# datasette-graphql
[](https://pypi.org/project/datasette-graphql/)
[](https://github.com/simonw/datasette-graphql/releases)
[](https://github.com/simonw/datasette-graphql/actions?query=workflow%3ATest)
[](https://github.com/simonw/datasette-graphql/blob/main/LICENSE)
**Datasette plugin providing an automatic GraphQL API for your SQLite databases**
Read more about this project: [GraphQL in Datasette with the new datasette-graphql plugin](https://simonwillison.net/2020/Aug/7/datasette-graphql/)
Try out a live demo at [datasette-graphql-demo.datasette.io/graphql](https://datasette-graphql-demo.datasette.io/graphql?query=%7B%0A%20%20repos(first%3A10%2C%20search%3A%20%22sql%22%2C%20sort_desc%3A%20created_at)%20%7B%0A%20%20%20%20totalCount%0A%20%20%20%20pageInfo%20%7B%0A%20%20%20%20%20%20endCursor%0A%20%20%20%20%20%20hasNextPage%0A%20%20%20%20%7D%0A%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20full_name%0A%20%20%20%20%20%20description_%0A%20%20%20%20%09stargazers_count%0A%20%20%20%20%20%20created_at%0A%20%20%20%20%20%20owner%20%7B%0A%20%20%20%20%20%20%20%20name%0A%20%20%20%20%20%20%20%20html_url%0A%20%20%20%20%20%20%7D%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)
<!-- toc -->
- [Installation](#installation)
- [Configuration](#configuration)
- [Usage](#usage)
* [Querying for tables and columns](#querying-for-tables-and-columns)
* [Fetching a single record](#fetching-a-single-record)
* [Accessing nested objects](#accessing-nested-objects)
* [Accessing related objects](#accessing-related-objects)
* [Filtering tables](#filtering-tables)
* [Sorting](#sorting)
* [Pagination](#pagination)
* [Search](#search)
* [Columns containing JSON strings](#columns-containing-json-strings)
* [Auto camelCase](#auto-camelcase)
* [CORS](#cors)
* [Execution limits](#execution-limits)
- [The graphql() template function](#the-graphql-template-function)
- [Adding custom fields with plugins](#adding-custom-fields-with-plugins)
- [Development](#development)
<!-- tocstop -->
## Installation
Install this plugin in the same environment as Datasette.
$ datasette install datasette-graphql
## Configuration
By default this plugin adds the GraphQL API at `/graphql`. You can configure a different path using the `path` plugin setting, for example by adding this to `metadata.json`:
```json
{
"plugins": {
"datasette-graphql": {
"path": "/-/graphql"
}
}
}
```
This will set the GraphQL API to live at `/-/graphql` instead.
## Usage
This plugin sets up `/graphql` as a GraphQL endpoint for the first attached database.
If you have multiple attached databases each will get its own endpoint at `/graphql/name_of_database`.
The automatically generated GraphQL schema is available at `/graphql/name_of_database.graphql` - here's [an example](https://datasette-graphql-demo.datasette.io/graphql/github.graphql).
### Querying for tables and columns
Individual tables (and SQL views) can be queried like this:
```graphql
{
repos {
nodes {
id
full_name
description_
}
}
}
```
[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20repos%20%7B%0A%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20id%0A%20%20%20%20%20%20full_name%0A%20%20%20%20%20%20description_%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)
In this example query the underlying database table is called `repos` and its columns include `id`, `full_name` and `description`. Since `description` is a reserved word the query needs to ask for `description_` instead.
### Fetching a single record
If you only want to fetch a single record - for example if you want to fetch a row by its primary key - you can use the `tablename_row` field:
```graphql
{
repos_row(id: 107914493) {
id
full_name
description_
}
}
```
[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20repos_row%28id%3A%20107914493%29%20%7B%0A%20%20%20%20id%0A%20%20%20%20full_name%0A%20%20%20%20description_%0A%20%20%7D%0A%7D%0A)
The `tablename_row` field accepts the primary key column (or columns) as arguments. It also supports the same `filter:`, `search:`, `sort:` and `sort_desc:` arguments as the `tablename` field, described below.
### Accessing nested objects
If a column is a foreign key to another table, you can request columns from the table pointed to by that foreign key using a nested query like this:
```graphql
{
repos {
nodes {
id
full_name
owner {
id
login
}
}
}
}
```
[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20repos%20%7B%0A%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20id%0A%20%20%20%20%20%20full_name%0A%20%20%20%20%20%20owner%20%7B%0A%20%20%20%20%20%20%20%20id%0A%20%20%20%20%20%20%20%20login%0A%20%20%20%20%20%20%7D%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)
### Accessing related objects
If another table has a foreign key back to the table you are accessing, you can fetch rows from that related table.
Consider a `users` table which is related to `repos` - a repo has a foreign key back to the user that owns the repository. The `users` object type will have a `repos_by_owner_list` field which can be used to access those related repos:
```graphql
{
users(first: 1, search: "simonw") {
nodes {
name
repos_by_owner_list(first: 5) {
totalCount
nodes {
full_name
}
}
}
}
}
```
[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20users%28first%3A%201%2C%20search%3A%20%22simonw%22%29%20%7B%0A%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20name%0A%20%20%20%20%20%20repos_by_owner_list%28first%3A%205%29%20%7B%0A%20%20%20%20%20%20%20%20totalCount%0A%20%20%20%20%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20%20%20%20%20full_name%0A%20%20%20%20%20%20%20%20%7D%0A%20%20%20%20%20%20%7D%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)
### Filtering tables
You can filter the rows returned for a specific table using the `filter:` argument. This accepts a filter object mapping columns to operations. For example, to return just repositories with the Apache 2 license and more than 10 stars:
```graphql
{
repos(filter: {license: {eq: "apache-2.0"}, stargazers_count: {gt: 10}}) {
nodes {
full_name
stargazers_count
license {
key
}
}
}
}
```
[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20repos%28filter%3A%20%7Blicense%3A%20%7Beq%3A%20%22apache-2.0%22%7D%2C%20stargazers_count%3A%20%7Bgt%3A%2010%7D%7D%29%20%7B%0A%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20full_name%0A%20%20%20%20%20%20stargazers_count%0A%20%20%20%20%20%20license%20%7B%0A%20%20%20%20%20%20%20%20key%0A%20%20%20%20%20%20%7D%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)
See [table filters examples](https://github.com/simonw/datasette-graphql/blob/main/examples/filters.md) for more operations, and [column filter arguments](https://docs.datasette.io/en/stable/json_api.html#column-filter-arguments) in the Datasette documentation for details of how those operations work.
These same filters can be used on nested relationships, like so:
```graphql
{
users_row(id: 9599) {
name
repos_by_owner_list(filter: {name: {startswith: "datasette-"}}) {
totalCount
nodes {
full_name
}
}
}
}
```
[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20users_row%28id%3A%209599%29%20%7B%0A%20%20%20%20name%0A%20%20%20%20repos_by_owner_list%28filter%3A%20%7Bname%3A%20%7Bstartswith%3A%20%22datasette-%22%7D%7D%29%20%7B%0A%20%20%20%20%20%20totalCount%0A%20%20%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20%20%20full_name%0A%20%20%20%20%20%20%7D%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)
The `where:` argument can be used as an alternative to `filter:` when the thing you are expressing is too complex to be modeled using a filter expression. It accepts a string fragment of SQL that will be included in the `WHERE` clause of the SQL query.
```graphql
{
repos(where: "name='sqlite-utils' or name like 'datasette-%'") {
totalCount
nodes {
full_name
}
}
}
```
[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20repos%28where%3A%20%22name%3D%27sqlite-utils%27%20or%20name%20like%20%27datasette-%25%27%22%29%20%7B%0A%20%20%20%20totalCount%0A%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20full_name%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)
### Sorting
You can set a sort order for results from a table using the `sort:` or `sort_desc:` arguments. The value for this argument should be the name of the column you wish to sort (or sort-descending) by.
```graphql
{
repos(sort_desc: stargazers_count) {
nodes {
full_name
stargazers_count
}
}
}
```
[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20repos%28sort_desc%3A%20stargazers_count%29%20%7B%0A%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20full_name%0A%20%20%20%20%20%20stargazers_count%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)
### Pagination
By default the first 10 rows will be returned. You can control this using the `first:` argument.
```graphql
{
repos(first: 20) {
totalCount
pageInfo {
hasNextPage
endCursor
}
nodes {
full_name
stargazers_count
license {
key
}
}
}
}
```
[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20repos%28first%3A%2020%29%20%7B%0A%20%20%20%20totalCount%0A%20%20%20%20pageInfo%20%7B%0A%20%20%20%20%20%20hasNextPage%0A%20%20%20%20%20%20endCursor%0A%20%20%20%20%7D%0A%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20full_name%0A%20%20%20%20%20%20stargazers_count%0A%20%20%20%20%20%20license%20%7B%0A%20%20%20%20%20%20%20%20key%0A%20%20%20%20%20%20%7D%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)
The `totalCount` field returns the total number of records that match the query.
Requesting the `pageInfo.endCursor` field provides you with the value you need to request the next page. You can pass this to the `after:` argument to request the next page.
```graphql
{
repos(first: 20, after: "134874019") {
totalCount
pageInfo {
hasNextPage
endCursor
}
nodes {
full_name
stargazers_count
license {
key
}
}
}
}
```
[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20repos%28first%3A%2020%2C%20after%3A%20%22134874019%22%29%20%7B%0A%20%20%20%20totalCount%0A%20%20%20%20pageInfo%20%7B%0A%20%20%20%20%20%20hasNextPage%0A%20%20%20%20%20%20endCursor%0A%20%20%20%20%7D%0A%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20full_name%0A%20%20%20%20%20%20stargazers_count%0A%20%20%20%20%20%20license%20%7B%0A%20%20%20%20%20%20%20%20key%0A%20%20%20%20%20%20%7D%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)
The `hasNextPage` field tells you if there are any more records.
### Search
If a table has been configured to use SQLite full-text search you can execute searches against it using the `search:` argument:
```graphql
{
repos(search: "datasette") {
totalCount
pageInfo {
hasNextPage
endCursor
}
nodes {
full_name
description_
}
}
}
```
[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20repos%28search%3A%20%22datasette%22%29%20%7B%0A%20%20%20%20totalCount%0A%20%20%20%20pageInfo%20%7B%0A%20%20%20%20%20%20hasNextPage%0A%20%20%20%20%20%20endCursor%0A%20%20%20%20%7D%0A%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20full_name%0A%20%20%20%20%20%20description_%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)
The [sqlite-utils](https://sqlite-utils.datasette.io/) Python library and CLI tool can be used to add full-text search to an existing database table.
### Columns containing JSON strings
If your table has a column that contains data encoded as JSON, `datasette-graphql` will make that column available as an encoded JSON string. Clients calling your API will need to parse the string as JSON in order to access the data.
You can return the data as a nested structure by configuring that column to be treated as a JSON column. The [plugin configuration](https://docs.datasette.io/en/stable/plugins.html#plugin-configuration) for that in `metadata.json` looks like this:
```json
{
"databases": {
"test": {
"tables": {
"repos": {
"plugins": {
"datasette-graphql": {
"json_columns": [
"tags"
]
}
}
}
}
}
}
}
```
### Auto camelCase
The names of your columns and tables default to being matched by their representations in GraphQL.
If you have tables with `names_like_this` you may want to work with them in GraphQL using `namesLikeThis`, for consistency with GraphQL and JavaScript conventions.
You can turn on automatic camelCase using the `"auto_camelcase"` plugin configuration setting in `metadata.json`, like this:
```json
{
"plugins": {
"datasette-graphql": {
"auto_camelcase": true
}
}
}
```
### CORS
This plugin obeys the `--cors` option passed to the `datasette` command-line tool. If you pass `--cors` it adds the following CORS HTTP headers to allow JavaScript running on other domains to access the GraphQL API:
access-control-allow-headers: content-type
access-control-allow-method: POST
access-control-allow-origin: *
### Execution limits
The plugin implements two limits by default:
- The total time spent executing all of the underlying SQL queries that make up the GraphQL execution must not exceed 1000ms (one second)
- The total number of SQL table queries executed as a result of nested GraphQL fields must not exceed 100
These limits can be customized using the `num_queries_limit` and `time_limit_ms` plugin configuration settings, for example in `metadata.json`:
```json
{
"plugins": {
"datasette-graphql": {
"num_queries_limit": 200,
"time_limit_ms": 5000
}
}
}
```
Setting these to `0` will disable the limit checks entirely.
## The graphql() template function
The plugin also makes a Jinja template function available called `graphql()`. You can use that function in your Datasette [custom templates](https://docs.datasette.io/en/stable/custom_templates.html#custom-templates) like so:
```html+jinja
{% set users = graphql("""
{
users {
nodes {
name
points
score
}
}
}
""")["users"] %}
{% for user in users.nodes %}
<p>{{ user.name }} - points: {{ user.points }}, score = {{ user.score }}</p>
{% endfor %}
```
The function executes a GraphQL query against the generated schema and returns the results. You can assign those results to a variable in your template and then loop through and display them.
By default the query will be run against the first attached database. You can use the optional second argument to the function to specify a different database - for example, to run against an attached `github.db` database you would do this:
```html+jinja
{% set user = graphql("""
{
users_row(id:9599) {
name
login
avatar_url
}
}
""", "github")["users_row"] %}
<h1>Hello, {{ user.name }}</h1>
```
You can use [GraphQL variables](https://graphql.org/learn/queries/#variables) in these template calls by passing them to the `variables=` argument:
```html+jinja
{% set user = graphql("""
query ($id: Int) {
users_row(id: $id) {
name
login
avatar_url
}
}
""", database="github", variables={"id": 9599})["users_row"] %}
<h1>Hello, {{ user.name }}</h1>
```
## Adding custom fields with plugins
`datasette-graphql` adds a new [plugin hook](https://docs.datasette.io/en/stable/writing_plugins.html) to Datasette which can be used to add custom fields to your GraphQL schema.
The plugin hook looks like this:
```python
@hookimpl
def graphql_extra_fields(datasette, database):
"A list of (name, field_type) tuples to include in the GraphQL schema"
```
You can use this hook to return a list of tuples describing additional fields that should be exposed in your schema. Each tuple should consist of a string naming the new field, plus a [Graphene Field object](https://docs.graphene-python.org/en/latest/types/objecttypes/) that specifies the schema and provides a `resolver` function.
This example implementation uses `pkg_resources` to return a list of currently installed Python packages:
```python
import graphene
from datasette import hookimpl
import pkg_resources
@hookimpl
def graphql_extra_fields():
class Package(graphene.ObjectType):
"An installed package"
name = graphene.String()
version = graphene.String()
def resolve_packages(root, info):
return [
{"name": d.project_name, "version": d.version}
for d in pkg_resources.working_set
]
return [
(
"packages",
graphene.Field(
graphene.List(Package),
description="List of installed packages",
resolver=resolve_packages,
),
),
]
```
With this plugin installed, the following GraphQL query can be used to retrieve a list of installed packages:
```graphql
{
packages {
name
version
}
}
```
## Development
To set up this plugin locally, first checkout the code. Then create a new virtual environment:
cd datasette-graphql
python3 -mvenv venv
source venv/bin/activate
Or if you are using `pipenv`:
pipenv shell
Now install the dependencies and tests:
pip install -e '.[test]'
To run the tests:
pytest
Raw data
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"name": "datasette-graphql",
"maintainer": "",
"docs_url": null,
"requires_python": "",
"maintainer_email": "",
"keywords": "",
"author": "Simon Willison",
"author_email": "",
"download_url": "https://files.pythonhosted.org/packages/28/c8/d78ac1243ab0eb3071af6b310c0f9c5a4ad8b52b0cd6406a4e31beb84d6c/datasette-graphql-2.2.tar.gz",
"platform": null,
"description": "# datasette-graphql\n\n[](https://pypi.org/project/datasette-graphql/)\n[](https://github.com/simonw/datasette-graphql/releases)\n[](https://github.com/simonw/datasette-graphql/actions?query=workflow%3ATest)\n[](https://github.com/simonw/datasette-graphql/blob/main/LICENSE)\n\n**Datasette plugin providing an automatic GraphQL API for your SQLite databases**\n\nRead more about this project: [GraphQL in Datasette with the new datasette-graphql plugin](https://simonwillison.net/2020/Aug/7/datasette-graphql/)\n\nTry out a live demo at [datasette-graphql-demo.datasette.io/graphql](https://datasette-graphql-demo.datasette.io/graphql?query=%7B%0A%20%20repos(first%3A10%2C%20search%3A%20%22sql%22%2C%20sort_desc%3A%20created_at)%20%7B%0A%20%20%20%20totalCount%0A%20%20%20%20pageInfo%20%7B%0A%20%20%20%20%20%20endCursor%0A%20%20%20%20%20%20hasNextPage%0A%20%20%20%20%7D%0A%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20full_name%0A%20%20%20%20%20%20description_%0A%20%20%20%20%09stargazers_count%0A%20%20%20%20%20%20created_at%0A%20%20%20%20%20%20owner%20%7B%0A%20%20%20%20%20%20%20%20name%0A%20%20%20%20%20%20%20%20html_url%0A%20%20%20%20%20%20%7D%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)\n\n<!-- toc -->\n\n- [Installation](#installation)\n- [Configuration](#configuration)\n- [Usage](#usage)\n * [Querying for tables and columns](#querying-for-tables-and-columns)\n * [Fetching a single record](#fetching-a-single-record)\n * [Accessing nested objects](#accessing-nested-objects)\n * [Accessing related objects](#accessing-related-objects)\n * [Filtering tables](#filtering-tables)\n * [Sorting](#sorting)\n * [Pagination](#pagination)\n * [Search](#search)\n * [Columns containing JSON strings](#columns-containing-json-strings)\n * [Auto camelCase](#auto-camelcase)\n * [CORS](#cors)\n * [Execution limits](#execution-limits)\n- [The graphql() template function](#the-graphql-template-function)\n- [Adding custom fields with plugins](#adding-custom-fields-with-plugins)\n- [Development](#development)\n\n<!-- tocstop -->\n\n\n\n## Installation\n\nInstall this plugin in the same environment as Datasette.\n\n $ datasette install datasette-graphql\n\n## Configuration\n\nBy default this plugin adds the GraphQL API at `/graphql`. You can configure a different path using the `path` plugin setting, for example by adding this to `metadata.json`:\n```json\n{\n \"plugins\": {\n \"datasette-graphql\": {\n \"path\": \"/-/graphql\"\n }\n }\n}\n```\nThis will set the GraphQL API to live at `/-/graphql` instead.\n\n## Usage\n\nThis plugin sets up `/graphql` as a GraphQL endpoint for the first attached database.\n\nIf you have multiple attached databases each will get its own endpoint at `/graphql/name_of_database`.\n\nThe automatically generated GraphQL schema is available at `/graphql/name_of_database.graphql` - here's [an example](https://datasette-graphql-demo.datasette.io/graphql/github.graphql).\n\n### Querying for tables and columns\n\nIndividual tables (and SQL views) can be queried like this:\n\n```graphql\n{\n repos {\n nodes {\n id\n full_name\n description_\n }\n }\n}\n```\n[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20repos%20%7B%0A%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20id%0A%20%20%20%20%20%20full_name%0A%20%20%20%20%20%20description_%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)\n\nIn this example query the underlying database table is called `repos` and its columns include `id`, `full_name` and `description`. Since `description` is a reserved word the query needs to ask for `description_` instead.\n\n### Fetching a single record\n\nIf you only want to fetch a single record - for example if you want to fetch a row by its primary key - you can use the `tablename_row` field:\n\n```graphql\n{\n repos_row(id: 107914493) {\n id\n full_name\n description_\n }\n}\n```\n[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20repos_row%28id%3A%20107914493%29%20%7B%0A%20%20%20%20id%0A%20%20%20%20full_name%0A%20%20%20%20description_%0A%20%20%7D%0A%7D%0A)\n\nThe `tablename_row` field accepts the primary key column (or columns) as arguments. It also supports the same `filter:`, `search:`, `sort:` and `sort_desc:` arguments as the `tablename` field, described below.\n\n### Accessing nested objects\n\nIf a column is a foreign key to another table, you can request columns from the table pointed to by that foreign key using a nested query like this:\n\n```graphql\n{\n repos {\n nodes {\n id\n full_name\n owner {\n id\n login\n }\n }\n }\n}\n```\n[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20repos%20%7B%0A%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20id%0A%20%20%20%20%20%20full_name%0A%20%20%20%20%20%20owner%20%7B%0A%20%20%20%20%20%20%20%20id%0A%20%20%20%20%20%20%20%20login%0A%20%20%20%20%20%20%7D%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)\n\n### Accessing related objects\n\nIf another table has a foreign key back to the table you are accessing, you can fetch rows from that related table.\n\nConsider a `users` table which is related to `repos` - a repo has a foreign key back to the user that owns the repository. The `users` object type will have a `repos_by_owner_list` field which can be used to access those related repos:\n\n```graphql\n{\n users(first: 1, search: \"simonw\") {\n nodes {\n name\n repos_by_owner_list(first: 5) {\n totalCount\n nodes {\n full_name\n }\n }\n }\n }\n}\n```\n[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20users%28first%3A%201%2C%20search%3A%20%22simonw%22%29%20%7B%0A%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20name%0A%20%20%20%20%20%20repos_by_owner_list%28first%3A%205%29%20%7B%0A%20%20%20%20%20%20%20%20totalCount%0A%20%20%20%20%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20%20%20%20%20full_name%0A%20%20%20%20%20%20%20%20%7D%0A%20%20%20%20%20%20%7D%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)\n\n\n### Filtering tables\n\nYou can filter the rows returned for a specific table using the `filter:` argument. This accepts a filter object mapping columns to operations. For example, to return just repositories with the Apache 2 license and more than 10 stars:\n\n```graphql\n{\n repos(filter: {license: {eq: \"apache-2.0\"}, stargazers_count: {gt: 10}}) {\n nodes {\n full_name\n stargazers_count\n license {\n key\n }\n }\n }\n}\n```\n[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20repos%28filter%3A%20%7Blicense%3A%20%7Beq%3A%20%22apache-2.0%22%7D%2C%20stargazers_count%3A%20%7Bgt%3A%2010%7D%7D%29%20%7B%0A%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20full_name%0A%20%20%20%20%20%20stargazers_count%0A%20%20%20%20%20%20license%20%7B%0A%20%20%20%20%20%20%20%20key%0A%20%20%20%20%20%20%7D%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)\n\nSee [table filters examples](https://github.com/simonw/datasette-graphql/blob/main/examples/filters.md) for more operations, and [column filter arguments](https://docs.datasette.io/en/stable/json_api.html#column-filter-arguments) in the Datasette documentation for details of how those operations work.\n\nThese same filters can be used on nested relationships, like so:\n\n```graphql\n{\n users_row(id: 9599) {\n name\n repos_by_owner_list(filter: {name: {startswith: \"datasette-\"}}) {\n totalCount\n nodes {\n full_name\n }\n }\n }\n}\n```\n[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20users_row%28id%3A%209599%29%20%7B%0A%20%20%20%20name%0A%20%20%20%20repos_by_owner_list%28filter%3A%20%7Bname%3A%20%7Bstartswith%3A%20%22datasette-%22%7D%7D%29%20%7B%0A%20%20%20%20%20%20totalCount%0A%20%20%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20%20%20full_name%0A%20%20%20%20%20%20%7D%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)\n\n\nThe `where:` argument can be used as an alternative to `filter:` when the thing you are expressing is too complex to be modeled using a filter expression. It accepts a string fragment of SQL that will be included in the `WHERE` clause of the SQL query.\n\n```graphql\n{\n repos(where: \"name='sqlite-utils' or name like 'datasette-%'\") {\n totalCount\n nodes {\n full_name\n }\n }\n}\n```\n[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20repos%28where%3A%20%22name%3D%27sqlite-utils%27%20or%20name%20like%20%27datasette-%25%27%22%29%20%7B%0A%20%20%20%20totalCount%0A%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20full_name%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)\n\n### Sorting\n\nYou can set a sort order for results from a table using the `sort:` or `sort_desc:` arguments. The value for this argument should be the name of the column you wish to sort (or sort-descending) by.\n\n```graphql\n{\n repos(sort_desc: stargazers_count) {\n nodes {\n full_name\n stargazers_count\n }\n }\n}\n```\n[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20repos%28sort_desc%3A%20stargazers_count%29%20%7B%0A%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20full_name%0A%20%20%20%20%20%20stargazers_count%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)\n\n### Pagination\n\nBy default the first 10 rows will be returned. You can control this using the `first:` argument.\n\n```graphql\n{\n repos(first: 20) {\n totalCount\n pageInfo {\n hasNextPage\n endCursor\n }\n nodes {\n full_name\n stargazers_count\n license {\n key\n }\n }\n }\n}\n```\n[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20repos%28first%3A%2020%29%20%7B%0A%20%20%20%20totalCount%0A%20%20%20%20pageInfo%20%7B%0A%20%20%20%20%20%20hasNextPage%0A%20%20%20%20%20%20endCursor%0A%20%20%20%20%7D%0A%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20full_name%0A%20%20%20%20%20%20stargazers_count%0A%20%20%20%20%20%20license%20%7B%0A%20%20%20%20%20%20%20%20key%0A%20%20%20%20%20%20%7D%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)\n\nThe `totalCount` field returns the total number of records that match the query.\n\nRequesting the `pageInfo.endCursor` field provides you with the value you need to request the next page. You can pass this to the `after:` argument to request the next page.\n\n```graphql\n{\n repos(first: 20, after: \"134874019\") {\n totalCount\n pageInfo {\n hasNextPage\n endCursor\n }\n nodes {\n full_name\n stargazers_count\n license {\n key\n }\n }\n }\n}\n```\n[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20repos%28first%3A%2020%2C%20after%3A%20%22134874019%22%29%20%7B%0A%20%20%20%20totalCount%0A%20%20%20%20pageInfo%20%7B%0A%20%20%20%20%20%20hasNextPage%0A%20%20%20%20%20%20endCursor%0A%20%20%20%20%7D%0A%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20full_name%0A%20%20%20%20%20%20stargazers_count%0A%20%20%20%20%20%20license%20%7B%0A%20%20%20%20%20%20%20%20key%0A%20%20%20%20%20%20%7D%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)\n\nThe `hasNextPage` field tells you if there are any more records.\n\n### Search\n\nIf a table has been configured to use SQLite full-text search you can execute searches against it using the `search:` argument:\n\n```graphql\n{\n repos(search: \"datasette\") {\n totalCount\n pageInfo {\n hasNextPage\n endCursor\n }\n nodes {\n full_name\n description_\n }\n }\n}\n```\n[Try this query](https://datasette-graphql-demo.datasette.io/graphql?query=%0A%7B%0A%20%20repos%28search%3A%20%22datasette%22%29%20%7B%0A%20%20%20%20totalCount%0A%20%20%20%20pageInfo%20%7B%0A%20%20%20%20%20%20hasNextPage%0A%20%20%20%20%20%20endCursor%0A%20%20%20%20%7D%0A%20%20%20%20nodes%20%7B%0A%20%20%20%20%20%20full_name%0A%20%20%20%20%20%20description_%0A%20%20%20%20%7D%0A%20%20%7D%0A%7D%0A)\n\nThe [sqlite-utils](https://sqlite-utils.datasette.io/) Python library and CLI tool can be used to add full-text search to an existing database table.\n\n### Columns containing JSON strings\n\nIf your table has a column that contains data encoded as JSON, `datasette-graphql` will make that column available as an encoded JSON string. Clients calling your API will need to parse the string as JSON in order to access the data.\n\nYou can return the data as a nested structure by configuring that column to be treated as a JSON column. The [plugin configuration](https://docs.datasette.io/en/stable/plugins.html#plugin-configuration) for that in `metadata.json` looks like this:\n\n```json\n{\n \"databases\": {\n \"test\": {\n \"tables\": {\n \"repos\": {\n \"plugins\": {\n \"datasette-graphql\": {\n \"json_columns\": [\n \"tags\"\n ]\n }\n }\n }\n }\n }\n }\n}\n```\n\n### Auto camelCase\n\nThe names of your columns and tables default to being matched by their representations in GraphQL.\n\nIf you have tables with `names_like_this` you may want to work with them in GraphQL using `namesLikeThis`, for consistency with GraphQL and JavaScript conventions.\n\nYou can turn on automatic camelCase using the `\"auto_camelcase\"` plugin configuration setting in `metadata.json`, like this:\n\n```json\n{\n \"plugins\": {\n \"datasette-graphql\": {\n \"auto_camelcase\": true\n }\n }\n}\n```\n\n### CORS\n\nThis plugin obeys the `--cors` option passed to the `datasette` command-line tool. If you pass `--cors` it adds the following CORS HTTP headers to allow JavaScript running on other domains to access the GraphQL API:\n\n access-control-allow-headers: content-type\n access-control-allow-method: POST\n access-control-allow-origin: *\n\n### Execution limits\n\nThe plugin implements two limits by default:\n\n- The total time spent executing all of the underlying SQL queries that make up the GraphQL execution must not exceed 1000ms (one second)\n- The total number of SQL table queries executed as a result of nested GraphQL fields must not exceed 100\n\nThese limits can be customized using the `num_queries_limit` and `time_limit_ms` plugin configuration settings, for example in `metadata.json`:\n\n```json\n{\n \"plugins\": {\n \"datasette-graphql\": {\n \"num_queries_limit\": 200,\n \"time_limit_ms\": 5000\n }\n }\n}\n```\nSetting these to `0` will disable the limit checks entirely.\n\n## The graphql() template function\n\nThe plugin also makes a Jinja template function available called `graphql()`. You can use that function in your Datasette [custom templates](https://docs.datasette.io/en/stable/custom_templates.html#custom-templates) like so:\n\n```html+jinja\n{% set users = graphql(\"\"\"\n{\n users {\n nodes {\n name\n points\n score\n }\n }\n}\n\"\"\")[\"users\"] %}\n{% for user in users.nodes %}\n <p>{{ user.name }} - points: {{ user.points }}, score = {{ user.score }}</p>\n{% endfor %}\n```\n\nThe function executes a GraphQL query against the generated schema and returns the results. You can assign those results to a variable in your template and then loop through and display them.\n\nBy default the query will be run against the first attached database. You can use the optional second argument to the function to specify a different database - for example, to run against an attached `github.db` database you would do this:\n\n```html+jinja\n{% set user = graphql(\"\"\"\n{\n users_row(id:9599) {\n name\n login\n avatar_url\n }\n}\n\"\"\", \"github\")[\"users_row\"] %}\n\n<h1>Hello, {{ user.name }}</h1>\n```\n\nYou can use [GraphQL variables](https://graphql.org/learn/queries/#variables) in these template calls by passing them to the `variables=` argument:\n\n```html+jinja\n{% set user = graphql(\"\"\"\nquery ($id: Int) {\n users_row(id: $id) {\n name\n login\n avatar_url\n }\n}\n\"\"\", database=\"github\", variables={\"id\": 9599})[\"users_row\"] %}\n\n<h1>Hello, {{ user.name }}</h1>\n```\n## Adding custom fields with plugins\n\n`datasette-graphql` adds a new [plugin hook](https://docs.datasette.io/en/stable/writing_plugins.html) to Datasette which can be used to add custom fields to your GraphQL schema.\n\nThe plugin hook looks like this:\n\n```python\n@hookimpl\ndef graphql_extra_fields(datasette, database):\n \"A list of (name, field_type) tuples to include in the GraphQL schema\"\n```\n\nYou can use this hook to return a list of tuples describing additional fields that should be exposed in your schema. Each tuple should consist of a string naming the new field, plus a [Graphene Field object](https://docs.graphene-python.org/en/latest/types/objecttypes/) that specifies the schema and provides a `resolver` function.\n\nThis example implementation uses `pkg_resources` to return a list of currently installed Python packages:\n\n```python\nimport graphene\nfrom datasette import hookimpl\nimport pkg_resources\n\n\n@hookimpl\ndef graphql_extra_fields():\n class Package(graphene.ObjectType):\n \"An installed package\"\n name = graphene.String()\n version = graphene.String()\n\n def resolve_packages(root, info):\n return [\n {\"name\": d.project_name, \"version\": d.version}\n for d in pkg_resources.working_set\n ]\n\n return [\n (\n \"packages\",\n graphene.Field(\n graphene.List(Package),\n description=\"List of installed packages\",\n resolver=resolve_packages,\n ),\n ),\n ]\n```\n\nWith this plugin installed, the following GraphQL query can be used to retrieve a list of installed packages:\n\n```graphql\n{\n packages {\n name\n version\n }\n}\n```\n\n## Development\n\nTo set up this plugin locally, first checkout the code. Then create a new virtual environment:\n\n cd datasette-graphql\n python3 -mvenv venv\n source venv/bin/activate\n\nOr if you are using `pipenv`:\n\n pipenv shell\n\nNow install the dependencies and tests:\n\n pip install -e '.[test]'\n\nTo run the tests:\n\n pytest\n",
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