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Plaid balance calculator improvements

This commit is contained in:
Zach Gollwitzer 2025-05-23 08:39:17 -04:00
parent df5f926a0e
commit 43add44b06
4 changed files with 93 additions and 71 deletions

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@ -0,0 +1,50 @@
# Plaid Investment balances have a ton of edge cases. This processor is responsible
# for deriving "brokerage cash" vs. "total value" based on Plaid's reported balances and holdings.
class PlaidAccount::Investments::BalanceCalculator
def initialize(plaid_account, security_resolver:)
@plaid_account = plaid_account
@security_resolver = security_resolver
end
def balance
total_investment_account_value
end
# Plaid considers "brokerage cash" and "cash equivalent holdings" to all be part of "cash balance"
#
# Internally, we DO NOT. Maybe clearly distinguishes between "brokerage cash" vs. "holdings (i.e. invested cash)"
# For this reason, we must manually calculate the cash balance based on "total value" and "holdings value"
# See PlaidAccount::Investments::SecurityResolver for more details.
def cash_balance
calculate_investment_brokerage_cash
end
private
attr_reader :plaid_account, :security_resolver
def holdings
plaid_account.raw_investments_payload["holdings"] || []
end
def calculate_investment_brokerage_cash
total_investment_account_value - true_holdings_value
end
# This is our source of truth. We assume Plaid's `current_balance` reporting is 100% accurate
# Plaid guarantees `current_balance` AND/OR `available_balance` is always present, and based on the docs,
# `current_balance` should represent "total account value".
def total_investment_account_value
plaid_account.current_balance || plaid_account.available_balance
end
# Plaid holdings summed up, LESS "brokerage cash" holdings (that we've manually identified)
def true_holdings_value
# True holdings are holdings *less* Plaid's "pseudo-securities" (e.g. `CUR:USD` brokerage cash "holding")
true_holdings = holdings.reject do |h|
security = security_resolver.resolve(plaid_security_id: h["security_id"])
security.brokerage_cash?
end
true_holdings.sum { |h| h["quantity"] * h["institution_price"] }
end
end

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@ -1,36 +0,0 @@
# Plaid Investment balances have a ton of edge cases. This processor is responsible
# for deriving "brokerage cash" vs. "total value" based on Plaid's reported balances and holdings.
class PlaidAccount::Investments::BalanceProcessor
attr_reader :plaid_account, :security_resolver
def initialize(plaid_account, security_resolver:)
@plaid_account = plaid_account
@security_resolver = security_resolver
end
def balance
plaid_account.current_balance || plaid_account.available_balance
end
# Plaid considers "brokerage cash" and "cash equivalent holdings" to all be part of "cash balance"
# Internally, we DO NOT.
# Maybe clearly distinguishes between "brokerage cash" vs. "holdings (i.e. invested cash)"
# For this reason, we must back out cash + cash equivalent holdings from the reported cash balance to avoid double counting
def cash_balance
plaid_account.available_balance - excludable_cash_holdings_value
end
private
def holdings
plaid_account.raw_investments_payload["holdings"]
end
def excludable_cash_holdings_value
excludable_cash_holdings = holdings.select do |h|
response = security_resolver.resolve(plaid_security_id: h["security_id"])
response.security.present? && response.cash_equivalent?
end
excludable_cash_holdings.sum { |h| h["quantity"] * h["institution_price"] }
end
end

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@ -1,5 +1,5 @@
# Resolves a Plaid security to an internal Security record, or nil # Resolves a Plaid security to an internal Security record, or nil
class PlaidAccount::SecurityResolver class PlaidAccount::Investments::SecurityResolver
UnresolvablePlaidSecurityError = Class.new(StandardError) UnresolvablePlaidSecurityError = Class.new(StandardError)
def initialize(plaid_account) def initialize(plaid_account)
@ -24,9 +24,9 @@ class PlaidAccount::SecurityResolver
if plaid_security.nil? if plaid_security.nil?
report_unresolvable_security(plaid_security_id) report_unresolvable_security(plaid_security_id)
response = Response.new(security: nil, cash_equivalent?: false) response = Response.new(security: nil, cash_equivalent?: false, brokerage_cash?: false)
elsif brokerage_cash?(plaid_security) elsif brokerage_cash?(plaid_security)
response = Response.new(security: nil, cash_equivalent?: true) response = Response.new(security: nil, cash_equivalent?: true, brokerage_cash?: true)
else else
security = Security::Resolver.new( security = Security::Resolver.new(
plaid_security["ticker_symbol"], plaid_security["ticker_symbol"],
@ -35,7 +35,8 @@ class PlaidAccount::SecurityResolver
response = Response.new( response = Response.new(
security: security, security: security,
cash_equivalent?: cash_equivalent?(plaid_security) cash_equivalent?: cash_equivalent?(plaid_security),
brokerage_cash?: false
) )
end end
@ -47,7 +48,7 @@ class PlaidAccount::SecurityResolver
private private
attr_reader :plaid_account, :security_cache attr_reader :plaid_account, :security_cache
Response = Struct.new(:security, :cash_equivalent?, keyword_init: true) Response = Struct.new(:security, :cash_equivalent?, :brokerage_cash?, keyword_init: true)
def securities def securities
plaid_account.raw_investments_payload["securities"] || [] plaid_account.raw_investments_payload["securities"] || []
@ -62,16 +63,6 @@ class PlaidAccount::SecurityResolver
securities.find { |s| s["proxy_security_id"] == plaid_security_id } securities.find { |s| s["proxy_security_id"] == plaid_security_id }
end end
# We ignore these. Plaid calls these "holdings", but they are "brokerage cash" (treated separately in our system)
def brokerage_cash?(plaid_security)
[ "CUR:USD" ].include?(plaid_security["ticker_symbol"])
end
# These are valid holdings, but we use this designation to calculate the cash value of the account
def cash_equivalent?(plaid_security)
plaid_security["type"] == "cash" || plaid_security["is_cash_equivalent"] == true
end
def report_unresolvable_security(plaid_security_id) def report_unresolvable_security(plaid_security_id)
Sentry.capture_exception(UnresolvablePlaidSecurityError.new("Could not resolve Plaid security from provided data")) do |scope| Sentry.capture_exception(UnresolvablePlaidSecurityError.new("Could not resolve Plaid security from provided data")) do |scope|
scope.set_context("plaid_security", { scope.set_context("plaid_security", {
@ -79,4 +70,32 @@ class PlaidAccount::SecurityResolver
}) })
end end
end end
# Plaid treats "brokerage cash" differently than us. Internally, Maybe treats "brokerage cash"
# as "uninvested cash" (i.e. cash that doesn't have a corresponding Security and can be withdrawn).
#
# Plaid treats everything as a "holding" with a corresponding Security. For example, "brokerage cash" (USD)
# in Plaids data model would be represented as:
#
# - A Security with ticker `CUR:USD`
# - A holding, linked to the `CUR:USD` Security, with an institution price of $1
#
# Internally, we store brokerage cash balance as `account.cash_balance`, NOT as a holding + security.
# This allows us to properly build historical cash balances and holdings values separately and accurately.
#
# These help identify these "special case" securities for various calculations.
#
def known_plaid_brokerage_cash_tickers
[ "CUR:USD" ]
end
def brokerage_cash?(plaid_security)
return false unless plaid_security["ticker_symbol"].present?
known_plaid_brokerage_cash_tickers.include?(plaid_security["ticker_symbol"])
end
def cash_equivalent?(plaid_security)
return false unless plaid_security["type"].present?
plaid_security["type"] == "cash" || plaid_security["is_cash_equivalent"] == true
end
end end

View file

@ -44,9 +44,9 @@ class PlaidAccount::Processor
account.assign_attributes( account.assign_attributes(
accountable: map_accountable(plaid_account.plaid_type), accountable: map_accountable(plaid_account.plaid_type),
subtype: map_subtype(plaid_account.plaid_type, plaid_account.plaid_subtype), subtype: map_subtype(plaid_account.plaid_type, plaid_account.plaid_subtype),
balance: balance, balance: balance_calculator.balance,
currency: plaid_account.currency, currency: plaid_account.currency,
cash_balance: cash_balance cash_balance: balance_calculator.cash_balance
) )
account.save! account.save!
@ -78,28 +78,17 @@ class PlaidAccount::Processor
report_exception(e) report_exception(e)
end end
def balance def balance_calculator
case plaid_account.plaid_type if plaid_account.plaid_type == "investment"
when "investment" @balance_calculator ||= PlaidAccount::Investments::BalanceCalculator.new(plaid_account, security_resolver: security_resolver)
investment_balance_processor.balance
else else
plaid_account.current_balance || plaid_account.available_balance OpenStruct.new(
balance: plaid_account.current_balance || plaid_account.available_balance,
cash_balance: plaid_account.available_balance || 0
)
end end
end end
def cash_balance
case plaid_account.plaid_type
when "investment"
investment_balance_processor.cash_balance
else
plaid_account.available_balance || 0
end
end
def investment_balance_processor
PlaidAccount::Investments::BalanceProcessor.new(plaid_account, security_resolver: security_resolver)
end
def report_exception(error) def report_exception(error)
Sentry.capture_exception(error) do |scope| Sentry.capture_exception(error) do |scope|
scope.set_tags(plaid_account_id: plaid_account.id) scope.set_tags(plaid_account_id: plaid_account.id)