azure-samples / azure-search-python-samples

Azure Search Python sample code

Python samples for Azure AI Search

This repository contains Python code samples used in Azure AI Search documentation. Unless noted otherwise, all samples run on the shared (free) pricing tier of an Azure AI Search service.

Sample	Description
quickstart	"Day One" introduction to the fundamental tasks of working with a search index: create, load, and query. This sample is a notebook .ipynb file. The index is modeled on a subset of the Hotels dataset, widely used in Azure AI Search samples, but reduced here for readability and comprehension.
quickstart-semantic-search	Extends the quickstart through modifications that invoke semantic search. This notebook adds a semantic configuration to the index and semantic query options that formulate the query and response.
search-website-functions-v4	Shows how to create, load, and query a search index in Python using the Azure.Search.Documents library in the Azure SDK for Python. It also includes application code and sample data so that you can see search integration in the context of a full app. The data is from https://github.com/zygmuntz/goodbooks-10k. The app is an Azure Static Web app, using the React library for user interaction, and Azure Function to handle the query requests and responses in the application layer.

Archived samples

• azureml-custom-skill: See the Archive branch of this repository.
• image-processing: See azure-search-sample-archive/tree/main/image-processing.

azure-search-python-samples's Issues

A resource without a type name was found,

r = requests.post(construct_Url(search_service, "indexers", None, None, api_version), data=json.dumps(indexer_def), headers=headers)
<Response [400]>
{
"error": {
"code": "",
"message": "The request is invalid. Details: indexer : A resource without a type name was found, but no expected type was specified. To allow entries without type information, the expected type must also be specified when the model is specified.\r\n"
}
}

add devcontainers

a devcontainer would give anyone the ability to work on this regardless of their setup.

ImportError: cannot import name 'PrioritizedFields' from 'azure.search.documents.indexes.models'

# Uncomment the next line if you need to install the azure-search-documents client library:
%pip install azure-search-documents --pre
%pip show azure-search-documents
%pip install python-dotenv

import os
from azure.core.credentials import AzureKeyCredential
from azure.search.documents.indexes import SearchIndexClient 
from azure.search.documents import SearchClient
from azure.search.documents.indexes.models import (  
    SearchIndex,  
    SearchField,  
    SearchFieldDataType,  
    SimpleField,  
    SearchableField,
    ComplexField,
    SearchIndex,  
    SemanticConfiguration,  
    PrioritizedFields,  
    SemanticField,  
    SemanticSettings,  
)

Error:

ImportError: cannot import name 'PrioritizedFields' from 'azure.search.documents.indexes.models'

Code File:
https://github.com/Azure-Samples/azure-search-python-samples/blob/main/Quickstart-Semantic-Search/semantic-search-quickstart.ipynb?short_path=c3ace9a#L43

Error loading the PythonTutorial-AzureSearch-AIEnrichment.ipynb

There is an issue with the file PythonTutorial-AzureSearch-AIEnrichment.ipynb
The json is not valid. I fixed it locally ( issue is on line 49 in the file), but you might want to fix it for others

Cheers !

Pip subprocess error

Collecting git+https://github.com/NervanaSystems/nlp-architect.git@absa (from -r /azureml-environment-setup/condaenv._0zo7w3g.requirements.txt (line 2))
Cloning https://github.com/NervanaSystems/nlp-architect.git (to revision absa) to /tmp/pip-req-build-om27411s

Static Web APP deployment

In the README, there is a step by step description on how to deploy a Static Web APP from Visual Studio Code using the respective plug-in. The order has been updated in the plugin for static website creation, hence the description in the repo is outdated

Custom Skill Tutorial Does not Work in AML

I believe the files need to be updated so that it can be used in the AML environment.

1. git+https://github.com/NervanaSystems/nlp-architect.git@absa no longer exists (see message error below)
2. I got a rng library error and needed to update numpy
3. I had to use .amlignore to exempt the large model .zip file because it was too large for snapshot
4. I get a BadZipFile error that I cannot resolve (see message error below)

Git Error:

Collecting git+https://github.com/NervanaSystems/nlp-architect.git@absa
Cloning https://github.com/NervanaSystems/nlp-architect.git (to revision absa) to /tmp/pip-req-build-gn4sfh9l
Running command git clone -q https://github.com/NervanaSystems/nlp-architect.git /tmp/pip-req-build-gn4sfh9l
WARNING: Did not find branch or tag 'absa', assuming revision or ref.
Running command git checkout -q absa
error: pathspec 'absa' did not match any file(s) known to git
ERROR: Command errored out with exit status 1: git checkout -q absa Check the logs for full command output.
Note: you may need to restart the kernel to use updated packages.

Zip File Error

Log Output

You can now load the model via spacy.load('en')
Using pre-trained BIST model.
Downloading pre-trained BIST model...
Unable to determine total file size.
Downloading file to: /root/nlp-architect/cache/bist-pretrained/bist-pretrained.zip

0MB [00:00, ?MB/s]
1MB [00:00, 579.96MB/s]
Download Complete
Unzipping...

[2021-04-05T14:57:17.529886] The experiment failed. Finalizing run...
2021-04-05 14:57:17,535 INFO Exiting context: TrackUserError
2021-04-05 14:57:17,536 INFO Exiting context: RunHistory
Cleaning up all outstanding Run operations, waiting 900.0 seconds
1 items cleaning up...
Cleanup took 0.07420921325683594 seconds
2021-04-05 14:57:30,901 INFO Exiting context: ProjectPythonPath
Traceback (most recent call last):
File "train.py", line 46, in
max_iter=args.max_iter)
File "/azureml-envs/azureml_d664de2764d55f1b5c7b6f4fc0a2fd6b/lib/python3.6/site-packages/nlp_architect/models/absa/train/train.py", line 49, in init
self.parser = SpacyBISTParser()
File "/azureml-envs/azureml_d664de2764d55f1b5c7b6f4fc0a2fd6b/lib/python3.6/site-packages/nlp_architect/pipelines/spacy_bist.py", line 46, in init
_download_pretrained_model()
File "/azureml-envs/azureml_d664de2764d55f1b5c7b6f4fc0a2fd6b/lib/python3.6/site-packages/nlp_architect/pipelines/spacy_bist.py", line 170, in _download_pretrained_model
uncompress_file(zip_path, outpath=str(SpacyBISTParser.dir))
File "/azureml-envs/azureml_d664de2764d55f1b5c7b6f4fc0a2fd6b/lib/python3.6/site-packages/nlp_architect/utils/io.py", line 85, in uncompress_file
with zipfile.ZipFile(filepath) as z:
File "/azureml-envs/azureml_d664de2764d55f1b5c7b6f4fc0a2fd6b/lib/python3.6/zipfile.py", line 1108, in init
self._RealGetContents()
File "/azureml-envs/azureml_d664de2764d55f1b5c7b6f4fc0a2fd6b/lib/python3.6/zipfile.py", line 1175, in _RealGetContents
raise BadZipFile("File is not a zip file")
zipfile.BadZipFile: File is not a zip file

Failed to establish a new connection

I'm using python 3.7 and the admin_key:
<urllib3.connection.HTTPSConnection object at 0x0000015B49BF2588>: Failed to establish a new connection: [Errno 11001] getaddrinfo failed