feat: Implement Real-time Spectral Grading & Dynamic Supply Pricing (…#1610
Merged
omroy07 merged 3 commits intoomroy07:mainfrom Feb 22, 2026
Merged
Conversation
|
@SatyamPandey-07 is attempting to deploy a commit to the Om Roy's projects Team on Vercel. A member of the Team first needs to authorize it. |
Thanks for creating a PR for your Issue!
|
Owner
|
Conflict |
Contributor
Author
|
@omroy07 sir done |
Owner
|
not resolved |
Contributor
Author
|
No conflicts with base branch |
|
🎉 Congrats @SatyamPandey-07 on getting your PR merged! 🙌 |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
2 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Technical Implementation Summary
backend/models/processing.py
)
SpectralScanData
: Stores high-resolution chemical analysis data (Protein, Brix, Moisture, Fiber) simulated from optical hardware scans.
DynamicGradeAdjustment
: Acts as an audit trail for the autonomous lifecycle, logging whenever a batch grade is changed and the resulting financial penalty factor.
2. Pricing & Contract Expansion
BulkOrder
(
backend/models/procurement.py
): Added real_time_price_modifier which serves as a multiplier for the unit_price, allowing quality-based discounts to be applied instantly.
ForwardContract
(
backend/models/market.py
): Added quality_penalty_clause to track the percentage deduction from final payouts if the harvest quality underperforms.
3. Autonomous Grading Engine (
backend/services/grading_engine.py
)
Implemented Cascading Financial Recalculation (L3):
When a spectral scan is ingested, the engine automatically calculates a letter grade (A, B, or C).
If a grade drop occurs, the engine autonomously updates all linked
ForwardContract
payouts,
BulkOrder
final totals, and
SupplyBatch
grades without any manual user approval.
It also dynamically adjusts the
ResourceValueIndex
on the barter exchange, lowering the "Trade Power" of specific crop types if regional quality is trending downwards.
4. End-of-Day Pricing Tasks (
backend/tasks/pricing_tasks.py
)
Created a Celery task that runs daily to reconcile all quality-based pricing drifts and calculate the cumulative financial flux across the system.
5. API Blueprints (
backend/api/v1/processing.py
)
Created POST /batches//spectral-scan: Ingests raw scan data and triggers the cascading update sequence.
Created GET /batches//valuation: Returns the current market value of a batch after quality modifiers have been applied.
🚀 closes #1604