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Added New Recommender Operator #889

Merged
merged 11 commits into from
Jul 2, 2024
Merged

Added New Recommender Operator #889

merged 11 commits into from
Jul 2, 2024

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prasankh
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ODSC-57945
Added Recommender Operator, designed to provide personalised recommendations based on user behaviour and preferences. The operator utilises three input datasets: items, users, and interaction, along with specific configuration parameters and generate recommendations.csv and report.html as output.

@prasankh prasankh requested review from codeloop and ahosler June 28, 2024 08:58
@oracle-contributor-agreement oracle-contributor-agreement bot added the OCA Verified All contributors have signed the Oracle Contributor Agreement. label Jun 28, 2024
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⚠️ This PR changed pyproject.toml file. ⚠️

  • PR Creator must update 📃 THIRD_PARTY_LICENSES.txt, if any 📚 library added/removed in pyproject.toml.
  • PR Approver must confirm 📃 THIRD_PARTY_LICENSES.txt updated, if any 📚 library added/removed in pyproject.toml.

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📌 Cov diff with main:

Coverage-0%

📌 Overall coverage:

Coverage-60.57%

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github-actions bot commented Jul 1, 2024

⚠️ This PR changed pyproject.toml file. ⚠️

  • PR Creator must update 📃 THIRD_PARTY_LICENSES.txt, if any 📚 library added/removed in pyproject.toml.
  • PR Approver must confirm 📃 THIRD_PARTY_LICENSES.txt updated, if any 📚 library added/removed in pyproject.toml.

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github-actions bot commented Jul 1, 2024

⚠️ This PR changed pyproject.toml file. ⚠️

  • PR Creator must update 📃 THIRD_PARTY_LICENSES.txt, if any 📚 library added/removed in pyproject.toml.
  • PR Approver must confirm 📃 THIRD_PARTY_LICENSES.txt updated, if any 📚 library added/removed in pyproject.toml.

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github-actions bot commented Jul 1, 2024

📌 Cov diff with main:

Coverage-0%

📌 Overall coverage:

Coverage-60.57%

ahosler
ahosler previously approved these changes Jul 1, 2024
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This looks awesome!
Screenshot 2024-07-01 at 12 02 37
Screenshot 2024-07-01 at 11 57 28

The recommender operator spec.
"""
spec = config.spec
self.interactions: pd.DataFrame = pd.read_csv(spec.interactions_data.url)
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Do we make clear that the "url" arg must be a csv?

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Updated: It can now use all the data sources supported by the operator.

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github-actions bot commented Jul 1, 2024

⚠️ This PR changed pyproject.toml file. ⚠️

  • PR Creator must update 📃 THIRD_PARTY_LICENSES.txt, if any 📚 library added/removed in pyproject.toml.
  • PR Approver must confirm 📃 THIRD_PARTY_LICENSES.txt updated, if any 📚 library added/removed in pyproject.toml.

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github-actions bot commented Jul 1, 2024

📌 Cov diff with main:

Coverage-0%

📌 Overall coverage:

Coverage-60.57%

@ahosler ahosler enabled auto-merge July 2, 2024 08:22
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github-actions bot commented Jul 2, 2024

⚠️ This PR changed pyproject.toml file. ⚠️

  • PR Creator must update 📃 THIRD_PARTY_LICENSES.txt, if any 📚 library added/removed in pyproject.toml.
  • PR Approver must confirm 📃 THIRD_PARTY_LICENSES.txt updated, if any 📚 library added/removed in pyproject.toml.

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github-actions bot commented Jul 2, 2024

📌 Cov diff with main:

Coverage-0%

📌 Overall coverage:

Coverage-60.55%

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github-actions bot commented Jul 2, 2024

⚠️ This PR changed pyproject.toml file. ⚠️

  • PR Creator must update 📃 THIRD_PARTY_LICENSES.txt, if any 📚 library added/removed in pyproject.toml.
  • PR Approver must confirm 📃 THIRD_PARTY_LICENSES.txt updated, if any 📚 library added/removed in pyproject.toml.

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github-actions bot commented Jul 2, 2024

📌 Cov diff with main:

Coverage-0%

📌 Overall coverage:

Coverage-60.54%

@ahosler ahosler merged commit 7ba9fa8 into main Jul 2, 2024
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@ahosler ahosler deleted the feature/recommender_v1 branch July 2, 2024 17:24
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3 participants