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textql

Developer-friendly & type-safe Python SDK specifically catered to leverage textql API. License: MIT

Summary

TextQL API: TextQL public API. Generated from protobuf service definitions; internal endpoints are excluded via google.api.visibility / file_visibility.

Table of Contents

SDK Installation

Note

Python version upgrade policy

Once a Python version reaches its official end of life date, a 3-month grace period is provided for users to upgrade. Following this grace period, the minimum python version supported in the SDK will be updated.

The SDK can be installed with uv, pip, or poetry package managers.

uv

uv is a fast Python package installer and resolver, designed as a drop-in replacement for pip and pip-tools. It's recommended for its speed and modern Python tooling capabilities.

uv add textql-sdk

PIP

PIP is the default package installer for Python, enabling easy installation and management of packages from PyPI via the command line.

pip install textql-sdk

Poetry

Poetry is a modern tool that simplifies dependency management and package publishing by using a single pyproject.toml file to handle project metadata and dependencies.

poetry add textql-sdk

Shell and script usage with uv

You can use this SDK in a Python shell with uv and the uvx command that comes with it like so:

uvx --from textql-sdk python

It's also possible to write a standalone Python script without needing to set up a whole project like so:

#!/usr/bin/env -S uv run --script
# /// script
# requires-python = ">=3.10"
# dependencies = [
#     "textql-sdk",
# ]
# ///

from textql_sdk import Textql

sdk = Textql(
  # SDK arguments
)

# Rest of script here...

Once that is saved to a file, you can run it with uv run script.py where script.py can be replaced with the actual file name.

IDE Support

PyCharm

Generally, the SDK will work well with most IDEs out of the box. However, when using PyCharm, you can enjoy much better integration with Pydantic by installing an additional plugin.

SDK Example Usage

Example

# Synchronous Example
import os
from textql_sdk import Textql


with Textql(
    api_key=os.getenv("TEXTQL_API_KEY", ""),
) as textql:

    res = textql.agents.create()

    # Handle response
    print(res)

The same SDK client can also be used to make asynchronous requests by importing asyncio.

# Asynchronous Example
import asyncio
import os
from textql_sdk import Textql

async def main():

    async with Textql(
        api_key=os.getenv("TEXTQL_API_KEY", ""),
    ) as textql:

        res = await textql.agents.create_async()

        # Handle response
        print(res)

asyncio.run(main())

Authentication

Per-Client Security Schemes

This SDK supports the following security scheme globally:

Name Type Scheme Environment Variable
api_key apiKey API key TEXTQL_API_KEY

To authenticate with the API the api_key parameter must be set when initializing the SDK client instance. For example:

import os
from textql_sdk import Textql


with Textql(
    api_key=os.getenv("TEXTQL_API_KEY", ""),
) as textql:

    res = textql.agents.create()

    # Handle response
    print(res)

Available Resources and Operations

Available methods

Agents

Apps

  • heartbeat - Keeps the viewed app's compute worker alive; first view spawns and pre-warms it (dashboard viewer-TTL parity).
  • create_app - CreateApp
  • delete_app - DeleteApp
  • duplicate - Duplicates an app the caller can view into a new draft app they own, named "Copy of ". Copies code/files/data sources/compute functions/ schedule; never carries over the source's published state or data snapshot.
  • get - GetApp
  • get_app_version - GetAppVersion
  • get_app_view_stats - View analytics: reads the engagement views recorded on app page load.
  • get_members_with_apps - GetMembersWithApps
  • invoke_compute_function - Executes a declared compute function on a pooled sandbox worker; gated, org-scoped, rate-limited.
  • list_versions - Version history: a snapshot is recorded on each publish; authors can list and restore.
  • list - ListApps
  • move_app_to_folder - Moves an app into a library folder (or to root when folder_id is empty).
  • refresh - Re-fetches data sources, rebuilds the document with a fresh snapshot, re-uploads.
  • restore_app_version - RestoreAppVersion
  • set_favorite - Favorite/unfavorite a library item (app or dashboard) for the calling member. Per-member, per-org; favorited=false hard-deletes the row. Covers both primitives since the merged library page pins apps and dashboards through one client.
  • update - UpdateApp

AppService

AuditLogs

Chats

Connectors

Dashboards

Datasets

Mcp

MetricsExports

Observability

ObservabilityService

OntologyManagementService

Playbooks

Powerbi

Rbac

RBACService

Sandbox

SandboxAdmin

  • get_sandbox - GetSandbox
  • list_sandbox_egress - Outbound HTTP(S) calls a sandbox made (the egress ledger). Durable — reads the recorded table, so it works for stopped sandboxes too.
  • list_executions - ListSandboxExecutions
  • list_sandbox_files - Live filesystem of a running sandbox. Both are NO-OP (read-only) and only return data while the worker is alive; available=false otherwise.
  • list_sandbox_spend - Per-lease compute usage for a sandbox, computed from lease durations × the compute rate. Durable (reads the lease table), so it works for stopped sandboxes. This is usage (ACUs), not the invoiced dollar amount.
  • list - ListSandboxes
  • read_file - ReadSandboxFile
  • restart_sandbox - Restart a stopped/reaped sandbox by re-acquiring a worker for the same sandbox_id, preserving the original owner. Same scoping as StopSandbox (owner, or sandbox:write_private for org-wide).
  • stop - StopSandbox

SandboxCapabilityService

Scim

Secrets

Slack

Tableau

Teams

Retries

Some of the endpoints in this SDK support retries. If you use the SDK without any configuration, it will fall back to the default retry strategy provided by the API. However, the default retry strategy can be overridden on a per-operation basis, or across the entire SDK.

To change the default retry strategy for a single API call, simply provide a RetryConfig object to the call:

import os
from textql_sdk import Textql
from textql_sdk.utils import BackoffStrategy, RetryConfig


with Textql(
    api_key=os.getenv("TEXTQL_API_KEY", ""),
) as textql:

    res = textql.agents.create(,
        RetryConfig("backoff", BackoffStrategy(1, 50, 1.1, 100), False))

    # Handle response
    print(res)

If you'd like to override the default retry strategy for all operations that support retries, you can use the retry_config optional parameter when initializing the SDK:

import os
from textql_sdk import Textql
from textql_sdk.utils import BackoffStrategy, RetryConfig


with Textql(
    retry_config=RetryConfig("backoff", BackoffStrategy(1, 50, 1.1, 100), False),
    api_key=os.getenv("TEXTQL_API_KEY", ""),
) as textql:

    res = textql.agents.create()

    # Handle response
    print(res)

Error Handling

TextqlError is the base class for all HTTP error responses. It has the following properties:

Property Type Description
err.message str Error message
err.status_code int HTTP response status code eg 404
err.headers httpx.Headers HTTP response headers
err.body str HTTP body. Can be empty string if no body is returned.
err.raw_response httpx.Response Raw HTTP response

Example

import os
from textql_sdk import Textql, errors


with Textql(
    api_key=os.getenv("TEXTQL_API_KEY", ""),
) as textql:
    res = None
    try:

        res = textql.agents.create()

        # Handle response
        print(res)


    except errors.TextqlError as e:
        # The base class for HTTP error responses
        print(e.message)
        print(e.status_code)
        print(e.body)
        print(e.headers)
        print(e.raw_response)

Error Classes

Primary error:

  • TextqlError: The base class for HTTP error responses.
Less common errors (5)

Network errors:

Inherit from TextqlError:

  • ResponseValidationError: Type mismatch between the response data and the expected Pydantic model. Provides access to the Pydantic validation error via the cause attribute.

Server Selection

Override Server URL Per-Client

The default server can be overridden globally by passing a URL to the server_url: str optional parameter when initializing the SDK client instance. For example:

import os
from textql_sdk import Textql


with Textql(
    server_url="https://app.textql.com",
    api_key=os.getenv("TEXTQL_API_KEY", ""),
) as textql:

    res = textql.agents.create()

    # Handle response
    print(res)

Custom HTTP Client

The Python SDK makes API calls using the httpx HTTP library. In order to provide a convenient way to configure timeouts, cookies, proxies, custom headers, and other low-level configuration, you can initialize the SDK client with your own HTTP client instance. Depending on whether you are using the sync or async version of the SDK, you can pass an instance of HttpClient or AsyncHttpClient respectively, which are Protocol's ensuring that the client has the necessary methods to make API calls. This allows you to wrap the client with your own custom logic, such as adding custom headers, logging, or error handling, or you can just pass an instance of httpx.Client or httpx.AsyncClient directly.

For example, you could specify a header for every request that this sdk makes as follows:

from textql_sdk import Textql
import httpx

http_client = httpx.Client(headers={"x-custom-header": "someValue"})
s = Textql(client=http_client)

or you could wrap the client with your own custom logic:

from textql_sdk import Textql
from textql_sdk.httpclient import AsyncHttpClient
import httpx

class CustomClient(AsyncHttpClient):
    client: AsyncHttpClient

    def __init__(self, client: AsyncHttpClient):
        self.client = client

    async def send(
        self,
        request: httpx.Request,
        *,
        stream: bool = False,
        auth: Union[
            httpx._types.AuthTypes, httpx._client.UseClientDefault, None
        ] = httpx.USE_CLIENT_DEFAULT,
        follow_redirects: Union[
            bool, httpx._client.UseClientDefault
        ] = httpx.USE_CLIENT_DEFAULT,
    ) -> httpx.Response:
        request.headers["Client-Level-Header"] = "added by client"

        return await self.client.send(
            request, stream=stream, auth=auth, follow_redirects=follow_redirects
        )

    def build_request(
        self,
        method: str,
        url: httpx._types.URLTypes,
        *,
        content: Optional[httpx._types.RequestContent] = None,
        data: Optional[httpx._types.RequestData] = None,
        files: Optional[httpx._types.RequestFiles] = None,
        json: Optional[Any] = None,
        params: Optional[httpx._types.QueryParamTypes] = None,
        headers: Optional[httpx._types.HeaderTypes] = None,
        cookies: Optional[httpx._types.CookieTypes] = None,
        timeout: Union[
            httpx._types.TimeoutTypes, httpx._client.UseClientDefault
        ] = httpx.USE_CLIENT_DEFAULT,
        extensions: Optional[httpx._types.RequestExtensions] = None,
    ) -> httpx.Request:
        return self.client.build_request(
            method,
            url,
            content=content,
            data=data,
            files=files,
            json=json,
            params=params,
            headers=headers,
            cookies=cookies,
            timeout=timeout,
            extensions=extensions,
        )

s = Textql(async_client=CustomClient(httpx.AsyncClient()))

Resource Management

The Textql class implements the context manager protocol and registers a finalizer function to close the underlying sync and async HTTPX clients it uses under the hood. This will close HTTP connections, release memory and free up other resources held by the SDK. In short-lived Python programs and notebooks that make a few SDK method calls, resource management may not be a concern. However, in longer-lived programs, it is beneficial to create a single SDK instance via a context manager and reuse it across the application.

import os
from textql_sdk import Textql
def main():

    with Textql(
        api_key=os.getenv("TEXTQL_API_KEY", ""),
    ) as textql:
        # Rest of application here...


# Or when using async:
async def amain():

    async with Textql(
        api_key=os.getenv("TEXTQL_API_KEY", ""),
    ) as textql:
        # Rest of application here...

Debugging

You can setup your SDK to emit debug logs for SDK requests and responses.

You can pass your own logger class directly into your SDK.

from textql_sdk import Textql
import logging

logging.basicConfig(level=logging.DEBUG)
s = Textql(debug_logger=logging.getLogger("textql_sdk"))

You can also enable a default debug logger by setting an environment variable TEXTQL_DEBUG to true.

Development

Maturity

This SDK is in beta, and there may be breaking changes between versions without a major version update. Therefore, we recommend pinning usage to a specific package version. This way, you can install the same version each time without breaking changes unless you are intentionally looking for the latest version.

Contributions

While we value open-source contributions to this SDK, this library is generated programmatically. Any manual changes added to internal files will be overwritten on the next generation. We look forward to hearing your feedback. Feel free to open a PR or an issue with a proof of concept and we'll do our best to include it in a future release.

SDK Created by Speakeasy

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TextQL Platform v3 Python SDK

textql.com/

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