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Merge branch 'main' into test_price_move
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# Conflicts:
#	hydradx/tests/test_omnipool_amm.py
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jepidoptera committed Jul 13, 2023
2 parents 196996d + acbd1dc commit 7fbba13
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5 changes: 4 additions & 1 deletion hydradx/model/amm/stableswap_amm.py
Original file line number Diff line number Diff line change
Expand Up @@ -108,14 +108,17 @@ def calculate_y(self, reserves: list, d: float, max_iterations=128):

return y

# price is denominated in the first asset
@property
def spot_price(self):
x, y = self.liquidity.values()
return self.price_at_balance([x, y], self.d)

# price is denominated in the first asset
def price_at_balance(self, balances: list, d: float):
x, y = balances
return (x / y) * (self.ann * x * y ** 2 + d ** 3) / (self.ann * x ** 2 * y + d ** 3)
c = self.amplification * self.n_coins ** (2 * self.n_coins)
return (x / y) * (c * x * y ** 2 + d ** 3) / (c * x ** 2 * y + d ** 3)

def modified_balances(self, delta: dict = None, omit: list = ()):
balances = copy.copy(self.liquidity)
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227 changes: 227 additions & 0 deletions hydradx/notebooks/Omnipool/vault/ImpermanentLossAnalysis.ipynb

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231 changes: 231 additions & 0 deletions hydradx/notebooks/Omnipool/vault/ImpermanentLossAnalysis2.ipynb

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30 changes: 30 additions & 0 deletions hydradx/tests/test_stableswap.py
Original file line number Diff line number Diff line change
Expand Up @@ -57,6 +57,36 @@ def test_swap_invariant(initial_pool: StableSwapPoolState):
raise AssertionError('Some assets were lost along the way.')


@given(st.integers(min_value=1000,max_value=1000000),
st.integers(min_value=1000,max_value=1000000),
st.integers(min_value=10,max_value=1000)
)
def test_spot_price(token_a: int, token_b: int, amp: int):
tokens = {"A": token_a, "B": token_b}
initial_pool = StableSwapPoolState(
tokens=tokens,
amplification=amp,
trade_fee=0.0,
unique_id='stableswap'
)

spot_price_initial = initial_pool.spot_price

trade_size=1
agent = Agent(holdings={"A": 100000, "B": 100000})
initial_pool.execute_swap(initial_pool, agent, tkn_sell="A", tkn_buy="B", sell_quantity=trade_size)
delta_a = initial_pool.liquidity["A"] - tokens["A"]
delta_b = tokens["B"] - initial_pool.liquidity["B"]
exec_price = delta_a / delta_b

spot_price_final = initial_pool.spot_price

if spot_price_initial > exec_price:
raise AssertionError('Initial spot price should be lower than execution price.')
if exec_price > spot_price_final:
raise AssertionError('Execution price should be lower than final spot price.')


@given(stableswap_config(trade_fee=0))
def test_round_trip_dy(initial_pool: StableSwapPoolState):
d = initial_pool.calculate_d()
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