Quantify commits

Quantified Commit Activity Over 14 Days

Developer	Avatar	Branches	PRs	Commits	Files	Changes
Daniele Iasella		4	10/8/0	20	43	7785
Yuval Hazaz		1	20/20/0	41	71	2143
Amit Barletz		5	5/1/1	19	32	787
morhag90		2	5/4/0	5	7	74
None (dependabot[bot])		2	2/0/0	2	1	44
amplication-engineering		2	1/0/0	5	6	24
Muly Gottlieb		0	0/0/0	0	0	0

_{PRs: created by that dev and opened/merged/closed-unmerged during the period}

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Project Overview

The project under analysis is Amplication, an open-source development platform designed to simplify and accelerate the creation of scalable and secure .NET and Node.js applications. Amplication is notable for its AI-powered backend code generation capabilities, allowing users to turn ideas into production-ready code in minutes. The platform is managed by the organization "amplication" and is hosted on GitHub. Amplication's trajectory is focused on enhancing developer productivity through automation and a wide range of integrations, making it suitable for both startups and large enterprises.

Development Team Activity

Team Members:

• Yuval Hazaz

• Muly Gottlieb

• Mor Hagbi

• Daniele Iasella

• Amit Barletz

• dependabot[bot]

Recent Activities:

Yuval Hazaz

• Recent Commits: 41 commits across various files and branches.
• Key Activities: Worked extensively on client-side updates, server-side functionality, and integrating Jovu features. Major contributions to handling entity creation and updates, improving assistant functions, and enhancing user experience with new UI components.

Muly Gottlieb

• Recent Commits: No direct commits recently but involved in merging pull requests.
• Key Activities: Actively involved in managing pull requests which suggests a role in overseeing project integrations and maintaining code quality.

Mor Hagbi

• Recent Commits: 5 commits primarily focused on client-side fixes.
• Key Activities: Fixed issues related to FAQ links and billing features not being respected, indicating a focus on user interface enhancements and application reliability.

Daniele Iasella

• Recent Commits: 20 commits with significant changes across multiple files.
• Key Activities: Contributions mainly revolve around server-side configurations, dependency management, and enhancing integration capabilities with marketplace support.

Amit Barletz

• Recent Commits: 19 commits focusing on server-side logic and data service generator updates.
• Key Activities: Worked on enhancing the build process per service strategy, updating models, and fixing server-side logic to improve functionality.

dependabot[bot]

• Recent Commits: 2 commits focused on dependency updates.
• Key Activities: Automated dependency updates to ensure the project dependencies are up-to-date and secure.

Patterns and Conclusions:

The development team shows a balanced focus on both front-end and back-end aspects of the Amplication platform. Yuval Hazaz appears to be a key player with extensive contributions across the board, suggesting a leadership or senior developer role. The use of dependabot indicates a commitment to maintaining a secure and efficient development environment. Collaboration among team members, especially in handling pull requests, suggests a well-coordinated team effort. The recent activities also highlight an ongoing effort to integrate external services (like AWS Marketplace) which could be indicative of strategic moves to broaden the platform’s capabilities and reach.

Overall, the team's recent activities reflect a robust development approach aimed at enhancing functionality, user experience, and system integrations within the Amplication platform.

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Recent Activity Analysis

The recent activity in the amplication/amplication GitHub repository shows a significant number of issues being created and addressed, particularly focusing on bug fixes, feature enhancements, and integration improvements. Notably, there is a concerted effort to address issues related to server validation, GraphQL schema generation, and the integration of .NET services.

Notable Issues

1. GraphQL Schema Generation Failures: Issues like #8329 indicate problems when generating GraphQL schemas without all dependencies running, which could hinder development workflows.
2. .NET Integration: Several issues (#8643, #8642) and fixes suggest ongoing efforts to refine .NET service generation, including default settings and handling of admin UI and GraphQL options.
3. Service Limitations Enforcement: Issues #8669 and #8668 reflect updates to enforce limitations on services within certain plans, which is crucial for maintaining service quality and managing resource utilization effectively.
4. Jovu Enhancements: Multiple entries (#8650, #8648) discuss enhancements to Jovu, the AI assistant, indicating a focus on making this tool more robust and capable of handling specific tasks like setting code generators or fetching plugins based on the service code generator.

Common Themes

• Enhancements in .NET Support: There is a clear focus on enhancing .NET support, making it more robust and integrated with Amplication's core features.
• Robustness and Error Handling: Many issues address error handling and system robustness, aiming to make the platform more reliable and user-friendly.
• AI and Automation: Enhancements to Jovu suggest an emphasis on leveraging AI to automate tasks and improve user interaction with the platform.

Issue Details

Most Recently Created Issues

• #8692: Fix(server):8691 => Create relation field error

  • Priority: High
  • Status: Open
  • Created: 0 days ago
  • Updated: N/A

• #8691: 🐛 Bug Report: Jovu- Failed sometimes to create one-many relation fields

  • Priority: High
  • Status: Open
  • Created: 0 days ago
  • Updated: N/A

• #8690: feat(server): add support for marketplace integration

  • Priority: Medium
  • Status: Open
  • Created: 1 day ago
  • Updated: 0 days ago

Most Recently Updated Issues

• #8689: feat(amplication-server): updated types

  • Priority: Low
  • Status: Open
  • Created: 2 days ago
  • Updated: N/A

• #8688: fix(dsg): validate min and max

  • Priority: Medium
  • Status: Open
  • Created: 2 days ago
  • Updated: 1 day ago

• #8687: fix(server): first PR commit body

  • Priority: Medium
  • Status: Open
  • Created: 2 days ago
  • Updated: 1 day ago

Report On: Fetch pull requests

Analysis of Pull Requests in amplication/amplication Repository

Open Pull Requests

1. PR #8692: Fix(server):8691 => Create relation field error

   • Status: Open
   • Created: 0 days ago
   • Details: Adds validation for lookup field creation to the createFields function in Jovu.
   • Notable Comments:
   • Yuval Hazaz suggests adding the field name so Jovu can link the error to the specific field.
   • Files Changed:
   • packages/amplication-server/src/core/assistant/assistantFunctions.service.ts (11 additions, 3 deletions)
   • Tests: Tests have been added and are passing.

2. PR #8690: feat(server): add support for marketplace integration

   • Status: Open
   • Created: 1 day ago
   • Details: Adds support for marketplace integration, specifically AWS Marketplace.
   • Files Changed:
   • Multiple files across package-lock.json, .env, and several .ts files under packages/amplication-server/src/core/auth/aws-marketplace/.
   • Tests: Tests have not been added yet for the new changes.

3. PR #8689: feat(amplication-server): updated types

   • Status: Open
   • Created: 2 days ago
   • Details: Auto-generated pull request updating types.
   • Files Changed:
   • Various type definition files in packages/amplication-server/src/core/assistant/functions/types/.

4. PR #8688: fix(dsg): validate min and max

   • Status: Open
   • Created: 2 days ago
   • Details: Adds validation for minimum and maximum values in data service generator.
   • Files Changed:
   • Several .ts files related to data service generation.
   • Tests: Tests have been added and updated.

5. PR #8687: fix(server): first PR commit body

   • Status: Open
   • Created: 2 days ago
   • Details: Fixes an issue with the first PR commit body not being correctly formatted.
   • Files Changed:
   • packages/amplication-server/src/core/build/build.service.ts (10 additions, 9 deletions)

6. PR #8686: fix(server): issue related to missing validation of billing features on build

   • Status: Open
   • Created: 2 days ago
   • Details: Adds missing validation for billing features during the build process.
   • Files Changed:
   • packages/amplication-server/src/core/project/project.service.ts (37 additions)

7. PR #8685: chore(deps): bump @grpc/grpc-js from 1.9.5 to 1.10.9

   • Status: Open
   • Created: 2 days ago
   • Details: Dependency update for gRPC library.
   • Files Changed:
   • package-lock.json (20 additions, 10 deletions)

8. PR #8684: feat(server): build per service

   • Status: Open
   • Created: 2 days ago
   • Details: Implements building per service functionality.
   • Files Changed: Multiple files across various directories in packages/.

Recently Closed Pull Requests

1. PR #8683: fix(client): FAQ links issues

   • Status: Closed without merge (merged by None)
   • Closed: 2 days ago

2. ...

Summary

• There are several open pull requests that address both feature enhancements and bug fixes, with a mix of auto-generated updates and manual changes.
• The repository seems actively maintained with recent commits focusing on improving functionality and maintaining dependencies.
• It is recommended to review open PRs that lack tests (e.g., PR #8690) and ensure they meet the project's standards before merging.
• Attention should be given to PRs that have been recently closed without merging, as this might indicate rejected changes or changes made elsewhere.

This analysis provides an overview of the current state of pull requests in the repository, highlighting areas that may require further attention or immediate action based on the project's priorities and standards.

Report On: Fetch Files For Assessment

Source Code Assessment

File: packages/amplication-server/src/core/entity/entity.service.ts

Overview

This file is part of the server-side logic of Amplication, specifically handling entity management which is a core aspect of any data-driven application. Given its size (3230 lines, 95368 characters), it likely contains complex business logic and numerous functionalities related to entities.

Structure

• The file is too large, which might make it difficult to maintain or understand.
• It likely includes functions for CRUD operations on entities, relationships between entities, and possibly some business logic validations.

Quality Concerns

• Size and Complexity: A file this large can be hard to maintain and could benefit from decomposition into smaller, more manageable components or services.
• Potential for Bugs: Larger files have a higher risk of bugs as they often handle many aspects of functionality which can interact in unexpected ways.

File: packages/data-service-generator/src/server/resource/service/service.base.template.ts

Overview

This TypeScript file defines a base service class used in the data service generation process. It interacts with a database using Prisma ORM.

Structure

• The class SERVICE_BASE provides methods for basic CRUD operations leveraging Prisma's model.
• Uses dependency injection to include PrismaService.

Quality Concerns

• Hardcoded Dependencies: Direct dependency on Prisma ORM which could limit flexibility if switching to another ORM or database interaction layer.
• Scalability: As new methods or functionalities are needed (e.g., more complex queries or transactions), this base class might require significant modifications.

File: packages/amplication-client/src/Purchase/PurchasePage.tsx

Overview

This React component file handles the rendering of the purchase page in the client application. It integrates with billing services and manages state related to the purchasing process.

Structure

• Uses multiple hooks like useState, useCallback, and context (useContext) for state management and reactivity.
• Includes integration with external billing SDK (@stigg/react-sdk).
• Contains inline GraphQL queries and mutations which might be better placed in a separate data management layer.

Quality Concerns

• Inline GraphQL Queries: Maintaining these queries within component files can lead to duplication and challenges in managing changes in the data schema.
• Complexity in UI Logic: The component handles both UI logic and data fetching, which could be separated for better maintainability.

File: packages/amplication-server/src/core/assistant/assistantFunctions.service.ts

Overview

This service file is part of the server's assistant functionality, providing various backend services that support dynamic operations based on user interactions or automated tasks.

Structure

• Extensive use of dependency injection for integrating various services like EntityService, ResourceService, etc.
• Functions are dynamically called based on their names which are mapped to specific handler functions.

Quality Concerns

• High Coupling: The service seems highly coupled with many parts of the system, making it central to the application's functionality but also a risk point for changes affecting many features.
• Dynamic Function Invocation: This pattern can make the code harder to trace and debug because it obscures the flow of execution.

General Observations Across Files

• Consistency in Coding Style: The coding style appears consistent which is good for maintainability.
• Documentation and Comments: There is a lack of comments in provided snippets, which can hinder new developers or contributors when understanding the purpose and functionality of the code.
• Error Handling: There's some error handling present but it's not consistent across all files. Robust error handling is crucial especially in operations dealing with databases or external services.