dataset Description](#dataset-description)
+## Dataset Description
 
 - **Homepage:** [http://nlp.cs.washington.edu/triviaqa/](http://nlp.cs.washington.edu/triviaqa/)
 - **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
@@ -37,7 +37,7 @@
 - **Size of the generated dataset:** 43351.32 MB
 - **Total amount of disk used:** 52184.66 MB
 
-### [Dataset Summary](#dataset-summary)
+### Dataset Summary
 
 TriviaqQA is a reading comprehension dataset containing over 650K
 question-answer-evidence triples. TriviaqQA includes 95K question-answer
@@ -45,19 +45,19 @@ pairs authored by trivia enthusiasts and independently gathered evidence
 documents, six per question on average, that provide high quality distant
 supervision for answering the questions.
 
-### [Supported Tasks](#supported-tasks)
+### Supported Tasks
 
 [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
 
-### [Languages](#languages)
+### Languages
 
 [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
 
-## [Dataset Structure](#dataset-structure)
+## Dataset Structure
 
 We show detailed information for up to 5 configurations of the dataset.
 
-### [Data Instances](#data-instances)
+### Data Instances
 
 #### rc
 
@@ -103,7 +103,7 @@ An example of 'train' looks as follows.
 
 ```
 
-### [Data Fields](#data-fields)
+### Data Fields
 
 The data fields are the same among all splits.
 
@@ -203,7 +203,7 @@ The data fields are the same among all splits.
 - `type`: a `string` feature.
 - `value`: a `string` feature.
 
-### [Data Splits Sample Size](#data-splits-sample-size)
+### Data Splits Sample Size
 
 |        name        |train |validation|test |
 |--------------------|-----:|---------:|----:|
@@ -212,49 +212,49 @@ The data fields are the same among all splits.
 |unfiltered          | 87622|     11313|10832|
 |unfiltered.nocontext| 87622|     11313|10832|
 
-## [Dataset Creation](#dataset-creation)
+## Dataset Creation
 
-### [Curation Rationale](#curation-rationale)
+### Curation Rationale
 
 [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
 
-### [Source Data](#source-data)
+### Source Data
 
 [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
 
-### [Annotations](#annotations)
+### Annotations
 
 [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
 
-### [Personal and Sensitive Information](#personal-and-sensitive-information)
+### Personal and Sensitive Information
 
 [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
 
-## [Considerations for Using the Data](#considerations-for-using-the-data)
+## Considerations for Using the Data
 
-### [Social Impact of Dataset](#social-impact-of-dataset)
+### Social Impact of Dataset
 
 [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
 
-### [Discussion of Biases](#discussion-of-biases)
+### Discussion of Biases
 
 [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
 
-### [Other Known Limitations](#other-known-limitations)
+### Other Known Limitations
 
 [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
 
-## [Additional Information](#additional-information)
+## Additional Information
 
-### [Dataset Curators](#dataset-curators)
+### Dataset Curators
 
 [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
 
-### [Licensing Information](#licensing-information)
+### Licensing Information
 
 [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
 
-### [Citation Information](#citation-information)
+### Citation Information
 
 ```
 

trivia_qa.py

@@ -20,7 +20,6 @@ from __future__ import absolute_import, division, print_function
 
 import glob
 import json
-import logging
 import os
 
 import six
@@ -28,6 +27,9 @@ import six
 import datasets
 
 
+logger = datasets.logging.get_logger(__name__)
+
+
 _CITATION = """
 @article{2017arXivtriviaqa,
        author = {{Joshi}, Mandar and {Choi}, Eunsol and {Weld},
@@ -243,7 +245,7 @@ class TriviaQa(datasets.GeneratorBasedBuilder):
                 new_items = []
                 for item in collection:
                     if "Filename" not in item:
-                        logging.info("Missing context 'Filename', skipping.")
+                        logger.info("Missing context 'Filename', skipping.")
                         continue
 
                     new_item = item.copy()
@@ -252,7 +254,7 @@ class TriviaQa(datasets.GeneratorBasedBuilder):
                         with open(os.path.join(file_dir, fname), encoding="utf-8") as f:
                             new_item[context_field] = f.read()
                     except (IOError, datasets.Value("errors").NotFoundError):
-                        logging.info("File does not exist, skipping: %s", fname)
+                        logger.info("File does not exist, skipping: %s", fname)
                         continue
                     new_items.append(new_item)
                 return new_items
@@ -290,7 +292,7 @@ class TriviaQa(datasets.GeneratorBasedBuilder):
             }
 
         for filepath in files:
-            logging.info("generating examples from = %s", filepath)
+            logger.info("generating examples from = %s", filepath)
             fname = os.path.basename(filepath)
 
             with open(filepath, encoding="utf-8") as f: