a

* fix instance size variable so large jobs are processed

* add to docker

* fix instance size variable so large jobs are processed

* add to docker

* update install script

* fix instance size variable so large jobs are processed

* add to docker

* update install script

* replace all instances of old var

Full Integration of OIDC authentication system.
Deprecation of legacy cookie-based auth.
Upgrade client-admin app.
OIDC Simulator for dev/test environments.

* add astro version of client-participation

* minor style updates

* begin moving over translations

* port over translations

* ssr

* Use real convo data

* dynamically update title

* more translations

* wire in voting capability

* get voting working

* cors

* type check

* impliment convo closed status

* admin mod, prio stub

* hclust route checkpoitn

* labels working

* remove logging, get towards hclust

* hclust explration 22

* contour plot

* contours

* prio take 1

* distances

* remove dead 600 file

* add more defense for small models

* topic prioritize mock

* webpack build size

* topic sections

* merge fix

* add simple route

* Restructure priority calculation to use group-based extremity

- Remove priority calculation from math pipeline (conversation.py)
  * Delete _importance_metric and _priority_metric methods
  * Remove priority computation from recompute() method
  * Math pipeline now focuses on PCA, clustering, and representativeness

- Add dedicated priority calculation script (502_calculate_priorities.py)
  * Implements PriorityCalculator class with group-based extremity
  * Matches Clojure priority formula: (importance * scaling_factor)^2
  * Retrieves extremity values from Delphi_CommentExtremity table
  * Updates priorities in Delphi_CommentRouting table

- Update pipeline execution order (run_delphi.py, run_delphi.sh)
  * Math pipeline → UMAP pipeline → Extremity calculation → Priority calculation
  * Ensures priorities use group-based extremity instead of PCA-based
  * Maintains separation of concerns between mathematical and priority calculations

This fixes the priority calculation bug where all priorities were 0 due to
missing extremity values, and implements proper group-based extremity usage
as requested for the Pakistan conversation analysis.

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <[email protected]>

* Refactor priority calculation: separate formulas from service logic

- Extract priority formulas into polismath/conversation/priority.py
  * Create PriorityCalculator class with static methods for core formulas
  * Port importance_metric and priority_metric from Clojure implementation
  * Add convenience methods: calculate_comment_priority, validate_inputs, explain_priority
  * Pure mathematical logic with no I/O dependencies for better testability

- Refactor umap_narrative/502_calculate_priorities.py to use extracted formulas
  * Rename class from PriorityCalculator to PriorityService (clearer distinction)
  * Import and use PriorityCalculator.calculate_comment_priority()
  * Remove duplicate formula implementations (38 lines removed)
  * Focus service on DynamoDB operations and data orchestration

Benefits:
- Better separation of concerns: formulas vs data processing
- Improved testability: mathematical logic can be unit tested independently
- Enhanced reusability: priority formulas can be used in other contexts
- Cleaner maintainability: formula changes only need to happen in one place

Tested successfully with conversation 36324:
- 807 comments processed
- Priority statistics: min=0, max=3, avg=2.36
- All priorities calculated using group-based extremity values

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <[email protected]>

* Revert "Refactor priority calculation: separate formulas from service logic"

This reverts commit cfd829d.

* topic agenda collapse prototype tetris-y

* topic agenda setting demo

* begin basic bulk upload capability

* save state

* split by distance doesn't owrk

* sentence transformer model

* componetize

* drive detail

* more specifics

* log archetypal comments

* dynamo table and node services

* Don't crash when we have not votes.

* suppress logging

* differnet approach for prepended labesl

* Te arch updates topicmod (#2086)

* add polis mod access and remove table scans

* add comments back

* more comment fixes

* add footer links

* begin dockerization

* dockerize and new route structure

* wire in xid

* get alpha embed working

* prune comments

* connect comment form

* translations fixes, hook up subscribe form

* css fixes

* fix env vars

* Colinmegill/topic prio (#2103)

* showing topics in participant view

* logo color / p slightly more minimal change

---------

Co-authored-by: Colin Megill <[email protected]>

* perf adjustments

* remove console log

* minor fixes

* compilation fixes

* more auth

* get auth working

* return vote response

* participation alpha qa and better topic loading

* add hide header ability

* update headerless

* turn off eslint for now

* prep alpha for prod deploy

---------

Co-authored-by: Colin Megill <[email protected]>
Co-authored-by: Christian Weilbach <[email protected]>
Co-authored-by: Claude <[email protected]>