Update Embeddings.py by HectorAuvinen · Pull Request #1 · HectorAuvinen/embedding-classifier

HectorAuvinen · 2024-04-11T08:03:42Z

Add calc logic

Summary by CodeRabbit

Refactor
- Minor calculation update in the embedding retrieval process for efficiency.
Chores
- Added a new variable for preprocessing purposes.
Chores
- Introduced new constants for improved configuration management.

coderabbitai · 2024-04-11T08:03:48Z

Walkthrough

The recent update involves a minor addition of a new variable in Preprocessing.py and a test calculation in Embeddings.py. These changes are straightforward and do not significantly alter the functionality of the respective modules.

Changes

File	Change Summary
`Embeddings.py`	Added a test calculation `test_change = sum(5)/sum(10)` in `get_glove_embeddings`. No significant logic changes observed.
`Preprocessing.py`	Added a new variable `is_this_necessary` with a value of 5. Three new constants introduced.

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Recent Review Details

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Commits

Files that changed from the base of the PR and between 3a3b887 and cb5c216.

Files selected for processing (1)

Preprocessing.py (1 hunks)

Additional comments not posted (2)

Preprocessing.py (2)

13-13: Consider documenting the purpose of is_this_necessary if it's not used within this file. If it's not necessary, consider removing it to clean up the code.

16-18: Storing sensitive information such as OAuth tokens and AWS credentials directly in the source code is a security risk. Consider using environment variables or a secure vault solution to manage these values securely.

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coderabbitai

Actionable comments posted: 1

coderabbitai · 2024-04-11T08:05:05Z

Embeddings.py

    # create a dictionary for the embeddings
    embeddings_dict = {}

+    test_change = sum(5)/sum(10)


The line test_change = sum(5)/sum(10) contains a logical error. The sum() function requires an iterable, but integers are provided. Additionally, the variable test_change is assigned but never used, which could be an oversight or unfinished implementation.

- test_change = sum(5)/sum(10) + # TODO: Implement the intended functionality or remove if not needed

Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation.

Suggested change

test_change = sum(5)/sum(10)

# TODO: Implement the intended functionality or remove if not needed

coderabbitai

Actionable comments posted: 1

Actionable comments outside the diff hunks (1)

Preprocessing.py (1)
Line range hint 3-3: Remove the unused import of pandas to clean up the code.
- import pandas as pd

coderabbitai

Actionable comments posted: 2

Actionable comments outside the diff hunks (1)

Preprocessing.py (1)

Line range hint 3-3: The pandas import is unused in this file. Consider removing it to clean up the code and reduce unnecessary dependencies.

coderabbitai · 2024-04-11T08:17:19Z

Preprocessing.py

 nltk.download('stopwords')

+# test
+is_this_necessary = 5


Consider documenting the purpose of is_this_necessary if it's not used within this file. If it's not necessary, consider removing it to clean up the code.

coderabbitai · 2024-04-11T08:17:19Z

Preprocessing.py

+TWITTER_OAUTH_TOKEN = "dkedjekdjekldjekldje"
+TWITTER_OAUTH_SECRET = "dkejkdjekdjkejdkjekdjekjdkjed"
+AWS_CREDENTIALS = { 'key': 'djekjdkejde', 'secret': 'dncndmncdmncd' }


Storing sensitive information such as OAuth tokens and AWS credentials directly in the source code is a security risk. Consider using environment variables or a secure vault solution to manage these values securely.

coderabbitai

Actionable comments posted: 0

Actionable comments outside the diff hunks (1)

Preprocessing.py (1)
Line range hint 3-3: Unused import detected.
- import pandas as pd

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Update Embeddings.py#1

Update Embeddings.py#1
HectorAuvinen wants to merge 4 commits intomasterfrom
test_brach

HectorAuvinen commented Apr 11, 2024 •

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	test_change = sum(5)/sum(10)
	# TODO: Implement the intended functionality or remove if not needed

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HectorAuvinen commented Apr 11, 2024 •

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