From f1c9fe8ad8ad97f75de325357092d907cc1cd496 Mon Sep 17 00:00:00 2001 From: Matt Black Date: Thu, 27 Oct 2022 17:09:02 -0400 Subject: [PATCH] added Git Patch files --- Git-Patch-Files/Git-Patch-File_Task1.patch | 157 + Git-Patch-Files/Git-Patch-File_Task2.patch | 4240 ++++++++++++++++++++ Git-Patch-Files/Git-Patch-File_Task3.patch | 554 +++ 3 files changed, 4951 insertions(+) create mode 100644 Git-Patch-Files/Git-Patch-File_Task1.patch create mode 100644 Git-Patch-Files/Git-Patch-File_Task2.patch create mode 100644 Git-Patch-Files/Git-Patch-File_Task3.patch diff --git a/Git-Patch-Files/Git-Patch-File_Task1.patch b/Git-Patch-Files/Git-Patch-File_Task1.patch new file mode 100644 index 0000000..0f06d69 --- /dev/null +++ b/Git-Patch-Files/Git-Patch-File_Task1.patch @@ -0,0 +1,157 @@ +From 2bd5cd92e5b2ca569729348c113132e1362f0c92 Mon Sep 17 00:00:00 2001 +From: Matt Black +Date: Thu, 4 Aug 2022 14:04:11 +0000 +Subject: [PATCH] Create Patch File + +--- + __pycache__/client3.cpython-38.pyc | Bin 0 -> 1086 bytes + client3.py | 44 ++++++++++++++++------------- + client_test.py | 42 ++++++++++++++++++++------- + 3 files changed, 56 insertions(+), 30 deletions(-) + create mode 100644 __pycache__/client3.cpython-38.pyc + +diff --git a/__pycache__/client3.cpython-38.pyc b/__pycache__/client3.cpython-38.pyc +new file mode 100644 +index 0000000000000000000000000000000000000000..2c7eddc9d150b8288bd57aeeccd02f6ca2641373 +GIT binary patch +literal 1086 +zcmYjQ&rcIU6rS0g-EN^pc=#>g^C +z_8pZVg2seXV=ZnOYjfLJ#+k6VBW&&pCYlbPcXgw$j@7R*xU;x|;x=KEL;)7uK +zNoHoMv +zFwNA${OtT}?W6w-$#!G0vP)0R;K`hJ)lUs+gUm1?IMr=hAk+BxZ@3S=JE +zMf^d~&o5$bAIiMDuS5=_`MXp*Oj}TsodoZ$y{&J|Y`k0DU0-`LQ{S7L* +zhM-FY#ivseWCscE(kZl6Yg6VkF*Q~#UNAib;WgMd8+}#6Jndl}+o6imDteiViZG8d +zDu>K&5VXQ534*f+TRAzxpU(VH`45qvh3V{(kK7n*u0d2i^UP_Or|p-oR%7I(IG*S7aG-83BB6q1B32mP;F_ihJJZe6h+062a-hgM7s812&^gL_A`Ui+M3)27q + +literal 0 +HcmV?d00001 + +diff --git a/client3.py b/client3.py +index f1771c3..752d4a9 100644 +--- a/client3.py ++++ b/client3.py +@@ -30,30 +30,34 @@ QUERY = "http://localhost:8080/query?id={}" + N = 500 + + def getDataPoint(quote): +- """ Produce all of the needed values to generate a datapoint """ +- """ ------------- Update this function ------------- """ +- stock = quote['stock'] +- bid_price = float(quote['top_bid']['price']) +- ask_price = float(quote['top_ask']['price']) +- price = bid_price +- return stock, bid_price, ask_price, price ++ """ Produce all of the needed values to generate a datapoint """ ++ """ ------------- Update this function ------------- """ ++ stock = quote['stock'] ++ bid_price = float(quote['top_bid']['price']) ++ ask_price = float(quote['top_ask']['price']) ++ price = (bid_price + ask_price) / 2 ++ return stock, bid_price, ask_price, price + + def getRatio(price_a, price_b): +- """ Get ratio of price_a and price_b """ +- """ ------------- Update this function ------------- """ +- """ Also create some unit tests for this function in client_test.py """ +- return 1 +- ++ # """ Get ratio of price_a and price_b """ ++ # """ ------------- Update this function ------------- """ ++ # """ Also create some unit tests for this function in client_test.py """ ++ if price_b == 0: # when price_b is 0 avoid throwing ZeroDivisionError ++ return ++ return (price_a / price_b) ++ ++ + # Main + if __name__ == "__main__": ++ # Query the price once every N seconds. ++ for _ in range(N): ++ quotes = json.loads(urllib.request.urlopen(QUERY.format(random.random())).read()) ++ prices = {} + +- # Query the price once every N seconds. +- for _ in iter(range(N)): +- quotes = json.loads(urllib.request.urlopen(QUERY.format(random.random())).read()) ++ for quote in quotes: ++ stock, bid_price, ask_price, price = getDataPoint(quote) ++ prices[stock] = price + +- """ ----------- Update to get the ratio --------------- """ +- for quote in quotes: +- stock, bid_price, ask_price, price = getDataPoint(quote) +- print ("Quoted %s at (bid:%s, ask:%s, price:%s)" % (stock, bid_price, ask_price, price)) ++ print("Quoted %s at (bid:%s, ask:%s, price:%s)" % (stock, bid_price, ask_price, price)) + +- print ("Ratio %s" % getRatio(price, price)) ++ print("Ratio %s" % (getRatio(prices['ABC'], prices['DEF']))) +diff --git a/client_test.py b/client_test.py +index af2bf26..eadd85e 100644 +--- a/client_test.py ++++ b/client_test.py +@@ -5,21 +5,43 @@ class ClientTest(unittest.TestCase): + def test_getDataPoint_calculatePrice(self): + quotes = [ + {'top_ask': {'price': 121.2, 'size': 36}, 'timestamp': '2019-02-11 22:06:30.572453', 'top_bid': {'price': 120.48, 'size': 109}, 'id': '0.109974697771', 'stock': 'ABC'}, +- {'top_ask': {'price': 121.68, 'size': 4}, 'timestamp': '2019-02-11 22:06:30.572453', 'top_bid': {'price': 117.87, 'size': 81}, 'id': '0.109974697771', 'stock': 'DEF'} +- ] +- """ ------------ Add the assertion below ------------ """ ++ {'top_ask': {'price': 121.68, 'size': 4}, 'timestamp': '2019-02-11 22:06:30.572453', 'top_bid': {'price': 117.87, 'size': 81}, 'id': '0.109974697771', 'stock': 'DEF'}] + ++ for quote in quotes: ++ self.assertEqual(getDataPoint(quote), (quote['stock'], quote['top_bid']['price'], quote['top_ask']['price'], (quote['top_bid']['price'] + quote['top_ask']['price'])/2)) ++ + def test_getDataPoint_calculatePriceBidGreaterThanAsk(self): + quotes = [ + {'top_ask': {'price': 119.2, 'size': 36}, 'timestamp': '2019-02-11 22:06:30.572453', 'top_bid': {'price': 120.48, 'size': 109}, 'id': '0.109974697771', 'stock': 'ABC'}, +- {'top_ask': {'price': 121.68, 'size': 4}, 'timestamp': '2019-02-11 22:06:30.572453', 'top_bid': {'price': 117.87, 'size': 81}, 'id': '0.109974697771', 'stock': 'DEF'} +- ] +- """ ------------ Add the assertion below ------------ """ ++ {'top_ask': {'price': 121.68, 'size': 4}, 'timestamp': '2019-02-11 22:06:30.572453', 'top_bid': {'price': 117.87, 'size': 81}, 'id': '0.109974697771', 'stock': 'DEF'}] ++ ++ for quote in quotes: ++ self.assertEqual(getDataPoint(quote), (quote['stock'], quote['top_bid']['price'], quote['top_ask']['price'], (quote['top_bid']['price'] + quote['top_ask']['price'])/2)) + ++ # def test_getRatio_priceBZero(self): ++ # price_a = 119.2 ++ # price_b = 0 ++ # self.assertIsNone(getRatio(price_a, price_b)) ++ ++ # def test_getRatio_priceAZero(self): ++ # price_a = 0 ++ # price_b = 121.68 ++ # self.assertEqual(getRatio(price_a, price_b), 0) ++ ++ # def test_getRatio_greaterThan1(self): ++ # price_a = 346.48 ++ # price_b = 166.39 ++ # self.assertGreater(getRatio(price_a, price_b), 1) + +- """ ------------ Add more unit tests ------------ """ ++ # def test_getRatio_LessThan1(self): ++ # price_a = 166.39 ++ # price_b = 356.48 ++ # self.assertLess(getRatio(price_a, price_b), 1) + ++ # def test_getRatio_exactlyOne(self): ++ # price_a = 356.48 ++ # price_b = 356.48 ++ # self.assertEqual(getRatio(price_a, price_b), 1) + +- +-if __name__ == '__main__': +- unittest.main() ++if __name__ == "__main__": ++ unittest.main() +\ No newline at end of file +-- +2.17.1 + diff --git a/Git-Patch-Files/Git-Patch-File_Task2.patch b/Git-Patch-Files/Git-Patch-File_Task2.patch new file mode 100644 index 0000000..4b443f8 --- /dev/null +++ b/Git-Patch-Files/Git-Patch-File_Task2.patch @@ -0,0 +1,4240 @@ +From 313a8cbf263d4d59f907334274b122b4a1f0fd7f Mon Sep 17 00:00:00 2001 +From: Matt Black +Date: Thu, 4 Aug 2022 15:26:25 -0400 +Subject: [PATCH] Create Patch File + +--- + .gitignore | 0 + README.md | 0 + package-lock.json | 175 +- + public/index.html | 0 + src/App - Copy.tsx.bak | 84 + + src/App.css | 0 + src/App.test.js | 0 + src/App.tsx | 31 +- + src/Graph.tsx | 18 +- + src/index.css | 0 + src/index.tsx | 0 + test.csv | 3664 ++++++++++++++++++++-------------------- + 12 files changed, 2109 insertions(+), 1863 deletions(-) + mode change 100755 => 100644 .gitignore + mode change 100755 => 100644 README.md + mode change 100755 => 100644 public/index.html + create mode 100644 src/App - Copy.tsx.bak + mode change 100755 => 100644 src/App.css + mode change 100755 => 100644 src/App.test.js + mode change 100755 => 100644 src/App.tsx + mode change 100755 => 100644 src/index.css + mode change 100755 => 100644 src/index.tsx + +diff --git a/.gitignore b/.gitignore +old mode 100755 +new mode 100644 +diff --git a/README.md b/README.md +old mode 100755 +new mode 100644 +diff --git a/package-lock.json b/package-lock.json +index 3c8c001..1a3cb27 100644 +--- a/package-lock.json ++++ b/package-lock.json +@@ -1507,9 +1507,9 @@ + "integrity": "sha512-2NVovndCjJQj6fUUn9jCgpP4WSqr+u1SoUZMZyJkhGeBFsm6dE46l31S7lPUYt9uQ28XI+ibrJA1f5XyH5HNtA==" + }, + "@types/prop-types": { +- "version": "15.5.8", +- "resolved": "https://registry.npmjs.org/@types/prop-types/-/prop-types-15.5.8.tgz", +- "integrity": "sha512-3AQoUxQcQtLHsK25wtTWIoIpgYjH3vSDroZOUr7PpCHw/jLY1RB9z9E8dBT/OSmwStVgkRNvdh+ZHNiomRieaw==" ++ "version": "15.7.5", ++ "resolved": "https://registry.npmjs.org/@types/prop-types/-/prop-types-15.7.5.tgz", ++ "integrity": "sha512-JCB8C6SnDoQf0cNycqd/35A7MjcnK+ZTqE7judS6o7utxUCg6imJg3QK2qzHKszlTjcj2cn+NwMB2i96ubpj7w==" + }, + "@types/q": { + "version": "1.5.1", +@@ -1517,12 +1517,13 @@ + "integrity": "sha512-eqz8c/0kwNi/OEHQfvIuJVLTst3in0e7uTKeuY+WL/zfKn0xVujOTp42bS/vUUokhK5P2BppLd9JXMOMHcgbjA==" + }, + "@types/react": { +- "version": "16.7.22", +- "resolved": "https://registry.npmjs.org/@types/react/-/react-16.7.22.tgz", +- "integrity": "sha512-j/3tVoY09kHcTfbia4l67ofQn9xvktUvlC/4QN0KuBHAXlbU/wuGKMb8WfEb/vIcWxsOxHv559uYprkFDFfP8Q==", ++ "version": "16.14.29", ++ "resolved": "https://registry.npmjs.org/@types/react/-/react-16.14.29.tgz", ++ "integrity": "sha512-I5IwEaefGZbpmmK1J7zHwZe3JkGxcRkc5WJUDWmNySVVovueViRTEUWV7spTvpe96l3nbKD/K6+GxoN69CYb/w==", + "requires": { + "@types/prop-types": "*", +- "csstype": "^2.2.0" ++ "@types/scheduler": "*", ++ "csstype": "^3.0.2" + } + }, + "@types/react-dom": { +@@ -1533,6 +1534,11 @@ + "@types/react": "*" + } + }, ++ "@types/scheduler": { ++ "version": "0.16.2", ++ "resolved": "https://registry.npmjs.org/@types/scheduler/-/scheduler-0.16.2.tgz", ++ "integrity": "sha512-hppQEBDmlwhFAXKJX2KnWLYu5yMfi91yazPb2l+lbJiwW+wdo1gNeRA+3RgNSO39WYX2euey41KEwnqesU2Jew==" ++ }, + "@types/tapable": { + "version": "1.0.2", + "resolved": "https://registry.npmjs.org/@types/tapable/-/tapable-1.0.2.tgz", +@@ -1801,6 +1807,14 @@ + "resolved": "https://registry.npmjs.org/address/-/address-1.0.3.tgz", + "integrity": "sha512-z55ocwKBRLryBs394Sm3ushTtBeg6VAeuku7utSoSnsJKvKcnXFIyC6vh27n3rXyxSgkJBBCAvyOn7gSUcTYjg==" + }, ++ "agent-base": { ++ "version": "4.3.0", ++ "resolved": "https://registry.npmjs.org/agent-base/-/agent-base-4.3.0.tgz", ++ "integrity": "sha512-salcGninV0nPrwpGNn4VTXBb1SOuXQBiqbrNXoeizJsHrsL6ERFM2Ne3JUSBWRE6aeNJI2ROP/WEEIDUiDe3cg==", ++ "requires": { ++ "es6-promisify": "^5.0.0" ++ } ++ }, + "ajv": { + "version": "6.7.0", + "resolved": "https://registry.npmjs.org/ajv/-/ajv-6.7.0.tgz", +@@ -3679,6 +3693,11 @@ + "resolved": "https://registry.npmjs.org/buffer-alloc-unsafe/-/buffer-alloc-unsafe-1.1.0.tgz", + "integrity": "sha512-TEM2iMIEQdJ2yjPJoSIsldnleVaAk1oW3DBVUykyOLsEsFmEc9kn+SFFPz+gl54KQNxlDnAwCXosOS9Okx2xAg==" + }, ++ "buffer-crc32": { ++ "version": "0.2.13", ++ "resolved": "https://registry.npmjs.org/buffer-crc32/-/buffer-crc32-0.2.13.tgz", ++ "integrity": "sha512-VO9Ht/+p3SN7SKWqcrgEzjGbRSJYTx+Q1pTQC0wrWqHx0vpJraQ6GtHx8tvcg1rlK1byhU5gccxgOgj7B0TDkQ==" ++ }, + "buffer-fill": { + "version": "1.0.0", + "resolved": "https://registry.npmjs.org/buffer-fill/-/buffer-fill-1.0.0.tgz", +@@ -4937,9 +4956,9 @@ + } + }, + "csstype": { +- "version": "2.6.2", +- "resolved": "https://registry.npmjs.org/csstype/-/csstype-2.6.2.tgz", +- "integrity": "sha512-Rl7PvTae0pflc1YtxtKbiSqq20Ts6vpIYOD5WBafl4y123DyHUeLrRdQP66sQW8/6gmX8jrYJLXwNeMqYVJcow==" ++ "version": "3.1.0", ++ "resolved": "https://registry.npmjs.org/csstype/-/csstype-3.1.0.tgz", ++ "integrity": 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"https://registry.npmjs.org/pend/-/pend-1.2.0.tgz", ++ "integrity": "sha512-F3asv42UuXchdzt+xXqfW1OGlVBe+mxa2mqI0pg5yAHZPvFmY3Y6drSf/GQ1A86WgWEN9Kzh/WrgKa6iGcHXLg==" ++ }, + "performance-now": { + "version": "2.1.0", + "resolved": "https://registry.npmjs.org/performance-now/-/performance-now-2.1.0.tgz", +@@ -15518,6 +15621,11 @@ + "ipaddr.js": "1.8.0" + } + }, ++ "proxy-from-env": { ++ "version": "1.1.0", ++ "resolved": "https://registry.npmjs.org/proxy-from-env/-/proxy-from-env-1.1.0.tgz", ++ "integrity": "sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg==" ++ }, + "prr": { + "version": "1.0.1", + "resolved": "https://registry.npmjs.org/prr/-/prr-1.0.1.tgz", +@@ -15581,6 +15689,21 @@ + "resolved": "https://registry.npmjs.org/punycode/-/punycode-2.1.1.tgz", + "integrity": "sha512-XRsRjdf+j5ml+y/6GKHPZbrF/8p2Yga0JPtdqTIY2Xe5ohJPD9saDJJLPvp9+NSBprVvevdXZybnj2cv8OEd0A==" + }, ++ "puppeteer": { ++ "version": "1.20.0", ++ "resolved": "https://registry.npmjs.org/puppeteer/-/puppeteer-1.20.0.tgz", ++ "integrity": "sha512-bt48RDBy2eIwZPrkgbcwHtb51mj2nKvHOPMaSH2IsWiv7lOG9k9zhaRzpDZafrk05ajMc3cu+lSQYYOfH2DkVQ==", ++ "requires": { ++ "debug": "^4.1.0", ++ "extract-zip": "^1.6.6", ++ "https-proxy-agent": "^2.2.1", ++ "mime": "^2.0.3", ++ "progress": "^2.0.1", ++ "proxy-from-env": "^1.0.0", ++ "rimraf": "^2.6.1", ++ "ws": "^6.1.0" ++ } ++ }, + "q": { + "version": "1.5.1", + "resolved": "https://registry.npmjs.org/q/-/q-1.5.1.tgz", +@@ -15700,14 +15823,13 @@ + } + }, + "react": { +- "version": "16.7.0", +- "resolved": "https://registry.npmjs.org/react/-/react-16.7.0.tgz", +- "integrity": "sha512-StCz3QY8lxTb5cl2HJxjwLFOXPIFQp+p+hxQfc8WE0QiLfCtIlKj8/+5tjjKm8uSTlAW+fCPaavGFS06V9Ar3A==", ++ "version": "16.14.0", ++ "resolved": "https://registry.npmjs.org/react/-/react-16.14.0.tgz", ++ "integrity": "sha512-0X2CImDkJGApiAlcf0ODKIneSwBPhqJawOa5wCtKbu7ZECrmS26NvtSILynQ66cgkT/RJ4LidJOc3bUESwmU8g==", + "requires": { + "loose-envify": "^1.1.0", + "object-assign": "^4.1.1", +- "prop-types": "^15.6.2", +- "scheduler": "^0.12.0" ++ "prop-types": "^15.6.2" + } + }, + "react-app-polyfill": { +@@ -15813,14 +15935,14 @@ + } + }, + "react-dom": { +- "version": "16.7.0", +- "resolved": "https://registry.npmjs.org/react-dom/-/react-dom-16.7.0.tgz", +- "integrity": "sha512-D0Ufv1ExCAmF38P2Uh1lwpminZFRXEINJe53zRAbm4KPwSyd6DY/uDoS0Blj9jvPpn1+wivKpZYc8aAAN/nAkg==", ++ "version": "16.14.0", ++ "resolved": "https://registry.npmjs.org/react-dom/-/react-dom-16.14.0.tgz", ++ "integrity": "sha512-1gCeQXDLoIqMgqD3IO2Ah9bnf0w9kzhwN5q4FGnHZ67hBm9yePzB5JJAIQCc8x3pFnNlwFq4RidZggNAAkzWWw==", + "requires": { + "loose-envify": "^1.1.0", + "object-assign": "^4.1.1", + "prop-types": "^15.6.2", +- "scheduler": "^0.12.0" ++ "scheduler": "^0.19.1" + } + }, + "react-error-overlay": { +@@ -17025,9 +17147,9 @@ + } + }, + "scheduler": { +- "version": "0.12.0", +- "resolved": "https://registry.npmjs.org/scheduler/-/scheduler-0.12.0.tgz", +- "integrity": "sha512-t7MBR28Akcp4Jm+QoR63XgAi9YgCUmgvDHqf5otgAj4QvdoBE4ImCX0ffehefePPG+aitiYHp0g/mW6s4Tp+dw==", ++ "version": "0.19.1", ++ "resolved": "https://registry.npmjs.org/scheduler/-/scheduler-0.19.1.tgz", ++ "integrity": "sha512-n/zwRWRYSUj0/3g/otKDRPMh6qv2SYMWNq85IEa8iZyAv8od9zDYpGSnpBEjNgcMNq6Scbu5KfIPxNF72R/2EA==", + "requires": { + "loose-envify": "^1.1.0", + "object-assign": "^4.1.1" +@@ -19606,6 +19728,15 @@ + "camelcase": "^5.0.0", + "decamelize": "^1.2.0" + } ++ }, ++ "yauzl": { ++ "version": "2.10.0", ++ "resolved": "https://registry.npmjs.org/yauzl/-/yauzl-2.10.0.tgz", ++ "integrity": "sha512-p4a9I6X6nu6IhoGmBqAcbJy1mlC4j27vEPZX9F4L4/vZT3Lyq1VkFHw/V/PUcB9Buo+DG3iHkT0x3Qya58zc3g==", ++ "requires": { ++ "buffer-crc32": "~0.2.3", ++ "fd-slicer": "~1.1.0" ++ } + } + } + } +diff --git a/public/index.html b/public/index.html +old mode 100755 +new mode 100644 +diff --git a/src/App - Copy.tsx.bak b/src/App - Copy.tsx.bak +new file mode 100644 +index 0000000..63c9a62 +--- /dev/null ++++ b/src/App - Copy.tsx.bak +@@ -0,0 +1,84 @@ ++import React, { Component } from 'react'; ++import DataStreamer, { ServerRespond } from './DataStreamer'; ++import Graph from './Graph'; ++import './App.css'; ++ ++/** ++ * State declaration for ++ */ ++interface IState { ++ data: ServerRespond[], ++ showGraph: boolean, ++} ++ ++/** ++ * The parent element of the react app. ++ * It renders title, button and Graph react element. ++ */ ++class App extends Component<{}, IState> { ++ constructor(props: {}) { ++ super(props); ++ ++ this.state = { ++ data: [], ++ showGraph: false, ++ }; ++ } ++ ++ /** ++ * Render Graph react component with state.data parse as property data ++ */ ++ renderGraph() { ++ if (this.state.showGraph) { ++ return () ++ } ++ } ++ ++ /** ++ * Get new data from server and update the state with the new data ++ */ ++ getDataFromServer() { ++ let x = 0; ++ const interval = setInterval(() => { ++ DataStreamer.getData((serverResponds: ServerRespond[]) => { ++ this.setState { ++ data: serverResponds, ++ showGraph: true, ++ }); ++ }); ++ x++; ++ if (x > 1000) { ++ clearInterval(interval); ++ } ++ }, 100); ++ } ++ ++ /** ++ * Render the App react component ++ */ ++ render() { ++ return ( ++
++
++ Bank & Merge Co Task 2 ++
++
++ ++
++ {this.renderGraph()} ++
++
++
++ ) ++ } ++} ++ ++export default App; +diff --git a/src/App.css b/src/App.css +old mode 100755 +new mode 100644 +diff --git a/src/App.test.js b/src/App.test.js +old mode 100755 +new mode 100644 +diff --git a/src/App.tsx b/src/App.tsx +old mode 100755 +new mode 100644 +index 0728518..478895a +--- a/src/App.tsx ++++ b/src/App.tsx +@@ -6,14 +6,17 @@ import './App.css'; + /** + * State declaration for + */ ++ //added the `showGraph` property of "boolean" to the IState interface + interface IState { + data: ServerRespond[], ++ showGraph: boolean, + } + + /** + * The parent element of the react app. + * It renders title, button and Graph react element. + */ ++ // updated the initial state of the App to not show the graph until the button is clicked. Did this by setting the `showGraph` property of the App’s state to `false`. + class App extends Component<{}, IState> { + constructor(props: {}) { + super(props); +@@ -22,25 +25,39 @@ class App extends Component<{}, IState> { + // data saves the server responds. + // We use this state to parse data down to the child element (Graph) as element property + data: [], ++ showGraph: false, + }; + } + + /** + * Render Graph react component with state.data parse as property data + */ ++ // edited the `renderGraph` method of the App To ensure that the graph doesn’t render until a user clicks the ‘Start Streaming’ button + renderGraph() { +- return () ++ if(this.state.showGraph) { ++ return () ++ } + } + + /** + * Get new data from server and update the state with the new data + */ + getDataFromServer() { +- DataStreamer.getData((serverResponds: ServerRespond[]) => { +- // Update the state by creating a new array of data that consists of +- // Previous data in the state and the new data from server +- this.setState({ data: [...this.state.data, ...serverResponds] }); +- }); ++ let x = 0; ++ const interval = setInterval(() => { ++ DataStreamer.getData((serverResponds: ServerRespond[]) => { ++ //modifed the `getDataFromServer` method to contact the server and get data from it continuously instead of just when the button is clicked. ++ this.setState ({ ++ data: serverResponds , ++ showGraph: true , ++ }); ++ }); ++ x++; ++ if (x > 1000) ++ { ++ clearInterval(interval); ++ } ++ }, 100); + } + + /** +@@ -71,4 +88,4 @@ class App extends Component<{}, IState> { + } + } + +-export default App; ++export default App; +\ No newline at end of file +diff --git a/src/Graph.tsx b/src/Graph.tsx +index ec1430e..3425d73 100644 +--- a/src/Graph.tsx ++++ b/src/Graph.tsx +@@ -14,7 +14,8 @@ interface IProps { + * Perspective library adds load to HTMLElement prototype. + * This interface acts as a wrapper for Typescript compiler. + */ +-interface PerspectiveViewerElement { ++ // updated the below interface to enable the `PerspectiveViewerElement` to behave like an HTMLElement. ++interface PerspectiveViewerElement extends HTMLElement { + load: (table: Table) => void, + } + +@@ -32,7 +33,10 @@ class Graph extends Component { + + componentDidMount() { + // Get element to attach the table from the DOM. +- const elem: PerspectiveViewerElement = document.getElementsByTagName('perspective-viewer')[0] as unknown as PerspectiveViewerElement; ++ //const elem: PerspectiveViewerElement = document.getElementsByTagName('perspective-viewer')[0] as unknown as PerspectiveViewerElement; ++ // simplified the definition of the `const elem` below by assigning it straight to the result of the `document.getElementsByTagName`. ++ const elem = document.getElementsByTagName('perspective-viewer')[0] as unknown as PerspectiveViewerElement; ++ + + const schema = { + stock: 'string', +@@ -48,7 +52,17 @@ class Graph extends Component { + // Load the `table` in the `` DOM reference. + + // Add more Perspective configurations here. ++ // added the following attributes to the perspective-viewer element: `view`, `column-pivots`, `row-pivots`, `columns` and `aggregates` + elem.load(this.table); ++ elem.setAttribute('view', 'y_line'); ++ elem.setAttribute('column-pivots', '["stock"]'); ++ elem.setAttribute('row-pivots', '["timestamp"]'); ++ elem.setAttribute('columns','["top_ask_price"]'); ++ elem.setAttribute('aggregates', ` ++ {"stock": "distinct count", ++ "top_ask_price":"avg", ++ "top_bid_price": "avg", ++ "timestamp":"distinct count"}`); + } + } + +diff --git a/src/index.css b/src/index.css +old mode 100755 +new mode 100644 +diff --git a/src/index.tsx b/src/index.tsx +old mode 100755 +new mode 100644 +diff --git a/test.csv b/test.csv +index d2b2a10..e163e4c 100644 +--- a/test.csv ++++ b/test.csv +@@ -1,1832 +1,1832 @@ +-2019-02-01 00:30:00.966511,ABC,buy,118.24,21 +-2019-02-01 16:29:33.406644,DEF,buy,120.09,71 +-2019-02-02 18:37:52.442361,ABC,buy,120.09,131 +-2019-02-03 11:49:54.753944,ABC,buy,118.13,145 +-2019-02-04 12:34:43.199076,ABC,sell,120.24,2 +-2019-02-05 04:03:01.708103,DEF,buy,110.79,52 +-2019-02-05 18:25:31.835007,ABC,buy,112.7,101 +-2019-02-06 08:07:20.411698,ABC,buy,115.46,245 +-2019-02-07 12:04:33.363229,DEF,buy,115.14,12 +-2019-02-08 05:45:58.422127,DEF,sell,117.87,74 +-2019-02-09 02:10:38.317086,ABC,buy,112.79,80 +-2019-02-10 10:07:43.237974,ABC,sell,116.63,183 +-2019-02-11 18:12:31.763344,ABC,buy,110.5,35 +-2019-02-13 00:41:03.061658,DEF,sell,117.51,84 +-2019-02-13 19:37:03.654348,DEF,buy,113.65,40 +-2019-02-14 08:26:51.287677,DEF,buy,112.39,54 +-2019-02-14 22:54:17.994967,DEF,sell,116.98,41 +-2019-02-15 19:51:35.120133,DEF,sell,116.9,16 +-2019-02-17 02:30:47.122289,ABC,buy,112.27,91 +-2019-02-17 19:35:22.154753,DEF,sell,116.05,105 +-2019-02-18 12:30:42.187256,DEF,buy,111.17,273 +-2019-02-19 17:08:20.400814,ABC,buy,108.62,92 +-2019-02-20 21:26:54.664490,ABC,sell,113.04,253 +-2019-02-21 12:31:57.442982,DEF,sell,114.47,68 +-2019-02-22 01:35:01.655558,DEF,buy,112.29,97 +-2019-02-23 06:36:37.717586,ABC,buy,111.24,93 +-2019-02-24 13:43:36.615682,ABC,sell,116.17,22 +-2019-02-25 04:54:36.476134,ABC,buy,109.03,108 +-2019-02-25 20:06:18.131320,ABC,buy,110.35,175 +-2019-02-27 03:31:20.961622,ABC,sell,111.65,74 +-2019-02-27 23:09:41.106498,ABC,buy,107.04,130 +-2019-02-28 21:40:40.238896,DEF,sell,111.68,156 +-2019-03-02 01:55:48.640233,ABC,sell,115.57,60 +-2019-03-03 00:10:38.079285,DEF,sell,113.62,14 +-2019-03-03 18:30:47.050607,ABC,buy,106.16,40 +-2019-03-04 09:05:05.419473,ABC,buy,107.53,68 +-2019-03-05 17:49:40.846183,ABC,sell,112.39,11 +-2019-03-06 06:40:35.041441,ABC,buy,106.94,60 +-2019-03-07 13:59:29.291951,ABC,buy,105.77,59 +-2019-03-08 23:35:56.746472,ABC,buy,109.2,56 +-2019-03-10 03:38:27.596382,ABC,sell,110.27,64 +-2019-03-11 10:23:52.781283,ABC,buy,105.63,27 +-2019-03-12 14:15:55.227949,DEF,sell,109.27,10 +-2019-03-13 07:01:35.342559,ABC,buy,106.37,37 +-2019-03-14 01:16:06.136558,DEF,sell,112.76,7 +-2019-03-14 21:42:08.012696,ABC,buy,108.74,12 +-2019-03-16 02:08:37.533436,ABC,buy,104.38,56 +-2019-03-16 23:04:36.166315,DEF,sell,109.83,25 +-2019-03-17 18:31:27.760441,ABC,buy,107.55,202 +-2019-03-18 12:38:13.606208,ABC,sell,113.12,0 +-2019-03-19 22:22:54.040153,DEF,sell,115.16,68 +-2019-03-20 23:02:25.850131,ABC,buy,111.62,145 +-2019-03-21 20:36:35.476887,DEF,sell,114.6,141 +-2019-03-22 09:43:03.471379,ABC,sell,116.77,70 +-2019-03-23 09:34:49.336990,DEF,buy,109.75,16 +-2019-03-23 22:04:26.812142,DEF,buy,109.85,14 +-2019-03-25 00:39:53.320423,ABC,sell,113.53,19 +-2019-03-26 06:01:58.895705,ABC,buy,110.41,118 +-2019-03-27 09:06:46.537723,ABC,sell,114.19,97 +-2019-03-28 13:44:48.249941,DEF,sell,116.33,14 +-2019-03-29 14:08:02.247788,ABC,buy,112.66,55 +-2019-03-30 04:50:16.044901,DEF,sell,115.76,111 +-2019-03-31 11:58:15.666679,DEF,sell,115.78,35 +-2019-04-01 11:55:24.073957,DEF,buy,110.1,19 +-2019-04-02 04:53:05.228984,ABC,sell,115.28,62 +-2019-04-02 20:23:26.130366,DEF,buy,111.14,24 +-2019-04-03 15:50:09.987424,ABC,buy,111.57,75 +-2019-04-04 12:52:41.254838,DEF,buy,109.53,136 +-2019-04-05 16:38:39.023546,ABC,buy,111.52,63 +-2019-04-06 12:41:48.755998,DEF,buy,110.7,9 +-2019-04-07 04:20:47.537559,ABC,buy,112.96,133 +-2019-04-08 11:05:03.621711,DEF,buy,112.11,227 +-2019-04-09 13:01:42.296983,DEF,sell,115.47,61 +-2019-04-10 21:05:44.760840,DEF,buy,113.29,121 +-2019-04-12 04:17:26.274648,ABC,buy,114.48,73 +-2019-04-13 08:44:06.013282,DEF,sell,117.04,23 +-2019-04-14 05:28:33.151392,ABC,buy,114.05,20 +-2019-04-15 09:42:14.426547,DEF,sell,119.2,7 +-2019-04-16 02:27:16.101261,ABC,sell,120.8,16 +-2019-04-16 19:15:07.422371,ABC,buy,116.4,231 +-2019-04-17 11:13:25.432400,DEF,sell,120.44,7 +-2019-04-18 00:07:04.768087,DEF,buy,114.18,5 +-2019-04-18 21:21:52.963034,DEF,buy,113.57,33 +-2019-04-19 17:55:29.018736,ABC,buy,112.19,147 +-2019-04-21 01:55:03.472619,DEF,buy,114.73,85 +-2019-04-22 04:35:30.585456,DEF,buy,114.65,40 +-2019-04-23 02:28:45.618826,DEF,buy,116.0,137 +-2019-04-23 22:37:20.868606,ABC,sell,123.37,47 +-2019-04-25 08:37:18.347364,DEF,buy,110.96,172 +-2019-04-26 09:57:36.379367,DEF,sell,118.25,48 +-2019-04-27 03:58:31.643303,ABC,sell,119.31,163 +-2019-04-28 15:42:01.718765,ABC,buy,114.54,2 +-2019-04-29 13:53:43.470320,ABC,sell,118.7,142 +-2019-04-30 17:16:37.357174,DEF,sell,119.9,79 +-2019-05-01 18:09:26.412464,DEF,sell,117.83,27 +-2019-05-02 12:55:21.152408,ABC,sell,117.47,129 +-2019-05-03 03:27:00.683917,DEF,buy,109.91,166 +-2019-05-04 09:54:42.317726,DEF,buy,112.99,76 +-2019-05-04 22:13:42.320289,ABC,sell,119.29,39 +-2019-05-06 08:39:32.855590,DEF,sell,120.09,140 +-2019-05-07 04:58:20.385951,DEF,buy,116.18,170 +-2019-05-07 22:01:00.410529,ABC,sell,116.95,57 +-2019-05-08 17:41:21.773503,DEF,buy,113.76,32 +-2019-05-09 06:42:58.665282,ABC,buy,114.83,85 +-2019-05-10 17:25:40.463745,ABC,buy,118.18,173 +-2019-05-11 11:27:20.728437,ABC,sell,122.4,145 +-2019-05-11 23:28:50.041898,ABC,buy,119.1,88 +-2019-05-13 04:54:35.255504,ABC,buy,119.61,83 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07:39:15.293243,DEF,sell,100.68,282 +-2023-10-09 19:08:52.593894,DEF,sell,101.97,131 +-2023-10-10 10:38:57.677433,DEF,buy,99.54,107 +-2023-10-11 22:03:38.186412,DEF,buy,99.4,72 +-2023-10-12 17:18:23.717228,DEF,buy,99.29,33 +-2023-10-13 15:58:57.919362,DEF,sell,100.96,49 +-2023-10-14 08:23:21.525806,DEF,buy,99.6,110 +-2023-10-15 12:27:20.463605,DEF,buy,98.56,89 +-2023-10-16 06:05:15.983764,DEF,sell,100.17,35 +-2023-10-17 10:58:18.501174,ABC,buy,98.08,76 +-2023-10-18 15:50:00.641144,DEF,buy,97.57,81 +-2023-10-19 20:25:04.460115,ABC,buy,98.9,8 +-2023-10-20 19:05:20.305894,DEF,buy,97.14,148 +-2023-10-21 11:46:33.970828,DEF,sell,99.52,5 +-2023-10-22 14:41:57.629958,DEF,sell,101.07,109 +-2023-10-24 00:10:41.944881,ABC,sell,101.1,172 +-2023-10-25 05:38:34.434146,DEF,sell,102.14,73 +-2023-10-26 09:33:29.117857,DEF,sell,102.28,139 +-2023-10-27 00:24:38.529376,ABC,sell,103.01,98 +-2023-10-27 16:09:40.976242,ABC,buy,100.84,57 +-2023-10-28 19:09:31.446546,ABC,sell,99.98,72 +-2023-10-29 17:47:21.993418,ABC,buy,99.38,46 +-2023-10-30 19:11:19.680684,DEF,sell,102.91,239 +-2023-10-31 21:37:58.437022,DEF,sell,104.66,67 +-2023-11-01 23:15:39.961086,ABC,sell,101.8,13 +-2023-11-02 19:24:31.982920,ABC,buy,99.41,120 +-2023-11-03 15:09:44.629175,DEF,buy,98.01,33 +-2023-11-04 08:17:01.187110,ABC,sell,100.21,84 +-2023-11-05 07:30:58.153090,DEF,sell,99.4,50 +-2023-11-06 16:28:21.308385,ABC,buy,97.4,21 +-2023-11-07 09:21:28.659327,ABC,sell,102.2,169 +-2023-11-08 17:42:13.436968,ABC,sell,102.12,60 +-2023-11-10 01:06:07.434395,DEF,buy,100.07,183 +-2023-11-11 06:14:14.080885,DEF,buy,100.77,9 +-2023-11-12 02:29:04.472709,DEF,buy,100.95,175 +-2023-11-13 13:40:13.793581,ABC,sell,103.23,1 +-2023-11-14 06:43:42.242490,DEF,buy,100.72,101 +-2023-11-15 02:26:27.808282,ABC,buy,100.81,75 +-2023-11-16 09:34:57.032824,ABC,buy,102.14,82 +-2023-11-17 10:29:55.210262,ABC,buy,101.82,177 +-2023-11-18 09:41:16.637285,DEF,sell,104.92,125 +-2023-11-19 11:58:41.268220,ABC,buy,101.07,55 +-2023-11-20 06:37:37.075348,ABC,sell,104.18,51 +-2023-11-21 01:38:32.300365,DEF,sell,103.54,115 +-2023-11-22 10:47:06.087450,ABC,sell,105.03,47 +-2023-11-23 21:56:18.970255,ABC,buy,102.52,174 +-2023-11-24 21:18:39.396090,ABC,buy,101.78,103 +-2023-11-26 08:55:45.360056,ABC,sell,102.91,5 +-2023-11-27 16:56:01.404311,DEF,sell,104.01,305 +-2023-11-29 03:54:54.513440,DEF,sell,104.18,51 +-2023-11-30 13:34:04.985927,ABC,sell,102.2,52 +-2023-12-01 14:31:44.343937,DEF,buy,102.47,23 +-2023-12-02 03:35:47.837837,DEF,sell,103.22,90 +-2023-12-03 05:09:47.937281,ABC,buy,102.33,76 +-2023-12-03 20:28:20.062770,ABC,sell,104.15,46 +-2023-12-05 06:28:25.244244,DEF,sell,105.39,135 +-2023-12-06 05:14:01.659691,DEF,buy,103.01,119 +-2023-12-06 21:52:04.838762,ABC,buy,103.44,137 +-2023-12-08 03:27:57.784722,ABC,buy,102.95,154 +-2023-12-08 19:17:48.627925,ABC,buy,104.49,200 +-2023-12-09 19:05:01.747075,ABC,sell,104.28,211 +-2023-12-10 15:43:09.146037,ABC,sell,105.8,51 +-2023-12-11 08:21:54.589367,ABC,sell,106.22,97 +-2023-12-11 20:51:00.954873,ABC,sell,106.0,105 +-2023-12-13 00:55:44.307877,ABC,buy,103.7,88 +-2023-12-14 02:59:06.890918,ABC,buy,103.39,96 +-2023-12-15 12:28:40.332153,ABC,buy,104.5,136 +-2023-12-16 06:45:17.021466,ABC,buy,100.73,185 +-2023-12-17 06:21:56.223708,ABC,buy,103.5,52 +-2023-12-18 06:58:57.897972,ABC,sell,106.91,118 +-2023-12-19 17:31:10.266563,DEF,sell,106.65,140 +-2023-12-20 09:08:05.645708,ABC,sell,105.02,53 +-2023-12-21 03:39:32.051180,DEF,buy,103.4,18 +-2023-12-22 09:22:48.824301,DEF,buy,102.16,38 +-2023-12-23 16:50:49.309111,DEF,buy,103.76,154 +-2023-12-24 21:55:10.608415,ABC,buy,104.23,118 +-2023-12-25 14:59:20.492220,ABC,buy,105.45,65 +-2023-12-27 00:08:17.482758,DEF,buy,105.95,145 +-2023-12-27 22:52:15.641019,DEF,buy,106.7,236 +-2023-12-28 23:09:02.389510,ABC,sell,109.09,91 +-2023-12-29 22:41:05.926186,DEF,sell,110.85,52 +-2023-12-30 10:52:12.403612,DEF,sell,110.5,107 +-2023-12-31 04:22:58.702656,ABC,sell,108.73,117 +-2024-01-01 15:46:45.687152,DEF,sell,110.54,96 +-2024-01-02 23:36:27.278885,DEF,buy,110.37,120 +-2024-01-04 01:13:42.055786,DEF,buy,111.0,66 +-2024-01-04 16:37:11.014440,ABC,sell,112.85,104 +-2024-01-05 22:46:35.900027,DEF,buy,108.76,9 +-2024-01-06 21:32:05.087230,DEF,sell,111.98,157 +-2024-01-08 03:06:42.170619,DEF,sell,109.84,182 +-2024-01-09 01:20:15.959344,ABC,sell,110.11,13 +-2024-01-09 19:29:09.387744,ABC,buy,108.84,28 +-2024-01-10 22:22:55.813324,DEF,buy,108.77,88 +-2024-01-12 07:27:02.566412,DEF,sell,110.18,126 +-2024-01-12 22:33:45.152941,ABC,sell,109.02,131 +-2024-01-14 07:41:20.711656,ABC,sell,108.07,124 +-2024-01-14 21:10:14.174666,DEF,sell,108.36,118 +-2024-01-15 23:43:02.551931,ABC,buy,104.09,0 +-2024-01-17 04:10:31.537302,DEF,sell,107.62,186 +-2024-01-18 03:33:30.497442,ABC,sell,109.65,80 +-2024-01-19 02:53:57.473813,ABC,sell,109.24,108 +-2024-01-20 07:52:10.337703,DEF,sell,110.04,58 +-2024-01-21 08:11:01.812291,DEF,sell,108.96,32 +-2024-01-21 22:36:09.210959,ABC,sell,107.6,98 +-2024-01-23 06:31:31.187251,ABC,sell,109.14,211 +-2024-01-24 00:45:28.383711,DEF,sell,109.82,131 +-2024-01-24 21:54:53.664044,DEF,sell,108.91,126 +-2024-01-26 04:39:39.178731,DEF,buy,107.2,30 +-2024-01-26 18:28:15.684474,DEF,sell,111.63,69 +-2024-01-27 10:20:04.985486,ABC,sell,108.69,140 +-2024-01-28 08:23:43.522705,ABC,buy,107.0,19 +-2024-01-29 10:47:50.065081,ABC,sell,109.48,58 +-2024-01-30 22:38:50.999795,ABC,sell,108.89,0 ++2019-02-01 00:30:00.966511,ABC,buy,118.24,21 ++2019-02-01 16:29:33.406644,DEF,buy,120.09,71 ++2019-02-02 18:37:52.442361,ABC,buy,120.09,131 ++2019-02-03 11:49:54.753944,ABC,buy,118.13,145 ++2019-02-04 12:34:43.199076,ABC,sell,120.24,2 ++2019-02-05 04:03:01.708103,DEF,buy,110.79,52 ++2019-02-05 18:25:31.835007,ABC,buy,112.7,101 ++2019-02-06 08:07:20.411698,ABC,buy,115.46,245 ++2019-02-07 12:04:33.363229,DEF,buy,115.14,12 ++2019-02-08 05:45:58.422127,DEF,sell,117.87,74 ++2019-02-09 02:10:38.317086,ABC,buy,112.79,80 ++2019-02-10 10:07:43.237974,ABC,sell,116.63,183 ++2019-02-11 18:12:31.763344,ABC,buy,110.5,35 ++2019-02-13 00:41:03.061658,DEF,sell,117.51,84 ++2019-02-13 19:37:03.654348,DEF,buy,113.65,40 ++2019-02-14 08:26:51.287677,DEF,buy,112.39,54 ++2019-02-14 22:54:17.994967,DEF,sell,116.98,41 ++2019-02-15 19:51:35.120133,DEF,sell,116.9,16 ++2019-02-17 02:30:47.122289,ABC,buy,112.27,91 ++2019-02-17 19:35:22.154753,DEF,sell,116.05,105 ++2019-02-18 12:30:42.187256,DEF,buy,111.17,273 ++2019-02-19 17:08:20.400814,ABC,buy,108.62,92 ++2019-02-20 21:26:54.664490,ABC,sell,113.04,253 ++2019-02-21 12:31:57.442982,DEF,sell,114.47,68 ++2019-02-22 01:35:01.655558,DEF,buy,112.29,97 ++2019-02-23 06:36:37.717586,ABC,buy,111.24,93 ++2019-02-24 13:43:36.615682,ABC,sell,116.17,22 ++2019-02-25 04:54:36.476134,ABC,buy,109.03,108 ++2019-02-25 20:06:18.131320,ABC,buy,110.35,175 ++2019-02-27 03:31:20.961622,ABC,sell,111.65,74 ++2019-02-27 23:09:41.106498,ABC,buy,107.04,130 ++2019-02-28 21:40:40.238896,DEF,sell,111.68,156 ++2019-03-02 01:55:48.640233,ABC,sell,115.57,60 ++2019-03-03 00:10:38.079285,DEF,sell,113.62,14 ++2019-03-03 18:30:47.050607,ABC,buy,106.16,40 ++2019-03-04 09:05:05.419473,ABC,buy,107.53,68 ++2019-03-05 17:49:40.846183,ABC,sell,112.39,11 ++2019-03-06 06:40:35.041441,ABC,buy,106.94,60 ++2019-03-07 13:59:29.291951,ABC,buy,105.77,59 ++2019-03-08 23:35:56.746472,ABC,buy,109.2,56 ++2019-03-10 03:38:27.596382,ABC,sell,110.27,64 ++2019-03-11 10:23:52.781283,ABC,buy,105.63,27 ++2019-03-12 14:15:55.227949,DEF,sell,109.27,10 ++2019-03-13 07:01:35.342559,ABC,buy,106.37,37 ++2019-03-14 01:16:06.136558,DEF,sell,112.76,7 ++2019-03-14 21:42:08.012696,ABC,buy,108.74,12 ++2019-03-16 02:08:37.533436,ABC,buy,104.38,56 ++2019-03-16 23:04:36.166315,DEF,sell,109.83,25 ++2019-03-17 18:31:27.760441,ABC,buy,107.55,202 ++2019-03-18 12:38:13.606208,ABC,sell,113.12,0 ++2019-03-19 22:22:54.040153,DEF,sell,115.16,68 ++2019-03-20 23:02:25.850131,ABC,buy,111.62,145 ++2019-03-21 20:36:35.476887,DEF,sell,114.6,141 ++2019-03-22 09:43:03.471379,ABC,sell,116.77,70 ++2019-03-23 09:34:49.336990,DEF,buy,109.75,16 ++2019-03-23 22:04:26.812142,DEF,buy,109.85,14 ++2019-03-25 00:39:53.320423,ABC,sell,113.53,19 ++2019-03-26 06:01:58.895705,ABC,buy,110.41,118 ++2019-03-27 09:06:46.537723,ABC,sell,114.19,97 ++2019-03-28 13:44:48.249941,DEF,sell,116.33,14 ++2019-03-29 14:08:02.247788,ABC,buy,112.66,55 ++2019-03-30 04:50:16.044901,DEF,sell,115.76,111 ++2019-03-31 11:58:15.666679,DEF,sell,115.78,35 ++2019-04-01 11:55:24.073957,DEF,buy,110.1,19 ++2019-04-02 04:53:05.228984,ABC,sell,115.28,62 ++2019-04-02 20:23:26.130366,DEF,buy,111.14,24 ++2019-04-03 15:50:09.987424,ABC,buy,111.57,75 ++2019-04-04 12:52:41.254838,DEF,buy,109.53,136 ++2019-04-05 16:38:39.023546,ABC,buy,111.52,63 ++2019-04-06 12:41:48.755998,DEF,buy,110.7,9 ++2019-04-07 04:20:47.537559,ABC,buy,112.96,133 ++2019-04-08 11:05:03.621711,DEF,buy,112.11,227 ++2019-04-09 13:01:42.296983,DEF,sell,115.47,61 ++2019-04-10 21:05:44.760840,DEF,buy,113.29,121 ++2019-04-12 04:17:26.274648,ABC,buy,114.48,73 ++2019-04-13 08:44:06.013282,DEF,sell,117.04,23 ++2019-04-14 05:28:33.151392,ABC,buy,114.05,20 ++2019-04-15 09:42:14.426547,DEF,sell,119.2,7 ++2019-04-16 02:27:16.101261,ABC,sell,120.8,16 ++2019-04-16 19:15:07.422371,ABC,buy,116.4,231 ++2019-04-17 11:13:25.432400,DEF,sell,120.44,7 ++2019-04-18 00:07:04.768087,DEF,buy,114.18,5 ++2019-04-18 21:21:52.963034,DEF,buy,113.57,33 ++2019-04-19 17:55:29.018736,ABC,buy,112.19,147 ++2019-04-21 01:55:03.472619,DEF,buy,114.73,85 ++2019-04-22 04:35:30.585456,DEF,buy,114.65,40 ++2019-04-23 02:28:45.618826,DEF,buy,116.0,137 ++2019-04-23 22:37:20.868606,ABC,sell,123.37,47 ++2019-04-25 08:37:18.347364,DEF,buy,110.96,172 ++2019-04-26 09:57:36.379367,DEF,sell,118.25,48 ++2019-04-27 03:58:31.643303,ABC,sell,119.31,163 ++2019-04-28 15:42:01.718765,ABC,buy,114.54,2 ++2019-04-29 13:53:43.470320,ABC,sell,118.7,142 ++2019-04-30 17:16:37.357174,DEF,sell,119.9,79 ++2019-05-01 18:09:26.412464,DEF,sell,117.83,27 ++2019-05-02 12:55:21.152408,ABC,sell,117.47,129 ++2019-05-03 03:27:00.683917,DEF,buy,109.91,166 ++2019-05-04 09:54:42.317726,DEF,buy,112.99,76 ++2019-05-04 22:13:42.320289,ABC,sell,119.29,39 ++2019-05-06 08:39:32.855590,DEF,sell,120.09,140 ++2019-05-07 04:58:20.385951,DEF,buy,116.18,170 ++2019-05-07 22:01:00.410529,ABC,sell,116.95,57 ++2019-05-08 17:41:21.773503,DEF,buy,113.76,32 ++2019-05-09 06:42:58.665282,ABC,buy,114.83,85 ++2019-05-10 17:25:40.463745,ABC,buy,118.18,173 ++2019-05-11 11:27:20.728437,ABC,sell,122.4,145 ++2019-05-11 23:28:50.041898,ABC,buy,119.1,88 ++2019-05-13 04:54:35.255504,ABC,buy,119.61,83 ++2019-05-14 02:47:45.243607,DEF,buy,117.7,153 ++2019-05-14 23:36:31.044770,ABC,buy,120.17,23 ++2019-05-15 21:31:00.475836,ABC,buy,117.38,137 ++2019-05-16 10:57:03.222613,ABC,buy,118.2,51 ++2019-05-17 22:38:44.203711,ABC,buy,122.45,32 ++2019-05-18 20:14:43.073412,DEF,sell,128.29,9 ++2019-05-19 22:05:06.307934,DEF,buy,124.55,45 ++2019-05-20 11:07:09.737387,ABC,buy,122.44,212 ++2019-05-21 15:30:13.809274,DEF,sell,129.54,24 ++2019-05-22 06:30:16.274013,DEF,buy,123.52,38 ++2019-05-23 01:03:01.019365,DEF,buy,126.81,210 ++2019-05-24 03:20:49.396787,ABC,sell,131.8,15 ++2019-05-25 14:44:36.205029,DEF,buy,123.78,76 ++2019-05-26 03:51:11.892198,ABC,buy,125.45,58 ++2019-05-26 15:59:10.752224,DEF,buy,124.07,139 ++2019-05-27 18:17:22.506216,DEF,buy,125.02,30 ++2019-05-29 03:56:36.961704,DEF,buy,128.38,87 ++2019-05-29 23:39:55.619075,ABC,sell,133.01,94 ++2019-05-31 04:44:25.669327,ABC,buy,125.11,157 ++2019-06-01 09:31:01.535043,DEF,sell,127.94,145 ++2019-06-01 23:20:02.748345,DEF,buy,128.2,32 ++2019-06-03 06:03:02.129228,ABC,sell,132.12,133 ++2019-06-04 06:48:54.131871,DEF,buy,121.52,20 ++2019-06-05 18:16:13.667974,DEF,buy,127.09,175 ++2019-06-06 15:55:40.360587,ABC,sell,128.23,285 ++2019-06-07 04:46:10.130650,DEF,buy,127.89,55 ++2019-06-07 22:23:38.414203,ABC,buy,127.06,118 ++2019-06-09 07:38:03.278759,DEF,buy,127.45,183 ++2019-06-10 17:55:51.136003,ABC,sell,129.84,168 ++2019-06-11 15:36:36.077084,DEF,buy,128.03,123 ++2019-06-12 05:12:22.008019,DEF,sell,134.02,64 ++2019-06-12 17:23:28.290442,ABC,sell,136.91,101 ++2019-06-14 04:26:29.074847,ABC,sell,135.97,62 ++2019-06-15 14:22:10.678774,DEF,buy,133.08,127 ++2019-06-16 08:47:49.614759,ABC,sell,135.83,23 ++2019-06-17 06:08:15.942386,DEF,buy,132.59,141 ++2019-06-18 17:41:56.239316,DEF,buy,132.74,23 ++2019-06-19 13:56:40.309747,DEF,sell,138.34,55 ++2019-06-20 17:06:17.933853,ABC,buy,134.39,15 ++2019-06-22 01:35:13.509672,DEF,buy,137.94,29 ++2019-06-23 06:46:16.944986,DEF,buy,135.63,80 ++2019-06-24 04:25:32.950446,ABC,buy,137.31,38 ++2019-06-25 07:19:55.681960,DEF,buy,138.57,113 ++2019-06-26 03:16:48.667914,DEF,sell,141.57,53 ++2019-06-27 12:13:43.187161,ABC,sell,141.35,241 ++2019-06-28 22:29:06.771417,ABC,sell,145.12,7 ++2019-06-29 13:37:36.835703,ABC,sell,145.26,89 ++2019-06-30 14:07:19.603768,ABC,sell,146.4,153 ++2019-07-01 09:01:54.181301,ABC,buy,140.87,126 ++2019-07-02 01:35:36.426830,ABC,buy,138.12,38 ++2019-07-03 00:12:03.547053,ABC,sell,145.67,102 ++2019-07-03 18:43:52.573942,DEF,buy,140.16,5 ++2019-07-04 17:19:04.291722,DEF,sell,142.38,48 ++2019-07-05 07:52:01.660000,DEF,buy,137.85,195 ++2019-07-06 11:34:27.159495,ABC,sell,147.93,35 ++2019-07-07 02:45:38.691866,DEF,sell,145.32,59 ++2019-07-08 12:17:08.159629,ABC,sell,146.13,99 ++2019-07-09 04:59:29.551436,ABC,buy,141.94,17 ++2019-07-10 16:56:23.927825,ABC,buy,140.4,64 ++2019-07-11 13:05:39.316353,DEF,buy,141.97,6 ++2019-07-12 09:38:52.645459,DEF,sell,145.71,7 ++2019-07-13 09:02:36.194082,DEF,buy,140.39,1 ++2019-07-14 02:19:04.248606,ABC,sell,144.07,6 ++2019-07-15 00:22:36.272503,ABC,sell,146.98,17 ++2019-07-16 00:23:28.846209,DEF,sell,148.53,62 ++2019-07-16 14:40:44.616201,DEF,sell,146.53,9 ++2019-07-17 21:29:47.581678,ABC,sell,144.61,54 ++2019-07-19 03:59:26.479899,DEF,sell,152.75,17 ++2019-07-20 01:37:46.304516,ABC,sell,152.42,298 ++2019-07-21 04:03:38.750854,DEF,sell,155.48,260 ++2019-07-22 03:54:18.111829,ABC,buy,146.11,3 ++2019-07-23 07:02:47.671106,DEF,sell,150.36,83 ++2019-07-24 04:47:37.355947,DEF,buy,143.41,76 ++2019-07-25 16:13:09.593154,DEF,buy,144.64,50 ++2019-07-27 03:29:20.181943,ABC,buy,145.66,70 ++2019-07-28 10:42:55.073195,DEF,buy,146.63,40 ++2019-07-29 18:59:56.438486,DEF,buy,145.19,79 ++2019-07-30 07:30:49.755254,DEF,sell,152.46,58 ++2019-07-31 03:50:18.416632,ABC,buy,145.76,115 ++2019-07-31 22:31:28.042738,ABC,buy,142.53,108 ++2019-08-01 15:07:28.285327,ABC,buy,140.28,53 ++2019-08-02 05:50:43.865510,DEF,sell,145.33,39 ++2019-08-03 03:04:13.115818,ABC,buy,144.27,64 ++2019-08-04 06:59:41.946799,DEF,buy,143.39,134 ++2019-08-04 19:10:11.773469,DEF,buy,139.85,45 ++2019-08-06 03:03:58.960013,DEF,sell,146.89,82 ++2019-08-07 10:05:15.184090,DEF,sell,145.22,168 ++2019-08-08 14:38:26.590661,DEF,sell,149.04,33 ++2019-08-09 05:58:10.065983,ABC,sell,151.55,6 ++2019-08-10 16:34:14.522054,ABC,sell,151.23,103 ++2019-08-12 02:07:20.473439,ABC,sell,148.36,178 ++2019-08-12 16:34:53.398896,ABC,buy,144.26,26 ++2019-08-14 03:12:21.014012,DEF,buy,143.52,32 ++2019-08-15 09:05:12.063866,DEF,sell,150.59,41 ++2019-08-16 15:25:15.691706,DEF,sell,149.19,12 ++2019-08-17 11:33:16.927968,ABC,buy,144.13,115 ++2019-08-18 06:44:08.171191,DEF,sell,151.66,153 ++2019-08-19 00:26:56.076273,ABC,sell,149.82,179 ++2019-08-19 15:24:50.369502,DEF,buy,145.01,96 ++2019-08-20 06:26:24.045528,DEF,sell,150.54,156 ++2019-08-21 11:33:43.513404,ABC,buy,142.39,36 ++2019-08-22 13:36:42.052751,DEF,sell,149.44,56 ++2019-08-23 14:26:47.274807,ABC,buy,145.05,2 ++2019-08-24 08:09:27.140593,ABC,buy,143.92,15 ++2019-08-25 01:03:58.839078,ABC,buy,146.41,265 ++2019-08-26 06:55:42.875330,ABC,buy,146.94,157 ++2019-08-27 04:18:34.735112,ABC,sell,152.11,79 ++2019-08-28 12:50:43.211209,ABC,sell,151.52,134 ++2019-08-29 03:08:16.625251,DEF,sell,151.66,178 ++2019-08-29 22:49:26.848892,DEF,buy,145.01,1 ++2019-08-30 20:00:35.567127,DEF,sell,150.11,42 ++2019-08-31 17:36:16.521351,ABC,sell,149.79,200 ++2019-09-01 15:28:46.215146,ABC,buy,147.44,90 ++2019-09-02 07:50:13.771205,ABC,buy,148.65,82 ++2019-09-03 04:15:57.504749,ABC,sell,152.36,62 ++2019-09-04 01:13:11.034031,DEF,sell,151.48,38 ++2019-09-05 08:28:40.843427,ABC,sell,152.11,53 ++2019-09-06 00:09:21.303824,DEF,buy,146.12,10 ++2019-09-06 23:34:14.396449,DEF,sell,152.49,158 ++2019-09-08 11:06:15.389266,DEF,sell,153.2,93 ++2019-09-09 19:35:26.920010,ABC,buy,146.42,150 ++2019-09-10 10:26:04.827613,DEF,sell,149.95,35 ++2019-09-11 05:49:42.182254,DEF,sell,152.72,53 ++2019-09-11 21:29:59.187137,ABC,sell,148.18,61 ++2019-09-12 18:45:19.841229,DEF,buy,147.69,242 ++2019-09-14 01:18:03.859110,DEF,buy,147.03,226 ++2019-09-14 14:12:32.511221,DEF,buy,147.62,27 ++2019-09-15 06:11:50.599202,DEF,buy,147.35,70 ++2019-09-16 09:01:46.566870,ABC,sell,150.48,194 ++2019-09-17 00:06:34.268150,DEF,buy,146.84,53 ++2019-09-17 12:57:50.400888,ABC,buy,146.17,15 ++2019-09-19 00:29:35.629326,ABC,sell,152.62,184 ++2019-09-20 02:27:57.557369,ABC,sell,152.56,147 ++2019-09-20 18:33:03.042245,DEF,sell,149.43,60 ++2019-09-21 21:44:57.247947,ABC,sell,151.97,40 ++2019-09-22 14:00:23.051818,DEF,sell,152.79,77 ++2019-09-23 13:59:26.771946,DEF,sell,153.4,8 ++2019-09-24 16:51:55.188192,ABC,sell,150.58,45 ++2019-09-25 12:33:54.085644,DEF,buy,148.2,239 ++2019-09-26 03:23:45.395720,ABC,sell,152.46,21 ++2019-09-27 15:02:34.250253,ABC,sell,152.58,108 ++2019-09-28 07:50:39.400793,DEF,buy,149.07,38 ++2019-09-28 20:18:12.114080,ABC,buy,147.28,97 ++2019-09-30 08:14:21.735486,DEF,sell,150.98,130 ++2019-10-01 10:04:58.584849,ABC,buy,146.8,60 ++2019-10-02 17:33:28.946601,ABC,buy,146.9,17 ++2019-10-03 08:22:49.109896,DEF,buy,147.41,43 ++2019-10-04 02:19:03.981575,ABC,sell,151.19,38 ++2019-10-04 22:28:01.053118,DEF,sell,150.37,27 ++2019-10-05 18:04:33.591615,ABC,sell,151.2,153 ++2019-10-06 19:26:23.168662,DEF,buy,144.63,52 ++2019-10-07 18:06:53.558940,ABC,sell,149.99,58 ++2019-10-09 01:36:46.495874,DEF,sell,150.28,52 ++2019-10-09 21:43:48.406167,DEF,buy,144.38,225 ++2019-10-10 12:24:27.843886,DEF,sell,152.63,73 ++2019-10-11 06:13:53.952253,ABC,buy,147.53,149 ++2019-10-12 04:27:03.315268,DEF,buy,147.13,76 ++2019-10-12 23:03:31.330192,DEF,sell,153.01,175 ++2019-10-13 18:17:22.521683,ABC,sell,154.66,5 ++2019-10-14 18:29:25.392694,ABC,buy,146.32,47 ++2019-10-15 12:44:40.913731,ABC,sell,151.91,221 ++2019-10-16 20:17:38.013756,DEF,sell,151.87,31 ++2019-10-18 08:09:57.258085,DEF,buy,145.58,36 ++2019-10-19 14:32:12.693153,ABC,sell,152.27,64 ++2019-10-20 23:16:06.838369,ABC,sell,152.83,23 ++2019-10-22 09:28:36.578717,ABC,sell,153.01,109 ++2019-10-23 17:55:58.959351,DEF,sell,151.27,26 ++2019-10-24 18:57:31.329529,DEF,sell,155.01,92 ++2019-10-26 01:29:00.741244,DEF,sell,151.98,160 ++2019-10-27 01:35:34.555412,ABC,sell,151.83,6 ++2019-10-28 00:01:44.010975,DEF,buy,148.92,9 ++2019-10-28 16:53:02.066552,DEF,sell,151.51,67 ++2019-10-29 17:42:42.028127,ABC,buy,146.83,92 ++2019-10-30 17:48:59.222056,ABC,buy,146.65,3 ++2019-10-31 08:35:32.868524,ABC,buy,146.0,67 ++2019-11-01 14:30:42.443700,DEF,buy,146.69,45 ++2019-11-02 23:29:13.822874,ABC,buy,147.45,25 ++2019-11-04 05:36:02.993955,DEF,sell,149.18,171 ++2019-11-05 05:09:40.253337,DEF,buy,146.4,74 ++2019-11-06 14:48:18.819584,DEF,buy,147.18,65 ++2019-11-07 17:47:12.983357,DEF,buy,145.57,105 ++2019-11-08 14:04:39.065372,DEF,sell,149.5,62 ++2019-11-09 15:29:32.189657,DEF,sell,149.09,27 ++2019-11-10 05:41:56.219594,DEF,buy,148.69,101 ++2019-11-11 09:49:11.996183,DEF,sell,150.92,97 ++2019-11-12 01:05:10.275872,ABC,sell,151.02,7 ++2019-11-13 10:50:38.029670,ABC,sell,149.2,16 ++2019-11-14 09:45:41.737007,ABC,sell,150.35,44 ++2019-11-15 00:06:08.241208,DEF,sell,149.84,198 ++2019-11-15 20:43:09.222486,DEF,sell,150.67,127 ++2019-11-17 06:31:55.039853,ABC,buy,148.02,21 ++2019-11-18 06:55:54.768701,ABC,buy,147.34,84 ++2019-11-19 09:22:32.240298,ABC,sell,150.76,112 ++2019-11-20 01:02:22.919502,ABC,sell,149.92,189 ++2019-11-20 15:41:26.888820,DEF,buy,145.66,143 ++2019-11-21 19:36:10.749684,ABC,sell,151.8,86 ++2019-11-22 08:11:26.109300,ABC,sell,151.89,0 ++2019-11-23 19:49:34.205741,DEF,buy,147.74,141 ++2019-11-24 21:17:18.866234,ABC,sell,148.5,66 ++2019-11-26 09:10:21.660282,DEF,buy,143.38,4 ++2019-11-27 16:39:37.034404,DEF,buy,144.72,169 ++2019-11-28 17:02:21.368631,ABC,sell,145.92,90 ++2019-11-29 17:09:49.667946,ABC,buy,141.5,61 ++2019-11-30 09:18:01.408249,ABC,buy,141.18,135 ++2019-11-30 23:42:47.021902,ABC,buy,142.9,40 ++2019-12-01 19:52:04.607887,ABC,buy,141.6,50 ++2019-12-02 14:30:05.809809,DEF,buy,139.37,88 ++2019-12-03 21:45:31.828134,DEF,sell,143.72,158 ++2019-12-04 21:02:44.850173,DEF,buy,142.44,58 ++2019-12-06 01:08:30.406967,ABC,sell,139.93,47 ++2019-12-07 07:39:33.733221,ABC,sell,140.02,7 ++2019-12-08 09:03:56.908377,DEF,sell,140.98,147 ++2019-12-09 02:49:38.382594,ABC,buy,140.6,45 ++2019-12-09 21:22:18.043324,DEF,sell,141.53,23 ++2019-12-10 16:11:16.761970,ABC,sell,142.65,42 ++2019-12-11 23:47:12.577798,DEF,sell,141.57,33 ++2019-12-12 17:50:52.701763,DEF,buy,137.37,188 ++2019-12-13 14:56:19.751690,DEF,buy,136.38,72 ++2019-12-14 22:30:36.236938,DEF,sell,141.56,15 ++2019-12-16 09:04:31.226950,ABC,sell,139.66,233 ++2019-12-16 21:23:20.385642,DEF,buy,135.69,60 ++2019-12-18 08:28:34.654300,ABC,buy,138.65,8 ++2019-12-19 10:09:39.714313,DEF,sell,142.37,133 ++2019-12-20 01:23:49.253222,ABC,buy,137.55,134 ++2019-12-20 19:20:50.625308,ABC,sell,142.56,135 ++2019-12-21 19:58:33.851193,ABC,sell,143.6,43 ++2019-12-22 17:45:42.102989,ABC,sell,144.84,41 ++2019-12-23 12:27:25.503619,ABC,sell,141.97,107 ++2019-12-24 03:39:06.646835,DEF,sell,141.73,2 ++2019-12-24 21:51:37.386945,ABC,sell,144.61,226 ++2019-12-25 18:16:34.089004,DEF,sell,145.54,162 ++2019-12-26 09:54:49.794693,DEF,sell,142.0,0 ++2019-12-27 20:51:41.328747,ABC,sell,144.06,64 ++2019-12-29 03:30:49.915927,DEF,buy,139.88,104 ++2019-12-30 15:12:14.623705,DEF,sell,144.89,137 ++2019-12-31 05:24:16.245877,ABC,buy,141.11,9 ++2020-01-01 08:04:29.021195,DEF,sell,144.41,66 ++2020-01-02 12:46:11.450500,DEF,sell,144.11,7 ++2020-01-03 13:05:21.728279,ABC,buy,138.62,56 ++2020-01-04 04:27:47.210948,ABC,sell,141.5,217 ++2020-01-04 23:58:06.560175,DEF,buy,137.89,173 ++2020-01-06 02:36:12.518124,DEF,buy,139.72,85 ++2020-01-07 08:05:32.726370,ABC,sell,143.69,205 ++2020-01-08 08:51:51.939638,DEF,sell,142.12,62 ++2020-01-09 10:17:04.098355,DEF,sell,142.11,142 ++2020-01-10 07:15:56.001890,ABC,buy,139.37,56 ++2020-01-11 10:11:14.093955,ABC,sell,142.04,92 ++2020-01-12 02:22:55.497325,ABC,buy,137.69,198 ++2020-01-13 09:39:46.501455,ABC,buy,137.96,39 ++2020-01-14 15:45:35.616131,DEF,buy,137.56,27 ++2020-01-15 12:13:10.003038,ABC,buy,137.03,101 ++2020-01-16 01:59:56.947895,DEF,sell,139.66,45 ++2020-01-16 19:43:15.169704,ABC,buy,137.81,4 ++2020-01-17 13:21:04.838348,ABC,sell,138.95,203 ++2020-01-18 18:01:55.239443,DEF,sell,137.65,91 ++2020-01-19 20:07:04.625411,ABC,sell,136.72,82 ++2020-01-20 20:48:41.528047,ABC,buy,132.32,119 ++2020-01-22 08:42:14.591094,DEF,sell,134.64,3 ++2020-01-23 00:10:32.545444,DEF,sell,135.33,158 ++2020-01-24 06:58:02.471912,DEF,sell,134.39,152 ++2020-01-25 10:18:24.161512,ABC,buy,132.81,64 ++2020-01-26 01:03:22.263458,DEF,buy,134.43,150 ++2020-01-26 19:54:20.806665,DEF,sell,139.07,6 ++2020-01-27 13:45:21.370554,ABC,sell,137.56,154 ++2020-01-28 09:11:15.014497,DEF,buy,133.2,159 ++2020-01-29 02:13:54.438680,ABC,sell,136.56,152 ++2020-01-29 16:17:59.039199,DEF,sell,138.9,59 ++2020-01-30 06:55:11.158342,DEF,buy,135.32,288 ++2020-01-31 09:58:41.350958,DEF,sell,135.4,56 ++2020-02-01 00:16:21.526178,ABC,buy,130.82,41 ++2020-02-02 10:47:47.420986,DEF,sell,132.31,28 ++2020-02-03 15:44:39.119071,ABC,buy,131.9,159 ++2020-02-05 02:42:10.805304,DEF,sell,134.0,216 ++2020-02-06 14:21:58.289290,ABC,buy,130.13,144 ++2020-02-07 12:49:34.448742,DEF,buy,131.0,83 ++2020-02-08 09:41:01.922889,ABC,buy,132.11,91 ++2020-02-09 10:13:39.403488,DEF,sell,135.4,148 ++2020-02-10 15:00:31.236576,DEF,sell,134.81,57 ++2020-02-12 02:34:31.050450,ABC,buy,130.39,82 ++2020-02-12 23:31:02.390711,ABC,sell,134.91,13 ++2020-02-14 09:30:31.089353,DEF,sell,133.7,43 ++2020-02-15 15:14:35.824625,ABC,sell,132.54,39 ++2020-02-16 11:04:35.961514,DEF,buy,128.82,120 ++2020-02-17 00:52:38.644194,ABC,buy,127.27,57 ++2020-02-18 11:50:41.867743,ABC,buy,128.58,248 ++2020-02-19 22:25:06.079293,ABC,sell,132.73,108 ++2020-02-21 06:55:17.916969,DEF,buy,131.0,3 ++2020-02-22 17:49:26.163364,DEF,sell,132.55,10 ++2020-02-24 01:56:34.331627,ABC,buy,127.89,50 ++2020-02-24 17:26:58.439144,DEF,buy,125.08,54 ++2020-02-25 19:34:59.675583,ABC,sell,129.16,241 ++2020-02-26 09:35:59.962100,ABC,buy,126.36,22 ++2020-02-27 01:52:29.043564,ABC,sell,128.21,137 ++2020-02-28 12:08:41.913198,ABC,sell,130.45,6 ++2020-02-29 01:29:41.072469,ABC,sell,130.0,57 ++2020-02-29 15:37:48.012903,ABC,sell,130.25,63 ++2020-03-01 21:09:00.300707,ABC,sell,131.25,99 ++2020-03-03 04:12:03.468618,DEF,sell,130.97,198 ++2020-03-04 00:42:28.369708,DEF,sell,130.22,61 ++2020-03-05 03:10:39.370586,ABC,buy,127.43,121 ++2020-03-06 04:03:36.779682,DEF,buy,126.03,205 ++2020-03-07 03:31:41.510136,ABC,buy,126.15,5 ++2020-03-08 12:58:41.185930,ABC,buy,126.6,64 ++2020-03-09 08:26:06.981541,DEF,buy,127.52,101 ++2020-03-09 21:00:34.331684,DEF,buy,128.83,1 ++2020-03-11 04:30:04.854084,ABC,buy,131.41,66 ++2020-03-12 15:20:51.780073,DEF,sell,135.0,37 ++2020-03-14 00:40:58.009144,ABC,sell,133.67,113 ++2020-03-14 23:33:04.119272,DEF,buy,130.62,50 ++2020-03-16 07:34:10.008498,ABC,buy,129.77,194 ++2020-03-17 07:11:32.059053,DEF,buy,131.08,61 ++2020-03-17 20:09:22.608194,ABC,buy,133.61,126 ++2020-03-18 23:36:19.021289,ABC,buy,135.82,140 ++2020-03-20 00:29:11.037802,DEF,buy,137.42,3 ++2020-03-21 09:21:21.516028,DEF,buy,134.91,67 ++2020-03-22 05:29:39.016806,ABC,sell,137.39,25 ++2020-03-23 02:40:51.381952,DEF,sell,137.26,3 ++2020-03-24 10:29:27.218283,ABC,sell,136.13,42 ++2020-03-25 17:15:21.024745,DEF,sell,136.41,14 ++2020-03-26 13:27:26.159282,DEF,buy,132.63,25 ++2020-03-27 05:37:03.044155,DEF,sell,135.67,81 ++2020-03-28 00:11:34.621312,ABC,sell,138.61,14 ++2020-03-28 22:58:01.566486,DEF,sell,137.3,9 ++2020-03-29 11:31:21.108673,DEF,buy,134.44,142 ++2020-03-30 15:28:34.890661,DEF,buy,133.31,81 ++2020-03-31 10:31:27.569305,DEF,sell,135.07,119 ++2020-04-01 12:59:01.241598,DEF,buy,134.94,30 ++2020-04-02 04:57:58.635332,DEF,sell,135.45,77 ++2020-04-03 03:15:28.379371,DEF,buy,131.04,108 ++2020-04-04 05:08:35.647714,DEF,sell,135.62,75 ++2020-04-05 09:15:37.375667,ABC,buy,132.68,53 ++2020-04-06 18:19:02.399983,ABC,buy,131.66,29 ++2020-04-08 04:20:34.768440,ABC,sell,138.63,202 ++2020-04-08 19:38:15.511325,ABC,sell,135.23,101 ++2020-04-10 00:24:24.801399,ABC,sell,136.04,139 ++2020-04-11 10:23:32.618744,ABC,buy,132.3,74 ++2020-04-12 05:19:07.041174,ABC,sell,135.81,20 ++2020-04-13 04:54:00.768030,DEF,buy,132.83,71 ++2020-04-14 09:22:22.459286,DEF,buy,134.33,225 ++2020-04-15 03:05:33.726289,DEF,buy,134.04,172 ++2020-04-16 12:56:06.764705,ABC,sell,136.39,156 ++2020-04-17 18:39:24.973103,DEF,buy,133.85,170 ++2020-04-18 12:45:40.498632,ABC,buy,134.12,70 ++2020-04-19 07:36:49.380143,DEF,buy,133.01,7 ++2020-04-20 17:56:20.486915,ABC,buy,130.28,0 ++2020-04-22 02:44:51.145294,DEF,sell,134.33,26 ++2020-04-23 13:56:16.670102,ABC,buy,131.92,41 ++2020-04-24 11:12:57.815497,DEF,buy,132.86,26 ++2020-04-25 20:35:09.542041,DEF,buy,132.93,85 ++2020-04-27 02:43:01.117950,DEF,sell,135.34,25 ++2020-04-27 23:16:43.445135,ABC,buy,132.48,47 ++2020-04-29 04:23:39.644623,ABC,buy,134.39,40 ++2020-04-30 16:15:03.635462,ABC,buy,132.65,77 ++2020-05-01 22:09:10.825776,DEF,buy,131.43,9 ++2020-05-03 02:23:29.164802,DEF,sell,134.46,28 ++2020-05-04 09:53:36.153276,DEF,sell,132.5,71 ++2020-05-04 22:50:11.825373,ABC,sell,131.2,72 ++2020-05-05 11:33:12.130632,DEF,sell,130.99,132 ++2020-05-06 06:35:58.523532,ABC,buy,129.01,66 ++2020-05-06 23:48:11.020231,ABC,sell,130.25,115 ++2020-05-07 15:51:48.138843,DEF,sell,131.56,72 ++2020-05-09 00:05:05.054775,ABC,sell,131.47,46 ++2020-05-10 05:46:12.550763,DEF,sell,130.2,112 ++2020-05-11 05:58:56.886138,DEF,buy,126.55,10 ++2020-05-12 06:26:15.881957,DEF,buy,124.34,3 ++2020-05-13 12:22:02.086260,DEF,buy,123.15,71 ++2020-05-14 09:24:22.490910,DEF,sell,126.25,5 ++2020-05-15 01:27:23.687095,DEF,sell,126.83,36 ++2020-05-16 00:35:52.237621,ABC,sell,125.84,70 ++2020-05-16 21:09:31.958083,ABC,sell,123.92,29 ++2020-05-18 02:02:12.578094,DEF,sell,124.8,126 ++2020-05-19 11:03:28.420471,ABC,sell,123.27,138 ++2020-05-20 04:29:58.027985,DEF,buy,121.65,30 ++2020-05-21 00:51:46.480736,DEF,buy,123.76,101 ++2020-05-21 13:23:46.499756,DEF,buy,123.3,70 ++2020-05-22 22:31:10.926553,ABC,sell,128.84,109 ++2020-05-23 10:37:29.632318,ABC,buy,125.38,175 ++2020-05-24 01:14:47.139924,DEF,sell,127.35,51 ++2020-05-24 18:13:36.395073,ABC,sell,129.52,37 ++2020-05-26 03:27:18.013193,DEF,sell,126.84,67 ++2020-05-27 10:44:33.327606,ABC,buy,125.76,29 ++2020-05-28 11:44:38.296613,DEF,sell,131.0,64 ++2020-05-29 01:20:59.840169,ABC,buy,127.59,82 ++2020-05-30 10:33:20.418294,DEF,sell,131.86,138 ++2020-05-31 07:32:30.776366,ABC,sell,129.44,14 ++2020-06-01 17:06:11.636984,DEF,buy,126.96,24 ++2020-06-03 02:06:48.052171,ABC,sell,129.28,58 ++2020-06-03 14:33:59.200641,DEF,sell,128.14,142 ++2020-06-04 03:12:28.830566,ABC,buy,126.12,279 ++2020-06-04 18:13:36.423394,DEF,buy,126.9,40 ++2020-06-05 22:55:50.922403,DEF,sell,127.52,66 ++2020-06-07 02:07:11.492616,DEF,sell,127.73,14 ++2020-06-07 22:21:24.979990,DEF,sell,126.62,39 ++2020-06-09 00:33:24.992573,ABC,buy,124.07,48 ++2020-06-10 11:16:06.163047,DEF,buy,124.66,7 ++2020-06-11 01:51:11.849586,DEF,buy,124.08,21 ++2020-06-12 03:14:05.139082,ABC,buy,125.07,198 ++2020-06-12 18:29:06.953386,DEF,sell,126.51,1 ++2020-06-13 23:33:06.542991,DEF,buy,124.62,2 ++2020-06-14 21:56:04.049079,DEF,sell,126.03,51 ++2020-06-16 03:55:18.999235,ABC,sell,125.05,80 ++2020-06-17 07:05:15.793769,DEF,sell,125.15,101 ++2020-06-18 04:30:08.270672,ABC,buy,123.98,2 ++2020-06-19 02:50:19.699892,ABC,buy,123.45,7 ++2020-06-19 17:27:42.020439,DEF,buy,121.89,67 ++2020-06-20 06:12:30.674699,ABC,buy,123.61,39 ++2020-06-21 12:41:46.877725,DEF,sell,125.05,139 ++2020-06-22 06:05:22.146894,DEF,buy,122.95,161 ++2020-06-23 07:29:59.824055,ABC,buy,122.57,55 ++2020-06-24 04:10:29.051035,ABC,sell,126.85,103 ++2020-06-25 00:23:36.772399,ABC,sell,126.65,96 ++2020-06-26 04:33:23.037957,ABC,buy,127.27,65 ++2020-06-27 16:24:34.817022,DEF,sell,128.28,100 ++2020-06-29 01:52:42.741314,ABC,sell,131.6,80 ++2020-06-30 08:54:47.904138,DEF,sell,132.56,166 ++2020-07-01 08:20:41.364188,ABC,buy,127.9,23 ++2020-07-02 12:58:33.619933,ABC,sell,129.54,21 ++2020-07-03 16:41:53.810106,DEF,buy,125.83,0 ++2020-07-05 02:06:43.986193,ABC,sell,128.99,28 ++2020-07-06 02:48:59.022591,DEF,buy,125.54,22 ++2020-07-06 21:32:00.564465,ABC,buy,126.61,118 ++2020-07-08 09:13:24.631751,DEF,sell,130.18,49 ++2020-07-09 05:23:25.038269,ABC,buy,126.04,194 ++2020-07-10 02:24:56.503888,ABC,buy,125.67,12 ++2020-07-10 20:36:23.709153,DEF,buy,127.69,159 ++2020-07-11 20:12:14.254790,DEF,sell,130.65,24 ++2020-07-13 04:45:02.672653,ABC,buy,127.45,120 ++2020-07-13 20:05:32.147020,ABC,sell,129.89,110 ++2020-07-15 03:10:32.576700,ABC,buy,127.27,12 ++2020-07-16 05:44:27.063993,DEF,sell,131.17,36 ++2020-07-17 03:13:28.860035,ABC,buy,127.6,56 ++2020-07-18 02:33:49.082958,ABC,sell,130.82,141 ++2020-07-19 06:28:27.861161,DEF,buy,125.66,83 ++2020-07-20 10:02:04.113666,ABC,sell,129.81,53 ++2020-07-21 12:41:25.863254,ABC,buy,126.49,48 ++2020-07-22 23:17:59.393307,ABC,sell,128.61,12 ++2020-07-23 15:49:44.113466,DEF,sell,132.07,58 ++2020-07-24 13:38:27.625819,DEF,buy,125.93,129 ++2020-07-25 07:52:50.997227,DEF,buy,125.07,185 ++2020-07-26 01:14:41.167628,ABC,sell,127.63,113 ++2020-07-27 01:00:20.624661,DEF,buy,123.58,67 ++2020-07-27 22:13:55.013416,DEF,buy,123.44,51 ++2020-07-28 14:16:31.792301,DEF,sell,127.37,48 ++2020-07-29 12:10:39.164814,DEF,sell,128.65,119 ++2020-07-30 18:25:17.273546,ABC,sell,127.11,75 ++2020-07-31 15:44:46.892615,DEF,buy,122.88,71 ++2020-08-01 20:15:15.559460,DEF,sell,126.9,74 ++2020-08-02 19:36:41.709307,ABC,buy,122.38,210 ++2020-08-03 19:34:15.056973,ABC,sell,125.46,45 ++2020-08-05 01:10:27.738687,ABC,sell,125.87,42 ++2020-08-05 18:36:55.491272,DEF,buy,121.63,87 ++2020-08-06 11:05:49.524126,ABC,sell,126.0,114 ++2020-08-07 06:43:10.416193,DEF,sell,128.01,18 ++2020-08-07 20:29:57.975905,ABC,sell,127.55,91 ++2020-08-09 06:37:43.924074,DEF,buy,125.14,80 ++2020-08-10 15:57:06.481301,DEF,buy,121.25,85 ++2020-08-12 02:28:12.195248,ABC,buy,122.04,35 ++2020-08-12 18:31:39.207810,ABC,buy,120.79,8 ++2020-08-13 12:26:34.576155,DEF,sell,125.96,37 ++2020-08-14 14:05:34.690714,ABC,buy,123.65,45 ++2020-08-15 19:01:26.716254,ABC,buy,123.29,114 ++2020-08-16 23:57:23.702950,DEF,sell,127.87,45 ++2020-08-17 13:07:00.473569,ABC,buy,125.77,73 ++2020-08-18 07:01:12.856649,DEF,buy,124.35,114 ++2020-08-19 15:17:46.809991,DEF,sell,126.95,13 ++2020-08-20 08:05:08.358697,DEF,buy,123.72,105 ++2020-08-21 17:09:50.753097,DEF,buy,126.69,114 ++2020-08-22 23:59:19.752681,ABC,buy,125.85,21 ++2020-08-24 01:02:54.494601,ABC,buy,125.54,68 ++2020-08-25 01:29:19.361943,ABC,sell,127.26,95 ++2020-08-26 04:34:42.395297,DEF,sell,125.63,25 ++2020-08-27 11:17:48.552328,DEF,sell,123.67,147 ++2020-08-28 08:03:24.198157,ABC,sell,123.26,12 ++2020-08-29 19:33:13.721604,ABC,sell,125.61,207 ++2020-08-30 19:44:40.149046,DEF,buy,122.33,131 ++2020-09-01 00:52:47.248633,ABC,sell,126.24,102 ++2020-09-01 23:45:53.978412,ABC,sell,127.83,14 ++2020-09-03 06:32:42.113118,ABC,sell,122.86,59 ++2020-09-04 17:18:50.034668,ABC,sell,123.61,57 ++2020-09-05 09:26:01.779347,DEF,buy,121.25,121 ++2020-09-06 06:36:17.683962,ABC,buy,122.47,24 ++2020-09-07 01:04:43.571093,DEF,sell,124.12,22 ++2020-09-07 15:03:45.601642,ABC,buy,121.74,32 ++2020-09-08 14:00:38.733405,ABC,buy,121.4,40 ++2020-09-09 08:43:40.880251,DEF,buy,123.33,15 ++2020-09-10 00:48:17.343375,DEF,sell,128.63,162 ++2020-09-10 17:04:21.894764,DEF,sell,129.08,2 ++2020-09-11 17:28:50.024087,DEF,buy,127.28,21 ++2020-09-12 08:14:22.363868,ABC,sell,130.66,69 ++2020-09-13 11:46:09.408750,ABC,sell,131.7,3 ++2020-09-14 16:34:49.835274,ABC,sell,131.79,159 ++2020-09-16 03:53:08.101351,DEF,buy,125.95,3 ++2020-09-16 16:07:07.667319,DEF,buy,124.15,100 ++2020-09-17 09:20:25.207493,DEF,buy,126.45,207 ++2020-09-18 11:19:26.897546,ABC,buy,128.48,217 ++2020-09-19 12:02:58.805873,ABC,buy,126.05,83 ++2020-09-20 08:46:33.356347,ABC,buy,126.11,10 ++2020-09-21 17:01:16.487348,DEF,sell,128.16,110 ++2020-09-22 15:26:41.222271,DEF,sell,129.23,102 ++2020-09-23 21:54:37.284992,ABC,sell,130.04,28 ++2020-09-24 19:33:54.361278,DEF,sell,130.72,83 ++2020-09-25 18:22:55.061476,ABC,buy,128.09,92 ++2020-09-27 03:16:52.927025,ABC,buy,127.75,114 ++2020-09-27 15:39:47.327081,DEF,sell,130.01,50 ++2020-09-28 08:23:45.140760,ABC,sell,130.16,86 ++2020-09-28 21:44:42.442398,DEF,buy,127.44,143 ++2020-09-30 03:28:54.875096,DEF,buy,128.27,18 ++2020-10-01 07:36:25.313724,ABC,buy,126.66,52 ++2020-10-02 00:49:32.959149,DEF,sell,126.69,135 ++2020-10-03 02:03:04.056650,DEF,buy,126.6,63 ++2020-10-04 05:44:36.441120,ABC,buy,124.46,216 ++2020-10-04 20:06:50.970842,DEF,buy,124.3,79 ++2020-10-05 10:32:56.551653,DEF,buy,123.18,133 ++2020-10-06 15:37:00.045598,DEF,buy,122.32,134 ++2020-10-07 21:11:05.684729,ABC,sell,127.45,177 ++2020-10-08 23:18:08.759006,DEF,sell,126.94,54 ++2020-10-10 09:43:32.213339,DEF,buy,125.41,152 ++2020-10-11 13:09:57.231102,ABC,sell,128.37,72 ++2020-10-12 16:17:28.052139,ABC,buy,125.43,93 ++2020-10-13 16:42:31.254255,ABC,buy,124.18,28 ++2020-10-14 20:34:33.256678,DEF,sell,126.55,41 ++2020-10-15 16:40:12.322651,DEF,sell,126.7,21 ++2020-10-16 12:19:43.942588,ABC,buy,124.88,13 ++2020-10-17 23:12:50.912586,DEF,buy,124.74,16 ++2020-10-18 17:12:32.751737,ABC,buy,126.74,81 ++2020-10-19 15:10:29.248084,ABC,buy,125.2,58 ++2020-10-20 09:48:28.540525,ABC,sell,127.44,95 ++2020-10-21 01:46:52.493647,DEF,sell,127.87,22 ++2020-10-21 23:07:46.581980,DEF,sell,129.44,3 ++2020-10-22 14:57:38.265245,ABC,sell,128.68,46 ++2020-10-23 12:54:09.915104,DEF,buy,126.42,3 ++2020-10-24 03:43:46.959181,DEF,buy,126.15,15 ++2020-10-25 02:01:21.911811,ABC,buy,124.37,107 ++2020-10-25 16:42:04.207971,ABC,buy,125.48,104 ++2020-10-26 18:04:24.843063,ABC,sell,129.53,129 ++2020-10-27 22:25:26.858150,ABC,sell,128.76,152 ++2020-10-29 03:22:50.378063,ABC,buy,122.9,36 ++2020-10-29 17:37:52.454426,ABC,buy,120.76,24 ++2020-10-30 10:51:28.766204,ABC,sell,124.12,200 ++2020-10-31 01:43:15.195557,ABC,buy,121.55,89 ++2020-11-01 12:49:28.429366,ABC,sell,123.22,96 ++2020-11-02 16:24:50.866723,DEF,buy,119.17,29 ++2020-11-03 21:11:05.126328,ABC,sell,122.59,152 ++2020-11-04 19:49:55.852007,DEF,sell,122.71,55 ++2020-11-05 23:10:28.276817,ABC,sell,119.58,28 ++2020-11-06 14:25:41.278962,DEF,buy,118.25,10 ++2020-11-07 14:59:27.841074,DEF,sell,122.24,43 ++2020-11-08 21:11:09.626852,DEF,sell,120.15,58 ++2020-11-10 05:31:06.659580,ABC,buy,118.2,146 ++2020-11-10 22:10:06.302198,DEF,buy,118.97,202 ++2020-11-11 21:01:30.541409,DEF,sell,120.19,34 ++2020-11-12 19:09:01.405088,DEF,buy,118.92,23 ++2020-11-13 11:54:26.443620,DEF,sell,124.34,83 ++2020-11-14 00:01:20.778598,ABC,sell,123.83,19 ++2020-11-14 14:33:30.935971,ABC,sell,123.88,88 ++2020-11-15 16:59:31.381572,ABC,buy,117.78,59 ++2020-11-16 11:33:05.037229,ABC,buy,119.16,56 ++2020-11-17 00:11:13.274292,DEF,buy,119.92,107 ++2020-11-18 07:41:41.259854,ABC,buy,118.9,33 ++2020-11-19 19:35:33.903451,ABC,buy,119.98,33 ++2020-11-20 16:55:36.151619,ABC,buy,117.94,33 ++2020-11-21 23:48:26.585315,ABC,sell,121.33,61 ++2020-11-23 02:41:19.685302,DEF,buy,120.1,7 ++2020-11-23 23:24:53.684065,ABC,buy,120.25,55 ++2020-11-24 18:42:13.948405,DEF,sell,123.91,213 ++2020-11-25 15:23:55.487930,DEF,buy,121.74,109 ++2020-11-26 20:36:21.667343,DEF,buy,119.2,46 ++2020-11-28 05:38:25.363005,ABC,buy,116.48,167 ++2020-11-29 14:26:25.029210,ABC,sell,121.65,75 ++2020-12-01 01:44:18.529028,ABC,sell,122.92,25 ++2020-12-02 02:47:46.469036,DEF,buy,118.94,123 ++2020-12-02 15:26:17.060808,ABC,buy,118.03,147 ++2020-12-03 14:52:01.629276,DEF,sell,121.91,37 ++2020-12-04 08:08:01.271633,DEF,sell,123.11,73 ++2020-12-05 16:30:27.725633,DEF,buy,118.09,41 ++2020-12-06 11:32:22.140443,ABC,sell,123.05,79 ++2020-12-07 01:13:30.796687,ABC,sell,126.22,112 ++2020-12-08 11:07:32.564828,DEF,buy,120.03,109 ++2020-12-09 03:59:44.285463,ABC,buy,117.59,188 ++2020-12-09 21:27:26.647342,ABC,sell,122.52,73 ++2020-12-11 06:55:06.649551,ABC,buy,121.11,27 ++2020-12-11 22:27:54.300770,DEF,buy,119.41,63 ++2020-12-13 09:59:59.141633,ABC,buy,122.25,131 ++2020-12-14 00:34:14.748964,DEF,buy,123.23,102 ++2020-12-14 20:13:26.952904,DEF,sell,127.58,149 ++2020-12-15 22:34:07.058778,DEF,buy,123.43,129 ++2020-12-17 01:14:40.897168,DEF,buy,125.64,92 ++2020-12-17 14:28:32.276938,ABC,sell,125.15,309 ++2020-12-18 07:30:59.061966,DEF,sell,127.13,29 ++2020-12-19 13:05:55.780565,ABC,buy,120.76,48 ++2020-12-20 14:36:43.585436,ABC,buy,120.58,100 ++2020-12-21 03:33:21.919410,ABC,buy,120.83,29 ++2020-12-22 11:49:26.761682,DEF,buy,119.26,44 ++2020-12-23 09:00:45.378770,ABC,sell,124.14,22 ++2020-12-24 03:03:14.104504,DEF,buy,118.8,16 ++2020-12-24 15:23:26.548499,DEF,sell,127.65,51 ++2020-12-25 11:33:19.260163,ABC,sell,125.06,114 ++2020-12-26 19:36:54.776772,ABC,buy,121.71,23 ++2020-12-27 20:56:24.035359,ABC,buy,118.53,34 ++2020-12-28 18:05:15.813060,DEF,buy,119.8,18 ++2020-12-29 10:21:43.634993,ABC,buy,118.92,173 ++2020-12-29 23:38:52.139688,ABC,buy,118.39,85 ++2020-12-31 05:02:16.288474,DEF,buy,116.78,166 ++2021-01-01 15:17:33.686096,DEF,sell,118.91,168 ++2021-01-03 02:22:52.821719,ABC,sell,118.35,70 ++2021-01-04 00:48:18.360331,DEF,buy,113.83,0 ++2021-01-04 17:54:08.620296,DEF,buy,114.1,200 ++2021-01-05 12:46:15.092123,DEF,buy,113.91,16 ++2021-01-06 02:11:05.578544,ABC,buy,115.23,69 ++2021-01-07 13:09:45.566190,DEF,sell,118.01,88 ++2021-01-08 06:21:10.003102,ABC,buy,112.51,109 ++2021-01-08 23:31:54.673983,DEF,sell,116.39,10 ++2021-01-10 04:44:38.021154,DEF,sell,114.4,62 ++2021-01-11 15:51:29.192791,ABC,sell,113.51,129 ++2021-01-13 01:43:07.240912,DEF,buy,107.88,35 ++2021-01-14 08:18:15.355938,ABC,buy,108.94,13 ++2021-01-15 13:20:42.715500,DEF,sell,114.24,250 ++2021-01-16 17:25:22.252359,DEF,buy,109.96,88 ++2021-01-17 16:39:18.720092,ABC,sell,114.8,14 ++2021-01-18 05:56:10.165344,ABC,sell,115.84,7 ++2021-01-19 01:01:00.463279,ABC,buy,112.64,153 ++2021-01-19 14:56:48.596338,ABC,sell,115.54,31 ++2021-01-20 23:52:09.918983,ABC,buy,112.95,53 ++2021-01-21 12:00:32.603328,DEF,buy,113.27,109 ++2021-01-22 23:22:27.288500,DEF,buy,111.0,119 ++2021-01-24 04:12:45.505914,DEF,buy,109.82,29 ++2021-01-25 13:59:48.774501,DEF,buy,108.82,35 ++2021-01-26 17:06:32.296159,ABC,sell,113.49,41 ++2021-01-27 20:02:06.444530,ABC,buy,107.78,20 ++2021-01-28 17:48:41.180312,DEF,buy,107.1,8 ++2021-01-29 22:40:20.596819,DEF,sell,109.88,69 ++2021-01-31 04:35:14.320930,DEF,buy,107.27,48 ++2021-02-01 07:34:15.329402,ABC,sell,109.39,215 ++2021-02-02 17:56:29.719959,DEF,sell,107.29,127 ++2021-02-03 19:54:25.069360,ABC,buy,104.43,89 ++2021-02-04 14:52:45.225247,DEF,buy,106.45,7 ++2021-02-05 18:21:17.103384,DEF,buy,103.85,14 ++2021-02-06 07:51:38.025965,ABC,buy,102.89,181 ++2021-02-07 18:41:17.358823,ABC,buy,104.04,75 ++2021-02-08 19:25:06.228589,DEF,buy,104.29,49 ++2021-02-10 05:41:10.017342,ABC,sell,109.53,147 ++2021-02-11 07:36:12.511603,ABC,buy,105.48,74 ++2021-02-12 18:50:51.674623,DEF,sell,110.58,113 ++2021-02-14 05:27:05.587898,DEF,sell,106.38,26 ++2021-02-15 06:51:02.102883,DEF,buy,104.42,70 ++2021-02-16 00:36:18.096018,ABC,buy,101.66,63 ++2021-02-16 14:45:18.566394,DEF,sell,107.77,15 ++2021-02-17 02:49:50.327176,ABC,buy,103.38,25 ++2021-02-17 21:50:51.738951,DEF,sell,104.32,202 ++2021-02-18 13:13:44.524198,DEF,buy,101.18,35 ++2021-02-19 21:24:14.954714,ABC,buy,100.68,58 ++2021-02-21 01:46:40.357696,DEF,buy,102.14,98 ++2021-02-21 19:44:00.236779,DEF,sell,105.75,119 ++2021-02-22 09:53:34.936695,DEF,sell,104.84,40 ++2021-02-23 07:36:41.546628,DEF,sell,107.11,125 ++2021-02-23 23:41:33.616709,DEF,sell,103.21,68 ++2021-02-24 23:38:52.603776,DEF,sell,103.56,56 ++2021-02-25 15:20:48.498561,ABC,buy,102.18,135 ++2021-02-26 15:03:55.703114,ABC,sell,109.36,100 ++2021-02-27 07:23:29.941885,ABC,buy,104.05,159 ++2021-02-28 12:27:15.318184,ABC,buy,103.02,151 ++2021-03-01 14:25:07.540528,DEF,buy,103.06,114 ++2021-03-02 07:57:26.220017,DEF,buy,102.64,130 ++2021-03-03 15:46:28.070335,DEF,buy,102.02,11 ++2021-03-05 03:10:34.239690,DEF,buy,104.01,69 ++2021-03-05 17:17:05.980588,ABC,sell,106.76,126 ++2021-03-07 02:31:34.746168,DEF,buy,104.84,129 ++2021-03-07 20:34:46.966059,DEF,buy,106.69,25 ++2021-03-08 22:46:23.756738,ABC,buy,106.75,91 ++2021-03-09 19:03:34.309904,ABC,buy,107.73,18 ++2021-03-10 10:30:49.545860,DEF,buy,106.38,90 ++2021-03-11 08:07:51.938629,DEF,buy,108.46,8 ++2021-03-12 19:48:38.799806,ABC,sell,112.87,24 ++2021-03-13 17:10:52.261999,ABC,buy,109.44,121 ++2021-03-15 02:05:00.431031,ABC,buy,110.34,18 ++2021-03-15 15:10:20.976124,DEF,sell,113.44,40 ++2021-03-16 09:20:30.880122,ABC,sell,114.38,208 ++2021-03-17 03:01:59.531501,DEF,sell,114.4,27 ++2021-03-17 16:14:52.771750,DEF,buy,110.26,97 ++2021-03-18 13:50:22.474474,DEF,buy,105.35,86 ++2021-03-19 11:31:27.985223,ABC,sell,108.96,108 ++2021-03-20 06:47:59.735685,DEF,buy,108.12,41 ++2021-03-21 16:05:32.953119,ABC,sell,113.1,41 ++2021-03-22 16:05:51.120872,ABC,buy,108.92,13 ++2021-03-23 16:44:01.959779,DEF,sell,114.75,55 ++2021-03-24 22:47:53.453842,DEF,buy,111.19,93 ++2021-03-26 01:18:01.997170,DEF,sell,115.52,238 ++2021-03-27 06:18:13.207451,ABC,buy,113.76,46 ++2021-03-28 15:00:12.824001,ABC,sell,115.39,3 ++2021-03-29 10:08:38.026485,ABC,buy,114.09,117 ++2021-03-30 21:02:34.087408,DEF,sell,116.42,23 ++2021-04-01 01:58:54.457532,ABC,buy,113.76,199 ++2021-04-02 02:14:37.150150,DEF,sell,118.64,113 ++2021-04-02 23:01:49.947526,ABC,buy,114.51,43 ++2021-04-03 16:26:29.455556,DEF,buy,115.4,10 ++2021-04-04 15:35:26.424528,ABC,sell,119.59,102 ++2021-04-05 16:51:46.699822,ABC,sell,115.87,190 ++2021-04-06 09:24:24.095421,ABC,sell,116.85,70 ++2021-04-07 00:20:18.915432,ABC,sell,118.7,106 ++2021-04-07 13:38:40.296385,DEF,buy,116.2,78 ++2021-04-08 07:53:12.242649,DEF,buy,117.5,96 ++2021-04-08 22:23:29.192739,ABC,buy,116.42,83 ++2021-04-10 00:07:24.341756,DEF,sell,117.0,82 ++2021-04-10 20:28:49.437393,DEF,sell,118.44,175 ++2021-04-11 09:23:44.781436,DEF,sell,117.55,78 ++2021-04-12 12:53:41.167397,ABC,sell,116.31,13 ++2021-04-13 12:05:59.676897,DEF,buy,113.76,21 ++2021-04-14 05:10:53.945865,ABC,buy,114.3,75 ++2021-04-15 15:13:28.700392,ABC,sell,116.07,20 ++2021-04-16 08:47:15.196973,ABC,buy,115.36,42 ++2021-04-17 11:27:00.058610,ABC,sell,119.34,8 ++2021-04-18 08:34:29.626946,DEF,buy,115.89,72 ++2021-04-19 16:14:23.907597,ABC,buy,115.56,31 ++2021-04-20 22:09:58.292767,ABC,buy,115.66,9 ++2021-04-21 20:27:08.653027,ABC,sell,118.99,24 ++2021-04-23 01:22:07.257668,ABC,buy,115.71,43 ++2021-04-24 08:45:21.210176,ABC,sell,120.56,58 ++2021-04-25 11:02:37.794321,ABC,buy,116.22,37 ++2021-04-26 08:30:48.846698,ABC,sell,120.8,34 ++2021-04-27 10:10:48.258888,ABC,sell,119.12,63 ++2021-04-28 13:52:47.924229,DEF,buy,116.83,51 ++2021-04-29 17:00:15.901014,ABC,sell,119.06,18 ++2021-05-01 00:19:26.922539,ABC,buy,115.83,36 ++2021-05-02 08:38:40.777967,DEF,sell,119.46,34 ++2021-05-03 18:29:48.129340,DEF,buy,118.37,103 ++2021-05-05 03:24:20.363101,DEF,buy,116.57,150 ++2021-05-06 14:34:58.840875,ABC,buy,116.91,243 ++2021-05-07 08:22:41.316448,ABC,buy,115.47,15 ++2021-05-08 06:59:43.124206,ABC,buy,117.1,64 ++2021-05-09 08:28:38.040660,DEF,buy,118.18,117 ++2021-05-10 16:42:04.305276,DEF,sell,121.52,112 ++2021-05-11 21:32:41.364344,ABC,buy,117.38,38 ++2021-05-13 01:01:38.332890,DEF,buy,116.71,3 ++2021-05-13 13:55:44.819401,ABC,sell,118.31,117 ++2021-05-14 09:29:56.638733,DEF,sell,118.7,37 ++2021-05-15 00:34:12.052547,ABC,sell,117.57,153 ++2021-05-15 17:57:39.995869,DEF,sell,118.42,59 ++2021-05-16 13:29:17.093242,ABC,buy,112.97,148 ++2021-05-17 07:33:10.410936,ABC,sell,115.7,75 ++2021-05-18 07:22:37.527686,DEF,buy,113.53,57 ++2021-05-19 00:38:18.937402,DEF,sell,116.02,209 ++2021-05-19 15:04:53.077144,DEF,sell,118.36,132 ++2021-05-20 08:52:01.026407,DEF,sell,117.83,83 ++2021-05-21 02:14:39.834657,DEF,sell,116.9,162 ++2021-05-21 18:43:37.691569,DEF,sell,115.9,39 ++2021-05-22 22:14:13.713722,DEF,buy,113.81,46 ++2021-05-23 18:07:46.454445,DEF,buy,111.77,96 ++2021-05-24 19:04:27.206707,DEF,sell,115.3,68 ++2021-05-25 15:04:26.744248,DEF,sell,114.39,4 ++2021-05-26 04:06:59.937896,ABC,buy,112.01,3 ++2021-05-27 13:50:59.521234,ABC,buy,112.33,95 ++2021-05-28 05:38:55.585054,DEF,sell,114.74,303 ++2021-05-29 00:39:09.031210,ABC,sell,112.87,16 ++2021-05-30 12:30:58.748033,ABC,sell,112.95,74 ++2021-05-31 14:10:45.160668,DEF,buy,111.7,29 ++2021-06-01 07:35:58.329524,DEF,sell,113.98,173 ++2021-06-02 02:19:03.517992,ABC,buy,113.66,48 ++2021-06-02 15:46:49.635860,DEF,buy,114.0,133 ++2021-06-03 09:55:01.099800,ABC,buy,113.51,37 ++2021-06-03 22:44:38.681861,ABC,buy,113.23,97 ++2021-06-05 08:04:53.206870,ABC,buy,113.43,59 ++2021-06-06 04:33:18.818918,DEF,buy,112.87,51 ++2021-06-07 01:43:20.576320,ABC,sell,115.97,11 ++2021-06-08 02:54:57.007463,ABC,buy,113.87,7 ++2021-06-09 07:32:23.568059,DEF,buy,114.52,81 ++2021-06-10 18:04:38.215573,ABC,sell,116.53,43 ++2021-06-12 02:36:43.296628,DEF,buy,113.66,183 ++2021-06-13 05:19:24.199658,DEF,buy,112.77,3 ++2021-06-14 12:32:07.904860,DEF,sell,116.09,53 ++2021-06-15 20:46:13.375458,ABC,sell,115.3,9 ++2021-06-16 22:03:57.935610,ABC,buy,112.73,17 ++2021-06-18 07:30:27.650440,ABC,sell,115.63,3 ++2021-06-19 07:19:04.884789,ABC,sell,115.33,89 ++2021-06-20 08:53:32.551015,DEF,sell,113.29,87 ++2021-06-21 09:39:42.410464,ABC,sell,113.99,99 ++2021-06-22 06:05:21.199590,ABC,buy,113.04,38 ++2021-06-23 16:09:43.335051,DEF,sell,114.18,8 ++2021-06-25 03:45:20.939413,ABC,buy,110.96,152 ++2021-06-26 03:37:22.175790,DEF,buy,110.62,74 ++2021-06-27 01:43:23.891805,DEF,buy,110.11,121 ++2021-06-27 14:18:11.695961,ABC,buy,108.33,68 ++2021-06-28 16:42:31.469368,ABC,sell,110.3,67 ++2021-06-30 04:34:25.897292,ABC,buy,107.63,22 ++2021-07-01 03:31:58.338631,DEF,buy,106.74,16 ++2021-07-02 11:09:04.634832,DEF,buy,107.35,90 ++2021-07-03 19:11:51.493674,ABC,buy,106.03,112 ++2021-07-05 02:45:20.576031,ABC,buy,105.97,52 ++2021-07-06 09:11:50.193342,ABC,buy,104.16,167 ++2021-07-07 16:19:42.870636,DEF,buy,103.36,103 ++2021-07-08 06:57:08.983589,DEF,sell,105.32,108 ++2021-07-09 05:30:43.141380,DEF,sell,107.47,48 ++2021-07-10 17:13:34.171900,ABC,buy,103.19,240 ++2021-07-11 07:39:38.589498,DEF,sell,106.71,6 ++2021-07-11 20:18:39.643145,DEF,buy,104.28,58 ++2021-07-12 08:56:15.008979,ABC,sell,106.57,143 ++2021-07-13 01:53:39.350438,ABC,sell,107.65,124 ++2021-07-13 17:32:19.036973,DEF,buy,103.08,140 ++2021-07-14 14:01:08.136126,ABC,sell,106.91,167 ++2021-07-15 18:35:58.661642,DEF,buy,102.61,184 ++2021-07-16 20:09:11.492705,DEF,sell,106.61,69 ++2021-07-17 18:37:30.973652,ABC,sell,105.22,29 ++2021-07-18 07:38:17.933011,DEF,buy,103.13,16 ++2021-07-18 23:11:28.043532,ABC,sell,106.21,9 ++2021-07-20 10:16:13.087554,DEF,buy,103.64,64 ++2021-07-21 10:22:02.000096,ABC,sell,105.16,96 ++2021-07-22 06:22:31.942938,DEF,sell,103.41,139 ++2021-07-23 05:35:10.791578,DEF,buy,103.07,25 ++2021-07-24 14:29:48.537046,DEF,buy,101.08,16 ++2021-07-25 12:39:24.705962,DEF,sell,103.42,127 ++2021-07-26 02:38:44.737872,ABC,buy,101.16,68 ++2021-07-27 00:24:06.187586,ABC,sell,104.48,74 ++2021-07-28 06:57:57.924589,ABC,sell,104.79,143 ++2021-07-29 14:29:36.859700,ABC,buy,102.14,35 ++2021-07-30 05:15:39.184013,DEF,sell,105.2,183 ++2021-07-30 19:57:54.200416,DEF,buy,104.01,64 ++2021-08-01 01:58:24.849062,DEF,sell,107.71,19 ++2021-08-02 10:26:48.862316,DEF,sell,108.02,125 ++2021-08-03 11:51:28.623708,ABC,sell,109.31,55 ++2021-08-04 23:44:40.838242,DEF,buy,105.94,77 ++2021-08-05 16:18:33.742475,DEF,buy,103.47,45 ++2021-08-07 03:28:41.148923,DEF,buy,105.45,199 ++2021-08-08 14:09:34.020093,ABC,buy,106.07,20 ++2021-08-09 08:03:53.785233,ABC,buy,105.01,54 ++2021-08-09 21:39:03.967777,DEF,buy,107.66,40 ++2021-08-10 22:13:57.384612,ABC,buy,106.62,124 ++2021-08-12 08:27:45.885898,DEF,sell,108.54,7 ++2021-08-13 19:50:23.061267,ABC,buy,105.09,44 ++2021-08-14 18:11:39.379822,DEF,sell,108.07,219 ++2021-08-16 02:53:47.101961,ABC,buy,107.32,97 ++2021-08-17 10:23:42.767114,DEF,sell,108.71,34 ++2021-08-18 11:08:25.725296,ABC,sell,109.87,13 ++2021-08-19 14:48:15.240401,ABC,buy,107.92,173 ++2021-08-20 17:49:26.852486,DEF,sell,110.13,26 ++2021-08-22 02:52:27.091048,ABC,sell,107.97,84 ++2021-08-22 23:56:51.500671,DEF,buy,106.43,13 ++2021-08-23 22:57:08.105251,ABC,sell,111.93,33 ++2021-08-25 01:53:37.636808,ABC,sell,110.59,3 ++2021-08-25 21:48:16.527683,DEF,buy,106.42,146 ++2021-08-26 15:35:48.429742,ABC,sell,109.72,159 ++2021-08-27 20:42:50.218109,ABC,buy,107.58,23 ++2021-08-29 00:25:27.825048,ABC,buy,107.09,44 ++2021-08-29 18:25:47.395654,DEF,sell,108.69,117 ++2021-08-30 10:04:58.115928,DEF,sell,107.54,107 ++2021-08-31 02:40:50.852583,DEF,sell,106.73,160 ++2021-09-01 14:25:38.054446,ABC,sell,106.18,60 ++2021-09-02 23:16:45.401421,ABC,buy,104.68,86 ++2021-09-04 07:47:37.483218,ABC,buy,103.96,83 ++2021-09-05 13:34:17.398346,DEF,buy,103.49,112 ++2021-09-06 20:15:40.282598,DEF,sell,106.85,161 ++2021-09-08 06:23:51.408672,ABC,sell,106.42,88 ++2021-09-09 09:15:51.495414,DEF,buy,104.02,159 ++2021-09-10 03:36:49.431925,DEF,buy,103.46,17 ++2021-09-10 16:06:22.207698,DEF,sell,105.43,142 ++2021-09-11 07:25:08.554890,DEF,sell,105.81,162 ++2021-09-11 20:57:33.441248,DEF,sell,103.65,106 ++2021-09-12 13:21:18.010662,ABC,sell,105.87,248 ++2021-09-13 15:26:51.705808,DEF,sell,105.53,25 ++2021-09-14 19:53:56.010628,ABC,sell,107.14,21 ++2021-09-15 10:04:42.882415,DEF,sell,107.25,97 ++2021-09-16 21:59:00.975110,DEF,sell,106.34,12 ++2021-09-17 17:24:56.343867,DEF,sell,102.23,5 ++2021-09-18 14:13:51.498183,ABC,buy,100.23,81 ++2021-09-19 18:16:08.027612,ABC,buy,98.99,11 ++2021-09-21 00:02:32.213246,ABC,buy,96.71,133 ++2021-09-21 15:48:07.379085,DEF,sell,99.34,58 ++2021-09-22 12:49:03.128060,ABC,buy,97.57,98 ++2021-09-23 11:28:56.225251,ABC,sell,102.78,72 ++2021-09-23 23:42:43.971690,DEF,buy,98.74,44 ++2021-09-24 23:26:06.385014,DEF,sell,103.0,98 ++2021-09-26 10:38:11.391197,DEF,buy,97.81,72 ++2021-09-27 12:53:17.050186,DEF,sell,99.65,152 ++2021-09-29 00:35:09.876663,ABC,buy,97.75,12 ++2021-09-29 14:58:31.193592,DEF,buy,100.01,49 ++2021-09-30 13:05:25.780080,DEF,buy,99.69,231 ++2021-10-01 06:28:02.942223,DEF,sell,105.3,0 ++2021-10-02 03:28:56.833663,ABC,sell,104.19,38 ++2021-10-03 15:00:59.099366,DEF,buy,98.89,26 ++2021-10-05 01:51:27.879903,ABC,buy,97.83,283 ++2021-10-06 12:31:30.521238,ABC,sell,101.48,42 ++2021-10-07 08:12:20.835199,DEF,sell,102.2,72 ++2021-10-07 20:30:27.876186,DEF,buy,96.84,108 ++2021-10-09 08:10:17.690730,ABC,sell,99.03,140 ++2021-10-10 09:48:52.434433,DEF,buy,98.06,55 ++2021-10-10 23:43:10.429295,ABC,sell,98.86,26 ++2021-10-11 20:21:55.381454,ABC,sell,99.86,240 ++2021-10-12 10:05:59.962662,ABC,sell,98.98,210 ++2021-10-13 17:28:46.776456,DEF,sell,99.73,16 ++2021-10-15 01:23:52.177182,ABC,sell,101.25,234 ++2021-10-16 06:39:37.107960,ABC,buy,97.0,28 ++2021-10-17 11:23:35.155663,DEF,buy,96.27,11 ++2021-10-18 09:57:32.666061,ABC,buy,93.37,33 ++2021-10-19 18:58:17.484915,ABC,sell,98.77,27 ++2021-10-20 10:00:13.723181,ABC,buy,94.5,70 ++2021-10-21 13:01:28.618877,ABC,buy,94.98,131 ++2021-10-22 08:49:29.574053,ABC,buy,93.04,42 ++2021-10-22 23:30:17.017646,ABC,buy,91.57,127 ++2021-10-24 05:41:54.573467,DEF,sell,99.72,48 ++2021-10-25 11:46:31.741770,ABC,buy,94.55,31 ++2021-10-26 22:25:50.721877,ABC,buy,97.2,69 ++2021-10-27 15:05:13.302875,DEF,buy,97.11,118 ++2021-10-29 00:27:38.355335,ABC,sell,101.33,47 ++2021-10-30 02:51:19.004739,ABC,sell,101.08,10 ++2021-10-31 09:09:05.634653,DEF,sell,99.58,147 ++2021-11-01 14:27:52.583833,ABC,sell,99.24,118 ++2021-11-02 14:04:01.758229,ABC,sell,97.82,37 ++2021-11-03 16:06:19.606885,DEF,buy,95.02,39 ++2021-11-04 23:58:40.342446,DEF,buy,96.91,102 ++2021-11-06 06:53:29.615033,DEF,sell,100.59,82 ++2021-11-07 02:35:09.748782,ABC,buy,99.1,17 ++2021-11-08 06:01:17.937900,DEF,buy,98.52,3 ++2021-11-08 22:04:38.763480,ABC,buy,97.76,71 ++2021-11-09 18:49:54.059397,ABC,sell,102.26,199 ++2021-11-10 13:40:04.211131,DEF,sell,100.65,70 ++2021-11-11 10:23:20.457844,DEF,buy,95.88,6 ++2021-11-12 13:17:25.676417,ABC,buy,96.93,14 ++2021-11-13 06:38:41.965457,ABC,sell,100.1,42 ++2021-11-14 07:33:16.368019,DEF,sell,100.12,95 ++2021-11-15 19:18:09.395249,DEF,buy,96.36,42 ++2021-11-17 06:28:30.181977,DEF,buy,95.65,44 ++2021-11-18 01:58:42.471583,DEF,sell,102.06,72 ++2021-11-19 04:32:57.730091,DEF,sell,100.53,47 ++2021-11-20 05:19:56.199613,ABC,sell,100.72,59 ++2021-11-20 17:47:33.288079,DEF,buy,96.59,41 ++2021-11-21 08:38:36.087012,DEF,buy,98.63,46 ++2021-11-22 20:13:33.155206,DEF,buy,98.22,31 ++2021-11-23 16:13:58.713459,ABC,sell,102.74,113 ++2021-11-24 08:57:53.367035,DEF,buy,97.51,138 ++2021-11-25 05:24:23.311026,DEF,buy,98.4,50 ++2021-11-25 20:06:23.654795,ABC,buy,98.6,53 ++2021-11-27 06:12:50.622176,ABC,sell,100.22,72 ++2021-11-28 10:20:53.105258,ABC,sell,99.97,140 ++2021-11-29 01:12:54.815495,ABC,buy,93.89,93 ++2021-11-30 05:26:34.533563,ABC,sell,100.65,90 ++2021-11-30 19:30:18.066595,DEF,buy,97.29,15 ++2021-12-01 09:55:38.815509,ABC,sell,99.63,127 ++2021-12-02 17:33:07.011963,ABC,sell,100.27,55 ++2021-12-04 02:50:45.885280,DEF,sell,98.98,97 ++2021-12-05 03:40:52.883618,ABC,sell,99.76,0 ++2021-12-06 14:36:27.727019,DEF,buy,95.4,18 ++2021-12-07 05:01:54.833609,DEF,buy,98.16,36 ++2021-12-07 21:59:54.512756,DEF,sell,100.17,35 ++2021-12-09 00:20:35.384426,DEF,sell,100.38,43 ++2021-12-09 19:23:19.768047,DEF,buy,98.72,18 ++2021-12-10 20:29:58.167480,ABC,sell,103.2,167 ++2021-12-11 10:49:20.345497,DEF,buy,98.74,55 ++2021-12-12 02:49:13.813667,ABC,buy,96.17,112 ++2021-12-12 23:12:07.706251,DEF,sell,100.87,17 ++2021-12-14 10:15:12.003605,DEF,sell,101.31,40 ++2021-12-15 09:03:09.240936,ABC,buy,100.13,74 ++2021-12-16 00:58:52.513328,DEF,buy,98.64,284 ++2021-12-17 08:21:48.453517,ABC,sell,100.86,41 ++2021-12-17 22:26:55.476961,DEF,sell,96.47,49 ++2021-12-19 06:34:54.719728,DEF,buy,92.6,111 ++2021-12-20 17:51:44.956000,ABC,buy,94.57,183 ++2021-12-21 07:35:31.636446,ABC,sell,100.63,46 ++2021-12-21 20:27:03.026182,DEF,sell,99.12,204 ++2021-12-22 18:06:27.342100,DEF,buy,97.91,104 ++2021-12-23 22:59:30.688170,ABC,buy,95.57,10 ++2021-12-24 18:50:26.020494,DEF,sell,101.53,49 ++2021-12-26 02:44:19.657280,ABC,buy,97.41,65 ++2021-12-26 19:33:48.577709,ABC,buy,98.21,59 ++2021-12-27 11:46:02.768814,DEF,sell,101.18,171 ++2021-12-28 04:08:33.083126,DEF,buy,96.59,71 ++2021-12-29 12:08:24.492797,ABC,sell,99.37,42 ++2021-12-30 16:22:16.383845,ABC,buy,95.54,43 ++2022-01-01 01:28:53.052112,ABC,sell,100.79,100 ++2022-01-01 14:45:51.788196,DEF,buy,97.15,95 ++2022-01-02 17:50:29.506070,DEF,buy,98.74,91 ++2022-01-03 13:43:44.905191,ABC,sell,100.3,61 ++2022-01-04 10:16:38.923458,DEF,buy,97.41,66 ++2022-01-05 05:49:38.548328,ABC,buy,100.99,18 ++2022-01-06 14:36:42.642473,DEF,buy,101.51,37 ++2022-01-07 23:52:35.923166,DEF,buy,101.99,15 ++2022-01-09 03:08:29.019706,DEF,buy,98.93,22 ++2022-01-09 21:17:59.296318,ABC,sell,100.28,111 ++2022-01-11 05:31:44.936676,DEF,sell,100.34,117 ++2022-01-12 06:45:30.175160,DEF,buy,97.92,184 ++2022-01-12 23:45:05.215447,ABC,sell,98.4,99 ++2022-01-14 02:13:13.163448,ABC,buy,92.96,204 ++2022-01-15 07:56:58.040436,DEF,buy,92.48,123 ++2022-01-16 13:58:37.250442,ABC,sell,97.71,85 ++2022-01-17 13:26:48.134677,DEF,sell,97.02,44 ++2022-01-18 05:17:40.621054,DEF,buy,94.32,59 ++2022-01-19 00:53:35.757501,DEF,sell,97.28,218 ++2022-01-20 06:05:14.320867,DEF,sell,97.75,90 ++2022-01-21 04:12:09.236467,DEF,buy,95.28,17 ++2022-01-22 13:47:37.002012,ABC,buy,95.13,30 ++2022-01-23 12:20:02.393029,DEF,sell,96.7,110 ++2022-01-24 03:51:27.534793,ABC,sell,98.35,156 ++2022-01-25 12:18:32.227446,ABC,buy,92.56,105 ++2022-01-26 19:45:03.189447,DEF,buy,93.01,92 ++2022-01-28 00:07:45.835739,ABC,buy,92.6,156 ++2022-01-29 07:51:24.798900,ABC,sell,95.79,13 ++2022-01-29 22:20:51.463504,ABC,sell,95.79,137 ++2022-01-31 06:10:44.465994,ABC,buy,90.88,75 ++2022-02-01 06:43:18.217524,DEF,buy,89.96,19 ++2022-02-02 09:51:15.542391,ABC,sell,93.6,206 ++2022-02-03 01:10:15.554314,DEF,buy,87.96,114 ++2022-02-04 02:19:47.212610,ABC,sell,92.8,56 ++2022-02-04 16:19:19.704263,DEF,sell,95.9,38 ++2022-02-05 07:14:49.268496,ABC,buy,88.57,2 ++2022-02-06 14:49:05.379726,DEF,buy,90.87,31 ++2022-02-07 13:46:05.602461,ABC,sell,94.97,3 ++2022-02-08 09:39:31.477397,DEF,sell,94.04,182 ++2022-02-09 13:52:28.822550,DEF,buy,90.74,74 ++2022-02-10 10:39:15.411899,ABC,sell,94.35,63 ++2022-02-11 13:40:03.007057,ABC,sell,93.08,75 ++2022-02-12 15:31:10.053626,ABC,sell,91.92,23 ++2022-02-13 10:12:59.403984,DEF,buy,89.63,112 ++2022-02-14 03:47:53.346405,ABC,sell,93.02,29 ++2022-02-14 22:59:36.473362,DEF,buy,90.8,258 ++2022-02-15 14:51:52.071365,DEF,buy,88.53,104 ++2022-02-16 10:32:18.545339,DEF,buy,89.29,186 ++2022-02-17 02:09:12.297055,ABC,sell,92.11,23 ++2022-02-18 11:49:05.454122,DEF,sell,93.05,81 ++2022-02-19 23:15:45.272882,ABC,buy,86.94,31 ++2022-02-21 09:59:15.424681,ABC,buy,88.46,73 ++2022-02-22 02:18:54.778476,DEF,buy,87.96,153 ++2022-02-22 23:53:19.268124,DEF,buy,85.7,1 ++2022-02-23 18:10:57.612844,ABC,sell,92.36,169 ++2022-02-24 08:13:32.840532,DEF,sell,89.7,193 ++2022-02-25 08:34:06.380170,DEF,buy,87.31,198 ++2022-02-26 10:31:09.108871,ABC,buy,84.28,10 ++2022-02-27 05:32:23.496844,ABC,sell,90.18,147 ++2022-02-27 22:46:56.966817,DEF,sell,90.21,0 ++2022-03-01 01:13:29.101587,DEF,buy,88.7,64 ++2022-03-02 05:49:37.560423,DEF,sell,92.98,40 ++2022-03-03 03:25:21.280634,DEF,sell,95.2,4 ++2022-03-04 07:32:06.847195,DEF,buy,89.89,110 ++2022-03-05 03:47:49.906098,ABC,buy,88.83,39 ++2022-03-06 12:17:26.829857,ABC,sell,91.59,6 ++2022-03-07 09:15:29.960024,ABC,sell,89.31,77 ++2022-03-08 03:27:57.315633,ABC,sell,89.92,19 ++2022-03-08 17:20:52.467785,ABC,buy,86.86,6 ++2022-03-09 15:48:31.687068,DEF,buy,85.27,0 ++2022-03-10 21:08:05.461587,DEF,sell,88.84,33 ++2022-03-11 14:23:00.770641,ABC,buy,84.33,28 ++2022-03-12 15:10:47.757495,DEF,buy,84.47,86 ++2022-03-13 07:59:50.208138,ABC,buy,83.04,77 ++2022-03-13 20:52:51.014704,DEF,sell,88.09,210 ++2022-03-14 14:04:19.859871,DEF,buy,85.97,43 ++2022-03-15 10:13:34.029529,DEF,sell,89.27,57 ++2022-03-16 18:17:14.328720,DEF,sell,89.27,125 ++2022-03-17 10:41:50.404172,ABC,buy,83.83,149 ++2022-03-18 05:16:22.241188,ABC,sell,86.41,31 ++2022-03-18 23:50:45.299430,ABC,buy,85.28,23 ++2022-03-19 22:28:11.764771,DEF,buy,83.58,48 ++2022-03-21 07:53:51.816392,ABC,buy,83.64,32 ++2022-03-22 15:46:22.255417,DEF,sell,82.96,34 ++2022-03-23 15:10:55.685775,DEF,buy,80.61,28 ++2022-03-24 16:44:45.459723,DEF,sell,85.59,30 ++2022-03-26 04:20:08.524891,ABC,sell,83.98,24 ++2022-03-26 22:55:10.239734,DEF,buy,80.45,124 ++2022-03-27 22:24:39.495479,ABC,sell,87.13,202 ++2022-03-29 01:41:40.107125,ABC,buy,83.2,30 ++2022-03-29 14:44:58.906689,DEF,sell,85.07,22 ++2022-03-30 21:49:49.551721,ABC,buy,82.94,137 ++2022-04-01 07:45:30.523769,ABC,buy,81.3,136 ++2022-04-02 01:04:28.670457,ABC,sell,82.8,33 ++2022-04-03 08:09:48.649674,DEF,sell,82.47,54 ++2022-04-03 20:32:21.975103,ABC,sell,83.27,18 ++2022-04-04 21:15:23.468100,ABC,sell,82.79,184 ++2022-04-06 05:18:02.804887,ABC,sell,83.81,73 ++2022-04-07 08:31:59.367888,ABC,sell,84.52,208 ++2022-04-08 14:56:11.742696,ABC,buy,81.57,11 ++2022-04-09 22:32:10.616551,ABC,buy,82.05,56 ++2022-04-11 05:17:54.916839,DEF,sell,85.54,109 ++2022-04-12 01:24:25.780874,ABC,sell,85.55,34 ++2022-04-12 21:24:01.118436,ABC,buy,82.53,87 ++2022-04-13 19:28:42.317977,DEF,sell,84.11,94 ++2022-04-14 16:55:49.392818,ABC,sell,84.2,47 ++2022-04-15 13:44:11.529920,DEF,buy,79.04,67 ++2022-04-16 19:10:14.057487,DEF,sell,84.0,8 ++2022-04-17 15:27:15.392851,DEF,sell,81.62,17 ++2022-04-19 01:16:35.602174,DEF,sell,82.96,29 ++2022-04-20 04:29:10.944001,ABC,buy,83.54,13 ++2022-04-21 05:31:17.541857,DEF,sell,85.27,13 ++2022-04-21 18:08:47.698388,DEF,buy,83.73,138 ++2022-04-23 00:47:16.099798,DEF,buy,82.66,0 ++2022-04-24 05:44:58.013095,ABC,buy,83.87,61 ++2022-04-24 23:00:44.839174,DEF,buy,81.95,12 ++2022-04-25 17:04:11.351581,ABC,sell,84.76,3 ++2022-04-26 21:22:18.173278,DEF,sell,85.2,21 ++2022-04-28 04:06:33.912841,DEF,buy,83.1,89 ++2022-04-28 23:42:13.349660,ABC,sell,88.19,61 ++2022-04-29 14:35:36.664900,ABC,buy,84.92,24 ++2022-05-01 01:52:19.642565,DEF,buy,85.55,53 ++2022-05-01 23:28:12.396572,DEF,buy,85.22,152 ++2022-05-02 12:16:32.532799,DEF,buy,85.73,93 ++2022-05-03 22:54:23.302276,DEF,buy,83.54,20 ++2022-05-04 20:21:06.893836,ABC,sell,89.0,144 ++2022-05-05 15:00:54.435044,ABC,sell,87.67,206 ++2022-05-07 01:25:22.213574,ABC,buy,86.73,16 ++2022-05-08 00:09:32.032168,DEF,buy,85.77,96 ++2022-05-09 04:04:38.601648,ABC,sell,87.47,47 ++2022-05-10 08:03:02.420064,DEF,buy,85.43,12 ++2022-05-11 10:30:38.264775,DEF,buy,87.28,55 ++2022-05-12 00:48:31.352032,ABC,buy,87.0,81 ++2022-05-13 12:45:08.049020,DEF,buy,85.54,20 ++2022-05-14 17:53:19.441162,DEF,sell,88.96,48 ++2022-05-15 15:02:38.992546,DEF,sell,88.28,71 ++2022-05-16 18:43:37.061731,ABC,sell,88.7,29 ++2022-05-18 03:35:26.931122,DEF,sell,89.61,76 ++2022-05-18 22:02:33.816898,DEF,sell,90.1,24 ++2022-05-20 00:09:50.079828,DEF,buy,87.19,23 ++2022-05-20 13:19:25.025646,ABC,sell,91.78,95 ++2022-05-21 06:29:54.529236,ABC,buy,89.33,21 ++2022-05-21 20:12:29.586667,DEF,buy,90.05,27 ++2022-05-22 09:33:04.733420,ABC,buy,90.04,141 ++2022-05-23 10:39:42.878345,DEF,buy,90.71,5 ++2022-05-24 06:20:39.405703,DEF,buy,89.46,131 ++2022-05-24 18:45:35.754588,ABC,buy,85.72,77 ++2022-05-25 09:50:58.507229,DEF,buy,86.69,165 ++2022-05-26 20:21:44.696648,DEF,sell,89.17,14 ++2022-05-27 12:26:26.991092,ABC,sell,89.23,35 ++2022-05-28 09:25:21.310899,DEF,sell,88.47,55 ++2022-05-29 20:37:01.641721,ABC,sell,88.97,47 ++2022-05-31 08:03:53.876809,ABC,sell,89.51,3 ++2022-06-01 18:12:41.837927,ABC,sell,89.66,85 ++2022-06-02 20:39:10.407505,DEF,buy,87.52,20 ++2022-06-03 14:32:58.306897,DEF,sell,87.6,61 ++2022-06-04 14:32:44.452827,ABC,buy,86.73,37 ++2022-06-05 13:39:04.095559,DEF,buy,83.82,60 ++2022-06-06 04:54:36.850000,ABC,sell,85.56,34 ++2022-06-07 01:46:08.586149,DEF,buy,83.39,31 ++2022-06-07 17:29:06.056507,DEF,sell,85.74,2 ++2022-06-08 15:58:34.824402,ABC,buy,85.05,76 ++2022-06-09 19:54:58.674200,ABC,buy,86.12,30 ++2022-06-10 11:14:13.238188,DEF,sell,84.9,95 ++2022-06-11 13:23:07.530150,ABC,buy,82.97,74 ++2022-06-12 16:43:26.227288,DEF,buy,82.86,76 ++2022-06-13 04:49:06.981884,ABC,sell,86.85,69 ++2022-06-13 17:23:18.515283,ABC,buy,83.14,92 ++2022-06-14 10:16:15.841738,ABC,sell,85.46,208 ++2022-06-15 05:15:01.657042,ABC,sell,86.45,59 ++2022-06-15 18:45:05.821454,DEF,sell,86.54,76 ++2022-06-16 08:10:43.280696,ABC,sell,86.89,134 ++2022-06-17 13:13:48.028693,ABC,buy,84.62,26 ++2022-06-18 07:43:43.194213,DEF,sell,86.0,4 ++2022-06-19 06:54:56.425905,DEF,buy,83.06,80 ++2022-06-19 20:05:48.235932,DEF,buy,82.86,133 ++2022-06-21 05:49:20.379655,DEF,sell,87.18,52 ++2022-06-22 01:26:30.250469,ABC,buy,84.81,18 ++2022-06-23 09:48:53.504868,ABC,buy,86.53,40 ++2022-06-24 07:52:23.941482,ABC,buy,87.58,78 ++2022-06-24 22:41:43.951270,DEF,buy,88.53,224 ++2022-06-25 15:11:53.091296,DEF,buy,88.49,92 ++2022-06-26 12:24:02.441449,DEF,buy,88.19,159 ++2022-06-27 02:48:39.209232,DEF,buy,88.1,163 ++2022-06-28 14:00:39.595202,DEF,sell,90.77,21 ++2022-06-29 09:57:44.133319,ABC,buy,90.12,18 ++2022-06-29 22:45:39.736489,DEF,sell,92.88,30 ++2022-07-01 04:19:33.655017,DEF,sell,93.04,46 ++2022-07-02 11:50:12.692650,ABC,sell,95.32,87 ++2022-07-03 01:14:05.304047,ABC,sell,95.02,5 ++2022-07-04 02:53:52.690019,ABC,buy,92.63,54 ++2022-07-05 03:47:44.756732,DEF,buy,94.62,27 ++2022-07-06 00:37:39.118535,ABC,sell,96.18,17 ++2022-07-07 10:04:46.864125,ABC,sell,94.24,97 ++2022-07-08 08:29:44.479162,ABC,buy,92.57,22 ++2022-07-09 02:44:27.207852,DEF,sell,93.13,15 ++2022-07-09 15:36:25.912099,DEF,buy,90.26,193 ++2022-07-10 05:46:37.583435,DEF,sell,92.96,32 ++2022-07-11 07:57:20.343044,DEF,buy,89.6,76 ++2022-07-12 16:17:49.070415,DEF,sell,91.69,55 ++2022-07-13 12:15:23.735365,ABC,sell,91.81,90 ++2022-07-14 18:39:41.050009,DEF,buy,88.13,90 ++2022-07-16 05:50:26.323739,ABC,sell,92.02,43 ++2022-07-16 19:44:54.282024,DEF,buy,90.53,52 ++2022-07-18 02:59:34.590334,DEF,sell,91.26,121 ++2022-07-18 15:14:31.020855,ABC,buy,91.47,56 ++2022-07-19 22:16:39.123813,ABC,sell,93.54,28 ++2022-07-21 08:11:46.362859,DEF,sell,93.47,116 ++2022-07-22 15:51:16.799159,DEF,sell,95.09,84 ++2022-07-23 09:42:48.293842,ABC,sell,93.35,68 ++2022-07-24 05:33:57.129176,ABC,buy,92.22,5 ++2022-07-24 18:02:42.256927,ABC,buy,92.15,246 ++2022-07-25 19:45:44.521382,DEF,sell,91.88,75 ++2022-07-26 13:45:14.014594,ABC,buy,91.65,30 ++2022-07-27 16:18:14.293530,ABC,buy,88.99,87 ++2022-07-28 17:31:44.991355,ABC,buy,88.37,156 ++2022-07-30 01:10:10.307045,DEF,buy,87.38,97 ++2022-07-30 20:00:45.969459,DEF,sell,90.5,145 ++2022-07-31 18:18:44.337278,DEF,buy,89.0,35 ++2022-08-01 11:35:07.230511,DEF,sell,90.57,24 ++2022-08-02 11:40:21.885760,DEF,buy,88.6,94 ++2022-08-03 16:16:56.317543,ABC,sell,92.24,155 ++2022-08-04 17:12:38.935204,DEF,buy,89.36,111 ++2022-08-05 07:18:47.212049,DEF,sell,92.39,123 ++2022-08-06 15:00:49.031418,DEF,sell,90.52,12 ++2022-08-07 14:19:40.358856,DEF,buy,89.41,52 ++2022-08-09 00:17:30.972759,DEF,buy,90.38,169 ++2022-08-10 02:19:15.977636,ABC,sell,93.74,57 ++2022-08-11 08:09:32.760665,DEF,sell,94.78,20 ++2022-08-12 19:46:16.686189,DEF,sell,93.79,94 ++2022-08-14 02:11:26.232527,DEF,buy,91.43,142 ++2022-08-15 09:41:39.474256,DEF,sell,94.4,36 ++2022-08-16 18:38:54.431298,DEF,sell,92.26,62 ++2022-08-17 06:44:29.339475,DEF,sell,95.05,53 ++2022-08-18 07:41:36.334476,ABC,sell,93.99,36 ++2022-08-19 15:08:39.949334,DEF,buy,90.57,2 ++2022-08-20 12:09:55.932678,DEF,sell,95.28,79 ++2022-08-21 14:27:49.503744,ABC,buy,91.26,125 ++2022-08-22 05:53:21.763360,DEF,sell,95.46,110 ++2022-08-22 22:18:47.901325,DEF,buy,94.19,43 ++2022-08-23 10:47:21.333940,ABC,buy,93.61,30 ++2022-08-24 05:53:41.003340,DEF,sell,98.23,149 ++2022-08-25 09:25:18.198508,ABC,buy,93.42,162 ++2022-08-26 05:51:44.530843,ABC,sell,95.89,174 ++2022-08-27 13:10:24.137086,ABC,sell,98.88,57 ++2022-08-28 22:28:29.835805,ABC,buy,93.6,24 ++2022-08-29 14:02:53.477172,ABC,sell,97.88,23 ++2022-08-30 15:19:17.715065,DEF,sell,97.12,55 ++2022-08-31 13:37:38.667583,ABC,sell,95.0,57 ++2022-09-01 15:47:56.042134,DEF,sell,98.82,158 ++2022-09-02 06:05:10.428630,ABC,sell,100.52,26 ++2022-09-03 05:20:10.308427,ABC,sell,98.23,141 ++2022-09-04 09:53:44.796688,ABC,sell,97.95,17 ++2022-09-05 08:27:22.756182,ABC,sell,96.54,45 ++2022-09-06 07:16:43.139475,ABC,sell,98.42,49 ++2022-09-07 09:41:45.318758,ABC,sell,95.91,119 ++2022-09-08 10:41:48.151817,DEF,buy,92.52,71 ++2022-09-09 12:15:17.796700,ABC,buy,91.97,37 ++2022-09-10 11:12:03.033396,DEF,buy,89.89,202 ++2022-09-11 06:00:03.370753,ABC,sell,96.3,193 ++2022-09-11 23:24:32.335155,ABC,buy,92.18,76 ++2022-09-12 21:46:23.350508,DEF,buy,91.54,51 ++2022-09-13 20:16:31.152872,ABC,sell,95.81,59 ++2022-09-15 05:21:19.697350,DEF,sell,95.85,53 ++2022-09-16 14:25:32.758334,DEF,buy,91.99,126 ++2022-09-18 01:40:44.978270,ABC,sell,91.14,3 ++2022-09-19 11:46:28.031779,ABC,buy,90.3,152 ++2022-09-20 14:32:43.241172,ABC,buy,89.4,27 ++2022-09-21 10:59:23.132375,DEF,buy,87.01,55 ++2022-09-22 14:11:16.488708,ABC,buy,87.19,60 ++2022-09-23 11:08:31.357021,DEF,sell,89.53,28 ++2022-09-24 09:49:56.581297,ABC,sell,89.9,199 ++2022-09-25 10:23:11.067344,DEF,sell,90.2,177 ++2022-09-26 03:01:52.832987,ABC,buy,90.56,11 ++2022-09-27 11:00:49.339742,DEF,buy,90.76,57 ++2022-09-28 08:36:34.428632,DEF,buy,91.34,159 ++2022-09-29 00:02:27.683264,ABC,sell,96.75,21 ++2022-09-30 02:18:54.171789,DEF,sell,93.7,6 ++2022-10-01 00:05:47.310132,DEF,buy,90.94,121 ++2022-10-02 05:24:19.133753,DEF,buy,90.03,62 ++2022-10-03 00:06:30.938449,DEF,buy,88.84,4 ++2022-10-03 19:50:55.778541,DEF,buy,88.51,58 ++2022-10-05 03:23:34.231211,DEF,buy,89.54,80 ++2022-10-06 08:38:41.852557,DEF,buy,87.59,154 ++2022-10-07 13:55:19.786945,ABC,buy,90.68,34 ++2022-10-08 06:49:46.177126,ABC,buy,89.89,140 ++2022-10-09 14:17:12.301736,ABC,sell,91.78,61 ++2022-10-10 03:43:16.320758,DEF,buy,88.66,18 ++2022-10-10 19:39:08.241838,DEF,buy,88.72,25 ++2022-10-11 14:07:45.220367,DEF,sell,92.72,49 ++2022-10-12 14:29:36.601879,ABC,sell,93.97,14 ++2022-10-13 09:09:22.370903,DEF,sell,93.55,96 ++2022-10-13 21:15:45.187231,DEF,buy,90.23,88 ++2022-10-14 10:50:38.153341,DEF,buy,91.4,123 ++2022-10-15 04:03:24.643368,DEF,sell,96.16,34 ++2022-10-16 15:38:17.875437,DEF,sell,96.09,64 ++2022-10-17 22:00:01.855377,ABC,sell,95.96,94 ++2022-10-18 15:39:17.503370,ABC,buy,95.0,57 ++2022-10-19 09:05:34.485246,ABC,sell,96.64,64 ++2022-10-20 14:50:27.172731,DEF,sell,99.97,5 ++2022-10-21 15:55:55.544989,ABC,sell,97.82,15 ++2022-10-22 23:14:18.152676,ABC,sell,96.77,31 ++2022-10-23 19:14:25.190799,DEF,sell,94.66,31 ++2022-10-25 02:38:20.032151,DEF,buy,92.0,80 ++2022-10-26 13:48:38.007764,ABC,buy,89.1,86 ++2022-10-27 07:05:36.573876,ABC,buy,87.14,113 ++2022-10-27 22:59:27.297909,DEF,buy,88.56,155 ++2022-10-29 05:54:21.869827,DEF,sell,90.8,62 ++2022-10-30 02:02:05.810883,ABC,sell,90.1,28 ++2022-10-31 05:01:52.364643,DEF,sell,90.49,146 ++2022-10-31 23:40:29.967429,ABC,buy,85.7,64 ++2022-11-01 21:05:31.414981,ABC,sell,88.46,72 ++2022-11-02 18:54:08.015573,ABC,sell,88.53,84 ++2022-11-03 11:15:25.686163,DEF,buy,85.79,51 ++2022-11-04 05:25:54.067865,ABC,sell,87.44,41 ++2022-11-05 11:07:15.090221,DEF,sell,87.24,46 ++2022-11-06 06:39:59.752243,ABC,buy,84.4,22 ++2022-11-06 20:04:47.843898,DEF,sell,88.46,58 ++2022-11-07 19:03:43.258070,DEF,sell,90.74,27 ++2022-11-08 20:47:57.475132,ABC,sell,90.25,36 ++2022-11-10 04:21:57.753385,ABC,buy,86.71,64 ++2022-11-11 03:30:30.605204,DEF,sell,89.83,79 ++2022-11-11 22:15:05.838025,DEF,sell,90.87,49 ++2022-11-12 14:39:49.524825,DEF,buy,85.81,124 ++2022-11-13 20:35:41.235059,ABC,buy,86.11,121 ++2022-11-15 03:55:34.454210,DEF,buy,87.97,57 ++2022-11-16 01:20:35.398802,DEF,buy,87.46,8 ++2022-11-17 05:23:37.813890,ABC,buy,87.86,101 ++2022-11-18 13:19:46.921138,ABC,buy,86.88,31 ++2022-11-19 20:34:11.323217,ABC,sell,89.79,1 ++2022-11-20 23:13:27.048857,ABC,sell,90.09,18 ++2022-11-21 13:20:27.418945,ABC,buy,85.78,25 ++2022-11-22 17:05:01.180546,ABC,sell,89.33,74 ++2022-11-23 10:34:19.951069,DEF,buy,88.34,7 ++2022-11-24 14:34:22.752085,DEF,sell,88.5,16 ++2022-11-25 19:13:15.989129,DEF,buy,86.02,130 ++2022-11-27 02:04:08.835730,ABC,buy,86.89,125 ++2022-11-27 15:28:14.235416,ABC,buy,87.31,274 ++2022-11-28 08:25:39.688573,DEF,sell,89.33,32 ++2022-11-29 09:32:05.039686,ABC,sell,89.98,109 ++2022-11-30 18:42:44.445032,DEF,buy,86.86,50 ++2022-12-01 09:17:18.940234,ABC,sell,89.29,100 ++2022-12-01 22:20:16.168831,DEF,sell,90.56,1 ++2022-12-03 00:01:34.947655,ABC,buy,85.23,9 ++2022-12-04 06:53:39.257275,DEF,buy,85.11,101 ++2022-12-05 04:41:52.049376,ABC,sell,88.75,34 ++2022-12-06 12:57:09.124389,DEF,buy,85.85,182 ++2022-12-07 07:24:13.652170,DEF,buy,84.87,45 ++2022-12-08 05:11:20.747663,DEF,sell,87.1,43 ++2022-12-08 22:20:07.076545,ABC,buy,82.5,74 ++2022-12-10 03:23:49.254775,ABC,buy,82.11,52 ++2022-12-11 11:32:10.532744,ABC,sell,87.19,21 ++2022-12-12 01:39:47.401707,DEF,sell,86.78,42 ++2022-12-13 09:40:20.580769,DEF,buy,82.61,28 ++2022-12-14 07:44:38.847797,DEF,buy,82.59,41 ++2022-12-15 07:40:29.626245,DEF,sell,84.32,68 ++2022-12-16 01:04:57.620175,DEF,buy,78.82,6 ++2022-12-16 13:12:29.293678,DEF,buy,82.7,21 ++2022-12-17 12:39:50.145848,ABC,sell,86.6,63 ++2022-12-18 17:47:46.867654,ABC,sell,87.08,182 ++2022-12-19 11:35:33.976170,DEF,sell,87.35,55 ++2022-12-20 05:50:06.061376,DEF,sell,87.13,55 ++2022-12-20 21:38:42.881534,DEF,sell,84.91,154 ++2022-12-21 22:24:38.259518,ABC,buy,83.31,208 ++2022-12-22 12:15:56.217069,DEF,sell,85.27,99 ++2022-12-23 18:16:56.806372,DEF,sell,86.17,27 ++2022-12-24 18:14:59.481781,DEF,buy,84.0,161 ++2022-12-25 20:48:45.534384,DEF,buy,85.72,32 ++2022-12-26 12:26:59.794816,DEF,sell,87.19,41 ++2022-12-27 15:20:48.489550,DEF,buy,85.42,129 ++2022-12-29 01:17:23.360610,DEF,sell,85.06,56 ++2022-12-29 20:01:51.816200,DEF,buy,82.48,157 ++2022-12-30 18:47:36.915526,ABC,sell,87.38,59 ++2022-12-31 19:48:05.508808,ABC,buy,83.32,182 ++2023-01-01 15:54:41.894132,ABC,sell,85.52,103 ++2023-01-02 20:30:25.814125,ABC,sell,84.87,6 ++2023-01-03 11:45:23.924014,ABC,buy,83.79,19 ++2023-01-04 09:42:25.130975,ABC,buy,83.3,112 ++2023-01-05 17:49:49.910168,DEF,buy,84.61,138 ++2023-01-06 08:59:17.344997,DEF,buy,84.17,116 ++2023-01-07 06:55:32.144991,ABC,buy,84.78,95 ++2023-01-08 11:19:07.240460,DEF,sell,86.98,114 ++2023-01-09 08:59:59.941508,DEF,sell,88.05,124 ++2023-01-10 19:26:39.593764,ABC,buy,87.25,74 ++2023-01-12 05:22:20.856852,DEF,buy,83.01,2 ++2023-01-13 05:48:53.327929,ABC,buy,82.3,216 ++2023-01-14 00:48:25.410206,DEF,buy,82.58,1 ++2023-01-14 18:39:48.823186,DEF,buy,82.9,15 ++2023-01-15 16:43:38.318982,ABC,sell,85.36,183 ++2023-01-16 18:55:39.369166,DEF,buy,83.42,58 ++2023-01-17 15:05:27.917303,ABC,buy,83.77,47 ++2023-01-18 17:56:29.290991,DEF,buy,83.64,22 ++2023-01-20 01:59:38.356147,ABC,buy,83.8,177 ++2023-01-21 04:11:30.563594,DEF,buy,84.91,4 ++2023-01-21 22:20:15.154452,ABC,buy,82.74,31 ++2023-01-22 19:38:13.135669,ABC,sell,85.54,71 ++2023-01-24 06:34:20.154922,ABC,sell,87.21,29 ++2023-01-25 07:17:08.929662,DEF,buy,83.56,77 ++2023-01-26 01:55:21.587192,ABC,buy,82.82,32 ++2023-01-27 02:05:34.693188,DEF,sell,85.65,22 ++2023-01-28 03:44:30.943467,DEF,sell,84.8,38 ++2023-01-29 10:45:48.018139,ABC,sell,87.35,120 ++2023-01-30 10:29:34.790980,ABC,sell,86.93,103 ++2023-01-31 10:36:17.872487,ABC,buy,86.96,136 ++2023-02-01 00:43:51.102920,DEF,sell,87.22,162 ++2023-02-01 18:27:17.842477,ABC,sell,87.39,1 ++2023-02-02 19:50:16.087153,ABC,buy,87.4,89 ++2023-02-04 05:54:52.378455,DEF,buy,86.94,6 ++2023-02-05 13:53:50.281328,ABC,sell,87.41,141 ++2023-02-06 13:03:43.650099,DEF,buy,86.9,72 ++2023-02-07 11:31:38.604709,DEF,buy,86.03,0 ++2023-02-08 07:29:45.351020,ABC,sell,87.58,130 ++2023-02-09 10:34:52.204582,DEF,buy,86.8,72 ++2023-02-10 16:00:46.551617,ABC,sell,88.98,48 ++2023-02-11 17:16:37.165280,ABC,buy,86.63,1 ++2023-02-12 23:03:52.618134,ABC,buy,86.44,29 ++2023-02-14 02:56:31.274749,ABC,buy,84.96,53 ++2023-02-15 01:51:45.891442,DEF,sell,87.97,20 ++2023-02-15 15:51:45.624821,ABC,sell,88.26,166 ++2023-02-16 11:02:42.030423,ABC,sell,88.68,99 ++2023-02-17 07:54:41.198101,ABC,buy,89.55,132 ++2023-02-18 06:00:30.808953,ABC,sell,90.68,49 ++2023-02-18 22:52:26.583912,ABC,buy,87.66,2 ++2023-02-20 03:19:07.883859,ABC,buy,87.15,185 ++2023-02-21 14:16:20.233613,ABC,buy,87.84,39 ++2023-02-22 08:31:13.903229,ABC,buy,88.11,1 ++2023-02-23 14:49:35.594929,ABC,sell,91.02,77 ++2023-02-24 08:13:06.276923,ABC,buy,88.75,30 ++2023-02-25 02:30:47.344352,DEF,buy,89.04,109 ++2023-02-25 15:38:19.584942,ABC,sell,93.18,106 ++2023-02-26 15:20:03.633420,ABC,buy,89.05,56 ++2023-02-27 12:27:12.036732,DEF,buy,88.63,24 ++2023-02-28 03:54:25.116193,ABC,sell,91.47,62 ++2023-03-01 04:51:10.141170,ABC,buy,89.6,55 ++2023-03-02 13:44:45.563322,ABC,buy,86.82,0 ++2023-03-03 11:53:27.681694,ABC,sell,88.1,41 ++2023-03-04 10:02:52.255543,ABC,sell,88.58,143 ++2023-03-05 11:25:28.837758,DEF,sell,87.17,10 ++2023-03-06 00:16:48.481358,DEF,buy,85.09,117 ++2023-03-07 00:22:10.625648,ABC,sell,86.77,25 ++2023-03-07 20:41:32.514548,ABC,sell,85.49,100 ++2023-03-09 01:50:43.742831,ABC,sell,87.31,122 ++2023-03-09 23:02:19.280924,ABC,buy,88.25,30 ++2023-03-10 16:08:14.196641,DEF,buy,87.9,33 ++2023-03-11 13:06:07.560326,DEF,sell,91.59,50 ++2023-03-12 08:58:53.800007,ABC,sell,91.02,94 ++2023-03-13 00:30:43.758792,DEF,buy,89.1,114 ++2023-03-14 02:16:03.079692,DEF,buy,90.33,71 ++2023-03-15 07:05:01.344062,DEF,sell,92.14,49 ++2023-03-16 13:37:24.833597,ABC,sell,91.68,202 ++2023-03-18 00:58:30.095932,ABC,buy,89.99,112 ++2023-03-18 15:07:03.900181,DEF,sell,91.11,220 ++2023-03-19 09:01:37.128547,ABC,sell,89.72,32 ++2023-03-20 19:26:22.435849,ABC,buy,87.29,21 ++2023-03-22 07:19:21.605934,ABC,sell,91.59,97 ++2023-03-23 15:57:10.649700,ABC,buy,88.96,28 ++2023-03-24 22:35:37.951918,DEF,sell,92.06,116 ++2023-03-25 12:59:28.577859,DEF,buy,88.1,42 ++2023-03-26 17:49:47.314849,ABC,sell,93.49,0 ++2023-03-27 16:26:41.772703,ABC,sell,94.03,44 ++2023-03-28 12:09:29.483046,DEF,buy,92.41,72 ++2023-03-29 12:15:58.952446,DEF,sell,94.57,150 ++2023-03-30 12:05:51.507517,DEF,buy,91.34,98 ++2023-03-31 14:40:44.307942,DEF,sell,92.18,171 ++2023-04-01 08:44:35.940322,ABC,buy,91.29,116 ++2023-04-02 01:19:26.173869,ABC,sell,92.75,151 ++2023-04-03 09:30:21.043098,ABC,buy,91.27,73 ++2023-04-04 15:02:10.594016,DEF,buy,90.97,69 ++2023-04-05 23:39:02.650468,DEF,sell,94.36,23 ++2023-04-06 21:40:22.489258,ABC,sell,92.93,106 ++2023-04-07 18:10:41.199336,ABC,sell,92.09,38 ++2023-04-08 20:01:59.538406,ABC,sell,91.87,71 ++2023-04-09 20:03:20.082844,DEF,sell,92.14,38 ++2023-04-10 13:28:03.494522,ABC,buy,91.76,75 ++2023-04-11 21:21:13.215189,ABC,buy,94.08,85 ++2023-04-12 20:47:42.652214,DEF,buy,89.55,54 ++2023-04-13 22:22:34.882361,ABC,sell,91.39,68 ++2023-04-14 18:01:41.527836,ABC,sell,91.05,66 ++2023-04-15 21:56:25.954170,ABC,sell,91.28,44 ++2023-04-17 05:42:03.407601,DEF,sell,92.07,309 ++2023-04-18 12:29:02.046025,ABC,buy,91.67,165 ++2023-04-19 04:50:26.162191,ABC,buy,90.57,116 ++2023-04-19 21:43:44.975374,DEF,sell,92.51,78 ++2023-04-20 11:46:24.412727,DEF,sell,92.68,10 ++2023-04-21 16:27:49.911587,ABC,sell,90.7,97 ++2023-04-22 12:54:20.245154,ABC,buy,88.78,24 ++2023-04-23 16:31:24.030879,ABC,sell,90.6,10 ++2023-04-24 13:52:50.136456,DEF,buy,88.91,97 ++2023-04-25 09:46:30.364784,ABC,sell,90.23,12 ++2023-04-26 04:46:33.893763,DEF,sell,87.8,36 ++2023-04-27 14:22:50.456142,DEF,buy,86.97,36 ++2023-04-28 04:49:46.211958,ABC,buy,86.95,91 ++2023-04-29 01:48:51.589551,DEF,buy,87.67,218 ++2023-04-29 19:29:25.399524,DEF,sell,89.74,66 ++2023-04-30 19:49:28.826928,ABC,buy,87.07,124 ++2023-05-01 20:55:04.062797,DEF,buy,88.56,78 ++2023-05-02 20:19:24.480846,ABC,buy,87.27,72 ++2023-05-04 01:44:23.615510,DEF,sell,90.52,30 ++2023-05-04 14:04:04.107108,DEF,buy,87.44,105 ++2023-05-05 18:12:05.988554,ABC,buy,90.6,94 ++2023-05-06 20:58:04.980412,DEF,sell,92.12,104 ++2023-05-08 03:10:45.323558,DEF,sell,90.63,35 ++2023-05-08 18:26:46.283250,DEF,sell,90.26,85 ++2023-05-09 16:05:07.841797,DEF,buy,90.77,15 ++2023-05-10 18:01:47.743809,ABC,buy,89.52,61 ++2023-05-11 14:49:30.662966,DEF,buy,89.59,266 ++2023-05-12 10:01:47.794162,ABC,buy,87.94,42 ++2023-05-13 07:11:56.957857,ABC,buy,87.95,21 ++2023-05-14 02:41:42.311557,ABC,sell,89.53,21 ++2023-05-15 05:51:29.951368,DEF,buy,86.37,27 ++2023-05-16 13:12:55.060661,ABC,sell,89.05,162 ++2023-05-17 22:43:14.953408,DEF,buy,87.94,121 ++2023-05-19 00:06:46.717335,DEF,buy,88.56,119 ++2023-05-19 12:48:39.243120,ABC,sell,89.8,179 ++2023-05-20 21:54:02.271550,DEF,sell,90.88,144 ++2023-05-22 01:38:51.241220,ABC,sell,88.46,75 ++2023-05-23 00:39:54.702241,DEF,buy,85.9,60 ++2023-05-24 11:31:02.402748,DEF,sell,88.08,63 ++2023-05-25 18:08:56.434671,ABC,buy,85.97,133 ++2023-05-26 23:32:02.775990,ABC,buy,86.71,18 ++2023-05-27 15:36:33.292894,ABC,buy,87.0,238 ++2023-05-29 03:19:09.494860,DEF,sell,92.91,70 ++2023-05-29 20:23:11.758921,ABC,sell,91.85,9 ++2023-05-31 05:32:58.986402,ABC,sell,90.93,61 ++2023-06-01 15:25:34.560783,DEF,buy,87.9,45 ++2023-06-03 02:12:57.522144,DEF,buy,88.84,87 ++2023-06-04 14:00:54.356381,ABC,sell,93.17,48 ++2023-06-06 01:27:27.976947,ABC,sell,91.34,124 ++2023-06-07 12:05:46.054604,DEF,sell,93.21,101 ++2023-06-08 15:11:28.937774,DEF,sell,92.92,12 ++2023-06-09 20:35:00.094628,DEF,sell,91.77,15 ++2023-06-10 23:39:55.741120,ABC,sell,94.41,160 ++2023-06-12 09:18:29.860705,ABC,sell,92.77,188 ++2023-06-13 08:03:24.480430,ABC,sell,93.11,101 ++2023-06-14 19:19:18.760074,ABC,buy,89.12,197 ++2023-06-16 06:13:12.802924,DEF,sell,90.54,65 ++2023-06-17 09:51:09.732523,DEF,buy,90.33,12 ++2023-06-18 16:47:07.801043,ABC,buy,89.63,9 ++2023-06-19 15:05:06.885374,DEF,sell,93.7,50 ++2023-06-20 16:42:40.676078,DEF,buy,89.35,76 ++2023-06-22 04:37:51.485390,ABC,sell,90.95,133 ++2023-06-22 18:41:58.124665,DEF,buy,87.07,72 ++2023-06-23 21:21:26.740902,DEF,buy,88.4,151 ++2023-06-25 08:57:47.996568,DEF,buy,87.2,114 ++2023-06-26 07:36:55.198396,DEF,buy,85.94,35 ++2023-06-27 06:34:19.393621,DEF,sell,87.96,30 ++2023-06-28 16:46:25.582466,ABC,sell,87.83,96 ++2023-06-30 04:18:02.172431,DEF,buy,86.03,133 ++2023-06-30 21:56:03.223566,DEF,buy,88.06,17 ++2023-07-01 14:20:15.453329,ABC,sell,89.64,160 ++2023-07-02 11:33:37.523006,ABC,buy,88.12,92 ++2023-07-03 12:51:27.321335,ABC,sell,91.38,171 ++2023-07-04 14:00:08.271261,DEF,sell,91.7,108 ++2023-07-05 21:25:25.560732,ABC,sell,92.6,6 ++2023-07-06 12:41:37.136733,ABC,buy,90.12,47 ++2023-07-07 05:50:58.838494,DEF,buy,90.88,17 ++2023-07-08 13:21:19.746578,DEF,buy,92.11,27 ++2023-07-09 15:07:04.828547,ABC,buy,92.69,104 ++2023-07-10 15:16:39.383170,ABC,sell,95.73,22 ++2023-07-11 05:27:14.061780,ABC,sell,96.25,115 ++2023-07-12 08:04:27.987416,ABC,buy,93.46,42 ++2023-07-12 22:54:32.253132,DEF,buy,93.35,15 ++2023-07-13 12:37:42.305832,ABC,buy,93.24,89 ++2023-07-14 02:23:23.982489,DEF,buy,92.33,134 ++2023-07-14 16:25:23.064154,ABC,buy,92.71,126 ++2023-07-16 02:10:17.957288,ABC,buy,92.41,157 ++2023-07-17 01:30:06.518618,DEF,sell,95.02,19 ++2023-07-17 14:24:42.707699,DEF,sell,93.75,40 ++2023-07-19 01:40:03.000958,ABC,sell,90.81,142 ++2023-07-19 21:04:14.003036,ABC,buy,89.93,41 ++2023-07-20 23:22:45.644430,DEF,buy,88.57,77 ++2023-07-22 10:53:18.801963,DEF,buy,89.22,143 ++2023-07-23 11:34:55.481193,ABC,buy,91.43,27 ++2023-07-24 19:47:19.571840,DEF,sell,94.94,71 ++2023-07-25 09:04:40.949744,DEF,buy,90.82,88 ++2023-07-26 16:34:28.922993,DEF,buy,88.11,84 ++2023-07-28 03:37:25.543433,DEF,sell,90.91,82 ++2023-07-28 19:49:17.655921,DEF,sell,90.08,187 ++2023-07-29 20:17:43.009071,ABC,buy,88.59,90 ++2023-07-31 04:49:16.489519,ABC,sell,92.8,109 ++2023-08-01 07:23:04.235842,ABC,buy,88.31,154 ++2023-08-02 10:39:30.341323,ABC,buy,89.37,79 ++2023-08-03 14:53:03.620387,DEF,buy,91.3,145 ++2023-08-04 09:19:51.735446,ABC,buy,90.06,24 ++2023-08-05 18:37:51.168197,ABC,buy,88.72,155 ++2023-08-06 09:35:15.208491,ABC,buy,90.9,209 ++2023-08-07 16:15:31.516002,ABC,buy,89.25,24 ++2023-08-08 05:08:51.576445,ABC,buy,87.12,61 ++2023-08-09 02:09:27.561051,ABC,buy,87.38,45 ++2023-08-09 14:49:00.209819,ABC,sell,89.15,35 ++2023-08-11 00:10:40.120356,ABC,buy,87.29,93 ++2023-08-12 08:19:10.098517,DEF,sell,89.98,52 ++2023-08-13 18:14:09.632993,ABC,buy,86.7,31 ++2023-08-14 18:19:11.250225,ABC,sell,87.56,125 ++2023-08-15 12:30:37.181473,DEF,buy,86.21,93 ++2023-08-16 11:56:32.206979,DEF,sell,89.24,18 ++2023-08-17 21:43:33.599736,DEF,buy,86.69,52 ++2023-08-19 05:48:37.328625,ABC,buy,85.38,11 ++2023-08-20 06:36:29.398400,ABC,buy,86.64,24 ++2023-08-21 13:52:21.893069,ABC,sell,90.96,13 ++2023-08-23 00:28:33.276825,DEF,sell,91.19,123 ++2023-08-24 03:43:48.772888,DEF,sell,92.56,10 ++2023-08-25 11:53:47.638597,ABC,sell,90.08,38 ++2023-08-26 15:31:55.820035,DEF,buy,89.26,54 ++2023-08-27 13:53:39.204627,ABC,buy,89.4,83 ++2023-08-28 23:17:09.028004,ABC,buy,90.2,41 ++2023-08-29 22:43:54.432461,ABC,buy,91.39,71 ++2023-08-30 16:41:31.924781,ABC,sell,92.13,20 ++2023-08-31 14:58:10.205630,DEF,sell,92.31,15 ++2023-09-01 09:02:02.324862,DEF,sell,93.16,119 ++2023-09-02 16:39:50.443150,DEF,buy,91.32,226 ++2023-09-03 23:14:27.456528,DEF,buy,92.36,78 ++2023-09-05 01:42:02.632794,ABC,buy,90.42,0 ++2023-09-06 00:15:51.827622,ABC,buy,91.38,5 ++2023-09-06 16:24:37.113008,DEF,buy,92.36,243 ++2023-09-07 12:08:32.823188,ABC,buy,94.25,120 ++2023-09-08 12:41:56.109149,ABC,sell,94.26,89 ++2023-09-09 16:54:27.164990,ABC,sell,94.98,179 ++2023-09-11 00:44:11.823364,ABC,sell,95.31,46 ++2023-09-12 11:25:02.194673,DEF,buy,92.57,145 ++2023-09-13 15:48:10.657019,DEF,buy,92.29,130 ++2023-09-14 16:42:22.689995,ABC,buy,91.61,25 ++2023-09-15 23:16:46.938978,ABC,sell,94.86,127 ++2023-09-16 21:45:59.591369,ABC,sell,95.88,78 ++2023-09-18 08:52:14.693401,DEF,buy,91.31,25 ++2023-09-18 22:09:41.777058,ABC,sell,94.54,24 ++2023-09-19 12:06:07.435893,ABC,buy,92.66,102 ++2023-09-20 13:52:57.080871,DEF,buy,90.21,21 ++2023-09-22 00:06:22.211660,ABC,buy,91.23,161 ++2023-09-22 20:15:51.408955,DEF,buy,93.57,64 ++2023-09-23 10:53:21.795632,DEF,sell,97.01,16 ++2023-09-24 13:47:26.306975,DEF,buy,95.46,168 ++2023-09-25 02:23:56.271048,DEF,sell,98.29,10 ++2023-09-25 22:56:22.696217,ABC,sell,98.42,67 ++2023-09-27 05:52:50.422744,DEF,sell,97.32,101 ++2023-09-28 08:56:31.062121,ABC,sell,96.47,23 ++2023-09-29 05:33:57.174717,ABC,buy,95.39,11 ++2023-09-30 09:06:30.793353,ABC,sell,99.06,122 ++2023-10-01 02:17:11.680513,ABC,sell,97.92,9 ++2023-10-02 01:29:52.878457,ABC,buy,96.32,21 ++2023-10-03 03:07:44.593699,ABC,sell,99.58,49 ++2023-10-04 08:40:41.985235,ABC,buy,98.12,6 ++2023-10-05 09:17:14.855530,ABC,buy,97.47,43 ++2023-10-06 04:45:49.744017,ABC,sell,99.48,7 ++2023-10-06 23:03:47.965134,ABC,buy,96.72,305 ++2023-10-07 11:33:36.397729,DEF,sell,98.3,146 ++2023-10-08 07:39:15.293243,DEF,sell,100.68,282 ++2023-10-09 19:08:52.593894,DEF,sell,101.97,131 ++2023-10-10 10:38:57.677433,DEF,buy,99.54,107 ++2023-10-11 22:03:38.186412,DEF,buy,99.4,72 ++2023-10-12 17:18:23.717228,DEF,buy,99.29,33 ++2023-10-13 15:58:57.919362,DEF,sell,100.96,49 ++2023-10-14 08:23:21.525806,DEF,buy,99.6,110 ++2023-10-15 12:27:20.463605,DEF,buy,98.56,89 ++2023-10-16 06:05:15.983764,DEF,sell,100.17,35 ++2023-10-17 10:58:18.501174,ABC,buy,98.08,76 ++2023-10-18 15:50:00.641144,DEF,buy,97.57,81 ++2023-10-19 20:25:04.460115,ABC,buy,98.9,8 ++2023-10-20 19:05:20.305894,DEF,buy,97.14,148 ++2023-10-21 11:46:33.970828,DEF,sell,99.52,5 ++2023-10-22 14:41:57.629958,DEF,sell,101.07,109 ++2023-10-24 00:10:41.944881,ABC,sell,101.1,172 ++2023-10-25 05:38:34.434146,DEF,sell,102.14,73 ++2023-10-26 09:33:29.117857,DEF,sell,102.28,139 ++2023-10-27 00:24:38.529376,ABC,sell,103.01,98 ++2023-10-27 16:09:40.976242,ABC,buy,100.84,57 ++2023-10-28 19:09:31.446546,ABC,sell,99.98,72 ++2023-10-29 17:47:21.993418,ABC,buy,99.38,46 ++2023-10-30 19:11:19.680684,DEF,sell,102.91,239 ++2023-10-31 21:37:58.437022,DEF,sell,104.66,67 ++2023-11-01 23:15:39.961086,ABC,sell,101.8,13 ++2023-11-02 19:24:31.982920,ABC,buy,99.41,120 ++2023-11-03 15:09:44.629175,DEF,buy,98.01,33 ++2023-11-04 08:17:01.187110,ABC,sell,100.21,84 ++2023-11-05 07:30:58.153090,DEF,sell,99.4,50 ++2023-11-06 16:28:21.308385,ABC,buy,97.4,21 ++2023-11-07 09:21:28.659327,ABC,sell,102.2,169 ++2023-11-08 17:42:13.436968,ABC,sell,102.12,60 ++2023-11-10 01:06:07.434395,DEF,buy,100.07,183 ++2023-11-11 06:14:14.080885,DEF,buy,100.77,9 ++2023-11-12 02:29:04.472709,DEF,buy,100.95,175 ++2023-11-13 13:40:13.793581,ABC,sell,103.23,1 ++2023-11-14 06:43:42.242490,DEF,buy,100.72,101 ++2023-11-15 02:26:27.808282,ABC,buy,100.81,75 ++2023-11-16 09:34:57.032824,ABC,buy,102.14,82 ++2023-11-17 10:29:55.210262,ABC,buy,101.82,177 ++2023-11-18 09:41:16.637285,DEF,sell,104.92,125 ++2023-11-19 11:58:41.268220,ABC,buy,101.07,55 ++2023-11-20 06:37:37.075348,ABC,sell,104.18,51 ++2023-11-21 01:38:32.300365,DEF,sell,103.54,115 ++2023-11-22 10:47:06.087450,ABC,sell,105.03,47 ++2023-11-23 21:56:18.970255,ABC,buy,102.52,174 ++2023-11-24 21:18:39.396090,ABC,buy,101.78,103 ++2023-11-26 08:55:45.360056,ABC,sell,102.91,5 ++2023-11-27 16:56:01.404311,DEF,sell,104.01,305 ++2023-11-29 03:54:54.513440,DEF,sell,104.18,51 ++2023-11-30 13:34:04.985927,ABC,sell,102.2,52 ++2023-12-01 14:31:44.343937,DEF,buy,102.47,23 ++2023-12-02 03:35:47.837837,DEF,sell,103.22,90 ++2023-12-03 05:09:47.937281,ABC,buy,102.33,76 ++2023-12-03 20:28:20.062770,ABC,sell,104.15,46 ++2023-12-05 06:28:25.244244,DEF,sell,105.39,135 ++2023-12-06 05:14:01.659691,DEF,buy,103.01,119 ++2023-12-06 21:52:04.838762,ABC,buy,103.44,137 ++2023-12-08 03:27:57.784722,ABC,buy,102.95,154 ++2023-12-08 19:17:48.627925,ABC,buy,104.49,200 ++2023-12-09 19:05:01.747075,ABC,sell,104.28,211 ++2023-12-10 15:43:09.146037,ABC,sell,105.8,51 ++2023-12-11 08:21:54.589367,ABC,sell,106.22,97 ++2023-12-11 20:51:00.954873,ABC,sell,106.0,105 ++2023-12-13 00:55:44.307877,ABC,buy,103.7,88 ++2023-12-14 02:59:06.890918,ABC,buy,103.39,96 ++2023-12-15 12:28:40.332153,ABC,buy,104.5,136 ++2023-12-16 06:45:17.021466,ABC,buy,100.73,185 ++2023-12-17 06:21:56.223708,ABC,buy,103.5,52 ++2023-12-18 06:58:57.897972,ABC,sell,106.91,118 ++2023-12-19 17:31:10.266563,DEF,sell,106.65,140 ++2023-12-20 09:08:05.645708,ABC,sell,105.02,53 ++2023-12-21 03:39:32.051180,DEF,buy,103.4,18 ++2023-12-22 09:22:48.824301,DEF,buy,102.16,38 ++2023-12-23 16:50:49.309111,DEF,buy,103.76,154 ++2023-12-24 21:55:10.608415,ABC,buy,104.23,118 ++2023-12-25 14:59:20.492220,ABC,buy,105.45,65 ++2023-12-27 00:08:17.482758,DEF,buy,105.95,145 ++2023-12-27 22:52:15.641019,DEF,buy,106.7,236 ++2023-12-28 23:09:02.389510,ABC,sell,109.09,91 ++2023-12-29 22:41:05.926186,DEF,sell,110.85,52 ++2023-12-30 10:52:12.403612,DEF,sell,110.5,107 ++2023-12-31 04:22:58.702656,ABC,sell,108.73,117 ++2024-01-01 15:46:45.687152,DEF,sell,110.54,96 ++2024-01-02 23:36:27.278885,DEF,buy,110.37,120 ++2024-01-04 01:13:42.055786,DEF,buy,111.0,66 ++2024-01-04 16:37:11.014440,ABC,sell,112.85,104 ++2024-01-05 22:46:35.900027,DEF,buy,108.76,9 ++2024-01-06 21:32:05.087230,DEF,sell,111.98,157 ++2024-01-08 03:06:42.170619,DEF,sell,109.84,182 ++2024-01-09 01:20:15.959344,ABC,sell,110.11,13 ++2024-01-09 19:29:09.387744,ABC,buy,108.84,28 ++2024-01-10 22:22:55.813324,DEF,buy,108.77,88 ++2024-01-12 07:27:02.566412,DEF,sell,110.18,126 ++2024-01-12 22:33:45.152941,ABC,sell,109.02,131 ++2024-01-14 07:41:20.711656,ABC,sell,108.07,124 ++2024-01-14 21:10:14.174666,DEF,sell,108.36,118 ++2024-01-15 23:43:02.551931,ABC,buy,104.09,0 ++2024-01-17 04:10:31.537302,DEF,sell,107.62,186 ++2024-01-18 03:33:30.497442,ABC,sell,109.65,80 ++2024-01-19 02:53:57.473813,ABC,sell,109.24,108 ++2024-01-20 07:52:10.337703,DEF,sell,110.04,58 ++2024-01-21 08:11:01.812291,DEF,sell,108.96,32 ++2024-01-21 22:36:09.210959,ABC,sell,107.6,98 ++2024-01-23 06:31:31.187251,ABC,sell,109.14,211 ++2024-01-24 00:45:28.383711,DEF,sell,109.82,131 ++2024-01-24 21:54:53.664044,DEF,sell,108.91,126 ++2024-01-26 04:39:39.178731,DEF,buy,107.2,30 ++2024-01-26 18:28:15.684474,DEF,sell,111.63,69 ++2024-01-27 10:20:04.985486,ABC,sell,108.69,140 ++2024-01-28 08:23:43.522705,ABC,buy,107.0,19 ++2024-01-29 10:47:50.065081,ABC,sell,109.48,58 ++2024-01-30 22:38:50.999795,ABC,sell,108.89,0 +-- +2.37.1.windows.1 + diff --git a/Git-Patch-Files/Git-Patch-File_Task3.patch b/Git-Patch-Files/Git-Patch-File_Task3.patch new file mode 100644 index 0000000..4b5125b --- /dev/null +++ b/Git-Patch-Files/Git-Patch-File_Task3.patch @@ -0,0 +1,554 @@ +From ef739af18fc4d795dfd549a7e52f5ca34e627b37 Mon Sep 17 00:00:00 2001 +From: Matt Black +Date: Fri, 5 Aug 2022 11:40:15 -0400 +Subject: [PATCH] Create Patch File + +--- + package-lock.json | 205 +++++++++++++++++++++++++++++++++++------ + src/DataManipulator.ts | 38 +++++--- + src/Graph.tsx | 34 ++++--- + 3 files changed, 223 insertions(+), 54 deletions(-) + +diff --git a/package-lock.json b/package-lock.json +index 3c8c001..9829cd1 100644 +--- a/package-lock.json ++++ b/package-lock.json +@@ -1,5 +1,5 @@ + { +- "name": "bank-merge-co-task-2", ++ "name": "bank-merge-co-task-3", + "version": "0.1.0", + "lockfileVersion": 1, + "requires": true, +@@ -1507,9 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"buffer-fill": { + "version": "1.0.0", + "resolved": "https://registry.npmjs.org/buffer-fill/-/buffer-fill-1.0.0.tgz", +@@ -4937,9 +4956,9 @@ + } + }, + "csstype": { +- "version": "2.6.2", +- "resolved": "https://registry.npmjs.org/csstype/-/csstype-2.6.2.tgz", +- "integrity": "sha512-Rl7PvTae0pflc1YtxtKbiSqq20Ts6vpIYOD5WBafl4y123DyHUeLrRdQP66sQW8/6gmX8jrYJLXwNeMqYVJcow==" ++ "version": "3.1.0", ++ "resolved": "https://registry.npmjs.org/csstype/-/csstype-3.1.0.tgz", ++ "integrity": "sha512-uX1KG+x9h5hIJsaKR9xHUeUraxf8IODOwq9JLNPq6BwB04a/xgpq3rcx47l5BZu5zBPlgD342tdke3Hom/nJRA==" + }, + "cyclist": { + "version": "0.2.2", +@@ -5527,6 +5546,19 @@ + "es6-symbol": "^3.1.1" + } + }, ++ "es6-promise": { ++ "version": "4.2.8", ++ "resolved": "https://registry.npmjs.org/es6-promise/-/es6-promise-4.2.8.tgz", ++ "integrity": "sha512-HJDGx5daxeIvxdBxvG2cb9g4tEvwIk3i8+nhX0yGrYmZUzbkdg8QbDevheDB8gd0//uPj4c1EQua8Q+MViT0/w==" ++ }, ++ "es6-promisify": { ++ "version": "5.0.0", ++ "resolved": 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"requires": { ++ "ms": "2.0.0" ++ } ++ }, ++ "minimist": { ++ "version": "1.2.6", ++ "resolved": "https://registry.npmjs.org/minimist/-/minimist-1.2.6.tgz", ++ "integrity": "sha512-Jsjnk4bw3YJqYzbdyBiNsPWHPfO++UGG749Cxs6peCu5Xg4nrena6OVxOYxrQTqww0Jmwt+Ref8rggumkTLz9Q==" ++ }, ++ "mkdirp": { ++ "version": "0.5.6", ++ "resolved": "https://registry.npmjs.org/mkdirp/-/mkdirp-0.5.6.tgz", ++ "integrity": "sha512-FP+p8RB8OWpF3YZBCrP5gtADmtXApB5AMLn+vdyA+PyxCjrCs00mjyUozssO33cwDeT3wNGdLxJ5M//YqtHAJw==", ++ "requires": { ++ "minimist": "^1.2.6" ++ } ++ }, ++ "ms": { ++ "version": "2.0.0", ++ "resolved": "https://registry.npmjs.org/ms/-/ms-2.0.0.tgz", ++ "integrity": "sha512-Tpp60P6IUJDTuOq/5Z8cdskzJujfwqfOTkrwIwj7IRISpnkJnT6SyJ4PCPnGMoFjC9ddhal5KVIYtAt97ix05A==" ++ } ++ } ++ }, + "extsprintf": { + "version": "1.3.0", + "resolved": "https://registry.npmjs.org/extsprintf/-/extsprintf-1.3.0.tgz", +@@ -6523,6 +6594,14 @@ + "bser": "^2.0.0" + } + }, ++ "fd-slicer": { ++ "version": "1.1.0", ++ "resolved": "https://registry.npmjs.org/fd-slicer/-/fd-slicer-1.1.0.tgz", ++ "integrity": "sha512-cE1qsB/VwyQozZ+q1dGxR8LBYNZeofhEdUNGSMbQD3Gw2lAzX9Zb3uIU6Ebc/Fmyjo9AWWfnn0AUCHqtevs/8g==", ++ "requires": { ++ "pend": "~1.2.0" ++ } ++ }, + "figgy-pudding": { + "version": "3.5.1", + "resolved": "https://registry.npmjs.org/figgy-pudding/-/figgy-pudding-3.5.1.tgz", +@@ -7089,11 +7168,13 @@ + }, + "balanced-match": { + "version": "1.0.0", +- "bundled": true ++ "bundled": true, ++ "optional": true + }, + "brace-expansion": { + "version": "1.1.11", + "bundled": true, ++ "optional": true, + "requires": { + "balanced-match": "^1.0.0", + "concat-map": "0.0.1" +@@ -7106,15 +7187,18 @@ + }, + "code-point-at": { + "version": "1.1.0", +- "bundled": true ++ "bundled": true, ++ "optional": true + }, + "concat-map": { + "version": "0.0.1", +- "bundled": true ++ "bundled": true, ++ "optional": true + }, + "console-control-strings": { + "version": "1.1.0", +- "bundled": true ++ "bundled": true, ++ "optional": true + }, + "core-util-is": { + "version": "1.0.2", +@@ -7217,7 +7301,8 @@ + }, + "inherits": { + "version": "2.0.3", +- "bundled": true ++ "bundled": true, ++ "optional": true + }, + "ini": { + "version": "1.3.5", +@@ -7227,6 +7312,7 @@ + "is-fullwidth-code-point": { + "version": "1.0.0", + "bundled": true, ++ "optional": true, + "requires": { + "number-is-nan": "^1.0.0" + } +@@ -7239,17 +7325,20 @@ + "minimatch": { + "version": "3.0.4", + "bundled": true, ++ "optional": true, + "requires": { + "brace-expansion": "^1.1.7" + } + }, + "minimist": { + "version": "0.0.8", +- "bundled": true ++ "bundled": true, ++ "optional": true + }, + "minipass": { + "version": "2.2.4", + "bundled": true, ++ "optional": true, + "requires": { + "safe-buffer": "^5.1.1", + "yallist": "^3.0.0" +@@ -7266,6 +7355,7 @@ + "mkdirp": { + "version": "0.5.1", + "bundled": true, ++ "optional": true, + "requires": { + "minimist": "0.0.8" + } +@@ -7338,7 +7428,8 @@ + }, + "number-is-nan": { + "version": 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"resolved": "https://registry.npmjs.org/debug/-/debug-3.2.7.tgz", ++ "integrity": "sha512-CFjzYYAi4ThfiQvizrFQevTTXHtnCqWfe7x1AhgEscTz6ZbLbfoLRLPugTQyBth6f8ZERVUSyWHFD/7Wu4t1XQ==", ++ "requires": { ++ "ms": "^2.1.1" ++ } ++ } ++ } ++ }, + "iconv-lite": { + "version": "0.4.24", + "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.4.24.tgz", +@@ -11425,6 +11537,11 @@ + "sha.js": "^2.4.8" + } + }, ++ "pend": { ++ "version": "1.2.0", ++ "resolved": "https://registry.npmjs.org/pend/-/pend-1.2.0.tgz", ++ "integrity": "sha512-F3asv42UuXchdzt+xXqfW1OGlVBe+mxa2mqI0pg5yAHZPvFmY3Y6drSf/GQ1A86WgWEN9Kzh/WrgKa6iGcHXLg==" ++ }, + "performance-now": { + "version": "2.1.0", + "resolved": "https://registry.npmjs.org/performance-now/-/performance-now-2.1.0.tgz", +@@ -15518,6 +15635,11 @@ + "ipaddr.js": "1.8.0" + } + }, ++ "proxy-from-env": { ++ "version": "1.1.0", ++ "resolved": "https://registry.npmjs.org/proxy-from-env/-/proxy-from-env-1.1.0.tgz", ++ "integrity": 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@@ + } + }, + "react": { +- "version": "16.7.0", +- "resolved": "https://registry.npmjs.org/react/-/react-16.7.0.tgz", +- "integrity": "sha512-StCz3QY8lxTb5cl2HJxjwLFOXPIFQp+p+hxQfc8WE0QiLfCtIlKj8/+5tjjKm8uSTlAW+fCPaavGFS06V9Ar3A==", ++ "version": "16.14.0", ++ "resolved": "https://registry.npmjs.org/react/-/react-16.14.0.tgz", ++ "integrity": "sha512-0X2CImDkJGApiAlcf0ODKIneSwBPhqJawOa5wCtKbu7ZECrmS26NvtSILynQ66cgkT/RJ4LidJOc3bUESwmU8g==", + "requires": { + "loose-envify": "^1.1.0", + "object-assign": "^4.1.1", +- "prop-types": "^15.6.2", +- "scheduler": "^0.12.0" ++ "prop-types": "^15.6.2" + } + }, + "react-app-polyfill": { +@@ -15813,14 +15949,14 @@ + } + }, + "react-dom": { +- "version": "16.7.0", +- "resolved": "https://registry.npmjs.org/react-dom/-/react-dom-16.7.0.tgz", +- "integrity": "sha512-D0Ufv1ExCAmF38P2Uh1lwpminZFRXEINJe53zRAbm4KPwSyd6DY/uDoS0Blj9jvPpn1+wivKpZYc8aAAN/nAkg==", ++ "version": "16.14.0", ++ "resolved": "https://registry.npmjs.org/react-dom/-/react-dom-16.14.0.tgz", ++ "integrity": "sha512-1gCeQXDLoIqMgqD3IO2Ah9bnf0w9kzhwN5q4FGnHZ67hBm9yePzB5JJAIQCc8x3pFnNlwFq4RidZggNAAkzWWw==", + "requires": { + "loose-envify": "^1.1.0", + "object-assign": "^4.1.1", + "prop-types": "^15.6.2", +- "scheduler": "^0.12.0" ++ "scheduler": "^0.19.1" + } + }, + "react-error-overlay": { +@@ -17025,9 +17161,9 @@ + } + }, + "scheduler": { +- "version": "0.12.0", +- "resolved": "https://registry.npmjs.org/scheduler/-/scheduler-0.12.0.tgz", +- "integrity": "sha512-t7MBR28Akcp4Jm+QoR63XgAi9YgCUmgvDHqf5otgAj4QvdoBE4ImCX0ffehefePPG+aitiYHp0g/mW6s4Tp+dw==", ++ "version": "0.19.1", ++ "resolved": "https://registry.npmjs.org/scheduler/-/scheduler-0.19.1.tgz", ++ "integrity": "sha512-n/zwRWRYSUj0/3g/otKDRPMh6qv2SYMWNq85IEa8iZyAv8od9zDYpGSnpBEjNgcMNq6Scbu5KfIPxNF72R/2EA==", + "requires": { + "loose-envify": "^1.1.0", + "object-assign": "^4.1.1" +@@ -19606,6 +19742,15 @@ + "camelcase": "^5.0.0", + "decamelize": "^1.2.0" + } ++ }, ++ "yauzl": { ++ "version": "2.10.0", ++ "resolved": "https://registry.npmjs.org/yauzl/-/yauzl-2.10.0.tgz", ++ "integrity": "sha512-p4a9I6X6nu6IhoGmBqAcbJy1mlC4j27vEPZX9F4L4/vZT3Lyq1VkFHw/V/PUcB9Buo+DG3iHkT0x3Qya58zc3g==", ++ "requires": { ++ "buffer-crc32": "~0.2.3", ++ "fd-slicer": "~1.1.0" ++ } + } + } + } +diff --git a/src/DataManipulator.ts b/src/DataManipulator.ts +index f6b15ff..3bdfa98 100644 +--- a/src/DataManipulator.ts ++++ b/src/DataManipulator.ts +@@ -1,20 +1,36 @@ + import { ServerRespond } from './DataStreamer'; + ++// updated the Row interface to match the new schema so that the return object corresponds to the the schema of the table in the Graph component + export interface Row { +- stock: string, +- top_ask_price: number, ++ price_abc: number, ++ price_def: number, ++ ratio: number, + timestamp: Date, ++ upper_bound: number, ++ lower_bound: number, ++ trigger_alert: number | undefined, + } + + ++// updated the generateRow function of the DataManipulator class to properly process the raw server data passed to it so that it can return the processed data rendered by the Graph component table + export class DataManipulator { +- static generateRow(serverResponds: ServerRespond[]): Row[] { +- return serverResponds.map((el: any) => { +- return { +- stock: el.stock, +- top_ask_price: el.top_ask && el.top_ask.price || 0, +- timestamp: el.timestamp, +- }; +- }) ++ // the serverRespond is accessed as an array. with the first element (0-index) being assigned to stock ABC and the second element (1-index) assigned to stock DEF. This allowed us to plug in ++ // values to the formulas that we used previously to compute for prices and ratio. ++ static generateRow(serverResponds: ServerRespond[]): Row { ++ const priceABC = (serverResponds[0].top_ask.price + serverResponds[0].top_bid.price) / 2; ++ const priceDEF = (serverResponds[1].top_ask.price + serverResponds[1].top_bid.price) / 2; ++ const ratio = priceABC / priceDEF; ++ const upper_bound = 1 + 0.05; ++ const lower_bound = 1 - 0.05; ++ return { // updated the return value to change from an array of Row objects to just a single Row object ++ price_abc: priceABC, ++ price_def: priceDEF, ++ ratio, ++ timestamp: serverResponds[0].timestamp > serverResponds[1].timestamp ? ++ serverResponds[0].timestamp : serverResponds[1].timestamp, ++ upper_bound: upper_bound, // the upper_bound and lower_bound are fairly constant for any data point, allowing us to maintain them as steady upper and lower lines in the graph. ++ lower_bound: lower_bound, ++ trigger_alert: (ratio > upper_bound || ratio < lower_bound ) ? ratio : undefined, ++ }; ++ } + } +-} +diff --git a/src/Graph.tsx b/src/Graph.tsx +index 58fb997..d6d0776 100644 +--- a/src/Graph.tsx ++++ b/src/Graph.tsx +@@ -22,11 +22,15 @@ class Graph extends Component { + // Get element from the DOM. + const elem = document.getElementsByTagName('perspective-viewer')[0] as unknown as PerspectiveViewerElement; + ++ // added elements to const schema to allow tracking of the ratio between price_abc and price_def, along with upper/lower bounds and a trigger_alert when the bounds are crossed + const schema = { +- stock: 'string', +- top_ask_price: 'float', +- top_bid_price: 'float', ++ price_abc: 'float', ++ price_def: 'float', ++ ratio: 'float', + timestamp: 'date', ++ upper_bound: 'float', ++ lower_bound: 'float', ++ trigger_alert: 'float' + }; + + if (window.perspective && window.perspective.worker()) { +@@ -34,25 +38,29 @@ class Graph extends Component { + } + if (this.table) { + // Load the `table` in the `` DOM reference. ++ // added and modified attributes to the below elements + elem.load(this.table); +- elem.setAttribute('view', 'y_line'); +- elem.setAttribute('column-pivots', '["stock"]'); +- elem.setAttribute('row-pivots', '["timestamp"]'); +- elem.setAttribute('columns', '["top_ask_price"]'); +- elem.setAttribute('aggregates', JSON.stringify({ +- stock: 'distinctcount', +- top_ask_price: 'avg', +- top_bid_price: 'avg', ++ elem.setAttribute('view', 'y_line'); // "view" is set to y_line, as it is the kind of graph we want to visualize the data as ++ elem.setAttribute('row-pivots', '["timestamp"]'); // "row-pivots" applies to the x-axis, allowing us to map each datapoint based on the timestamp ++ elem.setAttribute('columns', '["ratio", "lower_bound", "upper_bound", "trigger_alert"]'); // "columns" allows us to display specific datapoints. Without this, the graph would plot all the fields and values of each datapoint. ++ elem.setAttribute('aggregates', JSON.stringify({ // "aggregates" allows remove duplicated data and consolidate things under one unique data point of "timestamp". ++ price_abc: 'avg', ++ price_def: 'avg', ++ ratio:'avg', + timestamp: 'distinct count', ++ upper_bound: 'avg', ++ lower_bound: 'avg', ++ trigger_alert: 'avg', + })); + } + } + ++ // updated the componentDidUpdate method to change it from an array of Row objects to just a single Row object. This was done to have consistency with the DataManipulator.ts settings. + componentDidUpdate() { + if (this.table) { +- this.table.update( ++ this.table.update([ + DataManipulator.generateRow(this.props.data), +- ); ++ ]); + } + } + } +-- +2.37.1.windows.1 +