aprs.me/lib/aprsme/packets/prepared_queries.ex
Graham McIntire 11dbf8215c
feat: Implement comprehensive performance optimizations
- Add database indexes for common query patterns (path, callsign, device, weather)
- Implement packet batching in LiveView to reduce client updates
- Create PreparedQueries module for frequently executed database queries
- Add KNN (K-nearest neighbors) spatial queries using PostGIS
- Implement configurable debouncing for map bounds and hover events
- Integrate with existing Redis cache for device lookups
- Optimize cleanup worker with batch processing (already implemented)

These optimizations significantly improve query performance and reduce
database load, especially for high-traffic scenarios.

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

Co-Authored-By: Claude <noreply@anthropic.com>
2025-07-30 14:14:00 -05:00

145 lines
4.5 KiB
Elixir

defmodule Aprsme.Packets.PreparedQueries do
@moduledoc """
High-performance queries using prepared statements and efficient patterns.
These queries are designed for frequently executed operations.
"""
import Ecto.Query
alias Aprsme.Packet
alias Aprsme.Repo
@doc """
Get the latest packet for a callsign using a prepared statement.
This is one of the most frequently called queries.
"""
@spec get_latest_packet_for_callsign(String.t()) :: Packet.t() | nil
def get_latest_packet_for_callsign(callsign) when is_binary(callsign) do
normalized = String.upcase(String.trim(callsign))
Repo.one(
from(p in Packet,
where: fragment("upper(?)", p.sender) == ^normalized,
order_by: [desc: p.received_at],
limit: 1,
select: %{p | lat: fragment("ST_Y(?)", p.location), lon: fragment("ST_X(?)", p.location)}
)
)
end
@doc """
Get recent packets within bounds using prepared statement.
"""
@spec get_recent_packets_in_bounds(list(), integer()) :: [Packet.t()]
def get_recent_packets_in_bounds([north, south, east, west] = _bounds, hours_back \\ 1) do
time_ago = DateTime.add(DateTime.utc_now(), -hours_back * 3600, :second)
Repo.all(
from(p in Packet,
where: p.has_position == true,
where: p.received_at >= ^time_ago,
where: fragment("ST_Y(?) BETWEEN ? AND ?", p.location, ^south, ^north),
where: fragment("ST_X(?) BETWEEN ? AND ?", p.location, ^west, ^east),
order_by: [desc: p.received_at],
limit: 500,
select: %{p | lat: fragment("ST_Y(?)", p.location), lon: fragment("ST_X(?)", p.location)}
)
)
end
@doc """
Check if callsign has weather packets using prepared statement.
"""
@spec has_weather_packets?(String.t()) :: boolean()
def has_weather_packets?(callsign) when is_binary(callsign) do
normalized = String.upcase(String.trim(callsign))
query =
from(p in Packet,
where: fragment("upper(?)", p.sender) == ^normalized,
where:
not is_nil(p.temperature) or
not is_nil(p.humidity) or
not is_nil(p.pressure) or
not is_nil(p.wind_speed),
limit: 1,
select: true
)
Repo.exists?(query)
end
@doc """
Get nearby stations using KNN (K-nearest neighbors) search.
Uses the <-> operator for efficient spatial queries.
"""
@spec get_nearby_stations_knn(float(), float(), String.t() | nil, map()) :: [map()]
def get_nearby_stations_knn(lat, lon, exclude_callsign \\ nil, opts \\ %{}) do
limit = Map.get(opts, :limit, 10)
hours_back = Map.get(opts, :hours_back, 1)
cutoff_time = DateTime.add(DateTime.utc_now(), -hours_back * 3600, :second)
# Build point for KNN search
point = %Geo.Point{coordinates: {lon, lat}, srid: 4326}
base_query =
from(p in Packet,
where: p.has_position == true,
where: p.received_at >= ^cutoff_time,
where: not is_nil(p.location),
distinct: p.base_callsign,
order_by: [
asc: p.base_callsign,
desc: p.received_at
]
)
query =
if exclude_callsign do
from(p in base_query,
where: p.sender != ^exclude_callsign
)
else
base_query
end
# Subquery to get most recent packet per callsign, then order by distance
subquery =
from(p in subquery(query),
order_by: fragment("? <-> ?", p.location, ^point),
limit: ^limit,
select: %{
callsign: p.sender,
base_callsign: p.base_callsign,
lat: fragment("ST_Y(?)", p.location),
lon: fragment("ST_X(?)", p.location),
distance: fragment("ST_Distance(?::geography, ?::geography)", p.location, ^point),
received_at: p.received_at,
symbol_table_id: p.symbol_table_id,
symbol_code: p.symbol_code,
comment: p.comment
}
)
Repo.all(subquery)
end
@doc """
Get packet count for an area using prepared statement.
"""
@spec get_packet_count_in_area(list(), integer()) :: non_neg_integer()
def get_packet_count_in_area([north, south, east, west], hours_back \\ 24) do
time_ago = DateTime.add(DateTime.utc_now(), -hours_back * 3600, :second)
query =
from(p in Packet,
where: p.has_position == true,
where: p.received_at >= ^time_ago,
where: fragment("ST_Y(?) BETWEEN ? AND ?", p.location, ^south, ^north),
where: fragment("ST_X(?) BETWEEN ? AND ?", p.location, ^west, ^east),
select: count(p.id)
)
Repo.one(query) || 0
end
end