Graham McIntire
e7a7ae073d
Task 9.3 - Weight recalibration via gradient descent:
- Recalibrator module fits logistic regression weights using Nx
- Trains on QSO positives vs random baseline negatives
- Cross-validates by month, normalizes weights to sum to 1.0
- Mix task: mix recalibrate_scorer --sample 5000 --epochs 2000
Task 9.4 - Side-by-side scorer comparison:
- ScorerDiff.compare/3 re-scores grid with old vs new weights
- Reports mean diff, regressions, improvements, per-band breakdown
- Mix task: mix scorer_diff --new-weights '{...}'
Phase 3 - NEXRAD ingestion pipeline:
- NexradClient fetches IEM n0q composite PNGs, extracts per-point
box statistics (mean/max dBZ, texture variance)
- NexradObservation schema with unique (lat, lon, observed_at)
- NexradWorker on :nexrad queue for background processing
- nexrad_texture backtest feature in Features module
- mix nexrad_backfill --limit 200
All tasks added to AdminTaskWorker and Release for production use.
1116 tests, 0 failures.
109 lines
3.2 KiB
Elixir
109 lines
3.2 KiB
Elixir
# This file is responsible for configuring your application
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# and its dependencies with the aid of the Config module.
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#
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# This configuration file is loaded before any dependency and
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# is restricted to this project.
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# General application configuration
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import Config
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# Configure esbuild (the version is required)
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config :esbuild,
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version: "0.27.4",
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microwaveprop: [
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args:
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~w(js/app.js --bundle --target=es2022 --outdir=../priv/static/assets/js --external:/fonts/* --external:/images/* --alias:@=.),
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cd: Path.expand("../assets", __DIR__),
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env: %{"NODE_PATH" => [Path.expand("../deps", __DIR__), Mix.Project.build_path()]}
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]
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# Configure Elixir's Logger
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config :logger, :default_formatter,
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format: "$time $metadata[$level] $message\n",
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metadata: [:request_id, :remote_ip]
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# Configure the mailer
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#
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# By default it uses the "Local" adapter which stores the emails
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# locally. You can see the emails in your browser, at "/dev/mailbox".
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#
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# For production it's recommended to configure a different adapter
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# at the `config/runtime.exs`.
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config :microwaveprop, Microwaveprop.Mailer, adapter: Swoosh.Adapters.Local
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# Configure the endpoint
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config :microwaveprop, MicrowavepropWeb.Endpoint,
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url: [host: "localhost"],
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adapter: Bandit.PhoenixAdapter,
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render_errors: [
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formats: [html: MicrowavepropWeb.ErrorHTML, json: MicrowavepropWeb.ErrorJSON],
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layout: false
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],
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pubsub_server: Microwaveprop.PubSub,
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live_view: [signing_salt: "Gdq36xze"]
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config :microwaveprop, Oban,
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engine: Oban.Pro.Engines.Smart,
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repo: Microwaveprop.Repo,
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queues: [
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solar: 1,
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weather: 20,
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enqueue: 1,
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hrrr: 5,
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terrain: 4,
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commercial: 2,
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iemre: 10,
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propagation: 1,
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admin: 1,
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nexrad: 2
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],
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plugins: [
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{Oban.Plugins.Pruner, max_age: 3600 * 24},
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{Oban.Plugins.Lifeline, rescue_after: to_timeout(minute: 30)},
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{Oban.Plugins.Cron,
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crontab: [
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{"0 8 * * *", Microwaveprop.Workers.SolarIndexWorker},
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{"*/5 * * * *", Microwaveprop.Commercial.PollWorker},
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{"5 * * * *", Microwaveprop.Workers.PropagationGridWorker},
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{"*/15 * * * *", Microwaveprop.Workers.PropagationPruneWorker}
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]}
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]
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config :microwaveprop, :scopes,
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user: [
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default: true,
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module: Microwaveprop.Accounts.Scope,
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assign_key: :current_scope,
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access_path: [:user, :id],
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schema_key: :user_id,
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schema_type: :binary_id,
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schema_table: :users,
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test_data_fixture: Microwaveprop.AccountsFixtures,
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test_setup_helper: :register_and_log_in_user
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]
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config :microwaveprop,
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ecto_repos: [Microwaveprop.Repo],
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generators: [timestamp_type: :utc_datetime, binary_id: true]
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# Use EXLA as default Nx backend for accelerated tensor operations
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config :nx, :default_backend, EXLA.Backend
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# Use Jason for JSON parsing in Phoenix
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config :phoenix, :json_library, Jason
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# Configure tailwind (the version is required)
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config :tailwind,
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version: "4.2.2",
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microwaveprop: [
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args: ~w(
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--input=assets/css/app.css
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--output=priv/static/assets/css/app.css
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),
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# Import environment specific config. This must remain at the bottom
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# of this file so it overrides the configuration defined above.
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cd: Path.expand("..", __DIR__)
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]
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import_config "#{config_env()}.exs"
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