mirror of
https://github.com/Toumash/mlflow-docker
synced 2025-12-19 11:39:28 +01:00
adds aws demo
This commit is contained in:
@@ -1 +1,2 @@
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.git
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node_modules
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5
.gitignore
vendored
5
.gitignore
vendored
@@ -141,4 +141,7 @@ Icon
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.AppleDesktop
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Network Trash Folder
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Temporary Items
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.apdisk
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.apdisk
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node_modules/
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.localstack/
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22
README.md
22
README.md
@@ -93,3 +93,25 @@ sudo docker tag mlflow-basis:latest <username_in_dockerhub>/mlflow-basis:<versio
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sudo docker push <username_in_dockerhub>/mlflow-basis:<version>
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```
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AWS S3 based [on this article ](https://dev.to/goodidea/how-to-fake-aws-locally-with-localstack-27me)
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1. [install aws cli](https://aws.amazon.com/cli/)
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```
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aws configure
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AWS Access Key ID [****************123]: AKIAIOSFODNN7EXAMPLE
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AWS Secret Access Key [****************123]: wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY
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Default region name [us-west-2]: us-east-1
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Default output format [json]: <ENTER>
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```
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```shell
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npm i
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aws --endpoint-url=http://localhost:9000 s3 mb s3://mlflow
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aws --endpoint-url=http://localhost:9000 s3api put-bucket-acl --bucket mlflow --acl public-read
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```
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35
another/docker-compose.yml
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35
another/docker-compose.yml
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@@ -0,0 +1,35 @@
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version: '3'
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services:
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sftp:
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image: atmoz/sftp
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#volumes:
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# - <host-dir>/upload:/home/foo/upload
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ports:
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- "2222:22"
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command: ftpuser:ftppass:::0
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networks:
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- A
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database:
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container_name: pg_mlflow
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image: postgres:13
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environment:
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- POSTGRES_USER=pgsql
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- POSTGRES_PASSWORD=pg_password
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- POSTGRES_DB=mlflow
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networks:
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- A
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tracker:
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container_name: tracker_mlflow
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image: tracker_ml
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build:
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context: ./mlflow
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dockerfile: Dockerfile
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ports:
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- "5000:5000"
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networks:
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- A
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entrypoint: mlflow server --default-artifact-root sftp://ftpuser:ftppass@localhost:2222 -h 0.0.0.0
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networks:
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A:
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driver: bridge
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46
aws.js
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46
aws.js
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@@ -0,0 +1,46 @@
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const AWS = require('aws-sdk')
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require('dotenv').config()
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const credentials = {
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accessKeyId: process.env.AWS_ACCESS_KEY_ID,
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secretAccessKey: process.env.AWS_SECRET_KEY,
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}
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const useLocal = process.env.NODE_ENV !== 'production'
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const bucketName = process.env.AWS_BUCKET_NAME
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const s3client = new AWS.S3({
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credentials,
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/**
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* When working locally, we'll use the Localstack endpoints. This is the one for S3.
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* A full list of endpoints for each service can be found in the Localstack docs.
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*/
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endpoint: useLocal ? 'http://localhost:4572' : undefined,
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/**
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* Including this option gets localstack to more closely match the defaults for
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* live S3. If you omit this, you will need to add the bucketName to the `Key`
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* property in the upload function below.
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*
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* see: https://github.com/localstack/localstack/issues/1180
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*/
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s3ForcePathStyle: true,
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})
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const uploadFile = async (data, fileName) =>
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new Promise((resolve) => {
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s3client.upload(
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{
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Bucket: bucketName,
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Key: fileName,
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Body: data,
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},
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(err, response) => {
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if (err) throw err
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resolve(response)
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},
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)
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})
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module.exports = uploadFile
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@@ -1,35 +1,15 @@
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version: '3'
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version: '3.2'
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services:
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sftp:
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image: atmoz/sftp
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#volumes:
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# - <host-dir>/upload:/home/foo/upload
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ports:
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- "2222:22"
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command: ftpuser:ftppass:::0
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networks:
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- A
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database:
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container_name: pg_mlflow
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image: postgres:13
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environment:
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- POSTGRES_USER=pgsql
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- POSTGRES_PASSWORD=pg_password
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- POSTGRES_DB=mlflow
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networks:
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- A
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tracker:
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container_name: tracker_mlflow
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image: tracker_ml
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build:
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context: ./mlflow
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dockerfile: Dockerfile
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ports:
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- "5000:5000"
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networks:
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- A
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entrypoint: mlflow server --default-artifact-root sftp://ftpuser:ftppass@localhost:2222 -h 0.0.0.0
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networks:
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A:
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driver: bridge
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localstack:
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image: minio/minio:latest
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container_name: aws-s3
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ports:
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- 9000:9000
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environment:
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- MINIO_ACCESS_KEY=${AWS_ACCESS_KEY_ID}
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- MINIO_SECRET_KEY=${AWS_SECRET_KEY}
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command:
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server /date
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#volumes:
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# - './.localstack:/tmp/localstack'
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# - '/var/run/docker.sock:/var/run/docker.sock'
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105
package-lock.json
generated
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105
package-lock.json
generated
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@@ -0,0 +1,105 @@
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{
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"requires": true,
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"lockfileVersion": 1,
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"dependencies": {
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"aws-sdk": {
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"version": "2.738.0",
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"resolved": "https://registry.npmjs.org/aws-sdk/-/aws-sdk-2.738.0.tgz",
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"integrity": "sha512-oO1odRT4DGssivoP6lHO3yB6I+5sU0uqpj6UJ0kS5wrHQ9J9EGrictLVKA9y6XhN0sNW+XPNLD9jMMY/A+gXWA==",
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"requires": {
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"buffer": "4.9.2",
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"events": "1.1.1",
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"ieee754": "1.1.13",
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"jmespath": "0.15.0",
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"querystring": "0.2.0",
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"sax": "1.2.1",
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"url": "0.10.3",
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"uuid": "3.3.2",
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"xml2js": "0.4.19"
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}
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},
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"base64-js": {
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"version": "1.3.1",
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"resolved": "https://registry.npmjs.org/base64-js/-/base64-js-1.3.1.tgz",
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"integrity": "sha512-mLQ4i2QO1ytvGWFWmcngKO//JXAQueZvwEKtjgQFM4jIK0kU+ytMfplL8j+n5mspOfjHwoAg+9yhb7BwAHm36g=="
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},
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"buffer": {
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"version": "4.9.2",
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"resolved": "https://registry.npmjs.org/buffer/-/buffer-4.9.2.tgz",
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"integrity": "sha512-xq+q3SRMOxGivLhBNaUdC64hDTQwejJ+H0T/NB1XMtTVEwNTrfFF3gAxiyW0Bu/xWEGhjVKgUcMhCrUy2+uCWg==",
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"requires": {
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"base64-js": "^1.0.2",
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"ieee754": "^1.1.4",
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"isarray": "^1.0.0"
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}
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},
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"dotenv": {
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"version": "8.2.0",
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"resolved": "https://registry.npmjs.org/dotenv/-/dotenv-8.2.0.tgz",
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"integrity": "sha512-8sJ78ElpbDJBHNeBzUbUVLsqKdccaa/BXF1uPTw3GrvQTBgrQrtObr2mUrE38vzYd8cEv+m/JBfDLioYcfXoaw=="
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},
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"events": {
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"version": "1.1.1",
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"resolved": "https://registry.npmjs.org/events/-/events-1.1.1.tgz",
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"integrity": "sha1-nr23Y1rQmccNzEwqH1AEKI6L2SQ="
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},
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"ieee754": {
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"version": "1.1.13",
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"resolved": "https://registry.npmjs.org/ieee754/-/ieee754-1.1.13.tgz",
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"integrity": "sha512-4vf7I2LYV/HaWerSo3XmlMkp5eZ83i+/CDluXi/IGTs/O1sejBNhTtnxzmRZfvOUqj7lZjqHkeTvpgSFDlWZTg=="
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},
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"isarray": {
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"version": "1.0.0",
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"resolved": "https://registry.npmjs.org/isarray/-/isarray-1.0.0.tgz",
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"integrity": "sha1-u5NdSFgsuhaMBoNJV6VKPgcSTxE="
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},
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"jmespath": {
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"version": "0.15.0",
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"resolved": "https://registry.npmjs.org/jmespath/-/jmespath-0.15.0.tgz",
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"integrity": "sha1-o/Iiqarp+Wb10nx5ZRDigJF2Qhc="
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},
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"punycode": {
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"version": "1.3.2",
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"resolved": "https://registry.npmjs.org/punycode/-/punycode-1.3.2.tgz",
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"integrity": "sha1-llOgNvt8HuQjQvIyXM7v6jkmxI0="
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"querystring": {
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"version": "0.2.0",
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"resolved": "https://registry.npmjs.org/querystring/-/querystring-0.2.0.tgz",
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"integrity": "sha1-sgmEkgO7Jd+CDadW50cAWHhSFiA="
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},
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"sax": {
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"version": "1.2.1",
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"resolved": "https://registry.npmjs.org/sax/-/sax-1.2.1.tgz",
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"integrity": "sha1-e45lYZCyKOgaZq6nSEgNgozS03o="
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},
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"url": {
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"integrity": "sha1-Ah5NnHcF8hu/N9A861h2dAJ3TGQ=",
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"querystring": "0.2.0"
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},
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"uuid": {
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"version": "3.3.2",
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"resolved": "https://registry.npmjs.org/uuid/-/uuid-3.3.2.tgz",
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"integrity": "sha512-yXJmeNaw3DnnKAOKJE51sL/ZaYfWJRl1pK9dr19YFCu0ObS231AB1/LbqTKRAQ5kw8A90rA6fr4riOUpTZvQZA=="
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"xml2js": {
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"version": "0.4.19",
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"resolved": "https://registry.npmjs.org/xml2js/-/xml2js-0.4.19.tgz",
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"sax": ">=0.6.0",
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"xmlbuilder": "~9.0.1"
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},
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"xmlbuilder": {
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"version": "9.0.7",
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"resolved": "https://registry.npmjs.org/xmlbuilder/-/xmlbuilder-9.0.7.tgz",
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}
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}
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}
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19
test-upload.js
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19
test-upload.js
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const fs = require('fs')
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const path = require('path')
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const uploadFile = require('./aws')
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const testUpload = () => {
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const filePath = path.resolve(__dirname, 'test_upload.webp')
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const fileStream = fs.createReadStream(filePath)
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const now = new Date()
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const fileName = `test-image-${now.toISOString()}.jpg`
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uploadFile(fileStream, fileName).then((response) => {
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console.log(":)")
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console.log(response)
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}).catch((err) => {
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console.log(":|")
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console.log(err)
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})
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}
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testUpload()
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BIN
test_upload.webp
Normal file
BIN
test_upload.webp
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 12 KiB |
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