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://github.com/google-research/google-research/tree/master/cfq](https://github.com/google-research/google-research/tree/master/cfq)
 - **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:** 345.30 MB
 - **Total amount of disk used:** 2386.92 MB
 
-### [Dataset Summary](#dataset-summary)
+### Dataset Summary
 
 The CFQ dataset (and it's splits) for measuring compositional generalization.
 
@@ -46,19 +46,19 @@ See https://arxiv.org/abs/1912.09713.pdf for background.
 Example usage:
 data = datasets.load_dataset('cfq/mcd1')
 
-### [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
 
 #### mcd1
 
@@ -130,7 +130,7 @@ An example of 'train' looks as follows.
 }
 ```
 
-### [Data Fields](#data-fields)
+### Data Fields
 
 The data fields are the same among all splits.
 
@@ -154,7 +154,7 @@ The data fields are the same among all splits.
 - `question`: a `string` feature.
 - `query`: a `string` feature.
 
-### [Data Splits Sample Size](#data-splits-sample-size)
+### Data Splits Sample Size
 
 |         name         |train |test |
 |----------------------|-----:|----:|
@@ -164,49 +164,49 @@ The data fields are the same among all splits.
 |query_complexity_split|100654| 9512|
 |query_pattern_split   | 94600|12589|
 
-## [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
 
 ```
 

cfq.py

@@ -19,13 +19,15 @@
 from __future__ import absolute_import, division, print_function
 
 import json
-import logging
 import os
 import re
 
 import datasets
 
 
+logger = datasets.logging.get_logger(__name__)
+
+
 _CITATION = """
 @inproceedings{Keysers2020,
   title={Measuring Compositional Generalization: A Comprehensive Method on
@@ -141,10 +143,10 @@ class Cfq(datasets.GeneratorBasedBuilder):
         splits_path = os.path.join(base_directory, splits_file)
         with open(samples_path, encoding="utf-8") as samples_file:
             with open(splits_path, encoding="utf-8") as splits_file:
-                logging.info("Reading json from %s into memory...", samples_path)
+                logger.info("Reading json from %s into memory...", samples_path)
                 samples = json.loads(self._scrub_json(samples_file.read()))
-                logging.info("%d samples loaded", len(samples))
-                logging.info("Loaded json data from %s.", samples_path)
+                logger.info("%d samples loaded", len(samples))
+                logger.info("Loaded json data from %s.", samples_path)
                 splits = json.load(splits_file)
                 for idx in splits[split_id]:
                     sample = samples[idx]