From 583ffd52df51a0947919e1e2460fc95ef3e2ffbe Mon Sep 17 00:00:00 2001 From: Silviu VLASCEANU Date: Sun, 3 Nov 2013 18:06:13 +0100 Subject: [PATCH] level 2 market data, unit tests --- agent/DummyAgent.py | 27 +- agent/DummyAgent.pyc | Bin 1505 -> 2025 bytes agent/__init__.pyc | Bin 124 -> 124 bytes bus/Bus.py | 13 +- bus/Bus.pyc | Bin 1931 -> 2318 bytes bus/__init__.pyc | Bin 122 -> 122 bytes events/__init__.pyc | Bin 125 -> 125 bytes events/event.pyc | Bin 1650 -> 1650 bytes events/idle_queue.pyc | Bin 641 -> 641 bytes events/signals.pyc | Bin 579 -> 579 bytes events/weak_ref.pyc | Bin 1152 -> 1152 bytes injecter/Level1FastInjecter.pyc | Bin 1323 -> 1323 bytes injecter/Level2HDFInjecter.py | 71 + injecter/Level2HDFInjecter.pyc | Bin 0 -> 2692 bytes injecter/__init__.pyc | Bin 127 -> 127 bytes input_files/nestle_2013_10_21.h5 | Bin 0 -> 543813 bytes input_files/test_trades.h5 | Bin 0 -> 9735123 bytes matching_engine/Level1MatchingEngine.py | 19 - matching_engine/Level1MatchingEngine.pyc | Bin 1998 -> 1625 bytes matching_engine/MatchingEngine.pyc | Bin 1503 -> 1503 bytes matching_engine/__init__.pyc | Bin 134 -> 134 bytes objects/MarketManager.py | 5 + objects/MoneyManager.py | 5 + objects/Order.py | 2 +- objects/Order.pyc | Bin 2612 -> 2619 bytes objects/__init__.pyc | Bin 126 -> 126 bytes output_files/DummyAgent_export.csv | 8204 ++++++++++++++++++++++ rulebook/Rulebook.py | 70 +- rulebook/Rulebook.pyc | Bin 1285 -> 2140 bytes rulebook/__init__.pyc | Bin 127 -> 127 bytes scheduler/Scheduler.py | 16 +- scheduler/ServiceLocator.pyc | Bin 726 -> 726 bytes scheduler/__init__.pyc | Bin 128 -> 128 bytes tests/__init__.py | 0 tests/__init__.pyc | Bin 0 -> 124 bytes tests/test_rulebook.py | 179 + tests/test_rulebook.pyc | Bin 0 -> 8473 bytes tools/Logger.pyc | Bin 1653 -> 1653 bytes tools/Order.pyc | Bin 2592 -> 0 bytes tools/Publisher.py | 39 + tools/Publisher.pyc | Bin 0 -> 1412 bytes tools/__init__.pyc | Bin 124 -> 124 bytes 42 files changed, 8599 insertions(+), 51 deletions(-) create mode 100644 injecter/Level2HDFInjecter.py create mode 100644 injecter/Level2HDFInjecter.pyc create mode 100644 input_files/nestle_2013_10_21.h5 create mode 100644 input_files/test_trades.h5 create mode 100644 objects/MarketManager.py create mode 100644 objects/MoneyManager.py create mode 100644 output_files/DummyAgent_export.csv create mode 100644 tests/__init__.py create mode 100644 tests/__init__.pyc create mode 100644 tests/test_rulebook.py create mode 100644 tests/test_rulebook.pyc delete mode 100644 tools/Order.pyc create mode 100644 tools/Publisher.py create mode 100644 tools/Publisher.pyc diff --git a/agent/DummyAgent.py b/agent/DummyAgent.py index 718fa4b..dfa3fec 100644 --- a/agent/DummyAgent.py +++ b/agent/DummyAgent.py @@ -11,22 +11,35 @@ def __init__(self, service_locator): self.services = service_locator self.x = 0 - def process(self, symbol): - self.services.logger.info("Received Market Data Event on symbol %s" % symbol) + def process(self, symbol): data = self.services.bus.get_market_data() - self.services.logger.info("BID: %d, ASK: %d, PRICE: %d, SIZE: %d" % (data[symbol]["bid"], data[symbol]["ask"], data[symbol]["price"], data[symbol]["size"])) + self.services.logger.info("Market data received %s" % (data)) - if self.x == 0: + if self.x >= 0: + self.services.logger.info("Sending Order Now:") o = Order() o.side = 1 - o.price = 16 - o.size = 50 + o.price = data[symbol]["ask-1"]["price"] + o.size = 5000000 + o.leaves = o.size o.symbol = symbol o.id = "MyOrder" self.services.order_dispatcher.new_order(o) self.x += 1 + print "!!!!!!!!!!!!!!!!!!! ", data["a"]["event"] + if data["a"]["event"] == "trade": + self.services.publisher.publish("DummyAgent", {"bid": data[symbol]["bid-0"]["price"], + "ask": data[symbol]["ask-0"]["price"], + "bid_size": data[symbol]["bid-0"]["size"], + "ask_size": data[symbol]["ask-0"]["size"], + "price": data[symbol]["last"]["price"], + "quantity": data[symbol]["last"]["quantity"], + "time": data[symbol]["time"]}) def process_report(self, id): - print "execution!!!!!!!!!!!!" \ No newline at end of file + execs = self.services.bus.get_executions()[id] + self.services.logger.info("execution!!!!!!!!!!!!" + str(id) + " number: " + str(len(execs))) + for e in execs: + self.services.logger.info( e) \ No newline at end of file diff --git a/agent/DummyAgent.pyc b/agent/DummyAgent.pyc index e387252ebc2a6183a0136cd02fb8fd1632db3d09..08a978fa129f6c66cf18bd9d53f0cf0c1a06bd53 100644 GIT binary patch literal 2025 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8a071a92a4d52aed6b3a3f33d6e7dbf50e7ad320..55599f7ba75a8f2d04bbedaddd3ebc030d9983d3 100644 GIT binary patch delta 15 WcmX@ia+rmU`7;mDpm`%(6$=0(Zv>tI delta 15 WcmZqRY~W;L{>;mDVd6%%Di#1F6$HEh diff --git a/injecter/Level1FastInjecter.pyc b/injecter/Level1FastInjecter.pyc index 5c07ff9cabc251b5a4e8d458b40dc903219cc43b..a8bfe9d9f8673492021eb8ef5c528fe10b589a65 100644 GIT binary patch delta 15 WcmZ3@wVI2K`7= len(trades) or orderbooks.ix[i_ob]["ts_recv"] <= trades.ix[i_tr]["ts_market"]: + row = orderbooks.ix[i_ob] + i_ob += 1 + + if row["Pbid 1"] == 0 or row["Pask 1"] == 0: continue + + snapshot = {"time": row["ts_recv"], + "bid-0": {"price": row["Pbid 1"], "size": row["Qbid 1"]}, + "bid-1": {"price": row["Pbid 2"], "size": row["Qbid 2"]}, + "bid-2": {"price": row["Pbid 3"], "size": row["Qbid 3"]}, + "bid-3": {"price": row["Pbid 4"], "size": row["Qbid 4"]}, + "bid-4": {"price": row["Pbid 5"], "size": row["Qbid 5"]}, + + "ask-0": {"price": row["Pask 1"], "size": row["Qask 1"]}, + "ask-1": {"price": row["Pask 2"], "size": row["Qask 2"]}, + "ask-2": {"price": row["Pask 3"], "size": row["Qask 3"]}, + "ask-3": {"price": row["Pask 4"], "size": row["Qask 4"]}, + "ask-4": {"price": row["Pask 5"], "size": row["Qask 5"]}, + "depth": 5, + "event": "lob" + } + + self.services.logger.info("injecting orderbook row: %s" % snapshot) + self.services.bus.inject_snapshot(self.symbol, snapshot) + self.services.events['SnapshotInject'].emit(self.symbol) + + else: + row = trades.ix[i_tr] + i_tr += 1 + if row["qty"] == 0: continue; + + snapshot = {"time": row["ts_market"], + "last": {"price": row["price"], "quantity": row["qty"], "exchange": row["source"], "side": row["side"], "type": row["type"]}, + "stats": {"volume": row["volume"], "vwap": row["vwap"]}, + "event": "trade" + } + + self.services.logger.info("injecting trades row: %s" % snapshot) + self.services.bus.inject_snapshot(self.symbol, snapshot) + self.services.events['SnapshotInject'].emit(self.symbol) + + + + + + + \ No newline at 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zf|h0zEQ=Akr*MI;IZR_rlkcp6rcCQDF3W+wP24pO)aC8sD`o>4F>Ka8?` LFfuqPpN-oe+GcDe diff --git a/matching_engine/MatchingEngine.pyc b/matching_engine/MatchingEngine.pyc index 40cd31d0e0b6df07612d8929458df1753f461925..9eba62ad44f48f14bb715c3050f7de97edb7ece4 100644 GIT binary patch delta 16 Xcmcc5eV?11`7^E2eGLHq> delta 16 Xcmcc5eV?11`7;nOF@GXk0{|VX1YiIF delta 14 VcmZo;Y-40&{>;lYW9>w?1^^y21bzSj diff --git a/objects/MarketManager.py b/objects/MarketManager.py new file mode 100644 index 0000000..8127165 --- /dev/null +++ b/objects/MarketManager.py @@ -0,0 +1,5 @@ +''' +Created on Nov 1, 2013 + +@author: Silver +''' diff --git a/objects/MoneyManager.py b/objects/MoneyManager.py new file mode 100644 index 0000000..8127165 --- /dev/null +++ b/objects/MoneyManager.py @@ -0,0 +1,5 @@ +''' +Created on Nov 1, 2013 + +@author: Silver +''' diff --git a/objects/Order.py b/objects/Order.py index 6323c52..55d3d46 100644 --- a/objects/Order.py +++ b/objects/Order.py @@ -11,7 +11,7 @@ def __init__(self): self.size = 0 self.price = 0 self.symbol = "" - self.leaves = self.size + self.leaves = "unset" self.timeinforce = "" self.id = "" self.executed = 0 diff --git a/objects/Order.pyc b/objects/Order.pyc index 31ea95d6cf69bb379b0d1c492f4380cf6ef0235a..fcd4372d24711451e6d557404c9df0e13b180627 100644 GIT binary patch delta 346 zcmdlYvRj0m`7FnXF#4BG^C#Gl&4`3j!$)Vh0i$Odu9Fh~S!hk=1On7qc@P4~Q!; zIhNCA@_FW6@@U$?Mu7~~UKq>3VVq9_neIPdO delta 334 zcmdljvPFcQ`7TAb|>>nBZC;pV1oX8?JS&LDgpP7My!7md?FqD9Z$w`d67VSu_vGg+Wl~^kP?aMoQsoD#R|4W>0ujPMDeK9yTyg;5cr^(C diff --git a/objects/__init__.pyc b/objects/__init__.pyc index a471190be15e64e1644636d0717906d613079520..0ffba6bdf6301847e9f6135904d44850f56a7267 100644 GIT binary patch delta 12 Tcmb=cV`Kiz%hfS|B3lIj8$Sd_ delta 12 Tcmb=cV`Kiz%Qa)|M79b58^;7> diff --git a/output_files/DummyAgent_export.csv b/output_files/DummyAgent_export.csv new file mode 100644 index 0000000..51c7e5e --- /dev/null +++ b/output_files/DummyAgent_export.csv @@ -0,0 +1,8204 @@ 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+8200;65.45;7250;65.35;4000;65.05;15383;2013-08-06 15:50:27 +8201;66.0;39174;65.35;4000;65.05;15383;2013-08-06 16:50:20 +8202;66.0;39174;65.35;4000;65.05;7000;2013-08-06 17:02:37 diff --git a/rulebook/Rulebook.py b/rulebook/Rulebook.py index 00c34c6..969bf29 100644 --- a/rulebook/Rulebook.py +++ b/rulebook/Rulebook.py @@ -4,35 +4,67 @@ @author: Silver ''' -from tools.Order import ExecutionReport +from objects.Order import ExecutionReport class Rulebook(): def __init__(self, service_locator): self.services = service_locator - def match(self, symbol = "", id = ""): - # returns a list of executions - if id != "": - order = self.services.bus.get_orderbook()[id] - market = self.services.bus.get_market_data()[order.symbol] - if order.side == 1 and order.price >= market["ask"]: #buy order check over ask - # very simple matching logic + def match_all(self, symbol): + + # TODO major performance issue here!! + for id, order in self.services.bus.get_orderbook().iteritems(): + if order.symbol == symbol: + self.match_one(id) + + def match_one(self, id): + + order = self.services.bus.get_orderbook()[id] + if not isinstance(order.leaves, int): order.leaves = order.size + market = self.services.bus.get_market_data()[order.symbol] + executions = [] + if order.side == 1: + limit = 0 + while market.has_key("ask-%d" % limit) and order.price >= market["ask-%d" % limit]["price"]: #buy order check over ask + # build the execution report for this limit e = ExecutionReport() - e.price = order.price - e.size = order.size - e.leaves = 0 + e.price = market["ask-%d" % limit]["price"] + e.size = min(market["ask-%d" % limit]["size"], order.leaves) e.symbol = order.symbol e.id = order.id - return [e] + executions.append(e) + + # update the order + order.executed += e.size + order.leaves -= e.size + if order.leaves <= 0: + break - if order.side == -1 and order.price <= market["bid"]: # sell order check over bid - # very simple matching logic + limit += 1 + + if order.side == -1 and order.price <= market["bid-0"]["price"]: # sell order check over bid + limit = 0 + while market.has_key("bid-%d" % limit) and order.price <= market["bid-%d" % limit]["price"]: #buy order check over bid + # build the execution report for this limit e = ExecutionReport() - e.price = order.price - e.size = order.size - e.leaves = 0 + e.price = market["bid-%d" % limit]["price"] + e.size = min(market["bid-%d" % limit]["size"], order.leaves) e.symbol = order.symbol e.id = order.id - return [e] + executions.append(e) + + # update the order + order.executed += e.size + order.leaves -= e.size + if order.leaves <= 0: + break + + limit += 1 + + if order.leaves <= 0: + del order - return [] \ No newline at end of file + if executions: + # push execution in the bus + self.services.bus._last_execution[id] = executions + self.services.events['Execution'].emit(id) \ No newline at end of file diff --git a/rulebook/Rulebook.pyc b/rulebook/Rulebook.pyc index 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numpy.ma.testutils import assert_equal +import numpy as np + +def base_setup(): + services = ServiceLocator() + services.bus = Bus() + services.rulebook = Rulebook(services) + services.events = Events + return services + +def setup_orderbook(): + services = base_setup() + + orderbook = {'a': {'ask-1': {'price': 65.549999999999997, 'size': 7000}, + 'ask-0': {'price': 65.450000000000003, 'size': 7250}, + 'ask-3': {'price': 65.75, 'size': 9000}, + 'ask-2': {'price': 65.650000000000006, 'size': 7000}, + 'ask-4': {'price': 65.849999999999994, 'size': 8400}, + 'bid-4': {'price': 64.950000000000003, 'size': 7000}, + 'bid-3': {'price': 65.049999999999997, 'size': 7000}, + 'bid-2': {'price': 65.150000000000006, 'size': 7000}, + 'bid-1': {'price': 65.25, 'size': 4000}, + 'bid-0': {'price': 65.349999999999994, 'size': 4000}, + 'last': {'price': 65.049999999999997, 'exchange': 'VIRTX', 'type': ' ', 'side': '?', 'quantity': 15383}, + 'stats': {'volume': 7401298, 'vwap': 65.147724209996682}, + }} + + services.bus._public_data = orderbook + return services + + +def basic_teardown(): + pass + +def test_aggressive_buy_order_first_limit_1(): + services = setup_orderbook() + + #insert aggressive buy order + o = Order() + o.price = services.bus.get_market_data()['a']["ask-0"]["price"] + o.size = services.bus.get_market_data()['a']["ask-0"]["size"] / 2 + o.side = +1 + o.id = "order_test" + o.symbol = "a" + + services.bus.get_orderbook()[o.id] = o + + services.rulebook.match_one(o.id) + assert services.bus.get_executions().has_key(o.id), "Rulebook generated no executions for id = %s, expected executions" % (o.id) + assert len(services.bus.get_executions()[o.id]) == 1, "Number of executions need to be equal to one. Got: %d" % (len(services.bus.get_executions()[o.id])) + assert services.bus.get_executions()[o.id][0].size == o.size, "Size of the execution must be equal to the size of the order : %d. Got %d instead" % (o.size, services.bus.get_executions()[o.id][0].size) + assert services.bus.get_executions()[o.id][0].price == o.price, "Price of the execution must be equal to the size of the order : %f. Got %f instead" % (o.price, services.bus.get_executions()[o.id][0].price) + +def test_aggressive_buy_order_first_limit_2(): + services = setup_orderbook() + + #insert aggressive buy order + o = Order() + o.price = services.bus.get_market_data()['a']["ask-0"]["price"] + o.size = services.bus.get_market_data()['a']["ask-0"]["size"] * 2 + o.side = +1 + o.id = "order_test" + o.symbol = "a" + + services.bus.get_orderbook()[o.id] = o + + services.rulebook.match_one(o.id) + assert services.bus.get_executions().has_key(o.id), "Rulebook generated no executions for id = %s, expected executions" % (o.id) + assert len(services.bus.get_executions()[o.id]) == 1, "Number of executions need to be equal to one. Got: %d" % (len(services.bus.get_executions()[o.id])) + assert services.bus.get_executions()[o.id][0].size == services.bus.get_market_data()['a']["ask-0"]["size"], "Size of the execution must be equal to the size of the limit : %d. Got %d instead" % (services.bus.get_market_data()['a']["ask-0"]["size"], services.bus.get_executions()[o.id][0].size) + assert services.bus.get_executions()[o.id][0].price == o.price, "Price of the execution must be equal to the size of the order : %f. Got %f instead" % (o.price, services.bus.get_executions()[o.id][0].price) + +def test_aggressive_buy_order_second_limit_2(): + services = setup_orderbook() + + #insert aggressive buy order + o = Order() + o.price = services.bus.get_market_data()['a']["ask-1"]["price"] + o.size = services.bus.get_market_data()['a']["ask-1"]["size"] * 2 + services.bus.get_market_data()['a']["ask-0"]["size"] + o.side = +1 + o.id = "order_test" + o.symbol = "a" + + services.bus.get_orderbook()[o.id] = o + + services.rulebook.match_one(o.id) + + assert services.bus.get_executions().has_key(o.id), "Rulebook generated no executions for id = %s, expected executions" % (o.id) + assert_equal(len(services.bus.get_executions()[o.id]), 2, "Incorrect number of executions") + + assert_equal(services.bus.get_executions()[o.id][0].size, services.bus.get_market_data()['a']["ask-0"]["size"], "Size of the first execution incorrect") + assert_equal(services.bus.get_executions()[o.id][0].price, services.bus.get_market_data()['a']["ask-0"]["price"], "Price of first execution incorrect") + + assert_equal(services.bus.get_executions()[o.id][1].size, services.bus.get_market_data()['a']["ask-1"]["size"], "Size of the second execution incorrect") + assert_equal(services.bus.get_executions()[o.id][1].price, services.bus.get_market_data()['a']["ask-1"]["price"], "Price of the second execution incorrect") + +def test_aggressive_buy_order_second_limit_3(): + services = setup_orderbook() + + #insert aggressive buy order + o = Order() + o.price = services.bus.get_market_data()['a']["ask-1"]["price"] + o.size = services.bus.get_market_data()['a']["ask-1"]["size"] / 2 + services.bus.get_market_data()['a']["ask-0"]["size"] + o.side = +1 + o.id = "order_test" + o.symbol = "a" + + services.bus.get_orderbook()[o.id] = o + + services.rulebook.match_one(o.id) + + assert services.bus.get_executions().has_key(o.id), "Rulebook generated no executions for id = %s, expected executions" % (o.id) + assert_equal(len(services.bus.get_executions()[o.id]), 2, "Incorrect number of executions") + + assert_equal(services.bus.get_executions()[o.id][0].size, services.bus.get_market_data()['a']["ask-0"]["size"], "Size of the first execution incorrect") + assert_equal(services.bus.get_executions()[o.id][0].price, services.bus.get_market_data()['a']["ask-0"]["price"], "Price of first execution incorrect") + + assert_equal(services.bus.get_executions()[o.id][1].size, services.bus.get_market_data()['a']["ask-1"]["size"] / 2, "Size of the second execution incorrect") + assert_equal(services.bus.get_executions()[o.id][1].price, services.bus.get_market_data()['a']["ask-1"]["price"], "Price of the second execution incorrect") + +def test_aggressive_buy_order_second_limit_4(): + services = setup_orderbook() + + #insert aggressive buy order + o = Order() + o.price = services.bus.get_market_data()['a']["ask-1"]["price"] + o.size = services.bus.get_market_data()['a']["ask-0"]["size"] / 2 + o.side = +1 + o.id = "order_test" + o.symbol = "a" + + services.bus.get_orderbook()[o.id] = o + + services.rulebook.match_one(o.id) + + assert services.bus.get_executions().has_key(o.id), "Rulebook generated no executions for id = %s, expected executions" % (o.id) + assert_equal(len(services.bus.get_executions()[o.id]), 1, "Incorrect number of executions") + + assert_equal(services.bus.get_executions()[o.id][0].size, services.bus.get_market_data()['a']["ask-0"]["size"] / 2 , "Size of the first execution incorrect") + assert_equal(services.bus.get_executions()[o.id][0].price, services.bus.get_market_data()['a']["ask-0"]["price"], "Price of first execution incorrect") + + +def test_aggressive_buy_order_second_limit_1(): + services = setup_orderbook() + + #insert aggressive buy order + o = Order() + o.price = services.bus.get_market_data()['a']["ask-1"]["price"] + o.size = services.bus.get_market_data()['a']["ask-1"]["size"] + services.bus.get_market_data()['a']["ask-0"]["size"] + o.side = +1 + o.id = "order_test" + o.symbol = "a" + + services.bus.get_orderbook()[o.id] = o + + services.rulebook.match_one(o.id) + + assert services.bus.get_executions().has_key(o.id), "Rulebook generated no executions for id = %s, expected executions" % (o.id) + assert_equal(len(services.bus.get_executions()[o.id]), 2, "Incorrect number of executions") + + assert_equal(services.bus.get_executions()[o.id][0].size, services.bus.get_market_data()['a']["ask-0"]["size"], "Size of the first execution incorrect") + assert_equal(services.bus.get_executions()[o.id][0].price, services.bus.get_market_data()['a']["ask-0"]["price"], "Price of first execution incorrect") + + assert_equal(services.bus.get_executions()[o.id][1].size, services.bus.get_market_data()['a']["ask-1"]["size"], "Size of the second execution incorrect") + assert_equal(services.bus.get_executions()[o.id][1].price, services.bus.get_market_data()['a']["ask-1"]["price"], "Price of the second execution incorrect") + +if __name__ == "__main__": + 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