diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index a6be6d0da4..4012015131 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -8,7 +8,9 @@
},
"ghcr.io/devcontainers/features/powershell:1.1.0": {},
"ghcr.io/devcontainers/features/azure-cli:1.0.8": {},
- "ghcr.io/azure/azure-dev/azd:latest": {}
+ "ghcr.io/azure/azure-dev/azd:latest": {},
+ // Required for azd to package the app to ACA
+ "ghcr.io/devcontainers/features/docker-in-docker:2": {}
},
"customizations": {
"vscode": {
diff --git a/app/backend/Dockerfile b/app/backend/Dockerfile
new file mode 100644
index 0000000000..2289cf5487
--- /dev/null
+++ b/app/backend/Dockerfile
@@ -0,0 +1,15 @@
+FROM mcr.microsoft.com/devcontainers/python:3.11-bullseye
+
+RUN python -m pip install --upgrade pip
+
+WORKDIR /demo-code
+
+COPY requirements.txt .
+RUN python -m pip install -r requirements.txt
+RUN python -m pip install gunicorn==21.2.0
+
+COPY entrypoint.sh .
+RUN chmod +x entrypoint.sh
+
+COPY . .
+CMD bash -c ". entrypoint.sh"
diff --git a/app/backend/app.py b/app/backend/app.py
index 1a02dd7eaf..258e498c8c 100644
--- a/app/backend/app.py
+++ b/app/backend/app.py
@@ -6,7 +6,7 @@
import aiohttp
import openai
-from azure.identity.aio import DefaultAzureCredential
+from azure.identity.aio import DefaultAzureCredential, ManagedIdentityCredential
from azure.monitor.opentelemetry import configure_azure_monitor
from azure.search.documents.aio import SearchClient
from azure.storage.blob.aio import BlobServiceClient
@@ -131,7 +131,10 @@ async def setup_clients():
# just use 'az login' locally, and managed identity when deployed on Azure). If you need to use keys, use separate AzureKeyCredential instances with the
# keys for each service
# If you encounter a blocking error during a DefaultAzureCredential resolution, you can exclude the problematic credential by using a parameter (ex. exclude_shared_token_cache_credential=True)
- azure_credential = DefaultAzureCredential(exclude_shared_token_cache_credential = True)
+ if os.getenv("AZURE_IDENTITY_ID"):
+ azure_credential = ManagedIdentityCredential(client_id=os.getenv("AZURE_IDENTITY_ID"))
+ else:
+ azure_credential = DefaultAzureCredential(exclude_shared_token_cache_credential = True)
# Set up clients for Cognitive Search and Storage
search_client = SearchClient(
diff --git a/app/backend/entrypoint.sh b/app/backend/entrypoint.sh
new file mode 100644
index 0000000000..1b84b9a526
--- /dev/null
+++ b/app/backend/entrypoint.sh
@@ -0,0 +1,3 @@
+#!/bin/bash
+
+python3 -m gunicorn main:app
diff --git a/app/doc_uploader/.dockerignore b/app/doc_uploader/.dockerignore
new file mode 100644
index 0000000000..7ff5fcf542
--- /dev/null
+++ b/app/doc_uploader/.dockerignore
@@ -0,0 +1,29 @@
+**/__pycache__
+**/.venv
+**/.classpath
+**/.dockerignore
+**/.env
+**/.git
+**/.gitignore
+**/.project
+**/.settings
+**/.toolstarget
+**/.vs
+**/.vscode
+**/*.*proj.user
+**/*.dbmdl
+**/*.jfm
+**/bin
+**/charts
+**/docker-compose*
+**/compose*
+**/Dockerfile*
+**/node_modules
+**/npm-debug.log
+**/obj
+**/secrets.dev.yaml
+**/values.dev.yaml
+LICENSE
+README.md
+**/.parcel-cache
+**/dist
\ No newline at end of file
diff --git a/app/doc_uploader/Dockerfile b/app/doc_uploader/Dockerfile
new file mode 100644
index 0000000000..cdb58b8a97
--- /dev/null
+++ b/app/doc_uploader/Dockerfile
@@ -0,0 +1,35 @@
+FROM node:20-slim AS build
+
+WORKDIR /app
+COPY . .
+WORKDIR /app/client
+RUN npm install && npx parcel build index.html --dist-dir ../dist
+WORKDIR /app
+RUN rm -rf client
+
+# For more information, please refer to https://aka.ms/vscode-docker-python
+FROM python:3.10-slim
+
+EXPOSE 8000
+
+# Keeps Python from generating .pyc files in the container
+ENV PYTHONDONTWRITEBYTECODE=1
+
+# Turns off buffering for easier container logging
+ENV PYTHONUNBUFFERED=1
+
+# Install pip requirements
+COPY --from=build /app/requirements.txt .
+RUN python -m pip install -r requirements.txt
+
+WORKDIR /app
+COPY --from=build /app /app
+
+# Creates a non-root user with an explicit UID and adds permission to access the /app folder
+# For more info, please refer to https://aka.ms/vscode-docker-python-configure-containers
+RUN adduser -u 5678 --disabled-password --gecos "" appuser && chown -R appuser /app
+USER appuser
+
+# During debugging, this entry point will be overridden. For more information, please refer to https://aka.ms/vscode-docker-python-debug
+CMD ["gunicorn", "--bind", "0.0.0.0:8000", "-k", "uvicorn.workers.UvicornWorker", "main:app"]
+# CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "8000"]
diff --git a/app/doc_uploader/build-client.sh b/app/doc_uploader/build-client.sh
new file mode 100755
index 0000000000..05f904ac1d
--- /dev/null
+++ b/app/doc_uploader/build-client.sh
@@ -0,0 +1,3 @@
+cd client
+npx parcel build index.html --dist-dir ../dist
+cd ..
\ No newline at end of file
diff --git a/app/doc_uploader/client/.gitignore b/app/doc_uploader/client/.gitignore
new file mode 100644
index 0000000000..dce36cb63e
--- /dev/null
+++ b/app/doc_uploader/client/.gitignore
@@ -0,0 +1 @@
+.parcel-cache
\ No newline at end of file
diff --git a/app/doc_uploader/client/index.html b/app/doc_uploader/client/index.html
new file mode 100644
index 0000000000..1fbe0cb0e4
--- /dev/null
+++ b/app/doc_uploader/client/index.html
@@ -0,0 +1,14 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/app/doc_uploader/client/index.js b/app/doc_uploader/client/index.js
new file mode 100644
index 0000000000..e52270c2f7
--- /dev/null
+++ b/app/doc_uploader/client/index.js
@@ -0,0 +1,43 @@
+const { BlockBlobClient } = require("@azure/storage-blob");
+
+const fileInput = document.getElementById("file-input");
+const uploadButton = document.getElementById("upload-button");
+const progress = document.getElementById("progress");
+
+uploadButton.addEventListener("click", async () => {
+ progress.innerText = "Uploading...";
+
+ const file = fileInput.files[0];
+ const blobName = file.name;
+ const { sasUrl } = await fetch(`/sas?filename=${blobName}`).then((res) => res.json());
+
+ const blobClient = new BlockBlobClient(sasUrl);
+ await blobClient.uploadBrowserData(file);
+
+ progress.innerText = "Uploaded! Starting job...";
+
+ const jobInfo = await fetch(`/startjob?filename=${blobName}`, { method: "POST" })
+ .then((res) => res.json());
+
+ console.log(JSON.stringify(jobInfo, null, 2));
+
+ const jobName = jobInfo.result?.name;
+ if (jobName) {
+ progress.innerText = `Job ${jobName} started. Waiting for output...`;
+ }
+
+ const logFileUrl = jobInfo.logFileUrl;
+ let tries = 0;
+ while(tries++ < 500) {
+ const logFileResponse = await fetch(logFileUrl);
+ if (logFileResponse.status === 200) {
+ progress.innerText = await logFileResponse.text();
+ window.scrollTo(0, document.body.scrollHeight);
+ if (progress.innerText.match(/Indexed \d+ sections, \d+ succeeded/i)) {
+ break;
+ }
+ }
+ await new Promise((resolve) => setTimeout(resolve, 2000));
+ }
+});
+
diff --git a/app/doc_uploader/client/package-lock.json b/app/doc_uploader/client/package-lock.json
new file mode 100644
index 0000000000..b3fea33265
--- /dev/null
+++ b/app/doc_uploader/client/package-lock.json
@@ -0,0 +1,3681 @@
+{
+ "name": "static",
+ "version": "1.0.0",
+ "lockfileVersion": 3,
+ "requires": true,
+ "packages": {
+ "": {
+ "name": "static",
+ "version": "1.0.0",
+ "license": "ISC",
+ "dependencies": {
+ "@azure/storage-blob": "^12.15.0",
+ "parcel": "^2.9.3"
+ },
+ "devDependencies": {
+ "buffer": "^6.0.3"
+ }
+ },
+ "node_modules/@azure/abort-controller": {
+ "version": "1.1.0",
+ "resolved": "https://registry.npmjs.org/@azure/abort-controller/-/abort-controller-1.1.0.tgz",
+ "integrity": "sha512-TrRLIoSQVzfAJX9H1JeFjzAoDGcoK1IYX1UImfceTZpsyYfWr09Ss1aHW1y5TrrR3iq6RZLBwJ3E24uwPhwahw==",
+ "dependencies": {
+ "tslib": "^2.2.0"
+ },
+ "engines": {
+ "node": ">=12.0.0"
+ }
+ },
+ "node_modules/@azure/core-auth": {
+ "version": "1.5.0",
+ "resolved": "https://registry.npmjs.org/@azure/core-auth/-/core-auth-1.5.0.tgz",
+ "integrity": "sha512-udzoBuYG1VBoHVohDTrvKjyzel34zt77Bhp7dQntVGGD0ehVq48owENbBG8fIgkHRNUBQH5k1r0hpoMu5L8+kw==",
+ "dependencies": {
+ "@azure/abort-controller": "^1.0.0",
+ "@azure/core-util": "^1.1.0",
+ "tslib": "^2.2.0"
+ },
+ "engines": {
+ "node": ">=14.0.0"
+ }
+ },
+ "node_modules/@azure/core-http": {
+ "version": "3.0.3",
+ "resolved": "https://registry.npmjs.org/@azure/core-http/-/core-http-3.0.3.tgz",
+ "integrity": "sha512-QMib3wXotJMFhHgmJBPUF9YsyErw34H0XDFQd9CauH7TPB+RGcyl9Ayy7iURtJB04ngXhE6YwrQsWDXlSLrilg==",
+ "dependencies": {
+ "@azure/abort-controller": "^1.0.0",
+ "@azure/core-auth": "^1.3.0",
+ "@azure/core-tracing": "1.0.0-preview.13",
+ "@azure/core-util": "^1.1.1",
+ "@azure/logger": "^1.0.0",
+ "@types/node-fetch": "^2.5.0",
+ "@types/tunnel": "^0.0.3",
+ "form-data": "^4.0.0",
+ "node-fetch": "^2.6.7",
+ "process": "^0.11.10",
+ "tslib": "^2.2.0",
+ "tunnel": "^0.0.6",
+ "uuid": "^8.3.0",
+ "xml2js": "^0.5.0"
+ },
+ "engines": {
+ "node": ">=14.0.0"
+ }
+ },
+ "node_modules/@azure/core-lro": {
+ "version": "2.5.4",
+ "resolved": "https://registry.npmjs.org/@azure/core-lro/-/core-lro-2.5.4.tgz",
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+ "dependencies": {
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+ "@azure/core-util": "^1.2.0",
+ "@azure/logger": "^1.0.0",
+ "tslib": "^2.2.0"
+ },
+ "engines": {
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+ }
+ },
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+ "dependencies": {
+ "tslib": "^2.2.0"
+ },
+ "engines": {
+ "node": ">=14.0.0"
+ }
+ },
+ "node_modules/@azure/core-tracing": {
+ "version": "1.0.0-preview.13",
+ "resolved": "https://registry.npmjs.org/@azure/core-tracing/-/core-tracing-1.0.0-preview.13.tgz",
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+ "dependencies": {
+ "@opentelemetry/api": "^1.0.1",
+ "tslib": "^2.2.0"
+ },
+ "engines": {
+ "node": ">=12.0.0"
+ }
+ },
+ "node_modules/@azure/core-util": {
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+ "dependencies": {
+ "@azure/abort-controller": "^1.0.0",
+ "tslib": "^2.2.0"
+ },
+ "engines": {
+ "node": ">=14.0.0"
+ }
+ },
+ "node_modules/@azure/logger": {
+ "version": "1.0.4",
+ "resolved": "https://registry.npmjs.org/@azure/logger/-/logger-1.0.4.tgz",
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+ "dependencies": {
+ "tslib": "^2.2.0"
+ },
+ "engines": {
+ "node": ">=14.0.0"
+ }
+ },
+ "node_modules/@azure/storage-blob": {
+ "version": "12.15.0",
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+ "dependencies": {
+ "@azure/abort-controller": "^1.0.0",
+ "@azure/core-http": "^3.0.0",
+ "@azure/core-lro": "^2.2.0",
+ "@azure/core-paging": "^1.1.1",
+ "@azure/core-tracing": "1.0.0-preview.13",
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+ },
+ "engines": {
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+ }
+ },
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+ },
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+ }
+ },
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+ },
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+ "engines": {
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+ "dependencies": {
+ "has-flag": "^3.0.0"
+ },
+ "engines": {
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+ }
+ },
+ "node_modules/@lezer/common": {
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+ },
+ "node_modules/yallist": {
+ "version": "4.0.0",
+ "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz",
+ "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A=="
+ }
+ }
+}
diff --git a/app/doc_uploader/client/package.json b/app/doc_uploader/client/package.json
new file mode 100644
index 0000000000..c7e0bc19e8
--- /dev/null
+++ b/app/doc_uploader/client/package.json
@@ -0,0 +1,18 @@
+{
+ "name": "static",
+ "version": "1.0.0",
+ "description": "",
+ "scripts": {
+ "test": "echo \"Error: no test specified\" && exit 1"
+ },
+ "keywords": [],
+ "author": "",
+ "license": "ISC",
+ "dependencies": {
+ "@azure/storage-blob": "^12.15.0",
+ "parcel": "^2.9.3"
+ },
+ "devDependencies": {
+ "buffer": "^6.0.3"
+ }
+}
diff --git a/app/doc_uploader/main.py b/app/doc_uploader/main.py
new file mode 100644
index 0000000000..f9585b32e8
--- /dev/null
+++ b/app/doc_uploader/main.py
@@ -0,0 +1,111 @@
+import datetime
+from azure.storage.blob import BlobClient, generate_blob_sas, BlobSasPermissions, BlobServiceClient
+from azure.core.utils import parse_connection_string
+from fastapi import FastAPI
+from azure.identity import DefaultAzureCredential
+from azure.mgmt.appcontainers import ContainerAppsAPIClient
+from azure.mgmt.appcontainers.models import JobExecutionTemplate, JobExecutionContainer
+import os
+from azure.identity import DefaultAzureCredential
+
+from fastapi.staticfiles import StaticFiles
+
+
+app = FastAPI()
+
+
+@app.get("/sas")
+async def sas(filename: str):
+ storage_account_name = os.environ["AZURE_STORAGE_ACCOUNT"]
+ account_url = f"https://{storage_account_name}.blob.core.windows.net"
+ credential = DefaultAzureCredential()
+
+ current_time = datetime.datetime.now(datetime.timezone.utc)
+ start_time = current_time - datetime.timedelta(minutes=1)
+ expiry_time = current_time + datetime.timedelta(days=1)
+
+ blob_service_client = BlobServiceClient(account_url=account_url, credential=credential)
+ account_key = blob_service_client.get_user_delegation_key(key_start_time=start_time, key_expiry_time=expiry_time)
+
+ blob_name = filename
+ container_name = "uploads"
+
+ sas_token = generate_blob_sas(
+ account_name=storage_account_name,
+ container_name=container_name,
+ blob_name=blob_name,
+ account_key=account_key,
+ permission=BlobSasPermissions(write=True),
+ expiry=expiry_time,
+ start=start_time
+ )
+
+ return {"sasUrl": f"{account_url}/{container_name}/{blob_name}?{sas_token}"}
+
+
+@app.post("/startjob")
+async def start_job(filename: str):
+ storage_account_name = os.environ["AZURE_STORAGE_ACCOUNT"]
+ account_url = f"https://{storage_account_name}.blob.core.windows.net"
+ credential = DefaultAzureCredential()
+
+ current_time = datetime.datetime.now(datetime.timezone.utc)
+ start_time = current_time - datetime.timedelta(minutes=1)
+ expiry_time = current_time + datetime.timedelta(days=1)
+
+ blob_service_client = BlobServiceClient(account_url=account_url, credential=credential)
+ account_key = blob_service_client.get_user_delegation_key(key_start_time=start_time, key_expiry_time=expiry_time)
+
+ blob_name = filename
+ container_name = "uploads"
+
+ sas_token = generate_blob_sas(
+ account_name=storage_account_name,
+ container_name=container_name,
+ blob_name=blob_name,
+ account_key=account_key,
+ permission=BlobSasPermissions(read=True),
+ expiry=expiry_time,
+ start=start_time
+ )
+
+ sas_url = f"{account_url}/{container_name}/{blob_name}?{sas_token}"
+
+ # generate a log file name based on the timestamp
+ log_file_name = f"{datetime.datetime.now().strftime('%Y%m%d-%H%M%S')}.log"
+
+ sub_id = os.environ["AZURE_SUBSCRIPTION_ID"]
+ client = ContainerAppsAPIClient(credential=DefaultAzureCredential(), subscription_id=sub_id)
+ template = client.jobs.get(os.environ["AZURE_RESOURCE_GROUP"], 'job-prepdocs').template
+ env_vars = template.containers[0].env
+ # find the env var named "BLOB_URL" and set its value to the filename
+ for env_var in env_vars:
+ if env_var.name == "BLOB_URL":
+ env_var.value = sas_url
+ print(f"Set BLOB_URL to {sas_url}")
+ if env_var.name == "LOG_FILE_NAME":
+ env_var.value = log_file_name
+ print(f"Set LOG_FILE_NAME to {log_file_name}")
+
+ result = client.jobs.begin_start(os.environ["AZURE_RESOURCE_GROUP"], 'job-prepdocs', template).result()
+ print(result)
+
+ logs_sas_token = generate_blob_sas(
+ account_name=storage_account_name,
+ container_name="prepdocslogs",
+ blob_name=log_file_name,
+ account_key=account_key,
+ permission=BlobSasPermissions(read=True),
+ expiry=expiry_time,
+ start=start_time
+ )
+
+ logs_sas_url = f"{account_url}/prepdocslogs/{log_file_name}?{logs_sas_token}"
+ return {
+ "result": result,
+ "logFileUrl": logs_sas_url
+ }
+
+
+
+app.mount("/", StaticFiles(directory="dist", html=True), name="dist")
\ No newline at end of file
diff --git a/app/doc_uploader/requirements.txt b/app/doc_uploader/requirements.txt
new file mode 100644
index 0000000000..1a7bddb263
--- /dev/null
+++ b/app/doc_uploader/requirements.txt
@@ -0,0 +1,7 @@
+fastapi==0.101.1
+uvicorn==0.23.2
+gunicorn==21.2.0
+azure-storage-blob==12.17.0
+azure-mgmt-storage==21.1.0
+azure-identity==1.14.0
+azure-mgmt-appcontainers==3.0.0
diff --git a/azure.yaml b/azure.yaml
index 6c323bb8c7..8f5d99c2d0 100644
--- a/azure.yaml
+++ b/azure.yaml
@@ -4,10 +4,10 @@ name: azure-search-openai-demo
metadata:
template: azure-search-openai-demo@0.0.2-beta
services:
- backend:
+ web:
project: ./app/backend
language: py
- host: appservice
+ host: containerapp
hooks:
prepackage:
windows:
diff --git a/infra/core/host/appservice-appsettings.bicep b/infra/core/host/appservice-appsettings.bicep
new file mode 100644
index 0000000000..2286e1f5b4
--- /dev/null
+++ b/infra/core/host/appservice-appsettings.bicep
@@ -0,0 +1,15 @@
+@description('The name of the app service resource within the current resource group scope')
+param name string
+
+@description('The app settings to be applied to the app service')
+param appSettings object
+
+resource appService 'Microsoft.Web/sites@2022-03-01' existing = {
+ name: name
+}
+
+resource settings 'Microsoft.Web/sites/config@2022-03-01' = {
+ name: 'appsettings'
+ parent: appService
+ properties: appSettings
+}
diff --git a/infra/core/host/appservice.bicep b/infra/core/host/appservice.bicep
index c1de148a2d..f61b4a03ae 100644
--- a/infra/core/host/appservice.bicep
+++ b/infra/core/host/appservice.bicep
@@ -46,10 +46,10 @@ resource appService 'Microsoft.Web/sites@2022-03-01' = {
linuxFxVersion: linuxFxVersion
alwaysOn: alwaysOn
ftpsState: ftpsState
+ minTlsVersion: '1.2'
appCommandLine: appCommandLine
numberOfWorkers: numberOfWorkers != -1 ? numberOfWorkers : null
minimumElasticInstanceCount: minimumElasticInstanceCount != -1 ? minimumElasticInstanceCount : null
- minTlsVersion: '1.2'
use32BitWorkerProcess: use32BitWorkerProcess
functionAppScaleLimit: functionAppScaleLimit != -1 ? functionAppScaleLimit : null
healthCheckPath: healthCheckPath
@@ -63,18 +63,6 @@ resource appService 'Microsoft.Web/sites@2022-03-01' = {
identity: { type: managedIdentity ? 'SystemAssigned' : 'None' }
- resource configAppSettings 'config' = {
- name: 'appsettings'
- properties: union(appSettings,
- {
- SCM_DO_BUILD_DURING_DEPLOYMENT: string(scmDoBuildDuringDeployment)
- ENABLE_ORYX_BUILD: string(enableOryxBuild)
- },
- runtimeName == 'python' ? { PYTHON_ENABLE_GUNICORN_MULTIWORKERS: 'true'} : {},
- !empty(applicationInsightsName) ? { APPLICATIONINSIGHTS_CONNECTION_STRING: applicationInsights.properties.ConnectionString } : {},
- !empty(keyVaultName) ? { AZURE_KEY_VAULT_ENDPOINT: keyVault.properties.vaultUri } : {})
- }
-
resource configLogs 'config' = {
name: 'logs'
properties: {
@@ -83,9 +71,36 @@ resource appService 'Microsoft.Web/sites@2022-03-01' = {
failedRequestsTracing: { enabled: true }
httpLogs: { fileSystem: { enabled: true, retentionInDays: 1, retentionInMb: 35 } }
}
- dependsOn: [
- configAppSettings
- ]
+ }
+
+ resource basicPublishingCredentialsPoliciesFtp 'basicPublishingCredentialsPolicies' = {
+ name: 'ftp'
+ location: location
+ properties: {
+ allow: false
+ }
+ }
+
+ resource basicPublishingCredentialsPoliciesScm 'basicPublishingCredentialsPolicies' = {
+ name: 'scm'
+ location: location
+ properties: {
+ allow: false
+ }
+ }
+}
+
+module config 'appservice-appsettings.bicep' = if (!empty(appSettings)) {
+ name: '${name}-appSettings'
+ params: {
+ name: appService.name
+ appSettings: union(appSettings,
+ {
+ SCM_DO_BUILD_DURING_DEPLOYMENT: string(scmDoBuildDuringDeployment)
+ ENABLE_ORYX_BUILD: string(enableOryxBuild)
+ },
+ !empty(applicationInsightsName) ? { APPLICATIONINSIGHTS_CONNECTION_STRING: applicationInsights.properties.ConnectionString } : {},
+ !empty(keyVaultName) ? { AZURE_KEY_VAULT_ENDPOINT: keyVault.properties.vaultUri } : {})
}
}
diff --git a/infra/core/host/container-app-upsert.bicep b/infra/core/host/container-app-upsert.bicep
new file mode 100644
index 0000000000..99466871a9
--- /dev/null
+++ b/infra/core/host/container-app-upsert.bicep
@@ -0,0 +1,81 @@
+param name string
+param location string = resourceGroup().location
+param tags object = {}
+
+param containerAppsEnvironmentName string
+param containerName string = 'main'
+param containerRegistryName string
+
+@description('Minimum number of replicas to run')
+@minValue(1)
+param containerMinReplicas int = 1
+@description('Maximum number of replicas to run')
+@minValue(1)
+param containerMaxReplicas int = 10
+
+param secrets array = []
+param env array = []
+param external bool = true
+param targetPort int = 80
+param exists bool
+
+@description('User assigned identity name')
+param identityName string
+
+@description('Enabled Ingress for container app')
+param ingressEnabled bool = true
+
+// Dapr Options
+@description('Enable Dapr')
+param daprEnabled bool = false
+@description('Dapr app ID')
+param daprAppId string = containerName
+@allowed([ 'http', 'grpc' ])
+@description('Protocol used by Dapr to connect to the app, e.g. http or grpc')
+param daprAppProtocol string = 'http'
+
+// Service options
+@description('PostgreSQL service ID')
+param postgresServiceId string = ''
+
+@description('CPU cores allocated to a single container instance, e.g. 0.5')
+param containerCpuCoreCount string = '2'
+
+@description('Memory allocated to a single container instance, e.g. 1Gi')
+param containerMemory string = '4.0Gi'
+
+resource existingApp 'Microsoft.App/containerApps@2022-03-01' existing = if (exists) {
+ name: name
+}
+
+module app 'container-app.bicep' = {
+ name: '${deployment().name}-update'
+ params: {
+ name: name
+ location: location
+ tags: tags
+ identityName: identityName
+ ingressEnabled: ingressEnabled
+ containerName: containerName
+ containerAppsEnvironmentName: containerAppsEnvironmentName
+ containerRegistryName: containerRegistryName
+ containerCpuCoreCount: containerCpuCoreCount
+ containerMemory: containerMemory
+ containerMinReplicas: containerMinReplicas
+ containerMaxReplicas: containerMaxReplicas
+ daprEnabled: daprEnabled
+ daprAppId: daprAppId
+ daprAppProtocol: daprAppProtocol
+ postgresServiceId: postgresServiceId
+ secrets: secrets
+ external: external
+ env: env
+ imageName: exists ? existingApp.properties.template.containers[0].image : ''
+ targetPort: targetPort
+ }
+}
+
+output defaultDomain string = app.outputs.defaultDomain
+output imageName string = app.outputs.imageName
+output name string = app.outputs.name
+output uri string = app.outputs.uri
diff --git a/infra/core/host/container-app.bicep b/infra/core/host/container-app.bicep
new file mode 100644
index 0000000000..74654d9fb6
--- /dev/null
+++ b/infra/core/host/container-app.bicep
@@ -0,0 +1,133 @@
+param name string
+param location string = resourceGroup().location
+param tags object = {}
+
+param containerAppsEnvironmentName string
+param containerName string = 'main'
+param containerRegistryName string
+
+@description('Minimum number of replicas to run')
+@minValue(1)
+param containerMinReplicas int = 1
+@description('Maximum number of replicas to run')
+@minValue(1)
+param containerMaxReplicas int = 10
+
+param secrets array = []
+param env array = []
+param external bool = true
+param imageName string
+param targetPort int = 80
+
+@description('User assigned identity name')
+param identityName string
+
+@description('Enabled Ingress for container app')
+param ingressEnabled bool = true
+
+// Dapr Options
+@description('Enable Dapr')
+param daprEnabled bool = false
+@description('Dapr app ID')
+param daprAppId string = containerName
+@allowed([ 'http', 'grpc' ])
+@description('Protocol used by Dapr to connect to the app, e.g. http or grpc')
+param daprAppProtocol string = 'http'
+
+// Service options
+@description('PostgreSQL service ID')
+param postgresServiceId string = ''
+
+@description('CPU cores allocated to a single container instance, e.g. 0.5')
+param containerCpuCoreCount string = '2'
+
+@description('Memory allocated to a single container instance, e.g. 1Gi')
+param containerMemory string = '4.0Gi'
+
+resource userIdentity 'Microsoft.ManagedIdentity/userAssignedIdentities@2023-01-31' existing = {
+ name: identityName
+}
+
+module containerRegistryAccess '../security/registry-access.bicep' = {
+ name: '${deployment().name}-registry-access'
+ params: {
+ containerRegistryName: containerRegistryName
+ principalId: userIdentity.properties.principalId
+ }
+}
+
+resource app 'Microsoft.App/containerApps@2023-04-01-preview' = {
+ name: name
+ location: location
+ tags: tags
+ // It is critical that the identity is granted ACR pull access before the app is created
+ // otherwise the container app will throw a provision error
+ // This also forces us to use an user assigned managed identity since there would no way to
+ // provide the system assigned identity with the ACR pull access before the app is created
+ dependsOn: [ containerRegistryAccess ]
+ identity: {
+ type: 'UserAssigned'
+ userAssignedIdentities: { '${userIdentity.id}': {} }
+ }
+ properties: {
+ managedEnvironmentId: containerAppsEnvironment.id
+ configuration: {
+ activeRevisionsMode: 'single'
+ ingress: ingressEnabled ? {
+ external: external
+ targetPort: targetPort
+ transport: 'auto'
+ } : null
+ dapr: daprEnabled ? {
+ enabled: true
+ appId: daprAppId
+ appProtocol: daprAppProtocol
+ appPort: ingressEnabled ? targetPort : 0
+ } : { enabled: false }
+ secrets: secrets
+ registries: [
+ {
+ server: '${containerRegistry.name}.azurecr.io'
+ identity: userIdentity.id
+ }
+ ]
+ }
+ template: {
+ serviceBinds: !empty(postgresServiceId) ? [
+ {
+ serviceId: postgresServiceId
+ name: 'postgres'
+ }
+ ] : []
+ containers: [
+ {
+ image: !empty(imageName) ? imageName : 'mcr.microsoft.com/azuredocs/containerapps-helloworld:latest'
+ name: containerName
+ env: env
+ resources: {
+ cpu: json(containerCpuCoreCount)
+ memory: containerMemory
+ }
+ }
+ ]
+ scale: {
+ minReplicas: containerMinReplicas
+ maxReplicas: containerMaxReplicas
+ }
+ }
+ }
+}
+
+resource containerAppsEnvironment 'Microsoft.App/managedEnvironments@2022-03-01' existing = {
+ name: containerAppsEnvironmentName
+}
+
+// 2022-02-01-preview needed for anonymousPullEnabled
+resource containerRegistry 'Microsoft.ContainerRegistry/registries@2022-02-01-preview' existing = {
+ name: containerRegistryName
+}
+
+output defaultDomain string = containerAppsEnvironment.properties.defaultDomain
+output imageName string = imageName
+output name string = app.name
+output uri string = 'https://${app.properties.configuration.ingress.fqdn}'
diff --git a/infra/core/host/container-apps-environment.bicep b/infra/core/host/container-apps-environment.bicep
new file mode 100644
index 0000000000..aad73efd87
--- /dev/null
+++ b/infra/core/host/container-apps-environment.bicep
@@ -0,0 +1,41 @@
+param name string
+param location string = resourceGroup().location
+param tags object = {}
+
+param daprEnabled bool = false
+param logAnalyticsWorkspaceName string
+param applicationInsightsName string = ''
+
+resource containerAppsEnvironment 'Microsoft.App/managedEnvironments@2023-05-01' = {
+ name: name
+ location: location
+ tags: tags
+ properties: {
+ appLogsConfiguration: {
+ destination: 'log-analytics'
+ logAnalyticsConfiguration: {
+ customerId: logAnalyticsWorkspace.properties.customerId
+ sharedKey: logAnalyticsWorkspace.listKeys().primarySharedKey
+ }
+ }
+ daprAIInstrumentationKey: daprEnabled && !empty(applicationInsightsName) ? applicationInsights.properties.InstrumentationKey : ''
+ workloadProfiles: [
+ {
+ name: 'Consumption'
+ workloadProfileType: 'Consumption'
+ }
+ ]
+ }
+}
+
+resource logAnalyticsWorkspace 'Microsoft.OperationalInsights/workspaces@2022-10-01' existing = {
+ name: logAnalyticsWorkspaceName
+}
+
+resource applicationInsights 'Microsoft.Insights/components@2020-02-02' existing = if (daprEnabled && !empty(applicationInsightsName)){
+ name: applicationInsightsName
+}
+
+output defaultDomain string = containerAppsEnvironment.properties.defaultDomain
+output name string = containerAppsEnvironment.name
+output id string = containerAppsEnvironment.id
diff --git a/infra/core/host/container-apps.bicep b/infra/core/host/container-apps.bicep
new file mode 100644
index 0000000000..087a4ae838
--- /dev/null
+++ b/infra/core/host/container-apps.bicep
@@ -0,0 +1,34 @@
+param name string
+param location string = resourceGroup().location
+param tags object = {}
+
+param containerAppsEnvironmentName string
+param containerRegistryName string
+param logAnalyticsWorkspaceName string
+param applicationInsightsName string = ''
+
+module containerAppsEnvironment 'container-apps-environment.bicep' = {
+ name: '${name}-container-apps-environment'
+ params: {
+ name: containerAppsEnvironmentName
+ location: location
+ tags: tags
+ logAnalyticsWorkspaceName: logAnalyticsWorkspaceName
+ applicationInsightsName: applicationInsightsName
+ }
+}
+
+module containerRegistry 'container-registry.bicep' = {
+ name: '${name}-container-registry'
+ params: {
+ name: containerRegistryName
+ location: location
+ tags: tags
+ }
+}
+
+output defaultDomain string = containerAppsEnvironment.outputs.defaultDomain
+output environmentName string = containerAppsEnvironment.outputs.name
+output environmentId string = containerAppsEnvironment.outputs.id
+output registryLoginServer string = containerRegistry.outputs.loginServer
+output registryName string = containerRegistry.outputs.name
diff --git a/infra/core/host/container-registry.bicep b/infra/core/host/container-registry.bicep
new file mode 100644
index 0000000000..c0ba201b50
--- /dev/null
+++ b/infra/core/host/container-registry.bicep
@@ -0,0 +1,67 @@
+param name string
+param location string = resourceGroup().location
+param tags object = {}
+
+param adminUserEnabled bool = true
+param anonymousPullEnabled bool = false
+param dataEndpointEnabled bool = false
+param encryption object = {
+ status: 'disabled'
+}
+param networkRuleBypassOptions string = 'AzureServices'
+param publicNetworkAccess string = 'Enabled'
+param sku object = {
+ name: 'Basic'
+}
+param zoneRedundancy string = 'Disabled'
+
+@description('The log analytics workspace id used for logging & monitoring')
+param workspaceId string = ''
+
+// 2022-02-01-preview needed for anonymousPullEnabled
+resource containerRegistry 'Microsoft.ContainerRegistry/registries@2022-02-01-preview' = {
+ name: name
+ location: location
+ tags: tags
+ sku: sku
+ properties: {
+ adminUserEnabled: adminUserEnabled
+ anonymousPullEnabled: anonymousPullEnabled
+ dataEndpointEnabled: dataEndpointEnabled
+ encryption: encryption
+ networkRuleBypassOptions: networkRuleBypassOptions
+ publicNetworkAccess: publicNetworkAccess
+ zoneRedundancy: zoneRedundancy
+ }
+}
+
+// TODO: Update diagnostics to be its own module
+// Blocking issue: https://github.com/Azure/bicep/issues/622
+// Unable to pass in a `resource` scope or unable to use string interpolation in resource types
+resource diagnostics 'Microsoft.Insights/diagnosticSettings@2021-05-01-preview' = if (!empty(workspaceId)) {
+ name: 'registry-diagnostics'
+ scope: containerRegistry
+ properties: {
+ workspaceId: workspaceId
+ logs: [
+ {
+ category: 'ContainerRegistryRepositoryEvents'
+ enabled: true
+ }
+ {
+ category: 'ContainerRegistryLoginEvents'
+ enabled: true
+ }
+ ]
+ metrics: [
+ {
+ category: 'AllMetrics'
+ enabled: true
+ timeGrain: 'PT1M'
+ }
+ ]
+ }
+}
+
+output loginServer string = containerRegistry.properties.loginServer
+output name string = containerRegistry.name
diff --git a/infra/core/monitor/loganalytics.bicep b/infra/core/monitor/loganalytics.bicep
new file mode 100644
index 0000000000..770544ccab
--- /dev/null
+++ b/infra/core/monitor/loganalytics.bicep
@@ -0,0 +1,21 @@
+param name string
+param location string = resourceGroup().location
+param tags object = {}
+
+resource logAnalytics 'Microsoft.OperationalInsights/workspaces@2021-12-01-preview' = {
+ name: name
+ location: location
+ tags: tags
+ properties: any({
+ retentionInDays: 30
+ features: {
+ searchVersion: 1
+ }
+ sku: {
+ name: 'PerGB2018'
+ }
+ })
+}
+
+output id string = logAnalytics.id
+output name string = logAnalytics.name
diff --git a/infra/core/monitor/monitoring.bicep b/infra/core/monitor/monitoring.bicep
index 0143363f46..f1ffb2530a 100644
--- a/infra/core/monitor/monitoring.bicep
+++ b/infra/core/monitor/monitoring.bicep
@@ -1,7 +1,18 @@
-param applicationInsightsName string
param location string = resourceGroup().location
param tags object = {}
+param applicationInsightsName string
+param logAnalyticsName string
+
+module logAnalytics 'loganalytics.bicep' = {
+ name: 'loganalytics'
+ params: {
+ name: logAnalyticsName
+ location: location
+ tags: tags
+ }
+}
+
module applicationInsights 'applicationinsights.bicep' = {
name: 'applicationinsights'
params: {
@@ -14,4 +25,5 @@ module applicationInsights 'applicationinsights.bicep' = {
output applicationInsightsConnectionString string = applicationInsights.outputs.connectionString
output applicationInsightsInstrumentationKey string = applicationInsights.outputs.instrumentationKey
output applicationInsightsName string = applicationInsights.outputs.name
-
+output logAnalyticsWorkspaceId string = logAnalytics.outputs.id
+output logAnalyticsWorkspaceName string = logAnalytics.outputs.name
diff --git a/infra/core/security/registry-access.bicep b/infra/core/security/registry-access.bicep
new file mode 100644
index 0000000000..e17e404580
--- /dev/null
+++ b/infra/core/security/registry-access.bicep
@@ -0,0 +1,18 @@
+param containerRegistryName string
+param principalId string
+
+var acrPullRole = subscriptionResourceId('Microsoft.Authorization/roleDefinitions', '7f951dda-4ed3-4680-a7ca-43fe172d538d')
+
+resource aksAcrPull 'Microsoft.Authorization/roleAssignments@2022-04-01' = {
+ scope: containerRegistry // Use when specifying a scope that is different than the deployment scope
+ name: guid(subscription().id, resourceGroup().id, principalId, acrPullRole)
+ properties: {
+ roleDefinitionId: acrPullRole
+ principalType: 'ServicePrincipal'
+ principalId: principalId
+ }
+}
+
+resource containerRegistry 'Microsoft.ContainerRegistry/registries@2022-02-01-preview' existing = {
+ name: containerRegistryName
+}
diff --git a/infra/main.bicep b/infra/main.bicep
index 57f2b152f4..af5681d6be 100644
--- a/infra/main.bicep
+++ b/infra/main.bicep
@@ -10,8 +10,8 @@ param environmentName string
param location string
param appServicePlanName string = ''
-param backendServiceName string = ''
param resourceGroupName string = ''
+param logAnalyticsName string = ''
param applicationInsightsName string = ''
@@ -60,6 +60,11 @@ param principalId string = ''
@description('Use Application Insights for monitoring and performance tracing')
param useApplicationInsights bool = false
+param containerAppsEnvironmentName string = ''
+param containerRegistryName string = ''
+param webContainerAppName string = ''
+param webAppExists bool = false
+
var abbrs = loadJsonContent('abbreviations.json')
var resourceToken = toLower(uniqueString(subscription().id, environmentName, location))
var tags = { 'azd-env-name': environmentName }
@@ -94,6 +99,7 @@ module monitoring './core/monitor/monitoring.bicep' = if (useApplicationInsights
params: {
location: location
tags: tags
+ logAnalyticsName: !empty(logAnalyticsName) ? logAnalyticsName : '${abbrs.operationalInsightsWorkspaces}${resourceToken}'
applicationInsightsName: !empty(applicationInsightsName) ? applicationInsightsName : '${abbrs.insightsComponents}${resourceToken}'
}
}
@@ -114,31 +120,40 @@ module appServicePlan 'core/host/appserviceplan.bicep' = {
}
}
-// The application frontend
-module backend 'core/host/appservice.bicep' = {
+module containerApps 'core/host/container-apps.bicep' = {
+ name: 'container-apps'
+ scope: resourceGroup
+ params: {
+ name: 'app'
+ location: location
+ containerAppsEnvironmentName: !empty(containerAppsEnvironmentName) ? containerAppsEnvironmentName : '${abbrs.appManagedEnvironments}${resourceToken}'
+ containerRegistryName: !empty(containerRegistryName) ? containerRegistryName : '${abbrs.containerRegistryRegistries}${resourceToken}'
+ logAnalyticsWorkspaceName: monitoring.outputs.logAnalyticsWorkspaceName
+ applicationInsightsName: monitoring.outputs.applicationInsightsName
+ }
+}
+
+// Web frontend
+module web 'web.bicep' = {
name: 'web'
scope: resourceGroup
params: {
- name: !empty(backendServiceName) ? backendServiceName : '${abbrs.webSitesAppService}backend-${resourceToken}'
+ name: !empty(webContainerAppName) ? webContainerAppName : '${abbrs.appContainerApps}web-${resourceToken}'
location: location
- tags: union(tags, { 'azd-service-name': 'backend' })
- appServicePlanId: appServicePlan.outputs.id
- runtimeName: 'python'
- runtimeVersion: '3.10'
- appCommandLine: 'python3 -m gunicorn main:app'
- scmDoBuildDuringDeployment: true
- managedIdentity: true
- appSettings: {
- AZURE_STORAGE_ACCOUNT: storage.outputs.name
- AZURE_STORAGE_CONTAINER: storageContainerName
- AZURE_OPENAI_SERVICE: openAi.outputs.name
- AZURE_SEARCH_INDEX: searchIndexName
- AZURE_SEARCH_SERVICE: searchService.outputs.name
- AZURE_OPENAI_CHATGPT_DEPLOYMENT: chatGptDeploymentName
- AZURE_OPENAI_CHATGPT_MODEL: chatGptModelName
- AZURE_OPENAI_EMB_DEPLOYMENT: embeddingDeploymentName
- APPLICATIONINSIGHTS_CONNECTION_STRING: useApplicationInsights ? monitoring.outputs.applicationInsightsConnectionString : ''
- }
+ tags: tags
+ identityName: '${abbrs.managedIdentityUserAssignedIdentities}web-${resourceToken}'
+ containerAppsEnvironmentName: containerApps.outputs.environmentName
+ containerRegistryName: containerApps.outputs.registryName
+ applicationInsightsConnectionString: useApplicationInsights ? monitoring.outputs.applicationInsightsConnectionString : ''
+ storageContainerName: storageContainerName
+ storageName: storage.outputs.name
+ searchIndexName: searchIndexName
+ searchServiceName: searchService.outputs.name
+ chatGptDeploymentName: chatGptDeploymentName
+ chatGptModelName: chatGptModelName
+ embeddingDeploymentName: embeddingDeploymentName
+ openAiServiceName: openAi.outputs.name
+ exists: webAppExists
}
}
@@ -311,7 +326,7 @@ module openAiRoleBackend 'core/security/role.bicep' = {
scope: openAiResourceGroup
name: 'openai-role-backend'
params: {
- principalId: backend.outputs.identityPrincipalId
+ principalId: web.outputs.SERVICE_WEB_IDENTITY_PRINCIPAL_ID
roleDefinitionId: '5e0bd9bd-7b93-4f28-af87-19fc36ad61bd'
principalType: 'ServicePrincipal'
}
@@ -321,7 +336,7 @@ module storageRoleBackend 'core/security/role.bicep' = {
scope: storageResourceGroup
name: 'storage-role-backend'
params: {
- principalId: backend.outputs.identityPrincipalId
+ principalId: web.outputs.SERVICE_WEB_IDENTITY_PRINCIPAL_ID
roleDefinitionId: '2a2b9908-6ea1-4ae2-8e65-a410df84e7d1'
principalType: 'ServicePrincipal'
}
@@ -331,7 +346,7 @@ module searchRoleBackend 'core/security/role.bicep' = {
scope: searchServiceResourceGroup
name: 'search-role-backend'
params: {
- principalId: backend.outputs.identityPrincipalId
+ principalId: web.outputs.SERVICE_WEB_IDENTITY_PRINCIPAL_ID
roleDefinitionId: '1407120a-92aa-4202-b7e9-c0e197c71c8f'
principalType: 'ServicePrincipal'
}
@@ -358,4 +373,11 @@ output AZURE_STORAGE_ACCOUNT string = storage.outputs.name
output AZURE_STORAGE_CONTAINER string = storageContainerName
output AZURE_STORAGE_RESOURCE_GROUP string = storageResourceGroup.name
-output BACKEND_URI string = backend.outputs.uri
+output AZURE_CONTAINER_ENVIRONMENT_NAME string = containerApps.outputs.environmentName
+output AZURE_CONTAINER_REGISTRY_ENDPOINT string = containerApps.outputs.registryLoginServer
+output AZURE_CONTAINER_REGISTRY_NAME string = containerApps.outputs.registryName
+
+output SERVICE_WEB_IDENTITY_PRINCIPAL_ID string = web.outputs.SERVICE_WEB_IDENTITY_PRINCIPAL_ID
+output SERVICE_WEB_NAME string = web.outputs.SERVICE_WEB_NAME
+output SERVICE_WEB_URI string = web.outputs.SERVICE_WEB_URI
+output SERVICE_WEB_IMAGE_NAME string = web.outputs.SERVICE_WEB_IMAGE_NAME
diff --git a/infra/main.parameters.json b/infra/main.parameters.json
index df3f727f13..3622c84960 100644
--- a/infra/main.parameters.json
+++ b/infra/main.parameters.json
@@ -54,7 +54,7 @@
"value": "${AZURE_OPENAI_CHATGPT_DEPLOYMENT=chat}"
},
"useApplicationInsights": {
- "value": "${AZURE_USE_APPLICATION_INSIGHTS=false}"
+ "value": "${AZURE_USE_APPLICATION_INSIGHTS=true}"
}
}
}
diff --git a/infra/web.bicep b/infra/web.bicep
new file mode 100644
index 0000000000..926a390689
--- /dev/null
+++ b/infra/web.bicep
@@ -0,0 +1,91 @@
+param name string
+param location string = resourceGroup().location
+param tags object = {}
+
+param containerAppsEnvironmentName string
+param containerRegistryName string
+param exists bool
+param identityName string
+param serviceName string = 'web'
+
+param applicationInsightsConnectionString string
+param storageContainerName string
+param storageName string
+param searchIndexName string
+param searchServiceName string
+param chatGptDeploymentName string
+param chatGptModelName string
+param embeddingDeploymentName string
+param openAiServiceName string
+
+
+resource webIdentity 'Microsoft.ManagedIdentity/userAssignedIdentities@2023-01-31' = {
+ name: identityName
+ location: location
+}
+
+module app 'core/host/container-app-upsert.bicep' = {
+ name: '${serviceName}-container-app-module'
+ params: {
+ name: name
+ location: location
+ tags: union(tags, { 'azd-service-name': serviceName })
+ identityName: webIdentity.name
+ exists: exists
+ containerAppsEnvironmentName: containerAppsEnvironmentName
+ containerRegistryName: containerRegistryName
+ env: [
+ {
+ name: 'AZURE_IDENTITY_ID'
+ value: webIdentity.properties.clientId
+ }
+ {
+ name: 'RUNNING_IN_PRODUCTION'
+ value: 'true'
+ }
+ {
+ name: 'AZURE_STORAGE_ACCOUNT'
+ value: storageName
+ }
+ {
+ name: 'AZURE_STORAGE_CONTAINER'
+ value: storageContainerName
+ }
+ {
+ name: 'AZURE_OPENAI_SERVICE'
+ value: openAiServiceName
+ }
+ {
+ name: 'AZURE_SEARCH_INDEX'
+ value: searchIndexName
+ }
+ {
+ name: 'AZURE_SEARCH_SERVICE'
+ value: searchServiceName
+ }
+ {
+ name: 'AZURE_OPENAI_CHATGPT_DEPLOYMENT'
+ value: chatGptDeploymentName
+ }
+ {
+ name: 'AZURE_OPENAI_CHATGPT_MODEL'
+ value: chatGptModelName
+ }
+ {
+ name: 'AZURE_OPENAI_EMB_DEPLOYMENT'
+ value: embeddingDeploymentName
+ }
+ {
+ name: 'APPLICATIONINSIGHTS_CONNECTION_STRING'
+ value: applicationInsightsConnectionString
+ }
+ ]
+ targetPort: 8000
+ }
+}
+
+
+output SERVICE_WEB_IDENTITY_PRINCIPAL_ID string = webIdentity.properties.principalId
+output SERVICE_WEB_NAME string = app.outputs.name
+output SERVICE_WEB_URI string = app.outputs.uri
+output SERVICE_WEB_IMAGE_NAME string = app.outputs.imageName
diff --git a/scripts/.dockerignore b/scripts/.dockerignore
new file mode 100644
index 0000000000..9e268ce250
--- /dev/null
+++ b/scripts/.dockerignore
@@ -0,0 +1,28 @@
+# Ignore files and directories generated by the OS
+.DS_Store
+Thumbs.db
+
+# Ignore Python bytecode files
+__pycache__/
+*.pyc
+
+# Ignore virtual environment directories
+.venv/**/*
+.venv/
+venv/
+env/
+
+# Ignore data files
+data/
+*.csv
+*.json
+*.xlsx
+*.xls
+
+# Ignore log files
+*.log
+
+# Ignore Docker-related files
+.dockerignore
+Dockerfile*
+docker-compose*
\ No newline at end of file
diff --git a/scripts/Dockerfile b/scripts/Dockerfile
new file mode 100644
index 0000000000..5748aee871
--- /dev/null
+++ b/scripts/Dockerfile
@@ -0,0 +1,14 @@
+FROM mcr.microsoft.com/devcontainers/python:3.11-bullseye
+
+RUN python -m pip install --upgrade pip
+
+WORKDIR /demo-code
+
+COPY requirements.txt .
+RUN python -m pip install -r requirements.txt
+
+COPY entrypoint.sh .
+RUN chmod +x entrypoint.sh
+
+COPY . .
+CMD bash -c ". entrypoint.sh"
diff --git a/scripts/deploy-job.sh b/scripts/deploy-job.sh
new file mode 100644
index 0000000000..64354651ec
--- /dev/null
+++ b/scripts/deploy-job.sh
@@ -0,0 +1,99 @@
+# set all the environment variables
+set +a
+source <(azd env get-values)
+set -a
+
+# build the job image
+az acr build -t prepdocs:1.0 -r $AZURE_CONTAINER_REGISTRY_NAME .
+
+# create the job
+az containerapp job create \
+ --name "job-prepdocs" --resource-group "$AZURE_RESOURCE_GROUP" --environment $AZURE_CONTAINER_ENVIRONMENT_NAME \
+ --trigger-type "Manual" \
+ --replica-timeout 1800 --replica-retry-limit 0 --replica-completion-count 1 --parallelism 1 \
+ --image $AZURE_CONTAINER_REGISTRY_NAME.azurecr.io/prepdocs:1.0 \
+ --cpu "2" --memory "4Gi" \
+ --env-vars "AZURE_ENV_NAME=$AZURE_ENV_NAME" \
+ "AZURE_FORMRECOGNIZER_RESOURCE_GROUP=$AZURE_FORMRECOGNIZER_RESOURCE_GROUP" \
+ "AZURE_FORMRECOGNIZER_SERVICE=$AZURE_FORMRECOGNIZER_SERVICE" \
+ "AZURE_LOCATION=$AZURE_LOCATION" \
+ "AZURE_OPENAI_CHATGPT_DEPLOYMENT=$AZURE_OPENAI_CHATGPT_DEPLOYMENT" \
+ "AZURE_OPENAI_CHATGPT_MODEL=$AZURE_OPENAI_CHATGPT_MODEL" \
+ "AZURE_OPENAI_EMB_DEPLOYMENT=$AZURE_OPENAI_EMB_DEPLOYMENT" \
+ "AZURE_OPENAI_RESOURCE_GROUP=$AZURE_OPENAI_RESOURCE_GROUP" \
+ "AZURE_OPENAI_SERVICE=$AZURE_OPENAI_SERVICE" \
+ "AZURE_RESOURCE_GROUP=$AZURE_RESOURCE_GROUP" \
+ "AZURE_SEARCH_INDEX=$AZURE_SEARCH_INDEX" \
+ "AZURE_SEARCH_SERVICE=$AZURE_SEARCH_SERVICE" \
+ "AZURE_SEARCH_SERVICE_RESOURCE_GROUP=$AZURE_SEARCH_SERVICE_RESOURCE_GROUP" \
+ "AZURE_STORAGE_ACCOUNT=$AZURE_STORAGE_ACCOUNT" \
+ "AZURE_STORAGE_CONTAINER=$AZURE_STORAGE_CONTAINER" \
+ "AZURE_STORAGE_RESOURCE_GROUP=$AZURE_STORAGE_RESOURCE_GROUP" \
+ "AZURE_SUBSCRIPTION_ID=$AZURE_SUBSCRIPTION_ID" \
+ "AZURE_TENANT_ID=$AZURE_TENANT_ID" \
+ "AZURE_USE_APPLICATION_INSIGHTS=$AZURE_USE_APPLICATION_INSIGHTS" \
+ "BACKEND_URI=$BACKEND_URI" \
+ "LOG_FILE_NAME=$(date +%Y-%m-%d_%H-%M-%S).log" \
+ "BLOB_URL=https://jobsdemo.blob.core.windows.net/public/azure-container-apps.pdf" \
+ --registry-server $AZURE_CONTAINER_REGISTRY_NAME.azurecr.io \
+ --registry-identity system \
+ --mi-system-assigned
+
+# give the job permissions to resources
+az role assignment create --role "Storage Blob Data Contributor" --assignee `az containerapp job show -n job-prepdocs -g $AZURE_RESOURCE_GROUP -o tsv --query identity.principalId` --resource-group $AZURE_RESOURCE_GROUP
+az role assignment create --role "Cognitive Services OpenAI User" --assignee `az containerapp job show -n job-prepdocs -g $AZURE_RESOURCE_GROUP -o tsv --query identity.principalId` --resource-group $AZURE_RESOURCE_GROUP
+az role assignment create --role "Cognitive Services User" --assignee `az containerapp job show -n job-prepdocs -g $AZURE_RESOURCE_GROUP -o tsv --query identity.principalId` --resource-group $AZURE_RESOURCE_GROUP
+az role assignment create --role "Search Index Data Contributor" --assignee `az containerapp job show -n job-prepdocs -g $AZURE_RESOURCE_GROUP -o tsv --query identity.principalId` --resource-group $AZURE_RESOURCE_GROUP
+az role assignment create --role "Search Service Contributor" --assignee `az containerapp job show -n job-prepdocs -g $AZURE_RESOURCE_GROUP -o tsv --query identity.principalId` --resource-group $AZURE_RESOURCE_GROUP
+
+# az containerapp job start \
+# --name "job-prepdocs" --resource-group "$AZURE_RESOURCE_GROUP"
+
+az storage cors add --methods GET PUT OPTIONS \
+ --origins "*" --allowed-headers "*" --exposed-headers "*" --max-age 200 \
+ --services b --account-name $AZURE_STORAGE_ACCOUNT
+
+az storage container create --name uploads --account-name $AZURE_STORAGE_ACCOUNT
+
+# build and deploy the uploader app
+
+cd ../app/docs_uploader
+
+az acr build -t doc-uploader:1.0 -r $AZURE_CONTAINER_REGISTRY_NAME .
+
+az containerapp create -n doc-uploader -g $AZURE_RESOURCE_GROUP --environment $AZURE_CONTAINER_ENVIRONMENT_NAME \
+ --image $AZURE_CONTAINER_REGISTRY_NAME.azurecr.io/doc-uploader:1.0 \
+ --cpu "1" --memory "2Gi" \
+ --env-vars "AZURE_ENV_NAME=$AZURE_ENV_NAME" \
+ "AZURE_FORMRECOGNIZER_RESOURCE_GROUP=$AZURE_FORMRECOGNIZER_RESOURCE_GROUP" \
+ "AZURE_FORMRECOGNIZER_SERVICE=$AZURE_FORMRECOGNIZER_SERVICE" \
+ "AZURE_LOCATION=$AZURE_LOCATION" \
+ "AZURE_OPENAI_CHATGPT_DEPLOYMENT=$AZURE_OPENAI_CHATGPT_DEPLOYMENT" \
+ "AZURE_OPENAI_CHATGPT_MODEL=$AZURE_OPENAI_CHATGPT_MODEL" \
+ "AZURE_OPENAI_EMB_DEPLOYMENT=$AZURE_OPENAI_EMB_DEPLOYMENT" \
+ "AZURE_OPENAI_RESOURCE_GROUP=$AZURE_OPENAI_RESOURCE_GROUP" \
+ "AZURE_OPENAI_SERVICE=$AZURE_OPENAI_SERVICE" \
+ "AZURE_RESOURCE_GROUP=$AZURE_RESOURCE_GROUP" \
+ "AZURE_SEARCH_INDEX=$AZURE_SEARCH_INDEX" \
+ "AZURE_SEARCH_SERVICE=$AZURE_SEARCH_SERVICE" \
+ "AZURE_SEARCH_SERVICE_RESOURCE_GROUP=$AZURE_SEARCH_SERVICE_RESOURCE_GROUP" \
+ "AZURE_STORAGE_ACCOUNT=$AZURE_STORAGE_ACCOUNT" \
+ "AZURE_STORAGE_CONTAINER=$AZURE_STORAGE_CONTAINER" \
+ "AZURE_STORAGE_RESOURCE_GROUP=$AZURE_STORAGE_RESOURCE_GROUP" \
+ "AZURE_SUBSCRIPTION_ID=$AZURE_SUBSCRIPTION_ID" \
+ "AZURE_TENANT_ID=$AZURE_TENANT_ID" \
+ "AZURE_USE_APPLICATION_INSIGHTS=$AZURE_USE_APPLICATION_INSIGHTS" \
+ "BACKEND_URI=$BACKEND_URI" \
+ --registry-server $AZURE_CONTAINER_REGISTRY_NAME.azurecr.io \
+ --registry-identity system \
+ --system-assigned \
+ --min-replicas 1 --max-replicas 1 \
+ --ingress external \
+ --target-port 8000
+
+az role assignment create --role "Contributor" --assignee `az containerapp show -n doc-uploader -g $AZURE_RESOURCE_GROUP -o tsv --query identity.principalId` --resource-group $AZURE_RESOURCE_GROUP
+az role assignment create --role "Storage Blob Data Contributor" --assignee `az containerapp show -n doc-uploader -g $AZURE_RESOURCE_GROUP -o tsv --query identity.principalId` --resource-group $AZURE_RESOURCE_GROUP
+
+# az containerapp up -n doc-uploader -g $AZURE_RESOURCE_GROUP \
+# --registry-server $AZURE_CONTAINER_REGISTRY_NAME.azurecr.io \
+# --source .
\ No newline at end of file
diff --git a/scripts/entrypoint.sh b/scripts/entrypoint.sh
new file mode 100755
index 0000000000..b13d1a4400
--- /dev/null
+++ b/scripts/entrypoint.sh
@@ -0,0 +1,7 @@
+python3 prepdocs.py --novectors --localpdfparser --verbose \
+ --bloburl "$BLOB_URL" \
+ --logfilename "$LOG_FILE_NAME" \
+ --storageaccount "$AZURE_STORAGE_ACCOUNT" --container "$AZURE_STORAGE_CONTAINER" \
+ --searchservice "$AZURE_SEARCH_SERVICE" --index "$AZURE_SEARCH_INDEX" \
+ --openaiservice "$AZURE_OPENAI_SERVICE" --openaideployment "$AZURE_OPENAI_EMB_DEPLOYMENT" \
+ --formrecognizerservice "$AZURE_FORMRECOGNIZER_SERVICE"
diff --git a/scripts/prepdocs.py b/scripts/prepdocs.py
index b41c91bf60..5cbea30f08 100644
--- a/scripts/prepdocs.py
+++ b/scripts/prepdocs.py
@@ -1,16 +1,19 @@
import argparse
import base64
+import datetime
import glob
import html
import io
import os
import re
import time
+import urllib.request
+from urllib.parse import urlparse
import openai
from azure.ai.formrecognizer import DocumentAnalysisClient
from azure.core.credentials import AzureKeyCredential
-from azure.identity import AzureDeveloperCliCredential
+from azure.identity import DefaultAzureCredential
from azure.search.documents import SearchClient
from azure.search.documents.indexes import SearchIndexClient
from azure.search.documents.indexes.models import (
@@ -58,7 +61,7 @@ def upload_blobs(filename):
pages = reader.pages
for i in range(len(pages)):
blob_name = blob_name_from_file_page(filename, i)
- if args.verbose: print(f"\tUploading blob for page {i} -> {blob_name}")
+ if args.verbose: write_log(f"\tUploading blob for page {i} -> {blob_name}")
f = io.BytesIO()
writer = PdfWriter()
writer.add_page(pages[i])
@@ -71,7 +74,7 @@ def upload_blobs(filename):
blob_container.upload_blob(blob_name, data, overwrite=True)
def remove_blobs(filename):
- if args.verbose: print(f"Removing blobs for '{filename or ''}'")
+ if args.verbose: write_log(f"Removing blobs for '{filename or ''}'")
blob_service = BlobServiceClient(account_url=f"https://{args.storageaccount}.blob.core.windows.net", credential=storage_creds)
blob_container = blob_service.get_container_client(args.container)
if blob_container.exists():
@@ -81,7 +84,7 @@ def remove_blobs(filename):
prefix = os.path.splitext(os.path.basename(filename))[0]
blobs = filter(lambda b: re.match(f"{prefix}-\d+\.pdf", b), blob_container.list_blob_names(name_starts_with=os.path.splitext(os.path.basename(prefix))[0]))
for b in blobs:
- if args.verbose: print(f"\tRemoving blob {b}")
+ if args.verbose: write_log(f"\tRemoving blob {b}")
blob_container.delete_blob(b)
def table_to_html(table):
@@ -110,7 +113,7 @@ def get_document_text(filename):
page_map.append((page_num, offset, page_text))
offset += len(page_text)
else:
- if args.verbose: print(f"Extracting text from '{filename}' using Azure Form Recognizer")
+ if args.verbose: write_log(f"Extracting text from '{filename}' using Azure Form Recognizer")
form_recognizer_client = DocumentAnalysisClient(endpoint=f"https://{args.formrecognizerservice}.cognitiveservices.azure.com/", credential=formrecognizer_creds, headers={"x-ms-useragent": "azure-search-chat-demo/1.0.0"})
with open(filename, "rb") as f:
poller = form_recognizer_client.begin_analyze_document("prebuilt-layout", document = f)
@@ -150,7 +153,7 @@ def get_document_text(filename):
def split_text(page_map, filename):
SENTENCE_ENDINGS = [".", "!", "?"]
WORDS_BREAKS = [",", ";", ":", " ", "(", ")", "[", "]", "{", "}", "\t", "\n"]
- if args.verbose: print(f"Splitting '{filename}' into sections")
+ if args.verbose: write_log(f"Splitting '{filename}' into sections")
def find_page(offset):
num_pages = len(page_map)
@@ -199,7 +202,7 @@ def find_page(offset):
# If the section ends with an unclosed table, we need to start the next section with the table.
# If table starts inside SENTENCE_SEARCH_LIMIT, we ignore it, as that will cause an infinite loop for tables longer than MAX_SECTION_LENGTH
# If last table starts inside SECTION_OVERLAP, keep overlapping
- if args.verbose: print(f"Section ends with unclosed table, starting next section with the table at page {find_page(start)} offset {start} table start {last_table_start}")
+ if args.verbose: write_log(f"Section ends with unclosed table, starting next section with the table at page {find_page(start)} offset {start} table start {last_table_start}")
start = min(end - SECTION_OVERLAP, start + last_table_start)
else:
start = end - SECTION_OVERLAP
@@ -227,7 +230,7 @@ def create_sections(filename, page_map, use_vectors):
yield section
def before_retry_sleep(retry_state):
- if args.verbose: print("Rate limited on the OpenAI embeddings API, sleeping before retrying...")
+ if args.verbose: write_log("Rate limited on the OpenAI embeddings API, sleeping before retrying...")
@retry(wait=wait_random_exponential(min=1, max=60), stop=stop_after_attempt(15), before_sleep=before_retry_sleep)
def compute_embedding(text):
@@ -235,7 +238,7 @@ def compute_embedding(text):
return openai.Embedding.create(engine=args.openaideployment, input=text)["data"][0]["embedding"]
def create_search_index():
- if args.verbose: print(f"Ensuring search index {args.index} exists")
+ if args.verbose: write_log(f"Ensuring search index {args.index} exists")
index_client = SearchIndexClient(endpoint=f"https://{args.searchservice}.search.windows.net/",
credential=search_creds)
if args.index not in index_client.list_index_names():
@@ -266,13 +269,13 @@ def create_search_index():
]
)
)
- if args.verbose: print(f"Creating {args.index} search index")
+ if args.verbose: write_log(f"Creating {args.index} search index")
index_client.create_index(index)
else:
- if args.verbose: print(f"Search index {args.index} already exists")
+ if args.verbose: write_log(f"Search index {args.index} already exists")
def index_sections(filename, sections):
- if args.verbose: print(f"Indexing sections from '{filename}' into search index '{args.index}'")
+ if args.verbose: write_log(f"Indexing sections from '{filename}' into search index '{args.index}'")
search_client = SearchClient(endpoint=f"https://{args.searchservice}.search.windows.net/",
index_name=args.index,
credential=search_creds)
@@ -284,16 +287,16 @@ def index_sections(filename, sections):
if i % 1000 == 0:
results = search_client.upload_documents(documents=batch)
succeeded = sum([1 for r in results if r.succeeded])
- if args.verbose: print(f"\tIndexed {len(results)} sections, {succeeded} succeeded")
+ if args.verbose: write_log(f"\tIndexed {len(results)} sections, {succeeded} succeeded")
batch = []
if len(batch) > 0:
results = search_client.upload_documents(documents=batch)
succeeded = sum([1 for r in results if r.succeeded])
- if args.verbose: print(f"\tIndexed {len(results)} sections, {succeeded} succeeded")
+ if args.verbose: write_log(f"\tIndexed {len(results)} sections, {succeeded} succeeded")
def remove_from_index(filename):
- if args.verbose: print(f"Removing sections from '{filename or ''}' from search index '{args.index}'")
+ if args.verbose: write_log(f"Removing sections from '{filename or ''}' from search index '{args.index}'")
search_client = SearchClient(endpoint=f"https://{args.searchservice}.search.windows.net/",
index_name=args.index,
credential=search_creds)
@@ -303,10 +306,18 @@ def remove_from_index(filename):
if r.get_count() == 0:
break
r = search_client.delete_documents(documents=[{ "id": d["id"] } for d in r])
- if args.verbose: print(f"\tRemoved {len(r)} sections from index")
+ if args.verbose: write_log(f"\tRemoved {len(r)} sections from index")
# It can take a few seconds for search results to reflect changes, so wait a bit
time.sleep(2)
+def process_file(filename, upload_each_page = True):
+ if upload_each_page:
+ upload_blobs(filename)
+ page_map = get_document_text(filename)
+ sections = create_sections(os.path.basename(filename), page_map, use_vectors)
+ index_sections(os.path.basename(filename), sections)
+
+
# refresh open ai token every 5 minutes
def refresh_openai_token():
if open_ai_token_cache[CACHE_KEY_TOKEN_TYPE] == 'azure_ad' and open_ai_token_cache[CACHE_KEY_CREATED_TIME] + 300 < time.time():
@@ -320,22 +331,42 @@ def read_files(path_pattern: str, use_vectors: bool):
and execute indexing for the individual files
"""
for filename in glob.glob(path_pattern):
- if args.verbose: print(f"Processing '{filename}'")
- if args.remove:
- remove_blobs(filename)
- remove_from_index(filename)
- else:
- if os.path.isdir(filename):
- read_files(filename + "/*", use_vectors)
- continue
- try:
- if not args.skipblobs:
- upload_blobs(filename)
- page_map = get_document_text(filename)
- sections = create_sections(os.path.basename(filename), page_map, use_vectors)
- index_sections(os.path.basename(filename), sections)
- except Exception as e:
- print(f"\tGot an error while reading {filename} -> {e} --> skipping file")
+ read_file(filename, use_vectors)
+
+def read_file(filename, use_vectors):
+ if args.verbose:
+ write_log(f"Processing '{filename}'")
+ if args.remove:
+ remove_blobs(filename)
+ remove_from_index(filename)
+ else:
+ if os.path.isdir(filename):
+ read_files(filename + "/*", use_vectors)
+ return
+ try:
+ if not args.skipblobs:
+ upload_blobs(filename)
+ page_map = get_document_text(filename)
+ sections = create_sections(os.path.basename(filename), page_map, use_vectors)
+ index_sections(os.path.basename(filename), sections)
+ except Exception as e:
+ write_log(f"\tGot an error while reading {filename} -> {e} --> skipping file")
+
+log_blob_client = None
+def write_log(message):
+ global log_blob_client
+ print(message)
+ if args.logfilename:
+ if not log_blob_client:
+ log_container_name = "prepdocslogs"
+ blob_service = BlobServiceClient(account_url=f"https://{args.storageaccount}.blob.core.windows.net", credential=storage_creds)
+ blob_container = blob_service.get_container_client(log_container_name)
+ if not blob_container.exists():
+ blob_container.create_container()
+ log_blob_client = blob_service.get_blob_client(container=log_container_name, blob=args.logfilename)
+ if not log_blob_client.exists():
+ log_blob_client.create_append_blob()
+ log_blob_client.append_block(message + "\n")
if __name__ == "__main__":
@@ -343,7 +374,7 @@ def read_files(path_pattern: str, use_vectors: bool):
description="Prepare documents by extracting content from PDFs, splitting content into sections, uploading to blob storage, and indexing in a search index.",
epilog="Example: prepdocs.py '..\data\*' --storageaccount myaccount --container mycontainer --searchservice mysearch --index myindex -v"
)
- parser.add_argument("files", help="Files to be processed")
+ parser.add_argument("--files", required=False, help="Local files to be processed")
parser.add_argument("--category", help="Value for the category field in the search index for all sections indexed in this run")
parser.add_argument("--skipblobs", action="store_true", help="Skip uploading individual pages to Azure Blob Storage")
parser.add_argument("--storageaccount", help="Azure Blob Storage account name")
@@ -363,10 +394,12 @@ def read_files(path_pattern: str, use_vectors: bool):
parser.add_argument("--formrecognizerservice", required=False, help="Optional. Name of the Azure Form Recognizer service which will be used to extract text, tables and layout from the documents (must exist already)")
parser.add_argument("--formrecognizerkey", required=False, help="Optional. Use this Azure Form Recognizer account key instead of the current user identity to login (use az login to set current user for Azure)")
parser.add_argument("--verbose", "-v", action="store_true", help="Verbose output")
+ parser.add_argument("--bloburl", required=False, help="Optional. Process this blob URL instead of a local file")
+ parser.add_argument("--logfilename", required=False, help="Optional. Save logs to a file of this name")
args = parser.parse_args()
# Use the current user identity to connect to Azure services unless a key is explicitly set for any of them
- azd_credential = AzureDeveloperCliCredential() if args.tenantid is None else AzureDeveloperCliCredential(tenant_id=args.tenantid, process_timeout=60)
+ azd_credential = DefaultAzureCredential() if args.tenantid is None else DefaultAzureCredential(tenant_id=args.tenantid, process_timeout=60)
default_creds = azd_credential if args.searchkey is None or args.storagekey is None else None
search_creds = default_creds if args.searchkey is None else AzureKeyCredential(args.searchkey)
use_vectors = not args.novectors
@@ -376,7 +409,7 @@ def read_files(path_pattern: str, use_vectors: bool):
if not args.localpdfparser:
# check if Azure Form Recognizer credentials are provided
if args.formrecognizerservice is None:
- print("Error: Azure Form Recognizer service is not provided. Please provide formrecognizerservice or use --localpdfparser for local pypdf parser.")
+ write_log("Error: Azure Form Recognizer service is not provided. Please provide formrecognizerservice or use --localpdfparser for local pypdf parser.")
exit(1)
formrecognizer_creds = default_creds if args.formrecognizerkey is None else AzureKeyCredential(args.formrecognizerkey)
@@ -401,5 +434,18 @@ def read_files(path_pattern: str, use_vectors: bool):
if not args.remove:
create_search_index()
- print("Processing files...")
- read_files(args.files, use_vectors)
+ if args.bloburl:
+ write_log("Downloading blob...")
+ parsed_url = urlparse(args.bloburl)
+ filename = parsed_url.path.split("/")[-1]
+ temp_folder = os.path.join(os.getcwd(), "temp")
+ if not os.path.exists(temp_folder):
+ os.makedirs(temp_folder)
+ file_path = os.path.join(temp_folder, filename)
+
+ urllib.request.urlretrieve(args.bloburl, file_path)
+ write_log("Processing file...")
+ read_file(file_path, use_vectors)
+ elif args.files:
+ write_log("Processing files...")
+ read_files(args.files, use_vectors)
diff --git a/scripts/prepdocs.sh b/scripts/prepdocs.sh
index 123b7d8b0e..97fb0bf540 100755
--- a/scripts/prepdocs.sh
+++ b/scripts/prepdocs.sh
@@ -18,4 +18,5 @@ echo 'Installing dependencies from "requirements.txt" into virtual environment'
./scripts/.venv/bin/python -m pip install -r scripts/requirements.txt
echo 'Running "prepdocs.py"'
-./scripts/.venv/bin/python ./scripts/prepdocs.py './data/*' --storageaccount "$AZURE_STORAGE_ACCOUNT" --container "$AZURE_STORAGE_CONTAINER" --searchservice "$AZURE_SEARCH_SERVICE" --openaiservice "$AZURE_OPENAI_SERVICE" --openaideployment "$AZURE_OPENAI_EMB_DEPLOYMENT" --index "$AZURE_SEARCH_INDEX" --formrecognizerservice "$AZURE_FORMRECOGNIZER_SERVICE" --tenantid "$AZURE_TENANT_ID" -v
+# ./scripts/.venv/bin/python ./scripts/prepdocs.py --bloburl 'https://jobsdemo.blob.core.windows.net/public/azure-container-apps.pdf' --storageaccount "$AZURE_STORAGE_ACCOUNT" --container "$AZURE_STORAGE_CONTAINER" --searchservice "$AZURE_SEARCH_SERVICE" --openaiservice "$AZURE_OPENAI_SERVICE" --openaideployment "$AZURE_OPENAI_EMB_DEPLOYMENT" --index "$AZURE_SEARCH_INDEX" --formrecognizerservice "$AZURE_FORMRECOGNIZER_SERVICE" -v --novectors --localpdfparser --remove
+./scripts/.venv/bin/python ./scripts/prepdocs.py --files './data/*' --storageaccount "$AZURE_STORAGE_ACCOUNT" --container "$AZURE_STORAGE_CONTAINER" --searchservice "$AZURE_SEARCH_SERVICE" --openaiservice "$AZURE_OPENAI_SERVICE" --openaideployment "$AZURE_OPENAI_EMB_DEPLOYMENT" --index "$AZURE_SEARCH_INDEX" --formrecognizerservice "$AZURE_FORMRECOGNIZER_SERVICE" -v