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:** [https://u.cs.biu.ac.il/~koppel/BlogCorpus.htm](https://u.cs.biu.ac.il/~koppel/BlogCorpus.htm)
 - **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:** 617.75 MB
 - **Total amount of disk used:** 916.20 MB
 
-### [Dataset Summary](#dataset-summary)
+### Dataset Summary
 
 The Blog Authorship Corpus consists of the collected posts of 19,320 bloggers gathered from blogger.com in August 2004. The corpus incorporates a total of 681,288 posts and over 140 million words - or approximately 35 posts and 7250 words per person.
 
@@ -57,19 +57,19 @@ Each blog in the corpus includes at least 200 occurrences of common English word
 
 The corpus may be freely used for non-commercial research purposes
 
-### [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
 
 #### blog-authorship-corpus
 
@@ -89,7 +89,7 @@ An example of 'validation' looks as follows.
 }
 ```
 
-### [Data Fields](#data-fields)
+### Data Fields
 
 The data fields are the same among all splits.
 
@@ -101,55 +101,55 @@ The data fields are the same among all splits.
 - `horoscope`: a `string` feature.
 - `job`: a `string` feature.
 
-### [Data Splits Sample Size](#data-splits-sample-size)
+### Data Splits Sample Size
 
 |         name         |train |validation|
 |----------------------|-----:|---------:|
 |blog-authorship-corpus|532812|     31277|
 
-## [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
 
 ```
 @inproceedings{schler2006effects,

blog_authorship_corpus.py

@@ -1,12 +1,14 @@
 from __future__ import absolute_import, division, print_function
 
 import glob
-import logging
 import os
 
 import datasets
 
 
+logger = datasets.logging.get_logger(__name__)
+
+
 _CITATION = """\
 @inproceedings{schler2006effects,
     title={Effects of age and gender on blogging.},
@@ -133,7 +135,7 @@ class BlogAuthorshipCorpus(datasets.GeneratorBasedBuilder):
         for file_path in files:
             counter = 0
             file_name = os.path.basename(file_path)
-            logging.info("generating examples from = %s", file_path)
+            logger.info("generating examples from = %s", file_path)
             file_id, gender, age, job, horoscope = tuple(file_name.split(".")[:-1])
 
             # Note: import xml.etree.ElementTree as etree does not work. File cannot be parsed
@@ -151,7 +153,7 @@ class BlogAuthorshipCorpus(datasets.GeneratorBasedBuilder):
                             sub_id = counter
                             counter += 1
                             if date == "":
-                                logging.warning("Date missing for {} in {}".format(line, file_name))
+                                logger.warning("Date missing for {} in {}".format(line, file_name))
                             assert date is not None, "Date is missing before {}".format(line)
                             blog = {
                                 "text": line,
@@ -165,4 +167,4 @@ class BlogAuthorshipCorpus(datasets.GeneratorBasedBuilder):
                         else:
                             continue
                 except UnicodeDecodeError as e:
-                    logging.warning("{} cannot be loaded. Error message: {}".format(file_path, e))
+                    logger.warning("{} cannot be loaded. Error message: {}".format(file_path, e))