eram / tensorflow-stack-ts Goto Github PK

Add DB interafce (SQLite for local-dev, PostgreQLs for prod)

Based on env vars: load tfjs-node or tfjs-node-gpu libraries.

see: https://hackernoon.com/structuring-projects-and-naming-components-in-react-1261b6e18d76

• sequelize-typescript based
• lightweight schema - tensors saved as jsonb
• migration scripts
• store training data in table 1
• store predict input and output in table 2
• load training data on start to train the model
• load old predict to frontend graph

• login
• logout
• register
• frontend integration wit jwt
• enforce jwt on apis
• [ ]

Config from env

Are you aware of that this repo contains dependency on malicious package - event-stream 3.3.6 ?

More info for example: https://snyk.io/blog/malicious-code-found-in-npm-package-event-stream/

npm run build:live gives me an error. I can't manage to compile the TypeScript.

return new TSError(diagnosticText, diagnosticCodes)
^
TSError: ⨯ Unable to compile TypeScript:
src/processOn.ts:39:16 - error TS2345: Argument of type '"unhandledRejection"' is not assignable to parameter of type 'Signals'.

39 process.on("unhandledRejection", (err: Error) => {
~~~~~~~~~~~~~~~~~~~~

at createTSError (C:\Users\I508553\Desktop\Misc\Dev\stack\node_modules\ts-node\src\index.ts:261:12)
at getOutput (C:\Users\I508553\Desktop\Misc\Dev\stack\node_modules\ts-node\src\index.ts:367:40)
at Object.compile (C:\Users\I508553\Desktop\Misc\Dev\stack\node_modules\ts-node\src\index.ts:558:11)
at Module.m._compile (C:\Users\I508553\Desktop\Misc\Dev\stack\node_modules\ts-node\src\index.ts:439:43)
at Module._extensions..js (internal/modules/cjs/loader.js:947:10)
at Object.require.extensions.<computed> [as .ts] (C:\Users\I508553\Desktop\Misc\Dev\stack\node_modules\ts-node\src\index.ts:442:12)
at Module.load (internal/modules/cjs/loader.js:790:32)
at Function.Module._load (internal/modules/cjs/loader.js:703:12)
at Module.require (internal/modules/cjs/loader.js:830:19)
at require (internal/modules/cjs/helpers.js:68:18)

[nodemon] app crashed - waiting for file changes before starting...

Replace nodemon with ts-node-dev >> don't restart the server on file change

Implement error-chain across API data-flow instead of using throws

PM2 config script and PMX integration: cluster manager, central logging, central counters, hot environment changes and health-checks.