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Code Issues Packages Projects Releases 14 Wiki Activity

Merge branch 'main' into spanner-create-instance

Browse Source
This commit is contained in:
gRedHeadphone
2025-12-31 13:16:30 +05:30
committed by GitHub
parent 3a317a3455 53885e6c0d
commit 6d43488ddf
149 changed files with 2571 additions and 4066 deletions
Download Patch File Download Diff File Expand all files Collapse all files

4
.ci/integration.cloudbuild.yaml
View File

@@ -895,8 +895,8 @@ steps:
total_coverage=$(go tool cover -func=oracle_coverage.out | grep "total:" | awk '{print $3}')
echo "Oracle total coverage: $total_coverage"
coverage_numeric=$(echo "$total_coverage" | sed 's/%//')
if awk -v cov="$coverage_numeric" 'BEGIN {exit !(cov < 30)}'; then
echo "Coverage failure: $total_coverage is below 30%."
if awk -v cov="$coverage_numeric" 'BEGIN {exit !(cov < 20)}'; then
echo "Coverage failure: $total_coverage is below 20%."
exit 1
fi

6
.github/workflows/deploy_dev_docs.yaml vendored
View File

@@ -40,7 +40,7 @@ jobs:
group: docs-deployment
cancel-in-progress: false
steps:
- uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
- uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6
with:
fetch-depth: 0 # Fetch all history for .GitInfo and .Lastmod
@@ -51,12 +51,12 @@ jobs:
extended: true
- name: Setup Node
uses: actions/setup-node@2028fbc5c25fe9cf00d9f06a71cc4710d4507903 # v6
uses: actions/setup-node@395ad3262231945c25e8478fd5baf05154b1d79f # v6
with:
node-version: "22"
- name: Cache dependencies
uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
uses: actions/cache@9255dc7a253b0ccc959486e2bca901246202afeb # v5
with:
path: ~/.npm
key: ${{ runner.os }}-node-${{ hashFiles('**/package-lock.json') }}

6
.github/workflows/deploy_previous_version_docs.yaml vendored
View File

@@ -30,14 +30,14 @@ jobs:
steps:
- name: Checkout main branch (for latest templates and theme)
uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6
with:
ref: 'main'
submodules: 'recursive'
fetch-depth: 0
- name: Checkout old content from tag into a temporary directory
uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6
with:
ref: ${{ github.event.inputs.version_tag }}
path: 'old_version_source' # Checkout into a temp subdir
@@ -57,7 +57,7 @@ jobs:
with:
hugo-version: "0.145.0"
extended: true
- uses: actions/setup-node@2028fbc5c25fe9cf00d9f06a71cc4710d4507903 # v6
- uses: actions/setup-node@395ad3262231945c25e8478fd5baf05154b1d79f # v6
with:
node-version: "22"

4
.github/workflows/deploy_versioned_docs.yaml vendored
View File

@@ -30,7 +30,7 @@ jobs:
cancel-in-progress: false
steps:
- name: Checkout Code at Tag
uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6
with:
ref: ${{ github.event.release.tag_name }}
@@ -44,7 +44,7 @@ jobs:
extended: true
- name: Setup Node
uses: actions/setup-node@2028fbc5c25fe9cf00d9f06a71cc4710d4507903 # v6
uses: actions/setup-node@395ad3262231945c25e8478fd5baf05154b1d79f # v6
with:
node-version: "22"

2
.github/workflows/docs_preview_clean.yaml vendored
View File

@@ -34,7 +34,7 @@ jobs:
group: "preview-${{ github.event.number }}"
cancel-in-progress: true
steps:
- uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
- uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6
with:
ref: versioned-gh-pages

6
.github/workflows/docs_preview_deploy.yaml vendored
View File

@@ -49,7 +49,7 @@ jobs:
group: "preview-${{ github.event.number }}"
cancel-in-progress: true
steps:
- uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
- uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6
with:
# Checkout the PR's HEAD commit (supports forks).
ref: ${{ github.event.pull_request.head.sha }}
@@ -62,12 +62,12 @@ jobs:
extended: true
- name: Setup Node
uses: actions/setup-node@2028fbc5c25fe9cf00d9f06a71cc4710d4507903 # v6
uses: actions/setup-node@395ad3262231945c25e8478fd5baf05154b1d79f # v6
with:
node-version: "22"
- name: Cache dependencies
uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4
uses: actions/cache@9255dc7a253b0ccc959486e2bca901246202afeb # v5
with:
path: ~/.npm
key: ${{ runner.os }}-node-${{ hashFiles('**/package-lock.json') }}

6
.github/workflows/link_checker_workflow.yaml vendored
View File

@@ -22,17 +22,17 @@ jobs:
runs-on: ubuntu-latest
steps:
- name: Checkout Repository
uses: actions/checkout@v5
uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6
- name: Restore lychee cache
uses: actions/cache@v4
uses: actions/cache@9255dc7a253b0ccc959486e2bca901246202afeb # v5
with:
path: .lycheecache
key: cache-lychee-${{ github.sha }}
restore-keys: cache-lychee-
- name: Link Checker
uses: lycheeverse/lychee-action@v2
uses: lycheeverse/lychee-action@a8c4c7cb88f0c7386610c35eb25108e448569cb0 # v2
with:
args: >
--verbose

4
.github/workflows/lint.yaml vendored
View File

@@ -55,7 +55,7 @@ jobs:
with:
go-version: "1.25"
- name: Checkout code
uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5.0.1
uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
with:
ref: ${{ github.event.pull_request.head.sha }}
repository: ${{ github.event.pull_request.head.repo.full_name }}
@@ -66,7 +66,7 @@ jobs:
run: |
go mod tidy && git diff --exit-code
- name: golangci-lint
uses: golangci/golangci-lint-action@4afd733a84b1f43292c63897423277bb7f4313a9 # v8.0.0
uses: golangci/golangci-lint-action@1e7e51e771db61008b38414a730f564565cf7c20 # v9.2.0
with:
version: latest
args: --timeout 10m

2
.github/workflows/publish-mcp.yml vendored
View File

@@ -29,7 +29,7 @@ jobs:
steps:
- name: Checkout code
uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6
- name: Wait for image in Artifact Registry
shell: bash

2
.github/workflows/sync-labels.yaml vendored
View File

@@ -29,7 +29,7 @@ jobs:
issues: 'write'
pull-requests: 'write'
steps:
- uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5.0.1
- uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
- uses: micnncim/action-label-syncer@3abd5ab72fda571e69fffd97bd4e0033dd5f495c # v1.3.0
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

2
.github/workflows/tests.yaml vendored
View File

@@ -62,7 +62,7 @@ jobs:
go-version: "1.24"
- name: Checkout code
uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5.0.1
uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
with:
ref: ${{ github.event.pull_request.head.sha }}
repository: ${{ github.event.pull_request.head.repo.full_name }}

8
docs/en/getting-started/quickstart/go/adkgo/go.mod
View File

@@ -28,11 +28,11 @@ require (
go.opentelemetry.io/otel/metric v1.38.0 // indirect
go.opentelemetry.io/otel/sdk v1.38.0 // indirect
go.opentelemetry.io/otel/trace v1.38.0 // indirect
golang.org/x/crypto v0.43.0 // indirect
golang.org/x/net v0.46.0 // indirect
golang.org/x/crypto v0.45.0 // indirect
golang.org/x/net v0.47.0 // indirect
golang.org/x/oauth2 v0.32.0 // indirect
golang.org/x/sys v0.37.0 // indirect
golang.org/x/text v0.30.0 // indirect
golang.org/x/sys v0.38.0 // indirect
golang.org/x/text v0.31.0 // indirect
google.golang.org/api v0.255.0 // indirect
google.golang.org/genproto/googleapis/rpc v0.0.0-20251029180050-ab9386a59fda // indirect
google.golang.org/grpc v1.76.0 // indirect

20
docs/en/getting-started/quickstart/go/adkgo/go.sum
View File

@@ -88,18 +88,18 @@ go.opentelemetry.io/otel/trace v1.38.0 h1:Fxk5bKrDZJUH+AMyyIXGcFAPah0oRcT+LuNtJr
go.opentelemetry.io/otel/trace v1.38.0/go.mod h1:j1P9ivuFsTceSWe1oY+EeW3sc+Pp42sO++GHkg4wwhs=
go.uber.org/goleak v1.3.0 h1:2K3zAYmnTNqV73imy9J1T3WC+gmCePx2hEGkimedGto=
go.uber.org/goleak v1.3.0/go.mod h1:CoHD4mav9JJNrW/WLlf7HGZPjdw8EucARQHekz1X6bE=
golang.org/x/crypto v0.43.0 h1:dduJYIi3A3KOfdGOHX8AVZ/jGiyPa3IbBozJ5kNuE04=
golang.org/x/crypto v0.43.0/go.mod h1:BFbav4mRNlXJL4wNeejLpWxB7wMbc79PdRGhWKncxR0=
golang.org/x/net v0.46.0 h1:giFlY12I07fugqwPuWJi68oOnpfqFnJIJzaIIm2JVV4=
golang.org/x/net v0.46.0/go.mod h1:Q9BGdFy1y4nkUwiLvT5qtyhAnEHgnQ/zd8PfU6nc210=
golang.org/x/crypto v0.45.0 h1:jMBrvKuj23MTlT0bQEOBcAE0mjg8mK9RXFhRH6nyF3Q=
golang.org/x/crypto v0.45.0/go.mod h1:XTGrrkGJve7CYK7J8PEww4aY7gM3qMCElcJQ8n8JdX4=
golang.org/x/net v0.47.0 h1:Mx+4dIFzqraBXUugkia1OOvlD6LemFo1ALMHjrXDOhY=
golang.org/x/net v0.47.0/go.mod h1:/jNxtkgq5yWUGYkaZGqo27cfGZ1c5Nen03aYrrKpVRU=
golang.org/x/oauth2 v0.32.0 h1:jsCblLleRMDrxMN29H3z/k1KliIvpLgCkE6R8FXXNgY=
golang.org/x/oauth2 v0.32.0/go.mod h1:lzm5WQJQwKZ3nwavOZ3IS5Aulzxi68dUSgRHujetwEA=
golang.org/x/sync v0.17.0 h1:l60nONMj9l5drqw6jlhIELNv9I0A4OFgRsG9k2oT9Ug=
golang.org/x/sync v0.17.0/go.mod h1:9KTHXmSnoGruLpwFjVSX0lNNA75CykiMECbovNTZqGI=
golang.org/x/sys v0.37.0 h1:fdNQudmxPjkdUTPnLn5mdQv7Zwvbvpaxqs831goi9kQ=
golang.org/x/sys v0.37.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
golang.org/x/text v0.30.0 h1:yznKA/E9zq54KzlzBEAWn1NXSQ8DIp/NYMy88xJjl4k=
golang.org/x/text v0.30.0/go.mod h1:yDdHFIX9t+tORqspjENWgzaCVXgk0yYnYuSZ8UzzBVM=
golang.org/x/sync v0.18.0 h1:kr88TuHDroi+UVf+0hZnirlk8o8T+4MrK6mr60WkH/I=
golang.org/x/sync v0.18.0/go.mod h1:9KTHXmSnoGruLpwFjVSX0lNNA75CykiMECbovNTZqGI=
golang.org/x/sys v0.38.0 h1:3yZWxaJjBmCWXqhN1qh02AkOnCQ1poK6oF+a7xWL6Gc=
golang.org/x/sys v0.38.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
golang.org/x/text v0.31.0 h1:aC8ghyu4JhP8VojJ2lEHBnochRno1sgL6nEi9WGFGMM=
golang.org/x/text v0.31.0/go.mod h1:tKRAlv61yKIjGGHX/4tP1LTbc13YSec1pxVEWXzfoeM=
golang.org/x/time v0.14.0 h1:MRx4UaLrDotUKUdCIqzPC48t1Y9hANFKIRpNx+Te8PI=
golang.org/x/time v0.14.0/go.mod h1:eL/Oa2bBBK0TkX57Fyni+NgnyQQN4LitPmob2Hjnqw4=
gonum.org/v1/gonum v0.16.0 h1:5+ul4Swaf3ESvrOnidPp4GZbzf0mxVQpDCYUQE7OJfk=

8
docs/en/getting-started/quickstart/go/genkit/go.mod
View File

@@ -39,11 +39,11 @@ require (
go.opentelemetry.io/otel/metric v1.38.0 // indirect
go.opentelemetry.io/otel/sdk v1.38.0 // indirect
go.opentelemetry.io/otel/trace v1.38.0 // indirect
golang.org/x/crypto v0.43.0 // indirect
golang.org/x/net v0.46.0 // indirect
golang.org/x/crypto v0.45.0 // indirect
golang.org/x/net v0.47.0 // indirect
golang.org/x/oauth2 v0.32.0 // indirect
golang.org/x/sys v0.37.0 // indirect
golang.org/x/text v0.30.0 // indirect
golang.org/x/sys v0.38.0 // indirect
golang.org/x/text v0.31.0 // indirect
google.golang.org/api v0.255.0 // indirect
google.golang.org/genai v1.34.0 // indirect
google.golang.org/genproto/googleapis/rpc v0.0.0-20251029180050-ab9386a59fda // indirect

20
docs/en/getting-started/quickstart/go/genkit/go.sum
View File

@@ -123,18 +123,18 @@ go.opentelemetry.io/otel/trace v1.38.0 h1:Fxk5bKrDZJUH+AMyyIXGcFAPah0oRcT+LuNtJr
go.opentelemetry.io/otel/trace v1.38.0/go.mod h1:j1P9ivuFsTceSWe1oY+EeW3sc+Pp42sO++GHkg4wwhs=
go.uber.org/goleak v1.3.0 h1:2K3zAYmnTNqV73imy9J1T3WC+gmCePx2hEGkimedGto=
go.uber.org/goleak v1.3.0/go.mod h1:CoHD4mav9JJNrW/WLlf7HGZPjdw8EucARQHekz1X6bE=
golang.org/x/crypto v0.43.0 h1:dduJYIi3A3KOfdGOHX8AVZ/jGiyPa3IbBozJ5kNuE04=
golang.org/x/crypto v0.43.0/go.mod h1:BFbav4mRNlXJL4wNeejLpWxB7wMbc79PdRGhWKncxR0=
golang.org/x/net v0.46.0 h1:giFlY12I07fugqwPuWJi68oOnpfqFnJIJzaIIm2JVV4=
golang.org/x/net v0.46.0/go.mod h1:Q9BGdFy1y4nkUwiLvT5qtyhAnEHgnQ/zd8PfU6nc210=
golang.org/x/crypto v0.45.0 h1:jMBrvKuj23MTlT0bQEOBcAE0mjg8mK9RXFhRH6nyF3Q=
golang.org/x/crypto v0.45.0/go.mod h1:XTGrrkGJve7CYK7J8PEww4aY7gM3qMCElcJQ8n8JdX4=
golang.org/x/net v0.47.0 h1:Mx+4dIFzqraBXUugkia1OOvlD6LemFo1ALMHjrXDOhY=
golang.org/x/net v0.47.0/go.mod h1:/jNxtkgq5yWUGYkaZGqo27cfGZ1c5Nen03aYrrKpVRU=
golang.org/x/oauth2 v0.32.0 h1:jsCblLleRMDrxMN29H3z/k1KliIvpLgCkE6R8FXXNgY=
golang.org/x/oauth2 v0.32.0/go.mod h1:lzm5WQJQwKZ3nwavOZ3IS5Aulzxi68dUSgRHujetwEA=
golang.org/x/sync v0.17.0 h1:l60nONMj9l5drqw6jlhIELNv9I0A4OFgRsG9k2oT9Ug=
golang.org/x/sync v0.17.0/go.mod h1:9KTHXmSnoGruLpwFjVSX0lNNA75CykiMECbovNTZqGI=
golang.org/x/sys v0.37.0 h1:fdNQudmxPjkdUTPnLn5mdQv7Zwvbvpaxqs831goi9kQ=
golang.org/x/sys v0.37.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
golang.org/x/text v0.30.0 h1:yznKA/E9zq54KzlzBEAWn1NXSQ8DIp/NYMy88xJjl4k=
golang.org/x/text v0.30.0/go.mod h1:yDdHFIX9t+tORqspjENWgzaCVXgk0yYnYuSZ8UzzBVM=
golang.org/x/sync v0.18.0 h1:kr88TuHDroi+UVf+0hZnirlk8o8T+4MrK6mr60WkH/I=
golang.org/x/sync v0.18.0/go.mod h1:9KTHXmSnoGruLpwFjVSX0lNNA75CykiMECbovNTZqGI=
golang.org/x/sys v0.38.0 h1:3yZWxaJjBmCWXqhN1qh02AkOnCQ1poK6oF+a7xWL6Gc=
golang.org/x/sys v0.38.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
golang.org/x/text v0.31.0 h1:aC8ghyu4JhP8VojJ2lEHBnochRno1sgL6nEi9WGFGMM=
golang.org/x/text v0.31.0/go.mod h1:tKRAlv61yKIjGGHX/4tP1LTbc13YSec1pxVEWXzfoeM=
golang.org/x/time v0.14.0 h1:MRx4UaLrDotUKUdCIqzPC48t1Y9hANFKIRpNx+Te8PI=
golang.org/x/time v0.14.0/go.mod h1:eL/Oa2bBBK0TkX57Fyni+NgnyQQN4LitPmob2Hjnqw4=
gonum.org/v1/gonum v0.16.0 h1:5+ul4Swaf3ESvrOnidPp4GZbzf0mxVQpDCYUQE7OJfk=

8
docs/en/getting-started/quickstart/go/openAI/go.mod
View File

@@ -26,11 +26,11 @@ require (
go.opentelemetry.io/otel v1.38.0 // indirect
go.opentelemetry.io/otel/metric v1.38.0 // indirect
go.opentelemetry.io/otel/trace v1.38.0 // indirect
golang.org/x/crypto v0.43.0 // indirect
golang.org/x/net v0.46.0 // indirect
golang.org/x/crypto v0.45.0 // indirect
golang.org/x/net v0.47.0 // indirect
golang.org/x/oauth2 v0.32.0 // indirect
golang.org/x/sys v0.37.0 // indirect
golang.org/x/text v0.30.0 // indirect
golang.org/x/sys v0.38.0 // indirect
golang.org/x/text v0.31.0 // indirect
google.golang.org/api v0.255.0 // indirect
google.golang.org/genproto/googleapis/rpc v0.0.0-20251029180050-ab9386a59fda // indirect
google.golang.org/grpc v1.76.0 // indirect

20
docs/en/getting-started/quickstart/go/openAI/go.sum
View File

@@ -94,18 +94,18 @@ go.opentelemetry.io/otel/sdk/metric v1.38.0 h1:aSH66iL0aZqo//xXzQLYozmWrXxyFkBJ6
go.opentelemetry.io/otel/sdk/metric v1.38.0/go.mod h1:dg9PBnW9XdQ1Hd6ZnRz689CbtrUp0wMMs9iPcgT9EZA=
go.opentelemetry.io/otel/trace v1.38.0 h1:Fxk5bKrDZJUH+AMyyIXGcFAPah0oRcT+LuNtJrmcNLE=
go.opentelemetry.io/otel/trace v1.38.0/go.mod h1:j1P9ivuFsTceSWe1oY+EeW3sc+Pp42sO++GHkg4wwhs=
golang.org/x/crypto v0.43.0 h1:dduJYIi3A3KOfdGOHX8AVZ/jGiyPa3IbBozJ5kNuE04=
golang.org/x/crypto v0.43.0/go.mod h1:BFbav4mRNlXJL4wNeejLpWxB7wMbc79PdRGhWKncxR0=
golang.org/x/net v0.46.0 h1:giFlY12I07fugqwPuWJi68oOnpfqFnJIJzaIIm2JVV4=
golang.org/x/net v0.46.0/go.mod h1:Q9BGdFy1y4nkUwiLvT5qtyhAnEHgnQ/zd8PfU6nc210=
golang.org/x/crypto v0.45.0 h1:jMBrvKuj23MTlT0bQEOBcAE0mjg8mK9RXFhRH6nyF3Q=
golang.org/x/crypto v0.45.0/go.mod h1:XTGrrkGJve7CYK7J8PEww4aY7gM3qMCElcJQ8n8JdX4=
golang.org/x/net v0.47.0 h1:Mx+4dIFzqraBXUugkia1OOvlD6LemFo1ALMHjrXDOhY=
golang.org/x/net v0.47.0/go.mod h1:/jNxtkgq5yWUGYkaZGqo27cfGZ1c5Nen03aYrrKpVRU=
golang.org/x/oauth2 v0.32.0 h1:jsCblLleRMDrxMN29H3z/k1KliIvpLgCkE6R8FXXNgY=
golang.org/x/oauth2 v0.32.0/go.mod h1:lzm5WQJQwKZ3nwavOZ3IS5Aulzxi68dUSgRHujetwEA=
golang.org/x/sync v0.17.0 h1:l60nONMj9l5drqw6jlhIELNv9I0A4OFgRsG9k2oT9Ug=
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73
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@@ -2573,6 +2537,7 @@
"resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz",
"integrity": "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==",
"license": "MIT",
"peer": true,
"funding": {
"url": "https://github.com/sponsors/colinhacks"
}

63
docs/en/getting-started/quickstart/js/langchain/package-lock.json generated
View File

@@ -45,9 +45,9 @@
}
},
"node_modules/@langchain/core": {
"version": "1.1.0",
"resolved": "https://registry.npmjs.org/@langchain/core/-/core-1.1.0.tgz",
"integrity": "sha512-yJ6JHcU9psjnQbzRFkXjIdNTA+3074dA+2pHdH8ewvQCSleSk6JcjkCMIb5+NASjeMoi1ZuntlLKVsNqF38YxA==",
"version": "1.1.8",
"resolved": "https://registry.npmjs.org/@langchain/core/-/core-1.1.8.tgz",
"integrity": "sha512-kIUidOgc0ZdyXo4Ahn9Zas+OayqOfk4ZoKPi7XaDipNSWSApc2+QK5BVcjvwtzxstsNOrmXJiJWEN6WPF/MvAw==",
"license": "MIT",
"peer": true,
"dependencies": {
@@ -56,10 +56,9 @@
"camelcase": "6",
"decamelize": "1.2.0",
"js-tiktoken": "^1.0.12",
"langsmith": "^0.3.64",
"langsmith": ">=0.4.0 <1.0.0",
"mustache": "^4.2.0",
"p-queue": "^6.6.2",
"p-retry": "^7.0.0",
"uuid": "^10.0.0",
"zod": "^3.25.76 || ^4"
},
@@ -67,25 +66,10 @@
"node": ">=20"
}
},
"node_modules/@langchain/core/node_modules/p-retry": {
"version": "7.1.0",
"resolved": "https://registry.npmjs.org/p-retry/-/p-retry-7.1.0.tgz",
"integrity": "sha512-xL4PiFRQa/f9L9ZvR4/gUCRNus4N8YX80ku8kv9Jqz+ZokkiZLM0bcvX0gm1F3PDi9SPRsww1BDsTWgE6Y1GLQ==",
"license": "MIT",
"dependencies": {
"is-network-error": "^1.1.0"
},
"engines": {
"node": ">=20"
},
"funding": {
"url": "https://github.com/sponsors/sindresorhus"
}
},
"node_modules/@langchain/google-genai": {
"version": "2.0.0",
"resolved": "https://registry.npmjs.org/@langchain/google-genai/-/google-genai-2.0.0.tgz",
"integrity": "sha512-PaAWkogQdF+Y2bhhXWXUrC2nO7sTgWLtobBbZl/0V8Aa1F/KG2wrMECie3S17bAdFu/6VmQOuFFrlgSMwQC5KA==",
"version": "2.1.3",
"resolved": "https://registry.npmjs.org/@langchain/google-genai/-/google-genai-2.1.3.tgz",
"integrity": "sha512-ZdlFK/N10GyU6ATzkM01Sk1rlHBoy36Q/MawGD1SyXdD2lQxZxuQZjFWewj6uzWQ2Nnjj70EvU/kmmHVPn6sfQ==",
"license": "MIT",
"dependencies": {
"@google/generative-ai": "^0.24.0",
@@ -95,7 +79,7 @@
"node": ">=20"
},
"peerDependencies": {
"@langchain/core": "1.1.0"
"@langchain/core": "1.1.8"
}
},
"node_modules/@langchain/google-genai/node_modules/uuid": {
@@ -814,18 +798,6 @@
"node": ">=8"
}
},
"node_modules/is-network-error": {
"version": "1.3.0",
"resolved": "https://registry.npmjs.org/is-network-error/-/is-network-error-1.3.0.tgz",
"integrity": "sha512-6oIwpsgRfnDiyEDLMay/GqCl3HoAtH5+RUKW29gYkL0QA+ipzpDLA16yQs7/RHCSu+BwgbJaOUqa4A99qNVQVw==",
"license": "MIT",
"engines": {
"node": ">=16"
},
"funding": {
"url": "https://github.com/sponsors/sindresorhus"
}
},
"node_modules/isexe": {
"version": "2.0.0",
"resolved": "https://registry.npmjs.org/isexe/-/isexe-2.0.0.tgz",
@@ -882,13 +854,14 @@
}
},
"node_modules/langchain": {
"version": "1.0.2",
"resolved": "https://registry.npmjs.org/langchain/-/langchain-1.0.2.tgz",
"integrity": "sha512-He/xvjVl8DHESvdaW6Dpyba72OaLCAfS2CyOm1aWrlJ4C38dKXyTIxphtld8hiii6MWX7qMSmu2EaUwWBx2STg==",
"version": "1.2.3",
"resolved": "https://registry.npmjs.org/langchain/-/langchain-1.2.3.tgz",
"integrity": "sha512-3k986xJuqg4az53JxV5LnGlOzIXF1d9Kq6Y9s7XjitvzhpsbFuTDV5/kiF4cx3pkNGyw0mUXC4tLz9RxucO0hw==",
"license": "MIT",
"dependencies": {
"@langchain/langgraph": "^1.0.0",
"@langchain/langgraph-checkpoint": "^1.0.0",
"langsmith": "~0.3.74",
"langsmith": ">=0.4.0 <1.0.0",
"uuid": "^10.0.0",
"zod": "^3.25.76 || ^4"
},
@@ -896,19 +869,19 @@
"node": ">=20"
},
"peerDependencies": {
"@langchain/core": "^1.0.0"
"@langchain/core": "1.1.8"
}
},
"node_modules/langsmith": {
"version": "0.3.77",
"resolved": "https://registry.npmjs.org/langsmith/-/langsmith-0.3.77.tgz",
"integrity": "sha512-wbS/9IX/hOAsOEOtPj8kCS8H0tFHaelwQ97gTONRtIfoPPLd9MMUmhk0KQB5DdsGAI5abg966+f0dZ/B+YRRzg==",
"version": "0.4.3",
"resolved": "https://registry.npmjs.org/langsmith/-/langsmith-0.4.3.tgz",
"integrity": "sha512-vuBAagBZulXj0rpZhUTxmHhrYIBk53z8e2Q8ty4OHVkahN4ul7Im3OZxD9jsXZB0EuncK1xRYtY8J3BW4vj1zw==",
"license": "MIT",
"dependencies": {
"@types/uuid": "^10.0.0",
"chalk": "^4.1.2",
"console-table-printer": "^2.12.1",
"p-queue": "^6.6.2",
"p-retry": "4",
"semver": "^7.6.3",
"uuid": "^10.0.0"
},

6
docs/en/getting-started/quickstart/python/adk/requirements.txt
View File

@@ -1,3 +1,3 @@
google-adk==1.19.0
toolbox-core==0.5.3
pytest==9.0.1
google-adk==1.21.0
toolbox-core==0.5.4
pytest==9.0.2

6
docs/en/getting-started/quickstart/python/core/requirements.txt
View File

@@ -1,3 +1,3 @@
google-genai==1.52.0
toolbox-core==0.5.3
pytest==9.0.1
google-genai==1.56.0
toolbox-core==0.5.4
pytest==9.0.2

10
docs/en/getting-started/quickstart/python/langchain/requirements.txt
View File

@@ -1,5 +1,5 @@
langchain==1.1.0
langchain-google-vertexai==3.1.0
langgraph==1.0.4
toolbox-langchain==0.5.3
pytest==9.0.1
langchain==1.2.0
langchain-google-vertexai==3.2.0
langgraph==1.0.5
toolbox-langchain==0.5.4
pytest==9.0.2

8
docs/en/getting-started/quickstart/python/llamaindex/requirements.txt
View File

@@ -1,4 +1,4 @@
llama-index==0.14.10
llama-index-llms-google-genai==0.7.3
toolbox-llamaindex==0.5.3
pytest==9.0.1
llama-index==0.14.12
llama-index-llms-google-genai==0.8.3
toolbox-llamaindex==0.5.4
pytest==9.0.2

63
docs/en/resources/sources/dataplex.md
View File

@@ -229,22 +229,38 @@ Finds resources that were created within, before, or after a given date or time.
### Aspect Search
To search for entries based on their attached aspects, use the following query syntax.
aspect:x Matches x as a substring of the full path to the aspect type of an aspect that is attached to the entry, in the format projectid.location.ASPECT_TYPE_ID
aspect=x Matches x as the full path to the aspect type of an aspect that is attached to the entry, in the format projectid.location.ASPECT_TYPE_ID
aspect:xOPERATORvalue
Searches for aspect field values. Matches x as a substring of the full path to the aspect type and field name of an aspect that is attached to the entry, in the format projectid.location.ASPECT_TYPE_ID.FIELD_NAME
`has:x`
Matches `x` as a substring of the full path to the aspect type of an aspect that is attached to the entry, in the format `projectid.location.ASPECT_TYPE_ID`
The list of supported {OPERATOR}s depends on the type of field in the aspect, as follows:
- String: = (exact match) and : (substring)
- All number types: =, :, <, >, <=, >=, =>, =<
- Enum: =
- Datetime: same as for numbers, but the values to compare are treated as datetimes instead of numbers
- Boolean: =
`has=x`
Matches `x` as the full path to the aspect type of an aspect that is attached to the entry, in the format `projectid.location.ASPECT_TYPE_ID`
Only top-level fields of the aspect are searchable. For example, all of the following queries match entries where the value of the is-enrolled field in the employee-info aspect type is true. Other entries that match on the substring are also returned.
- aspect:example-project.us-central1.employee-info.is-enrolled=true
- aspect:example-project.us-central1.employee=true
- aspect:employee=true
`xOPERATORvalue`
Searches for aspect field values. Matches x as a substring of the full path to the aspect type and field name of an aspect that is attached to the entry, in the format `projectid.location.ASPECT_TYPE_ID.FIELD_NAME`
The list of supported operators depends on the type of field in the aspect, as follows:
* **String**: `=` (exact match)
* **All number types**: `=`, `:`, `<`, `>`, `<=`, `>=`, `=>`, `=<`
* **Enum**: `=` (exact match only)
* **Datetime**: same as for numbers, but the values to compare are treated as datetimes instead of numbers
* **Boolean**: `=`
Only top-level fields of the aspect are searchable.
* Syntax for system aspect types:
* `ASPECT_TYPE_ID.FIELD_NAME`
* `dataplex-types.ASPECT_TYPE_ID.FIELD_NAME`
* `dataplex-types.LOCATION.ASPECT_TYPE_ID.FIELD_NAME`
For example, the following queries match entries where the value of the `type` field in the `bigquery-dataset` aspect is `default`:
* `bigquery-dataset.type=default`
* `dataplex-types.bigquery-dataset.type=default`
* `dataplex-types.global.bigquery-dataset.type=default`
* Syntax for custom aspect types:
* If the aspect is created in the global region: `PROJECT_ID.ASPECT_TYPE_ID.FIELD_NAME`
* If the aspect is created in a specific region: `PROJECT_ID.REGION.ASPECT_TYPE_ID.FIELD_NAME`
For example, the following queries match entries where the value of the `is-enrolled` field in the `employee-info` aspect is `true`.
* `example-project.us-central1.employee-info.is-enrolled=true`
* `example-project.employee-info.is-enrolled=true`
Example:-
You can use following filters
@@ -258,6 +274,25 @@ Logical AND and logical OR are supported. For example, foo OR bar.
You can negate a predicate with a - (hyphen) or NOT prefix. For example, -name:foo returns resources with names that don't match the predicate foo.
Logical operators are case-sensitive. `OR` and `AND` are acceptable whereas `or` and `and` are not.
### Abbreviated syntax
An abbreviated search syntax is also available, using `|` (vertical bar) for `OR` operators and `,` (comma) for `AND` operators.
For example, to search for entries inside one of many projects using the `OR` operator, you can use the following abbreviated syntax:
`projectid:(id1|id2|id3|id4)`
The same search without using abbreviated syntax looks like the following:
`projectid:id1 OR projectid:id2 OR projectid:id3 OR projectid:id4`
To search for entries with matching column names, use the following:
* **AND**: `column:(name1,name2,name3)`
* **OR**: `column:(name1|name2|name3)`
This abbreviated syntax works for the qualified predicates except for `label` in keyword search.
### Request
1. Always try to rewrite the prompt using search syntax.

2
go.mod
View File

@@ -37,7 +37,6 @@ require (
github.com/google/go-cmp v0.7.0
github.com/google/uuid v1.6.0
github.com/jackc/pgx/v5 v5.7.6
github.com/json-iterator/go v1.1.12
github.com/looker-open-source/sdk-codegen/go v0.25.21
github.com/microsoft/go-mssqldb v1.9.3
github.com/nakagami/firebirdsql v0.9.15
@@ -138,6 +137,7 @@ require (
github.com/jcmturner/goidentity/v6 v6.0.1 // indirect
github.com/jcmturner/gokrb5/v8 v8.4.4 // indirect
github.com/jcmturner/rpc/v2 v2.0.3 // indirect
github.com/json-iterator/go v1.1.12 // indirect
github.com/kardianos/osext v0.0.0-20190222173326-2bc1f35cddc0 // indirect
github.com/klauspost/compress v1.18.0 // indirect
github.com/klauspost/cpuid/v2 v2.2.11 // indirect

11
internal/sources/alloydbpg/alloydb_pg.go
View File

@@ -24,6 +24,7 @@ import (
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/googleapis/genai-toolbox/internal/util/orderedmap"
"github.com/jackc/pgx/v5/pgxpool"
"go.opentelemetry.io/otel/trace"
)
@@ -104,22 +105,22 @@ func (s *Source) PostgresPool() *pgxpool.Pool {
func (s *Source) RunSQL(ctx context.Context, statement string, params []any) (any, error) {
results, err := s.Pool.Query(ctx, statement, params...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w. Query: %v , Values: %v. Toolbox v0.19.0+ is only compatible with AlloyDB AI NL v1.0.3+. Please ensure that you are using the latest AlloyDB AI NL extension", err, statement, params)
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer results.Close()
fields := results.FieldDescriptions()
var out []any
for results.Next() {
v, err := results.Values()
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
vMap := make(map[string]any)
row := orderedmap.Row{}
for i, f := range fields {
vMap[f.Name] = v[i]
row.Add(f.Name, v[i])
}
out = append(out, vMap)
out = append(out, row)
}
// this will catch actual query execution errors
if err := results.Err(); err != nil {

130
internal/sources/bigquery/bigquery.go
View File

@@ -17,7 +17,9 @@ package bigquery
import (
"context"
"fmt"
"math/big"
"net/http"
"reflect"
"strings"
"sync"
"time"
@@ -26,13 +28,16 @@ import (
dataplexapi "cloud.google.com/go/dataplex/apiv1"
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools"
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/googleapis/genai-toolbox/internal/util/orderedmap"
"go.opentelemetry.io/otel/trace"
"golang.org/x/oauth2"
"golang.org/x/oauth2/google"
bigqueryrestapi "google.golang.org/api/bigquery/v2"
"google.golang.org/api/googleapi"
"google.golang.org/api/impersonate"
"google.golang.org/api/iterator"
"google.golang.org/api/option"
)
@@ -483,6 +488,131 @@ func (s *Source) lazyInitDataplexClient(ctx context.Context, tracer trace.Tracer
}
}
func (s *Source) RetrieveClientAndService(accessToken tools.AccessToken) (*bigqueryapi.Client, *bigqueryrestapi.Service, error) {
bqClient := s.BigQueryClient()
restService := s.BigQueryRestService()
// Initialize new client if using user OAuth token
if s.UseClientAuthorization() {
tokenStr, err := accessToken.ParseBearerToken()
if err != nil {
return nil, nil, fmt.Errorf("error parsing access token: %w", err)
}
bqClient, restService, err = s.BigQueryClientCreator()(tokenStr, true)
if err != nil {
return nil, nil, fmt.Errorf("error creating client from OAuth access token: %w", err)
}
}
return bqClient, restService, nil
}
func (s *Source) RunSQL(ctx context.Context, bqClient *bigqueryapi.Client, statement, statementType string, params []bigqueryapi.QueryParameter, connProps []*bigqueryapi.ConnectionProperty) (any, error) {
query := bqClient.Query(statement)
query.Location = bqClient.Location
if params != nil {
query.Parameters = params
}
if connProps != nil {
query.ConnectionProperties = connProps
}
// This block handles SELECT statements, which return a row set.
// We iterate through the results, convert each row into a map of
// column names to values, and return the collection of rows.
job, err := query.Run(ctx)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
it, err := job.Read(ctx)
if err != nil {
return nil, fmt.Errorf("unable to read query results: %w", err)
}
var out []any
for {
var val []bigqueryapi.Value
err = it.Next(&val)
if err == iterator.Done {
break
}
if err != nil {
return nil, fmt.Errorf("unable to iterate through query results: %w", err)
}
schema := it.Schema
row := orderedmap.Row{}
for i, field := range schema {
row.Add(field.Name, NormalizeValue(val[i]))
}
out = append(out, row)
}
// If the query returned any rows, return them directly.
if len(out) > 0 {
return out, nil
}
// This handles the standard case for a SELECT query that successfully
// executes but returns zero rows.
if statementType == "SELECT" {
return "The query returned 0 rows.", nil
}
// This is the fallback for a successful query that doesn't return content.
// In most cases, this will be for DML/DDL statements like INSERT, UPDATE, CREATE, etc.
// However, it is also possible that this was a query that was expected to return rows
// but returned none, a case that we cannot distinguish here.
return "Query executed successfully and returned no content.", nil
}
// NormalizeValue converts BigQuery specific types to standard JSON-compatible types.
// Specifically, it handles *big.Rat (used for NUMERIC/BIGNUMERIC) by converting
// them to decimal strings with up to 38 digits of precision, trimming trailing zeros.
// It recursively handles slices (arrays) and maps (structs) using reflection.
func NormalizeValue(v any) any {
if v == nil {
return nil
}
// Handle *big.Rat specifically.
if rat, ok := v.(*big.Rat); ok {
// Convert big.Rat to a decimal string.
// Use a precision of 38 digits (enough for BIGNUMERIC and NUMERIC)
// and trim trailing zeros to match BigQuery's behavior.
s := rat.FloatString(38)
if strings.Contains(s, ".") {
s = strings.TrimRight(s, "0")
s = strings.TrimRight(s, ".")
}
return s
}
// Use reflection for slices and maps to handle various underlying types.
rv := reflect.ValueOf(v)
switch rv.Kind() {
case reflect.Slice, reflect.Array:
// Preserve []byte as is, so json.Marshal encodes it as Base64 string (BigQuery BYTES behavior).
if rv.Type().Elem().Kind() == reflect.Uint8 {
return v
}
newSlice := make([]any, rv.Len())
for i := 0; i < rv.Len(); i++ {
newSlice[i] = NormalizeValue(rv.Index(i).Interface())
}
return newSlice
case reflect.Map:
// Ensure keys are strings to produce a JSON-compatible map.
if rv.Type().Key().Kind() != reflect.String {
return v
}
newMap := make(map[string]any, rv.Len())
iter := rv.MapRange()
for iter.Next() {
newMap[iter.Key().String()] = NormalizeValue(iter.Value().Interface())
}
return newMap
}
return v
}
func initBigQueryConnection(
ctx context.Context,
tracer trace.Tracer,

104
internal/sources/bigquery/bigquery_test.go
View File

@@ -15,6 +15,8 @@
package bigquery_test
import (
"math/big"
"reflect"
"testing"
yaml "github.com/goccy/go-yaml"
@@ -195,3 +197,105 @@ func TestFailParseFromYaml(t *testing.T) {
})
}
}
func TestNormalizeValue(t *testing.T) {
tests := []struct {
name string
input any
expected any
}{
{
name: "big.Rat 1/3 (NUMERIC scale 9)",
input: new(big.Rat).SetFrac64(1, 3), // 0.33333333333...
expected: "0.33333333333333333333333333333333333333", // FloatString(38)
},
{
name: "big.Rat 19/2 (9.5)",
input: new(big.Rat).SetFrac64(19, 2),
expected: "9.5",
},
{
name: "big.Rat 12341/10 (1234.1)",
input: new(big.Rat).SetFrac64(12341, 10),
expected: "1234.1",
},
{
name: "big.Rat 10/1 (10)",
input: new(big.Rat).SetFrac64(10, 1),
expected: "10",
},
{
name: "string",
input: "hello",
expected: "hello",
},
{
name: "int",
input: 123,
expected: 123,
},
{
name: "nested slice of big.Rat",
input: []any{
new(big.Rat).SetFrac64(19, 2),
new(big.Rat).SetFrac64(1, 4),
},
expected: []any{"9.5", "0.25"},
},
{
name: "nested map of big.Rat",
input: map[string]any{
"val1": new(big.Rat).SetFrac64(19, 2),
"val2": new(big.Rat).SetFrac64(1, 2),
},
expected: map[string]any{
"val1": "9.5",
"val2": "0.5",
},
},
{
name: "complex nested structure",
input: map[string]any{
"list": []any{
map[string]any{
"rat": new(big.Rat).SetFrac64(3, 2),
},
},
},
expected: map[string]any{
"list": []any{
map[string]any{
"rat": "1.5",
},
},
},
},
{
name: "slice of *big.Rat",
input: []*big.Rat{
new(big.Rat).SetFrac64(19, 2),
new(big.Rat).SetFrac64(1, 4),
},
expected: []any{"9.5", "0.25"},
},
{
name: "slice of strings",
input: []string{"a", "b"},
expected: []any{"a", "b"},
},
{
name: "byte slice (BYTES)",
input: []byte("hello"),
expected: []byte("hello"),
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
got := bigquery.NormalizeValue(tt.input)
if !reflect.DeepEqual(got, tt.expected) {
t.Errorf("NormalizeValue() = %v, want %v", got, tt.expected)
}
})
}
}

89
internal/sources/bigtable/bigtable.go
View File

@@ -22,6 +22,7 @@ import (
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
"go.opentelemetry.io/otel/trace"
"google.golang.org/api/option"
)
@@ -88,6 +89,94 @@ func (s *Source) BigtableClient() *bigtable.Client {
return s.Client
}
func getBigtableType(paramType string) (bigtable.SQLType, error) {
switch paramType {
case "boolean":
return bigtable.BoolSQLType{}, nil
case "string":
return bigtable.StringSQLType{}, nil
case "integer":
return bigtable.Int64SQLType{}, nil
case "float":
return bigtable.Float64SQLType{}, nil
case "array":
return bigtable.ArraySQLType{}, nil
default:
return nil, fmt.Errorf("unknow param type %s", paramType)
}
}
func getMapParamsType(tparams parameters.Parameters) (map[string]bigtable.SQLType, error) {
btParamTypes := make(map[string]bigtable.SQLType)
for _, p := range tparams {
if p.GetType() == "array" {
itemType, err := getBigtableType(p.Manifest().Items.Type)
if err != nil {
return nil, err
}
btParamTypes[p.GetName()] = bigtable.ArraySQLType{
ElemType: itemType,
}
continue
}
paramType, err := getBigtableType(p.GetType())
if err != nil {
return nil, err
}
btParamTypes[p.GetName()] = paramType
}
return btParamTypes, nil
}
func (s *Source) RunSQL(ctx context.Context, statement string, configParam parameters.Parameters, params parameters.ParamValues) (any, error) {
mapParamsType, err := getMapParamsType(configParam)
if err != nil {
return nil, fmt.Errorf("fail to get map params: %w", err)
}
ps, err := s.BigtableClient().PrepareStatement(
ctx,
statement,
mapParamsType,
)
if err != nil {
return nil, fmt.Errorf("unable to prepare statement: %w", err)
}
bs, err := ps.Bind(params.AsMap())
if err != nil {
return nil, fmt.Errorf("unable to bind: %w", err)
}
var out []any
var rowErr error
err = bs.Execute(ctx, func(resultRow bigtable.ResultRow) bool {
vMap := make(map[string]any)
cols := resultRow.Metadata.Columns
for _, c := range cols {
var columValue any
if err = resultRow.GetByName(c.Name, &columValue); err != nil {
rowErr = err
return false
}
vMap[c.Name] = columValue
}
out = append(out, vMap)
return true
})
if err != nil {
return nil, fmt.Errorf("unable to execute client: %w", err)
}
if rowErr != nil {
return nil, fmt.Errorf("error processing row: %w", rowErr)
}
return out, nil
}
func initBigtableClient(ctx context.Context, tracer trace.Tracer, name, project, instance string) (*bigtable.Client, error) {
//nolint:all // Reassigned ctx
ctx, span := sources.InitConnectionSpan(ctx, tracer, SourceKind, name)

25
internal/sources/cassandra/cassandra.go
View File

@@ -21,6 +21,7 @@ import (
gocql "github.com/apache/cassandra-gocql-driver/v2"
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
"go.opentelemetry.io/otel/trace"
)
@@ -89,10 +90,32 @@ func (s *Source) ToConfig() sources.SourceConfig {
}
// SourceKind implements sources.Source.
func (s Source) SourceKind() string {
func (s *Source) SourceKind() string {
return SourceKind
}
func (s *Source) RunSQL(ctx context.Context, statement string, params parameters.ParamValues) (any, error) {
sliceParams := params.AsSlice()
iter := s.CassandraSession().Query(statement, sliceParams...).IterContext(ctx)
// Create a slice to store the out
var out []map[string]interface{}
// Scan results into a map and append to the slice
for {
row := make(map[string]interface{}) // Create a new map for each row
if !iter.MapScan(row) {
break // No more rows
}
out = append(out, row)
}
if err := iter.Close(); err != nil {
return nil, fmt.Errorf("unable to parse rows: %w", err)
}
return out, nil
}
var _ sources.Source = &Source{}
func initCassandraSession(ctx context.Context, tracer trace.Tracer, c Config) (*gocql.Session, error) {

64
internal/sources/clickhouse/clickhouse.go
View File

@@ -24,6 +24,7 @@ import (
_ "github.com/ClickHouse/clickhouse-go/v2"
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
"go.opentelemetry.io/otel/trace"
)
@@ -99,6 +100,69 @@ func (s *Source) ClickHousePool() *sql.DB {
return s.Pool
}
func (s *Source) RunSQL(ctx context.Context, statement string, params parameters.ParamValues) (any, error) {
var sliceParams []any
if params != nil {
sliceParams = params.AsSlice()
}
results, err := s.ClickHousePool().QueryContext(ctx, statement, sliceParams...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer results.Close()
cols, err := results.Columns()
if err != nil {
return nil, fmt.Errorf("unable to retrieve rows column name: %w", err)
}
// create an array of values for each column, which can be re-used to scan each row
rawValues := make([]any, len(cols))
values := make([]any, len(cols))
for i := range rawValues {
values[i] = &rawValues[i]
}
colTypes, err := results.ColumnTypes()
if err != nil {
return nil, fmt.Errorf("unable to get column types: %w", err)
}
var out []any
for results.Next() {
err := results.Scan(values...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
vMap := make(map[string]any)
for i, name := range cols {
// ClickHouse driver may return specific types that need handling
switch colTypes[i].DatabaseTypeName() {
case "String", "FixedString":
if rawValues[i] != nil {
// Handle potential []byte to string conversion if needed
if b, ok := rawValues[i].([]byte); ok {
vMap[name] = string(b)
} else {
vMap[name] = rawValues[i]
}
} else {
vMap[name] = nil
}
default:
vMap[name] = rawValues[i]
}
}
out = append(out, vMap)
}
if err := results.Err(); err != nil {
return nil, fmt.Errorf("errors encountered by results.Scan: %w", err)
}
return out, nil
}
func validateConfig(protocol string) error {
validProtocols := map[string]bool{"http": true, "https": true}

43
internal/sources/cloudgda/cloud_gda.go
View File

@@ -14,8 +14,11 @@
package cloudgda
import (
"bytes"
"context"
"encoding/json"
"fmt"
"io"
"net/http"
"github.com/goccy/go-yaml"
@@ -131,3 +134,43 @@ func (s *Source) GetClient(ctx context.Context, accessToken string) (*http.Clien
func (s *Source) UseClientAuthorization() bool {
return s.UseClientOAuth
}
func (s *Source) RunQuery(ctx context.Context, tokenStr string, bodyBytes []byte) (any, error) {
// The API endpoint itself always uses the "global" location.
apiLocation := "global"
apiParent := fmt.Sprintf("projects/%s/locations/%s", s.GetProjectID(), apiLocation)
apiURL := fmt.Sprintf("%s/v1beta/%s:queryData", s.GetBaseURL(), apiParent)
client, err := s.GetClient(ctx, tokenStr)
if err != nil {
return nil, fmt.Errorf("failed to get HTTP client: %w", err)
}
req, err := http.NewRequestWithContext(ctx, http.MethodPost, apiURL, bytes.NewBuffer(bodyBytes))
if err != nil {
return nil, fmt.Errorf("failed to create request: %w", err)
}
req.Header.Set("Content-Type", "application/json")
resp, err := client.Do(req)
if err != nil {
return nil, fmt.Errorf("failed to execute request: %w", err)
}
defer resp.Body.Close()
respBody, err := io.ReadAll(resp.Body)
if err != nil {
return nil, fmt.Errorf("failed to read response body: %w", err)
}
if resp.StatusCode != http.StatusOK {
return nil, fmt.Errorf("API request failed with status %d: %s", resp.StatusCode, string(respBody))
}
var result map[string]any
if err := json.Unmarshal(respBody, &result); err != nil {
return nil, fmt.Errorf("failed to unmarshal response: %w", err)
}
return result, nil
}

43
internal/sources/cloudmonitoring/cloud_monitoring.go
View File

@@ -15,7 +15,9 @@ package cloudmonitoring
import (
"context"
"encoding/json"
"fmt"
"io"
"net/http"
"github.com/goccy/go-yaml"
@@ -131,3 +133,44 @@ func (s *Source) GetClient(ctx context.Context, accessToken string) (*http.Clien
func (s *Source) UseClientAuthorization() bool {
return s.UseClientOAuth
}
func (s *Source) RunQuery(projectID, query string) (any, error) {
url := fmt.Sprintf("%s/v1/projects/%s/location/global/prometheus/api/v1/query", s.BaseURL(), projectID)
req, err := http.NewRequest(http.MethodGet, url, nil)
if err != nil {
return nil, err
}
q := req.URL.Query()
q.Add("query", query)
req.URL.RawQuery = q.Encode()
req.Header.Set("User-Agent", s.UserAgent())
resp, err := s.Client().Do(req)
if err != nil {
return nil, err
}
defer resp.Body.Close()
body, err := io.ReadAll(resp.Body)
if err != nil {
return nil, fmt.Errorf("failed to read response body: %w", err)
}
if resp.StatusCode != http.StatusOK {
return nil, fmt.Errorf("request failed: %s, body: %s", resp.Status, string(body))
}
if len(body) == 0 {
return nil, nil
}
var result map[string]any
if err := json.Unmarshal(body, &result); err != nil {
return nil, fmt.Errorf("failed to unmarshal json: %w, body: %s", err, string(body))
}
return result, nil
}

309
internal/sources/cloudsqladmin/cloud_sql_admin.go
View File

@@ -15,10 +15,16 @@ package cloudsqladmin
import (
"context"
"encoding/json"
"fmt"
"net/http"
"regexp"
"strings"
"text/template"
"time"
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/log"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/util"
"go.opentelemetry.io/otel/trace"
@@ -30,6 +36,8 @@ import (
const SourceKind string = "cloud-sql-admin"
var targetLinkRegex = regexp.MustCompile(`/projects/([^/]+)/instances/([^/]+)/databases/([^/]+)`)
// validate interface
var _ sources.SourceConfig = Config{}
@@ -130,3 +138,304 @@ func (s *Source) GetService(ctx context.Context, accessToken string) (*sqladmin.
func (s *Source) UseClientAuthorization() bool {
return s.UseClientOAuth
}
func (s *Source) CloneInstance(ctx context.Context, project, sourceInstanceName, destinationInstanceName, pointInTime, preferredZone, preferredSecondaryZone, accessToken string) (any, error) {
cloneContext := &sqladmin.CloneContext{
DestinationInstanceName: destinationInstanceName,
}
if pointInTime != "" {
cloneContext.PointInTime = pointInTime
}
if preferredZone != "" {
cloneContext.PreferredZone = preferredZone
}
if preferredSecondaryZone != "" {
cloneContext.PreferredSecondaryZone = preferredSecondaryZone
}
rb := &sqladmin.InstancesCloneRequest{
CloneContext: cloneContext,
}
service, err := s.GetService(ctx, accessToken)
if err != nil {
return nil, err
}
resp, err := service.Instances.Clone(project, sourceInstanceName, rb).Do()
if err != nil {
return nil, fmt.Errorf("error cloning instance: %w", err)
}
return resp, nil
}
func (s *Source) CreateDatabase(ctx context.Context, name, project, instance, accessToken string) (any, error) {
database := sqladmin.Database{
Name: name,
Project: project,
Instance: instance,
}
service, err := s.GetService(ctx, accessToken)
if err != nil {
return nil, err
}
resp, err := service.Databases.Insert(project, instance, &database).Do()
if err != nil {
return nil, fmt.Errorf("error creating database: %w", err)
}
return resp, nil
}
func (s *Source) CreateUsers(ctx context.Context, project, instance, name, password string, iamUser bool, accessToken string) (any, error) {
service, err := s.GetService(ctx, accessToken)
if err != nil {
return nil, err
}
user := sqladmin.User{
Name: name,
}
if iamUser {
user.Type = "CLOUD_IAM_USER"
} else {
user.Type = "BUILT_IN"
if password == "" {
return nil, fmt.Errorf("missing 'password' parameter for non-IAM user")
}
user.Password = password
}
resp, err := service.Users.Insert(project, instance, &user).Do()
if err != nil {
return nil, fmt.Errorf("error creating user: %w", err)
}
return resp, nil
}
func (s *Source) GetInstance(ctx context.Context, projectId, instanceId, accessToken string) (any, error) {
service, err := s.GetService(ctx, accessToken)
if err != nil {
return nil, err
}
resp, err := service.Instances.Get(projectId, instanceId).Do()
if err != nil {
return nil, fmt.Errorf("error getting instance: %w", err)
}
return resp, nil
}
func (s *Source) ListDatabase(ctx context.Context, project, instance, accessToken string) (any, error) {
service, err := s.GetService(ctx, accessToken)
if err != nil {
return nil, err
}
resp, err := service.Databases.List(project, instance).Do()
if err != nil {
return nil, fmt.Errorf("error listing databases: %w", err)
}
if resp.Items == nil {
return []any{}, nil
}
type databaseInfo struct {
Name string `json:"name"`
Charset string `json:"charset"`
Collation string `json:"collation"`
}
var databases []databaseInfo
for _, item := range resp.Items {
databases = append(databases, databaseInfo{
Name: item.Name,
Charset: item.Charset,
Collation: item.Collation,
})
}
return databases, nil
}
func (s *Source) ListInstance(ctx context.Context, project, accessToken string) (any, error) {
service, err := s.GetService(ctx, accessToken)
if err != nil {
return nil, err
}
resp, err := service.Instances.List(project).Do()
if err != nil {
return nil, fmt.Errorf("error listing instances: %w", err)
}
if resp.Items == nil {
return []any{}, nil
}
type instanceInfo struct {
Name string `json:"name"`
InstanceType string `json:"instanceType"`
}
var instances []instanceInfo
for _, item := range resp.Items {
instances = append(instances, instanceInfo{
Name: item.Name,
InstanceType: item.InstanceType,
})
}
return instances, nil
}
func (s *Source) CreateInstance(ctx context.Context, project, name, dbVersion, rootPassword string, settings sqladmin.Settings, accessToken string) (any, error) {
instance := sqladmin.DatabaseInstance{
Name: name,
DatabaseVersion: dbVersion,
RootPassword: rootPassword,
Settings: &settings,
Project: project,
}
service, err := s.GetService(ctx, accessToken)
if err != nil {
return nil, err
}
resp, err := service.Instances.Insert(project, &instance).Do()
if err != nil {
return nil, fmt.Errorf("error creating instance: %w", err)
}
return resp, nil
}
func (s *Source) GetWaitForOperations(ctx context.Context, service *sqladmin.Service, project, operation, connectionMessageTemplate string, delay time.Duration) (any, error) {
logger, err := util.LoggerFromContext(ctx)
if err != nil {
return nil, err
}
op, err := service.Operations.Get(project, operation).Do()
if err != nil {
logger.DebugContext(ctx, fmt.Sprintf("error getting operation: %s, retrying in %v", err, delay))
} else {
if op.Status == "DONE" {
if op.Error != nil {
var errorBytes []byte
errorBytes, err = json.Marshal(op.Error)
if err != nil {
return nil, fmt.Errorf("operation finished with error but could not marshal error object: %w", err)
}
return nil, fmt.Errorf("operation finished with error: %s", string(errorBytes))
}
var opBytes []byte
opBytes, err = op.MarshalJSON()
if err != nil {
return nil, fmt.Errorf("could not marshal operation: %w", err)
}
var data map[string]any
if err := json.Unmarshal(opBytes, &data); err != nil {
return nil, fmt.Errorf("could not unmarshal operation: %w", err)
}
if msg, ok := generateCloudSQLConnectionMessage(ctx, s, logger, data, connectionMessageTemplate); ok {
return msg, nil
}
return string(opBytes), nil
}
logger.DebugContext(ctx, fmt.Sprintf("operation not complete, retrying in %v", delay))
}
return nil, nil
}
func generateCloudSQLConnectionMessage(ctx context.Context, source *Source, logger log.Logger, opResponse map[string]any, connectionMessageTemplate string) (string, bool) {
operationType, ok := opResponse["operationType"].(string)
if !ok || operationType != "CREATE_DATABASE" {
return "", false
}
targetLink, ok := opResponse["targetLink"].(string)
if !ok {
return "", false
}
matches := targetLinkRegex.FindStringSubmatch(targetLink)
if len(matches) < 4 {
return "", false
}
project := matches[1]
instance := matches[2]
database := matches[3]
dbInstance, err := fetchInstanceData(ctx, source, project, instance)
if err != nil {
logger.DebugContext(ctx, fmt.Sprintf("error fetching instance data: %v", err))
return "", false
}
region := dbInstance.Region
if region == "" {
return "", false
}
databaseVersion := dbInstance.DatabaseVersion
if databaseVersion == "" {
return "", false
}
var dbType string
if strings.Contains(databaseVersion, "POSTGRES") {
dbType = "postgres"
} else if strings.Contains(databaseVersion, "MYSQL") {
dbType = "mysql"
} else if strings.Contains(databaseVersion, "SQLSERVER") {
dbType = "mssql"
} else {
return "", false
}
tmpl, err := template.New("cloud-sql-connection").Parse(connectionMessageTemplate)
if err != nil {
return fmt.Sprintf("template parsing error: %v", err), false
}
data := struct {
Project string
Region string
Instance string
DBType string
DBTypeUpper string
Database string
}{
Project: project,
Region: region,
Instance: instance,
DBType: dbType,
DBTypeUpper: strings.ToUpper(dbType),
Database: database,
}
var b strings.Builder
if err := tmpl.Execute(&b, data); err != nil {
return fmt.Sprintf("template execution error: %v", err), false
}
return b.String(), true
}
func fetchInstanceData(ctx context.Context, source *Source, project, instance string) (*sqladmin.DatabaseInstance, error) {
service, err := source.GetService(ctx, "")
if err != nil {
return nil, err
}
resp, err := service.Instances.Get(project, instance).Do()
if err != nil {
return nil, fmt.Errorf("error getting instance: %w", err)
}
return resp, nil
}

43
internal/sources/cloudsqlmssql/cloud_sql_mssql.go
View File

@@ -25,6 +25,7 @@ import (
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/googleapis/genai-toolbox/internal/util/orderedmap"
"go.opentelemetry.io/otel/trace"
)
@@ -107,6 +108,48 @@ func (s *Source) MSSQLDB() *sql.DB {
return s.Db
}
func (s *Source) RunSQL(ctx context.Context, statement string, params []any) (any, error) {
results, err := s.MSSQLDB().QueryContext(ctx, statement, params...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer results.Close()
cols, err := results.Columns()
// If Columns() errors, it might be a DDL/DML without an OUTPUT clause.
// We proceed, and results.Err() will catch actual query execution errors.
// 'out' will remain nil if cols is empty or err is not nil here.
var out []any
if err == nil && len(cols) > 0 {
// create an array of values for each column, which can be re-used to scan each row
rawValues := make([]any, len(cols))
values := make([]any, len(cols))
for i := range rawValues {
values[i] = &rawValues[i]
}
for results.Next() {
scanErr := results.Scan(values...)
if scanErr != nil {
return nil, fmt.Errorf("unable to parse row: %w", scanErr)
}
row := orderedmap.Row{}
for i, name := range cols {
row.Add(name, rawValues[i])
}
out = append(out, row)
}
}
// Check for errors from iterating over rows or from the query execution itself.
// results.Close() is handled by defer.
if err := results.Err(); err != nil {
return nil, fmt.Errorf("errors encountered during query execution or row processing: %w", err)
}
return out, nil
}
func initCloudSQLMssqlConnection(ctx context.Context, tracer trace.Tracer, name, project, region, instance, ipType, user, pass, dbname string) (*sql.DB, error) {
//nolint:all // Reassigned ctx
ctx, span := sources.InitConnectionSpan(ctx, tracer, SourceKind, name)

56
internal/sources/cloudsqlmysql/cloud_sql_mysql.go
View File

@@ -24,7 +24,9 @@ import (
"cloud.google.com/go/cloudsqlconn/mysql/mysql"
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools/mysql/mysqlcommon"
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/googleapis/genai-toolbox/internal/util/orderedmap"
"go.opentelemetry.io/otel/trace"
)
@@ -100,6 +102,60 @@ func (s *Source) MySQLPool() *sql.DB {
return s.Pool
}
func (s *Source) RunSQL(ctx context.Context, statement string, params []any) (any, error) {
results, err := s.MySQLPool().QueryContext(ctx, statement, params...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer results.Close()
cols, err := results.Columns()
if err != nil {
return nil, fmt.Errorf("unable to retrieve rows column name: %w", err)
}
// create an array of values for each column, which can be re-used to scan each row
rawValues := make([]any, len(cols))
values := make([]any, len(cols))
for i := range rawValues {
values[i] = &rawValues[i]
}
colTypes, err := results.ColumnTypes()
if err != nil {
return nil, fmt.Errorf("unable to get column types: %w", err)
}
var out []any
for results.Next() {
err := results.Scan(values...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
row := orderedmap.Row{}
for i, name := range cols {
val := rawValues[i]
if val == nil {
row.Add(name, nil)
continue
}
convertedValue, err := mysqlcommon.ConvertToType(colTypes[i], val)
if err != nil {
return nil, fmt.Errorf("errors encountered when converting values: %w", err)
}
row.Add(name, convertedValue)
}
out = append(out, row)
}
if err := results.Err(); err != nil {
return nil, fmt.Errorf("errors encountered during row iteration: %w", err)
}
return out, nil
}
func getConnectionConfig(ctx context.Context, user, pass string) (string, string, bool, error) {
useIAM := true

28
internal/sources/cloudsqlpg/cloud_sql_pg.go
View File

@@ -23,6 +23,7 @@ import (
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/googleapis/genai-toolbox/internal/util/orderedmap"
"github.com/jackc/pgx/v5/pgxpool"
"go.opentelemetry.io/otel/trace"
)
@@ -99,6 +100,33 @@ func (s *Source) PostgresPool() *pgxpool.Pool {
return s.Pool
}
func (s *Source) RunSQL(ctx context.Context, statement string, params []any) (any, error) {
results, err := s.PostgresPool().Query(ctx, statement, params...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer results.Close()
fields := results.FieldDescriptions()
var out []any
for results.Next() {
values, err := results.Values()
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
row := orderedmap.Row{}
for i, f := range fields {
row.Add(f.Name, values[i])
}
out = append(out, row)
}
// this will catch actual query execution errors
if err := results.Err(); err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
return out, nil
}
func getConnectionConfig(ctx context.Context, user, pass, dbname string) (string, bool, error) {
userAgent, err := util.UserAgentFromContext(ctx)
if err != nil {

23
internal/sources/couchbase/couchbase.go
View File

@@ -17,6 +17,7 @@ package couchbase
import (
"context"
"crypto/tls"
"encoding/json"
"fmt"
"os"
@@ -24,6 +25,7 @@ import (
tlsutil "github.com/couchbase/tools-common/http/tls"
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
"go.opentelemetry.io/otel/trace"
)
@@ -110,6 +112,27 @@ func (s *Source) CouchbaseQueryScanConsistency() uint {
return s.QueryScanConsistency
}
func (s *Source) RunSQL(statement string, params parameters.ParamValues) (any, error) {
results, err := s.CouchbaseScope().Query(statement, &gocb.QueryOptions{
ScanConsistency: gocb.QueryScanConsistency(s.CouchbaseQueryScanConsistency()),
NamedParameters: params.AsMap(),
})
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
var out []any
for results.Next() {
var result json.RawMessage
err := results.Row(&result)
if err != nil {
return nil, fmt.Errorf("error processing row: %w", err)
}
out = append(out, result)
}
return out, nil
}
func (r Config) createCouchbaseOptions() (gocb.ClusterOptions, error) {
cbOpts := gocb.ClusterOptions{}

27
internal/sources/dgraph/dgraph.go
View File

@@ -26,6 +26,7 @@ import (
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
"go.opentelemetry.io/otel/trace"
)
@@ -114,6 +115,28 @@ func (s *Source) DgraphClient() *DgraphClient {
return s.Client
}
func (s *Source) RunSQL(statement string, params parameters.ParamValues, isQuery bool, timeout string) (any, error) {
paramsMap := params.AsMapWithDollarPrefix()
resp, err := s.DgraphClient().ExecuteQuery(statement, paramsMap, isQuery, timeout)
if err != nil {
return nil, err
}
if err := checkError(resp); err != nil {
return nil, err
}
var result struct {
Data map[string]interface{} `json:"data"`
}
if err := json.Unmarshal(resp, &result); err != nil {
return nil, fmt.Errorf("error parsing JSON: %v", err)
}
return result.Data, nil
}
func initDgraphHttpClient(ctx context.Context, tracer trace.Tracer, r Config) (*DgraphClient, error) {
//nolint:all // Reassigned ctx
ctx, span := sources.InitConnectionSpan(ctx, tracer, SourceKind, r.Name)
@@ -285,7 +308,7 @@ func (hc *DgraphClient) doLogin(creds map[string]interface{}) error {
return err
}
if err := CheckError(resp); err != nil {
if err := checkError(resp); err != nil {
return err
}
@@ -370,7 +393,7 @@ func getUrl(baseUrl, resource string, params url.Values) (string, error) {
return u.String(), nil
}
func CheckError(resp []byte) error {
func checkError(resp []byte) error {
var errResp struct {
Errors []struct {
Message string `json:"message"`

79
internal/sources/elasticsearch/elasticsearch.go
View File

@@ -15,7 +15,9 @@
package elasticsearch
import (
"bytes"
"context"
"encoding/json"
"fmt"
"net/http"
@@ -149,3 +151,80 @@ func (s *Source) ToConfig() sources.SourceConfig {
func (s *Source) ElasticsearchClient() EsClient {
return s.Client
}
type EsqlColumn struct {
Name string `json:"name"`
Type string `json:"type"`
}
type EsqlResult struct {
Columns []EsqlColumn `json:"columns"`
Values [][]any `json:"values"`
}
func (s *Source) RunSQL(ctx context.Context, format, query string, params []map[string]any) (any, error) {
bodyStruct := struct {
Query string `json:"query"`
Params []map[string]any `json:"params,omitempty"`
}{
Query: query,
Params: params,
}
body, err := json.Marshal(bodyStruct)
if err != nil {
return nil, fmt.Errorf("failed to marshal query body: %w", err)
}
res, err := esapi.EsqlQueryRequest{
Body: bytes.NewReader(body),
Format: format,
FilterPath: []string{"columns", "values"},
Instrument: s.ElasticsearchClient().InstrumentationEnabled(),
}.Do(ctx, s.ElasticsearchClient())
if err != nil {
return nil, err
}
defer res.Body.Close()
if res.IsError() {
// Try to extract error message from response
var esErr json.RawMessage
err = util.DecodeJSON(res.Body, &esErr)
if err != nil {
return nil, fmt.Errorf("elasticsearch error: status %s", res.Status())
}
return esErr, nil
}
var result EsqlResult
err = util.DecodeJSON(res.Body, &result)
if err != nil {
return nil, fmt.Errorf("failed to decode response body: %w", err)
}
output := EsqlToMap(result)
return output, nil
}
// EsqlToMap converts the esqlResult to a slice of maps.
func EsqlToMap(result EsqlResult) []map[string]any {
output := make([]map[string]any, 0, len(result.Values))
for _, value := range result.Values {
row := make(map[string]any)
if value == nil {
output = append(output, row)
continue
}
for i, col := range result.Columns {
if i < len(value) {
row[col.Name] = value[i]
} else {
row[col.Name] = nil
}
}
output = append(output, row)
}
return output
}

153
internal/sources/elasticsearch/elasticsearch_test.go
View File

@@ -15,6 +15,7 @@
package elasticsearch_test
import (
"reflect"
"testing"
yaml "github.com/goccy/go-yaml"
@@ -64,3 +65,155 @@ func TestParseFromYamlElasticsearch(t *testing.T) {
})
}
}
func TestTool_esqlToMap(t1 *testing.T) {
tests := []struct {
name string
result elasticsearch.EsqlResult
want []map[string]any
}{
{
name: "simple case with two rows",
result: elasticsearch.EsqlResult{
Columns: []elasticsearch.EsqlColumn{
{Name: "first_name", Type: "text"},
{Name: "last_name", Type: "text"},
},
Values: [][]any{
{"John", "Doe"},
{"Jane", "Smith"},
},
},
want: []map[string]any{
{"first_name": "John", "last_name": "Doe"},
{"first_name": "Jane", "last_name": "Smith"},
},
},
{
name: "different data types",
result: elasticsearch.EsqlResult{
Columns: []elasticsearch.EsqlColumn{
{Name: "id", Type: "integer"},
{Name: "active", Type: "boolean"},
{Name: "score", Type: "float"},
},
Values: [][]any{
{1, true, 95.5},
{2, false, 88.0},
},
},
want: []map[string]any{
{"id": 1, "active": true, "score": 95.5},
{"id": 2, "active": false, "score": 88.0},
},
},
{
name: "no rows",
result: elasticsearch.EsqlResult{
Columns: []elasticsearch.EsqlColumn{
{Name: "id", Type: "integer"},
{Name: "name", Type: "text"},
},
Values: [][]any{},
},
want: []map[string]any{},
},
{
name: "null values",
result: elasticsearch.EsqlResult{
Columns: []elasticsearch.EsqlColumn{
{Name: "id", Type: "integer"},
{Name: "name", Type: "text"},
},
Values: [][]any{
{1, nil},
{2, "Alice"},
},
},
want: []map[string]any{
{"id": 1, "name": nil},
{"id": 2, "name": "Alice"},
},
},
{
name: "missing values in a row",
result: elasticsearch.EsqlResult{
Columns: []elasticsearch.EsqlColumn{
{Name: "id", Type: "integer"},
{Name: "name", Type: "text"},
{Name: "age", Type: "integer"},
},
Values: [][]any{
{1, "Bob"},
{2, "Charlie", 30},
},
},
want: []map[string]any{
{"id": 1, "name": "Bob", "age": nil},
{"id": 2, "name": "Charlie", "age": 30},
},
},
{
name: "all null row",
result: elasticsearch.EsqlResult{
Columns: []elasticsearch.EsqlColumn{
{Name: "id", Type: "integer"},
{Name: "name", Type: "text"},
},
Values: [][]any{
nil,
},
},
want: []map[string]any{
{},
},
},
{
name: "empty columns",
result: elasticsearch.EsqlResult{
Columns: []elasticsearch.EsqlColumn{},
Values: [][]any{
{},
{},
},
},
want: []map[string]any{
{},
{},
},
},
{
name: "more values than columns",
result: elasticsearch.EsqlResult{
Columns: []elasticsearch.EsqlColumn{
{Name: "id", Type: "integer"},
},
Values: [][]any{
{1, "extra"},
},
},
want: []map[string]any{
{"id": 1},
},
},
{
name: "no columns but with values",
result: elasticsearch.EsqlResult{
Columns: []elasticsearch.EsqlColumn{},
Values: [][]any{
{1, "data"},
},
},
want: []map[string]any{
{},
},
},
}
for _, tt := range tests {
t1.Run(tt.name, func(t1 *testing.T) {
if got := elasticsearch.EsqlToMap(tt.result); !reflect.DeepEqual(got, tt.want) {
t1.Errorf("esqlToMap() = %v, want %v", got, tt.want)
}
})
}
}

47
internal/sources/firebird/firebird.go
View File

@@ -96,6 +96,53 @@ func (s *Source) FirebirdDB() *sql.DB {
return s.Db
}
func (s *Source) RunSQL(ctx context.Context, statement string, params []any) (any, error) {
rows, err := s.FirebirdDB().QueryContext(ctx, statement, params...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer rows.Close()
cols, err := rows.Columns()
if err != nil {
return nil, fmt.Errorf("unable to get columns: %w", err)
}
values := make([]any, len(cols))
scanArgs := make([]any, len(values))
for i := range values {
scanArgs[i] = &values[i]
}
var out []any
for rows.Next() {
err = rows.Scan(scanArgs...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
vMap := make(map[string]any)
for i, col := range cols {
if b, ok := values[i].([]byte); ok {
vMap[col] = string(b)
} else {
vMap[col] = values[i]
}
}
out = append(out, vMap)
}
if err := rows.Err(); err != nil {
return nil, fmt.Errorf("error iterating rows: %w", err)
}
// In most cases, DML/DDL statements like INSERT, UPDATE, CREATE, etc. might return no rows
// However, it is also possible that this was a query that was expected to return rows
// but returned none, a case that we cannot distinguish here.
return out, nil
}
func initFirebirdConnectionPool(ctx context.Context, tracer trace.Tracer, name, host, port, user, pass, dbname string) (*sql.DB, error) {
_, span := sources.InitConnectionSpan(ctx, tracer, SourceKind, name)
defer span.End()

56
internal/sources/mindsdb/mindsdb.go
View File

@@ -23,6 +23,7 @@ import (
_ "github.com/go-sql-driver/mysql"
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools/mysql/mysqlcommon"
"go.opentelemetry.io/otel/trace"
)
@@ -101,6 +102,61 @@ func (s *Source) MySQLPool() *sql.DB {
return s.Pool
}
func (s *Source) RunSQL(ctx context.Context, statement string, params []any) (any, error) {
// MindsDB now supports MySQL prepared statements natively
results, err := s.MindsDBPool().QueryContext(ctx, statement, params...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
cols, err := results.Columns()
if err != nil {
return nil, fmt.Errorf("unable to retrieve rows column name: %w", err)
}
// create an array of values for each column, which can be re-used to scan each row
rawValues := make([]any, len(cols))
values := make([]any, len(cols))
for i := range rawValues {
values[i] = &rawValues[i]
}
defer results.Close()
colTypes, err := results.ColumnTypes()
if err != nil {
return nil, fmt.Errorf("unable to get column types: %w", err)
}
var out []any
for results.Next() {
err := results.Scan(values...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
vMap := make(map[string]any)
for i, name := range cols {
val := rawValues[i]
if val == nil {
vMap[name] = nil
continue
}
// MindsDB uses mysql driver
vMap[name], err = mysqlcommon.ConvertToType(colTypes[i], val)
if err != nil {
return nil, fmt.Errorf("errors encountered when converting values: %w", err)
}
}
out = append(out, vMap)
}
if err := results.Err(); err != nil {
return nil, fmt.Errorf("errors encountered during row iteration: %w", err)
}
return out, nil
}
func initMindsDBConnectionPool(ctx context.Context, tracer trace.Tracer, name, host, port, user, pass, dbname, queryTimeout string) (*sql.DB, error) {
//nolint:all // Reassigned ctx
ctx, span := sources.InitConnectionSpan(ctx, tracer, SourceKind, name)

43
internal/sources/mssql/mssql.go
View File

@@ -23,6 +23,7 @@ import (
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/googleapis/genai-toolbox/internal/util/orderedmap"
_ "github.com/microsoft/go-mssqldb"
"go.opentelemetry.io/otel/trace"
)
@@ -104,6 +105,48 @@ func (s *Source) MSSQLDB() *sql.DB {
return s.Db
}
func (s *Source) RunSQL(ctx context.Context, statement string, params []any) (any, error) {
results, err := s.MSSQLDB().QueryContext(ctx, statement, params...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer results.Close()
cols, err := results.Columns()
// If Columns() errors, it might be a DDL/DML without an OUTPUT clause.
// We proceed, and results.Err() will catch actual query execution errors.
// 'out' will remain nil if cols is empty or err is not nil here.
var out []any
if err == nil && len(cols) > 0 {
// create an array of values for each column, which can be re-used to scan each row
rawValues := make([]any, len(cols))
values := make([]any, len(cols))
for i := range rawValues {
values[i] = &rawValues[i]
}
for results.Next() {
scanErr := results.Scan(values...)
if scanErr != nil {
return nil, fmt.Errorf("unable to parse row: %w", scanErr)
}
row := orderedmap.Row{}
for i, name := range cols {
row.Add(name, rawValues[i])
}
out = append(out, row)
}
}
// Check for errors from iterating over rows or from the query execution itself.
// results.Close() is handled by defer.
if err := results.Err(); err != nil {
return nil, fmt.Errorf("errors encountered during query execution or row processing: %w", err)
}
return out, nil
}
func initMssqlConnection(
ctx context.Context,
tracer trace.Tracer,

56
internal/sources/mysql/mysql.go
View File

@@ -24,7 +24,9 @@ import (
_ "github.com/go-sql-driver/mysql"
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools/mysql/mysqlcommon"
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/googleapis/genai-toolbox/internal/util/orderedmap"
"go.opentelemetry.io/otel/trace"
)
@@ -100,6 +102,60 @@ func (s *Source) MySQLPool() *sql.DB {
return s.Pool
}
func (s *Source) RunSQL(ctx context.Context, statement string, params []any) (any, error) {
results, err := s.MySQLPool().QueryContext(ctx, statement, params...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer results.Close()
cols, err := results.Columns()
if err != nil {
return nil, fmt.Errorf("unable to retrieve rows column name: %w", err)
}
// create an array of values for each column, which can be re-used to scan each row
rawValues := make([]any, len(cols))
values := make([]any, len(cols))
for i := range rawValues {
values[i] = &rawValues[i]
}
colTypes, err := results.ColumnTypes()
if err != nil {
return nil, fmt.Errorf("unable to get column types: %w", err)
}
var out []any
for results.Next() {
err := results.Scan(values...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
row := orderedmap.Row{}
for i, name := range cols {
val := rawValues[i]
if val == nil {
row.Add(name, nil)
continue
}
convertedValue, err := mysqlcommon.ConvertToType(colTypes[i], val)
if err != nil {
return nil, fmt.Errorf("errors encountered when converting values: %w", err)
}
row.Add(name, convertedValue)
}
out = append(out, row)
}
if err := results.Err(); err != nil {
return nil, fmt.Errorf("errors encountered during row iteration: %w", err)
}
return out, nil
}
func initMySQLConnectionPool(ctx context.Context, tracer trace.Tracer, name, host, port, user, pass, dbname, queryTimeout string, queryParams map[string]string) (*sql.DB, error) {
//nolint:all // Reassigned ctx
ctx, span := sources.InitConnectionSpan(ctx, tracer, SourceKind, name)

78
internal/sources/neo4j/neo4j.go
View File

@@ -20,14 +20,19 @@ import (
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools/neo4j/neo4jexecutecypher/classifier"
"github.com/googleapis/genai-toolbox/internal/tools/neo4j/neo4jschema/helpers"
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/neo4j/neo4j-go-driver/v5/neo4j"
neo4jconf "github.com/neo4j/neo4j-go-driver/v5/neo4j/config"
"go.opentelemetry.io/otel/trace"
)
const SourceKind string = "neo4j"
var sourceClassifier *classifier.QueryClassifier = classifier.NewQueryClassifier()
// validate interface
var _ sources.SourceConfig = Config{}
@@ -102,6 +107,79 @@ func (s *Source) Neo4jDatabase() string {
return s.Database
}
func (s *Source) RunQuery(ctx context.Context, cypherStr string, params map[string]any, readOnly, dryRun bool) (any, error) {
// validate the cypher query before executing
cf := sourceClassifier.Classify(cypherStr)
if cf.Error != nil {
return nil, cf.Error
}
if cf.Type == classifier.WriteQuery && readOnly {
return nil, fmt.Errorf("this tool is read-only and cannot execute write queries")
}
if dryRun {
// Add EXPLAIN to the beginning of the query to validate it without executing
cypherStr = "EXPLAIN " + cypherStr
}
config := neo4j.ExecuteQueryWithDatabase(s.Neo4jDatabase())
results, err := neo4j.ExecuteQuery[*neo4j.EagerResult](ctx, s.Neo4jDriver(), cypherStr, params,
neo4j.EagerResultTransformer, config)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
// If dry run, return the summary information only
if dryRun {
summary := results.Summary
plan := summary.Plan()
execPlan := map[string]any{
"queryType": cf.Type.String(),
"statementType": summary.StatementType(),
"operator": plan.Operator(),
"arguments": plan.Arguments(),
"identifiers": plan.Identifiers(),
"childrenCount": len(plan.Children()),
}
if len(plan.Children()) > 0 {
execPlan["children"] = addPlanChildren(plan)
}
return []map[string]any{execPlan}, nil
}
var out []map[string]any
keys := results.Keys
records := results.Records
for _, record := range records {
vMap := make(map[string]any)
for col, value := range record.Values {
vMap[keys[col]] = helpers.ConvertValue(value)
}
out = append(out, vMap)
}
return out, nil
}
// Recursive function to add plan children
func addPlanChildren(p neo4j.Plan) []map[string]any {
var children []map[string]any
for _, child := range p.Children() {
childMap := map[string]any{
"operator": child.Operator(),
"arguments": child.Arguments(),
"identifiers": child.Identifiers(),
"children_count": len(child.Children()),
}
if len(child.Children()) > 0 {
childMap["children"] = addPlanChildren(child)
}
children = append(children, childMap)
}
return children
}
func initNeo4jDriver(ctx context.Context, tracer trace.Tracer, uri, user, password, name string) (neo4j.DriverWithContext, error) {
//nolint:all // Reassigned ctx
ctx, span := sources.InitConnectionSpan(ctx, tracer, SourceKind, name)

55
internal/sources/oceanbase/oceanbase.go
View File

@@ -23,6 +23,7 @@ import (
_ "github.com/go-sql-driver/mysql"
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools/mysql/mysqlcommon"
"go.opentelemetry.io/otel/trace"
)
@@ -97,6 +98,60 @@ func (s *Source) OceanBasePool() *sql.DB {
return s.Pool
}
func (s *Source) RunSQL(ctx context.Context, statement string, params []any) (any, error) {
results, err := s.OceanBasePool().QueryContext(ctx, statement, params...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
cols, err := results.Columns()
if err != nil {
return nil, fmt.Errorf("unable to retrieve rows column name: %w", err)
}
// create an array of values for each column, which can be re-used to scan each row
rawValues := make([]any, len(cols))
values := make([]any, len(cols))
for i := range rawValues {
values[i] = &rawValues[i]
}
defer results.Close()
colTypes, err := results.ColumnTypes()
if err != nil {
return nil, fmt.Errorf("unable to get column types: %w", err)
}
var out []any
for results.Next() {
err := results.Scan(values...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
vMap := make(map[string]any)
for i, name := range cols {
val := rawValues[i]
if val == nil {
vMap[name] = nil
continue
}
// oceanbase uses mysql driver
vMap[name], err = mysqlcommon.ConvertToType(colTypes[i], val)
if err != nil {
return nil, fmt.Errorf("errors encountered when converting values: %w", err)
}
}
out = append(out, vMap)
}
if err := results.Err(); err != nil {
return nil, fmt.Errorf("errors encountered during row iteration: %w", err)
}
return out, nil
}
func initOceanBaseConnectionPool(ctx context.Context, tracer trace.Tracer, name, host, port, user, pass, dbname, queryTimeout string) (*sql.DB, error) {
_, span := sources.InitConnectionSpan(ctx, tracer, SourceKind, name)
defer span.End()

102
internal/sources/oracle/oracle.go
View File

@@ -4,6 +4,7 @@ package oracle
import (
"context"
"database/sql"
"encoding/json"
"fmt"
"os"
"strings"
@@ -135,6 +136,107 @@ func (s *Source) OracleDB() *sql.DB {
return s.DB
}
func (s *Source) RunSQL(ctx context.Context, statement string, params []any) (any, error) {
rows, err := s.OracleDB().QueryContext(ctx, statement, params...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer rows.Close()
// If Columns() errors, it might be a DDL/DML without an OUTPUT clause.
// We proceed, and results.Err() will catch actual query execution errors.
// 'out' will remain nil if cols is empty or err is not nil here.
cols, _ := rows.Columns()
// Get Column types
colTypes, err := rows.ColumnTypes()
if err != nil {
if err := rows.Err(); err != nil {
return nil, fmt.Errorf("query execution error: %w", err)
}
return []any{}, nil
}
var out []any
for rows.Next() {
values := make([]any, len(cols))
for i, colType := range colTypes {
switch strings.ToUpper(colType.DatabaseTypeName()) {
case "NUMBER", "FLOAT", "BINARY_FLOAT", "BINARY_DOUBLE":
if _, scale, ok := colType.DecimalSize(); ok && scale == 0 {
// Scale is 0, treat it as an integer.
values[i] = new(sql.NullInt64)
} else {
// Scale is non-zero or unknown, treat
// it as a float.
values[i] = new(sql.NullFloat64)
}
case "DATE", "TIMESTAMP", "TIMESTAMP WITH TIME ZONE", "TIMESTAMP WITH LOCAL TIME ZONE":
values[i] = new(sql.NullTime)
case "JSON":
values[i] = new(sql.RawBytes)
default:
values[i] = new(sql.NullString)
}
}
if err := rows.Scan(values...); err != nil {
return nil, fmt.Errorf("unable to scan row: %w", err)
}
vMap := make(map[string]any)
for i, col := range cols {
receiver := values[i]
switch v := receiver.(type) {
case *sql.NullInt64:
if v.Valid {
vMap[col] = v.Int64
} else {
vMap[col] = nil
}
case *sql.NullFloat64:
if v.Valid {
vMap[col] = v.Float64
} else {
vMap[col] = nil
}
case *sql.NullString:
if v.Valid {
vMap[col] = v.String
} else {
vMap[col] = nil
}
case *sql.NullTime:
if v.Valid {
vMap[col] = v.Time
} else {
vMap[col] = nil
}
case *sql.RawBytes:
if *v != nil {
var unmarshaledData any
if err := json.Unmarshal(*v, &unmarshaledData); err != nil {
return nil, fmt.Errorf("unable to unmarshal json data for column %s", col)
}
vMap[col] = unmarshaledData
} else {
vMap[col] = nil
}
default:
return nil, fmt.Errorf("unexpected receiver type: %T", v)
}
}
out = append(out, vMap)
}
if err := rows.Err(); err != nil {
return nil, fmt.Errorf("errors encountered during query execution or row processing: %w", err)
}
return out, nil
}
func initOracleConnection(ctx context.Context, tracer trace.Tracer, config Config) (*sql.DB, error) {
//nolint:all // Reassigned ctx
ctx, span := sources.InitConnectionSpan(ctx, tracer, SourceKind, config.Name)

28
internal/sources/postgres/postgres.go
View File

@@ -23,6 +23,7 @@ import (
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/googleapis/genai-toolbox/internal/util/orderedmap"
"github.com/jackc/pgx/v5/pgxpool"
"go.opentelemetry.io/otel/trace"
)
@@ -98,6 +99,33 @@ func (s *Source) PostgresPool() *pgxpool.Pool {
return s.Pool
}
func (s *Source) RunSQL(ctx context.Context, statement string, params []any) (any, error) {
results, err := s.PostgresPool().Query(ctx, statement, params...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer results.Close()
fields := results.FieldDescriptions()
var out []any
for results.Next() {
values, err := results.Values()
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
row := orderedmap.Row{}
for i, f := range fields {
row.Add(f.Name, values[i])
}
out = append(out, row)
}
// this will catch actual query execution errors
if err := results.Err(); err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
return out, nil
}
func initPostgresConnectionPool(ctx context.Context, tracer trace.Tracer, name, host, port, user, pass, dbname string, queryParams map[string]string) (*pgxpool.Pool, error) {
//nolint:all // Reassigned ctx
ctx, span := sources.InitConnectionSpan(ctx, tracer, SourceKind, name)

47
internal/sources/redis/redis.go
View File

@@ -152,3 +152,50 @@ func (s *Source) ToConfig() sources.SourceConfig {
func (s *Source) RedisClient() RedisClient {
return s.Client
}
func (s *Source) RunCommand(ctx context.Context, cmds [][]any) (any, error) {
// Execute commands
responses := make([]*redis.Cmd, len(cmds))
for i, cmd := range cmds {
responses[i] = s.RedisClient().Do(ctx, cmd...)
}
// Parse responses
out := make([]any, len(cmds))
for i, resp := range responses {
if err := resp.Err(); err != nil {
// Add error from each command to `errSum`
errString := fmt.Sprintf("error from executing command at index %d: %s", i, err)
out[i] = errString
continue
}
val, err := resp.Result()
if err != nil {
return nil, fmt.Errorf("error getting result: %s", err)
}
out[i] = convertRedisResult(val)
}
return out, nil
}
// convertRedisResult recursively converts redis results (map[any]any) to be
// JSON-marshallable (map[string]any).
// It converts map[any]any to map[string]any and handles nested structures.
func convertRedisResult(v any) any {
switch val := v.(type) {
case map[any]any:
m := make(map[string]any)
for k, v := range val {
m[fmt.Sprint(k)] = convertRedisResult(v)
}
return m
case []any:
s := make([]any, len(val))
for i, v := range val {
s[i] = convertRedisResult(v)
}
return s
default:
return v
}
}

54
internal/sources/singlestore/singlestore.go
View File

@@ -25,6 +25,7 @@ import (
_ "github.com/go-sql-driver/mysql"
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools/mysql/mysqlcommon"
"go.opentelemetry.io/otel/trace"
)
@@ -106,6 +107,59 @@ func (s *Source) SingleStorePool() *sql.DB {
return s.Pool
}
func (s *Source) RunSQL(ctx context.Context, statement string, params []any) (any, error) {
results, err := s.SingleStorePool().QueryContext(ctx, statement, params...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
cols, err := results.Columns()
if err != nil {
return nil, fmt.Errorf("unable to retrieve rows column name: %w", err)
}
// create an array of values for each column, which can be re-used to scan each row
rawValues := make([]any, len(cols))
values := make([]any, len(cols))
for i := range rawValues {
values[i] = &rawValues[i]
}
defer results.Close()
colTypes, err := results.ColumnTypes()
if err != nil {
return nil, fmt.Errorf("unable to get column types: %w", err)
}
var out []any
for results.Next() {
err := results.Scan(values...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
vMap := make(map[string]any)
for i, name := range cols {
val := rawValues[i]
if val == nil {
vMap[name] = nil
continue
}
vMap[name], err = mysqlcommon.ConvertToType(colTypes[i], val)
if err != nil {
return nil, fmt.Errorf("errors encountered when converting values: %w", err)
}
}
out = append(out, vMap)
}
if err := results.Err(); err != nil {
return nil, fmt.Errorf("errors encountered during row iteration: %w", err)
}
return out, nil
}
func initSingleStoreConnectionPool(ctx context.Context, tracer trace.Tracer, name, host, port, user, pass, dbname, queryTimeout string) (*sql.DB, error) {
//nolint:all // Reassigned ctx
ctx, span := sources.InitConnectionSpan(ctx, tracer, SourceKind, name)

76
internal/sources/spanner/spanner.go
View File

@@ -16,13 +16,16 @@ package spanner
import (
"context"
"encoding/json"
"fmt"
"cloud.google.com/go/spanner"
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/googleapis/genai-toolbox/internal/util/orderedmap"
"go.opentelemetry.io/otel/trace"
"google.golang.org/api/iterator"
)
const SourceKind string = "spanner"
@@ -93,6 +96,79 @@ func (s *Source) DatabaseDialect() string {
return s.Dialect.String()
}
// processRows iterates over the spanner.RowIterator and converts each row to a map[string]any.
func processRows(iter *spanner.RowIterator) ([]any, error) {
var out []any
defer iter.Stop()
for {
row, err := iter.Next()
if err == iterator.Done {
break
}
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
rowMap := orderedmap.Row{}
cols := row.ColumnNames()
for i, c := range cols {
if c == "object_details" { // for list graphs or list tables
val := row.ColumnValue(i)
if val == nil { // ColumnValue returns the Cloud Spanner Value of column i, or nil for invalid column.
rowMap.Add(c, nil)
} else {
jsonString, ok := val.AsInterface().(string)
if !ok {
return nil, fmt.Errorf("column 'object_details' is not a string, but %T", val.AsInterface())
}
var details map[string]any
if err := json.Unmarshal([]byte(jsonString), &details); err != nil {
return nil, fmt.Errorf("unable to unmarshal JSON: %w", err)
}
rowMap.Add(c, details)
}
} else {
rowMap.Add(c, row.ColumnValue(i))
}
}
out = append(out, rowMap)
}
return out, nil
}
func (s *Source) RunSQL(ctx context.Context, readOnly bool, statement string, params map[string]any) (any, error) {
var results []any
var err error
var opErr error
stmt := spanner.Statement{
SQL: statement,
}
if params != nil {
stmt.Params = params
}
if readOnly {
iter := s.SpannerClient().Single().Query(ctx, stmt)
results, opErr = processRows(iter)
} else {
_, opErr = s.SpannerClient().ReadWriteTransaction(ctx, func(ctx context.Context, txn *spanner.ReadWriteTransaction) error {
iter := txn.Query(ctx, stmt)
results, err = processRows(iter)
if err != nil {
return err
}
return nil
})
}
if opErr != nil {
return nil, fmt.Errorf("unable to execute client: %w", opErr)
}
return results, nil
}
func initSpannerClient(ctx context.Context, tracer trace.Tracer, name, project, instance, dbname string) (*spanner.Client, error) {
//nolint:all // Reassigned ctx
ctx, span := sources.InitConnectionSpan(ctx, tracer, SourceKind, name)

62
internal/sources/sqlite/sqlite.go
View File

@@ -17,10 +17,12 @@ package sqlite
import (
"context"
"database/sql"
"encoding/json"
"fmt"
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/util/orderedmap"
"go.opentelemetry.io/otel/trace"
_ "modernc.org/sqlite" // Pure Go SQLite driver
)
@@ -91,6 +93,66 @@ func (s *Source) SQLiteDB() *sql.DB {
return s.Db
}
func (s *Source) RunSQL(ctx context.Context, statement string, params []any) (any, error) {
// Execute the SQL query with parameters
rows, err := s.SQLiteDB().QueryContext(ctx, statement, params...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer rows.Close()
// Get column names
cols, err := rows.Columns()
if err != nil {
return nil, fmt.Errorf("unable to get column names: %w", err)
}
// The sqlite driver does not support ColumnTypes, so we can't get the
// underlying database type of the columns. We'll have to rely on the
// generic `any` type and then handle the JSON data separately.
rawValues := make([]any, len(cols))
values := make([]any, len(cols))
for i := range rawValues {
values[i] = &rawValues[i]
}
// Prepare the result slice
var out []any
for rows.Next() {
if err := rows.Scan(values...); err != nil {
return nil, fmt.Errorf("unable to scan row: %w", err)
}
// Create a map for this row
row := orderedmap.Row{}
for i, name := range cols {
val := rawValues[i]
// Handle nil values
if val == nil {
row.Add(name, nil)
continue
}
// Handle JSON data
if jsonString, ok := val.(string); ok {
var unmarshaledData any
if json.Unmarshal([]byte(jsonString), &unmarshaledData) == nil {
row.Add(name, unmarshaledData)
continue
}
}
// Store the value in the map
row.Add(name, val)
}
out = append(out, row)
}
if err = rows.Err(); err != nil {
return nil, fmt.Errorf("error iterating rows: %w", err)
}
return out, nil
}
func initSQLiteConnection(ctx context.Context, tracer trace.Tracer, name, dbPath string) (*sql.DB, error) {
//nolint:all // Reassigned ctx
ctx, span := sources.InitConnectionSpan(ctx, tracer, SourceKind, name)

74
internal/sources/tidb/tidb.go
View File

@@ -17,6 +17,7 @@ package tidb
import (
"context"
"database/sql"
"encoding/json"
"fmt"
"regexp"
@@ -104,6 +105,79 @@ func (s *Source) TiDBPool() *sql.DB {
return s.Pool
}
func (s *Source) RunSQL(ctx context.Context, statement string, params []any) (any, error) {
results, err := s.TiDBPool().QueryContext(ctx, statement, params...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
cols, err := results.Columns()
if err != nil {
return nil, fmt.Errorf("unable to retrieve rows column name: %w", err)
}
// create an array of values for each column, which can be re-used to scan each row
rawValues := make([]any, len(cols))
values := make([]any, len(cols))
for i := range rawValues {
values[i] = &rawValues[i]
}
defer results.Close()
colTypes, err := results.ColumnTypes()
if err != nil {
return nil, fmt.Errorf("unable to get column types: %w", err)
}
var out []any
for results.Next() {
err := results.Scan(values...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
vMap := make(map[string]any)
for i, name := range cols {
val := rawValues[i]
if val == nil {
vMap[name] = nil
continue
}
// mysql driver return []uint8 type for "TEXT", "VARCHAR", and "NVARCHAR"
// we'll need to cast it back to string
switch colTypes[i].DatabaseTypeName() {
case "JSON":
// unmarshal JSON data before storing to prevent double
// marshaling
byteVal, ok := val.([]byte)
if !ok {
return nil, fmt.Errorf("expected []byte for JSON column, but got %T", val)
}
var unmarshaledData any
if err := json.Unmarshal(byteVal, &unmarshaledData); err != nil {
return nil, fmt.Errorf("unable to unmarshal json data %s", val)
}
vMap[name] = unmarshaledData
case "TEXT", "VARCHAR", "NVARCHAR":
byteVal, ok := val.([]byte)
if !ok {
return nil, fmt.Errorf("expected []byte for text-like column, but got %T", val)
}
vMap[name] = string(byteVal)
default:
vMap[name] = val
}
}
out = append(out, vMap)
}
if err := results.Err(); err != nil {
return nil, fmt.Errorf("errors encountered during row iteration: %w", err)
}
return out, nil
}
func IsTiDBCloudHost(host string) bool {
pattern := `gateway\d{2}\.(.+)\.(prod|dev|staging)\.(.+)\.tidbcloud\.com`
match, err := regexp.MatchString(pattern, host)

50
internal/sources/trino/trino.go
View File

@@ -102,6 +102,56 @@ func (s *Source) TrinoDB() *sql.DB {
return s.Pool
}
func (s *Source) RunSQL(ctx context.Context, statement string, params []any) (any, error) {
results, err := s.TrinoDB().QueryContext(ctx, statement, params...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer results.Close()
cols, err := results.Columns()
if err != nil {
return nil, fmt.Errorf("unable to retrieve column names: %w", err)
}
// create an array of values for each column, which can be re-used to scan each row
rawValues := make([]any, len(cols))
values := make([]any, len(cols))
for i := range rawValues {
values[i] = &rawValues[i]
}
var out []any
for results.Next() {
err := results.Scan(values...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
vMap := make(map[string]any)
for i, name := range cols {
val := rawValues[i]
if val == nil {
vMap[name] = nil
continue
}
// Convert byte arrays to strings for text fields
if b, ok := val.([]byte); ok {
vMap[name] = string(b)
} else {
vMap[name] = val
}
}
out = append(out, vMap)
}
if err := results.Err(); err != nil {
return nil, fmt.Errorf("errors encountered during row iteration: %w", err)
}
return out, nil
}
func initTrinoConnectionPool(ctx context.Context, tracer trace.Tracer, name, host, port, user, password, catalog, schema, queryTimeout, accessToken string, kerberosEnabled, sslEnabled bool) (*sql.DB, error) {
//nolint:all // Reassigned ctx
ctx, span := sources.InitConnectionSpan(ctx, tracer, SourceKind, name)

34
internal/sources/valkey/valkey.go
View File

@@ -125,3 +125,37 @@ func (s *Source) ToConfig() sources.SourceConfig {
func (s *Source) ValkeyClient() valkey.Client {
return s.Client
}
func (s *Source) RunCommand(ctx context.Context, cmds [][]string) (any, error) {
// Build commands
builtCmds := make(valkey.Commands, len(cmds))
for i, cmd := range cmds {
builtCmds[i] = s.ValkeyClient().B().Arbitrary(cmd...).Build()
}
if len(builtCmds) == 0 {
return nil, fmt.Errorf("no valid commands were built to execute")
}
// Execute commands
responses := s.ValkeyClient().DoMulti(ctx, builtCmds...)
// Parse responses
out := make([]any, len(cmds))
for i, resp := range responses {
if err := resp.Error(); err != nil {
// Store error message in the output for this command
out[i] = fmt.Sprintf("error from executing command at index %d: %s", i, err)
continue
}
val, err := resp.ToAny()
if err != nil {
out[i] = fmt.Sprintf("error parsing response: %s", err)
continue
}
out[i] = val
}
return out, nil
}

29
internal/sources/yugabytedb/yugabytedb.go
View File

@@ -99,6 +99,35 @@ func (s *Source) YugabyteDBPool() *pgxpool.Pool {
return s.Pool
}
func (s *Source) RunSQL(ctx context.Context, statement string, params []any) (any, error) {
results, err := s.YugabyteDBPool().Query(ctx, statement, params...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
fields := results.FieldDescriptions()
var out []any
for results.Next() {
v, err := results.Values()
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
vMap := make(map[string]any)
for i, f := range fields {
vMap[f.Name] = v[i]
}
out = append(out, vMap)
}
// this will catch actual query execution errors
if err := results.Err(); err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
return out, nil
}
func initYugabyteDBConnectionPool(ctx context.Context, tracer trace.Tracer, name, host, port, user, pass, dbname, loadBalance, topologyKeys, refreshInterval, explicitFallback, failedHostTTL string) (*pgxpool.Pool, error) {
//nolint:all // Reassigned ctx
ctx, span := sources.InitConnectionSpan(ctx, tracer, SourceKind, name)

6
internal/tools/alloydbainl/alloydbainl.go
View File

@@ -145,7 +145,11 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
allParamValues[i+2] = fmt.Sprintf("%s", param)
}
return source.RunSQL(ctx, t.Statement, allParamValues)
resp, err := source.RunSQL(ctx, t.Statement, allParamValues)
if err != nil {
return nil, fmt.Errorf("%w. Query: %v , Values: %v. Toolbox v0.19.0+ is only compatible with AlloyDB AI NL v1.0.3+. Please ensure that you are using the latest AlloyDB AI NL extension", err, t.Statement, allParamValues)
}
return resp, nil
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

60
internal/tools/bigquery/bigqueryanalyzecontribution/bigqueryanalyzecontribution.go
View File

@@ -28,7 +28,6 @@ import (
bqutil "github.com/googleapis/genai-toolbox/internal/tools/bigquery/bigquerycommon"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
bigqueryrestapi "google.golang.org/api/bigquery/v2"
"google.golang.org/api/iterator"
)
const kind string = "bigquery-analyze-contribution"
@@ -49,12 +48,12 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
BigQueryClient() *bigqueryapi.Client
BigQueryRestService() *bigqueryrestapi.Service
BigQueryClientCreator() bigqueryds.BigqueryClientCreator
UseClientAuthorization() bool
IsDatasetAllowed(projectID, datasetID string) bool
BigQueryAllowedDatasets() []string
BigQuerySession() bigqueryds.BigQuerySessionProvider
RetrieveClientAndService(tools.AccessToken) (*bigqueryapi.Client, *bigqueryrestapi.Service, error)
RunSQL(context.Context, *bigqueryapi.Client, string, string, []bigqueryapi.QueryParameter, []*bigqueryapi.ConnectionProperty) (any, error)
}
type Config struct {
@@ -166,19 +165,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
return nil, fmt.Errorf("unable to cast input_data parameter %s", paramsMap["input_data"])
}
bqClient := source.BigQueryClient()
restService := source.BigQueryRestService()
// Initialize new client if using user OAuth token
if source.UseClientAuthorization() {
tokenStr, err := accessToken.ParseBearerToken()
if err != nil {
return nil, fmt.Errorf("error parsing access token: %w", err)
}
bqClient, restService, err = source.BigQueryClientCreator()(tokenStr, true)
if err != nil {
return nil, fmt.Errorf("error creating client from OAuth access token: %w", err)
}
bqClient, restService, err := source.RetrieveClientAndService(accessToken)
if err != nil {
return nil, err
}
modelID := fmt.Sprintf("contribution_analysis_model_%s", strings.ReplaceAll(uuid.New().String(), "-", ""))
@@ -314,43 +303,8 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
}
getInsightsSQL := fmt.Sprintf("SELECT * FROM ML.GET_INSIGHTS(MODEL %s)", modelID)
getInsightsQuery := bqClient.Query(getInsightsSQL)
getInsightsQuery.ConnectionProperties = []*bigqueryapi.ConnectionProperty{{Key: "session_id", Value: sessionID}}
job, err := getInsightsQuery.Run(ctx)
if err != nil {
return nil, fmt.Errorf("failed to execute get insights query: %w", err)
}
it, err := job.Read(ctx)
if err != nil {
return nil, fmt.Errorf("unable to read query results: %w", err)
}
var out []any
for {
var row map[string]bigqueryapi.Value
err := it.Next(&row)
if err == iterator.Done {
break
}
if err != nil {
return nil, fmt.Errorf("failed to iterate through query results: %w", err)
}
vMap := make(map[string]any)
for key, value := range row {
vMap[key] = value
}
out = append(out, vMap)
}
if len(out) > 0 {
return out, nil
}
// This handles the standard case for a SELECT query that successfully
// executes but returns zero rows.
return "The query returned 0 rows.", nil
connProps := []*bigqueryapi.ConnectionProperty{{Key: "session_id", Value: sessionID}}
return source.RunSQL(ctx, bqClient, getInsightsSQL, "SELECT", nil, connProps)
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

123
internal/tools/bigquery/bigquerycommon/conversion_test.go
View File

@@ -1,123 +0,0 @@
// Copyright 2025 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package bigquerycommon
import (
"math/big"
"reflect"
"testing"
)
func TestNormalizeValue(t *testing.T) {
tests := []struct {
name string
input any
expected any
}{
{
name: "big.Rat 1/3 (NUMERIC scale 9)",
input: new(big.Rat).SetFrac64(1, 3), // 0.33333333333...
expected: "0.33333333333333333333333333333333333333", // FloatString(38)
},
{
name: "big.Rat 19/2 (9.5)",
input: new(big.Rat).SetFrac64(19, 2),
expected: "9.5",
},
{
name: "big.Rat 12341/10 (1234.1)",
input: new(big.Rat).SetFrac64(12341, 10),
expected: "1234.1",
},
{
name: "big.Rat 10/1 (10)",
input: new(big.Rat).SetFrac64(10, 1),
expected: "10",
},
{
name: "string",
input: "hello",
expected: "hello",
},
{
name: "int",
input: 123,
expected: 123,
},
{
name: "nested slice of big.Rat",
input: []any{
new(big.Rat).SetFrac64(19, 2),
new(big.Rat).SetFrac64(1, 4),
},
expected: []any{"9.5", "0.25"},
},
{
name: "nested map of big.Rat",
input: map[string]any{
"val1": new(big.Rat).SetFrac64(19, 2),
"val2": new(big.Rat).SetFrac64(1, 2),
},
expected: map[string]any{
"val1": "9.5",
"val2": "0.5",
},
},
{
name: "complex nested structure",
input: map[string]any{
"list": []any{
map[string]any{
"rat": new(big.Rat).SetFrac64(3, 2),
},
},
},
expected: map[string]any{
"list": []any{
map[string]any{
"rat": "1.5",
},
},
},
},
{
name: "slice of *big.Rat",
input: []*big.Rat{
new(big.Rat).SetFrac64(19, 2),
new(big.Rat).SetFrac64(1, 4),
},
expected: []any{"9.5", "0.25"},
},
{
name: "slice of strings",
input: []string{"a", "b"},
expected: []any{"a", "b"},
},
{
name: "byte slice (BYTES)",
input: []byte("hello"),
expected: []byte("hello"),
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
got := NormalizeValue(tt.input)
if !reflect.DeepEqual(got, tt.expected) {
t.Errorf("NormalizeValue() = %v, want %v", got, tt.expected)
}
})
}
}

53
internal/tools/bigquery/bigquerycommon/util.go
View File

@@ -17,8 +17,6 @@ package bigquerycommon
import (
"context"
"fmt"
"math/big"
"reflect"
"sort"
"strings"
@@ -120,54 +118,3 @@ func InitializeDatasetParameters(
return projectParam, datasetParam
}
// NormalizeValue converts BigQuery specific types to standard JSON-compatible types.
// Specifically, it handles *big.Rat (used for NUMERIC/BIGNUMERIC) by converting
// them to decimal strings with up to 38 digits of precision, trimming trailing zeros.
// It recursively handles slices (arrays) and maps (structs) using reflection.
func NormalizeValue(v any) any {
if v == nil {
return nil
}
// Handle *big.Rat specifically.
if rat, ok := v.(*big.Rat); ok {
// Convert big.Rat to a decimal string.
// Use a precision of 38 digits (enough for BIGNUMERIC and NUMERIC)
// and trim trailing zeros to match BigQuery's behavior.
s := rat.FloatString(38)
if strings.Contains(s, ".") {
s = strings.TrimRight(s, "0")
s = strings.TrimRight(s, ".")
}
return s
}
// Use reflection for slices and maps to handle various underlying types.
rv := reflect.ValueOf(v)
switch rv.Kind() {
case reflect.Slice, reflect.Array:
// Preserve []byte as is, so json.Marshal encodes it as Base64 string (BigQuery BYTES behavior).
if rv.Type().Elem().Kind() == reflect.Uint8 {
return v
}
newSlice := make([]any, rv.Len())
for i := 0; i < rv.Len(); i++ {
newSlice[i] = NormalizeValue(rv.Index(i).Interface())
}
return newSlice
case reflect.Map:
// Ensure keys are strings to produce a JSON-compatible map.
if rv.Type().Key().Kind() != reflect.String {
return v
}
newMap := make(map[string]any, rv.Len())
iter := rv.MapRange()
for iter.Next() {
newMap[iter.Key().String()] = NormalizeValue(iter.Value().Interface())
}
return newMap
}
return v
}

72
internal/tools/bigquery/bigqueryexecutesql/bigqueryexecutesql.go
View File

@@ -27,10 +27,8 @@ import (
"github.com/googleapis/genai-toolbox/internal/tools"
bqutil "github.com/googleapis/genai-toolbox/internal/tools/bigquery/bigquerycommon"
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/googleapis/genai-toolbox/internal/util/orderedmap"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
bigqueryrestapi "google.golang.org/api/bigquery/v2"
"google.golang.org/api/iterator"
)
const kind string = "bigquery-execute-sql"
@@ -53,11 +51,11 @@ type compatibleSource interface {
BigQueryClient() *bigqueryapi.Client
BigQuerySession() bigqueryds.BigQuerySessionProvider
BigQueryWriteMode() string
BigQueryRestService() *bigqueryrestapi.Service
BigQueryClientCreator() bigqueryds.BigqueryClientCreator
UseClientAuthorization() bool
IsDatasetAllowed(projectID, datasetID string) bool
BigQueryAllowedDatasets() []string
RetrieveClientAndService(tools.AccessToken) (*bigqueryapi.Client, *bigqueryrestapi.Service, error)
RunSQL(context.Context, *bigqueryapi.Client, string, string, []bigqueryapi.QueryParameter, []*bigqueryapi.ConnectionProperty) (any, error)
}
type Config struct {
@@ -169,19 +167,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
return nil, fmt.Errorf("unable to cast dry_run parameter %s", paramsMap["dry_run"])
}
bqClient := source.BigQueryClient()
restService := source.BigQueryRestService()
// Initialize new client if using user OAuth token
if source.UseClientAuthorization() {
tokenStr, err := accessToken.ParseBearerToken()
if err != nil {
return nil, fmt.Errorf("error parsing access token: %w", err)
}
bqClient, restService, err = source.BigQueryClientCreator()(tokenStr, true)
if err != nil {
return nil, fmt.Errorf("error creating client from OAuth access token: %w", err)
}
bqClient, restService, err := source.RetrieveClientAndService(accessToken)
if err != nil {
return nil, err
}
var connProps []*bigqueryapi.ConnectionProperty
@@ -283,61 +271,13 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
return "Dry run was requested, but no job information was returned.", nil
}
query := bqClient.Query(sql)
query.Location = bqClient.Location
query.ConnectionProperties = connProps
// Log the query executed for debugging.
logger, err := util.LoggerFromContext(ctx)
if err != nil {
return nil, fmt.Errorf("error getting logger: %s", err)
}
logger.DebugContext(ctx, fmt.Sprintf("executing `%s` tool query: %s", kind, sql))
// This block handles SELECT statements, which return a row set.
// We iterate through the results, convert each row into a map of
// column names to values, and return the collection of rows.
var out []any
job, err := query.Run(ctx)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
it, err := job.Read(ctx)
if err != nil {
return nil, fmt.Errorf("unable to read query results: %w", err)
}
for {
var val []bigqueryapi.Value
err = it.Next(&val)
if err == iterator.Done {
break
}
if err != nil {
return nil, fmt.Errorf("unable to iterate through query results: %w", err)
}
schema := it.Schema
row := orderedmap.Row{}
for i, field := range schema {
row.Add(field.Name, bqutil.NormalizeValue(val[i]))
}
out = append(out, row)
}
// If the query returned any rows, return them directly.
if len(out) > 0 {
return out, nil
}
// This handles the standard case for a SELECT query that successfully
// executes but returns zero rows.
if statementType == "SELECT" {
return "The query returned 0 rows.", nil
}
// This is the fallback for a successful query that doesn't return content.
// In most cases, this will be for DML/DDL statements like INSERT, UPDATE, CREATE, etc.
// However, it is also possible that this was a query that was expected to return rows
// but returned none, a case that we cannot distinguish here.
return "Query executed successfully and returned no content.", nil
return source.RunSQL(ctx, bqClient, sql, statementType, nil, connProps)
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

63
internal/tools/bigquery/bigqueryforecast/bigqueryforecast.go
View File

@@ -28,7 +28,6 @@ import (
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
bigqueryrestapi "google.golang.org/api/bigquery/v2"
"google.golang.org/api/iterator"
)
const kind string = "bigquery-forecast"
@@ -49,12 +48,12 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
BigQueryClient() *bigqueryapi.Client
BigQueryRestService() *bigqueryrestapi.Service
BigQueryClientCreator() bigqueryds.BigqueryClientCreator
UseClientAuthorization() bool
IsDatasetAllowed(projectID, datasetID string) bool
BigQueryAllowedDatasets() []string
BigQuerySession() bigqueryds.BigQuerySessionProvider
RetrieveClientAndService(tools.AccessToken) (*bigqueryapi.Client, *bigqueryrestapi.Service, error)
RunSQL(context.Context, *bigqueryapi.Client, string, string, []bigqueryapi.QueryParameter, []*bigqueryapi.ConnectionProperty) (any, error)
}
type Config struct {
@@ -173,19 +172,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
}
}
bqClient := source.BigQueryClient()
restService := source.BigQueryRestService()
// Initialize new client if using user OAuth token
if source.UseClientAuthorization() {
tokenStr, err := accessToken.ParseBearerToken()
if err != nil {
return nil, fmt.Errorf("error parsing access token: %w", err)
}
bqClient, restService, err = source.BigQueryClientCreator()(tokenStr, false)
if err != nil {
return nil, fmt.Errorf("error creating client from OAuth access token: %w", err)
}
bqClient, restService, err := source.RetrieveClientAndService(accessToken)
if err != nil {
return nil, err
}
var historyDataSource string
@@ -251,7 +240,6 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
idColsFormatted := fmt.Sprintf("['%s']", strings.Join(idCols, "', '"))
idColsArg = fmt.Sprintf(", id_cols => %s", idColsFormatted)
}
sql := fmt.Sprintf(`SELECT *
FROM AI.FORECAST(
%s,
@@ -260,16 +248,14 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
horizon => %d%s)`,
historyDataSource, dataCol, timestampCol, horizon, idColsArg)
// JobStatistics.QueryStatistics.StatementType
query := bqClient.Query(sql)
query.Location = bqClient.Location
session, err := source.BigQuerySession()(ctx)
if err != nil {
return nil, fmt.Errorf("failed to get BigQuery session: %w", err)
}
var connProps []*bigqueryapi.ConnectionProperty
if session != nil {
// Add session ID to the connection properties for subsequent calls.
query.ConnectionProperties = []*bigqueryapi.ConnectionProperty{
connProps = []*bigqueryapi.ConnectionProperty{
{Key: "session_id", Value: session.ID},
}
}
@@ -281,40 +267,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
}
logger.DebugContext(ctx, fmt.Sprintf("executing `%s` tool query: %s", kind, sql))
// This block handles SELECT statements, which return a row set.
// We iterate through the results, convert each row into a map of
// column names to values, and return the collection of rows.
var out []any
job, err := query.Run(ctx)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
it, err := job.Read(ctx)
if err != nil {
return nil, fmt.Errorf("unable to read query results: %w", err)
}
for {
var row map[string]bigqueryapi.Value
err = it.Next(&row)
if err == iterator.Done {
break
}
if err != nil {
return nil, fmt.Errorf("unable to iterate through query results: %w", err)
}
vMap := make(map[string]any)
for key, value := range row {
vMap[key] = value
}
out = append(out, vMap)
}
// If the query returned any rows, return them directly.
if len(out) > 0 {
return out, nil
}
// This handles the standard case for a SELECT query that successfully
return "The query returned 0 rows.", nil
return source.RunSQL(ctx, bqClient, sql, "SELECT", nil, connProps)
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

20
internal/tools/bigquery/bigquerygetdatasetinfo/bigquerygetdatasetinfo.go
View File

@@ -21,10 +21,10 @@ import (
bigqueryapi "cloud.google.com/go/bigquery"
yaml "github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
bigqueryds "github.com/googleapis/genai-toolbox/internal/sources/bigquery"
"github.com/googleapis/genai-toolbox/internal/tools"
bqutil "github.com/googleapis/genai-toolbox/internal/tools/bigquery/bigquerycommon"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
bigqueryrestapi "google.golang.org/api/bigquery/v2"
)
const kind string = "bigquery-get-dataset-info"
@@ -47,11 +47,10 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
BigQueryProject() string
BigQueryClient() *bigqueryapi.Client
BigQueryClientCreator() bigqueryds.BigqueryClientCreator
UseClientAuthorization() bool
IsDatasetAllowed(projectID, datasetID string) bool
BigQueryAllowedDatasets() []string
RetrieveClientAndService(tools.AccessToken) (*bigqueryapi.Client, *bigqueryrestapi.Service, error)
}
type Config struct {
@@ -138,18 +137,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
return nil, fmt.Errorf("invalid or missing '%s' parameter; expected a string", datasetKey)
}
bqClient := source.BigQueryClient()
// Initialize new client if using user OAuth token
if source.UseClientAuthorization() {
tokenStr, err := accessToken.ParseBearerToken()
if err != nil {
return nil, fmt.Errorf("error parsing access token: %w", err)
}
bqClient, _, err = source.BigQueryClientCreator()(tokenStr, false)
if err != nil {
return nil, fmt.Errorf("error creating client from OAuth access token: %w", err)
}
bqClient, _, err := source.RetrieveClientAndService(accessToken)
if err != nil {
return nil, err
}
if !source.IsDatasetAllowed(projectId, datasetId) {

20
internal/tools/bigquery/bigquerygettableinfo/bigquerygettableinfo.go
View File

@@ -21,10 +21,10 @@ import (
bigqueryapi "cloud.google.com/go/bigquery"
yaml "github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
bigqueryds "github.com/googleapis/genai-toolbox/internal/sources/bigquery"
"github.com/googleapis/genai-toolbox/internal/tools"
bqutil "github.com/googleapis/genai-toolbox/internal/tools/bigquery/bigquerycommon"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
bigqueryrestapi "google.golang.org/api/bigquery/v2"
)
const kind string = "bigquery-get-table-info"
@@ -48,11 +48,10 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
BigQueryProject() string
BigQueryClient() *bigqueryapi.Client
BigQueryClientCreator() bigqueryds.BigqueryClientCreator
UseClientAuthorization() bool
IsDatasetAllowed(projectID, datasetID string) bool
BigQueryAllowedDatasets() []string
RetrieveClientAndService(tools.AccessToken) (*bigqueryapi.Client, *bigqueryrestapi.Service, error)
}
type Config struct {
@@ -151,18 +150,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
return nil, fmt.Errorf("access denied to dataset '%s' because it is not in the configured list of allowed datasets for project '%s'", datasetId, projectId)
}
bqClient := source.BigQueryClient()
// Initialize new client if using user OAuth token
if source.UseClientAuthorization() {
tokenStr, err := accessToken.ParseBearerToken()
if err != nil {
return nil, fmt.Errorf("error parsing access token: %w", err)
}
bqClient, _, err = source.BigQueryClientCreator()(tokenStr, false)
if err != nil {
return nil, fmt.Errorf("error creating client from OAuth access token: %w", err)
}
bqClient, _, err := source.RetrieveClientAndService(accessToken)
if err != nil {
return nil, err
}
dsHandle := bqClient.DatasetInProject(projectId, datasetId)

19
internal/tools/bigquery/bigquerylistdatasetids/bigquerylistdatasetids.go
View File

@@ -21,9 +21,9 @@ import (
bigqueryapi "cloud.google.com/go/bigquery"
yaml "github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
bigqueryds "github.com/googleapis/genai-toolbox/internal/sources/bigquery"
"github.com/googleapis/genai-toolbox/internal/tools"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
bigqueryrestapi "google.golang.org/api/bigquery/v2"
"google.golang.org/api/iterator"
)
@@ -46,10 +46,9 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
BigQueryProject() string
BigQueryClient() *bigqueryapi.Client
BigQueryClientCreator() bigqueryds.BigqueryClientCreator
UseClientAuthorization() bool
BigQueryAllowedDatasets() []string
RetrieveClientAndService(tools.AccessToken) (*bigqueryapi.Client, *bigqueryrestapi.Service, error)
}
type Config struct {
@@ -135,17 +134,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
return nil, fmt.Errorf("invalid or missing '%s' parameter; expected a string", projectKey)
}
bqClient := source.BigQueryClient()
// Initialize new client if using user OAuth token
if source.UseClientAuthorization() {
tokenStr, err := accessToken.ParseBearerToken()
if err != nil {
return nil, fmt.Errorf("error parsing access token: %w", err)
}
bqClient, _, err = source.BigQueryClientCreator()(tokenStr, false)
if err != nil {
return nil, fmt.Errorf("error creating client from OAuth access token: %w", err)
}
bqClient, _, err := source.RetrieveClientAndService(accessToken)
if err != nil {
return nil, err
}
datasetIterator := bqClient.Datasets(ctx)
datasetIterator.ProjectID = projectId

19
internal/tools/bigquery/bigquerylisttableids/bigquerylisttableids.go
View File

@@ -21,10 +21,10 @@ import (
bigqueryapi "cloud.google.com/go/bigquery"
yaml "github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
bigqueryds "github.com/googleapis/genai-toolbox/internal/sources/bigquery"
"github.com/googleapis/genai-toolbox/internal/tools"
bqutil "github.com/googleapis/genai-toolbox/internal/tools/bigquery/bigquerycommon"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
bigqueryrestapi "google.golang.org/api/bigquery/v2"
"google.golang.org/api/iterator"
)
@@ -47,12 +47,11 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
}
type compatibleSource interface {
BigQueryClient() *bigqueryapi.Client
BigQueryClientCreator() bigqueryds.BigqueryClientCreator
BigQueryProject() string
UseClientAuthorization() bool
IsDatasetAllowed(projectID, datasetID string) bool
BigQueryAllowedDatasets() []string
RetrieveClientAndService(tools.AccessToken) (*bigqueryapi.Client, *bigqueryrestapi.Service, error)
}
type Config struct {
@@ -145,17 +144,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
return nil, fmt.Errorf("access denied to dataset '%s' because it is not in the configured list of allowed datasets for project '%s'", datasetId, projectId)
}
bqClient := source.BigQueryClient()
// Initialize new client if using user OAuth token
if source.UseClientAuthorization() {
tokenStr, err := accessToken.ParseBearerToken()
if err != nil {
return nil, fmt.Errorf("error parsing access token: %w", err)
}
bqClient, _, err = source.BigQueryClientCreator()(tokenStr, false)
if err != nil {
return nil, fmt.Errorf("error creating client from OAuth access token: %w", err)
}
bqClient, _, err := source.RetrieveClientAndService(accessToken)
if err != nil {
return nil, err
}
dsHandle := bqClient.DatasetInProject(projectId, datasetId)

82
internal/tools/bigquery/bigquerysql/bigquerysql.go
View File

@@ -23,13 +23,11 @@ import (
bigqueryapi "cloud.google.com/go/bigquery"
yaml "github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
bigqueryds "github.com/googleapis/genai-toolbox/internal/sources/bigquery"
"github.com/googleapis/genai-toolbox/internal/tools"
bqutil "github.com/googleapis/genai-toolbox/internal/tools/bigquery/bigquerycommon"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
bigqueryrestapi "google.golang.org/api/bigquery/v2"
"google.golang.org/api/iterator"
)
const kind string = "bigquery-sql"
@@ -49,12 +47,10 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
}
type compatibleSource interface {
BigQueryClient() *bigqueryapi.Client
BigQuerySession() bigqueryds.BigQuerySessionProvider
BigQueryWriteMode() string
BigQueryRestService() *bigqueryrestapi.Service
BigQueryClientCreator() bigqueryds.BigqueryClientCreator
UseClientAuthorization() bool
RetrieveClientAndService(tools.AccessToken) (*bigqueryapi.Client, *bigqueryrestapi.Service, error)
RunSQL(context.Context, *bigqueryapi.Client, string, string, []bigqueryapi.QueryParameter, []*bigqueryapi.ConnectionProperty) (any, error)
}
type Config struct {
@@ -189,25 +185,6 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
lowLevelParams = append(lowLevelParams, lowLevelParam)
}
bqClient := source.BigQueryClient()
restService := source.BigQueryRestService()
// Initialize new client if using user OAuth token
if source.UseClientAuthorization() {
tokenStr, err := accessToken.ParseBearerToken()
if err != nil {
return nil, fmt.Errorf("error parsing access token: %w", err)
}
bqClient, restService, err = source.BigQueryClientCreator()(tokenStr, true)
if err != nil {
return nil, fmt.Errorf("error creating client from OAuth access token: %w", err)
}
}
query := bqClient.Query(newStatement)
query.Parameters = highLevelParams
query.Location = bqClient.Location
connProps := []*bigqueryapi.ConnectionProperty{}
if source.BigQuerySession() != nil {
session, err := source.BigQuerySession()(ctx)
@@ -219,57 +196,20 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
connProps = append(connProps, &bigqueryapi.ConnectionProperty{Key: "session_id", Value: session.ID})
}
}
query.ConnectionProperties = connProps
dryRunJob, err := bqutil.DryRunQuery(ctx, restService, bqClient.Project(), query.Location, newStatement, lowLevelParams, connProps)
bqClient, restService, err := source.RetrieveClientAndService(accessToken)
if err != nil {
return nil, err
}
dryRunJob, err := bqutil.DryRunQuery(ctx, restService, bqClient.Project(), bqClient.Location, newStatement, lowLevelParams, connProps)
if err != nil {
return nil, fmt.Errorf("query validation failed: %w", err)
}
statementType := dryRunJob.Statistics.Query.StatementType
// This block handles SELECT statements, which return a row set.
// We iterate through the results, convert each row into a map of
// column names to values, and return the collection of rows.
job, err := query.Run(ctx)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
it, err := job.Read(ctx)
if err != nil {
return nil, fmt.Errorf("unable to read query results: %w", err)
}
var out []any
for {
var row map[string]bigqueryapi.Value
err = it.Next(&row)
if err == iterator.Done {
break
}
if err != nil {
return nil, fmt.Errorf("unable to iterate through query results: %w", err)
}
vMap := make(map[string]any)
for key, value := range row {
vMap[key] = bqutil.NormalizeValue(value)
}
out = append(out, vMap)
}
// If the query returned any rows, return them directly.
if len(out) > 0 {
return out, nil
}
// This handles the standard case for a SELECT query that successfully
// executes but returns zero rows.
if statementType == "SELECT" {
return "The query returned 0 rows.", nil
}
// This is the fallback for a successful query that doesn't return content.
// In most cases, this will be for DML/DDL statements like INSERT, UPDATE, CREATE, etc.
// However, it is also possible that this was a query that was expected to return rows
// but returned none, a case that we cannot distinguish here.
return "Query executed successfully and returned no content.", nil
return source.RunSQL(ctx, bqClient, newStatement, statementType, highLevelParams, connProps)
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

81
internal/tools/bigtable/bigtable.go
View File

@@ -43,6 +43,7 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
BigtableClient() *bigtable.Client
RunSQL(context.Context, string, parameters.Parameters, parameters.ParamValues) (any, error)
}
type Config struct {
@@ -95,45 +96,6 @@ func (t Tool) ToConfig() tools.ToolConfig {
return t.Config
}
func getBigtableType(paramType string) (bigtable.SQLType, error) {
switch paramType {
case "boolean":
return bigtable.BoolSQLType{}, nil
case "string":
return bigtable.StringSQLType{}, nil
case "integer":
return bigtable.Int64SQLType{}, nil
case "float":
return bigtable.Float64SQLType{}, nil
case "array":
return bigtable.ArraySQLType{}, nil
default:
return nil, fmt.Errorf("unknow param type %s", paramType)
}
}
func getMapParamsType(tparams parameters.Parameters, params parameters.ParamValues) (map[string]bigtable.SQLType, error) {
btParamTypes := make(map[string]bigtable.SQLType)
for _, p := range tparams {
if p.GetType() == "array" {
itemType, err := getBigtableType(p.Manifest().Items.Type)
if err != nil {
return nil, err
}
btParamTypes[p.GetName()] = bigtable.ArraySQLType{
ElemType: itemType,
}
continue
}
paramType, err := getBigtableType(p.GetType())
if err != nil {
return nil, err
}
btParamTypes[p.GetName()] = paramType
}
return btParamTypes, nil
}
func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, params parameters.ParamValues, accessToken tools.AccessToken) (any, error) {
source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Kind)
if err != nil {
@@ -150,46 +112,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
if err != nil {
return nil, fmt.Errorf("unable to extract standard params %w", err)
}
mapParamsType, err := getMapParamsType(t.Parameters, newParams)
if err != nil {
return nil, fmt.Errorf("fail to get map params: %w", err)
}
ps, err := source.BigtableClient().PrepareStatement(
ctx,
newStatement,
mapParamsType,
)
if err != nil {
return nil, fmt.Errorf("unable to prepare statement: %w", err)
}
bs, err := ps.Bind(newParams.AsMap())
if err != nil {
return nil, fmt.Errorf("unable to bind: %w", err)
}
var out []any
err = bs.Execute(ctx, func(resultRow bigtable.ResultRow) bool {
vMap := make(map[string]any)
cols := resultRow.Metadata.Columns
for _, c := range cols {
var columValue any
err = resultRow.GetByName(c.Name, &columValue)
vMap[c.Name] = columValue
}
out = append(out, vMap)
return true
})
if err != nil {
return nil, fmt.Errorf("unable to execute client: %w", err)
}
return out, nil
return source.RunSQL(ctx, newStatement, t.Parameters, newParams)
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

21
internal/tools/cassandra/cassandracql/cassandracql.go
View File

@@ -43,6 +43,7 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
CassandraSession() *gocql.Session
RunSQL(context.Context, string, parameters.ParamValues) (any, error)
}
type Config struct {
@@ -121,25 +122,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
if err != nil {
return nil, fmt.Errorf("unable to extract standard params %w", err)
}
sliceParams := newParams.AsSlice()
iter := source.CassandraSession().Query(newStatement, sliceParams...).IterContext(ctx)
// Create a slice to store the out
var out []map[string]interface{}
// Scan results into a map and append to the slice
for {
row := make(map[string]interface{}) // Create a new map for each row
if !iter.MapScan(row) {
break // No more rows
}
out = append(out, row)
}
if err := iter.Close(); err != nil {
return nil, fmt.Errorf("unable to parse rows: %w", err)
}
return out, nil
return source.RunSQL(ctx, newStatement, newParams)
}
// Manifest implements tools.Tool.

61
internal/tools/clickhouse/clickhouseexecutesql/clickhouseexecutesql.go
View File

@@ -16,7 +16,6 @@ package clickhouse
import (
"context"
"database/sql"
"fmt"
yaml "github.com/goccy/go-yaml"
@@ -42,7 +41,7 @@ func newExecuteSQLConfig(ctx context.Context, name string, decoder *yaml.Decoder
}
type compatibleSource interface {
ClickHousePool() *sql.DB
RunSQL(context.Context, string, parameters.ParamValues) (any, error)
}
type Config struct {
@@ -98,63 +97,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
if !ok {
return nil, fmt.Errorf("unable to cast sql parameter %s", paramsMap["sql"])
}
results, err := source.ClickHousePool().QueryContext(ctx, sql)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer results.Close()
cols, err := results.Columns()
if err != nil {
return nil, fmt.Errorf("unable to retrieve rows column name: %w", err)
}
// create an array of values for each column, which can be re-used to scan each row
rawValues := make([]any, len(cols))
values := make([]any, len(cols))
for i := range rawValues {
values[i] = &rawValues[i]
}
colTypes, err := results.ColumnTypes()
if err != nil {
return nil, fmt.Errorf("unable to get column types: %w", err)
}
var out []any
for results.Next() {
err := results.Scan(values...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
vMap := make(map[string]any)
for i, name := range cols {
// ClickHouse driver may return specific types that need handling
switch colTypes[i].DatabaseTypeName() {
case "String", "FixedString":
if rawValues[i] != nil {
// Handle potential []byte to string conversion if needed
if b, ok := rawValues[i].([]byte); ok {
vMap[name] = string(b)
} else {
vMap[name] = rawValues[i]
}
} else {
vMap[name] = nil
}
default:
vMap[name] = rawValues[i]
}
}
out = append(out, vMap)
}
if err := results.Err(); err != nil {
return nil, fmt.Errorf("errors encountered by results.Scan: %w", err)
}
return out, nil
return source.RunSQL(ctx, sql, nil)
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

26
internal/tools/clickhouse/clickhouselistdatabases/clickhouselistdatabases.go
View File

@@ -16,7 +16,6 @@ package clickhouse
import (
"context"
"database/sql"
"fmt"
yaml "github.com/goccy/go-yaml"
@@ -42,7 +41,7 @@ func newListDatabasesConfig(ctx context.Context, name string, decoder *yaml.Deco
}
type compatibleSource interface {
ClickHousePool() *sql.DB
RunSQL(context.Context, string, parameters.ParamValues) (any, error)
}
type Config struct {
@@ -95,29 +94,12 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
// Query to list all databases
query := "SHOW DATABASES"
results, err := source.ClickHousePool().QueryContext(ctx, query)
out, err := source.RunSQL(ctx, query, nil)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer results.Close()
var databases []map[string]any
for results.Next() {
var dbName string
err := results.Scan(&dbName)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
databases = append(databases, map[string]any{
"name": dbName,
})
return nil, err
}
if err := results.Err(); err != nil {
return nil, fmt.Errorf("errors encountered by results.Scan: %w", err)
}
return databases, nil
return out, nil
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

35
internal/tools/clickhouse/clickhouselisttables/clickhouselisttables.go
View File

@@ -16,7 +16,6 @@ package clickhouse
import (
"context"
"database/sql"
"fmt"
yaml "github.com/goccy/go-yaml"
@@ -43,7 +42,7 @@ func newListTablesConfig(ctx context.Context, name string, decoder *yaml.Decoder
}
type compatibleSource interface {
ClickHousePool() *sql.DB
RunSQL(context.Context, string, parameters.ParamValues) (any, error)
}
type Config struct {
@@ -101,33 +100,27 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
if !ok {
return nil, fmt.Errorf("invalid or missing '%s' parameter; expected a string", databaseKey)
}
// Query to list all tables in the specified database
query := fmt.Sprintf("SHOW TABLES FROM %s", database)
results, err := source.ClickHousePool().QueryContext(ctx, query)
out, err := source.RunSQL(ctx, query, nil)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
return nil, err
}
defer results.Close()
tables := []map[string]any{}
for results.Next() {
var tableName string
err := results.Scan(&tableName)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
res, ok := out.([]any)
if !ok {
return nil, fmt.Errorf("unable to convert result to list")
}
var tables []map[string]any
for _, item := range res {
tableMap, ok := item.(map[string]any)
if !ok {
return nil, fmt.Errorf("unexpected type in result: got %T, want map[string]any", item)
}
tables = append(tables, map[string]any{
"name": tableName,
"database": database,
})
tableMap["database"] = database
tables = append(tables, tableMap)
}
if err := results.Err(); err != nil {
return nil, fmt.Errorf("errors encountered by results.Scan: %w", err)
}
return tables, nil
}

63
internal/tools/clickhouse/clickhousesql/clickhousesql.go
View File

@@ -16,7 +16,6 @@ package clickhouse
import (
"context"
"database/sql"
"fmt"
yaml "github.com/goccy/go-yaml"
@@ -42,7 +41,7 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
}
type compatibleSource interface {
ClickHousePool() *sql.DB
RunSQL(context.Context, string, parameters.ParamValues) (any, error)
}
type Config struct {
@@ -105,65 +104,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
return nil, fmt.Errorf("unable to extract standard params: %w", err)
}
sliceParams := newParams.AsSlice()
results, err := source.ClickHousePool().QueryContext(ctx, newStatement, sliceParams...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
cols, err := results.Columns()
if err != nil {
return nil, fmt.Errorf("unable to retrieve rows column name: %w", err)
}
rawValues := make([]any, len(cols))
values := make([]any, len(cols))
for i := range rawValues {
values[i] = &rawValues[i]
}
colTypes, err := results.ColumnTypes()
if err != nil {
return nil, fmt.Errorf("unable to get column types: %w", err)
}
var out []any
for results.Next() {
err := results.Scan(values...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
vMap := make(map[string]any)
for i, name := range cols {
switch colTypes[i].DatabaseTypeName() {
case "String", "FixedString":
if rawValues[i] != nil {
// Handle potential []byte to string conversion if needed
if b, ok := rawValues[i].([]byte); ok {
vMap[name] = string(b)
} else {
vMap[name] = rawValues[i]
}
} else {
vMap[name] = nil
}
default:
vMap[name] = rawValues[i]
}
}
out = append(out, vMap)
}
err = results.Close()
if err != nil {
return nil, fmt.Errorf("unable to close rows: %w", err)
}
if err := results.Err(); err != nil {
return nil, fmt.Errorf("errors encountered by results.Scan: %w", err)
}
return out, nil
return source.RunSQL(ctx, newStatement, newParams)
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

63
internal/tools/cloudgda/cloudgda.go
View File

@@ -15,12 +15,9 @@
package cloudgda
import (
"bytes"
"context"
"encoding/json"
"fmt"
"io"
"net/http"
"github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
@@ -46,9 +43,8 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
GetProjectID() string
GetBaseURL() string
UseClientAuthorization() bool
GetClient(context.Context, string) (*http.Client, error)
RunQuery(context.Context, string, []byte) (any, error)
}
type Config struct {
@@ -113,10 +109,15 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
return nil, fmt.Errorf("prompt parameter not found or not a string")
}
// The API endpoint itself always uses the "global" location.
apiLocation := "global"
apiParent := fmt.Sprintf("projects/%s/locations/%s", source.GetProjectID(), apiLocation)
apiURL := fmt.Sprintf("%s/v1beta/%s:queryData", source.GetBaseURL(), apiParent)
// Parse the access token if provided
var tokenStr string
if source.UseClientAuthorization() {
var err error
tokenStr, err = accessToken.ParseBearerToken()
if err != nil {
return nil, fmt.Errorf("error parsing access token: %w", err)
}
}
// The parent in the request payload uses the tool's configured location.
payloadParent := fmt.Sprintf("projects/%s/locations/%s", source.GetProjectID(), t.Location)
@@ -132,49 +133,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
if err != nil {
return nil, fmt.Errorf("failed to marshal request payload: %w", err)
}
// Parse the access token if provided
var tokenStr string
if source.UseClientAuthorization() {
var err error
tokenStr, err = accessToken.ParseBearerToken()
if err != nil {
return nil, fmt.Errorf("error parsing access token: %w", err)
}
}
client, err := source.GetClient(ctx, tokenStr)
if err != nil {
return nil, fmt.Errorf("failed to get HTTP client: %w", err)
}
req, err := http.NewRequestWithContext(ctx, http.MethodPost, apiURL, bytes.NewBuffer(bodyBytes))
if err != nil {
return nil, fmt.Errorf("failed to create request: %w", err)
}
req.Header.Set("Content-Type", "application/json")
resp, err := client.Do(req)
if err != nil {
return nil, fmt.Errorf("failed to execute request: %w", err)
}
defer resp.Body.Close()
respBody, err := io.ReadAll(resp.Body)
if err != nil {
return nil, fmt.Errorf("failed to read response body: %w", err)
}
if resp.StatusCode != http.StatusOK {
return nil, fmt.Errorf("API request failed with status %d: %s", resp.StatusCode, string(respBody))
}
var result map[string]any
if err := json.Unmarshal(respBody, &result); err != nil {
return nil, fmt.Errorf("failed to unmarshal response: %w", err)
}
return result, nil
return source.RunQuery(ctx, tokenStr, bodyBytes)
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

45
internal/tools/cloudmonitoring/cloudmonitoring.go
View File

@@ -16,9 +16,7 @@ package cloudmonitoring
import (
"context"
"encoding/json"
"fmt"
"io"
"net/http"
"github.com/goccy/go-yaml"
@@ -44,9 +42,8 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
}
type compatibleSource interface {
BaseURL() string
Client() *http.Client
UserAgent() string
RunQuery(projectID, query string) (any, error)
}
type Config struct {
@@ -110,45 +107,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
if !ok {
return nil, fmt.Errorf("query parameter not found or not a string")
}
url := fmt.Sprintf("%s/v1/projects/%s/location/global/prometheus/api/v1/query", source.BaseURL(), projectID)
req, err := http.NewRequest(http.MethodGet, url, nil)
if err != nil {
return nil, err
}
q := req.URL.Query()
q.Add("query", query)
req.URL.RawQuery = q.Encode()
req.Header.Set("User-Agent", source.UserAgent())
resp, err := source.Client().Do(req)
if err != nil {
return nil, err
}
defer resp.Body.Close()
body, err := io.ReadAll(resp.Body)
if err != nil {
return nil, fmt.Errorf("failed to read response body: %w", err)
}
if resp.StatusCode != http.StatusOK {
return nil, fmt.Errorf("request failed: %s, body: %s", resp.Status, string(body))
}
if len(body) == 0 {
return nil, nil
}
var result map[string]any
if err := json.Unmarshal(body, &result); err != nil {
return nil, fmt.Errorf("failed to unmarshal json: %w, body: %s", err, string(body))
}
return result, nil
return source.RunQuery(projectID, query)
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

36
internal/tools/cloudsql/cloudsqlcloneinstance/cloudsqlcloneinstance.go
View File

@@ -45,6 +45,7 @@ type compatibleSource interface {
GetDefaultProject() string
GetService(context.Context, string) (*sqladmin.Service, error)
UseClientAuthorization() bool
CloneInstance(context.Context, string, string, string, string, string, string, string) (any, error)
}
// Config defines the configuration for the clone-instance tool.
@@ -142,38 +143,11 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
return nil, fmt.Errorf("error casting 'destinationInstanceName' parameter: %v", paramsMap["destinationInstanceName"])
}
cloneContext := &sqladmin.CloneContext{
DestinationInstanceName: destinationInstanceName,
}
pointInTime, _ := paramsMap["pointInTime"].(string)
preferredZone, _ := paramsMap["preferredZone"].(string)
preferredSecondaryZone, _ := paramsMap["preferredSecondaryZone"].(string)
pointInTime, ok := paramsMap["pointInTime"].(string)
if ok {
cloneContext.PointInTime = pointInTime
}
preferredZone, ok := paramsMap["preferredZone"].(string)
if ok {
cloneContext.PreferredZone = preferredZone
}
preferredSecondaryZone, ok := paramsMap["preferredSecondaryZone"].(string)
if ok {
cloneContext.PreferredSecondaryZone = preferredSecondaryZone
}
rb := &sqladmin.InstancesCloneRequest{
CloneContext: cloneContext,
}
service, err := source.GetService(ctx, string(accessToken))
if err != nil {
return nil, err
}
resp, err := service.Instances.Clone(project, sourceInstanceName, rb).Do()
if err != nil {
return nil, fmt.Errorf("error cloning instance: %w", err)
}
return resp, nil
return source.CloneInstance(ctx, project, sourceInstanceName, destinationInstanceName, pointInTime, preferredZone, preferredSecondaryZone, string(accessToken))
}
// ParseParams parses the parameters for the tool.

22
internal/tools/cloudsql/cloudsqlcreatedatabase/cloudsqlcreatedatabase.go
View File

@@ -22,7 +22,6 @@ import (
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
sqladmin "google.golang.org/api/sqladmin/v1"
)
const kind string = "cloud-sql-create-database"
@@ -43,8 +42,8 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
GetDefaultProject() string
GetService(context.Context, string) (*sqladmin.Service, error)
UseClientAuthorization() bool
CreateDatabase(context.Context, string, string, string, string) (any, error)
}
// Config defines the configuration for the create-database tool.
@@ -137,24 +136,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
if !ok {
return nil, fmt.Errorf("missing 'name' parameter")
}
database := sqladmin.Database{
Name: name,
Project: project,
Instance: instance,
}
service, err := source.GetService(ctx, string(accessToken))
if err != nil {
return nil, err
}
resp, err := service.Databases.Insert(project, instance, &database).Do()
if err != nil {
return nil, fmt.Errorf("error creating database: %w", err)
}
return resp, nil
return source.CreateDatabase(ctx, name, project, instance, string(accessToken))
}
// ParseParams parses the parameters for the tool.

32
internal/tools/cloudsql/cloudsqlcreateusers/cloudsqlcreateusers.go
View File

@@ -22,7 +22,6 @@ import (
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
sqladmin "google.golang.org/api/sqladmin/v1"
)
const kind string = "cloud-sql-create-users"
@@ -43,8 +42,8 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
GetDefaultProject() string
GetService(context.Context, string) (*sqladmin.Service, error)
UseClientAuthorization() bool
CreateUsers(context.Context, string, string, string, string, bool, string) (any, error)
}
// Config defines the configuration for the create-user tool.
@@ -141,33 +140,8 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
}
iamUser, _ := paramsMap["iamUser"].(bool)
user := sqladmin.User{
Name: name,
}
if iamUser {
user.Type = "CLOUD_IAM_USER"
} else {
user.Type = "BUILT_IN"
password, ok := paramsMap["password"].(string)
if !ok || password == "" {
return nil, fmt.Errorf("missing 'password' parameter for non-IAM user")
}
user.Password = password
}
service, err := source.GetService(ctx, string(accessToken))
if err != nil {
return nil, err
}
resp, err := service.Users.Insert(project, instance, &user).Do()
if err != nil {
return nil, fmt.Errorf("error creating user: %w", err)
}
return resp, nil
password, _ := paramsMap["password"].(string)
return source.CreateUsers(ctx, project, instance, name, password, iamUser, string(accessToken))
}
// ParseParams parses the parameters for the tool.

16
internal/tools/cloudsql/cloudsqlgetinstances/cloudsqlgetinstances.go
View File

@@ -22,7 +22,6 @@ import (
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
"google.golang.org/api/sqladmin/v1"
)
const kind string = "cloud-sql-get-instance"
@@ -43,8 +42,8 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
GetDefaultProject() string
GetService(context.Context, string) (*sqladmin.Service, error)
UseClientAuthorization() bool
GetInstance(context.Context, string, string, string) (any, error)
}
// Config defines the configuration for the get-instances tool.
@@ -133,18 +132,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
if !ok {
return nil, fmt.Errorf("missing 'instanceId' parameter")
}
service, err := source.GetService(ctx, string(accessToken))
if err != nil {
return nil, err
}
resp, err := service.Instances.Get(projectId, instanceId).Do()
if err != nil {
return nil, fmt.Errorf("error getting instance: %w", err)
}
return resp, nil
return source.GetInstance(ctx, projectId, instanceId, string(accessToken))
}
// ParseParams parses the parameters for the tool.

35
internal/tools/cloudsql/cloudsqllistdatabases/cloudsqllistdatabases.go
View File

@@ -22,7 +22,6 @@ import (
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
"google.golang.org/api/sqladmin/v1"
)
const kind string = "cloud-sql-list-databases"
@@ -43,8 +42,8 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
GetDefaultProject() string
GetService(context.Context, string) (*sqladmin.Service, error)
UseClientAuthorization() bool
ListDatabase(context.Context, string, string, string) (any, error)
}
// Config defines the configuration for the list-databases tool.
@@ -132,37 +131,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
if !ok {
return nil, fmt.Errorf("missing 'instance' parameter")
}
service, err := source.GetService(ctx, string(accessToken))
if err != nil {
return nil, err
}
resp, err := service.Databases.List(project, instance).Do()
if err != nil {
return nil, fmt.Errorf("error listing databases: %w", err)
}
if resp.Items == nil {
return []any{}, nil
}
type databaseInfo struct {
Name string `json:"name"`
Charset string `json:"charset"`
Collation string `json:"collation"`
}
var databases []databaseInfo
for _, item := range resp.Items {
databases = append(databases, databaseInfo{
Name: item.Name,
Charset: item.Charset,
Collation: item.Collation,
})
}
return databases, nil
return source.ListDatabase(ctx, project, instance, string(accessToken))
}
// ParseParams parses the parameters for the tool.

33
internal/tools/cloudsql/cloudsqllistinstances/cloudsqllistinstances.go
View File

@@ -22,7 +22,6 @@ import (
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
"google.golang.org/api/sqladmin/v1"
)
const kind string = "cloud-sql-list-instances"
@@ -43,8 +42,8 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
GetDefaultProject() string
GetService(context.Context, string) (*sqladmin.Service, error)
UseClientAuthorization() bool
ListInstance(context.Context, string, string) (any, error)
}
// Config defines the configuration for the list-instance tool.
@@ -127,35 +126,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
if !ok {
return nil, fmt.Errorf("missing 'project' parameter")
}
service, err := source.GetService(ctx, string(accessToken))
if err != nil {
return nil, err
}
resp, err := service.Instances.List(project).Do()
if err != nil {
return nil, fmt.Errorf("error listing instances: %w", err)
}
if resp.Items == nil {
return []any{}, nil
}
type instanceInfo struct {
Name string `json:"name"`
InstanceType string `json:"instanceType"`
}
var instances []instanceInfo
for _, item := range resp.Items {
instances = append(instances, instanceInfo{
Name: item.Name,
InstanceType: item.InstanceType,
})
}
return instances, nil
return source.ListInstance(ctx, project, string(accessToken))
}
// ParseParams parses the parameters for the tool.

144
internal/tools/cloudsql/cloudsqlwaitforoperation/cloudsqlwaitforoperation.go
View File

@@ -16,11 +16,7 @@ package cloudsqlwaitforoperation
import (
"context"
"encoding/json"
"fmt"
"regexp"
"strings"
"text/template"
"time"
yaml "github.com/goccy/go-yaml"
@@ -91,6 +87,7 @@ type compatibleSource interface {
GetDefaultProject() string
GetService(context.Context, string) (*sqladmin.Service, error)
UseClientAuthorization() bool
GetWaitForOperations(context.Context, *sqladmin.Service, string, string, string, time.Duration) (any, error)
}
// Config defines the configuration for the wait-for-operation tool.
@@ -229,14 +226,14 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
return nil, fmt.Errorf("missing 'operation' parameter")
}
ctx, cancel := context.WithTimeout(ctx, 30*time.Minute)
defer cancel()
service, err := source.GetService(ctx, string(accessToken))
if err != nil {
return nil, err
}
ctx, cancel := context.WithTimeout(ctx, 30*time.Minute)
defer cancel()
delay := t.Delay
maxDelay := t.MaxDelay
multiplier := t.Multiplier
@@ -250,37 +247,11 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
default:
}
op, err := service.Operations.Get(project, operationID).Do()
op, err := source.GetWaitForOperations(ctx, service, project, operationID, cloudSQLConnectionMessageTemplate, delay)
if err != nil {
fmt.Printf("error getting operation: %s, retrying in %v\n", err, delay)
} else {
if op.Status == "DONE" {
if op.Error != nil {
var errorBytes []byte
errorBytes, err = json.Marshal(op.Error)
if err != nil {
return nil, fmt.Errorf("operation finished with error but could not marshal error object: %w", err)
}
return nil, fmt.Errorf("operation finished with error: %s", string(errorBytes))
}
var opBytes []byte
opBytes, err = op.MarshalJSON()
if err != nil {
return nil, fmt.Errorf("could not marshal operation: %w", err)
}
var data map[string]any
if err := json.Unmarshal(opBytes, &data); err != nil {
return nil, fmt.Errorf("could not unmarshal operation: %w", err)
}
if msg, ok := t.generateCloudSQLConnectionMessage(source, data); ok {
return msg, nil
}
return string(opBytes), nil
}
fmt.Printf("Operation not complete, retrying in %v\n", delay)
return nil, err
} else if op != nil {
return op, nil
}
time.Sleep(delay)
@@ -321,105 +292,6 @@ func (t Tool) RequiresClientAuthorization(resourceMgr tools.SourceProvider) (boo
return source.UseClientAuthorization(), nil
}
func (t Tool) generateCloudSQLConnectionMessage(source compatibleSource, opResponse map[string]any) (string, bool) {
operationType, ok := opResponse["operationType"].(string)
if !ok || operationType != "CREATE_DATABASE" {
return "", false
}
targetLink, ok := opResponse["targetLink"].(string)
if !ok {
return "", false
}
r := regexp.MustCompile(`/projects/([^/]+)/instances/([^/]+)/databases/([^/]+)`)
matches := r.FindStringSubmatch(targetLink)
if len(matches) < 4 {
return "", false
}
project := matches[1]
instance := matches[2]
database := matches[3]
instanceData, err := t.fetchInstanceData(context.Background(), source, project, instance)
if err != nil {
fmt.Printf("error fetching instance data: %v\n", err)
return "", false
}
region, ok := instanceData["region"].(string)
if !ok {
return "", false
}
databaseVersion, ok := instanceData["databaseVersion"].(string)
if !ok {
return "", false
}
var dbType string
if strings.Contains(databaseVersion, "POSTGRES") {
dbType = "postgres"
} else if strings.Contains(databaseVersion, "MYSQL") {
dbType = "mysql"
} else if strings.Contains(databaseVersion, "SQLSERVER") {
dbType = "mssql"
} else {
return "", false
}
tmpl, err := template.New("cloud-sql-connection").Parse(cloudSQLConnectionMessageTemplate)
if err != nil {
return fmt.Sprintf("template parsing error: %v", err), false
}
data := struct {
Project string
Region string
Instance string
DBType string
DBTypeUpper string
Database string
}{
Project: project,
Region: region,
Instance: instance,
DBType: dbType,
DBTypeUpper: strings.ToUpper(dbType),
Database: database,
}
var b strings.Builder
if err := tmpl.Execute(&b, data); err != nil {
return fmt.Sprintf("template execution error: %v", err), false
}
return b.String(), true
}
func (t Tool) fetchInstanceData(ctx context.Context, source compatibleSource, project, instance string) (map[string]any, error) {
service, err := source.GetService(ctx, "")
if err != nil {
return nil, err
}
resp, err := service.Instances.Get(project, instance).Do()
if err != nil {
return nil, fmt.Errorf("error getting instance: %w", err)
}
var data map[string]any
var b []byte
b, err = resp.MarshalJSON()
if err != nil {
return nil, fmt.Errorf("error marshalling response: %w", err)
}
if err := json.Unmarshal(b, &data); err != nil {
return nil, fmt.Errorf("error unmarshalling response body: %w", err)
}
return data, nil
}
func (t Tool) GetAuthTokenHeaderName(resourceMgr tools.SourceProvider) (string, error) {
return "Authorization", nil
}

26
internal/tools/cloudsqlmssql/cloudsqlmssqlcreateinstance/cloudsqlmssqlcreateinstance.go
View File

@@ -23,7 +23,7 @@ import (
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
sqladmin "google.golang.org/api/sqladmin/v1"
"google.golang.org/api/sqladmin/v1"
)
const kind string = "cloud-sql-mssql-create-instance"
@@ -44,8 +44,8 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
GetDefaultProject() string
GetService(context.Context, string) (*sqladmin.Service, error)
UseClientAuthorization() bool
CreateInstance(context.Context, string, string, string, string, sqladmin.Settings, string) (any, error)
}
// Config defines the configuration for the create-instances tool.
@@ -148,7 +148,6 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
if !ok {
return nil, fmt.Errorf("error casting 'editionPreset' parameter: %s", paramsMap["editionPreset"])
}
settings := sqladmin.Settings{}
switch strings.ToLower(editionPreset) {
case "production":
@@ -166,26 +165,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
default:
return nil, fmt.Errorf("invalid 'editionPreset': %q. Must be either 'Production' or 'Development'", editionPreset)
}
instance := sqladmin.DatabaseInstance{
Name: name,
DatabaseVersion: dbVersion,
RootPassword: rootPassword,
Settings: &settings,
Project: project,
}
service, err := source.GetService(ctx, string(accessToken))
if err != nil {
return nil, err
}
resp, err := service.Instances.Insert(project, &instance).Do()
if err != nil {
return nil, fmt.Errorf("error creating instance: %w", err)
}
return resp, nil
return source.CreateInstance(ctx, project, name, dbVersion, rootPassword, settings, string(accessToken))
}
// ParseParams parses the parameters for the tool.

22
internal/tools/cloudsqlmysql/cloudsqlmysqlcreateinstance/cloudsqlmysqlcreateinstance.go
View File

@@ -44,8 +44,8 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
GetDefaultProject() string
GetService(context.Context, string) (*sqladmin.Service, error)
UseClientAuthorization() bool
CreateInstance(context.Context, string, string, string, string, sqladmin.Settings, string) (any, error)
}
// Config defines the configuration for the create-instances tool.
@@ -167,25 +167,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
return nil, fmt.Errorf("invalid 'editionPreset': %q. Must be either 'Production' or 'Development'", editionPreset)
}
instance := sqladmin.DatabaseInstance{
Name: name,
DatabaseVersion: dbVersion,
RootPassword: rootPassword,
Settings: &settings,
Project: project,
}
service, err := source.GetService(ctx, string(accessToken))
if err != nil {
return nil, err
}
resp, err := service.Instances.Insert(project, &instance).Do()
if err != nil {
return nil, fmt.Errorf("error creating instance: %w", err)
}
return resp, nil
return source.CreateInstance(ctx, project, name, dbVersion, rootPassword, settings, string(accessToken))
}
// ParseParams parses the parameters for the tool.

23
internal/tools/cloudsqlpg/cloudsqlpgcreateinstances/cloudsqlpgcreateinstances.go
View File

@@ -44,8 +44,8 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
GetDefaultProject() string
GetService(context.Context, string) (*sqladmin.Service, error)
UseClientAuthorization() bool
CreateInstance(context.Context, string, string, string, string, sqladmin.Settings, string) (any, error)
}
// Config defines the configuration for the create-instances tool.
@@ -166,26 +166,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
default:
return nil, fmt.Errorf("invalid 'editionPreset': %q. Must be either 'Production' or 'Development'", editionPreset)
}
instance := sqladmin.DatabaseInstance{
Name: name,
DatabaseVersion: dbVersion,
RootPassword: rootPassword,
Settings: &settings,
Project: project,
}
service, err := source.GetService(ctx, string(accessToken))
if err != nil {
return nil, err
}
resp, err := service.Instances.Insert(project, &instance).Do()
if err != nil {
return nil, fmt.Errorf("error creating instance: %w", err)
}
return resp, nil
return source.CreateInstance(ctx, project, name, dbVersion, rootPassword, settings, string(accessToken))
}
// ParseParams parses the parameters for the tool.

22
internal/tools/couchbase/couchbase.go
View File

@@ -16,7 +16,6 @@ package couchbase
import (
"context"
"encoding/json"
"fmt"
"github.com/couchbase/gocb/v2"
@@ -44,7 +43,7 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
CouchbaseScope() *gocb.Scope
CouchbaseQueryScanConsistency() uint
RunSQL(string, parameters.ParamValues) (any, error)
}
type Config struct {
@@ -112,24 +111,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
if err != nil {
return nil, fmt.Errorf("unable to extract standard params %w", err)
}
results, err := source.CouchbaseScope().Query(newStatement, &gocb.QueryOptions{
ScanConsistency: gocb.QueryScanConsistency(source.CouchbaseQueryScanConsistency()),
NamedParameters: newParams.AsMap(),
})
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
var out []any
for results.Next() {
var result json.RawMessage
err := results.Row(&result)
if err != nil {
return nil, fmt.Errorf("error processing row: %w", err)
}
out = append(out, result)
}
return out, nil
return source.RunSQL(newStatement, newParams)
}
func (t Tool) ParseParams(data map[string]any, claimsMap map[string]map[string]any) (parameters.ParamValues, error) {

24
internal/tools/dgraph/dgraph.go
View File

@@ -16,7 +16,6 @@ package dgraph
import (
"context"
"encoding/json"
"fmt"
yaml "github.com/goccy/go-yaml"
@@ -44,6 +43,7 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
DgraphClient() *dgraph.DgraphClient
RunSQL(string, parameters.ParamValues, bool, string) (any, error)
}
type Config struct {
@@ -95,27 +95,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
if err != nil {
return nil, err
}
paramsMap := params.AsMapWithDollarPrefix()
resp, err := source.DgraphClient().ExecuteQuery(t.Statement, paramsMap, t.IsQuery, t.Timeout)
if err != nil {
return nil, err
}
if err := dgraph.CheckError(resp); err != nil {
return nil, err
}
var result struct {
Data map[string]interface{} `json:"data"`
}
if err := json.Unmarshal(resp, &result); err != nil {
return nil, fmt.Errorf("error parsing JSON: %v", err)
}
return result.Data, nil
return source.RunSQL(t.Statement, params, t.IsQuery, t.Timeout)
}
func (t Tool) ParseParams(data map[string]any, claimsMap map[string]map[string]any) (parameters.ParamValues, error) {

92
internal/tools/elasticsearch/elasticsearchesql/elasticsearchesql.go
View File

@@ -15,14 +15,10 @@
package elasticsearchesql
import (
"bytes"
"context"
"encoding/json"
"fmt"
"time"
"github.com/elastic/go-elasticsearch/v9/esapi"
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
"github.com/goccy/go-yaml"
@@ -41,6 +37,7 @@ func init() {
type compatibleSource interface {
ElasticsearchClient() es.EsClient
RunSQL(ctx context.Context, format, query string, params []map[string]any) (any, error)
}
type Config struct {
@@ -91,16 +88,6 @@ func (t Tool) ToConfig() tools.ToolConfig {
return t.Config
}
type esqlColumn struct {
Name string `json:"name"`
Type string `json:"type"`
}
type esqlResult struct {
Columns []esqlColumn `json:"columns"`
Values [][]any `json:"values"`
}
func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, params parameters.ParamValues, accessToken tools.AccessToken) (any, error) {
source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Kind)
if err != nil {
@@ -116,20 +103,13 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
defer cancel()
}
bodyStruct := struct {
Query string `json:"query"`
Params []map[string]any `json:"params,omitempty"`
}{
Query: t.Query,
Params: make([]map[string]any, 0, len(params)),
}
query := t.Query
sqlParams := make([]map[string]any, 0, len(params))
paramMap := params.AsMap()
// If a query is provided in the params and not already set in the tool, use it.
if query, ok := paramMap["query"]; ok {
if str, ok := query.(string); ok && bodyStruct.Query == "" {
bodyStruct.Query = str
if queryVal, ok := paramMap["query"]; ok {
if str, ok := queryVal.(string); ok && t.Query == "" {
query = str
}
// Drop the query param if not a string or if the tool already has a query.
@@ -140,65 +120,9 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
if param.GetType() == "array" {
return nil, fmt.Errorf("array parameters are not supported yet")
}
bodyStruct.Params = append(bodyStruct.Params, map[string]any{param.GetName(): paramMap[param.GetName()]})
sqlParams = append(sqlParams, map[string]any{param.GetName(): paramMap[param.GetName()]})
}
body, err := json.Marshal(bodyStruct)
if err != nil {
return nil, fmt.Errorf("failed to marshal query body: %w", err)
}
res, err := esapi.EsqlQueryRequest{
Body: bytes.NewReader(body),
Format: t.Format,
FilterPath: []string{"columns", "values"},
Instrument: source.ElasticsearchClient().InstrumentationEnabled(),
}.Do(ctx, source.ElasticsearchClient())
if err != nil {
return nil, err
}
defer res.Body.Close()
if res.IsError() {
// Try to extract error message from response
var esErr json.RawMessage
err = util.DecodeJSON(res.Body, &esErr)
if err != nil {
return nil, fmt.Errorf("elasticsearch error: status %s", res.Status())
}
return esErr, nil
}
var result esqlResult
err = util.DecodeJSON(res.Body, &result)
if err != nil {
return nil, fmt.Errorf("failed to decode response body: %w", err)
}
output := t.esqlToMap(result)
return output, nil
}
// esqlToMap converts the esqlResult to a slice of maps.
func (t Tool) esqlToMap(result esqlResult) []map[string]any {
output := make([]map[string]any, 0, len(result.Values))
for _, value := range result.Values {
row := make(map[string]any)
if value == nil {
output = append(output, row)
continue
}
for i, col := range result.Columns {
if i < len(value) {
row[col.Name] = value[i]
} else {
row[col.Name] = nil
}
}
output = append(output, row)
}
return output
return source.RunSQL(ctx, t.Format, query, sqlParams)
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

154
internal/tools/elasticsearch/elasticsearchesql/elasticsearchesql_test.go
View File

@@ -15,7 +15,6 @@
package elasticsearchesql
import (
"reflect"
"testing"
"github.com/goccy/go-yaml"
@@ -106,156 +105,3 @@ func TestParseFromYamlElasticsearchEsql(t *testing.T) {
})
}
}
func TestTool_esqlToMap(t1 *testing.T) {
tests := []struct {
name string
result esqlResult
want []map[string]any
}{
{
name: "simple case with two rows",
result: esqlResult{
Columns: []esqlColumn{
{Name: "first_name", Type: "text"},
{Name: "last_name", Type: "text"},
},
Values: [][]any{
{"John", "Doe"},
{"Jane", "Smith"},
},
},
want: []map[string]any{
{"first_name": "John", "last_name": "Doe"},
{"first_name": "Jane", "last_name": "Smith"},
},
},
{
name: "different data types",
result: esqlResult{
Columns: []esqlColumn{
{Name: "id", Type: "integer"},
{Name: "active", Type: "boolean"},
{Name: "score", Type: "float"},
},
Values: [][]any{
{1, true, 95.5},
{2, false, 88.0},
},
},
want: []map[string]any{
{"id": 1, "active": true, "score": 95.5},
{"id": 2, "active": false, "score": 88.0},
},
},
{
name: "no rows",
result: esqlResult{
Columns: []esqlColumn{
{Name: "id", Type: "integer"},
{Name: "name", Type: "text"},
},
Values: [][]any{},
},
want: []map[string]any{},
},
{
name: "null values",
result: esqlResult{
Columns: []esqlColumn{
{Name: "id", Type: "integer"},
{Name: "name", Type: "text"},
},
Values: [][]any{
{1, nil},
{2, "Alice"},
},
},
want: []map[string]any{
{"id": 1, "name": nil},
{"id": 2, "name": "Alice"},
},
},
{
name: "missing values in a row",
result: esqlResult{
Columns: []esqlColumn{
{Name: "id", Type: "integer"},
{Name: "name", Type: "text"},
{Name: "age", Type: "integer"},
},
Values: [][]any{
{1, "Bob"},
{2, "Charlie", 30},
},
},
want: []map[string]any{
{"id": 1, "name": "Bob", "age": nil},
{"id": 2, "name": "Charlie", "age": 30},
},
},
{
name: "all null row",
result: esqlResult{
Columns: []esqlColumn{
{Name: "id", Type: "integer"},
{Name: "name", Type: "text"},
},
Values: [][]any{
nil,
},
},
want: []map[string]any{
{},
},
},
{
name: "empty columns",
result: esqlResult{
Columns: []esqlColumn{},
Values: [][]any{
{},
{},
},
},
want: []map[string]any{
{},
{},
},
},
{
name: "more values than columns",
result: esqlResult{
Columns: []esqlColumn{
{Name: "id", Type: "integer"},
},
Values: [][]any{
{1, "extra"},
},
},
want: []map[string]any{
{"id": 1},
},
},
{
name: "no columns but with values",
result: esqlResult{
Columns: []esqlColumn{},
Values: [][]any{
{1, "data"},
},
},
want: []map[string]any{
{},
},
},
}
for _, tt := range tests {
t1.Run(tt.name, func(t1 *testing.T) {
t := Tool{}
if got := t.esqlToMap(tt.result); !reflect.DeepEqual(got, tt.want) {
t1.Errorf("esqlToMap() = %v, want %v", got, tt.want)
}
})
}
}

45
internal/tools/firebird/firebirdexecutesql/firebirdexecutesql.go
View File

@@ -44,6 +44,7 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
FirebirdDB() *sql.DB
RunSQL(context.Context, string, []any) (any, error)
}
type Config struct {
@@ -106,49 +107,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
return nil, fmt.Errorf("error getting logger: %s", err)
}
logger.DebugContext(ctx, fmt.Sprintf("executing `%s` tool query: %s", kind, sql))
rows, err := source.FirebirdDB().QueryContext(ctx, sql)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer rows.Close()
cols, err := rows.Columns()
var out []any
if err == nil && len(cols) > 0 {
values := make([]any, len(cols))
scanArgs := make([]any, len(values))
for i := range values {
scanArgs[i] = &values[i]
}
for rows.Next() {
err = rows.Scan(scanArgs...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
vMap := make(map[string]any)
for i, colName := range cols {
if b, ok := values[i].([]byte); ok {
vMap[colName] = string(b)
} else {
vMap[colName] = values[i]
}
}
out = append(out, vMap)
}
}
if err := rows.Err(); err != nil {
return nil, fmt.Errorf("error iterating rows: %w", err)
}
// In most cases, DML/DDL statements like INSERT, UPDATE, CREATE, etc. might return no rows
// However, it is also possible that this was a query that was expected to return rows
// but returned none, a case that we cannot distinguish here.
return out, nil
return source.RunSQL(ctx, sql, nil)
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

47
internal/tools/firebird/firebirdsql/firebirdsql.go
View File

@@ -44,6 +44,7 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
FirebirdDB() *sql.DB
RunSQL(context.Context, string, []any) (any, error)
}
type Config struct {
@@ -125,51 +126,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
namedArgs = append(namedArgs, value)
}
}
rows, err := source.FirebirdDB().QueryContext(ctx, statement, namedArgs...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer rows.Close()
cols, err := rows.Columns()
if err != nil {
return nil, fmt.Errorf("unable to get columns: %w", err)
}
values := make([]any, len(cols))
scanArgs := make([]any, len(values))
for i := range values {
scanArgs[i] = &values[i]
}
var out []any
for rows.Next() {
err = rows.Scan(scanArgs...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
vMap := make(map[string]any)
for i, col := range cols {
if b, ok := values[i].([]byte); ok {
vMap[col] = string(b)
} else {
vMap[col] = values[i]
}
}
out = append(out, vMap)
}
if err := rows.Err(); err != nil {
return nil, fmt.Errorf("error iterating rows: %w", err)
}
// In most cases, DML/DDL statements like INSERT, UPDATE, CREATE, etc. might return no rows
// However, it is also possible that this was a query that was expected to return rows
// but returned none, a case that we cannot distinguish here.
return out, nil
return source.RunSQL(ctx, statement, namedArgs)
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

54
internal/tools/mindsdb/mindsdbexecutesql/mindsdbexecutesql.go
View File

@@ -22,7 +22,6 @@ import (
yaml "github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools"
"github.com/googleapis/genai-toolbox/internal/tools/mysql/mysqlcommon"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
)
@@ -44,6 +43,7 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
MindsDBPool() *sql.DB
RunSQL(context.Context, string, []any) (any, error)
}
type Config struct {
@@ -108,57 +108,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
return nil, fmt.Errorf("unable to get cast %s", paramsMap["sql"])
}
results, err := source.MindsDBPool().QueryContext(ctx, sql)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer results.Close()
cols, err := results.Columns()
if err != nil {
return nil, fmt.Errorf("unable to retrieve rows column name: %w", err)
}
// create an array of values for each column, which can be re-used to scan each row
rawValues := make([]any, len(cols))
values := make([]any, len(cols))
for i := range rawValues {
values[i] = &rawValues[i]
}
colTypes, err := results.ColumnTypes()
if err != nil {
return nil, fmt.Errorf("unable to get column types: %w", err)
}
var out []any
for results.Next() {
err := results.Scan(values...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
vMap := make(map[string]any)
for i, name := range cols {
val := rawValues[i]
if val == nil {
vMap[name] = nil
continue
}
// MindsDB uses mysql driver
vMap[name], err = mysqlcommon.ConvertToType(colTypes[i], val)
if err != nil {
return nil, fmt.Errorf("errors encountered when converting values: %w", err)
}
}
out = append(out, vMap)
}
if err := results.Err(); err != nil {
return nil, fmt.Errorf("errors encountered during row iteration: %w", err)
}
return out, nil
return source.RunSQL(ctx, sql, nil)
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

56
internal/tools/mindsdb/mindsdbsql/mindsdbsql.go
View File

@@ -22,7 +22,6 @@ import (
yaml "github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools"
"github.com/googleapis/genai-toolbox/internal/tools/mysql/mysqlcommon"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
)
@@ -44,6 +43,7 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
MindsDBPool() *sql.DB
RunSQL(context.Context, string, []any) (any, error)
}
type Config struct {
@@ -116,59 +116,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
}
sliceParams := newParams.AsSlice()
// MindsDB now supports MySQL prepared statements natively
results, err := source.MindsDBPool().QueryContext(ctx, newStatement, sliceParams...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
cols, err := results.Columns()
if err != nil {
return nil, fmt.Errorf("unable to retrieve rows column name: %w", err)
}
// create an array of values for each column, which can be re-used to scan each row
rawValues := make([]any, len(cols))
values := make([]any, len(cols))
for i := range rawValues {
values[i] = &rawValues[i]
}
defer results.Close()
colTypes, err := results.ColumnTypes()
if err != nil {
return nil, fmt.Errorf("unable to get column types: %w", err)
}
var out []any
for results.Next() {
err := results.Scan(values...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
vMap := make(map[string]any)
for i, name := range cols {
val := rawValues[i]
if val == nil {
vMap[name] = nil
continue
}
// MindsDB uses mysql driver
vMap[name], err = mysqlcommon.ConvertToType(colTypes[i], val)
if err != nil {
return nil, fmt.Errorf("errors encountered when converting values: %w", err)
}
}
out = append(out, vMap)
}
if err := results.Err(); err != nil {
return nil, fmt.Errorf("errors encountered during row iteration: %w", err)
}
return out, nil
return source.RunSQL(ctx, newStatement, sliceParams)
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

44
internal/tools/mssql/mssqlexecutesql/mssqlexecutesql.go
View File

@@ -23,7 +23,6 @@ import (
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools"
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/googleapis/genai-toolbox/internal/util/orderedmap"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
)
@@ -45,6 +44,7 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
MSSQLDB() *sql.DB
RunSQL(context.Context, string, []any) (any, error)
}
type Config struct {
@@ -106,47 +106,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
return nil, fmt.Errorf("error getting logger: %s", err)
}
logger.DebugContext(ctx, fmt.Sprintf("executing `%s` tool query: %s", kind, sql))
results, err := source.MSSQLDB().QueryContext(ctx, sql)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer results.Close()
cols, err := results.Columns()
// If Columns() errors, it might be a DDL/DML without an OUTPUT clause.
// We proceed, and results.Err() will catch actual query execution errors.
// 'out' will remain nil if cols is empty or err is not nil here.
var out []any
if err == nil && len(cols) > 0 {
// create an array of values for each column, which can be re-used to scan each row
rawValues := make([]any, len(cols))
values := make([]any, len(cols))
for i := range rawValues {
values[i] = &rawValues[i]
}
for results.Next() {
scanErr := results.Scan(values...)
if scanErr != nil {
return nil, fmt.Errorf("unable to parse row: %w", scanErr)
}
row := orderedmap.Row{}
for i, name := range cols {
row.Add(name, rawValues[i])
}
out = append(out, row)
}
}
// Check for errors from iterating over rows or from the query execution itself.
// results.Close() is handled by defer.
if err := results.Err(); err != nil {
return nil, fmt.Errorf("errors encountered during query execution or row processing: %w", err)
}
return out, nil
return source.RunSQL(ctx, sql, nil)
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

43
internal/tools/mssql/mssqllisttables/mssqllisttables.go
View File

@@ -292,6 +292,7 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
MSSQLDB() *sql.DB
RunSQL(context.Context, string, []any) (any, error)
}
type Config struct {
@@ -354,44 +355,16 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
sql.Named("table_names", paramsMap["table_names"]),
sql.Named("output_format", outputFormat),
}
rows, err := source.MSSQLDB().QueryContext(ctx, listTablesStatement, namedArgs...)
resp, err := source.RunSQL(ctx, listTablesStatement, namedArgs)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
return nil, err
}
defer rows.Close()
cols, err := rows.Columns()
if err != nil {
return nil, fmt.Errorf("unable to fetch column names: %w", err)
// if there's no results, return empty list instead of null
resSlice, ok := resp.([]any)
if !ok || len(resSlice) == 0 {
return []any{}, nil
}
// create an array of values for each column, which can be re-used to scan each row
rawValues := make([]any, len(cols))
values := make([]any, len(cols))
for i := range rawValues {
values[i] = &rawValues[i]
}
out := []any{}
for rows.Next() {
err = rows.Scan(values...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
vMap := make(map[string]any)
for i, name := range cols {
vMap[name] = rawValues[i]
}
out = append(out, vMap)
}
// Check if error occurred during iteration
if err := rows.Err(); err != nil {
return nil, fmt.Errorf("errors encountered during row iteration: %w", err)
}
return out, nil
return resp, err
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

43
internal/tools/mssql/mssqlsql/mssqlsql.go
View File

@@ -44,6 +44,7 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
MSSQLDB() *sql.DB
RunSQL(context.Context, string, []any) (any, error)
}
type Config struct {
@@ -121,47 +122,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
namedArgs = append(namedArgs, value)
}
}
rows, err := source.MSSQLDB().QueryContext(ctx, newStatement, namedArgs...)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
cols, err := rows.Columns()
if err != nil {
return nil, fmt.Errorf("unable to fetch column types: %w", err)
}
// create an array of values for each column, which can be re-used to scan each row
rawValues := make([]any, len(cols))
values := make([]any, len(cols))
for i := range rawValues {
values[i] = &rawValues[i]
}
var out []any
for rows.Next() {
err = rows.Scan(values...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
vMap := make(map[string]any)
for i, name := range cols {
vMap[name] = rawValues[i]
}
out = append(out, vMap)
}
err = rows.Close()
if err != nil {
return nil, fmt.Errorf("unable to close rows: %w", err)
}
// Check if error occurred during iteration
if err := rows.Err(); err != nil {
return nil, err
}
return out, nil
return source.RunSQL(ctx, newStatement, namedArgs)
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

56
internal/tools/mysql/mysqlexecutesql/mysqlexecutesql.go
View File

@@ -22,9 +22,7 @@ import (
yaml "github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools"
"github.com/googleapis/genai-toolbox/internal/tools/mysql/mysqlcommon"
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/googleapis/genai-toolbox/internal/util/orderedmap"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
)
@@ -46,6 +44,7 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
MySQLPool() *sql.DB
RunSQL(context.Context, string, []any) (any, error)
}
type Config struct {
@@ -107,58 +106,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
return nil, fmt.Errorf("error getting logger: %s", err)
}
logger.DebugContext(ctx, fmt.Sprintf("executing `%s` tool query: %s", kind, sql))
results, err := source.MySQLPool().QueryContext(ctx, sql)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer results.Close()
cols, err := results.Columns()
if err != nil {
return nil, fmt.Errorf("unable to retrieve rows column name: %w", err)
}
// create an array of values for each column, which can be re-used to scan each row
rawValues := make([]any, len(cols))
values := make([]any, len(cols))
for i := range rawValues {
values[i] = &rawValues[i]
}
colTypes, err := results.ColumnTypes()
if err != nil {
return nil, fmt.Errorf("unable to get column types: %w", err)
}
var out []any
for results.Next() {
err := results.Scan(values...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
row := orderedmap.Row{}
for i, name := range cols {
val := rawValues[i]
if val == nil {
row.Add(name, nil)
continue
}
convertedValue, err := mysqlcommon.ConvertToType(colTypes[i], val)
if err != nil {
return nil, fmt.Errorf("errors encountered when converting values: %w", err)
}
row.Add(name, convertedValue)
}
out = append(out, row)
}
if err := results.Err(); err != nil {
return nil, fmt.Errorf("errors encountered during row iteration: %w", err)
}
return out, nil
return source.RunSQL(ctx, sql, nil)
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

31
internal/tools/mysql/mysqlgetqueryplan/mysqlgetqueryplan.go
View File

@@ -24,6 +24,7 @@ import (
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools"
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/googleapis/genai-toolbox/internal/util/orderedmap"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
)
@@ -45,6 +46,7 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
MySQLPool() *sql.DB
RunSQL(context.Context, string, []any) (any, error)
}
type Config struct {
@@ -108,30 +110,27 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
logger.DebugContext(ctx, fmt.Sprintf("executing `%s` tool query: %s", kind, sql))
query := fmt.Sprintf("EXPLAIN FORMAT=JSON %s", sql)
results, err := source.MySQLPool().QueryContext(ctx, query)
result, err := source.RunSQL(ctx, query, nil)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
return nil, err
}
defer results.Close()
var plan string
if results.Next() {
if err := results.Scan(&plan); err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
} else {
// extract and return only the query plan object
resSlice, ok := result.([]any)
if !ok || len(resSlice) == 0 {
return nil, fmt.Errorf("no query plan returned")
}
if err := results.Err(); err != nil {
return nil, fmt.Errorf("errors encountered during row iteration: %w", err)
row, ok := resSlice[0].(orderedmap.Row)
if !ok || len(row.Columns) == 0 {
return nil, fmt.Errorf("no query plan returned in row")
}
var out any
plan, ok := row.Columns[0].Value.(string)
if !ok {
return nil, fmt.Errorf("unable to convert plan object to string")
}
var out map[string]any
if err := json.Unmarshal([]byte(plan), &out); err != nil {
return nil, fmt.Errorf("failed to unmarshal query plan json: %w", err)
}
return out, nil
}

57
internal/tools/mysql/mysqllistactivequeries/mysqllistactivequeries.go
View File

@@ -24,7 +24,6 @@ import (
"github.com/googleapis/genai-toolbox/internal/sources/cloudsqlmysql"
"github.com/googleapis/genai-toolbox/internal/sources/mysql"
"github.com/googleapis/genai-toolbox/internal/tools"
"github.com/googleapis/genai-toolbox/internal/tools/mysql/mysqlcommon"
"github.com/googleapis/genai-toolbox/internal/util"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
)
@@ -109,6 +108,7 @@ func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.T
type compatibleSource interface {
MySQLPool() *sql.DB
RunSQL(context.Context, string, []any) (any, error)
}
type Config struct {
@@ -146,14 +146,13 @@ func (cfg Config) Initialize(srcs map[string]sources.Source) (tools.Tool, error)
var statement string
sourceKind := rawS.SourceKind()
switch sourceKind {
case mysql.SourceKind:
statement = listActiveQueriesStatementMySQL
case cloudsqlmysql.SourceKind:
statement = listActiveQueriesStatementCloudSQLMySQL
default:
return nil, fmt.Errorf("unsupported source kind kind: %q", sourceKind)
return nil, fmt.Errorf("unsupported source kind: %s", cfg.Source)
}
// finish tool setup
t := Tool{
@@ -200,57 +199,7 @@ func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, para
return nil, fmt.Errorf("error getting logger: %s", err)
}
logger.DebugContext(ctx, fmt.Sprintf("executing `%s` tool query: %s", kind, t.statement))
results, err := source.MySQLPool().QueryContext(ctx, t.statement, duration, duration, limit)
if err != nil {
return nil, fmt.Errorf("unable to execute query: %w", err)
}
defer results.Close()
cols, err := results.Columns()
if err != nil {
return nil, fmt.Errorf("unable to retrieve rows column name: %w", err)
}
// create an array of values for each column, which can be re-used to scan each row
rawValues := make([]any, len(cols))
values := make([]any, len(cols))
for i := range rawValues {
values[i] = &rawValues[i]
}
colTypes, err := results.ColumnTypes()
if err != nil {
return nil, fmt.Errorf("unable to get column types: %w", err)
}
var out []any
for results.Next() {
err := results.Scan(values...)
if err != nil {
return nil, fmt.Errorf("unable to parse row: %w", err)
}
vMap := make(map[string]any)
for i, name := range cols {
val := rawValues[i]
if val == nil {
vMap[name] = nil
continue
}
vMap[name], err = mysqlcommon.ConvertToType(colTypes[i], val)
if err != nil {
return nil, fmt.Errorf("errors encountered when converting values: %w", err)
}
}
out = append(out, vMap)
}
if err := results.Err(); err != nil {
return nil, fmt.Errorf("errors encountered during row iteration: %w", err)
}
return out, nil
return source.RunSQL(ctx, t.statement, []any{duration, duration, limit})
}
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {

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