AI-Pricing-Agent/tests/test_cosmos.py

153 lines
6.7 KiB
Python

"""Unit tests for the COSMOS mapping layer (no network).
Uses a fake client that returns a captured real take-home response, so we verify
the FeeQuote mapping and the stack assembly without hitting the API.
"""
from __future__ import annotations
from config.settings import PricingRules
from pricing_agent.cosmos.service import CosmosPricingService
from pricing_agent.tools.margin_engine import stack_from_quote
# A real captured take-home response for UBMICROFIBERGUSSETPILLOWWHITEQUEEN @ $24.99.
REAL_TAKEHOME = {
"itemPrice": 24.99, "referralFee": 3.75, "fbaFee": 8.97, "lowInventoryFee": 0.0,
"inboundPlacementFee": 0.11, "returnFee": 0.5, "eprFee": 0, "vat": 0.0,
"costSubtotal": -12.72, "marginImpact": 37.71, "logisticsCost": 0.0,
"dutyAmount": 0.0, "costPerUnit": 8.59, "orderHandling": 0, "weightHandling": 0,
"warehouseExpense": 0,
"costBreakdown": {"purchasePrice": 6.28, "freight": 1.27, "duty": 1.03},
"takeHome": 3.07,
}
RULES = PricingRules(margin_floor=0.25, worst_case_referral_pct=0.15)
class FakeClient:
def get(self, path, params=None):
assert "takehome-calculator" in path
return REAL_TAKEHOME
def test_fee_quote_maps_takehome():
svc = CosmosPricingService(FakeClient())
q = svc.fee_quote("UBTEST", 24.99)
assert q.selling_price == 24.99
assert q.landed_cost == 8.59
assert q.fba_fee == 8.97
assert q.referral_amt == 3.75
assert q.returns_reserve == 0.5
assert q.other_fees == 0.11 # inbound placement only
assert q.net_takehome == 3.07
assert q.source == "cosmos"
def test_stack_from_quote_matches_cosmos_net():
svc = CosmosPricingService(FakeClient())
q = svc.fee_quote("UBTEST", 24.99)
stack = stack_from_quote(q, RULES)
# Net profit must equal COSMOS take-home.
assert round(stack.profit, 2) == 3.07
# CM% = takeHome / price.
assert round(stack.contribution_margin_pct, 4) == round(3.07 / 24.99, 4)
# Break-even uses the fixed cost base and the derived referral %.
cost_base = 8.59 + 8.97 + 0.5 + 0.11
assert round(stack.break_even_price, 2) == round(cost_base / (1 - 0.15), 2)
assert round(stack.map_floor, 2) == round(cost_base / (1 - 0.25), 2)
# ---------------------------------------------------------------- exact SKU joins
# COSMOS's /api/products and /api/invp-insight filters are CONTAINS/relevance searches,
# not equality. Both lookups used to fall back to `data[0]` "if COSMOS returned a fuzzy
# match set", which bound one product's ASIN, cost, brand and inventory to a different
# product's SKU. Observed live: get_product("UBCFKFITTEDSHEETWHITECALKING") — a SKU COSMOS
# does not have — returned UBMICROFIBERGUSSETPILLOWWHITEQUEEN / B08DTH86Q2.
class RowClient:
"""Returns a fixed row set, and records the params it was asked for."""
def __init__(self, rows):
self.rows, self.calls = rows, []
def get(self, path, params=None):
self.calls.append((path, dict(params or {})))
return {"data": self.rows, "page": 1, "size": 20, "total": len(self.rows)}
# The real response for sku=UBCFKMATTRESSPROTECTORTWIN88: the SKU itself, a Walmart row
# whose "ASIN" is not an ASIN, and the BOX variant. All three are AMAZON_USA, so only the
# exact SKU test tells them apart.
PROTECTOR_ROWS = [
{"sku": "UBCFKMATTRESSPROTECTORTWIN88", "marketplace": "AMAZON_USA",
"asin": "B00MRH9NCK", "status": "Registered", "cost": 4.11},
{"sku": "WALUBCFKMATTRESSPROTECTORTWIN88", "marketplace": "AMAZON_USA",
"asin": "8946709597", "cost": 9.99},
{"sku": "UBCFKMATTRESSPROTECTORTWIN88BOX", "marketplace": "AMAZON_USA",
"asin": "B09K7HXJ4M", "cost": 7.77},
]
def test_get_product_picks_the_exact_sku_not_a_box_or_walmart_variant():
c = RowClient(PROTECTOR_ROWS)
p = CosmosPricingService(c).get_product("UBCFKMATTRESSPROTECTORTWIN88")
assert p is not None
assert p.sku == "UBCFKMATTRESSPROTECTORTWIN88"
assert p.asin == "B00MRH9NCK" # not 8946709597, not B09K7HXJ4M
assert p.cost == 4.11 # not another variant's COGS
def test_get_product_queries_the_sku_filter_not_the_relevance_search():
"""`q` ranks across the whole catalogue and often omits the SKU entirely."""
c = RowClient(PROTECTOR_ROWS)
CosmosPricingService(c).get_product("UBCFKMATTRESSPROTECTORTWIN88")
_path, params = c.calls[0]
assert params.get("sku") == "UBCFKMATTRESSPROTECTORTWIN88"
assert "q" not in params
def test_get_product_returns_none_rather_than_another_skus_row():
"""The live failure: a SKU COSMOS does not carry at all."""
c = RowClient([
{"sku": "UBMICROFIBERGUSSETPILLOWWHITEQUEEN", "marketplace": "AMAZON_USA",
"asin": "B08DTH86Q2", "cost": 8.59},
{"sku": "UBPILLOWSQUARECOTTONCOVER18X18", "marketplace": "AMAZON_USA",
"asin": "B07XYZ1234"},
])
assert CosmosPricingService(c).get_product("UBCFKFITTEDSHEETWHITECALKING") is None
def test_get_product_rejects_a_foreign_marketplace_row():
c = RowClient([{"sku": "UBTEST", "marketplace": "AMAZON_CA", "asin": "BCA0000001"}])
svc = CosmosPricingService(c, marketplace="AMAZON_USA")
assert svc.get_product("UBTEST") is None
# ...and accepts it when that IS the marketplace we asked about.
assert CosmosPricingService(c, marketplace="AMAZON_CA").get_product("UBTEST") is not None
def test_get_invp_does_not_take_a_sibling_variants_inventory():
"""`skuPrefix` matches every colour/size variant; data[0] was an arbitrary sibling.
Inventory, cover days and 6-month velocity feed LOW_STOCK and EXCESS_STOCK, so a
sibling's numbers here move real prices on the wrong SKU.
"""
def _row(sku, inv, cover):
# cover_days is derived from the EARLIEST dateMap snapshot, not a top-level field.
return {"sku": sku, "marketplace": "AMAZON_USA", "inventory": inv,
"averageSale6Months": inv / 100.0,
"dateMap": {"01/05/2026": {"dataDate": "01/05/2026", "inventory": inv,
"coverDays": cover}}}
rows = [_row("UBMICROFIBERDUVETTWINGREY", 12, 3),
_row("UBMICROFIBERDUVETTWINWHITE", 4000, 78)]
invp = CosmosPricingService(RowClient(rows)).get_invp("UBMICROFIBERDUVETTWINWHITE")
assert invp is not None
assert invp.sku == "UBMICROFIBERDUVETTWINWHITE"
# Not the GREY sibling's 12 units / 3 days — which would read as a stockout emergency
# and fire LOW_STOCK on a SKU sitting on 4,000 units.
assert (invp.inventory, invp.cover_days, invp.avg_6m) == (4000, 78, 40.0)
def test_get_invp_returns_none_when_only_siblings_come_back():
rows = [{"sku": "UBMICROFIBERDUVETTWINGREY", "marketplace": "AMAZON_USA",
"inventory": 12}]
assert CosmosPricingService(RowClient(rows)).get_invp("UBMICROFIBERDUVETTWINWHITE") is None