Upgrade Python Version to 3.7 (compatible with Colab)

README.md

@@ -200,6 +200,7 @@ git clone [email protected]:ScalaConsultants/Aspect-Based-Sentiment-Analysis.git
 conda env create -f=environment.yml
 conda activate Aspect-Based-Sentiment-Analysis
 ```
+The package works with the Python in the version 3.7 (the same as in Colab 2021).
 
 <br>
 

aspect_based_sentiment_analysis/models.py

@@ -6,9 +6,9 @@
 import numpy as np
 
 import transformers
-from transformers.modeling_tf_utils import TFModelInputType
 import tensorflow as tf
 from tensorflow.keras import layers
+from transformers.modeling_tf_utils import TFModelInputType
 
 logger = logging.getLogger('absa.model')
 
@@ -56,7 +56,7 @@ class ABSClassifier(tf.keras.Model, ABC):
     @abstractmethod
     def call(
             self,
-            token_ids: tf.Tensor,
+            input_ids: tf.Tensor,
             attention_mask: tf.Tensor = None,
             token_type_ids: tf.Tensor = None,
             training: bool = False,
@@ -70,7 +70,7 @@ def call(
 
         Parameters
         ----------
-        token_ids
+        input_ids
             Indices of input sequence subtokens in the vocabulary.
         attention_mask
             Bool mask used to avoid performing attention on padding token

environment.yml

@@ -1,15 +1,15 @@
 name: Aspect-Based-Sentiment-Analysis
 dependencies:
-  - python=3.6.9
+  - python=3.7
   - scikit-learn=0.24.2
   - pytest=6.2.4
   - pytest-timeout=1.4.2
   - ipython=7.3
-  - spacy=3.1.0
   - dataclasses=0.8
   - pip:
       - tensorflow==2.5.0
       - google-cloud-storage==1.40.0
       - testfixtures==6.17.1
       - transformers==4.8.2
       - optuna==2.8.0
+      - spacy==3.1.1

setup.py

@@ -24,8 +24,8 @@
     include_package_data=False,
     packages=find_packages(),
     install_requires=[
-        'tensorflow==2.5.0',
-        'transformers==4.8.2',
+        'tensorflow==2.5',
+        'transformers==4.8',
         'pytest',
         'scikit-learn',
         'ipython',
@@ -34,5 +34,5 @@
         'optuna',
         'spacy'
     ],
-    python_requires='>=3.6.9',
+    python_requires='==3.7.*',
 )