For the OSS / Single node
• Build two different TypDB Docker containers, one normal, and the other one with all major ML libraries embedded. These are: DGL.ai. Pytorch & MXNet & Tensorflow.
• Add a sample repo i.e. “Research” with the following workflow demonstrated in Python:
| // Copyright (c) 2021. Marvin Friedrich Lars Hansen. All Rights Reserved. Contact: marvin.hansen@gmail.com | |
| package web_socket | |
| import ( | |
| "testing" | |
| "time" | |
| ) | |
| func TestNewWebSocketClient(t *testing.T) { |
| Second and all subsesquent runs throw a connection timeout error until the IB gateway has been restarted. | |
| API connection failed: TimeoutError() | |
| Traceback (most recent call last): | |
| File "C:/Users/marvi/AppData/Roaming/JetBrains/PyCharm2020.2/scratches/ib-test.py", line 19, in <module> | |
| ib.connect('127.0.0.1', 4003, clientId=49, timeout=7) | |
| File "C:\Users\marvi\Anaconda3\envs\ib-monitor\lib\site-packages\ib_insync\ib.py", line 271, in connect | |
| return self._run(self.connectAsync( | |
| File "C:\Users\marvi\Anaconda3\envs\ib-monitor\lib\site-packages\ib_insync\ib.py", line 310, in _run | |
| return util.run(*awaitables, timeout=self.RequestTimeout) |
| apiVersion: getambassador.io/v2 | |
| kind: Mapping | |
| metadata: | |
| annotations: | |
| getambassador.io/resource-changed: 'true' | |
| name: web | |
| namespace: default | |
| spec: | |
| prefix: /web/ | |
| service: '10.0.1.75:80' |
| from flask import Flask | |
| from flask_httpauth import HTTPTokenAuth | |
| from utils.AuthUtils import authenticate_token | |
| app = Flask(__name__) | |
| auth = HTTPTokenAuth(scheme='Basic') | |
| @auth.verify_token | |
| def verify_token(token): |
| C:\Users\marvi\Anaconda3\python.exe C:/Users/marvi/PycharmProjects/DNL/ScratchFiles/Scratch_Upload.py | |
| Traceback (most recent call last): | |
| File "C:\Users\marvi\Anaconda3\lib\site-packages\urllib3\contrib\pyopenssl.py", line 304, in _send_until_done | |
| return self.connection.send(data) | |
| File "C:\Users\marvi\Anaconda3\lib\site-packages\OpenSSL\SSL.py", line 1737, in send | |
| self._raise_ssl_error(self._ssl, result) | |
| File "C:\Users\marvi\Anaconda3\lib\site-packages\OpenSSL\SSL.py", line 1639, in _raise_ssl_error | |
| raise SysCallError(errno, errorcode.get(errno)) | |
| OpenSSL.SSL.SysCallError: (10054, 'WSAECONNRESET') |
| close-1 0.999928 | |
| close-2 0.999861 | |
| close-3 0.999801 | |
| == | |
| RSI-22 0.9988 | |
| RSI-12 0.997525 | |
| RSI-13 0.996789 | |
| RSI-21 0.996472 | |
| RSI-15 0.996436 | |
| RSI-14 0.996155 |
| Depended variable: "close" | |
| Correlation Matrix | |
| close close-delta ... TRIX-3 TRIX-4 | |
| close 1.000000 0.029377 ... 0.758351 0.792568 | |
| close-delta 0.029377 1.000000 ... 0.210154 0.317279 | |
| close-1 0.999928 0.017344 ... 0.611584 0.499947 | |
| close-2 0.999861 0.017645 ... 0.357971 0.152115 | |
| close-3 0.999801 0.015416 ... 0.050165 -0.228239 | |
| UP_BB 0.808487 0.342091 ... 0.942839 0.989947 |
| #Lib versions | |
| #Python Version: 3.6.7 | |
| #Pandas Version: 0.24.2 | |
| #Numpy Version: 1.16.2 | |
| #FastAI Version: 1.0.50.post1 | |
| #PyTorch Version: 1.0.1.post2 | |
| #GPU Acceleration | |
| #GPU: NVDIA K80 |
| # Preare disk | |
| # Here sdb is the device ID I get from lsblk | |
| # Uncomment if you want to use a shared disk. | |
| # Details on: # https://cloud.google.com/compute/docs/disks/add-persistent-disk | |
| # You can add a persistent disk already when creating a computing instnance | |
| #echo "Format Disk" | |
| #sudo mkfs.ext4 -m 0 -F -E lazy_itable_init=0,lazy_journal_init=0,discard /dev/sdb | |
| #sudo mkdir -p /mnt/disks/data | |
| #echo "Mount Disk" |