{"categories":[{"label":"Front-Ends","url":"https://skillfed.io/packages/category/database-front-ends/2"}],"enrichment":{"capability":"Seeq-spy is a Python interface for interacting with Seeq Server, enabling programmatic access to search, retrieve, and manipulate signals, conditions, and data within Seeq's platform.","skillfed_tags":["seeq-integration","time-series-data","industrial-analytics"],"use_cases":["Extract historical time-series data from Seeq Server into Pandas DataFrames for analysis in Jupyter","Automate bulk import of CSV or programmatically-generated data into Seeq when the UI import tool is insufficient","Calculate new signals or conditions in Python and push results back into Seeq for visualization and sharing","Programmatically create and configure asset hierarchies and Workbench analyses without manual UI interaction","Build reproducible data pipelines that combine Seeq data retrieval with NumPy and Pandas transformations"],"what_it_does":"Seeq-spy is the official Python client library for Seeq Server, designed to work seamlessly with Jupyter notebooks, Pandas DataFrames, and NumPy arrays. It provides a high-level, user-friendly API for common tasks like searching for signals and conditions, extracting time-series data, importing data programmatically, calculating derived metrics, and creating or modifying Workbench analyses and organizer topics. The library wraps lower-level SDK functionality and is optimized for interactive data science workflows.\n\nUsing seeq-spy requires an active Seeq Data Lab license and Python 3.8 or later. The package depends on standard data-science libraries (numpy, pandas, python-dateutil, pytz, requests, urllib3) and integrates directly with your Seeq Server instance. It is the recommended entry point for most programmatic Seeq workflows; more advanced use cases may require the lower-level seeq.sdk module.","worth_installing":"Yes, if you have an active Seeq Data Lab license and need to automate or script interactions with Seeq Server. The package is actively maintained, has low install friction, and is the official recommended interface for Python-based workflows. The proprietary license is a non-issue if you already subscribe to Seeq; it becomes a blocker only if you do not have a valid license or if your subscription expires."},"id":"seeq-spy","links":{"html":"https://skillfed.io/packages/seeq-spy","md":"https://skillfed.io/packages/seeq-spy.md","pypi":"https://pypi.org/project/seeq-spy/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-07","license_spdx":null,"license_treatment":"unclear","name":"seeq-spy","python_support":"supports_current","summary":"Easy-to-use Python interface for Seeq"},"popularity":{"monthly_downloads":96343,"position":13219,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"202.6"}