* add more data to notebook

* minor change

* fix text in snippets and corresponding responses

---------

Co-authored-by: Amarnath Mullick <[email protected]>

…phrag notebook (#165)

* Move inline data to be hosted on githbub repo

* Minor change

* Add retail data as zip file

---------

Co-authored-by: Amarnath Mullick <[email protected]>

* chore: adding graph_name validation on graph store construction

* test: add tests for invalid graph name

* chore: format fix

---------

Co-authored-by: rahul2393 <[email protected]>

* Check if verified_gql is generated

* Fixed typo

---------

Co-authored-by: Amarnath Mullick <[email protected]>

#169)

* feat(graph): Handle cases when a single table is multiplexed by multiple element definitions

1) Allow the same table used to define multiple node/edge definitions;

For example,

```
  ShareHolding AS PersonOwnsCompany
    SOURCE Person
    DESTINATION Company,
  ShareHolding AS ComanyOwnsCompany
    SOURCE Company
    DESTINATION Company,
```

2) Allow graph schema to reference TOKENLIST-typed properties (by
   ignoring them)

   This is a blocker if a customer manually add search index to a
   property and want to use it using graph query language.

* Adjust the schema representation to be more explicit

* Address comments

Co-authored-by: Averi Kitsch <[email protected]>

* chore(tests): fix many mainline test issues

1) test_spanner_vector_store's dependency on HNLoader fails
   - use a different loader
2) test_spanner_vector_store's add_document failed with PK size exceeded
   (this is due to 1, the loader now returns slightly longer content)
   - use a different url
3) test_spanner_loader doesn't properly clean up the test so that now
   testing database has too many tables
   - add cleanup for these tests

* Fix cleanup code

* Switch to new test databases

The old databases are extremely slow due to too many schema objects
Also verified pytest test/integrations/ properly cleaned up upon test
completion

Fixes #170

Co-authored-by: Averi Kitsch <[email protected]>

…175)

Fixes #178

Co-authored-by: Averi Kitsch <[email protected]>

Fixes #173

Co-authored-by: Averi Kitsch <[email protected]>

Fixes #181

Co-authored-by: Averi Kitsch <[email protected]>

Fixes #183

Co-authored-by: Averi Kitsch <[email protected]>

* chore(deps): update python-nonmajor

* fix for numpy 2

* Update vector_store.py

---------

Co-authored-by: Averi Kitsch <[email protected]>

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Averi Kitsch <[email protected]>