TIG-254: Move selected tagger into backend code (corrected)

.env.example

@@ -5,7 +5,7 @@
 
 # ----- PostgreSQL (Docker) -----
 POSTGRES_USER=forum
-POSTGRES_PASSWORD=forum_password
+POSTGRES_PASSWORD=YOUR_DB_PASSWORD_HERE
 POSTGRES_DB=the_forum
 POSTGRES_PORT=5434
 
@@ -16,17 +16,17 @@ DATABASE_URL=postgresql://forum:forum_password@localhost:5434/the_forum
 AUTH_SECRET=your-auth-secret-here
 AUTH_AZURE_AD_CLIENT_ID=your-client-id
 AUTH_AZURE_AD_CLIENT_SECRET=your-client-secret
-AUTH_AZURE_AD_TENANT_ID=2ff60116-7431-425d-b5af-077d7791bda4
+AUTH_AZURE_AD_TENANT_ID=YOUR_TENANT_ID_HERE
 
 # ----- AWS S3 (image uploads) -----
 # AWS_S3_BUCKET=the-forum-uploads
 # AWS_REGION=us-east-1
 
 # ----- Next.js public vars (prefix with NEXT_PUBLIC_) -----
 # NEXT_PUBLIC_API_URL=http://localhost:8000
-NEXT_PUBLIC_MAPBOX_TOKEN=pk.your-mapbox-public-token
-NEXT_PUBLIC_CAMPUS_MAP_TOKEN=pk.campus-map-public-token
-NEXT_PUBLIC_CAMPUS_MAP_STYLE=mapbox://styles/account/style-id
+NEXT_PUBLIC_MAPBOX_TOKEN=YOUR_CAMPUS_MAPBOX_TOKEN_HERE
+NEXT_PUBLIC_CAMPUS_MAP_TOKEN=YOUR_CAMPUS_MAP_TOKEN_HERE
+NEXT_PUBLIC_CAMPUS_MAP_STYLE=YOUR_CAMPUS_MAP_STYLE_HERE
 
 # ----- FastAPI -----
 # FASTAPI_SECRET_KEY=changeme
@@ -44,4 +44,4 @@ NEXT_PUBLIC_CAMPUS_MAP_STYLE=mapbox://styles/account/style-id
 
 # ----- Listserv Scraper -----
 LISTSERV_EMAIL=tigerapp@princeton.edu
-LISTSERV_PASSWORD=your-listserv-password
+LISTSERV_PASSWORD=YOUR_LISTSERV_PASSWORD_HERE

.github/workflows/scrape_listserv.yml

@@ -0,0 +1,41 @@
+name: Scrape WhitmanWire
+
+on:
+  schedule:
+    # Runs at 8:00 AM UTC (4:00 AM Eastern Time) every day
+    - cron: '0 8 * * *'
+  workflow_dispatch: # Allows you to click a "Run workflow" button in GitHub's UI
+
+jobs:
+  scrape-and-commit:
+    runs-on: ubuntu-latest
+    # This permission is required so the bot can push the JSON file back to your repo
+    permissions:
+      contents: write 
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.11' # The script uses standard libraries, so this is fine
+
+      - name: Run Scraper
+        env:
+          # Pulls securely from GitHub Secrets
+          LISTSERV_EMAIL: ${{ secrets.LISTSERV_EMAIL }}
+          LISTSERV_PASSWORD: ${{ secrets.LISTSERV_PASSWORD }}
+        run: |
+          python3 apps/listserv-scraper/src/scrape_listserv.py --list WHITMANWIRE --limit 100 --fetch-bodies
+
+      - name: Commit and push changes
+        run: |
+          git config --global user.name "github-actions[bot]"
+          git config --global user.email "41898282+github-actions[bot]@users.noreply.github.com"
+          # Stage the specific data folder where the script saves its output
+          git add apps/listserv-scraper/data/
+          # Commit the changes; if there are no new emails, it fails gracefully instead of crashing
+          git commit -m "chore: update WhitmanWire scraped data" || echo "No changes to commit"
+          git push

.gitignore

@@ -19,9 +19,10 @@ build/
 !.env.example
 !**/.env.example
 !**/env.local.example
+.forum_venv/
 
 # ---- Database ----
-drizzle/
+# drizzle/
 
 # ---- Python ----
 __pycache__/

apps/database/drizzle/0000_setup_vector_extension.sql

@@ -0,0 +1,3 @@
+-- Custom SQL migration file, put your code below! --
+
+CREATE EXTENSION IF NOT EXISTS vector;

apps/database/drizzle/0001_init_schema.sql

@@ -0,0 +1,215 @@
+CREATE TYPE "public"."campus_region" AS ENUM('central', 'east', 'west', 'south', 'north', 'off-campus');--> statement-breakpoint
+CREATE TYPE "public"."event_status" AS ENUM('draft', 'published');--> statement-breakpoint
+CREATE TYPE "public"."event_tag" AS ENUM('free-food', 'workshop', 'performance', 'speaker', 'social', 'career', 'sports', 'music', 'art', 'academic', 'cultural', 'community-service', 'religious', 'political', 'tech', 'gaming', 'outdoor', 'wellness');--> statement-breakpoint
+CREATE TYPE "public"."friendship_status" AS ENUM('pending', 'accepted', 'declined');--> statement-breakpoint
+CREATE TYPE "public"."interaction_type" AS ENUM('view', 'click', 'rsvp', 'save', 'share', 'hide');--> statement-breakpoint
+CREATE TYPE "public"."item_type" AS ENUM('event', 'organization');--> statement-breakpoint
+CREATE TYPE "public"."location_category" AS ENUM('academic', 'residential', 'athletic', 'social', 'administrative', 'library', 'dining', 'other');--> statement-breakpoint
+CREATE TYPE "public"."notification_type" AS ENUM('friend_request', 'event_reminder', 'org_new_event');--> statement-breakpoint
+CREATE TYPE "public"."org_category" AS ENUM('career', 'affinity', 'performance', 'academic', 'athletic', 'social', 'cultural', 'religious', 'political', 'service');--> statement-breakpoint
+CREATE TYPE "public"."org_role" AS ENUM('owner', 'officer', 'member');--> statement-breakpoint
+CREATE TYPE "public"."pipeline_log_status" AS ENUM('success', 'skipped_not_event', 'duplicate', 'error');--> statement-breakpoint
+CREATE TABLE "campus_locations" (
+	"id" varchar(100) PRIMARY KEY NOT NULL,
+	"name" varchar(255) NOT NULL,
+	"latitude" double precision NOT NULL,
+	"longitude" double precision NOT NULL,
+	"category" "location_category" NOT NULL
+);
+--> statement-breakpoint
+CREATE TABLE "event_tags" (
+	"event_id" uuid NOT NULL,
+	"tag" "event_tag" NOT NULL,
+	CONSTRAINT "event_tags_event_id_tag_pk" PRIMARY KEY("event_id","tag")
+);
+--> statement-breakpoint
+CREATE TABLE "events" (
+	"id" uuid PRIMARY KEY DEFAULT gen_random_uuid() NOT NULL,
+	"title" varchar(200) NOT NULL,
+	"description" text NOT NULL,
+	"datetime" timestamp NOT NULL,
+	"end_datetime" timestamp,
+	"location_id" varchar(100) NOT NULL,
+	"org_id" uuid,
+	"creator_id" uuid NOT NULL,
+	"flyer_url" text,
+	"cover_preset" varchar(50),
+	"external_link" text,
+	"is_public" boolean DEFAULT true NOT NULL,
+	"status" "event_status" DEFAULT 'published' NOT NULL,
+	"source" varchar(20) DEFAULT 'manual' NOT NULL,
+	"source_message_id" varchar(255),
+	"created_at" timestamp DEFAULT now() NOT NULL,
+	"updated_at" timestamp DEFAULT now() NOT NULL,
+	CONSTRAINT "events_source_message_id_unique" UNIQUE("source_message_id")
+);
+--> statement-breakpoint
+CREATE TABLE "friendships" (
+	"user_id" uuid NOT NULL,
+	"friend_id" uuid NOT NULL,
+	"status" "friendship_status" DEFAULT 'pending' NOT NULL,
+	"created_at" timestamp DEFAULT now() NOT NULL,
+	CONSTRAINT "friendships_user_id_friend_id_pk" PRIMARY KEY("user_id","friend_id")
+);
+--> statement-breakpoint
+CREATE TABLE "interactions" (
+	"id" uuid PRIMARY KEY DEFAULT gen_random_uuid() NOT NULL,
+	"user_id" uuid NOT NULL,
+	"item_id" uuid NOT NULL,
+	"item_type" "item_type" DEFAULT 'event' NOT NULL,
+	"interaction_type" "interaction_type" NOT NULL,
+	"interaction_value" double precision NOT NULL,
+	"metadata" jsonb,
+	"created_at" timestamp DEFAULT now() NOT NULL
+);
+--> statement-breakpoint
+CREATE TABLE "listserv_configs" (
+	"id" uuid PRIMARY KEY DEFAULT gen_random_uuid() NOT NULL,
+	"address" varchar(255) NOT NULL,
+	"label" varchar(255) NOT NULL,
+	"org_id" uuid,
+	"gmail_label" varchar(255),
+	"enabled" boolean DEFAULT true NOT NULL,
+	"created_at" timestamp DEFAULT now() NOT NULL,
+	CONSTRAINT "listserv_configs_address_unique" UNIQUE("address")
+);
+--> statement-breakpoint
+CREATE TABLE "listserv_emails" (
+	"id" uuid PRIMARY KEY DEFAULT gen_random_uuid() NOT NULL,
+	"message_id" varchar(255) NOT NULL,
+	"listserv" varchar(100) NOT NULL,
+	"subject" text NOT NULL,
+	"author_name" varchar(255),
+	"author_email" varchar(255),
+	"date" timestamp with time zone,
+	"body_text" text,
+	"body_html" text,
+	"is_hoagiemail" boolean DEFAULT false NOT NULL,
+	"hoagiemail_sender_name" varchar(255),
+	"hoagiemail_sender_email" varchar(255),
+	"links" jsonb DEFAULT '[]'::jsonb,
+	"images" jsonb DEFAULT '[]'::jsonb,
+	"attachments" jsonb DEFAULT '[]'::jsonb,
+	"listserv_url" text,
+	"created_at" timestamp DEFAULT now() NOT NULL,
+	CONSTRAINT "listserv_emails_message_id_unique" UNIQUE("message_id")
+);
+--> statement-breakpoint
+CREATE TABLE "notifications" (
+	"id" uuid PRIMARY KEY DEFAULT gen_random_uuid() NOT NULL,
+	"user_id" uuid NOT NULL,
+	"type" "notification_type" NOT NULL,
+	"payload" jsonb NOT NULL,
+	"read" boolean DEFAULT false NOT NULL,
+	"created_at" timestamp DEFAULT now() NOT NULL
+);
+--> statement-breakpoint
+CREATE TABLE "org_followers" (
+	"org_id" uuid NOT NULL,
+	"user_id" uuid NOT NULL,
+	"created_at" timestamp DEFAULT now() NOT NULL,
+	CONSTRAINT "org_followers_org_id_user_id_pk" PRIMARY KEY("org_id","user_id")
+);
+--> statement-breakpoint
+CREATE TABLE "org_members" (
+	"org_id" uuid NOT NULL,
+	"user_id" uuid NOT NULL,
+	"role" "org_role" NOT NULL,
+	CONSTRAINT "org_members_org_id_user_id_pk" PRIMARY KEY("org_id","user_id")
+);
+--> statement-breakpoint
+CREATE TABLE "organizations" (
+	"id" uuid PRIMARY KEY DEFAULT gen_random_uuid() NOT NULL,
+	"name" varchar(255) NOT NULL,
+	"description" text,
+	"logo_url" text,
+	"category" "org_category" NOT NULL,
+	"creator_id" uuid NOT NULL,
+	"created_at" timestamp DEFAULT now() NOT NULL,
+	"updated_at" timestamp DEFAULT now() NOT NULL,
+	CONSTRAINT "organizations_name_unique" UNIQUE("name")
+);
+--> statement-breakpoint
+CREATE TABLE "pipeline_logs" (
+	"id" uuid PRIMARY KEY DEFAULT gen_random_uuid() NOT NULL,
+	"message_id" varchar(255) NOT NULL,
+	"listserv_config_id" uuid,
+	"status" "pipeline_log_status" NOT NULL,
+	"error_text" text,
+	"extracted_event_id" uuid,
+	"created_at" timestamp DEFAULT now() NOT NULL
+);
+--> statement-breakpoint
+CREATE TABLE "rsvps" (
+	"user_id" uuid NOT NULL,
+	"event_id" uuid NOT NULL,
+	"created_at" timestamp DEFAULT now() NOT NULL,
+	CONSTRAINT "rsvps_user_id_event_id_pk" PRIMARY KEY("user_id","event_id")
+);
+--> statement-breakpoint
+CREATE TABLE "saved_events" (
+	"user_id" uuid NOT NULL,
+	"event_id" uuid NOT NULL,
+	"created_at" timestamp DEFAULT now() NOT NULL,
+	CONSTRAINT "saved_events_user_id_event_id_pk" PRIMARY KEY("user_id","event_id")
+);
+--> statement-breakpoint
+CREATE TABLE "user_interests" (
+	"user_id" uuid NOT NULL,
+	"tag" "event_tag" NOT NULL,
+	CONSTRAINT "user_interests_user_id_tag_pk" PRIMARY KEY("user_id","tag")
+);
+--> statement-breakpoint
+CREATE TABLE "user_preference_vectors" (
+	"user_id" uuid PRIMARY KEY NOT NULL,
+	"tag_weights" jsonb DEFAULT '{}'::jsonb NOT NULL,
+	"latent_vector" double precision[],
+	"interaction_count" double precision DEFAULT 0 NOT NULL,
+	"updated_at" timestamp DEFAULT now() NOT NULL
+);
+--> statement-breakpoint
+CREATE TABLE "user_regions" (
+	"user_id" uuid NOT NULL,
+	"region" "campus_region" NOT NULL,
+	CONSTRAINT "user_regions_user_id_region_pk" PRIMARY KEY("user_id","region")
+);
+--> statement-breakpoint
+CREATE TABLE "users" (
+	"id" uuid PRIMARY KEY DEFAULT gen_random_uuid() NOT NULL,
+	"net_id" varchar(50) NOT NULL,
+	"email" varchar(255) NOT NULL,
+	"display_name" varchar(255) NOT NULL,
+	"class_year" varchar(10),
+	"major" varchar(255),
+	"avatar_url" text,
+	"is_org_leader" boolean DEFAULT false NOT NULL,
+	"onboarded" boolean DEFAULT false NOT NULL,
+	"created_at" timestamp DEFAULT now() NOT NULL,
+	"updated_at" timestamp DEFAULT now() NOT NULL,
+	CONSTRAINT "users_net_id_unique" UNIQUE("net_id"),
+	CONSTRAINT "users_email_unique" UNIQUE("email")
+);
+--> statement-breakpoint
+ALTER TABLE "event_tags" ADD CONSTRAINT "event_tags_event_id_events_id_fk" FOREIGN KEY ("event_id") REFERENCES "public"."events"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "events" ADD CONSTRAINT "events_location_id_campus_locations_id_fk" FOREIGN KEY ("location_id") REFERENCES "public"."campus_locations"("id") ON DELETE no action ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "events" ADD CONSTRAINT "events_org_id_organizations_id_fk" FOREIGN KEY ("org_id") REFERENCES "public"."organizations"("id") ON DELETE set null ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "events" ADD CONSTRAINT "events_creator_id_users_id_fk" FOREIGN KEY ("creator_id") REFERENCES "public"."users"("id") ON DELETE no action ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "friendships" ADD CONSTRAINT "friendships_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "friendships" ADD CONSTRAINT "friendships_friend_id_users_id_fk" FOREIGN KEY ("friend_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "interactions" ADD CONSTRAINT "interactions_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "listserv_configs" ADD CONSTRAINT "listserv_configs_org_id_organizations_id_fk" FOREIGN KEY ("org_id") REFERENCES "public"."organizations"("id") ON DELETE set null ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "notifications" ADD CONSTRAINT "notifications_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "org_followers" ADD CONSTRAINT "org_followers_org_id_organizations_id_fk" FOREIGN KEY ("org_id") REFERENCES "public"."organizations"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "org_followers" ADD CONSTRAINT "org_followers_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "org_members" ADD CONSTRAINT "org_members_org_id_organizations_id_fk" FOREIGN KEY ("org_id") REFERENCES "public"."organizations"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "org_members" ADD CONSTRAINT "org_members_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "organizations" ADD CONSTRAINT "organizations_creator_id_users_id_fk" FOREIGN KEY ("creator_id") REFERENCES "public"."users"("id") ON DELETE no action ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "pipeline_logs" ADD CONSTRAINT "pipeline_logs_listserv_config_id_listserv_configs_id_fk" FOREIGN KEY ("listserv_config_id") REFERENCES "public"."listserv_configs"("id") ON DELETE set null ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "pipeline_logs" ADD CONSTRAINT "pipeline_logs_extracted_event_id_events_id_fk" FOREIGN KEY ("extracted_event_id") REFERENCES "public"."events"("id") ON DELETE set null ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "rsvps" ADD CONSTRAINT "rsvps_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "rsvps" ADD CONSTRAINT "rsvps_event_id_events_id_fk" FOREIGN KEY ("event_id") REFERENCES "public"."events"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "saved_events" ADD CONSTRAINT "saved_events_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "saved_events" ADD CONSTRAINT "saved_events_event_id_events_id_fk" FOREIGN KEY ("event_id") REFERENCES "public"."events"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "user_interests" ADD CONSTRAINT "user_interests_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "user_preference_vectors" ADD CONSTRAINT "user_preference_vectors_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "user_regions" ADD CONSTRAINT "user_regions_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE cascade ON UPDATE no action;

apps/database/drizzle/0002_update_enums.sql

@@ -0,0 +1,72 @@
+ALTER TYPE "public"."pipeline_log_status" ADD VALUE 'needs_review';--> statement-breakpoint
+
+CREATE TABLE "event_tag_embeddings" (
+    "tag_name" "event_tag" PRIMARY KEY NOT NULL,
+    "embedding" vector(1536) NOT NULL
+);
+--> statement-breakpoint
+
+ALTER TABLE "event_tag_embeddings" ALTER COLUMN "tag_name" SET DATA TYPE text;--> statement-breakpoint
+ALTER TABLE "event_tags" ALTER COLUMN "tag" SET DATA TYPE text;--> statement-breakpoint
+ALTER TABLE "user_interests" ALTER COLUMN "tag" SET DATA TYPE text;--> statement-breakpoint
+
+DROP TYPE "public"."event_tag";--> statement-breakpoint
+CREATE TYPE "public"."event_tag" AS ENUM('free food', 'career', 'research', 'academics', 'tech', 'entrepreneurship', 'politics', 'visual arts', 'performing arts', 'literature', 'culture', 'music', 'gaming', 'athletics', 'religion', 'sustainability', 'outdoors', 'wellness', 'community service', 'speaker event', 'social event', 'stem');--> statement-breakpoint
+
+-- event_tag_embeddings is a new table, so a direct cast is safe here
+ALTER TABLE "event_tag_embeddings" ALTER COLUMN "tag_name" SET DATA TYPE "public"."event_tag" USING "tag_name"::"public"."event_tag";--> statement-breakpoint
+
+-- Explicit mapping for event_tags
+ALTER TABLE "event_tags" ALTER COLUMN "tag" SET DATA TYPE "public"."event_tag" USING (
+  CASE "tag"
+    WHEN 'free-food' THEN 'free food'
+    WHEN 'workshop' THEN 'academics'
+    WHEN 'performance' THEN 'performing arts'
+    WHEN 'speaker' THEN 'speaker event'
+    WHEN 'social' THEN 'social event'
+    WHEN 'sports' THEN 'athletics'
+    WHEN 'art' THEN 'visual arts'
+    WHEN 'academic' THEN 'academics'
+    WHEN 'cultural' THEN 'culture'
+    WHEN 'community-service' THEN 'community service'
+    WHEN 'religious' THEN 'religion'
+    WHEN 'political' THEN 'politics'
+    WHEN 'outdoor' THEN 'outdoors'
+    ELSE "tag"
+  END
+)::"public"."event_tag";--> statement-breakpoint
+
+-- Explicit mapping for user_interests
+ALTER TABLE "user_interests" ALTER COLUMN "tag" SET DATA TYPE "public"."event_tag" USING (
+  CASE "tag"
+    WHEN 'free-food' THEN 'free food'
+    WHEN 'workshop' THEN 'academics'
+    WHEN 'performance' THEN 'performing arts'
+    WHEN 'speaker' THEN 'speaker event'
+    WHEN 'social' THEN 'social event'
+    WHEN 'sports' THEN 'athletics'
+    WHEN 'art' THEN 'visual arts'
+    WHEN 'academic' THEN 'academics'
+    WHEN 'cultural' THEN 'culture'
+    WHEN 'community-service' THEN 'community service'
+    WHEN 'religious' THEN 'religion'
+    WHEN 'political' THEN 'politics'
+    WHEN 'outdoor' THEN 'outdoors'
+    ELSE "tag"
+  END
+)::"public"."event_tag";--> statement-breakpoint
+
+ALTER TABLE "organizations" ALTER COLUMN "category" SET DATA TYPE text;--> statement-breakpoint
+DROP TYPE "public"."org_category";--> statement-breakpoint
+CREATE TYPE "public"."org_category" AS ENUM('career', 'affinity', 'performing arts', 'academics', 'athletics', 'social event', 'culture', 'religion', 'politics', 'community service');--> statement-breakpoint
+
+-- Explicit mapping for organizations
+ALTER TABLE "organizations" ALTER COLUMN "category" SET DATA TYPE "public"."org_category" USING (
+  CASE "category"
+    WHEN 'academic' THEN 'academics'
+    WHEN 'performance' THEN 'performing arts'
+    WHEN 'cultural' THEN 'culture'
+    WHEN 'athletic' THEN 'athletics'
+    ELSE "category"
+  END
+)::"public"."org_category";