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Maybe/app/models/security/price/importer.rb
2025-05-19 15:19:41 -04:00

155 lines
5.1 KiB
Ruby

class Security::Price::Importer
MissingSecurityPriceError = Class.new(StandardError)
MissingStartPriceError = Class.new(StandardError)
def initialize(security:, security_provider:, start_date:, end_date:, clear_cache: false)
@security = security
@security_provider = security_provider
@start_date = start_date
@end_date = normalize_end_date(end_date)
@clear_cache = clear_cache
end
# Constructs a daily series of prices for a single security over the date range.
# Returns the number of rows upserted.
def import_provider_prices
if !clear_cache && all_prices_exist?
Rails.logger.info("No new prices to sync for #{security.ticker} between #{start_date} and #{end_date}, skipping")
return 0
end
if provider_prices.empty?
Rails.logger.warn("Could not fetch prices for #{security.ticker} between #{start_date} and #{end_date} because provider returned no prices")
return 0
end
prev_price_value = start_price_value
unless prev_price_value.present?
Rails.logger.error("Could not find a start price for #{security.ticker} on or before #{start_date}")
Sentry.capture_exception(MissingStartPriceError.new("Could not determine start price for ticker")) do |scope|
scope.set_tags(security_id: security.id)
scope.set_context("security", {
id: security.id,
start_date: start_date
})
end
return 0
end
gapfilled_prices = effective_start_date.upto(end_date).map do |date|
db_price_value = db_prices[date]&.price
provider_price_value = provider_prices[date]&.price
provider_currency = provider_prices[date]&.currency
chosen_price = if clear_cache
provider_price_value || db_price_value # overwrite when possible
else
db_price_value || provider_price_value # fill gaps
end
# Gap-fill using LOCF (last observation carried forward)
chosen_price ||= prev_price_value
prev_price_value = chosen_price
{
security_id: security.id,
date: date,
price: chosen_price,
currency: provider_currency || prev_price_currency || db_price_currency || "USD"
}
end
upsert_rows(gapfilled_prices)
end
private
attr_reader :security, :security_provider, :start_date, :end_date, :clear_cache
def provider_prices
@provider_prices ||= begin
provider_fetch_start_date = effective_start_date - 5.days
response = security_provider.fetch_security_prices(
symbol: security.ticker,
exchange_operating_mic: security.exchange_operating_mic,
start_date: provider_fetch_start_date,
end_date: end_date
)
if response.success?
response.data.index_by(&:date)
else
Rails.logger.warn("#{security_provider.class.name} could not fetch prices for #{security.ticker} between #{provider_fetch_start_date} and #{end_date}. Provider error: #{response.error.message}")
Sentry.capture_exception(MissingSecurityPriceError.new("Could not fetch prices for ticker"), level: :warning) do |scope|
scope.set_tags(security_id: security.id)
scope.set_context("security", { id: security.id, start_date: start_date, end_date: end_date })
end
{}
end
end
end
def db_prices
@db_prices ||= Security::Price.where(security_id: security.id, date: start_date..end_date)
.order(:date)
.to_a
.index_by(&:date)
end
def all_prices_exist?
db_prices.count == expected_count
end
def expected_count
(start_date..end_date).count
end
# Skip over ranges that already exist unless clearing cache
def effective_start_date
return start_date if clear_cache
(start_date..end_date).detect { |d| !db_prices.key?(d) } || end_date
end
def start_price_value
provider_price_value = provider_prices.select { |date, _| date <= start_date }
.max_by { |date, _| date }
&.last&.price
db_price_value = db_prices[start_date]&.price
provider_price_value || db_price_value
end
def upsert_rows(rows)
batch_size = 200
total_upsert_count = 0
rows.each_slice(batch_size) do |batch|
ids = Security::Price.upsert_all(
batch,
unique_by: %i[security_id date currency],
returning: [ "id" ]
)
total_upsert_count += ids.count
end
total_upsert_count
end
def db_price_currency
db_prices.values.first&.currency
end
def prev_price_currency
@prev_price_currency ||= provider_prices.values.first&.currency
end
# Clamp to today (EST) so we never call our price API for a future date (our API is in EST/EDT timezone)
def normalize_end_date(requested_end_date)
today_est = Date.current.in_time_zone("America/New_York").to_date
[ requested_end_date, today_est ].min
end
end