Seamlessly Connecting Notion Database with Python Pandas DataFrame

Overview

notion-df: Seamlessly Connecting Notion Database with Pandas DataFrame

Please Note: This project is currently in pre-alpha stage. The code are not appropriately documented and tested. Please report any issues you find.

Installation

pip install notion-df

Usage

  • Before starting, please follow the instructions to create a new integration and add it to your Notion page or database.

    • We'll refer Internal Integration Token as the api_key below.
  • Pandas-flavored APIs: Just need to add two additional lines of code:

    import notion_df
    notion_df.pandas() #That's it!
    
    import pandas as pd
    df = pd.read_notion(page_url, api_key=api_key)
    df.to_notion(page_url)
  • Download your Notion table as a pandas DataFrame

    import notion_df
    df = notion_df.load(notion_database_url, api_key=api_key)
    # Equivalent to: df = pd.read_notion(notion_database_url, api_key=api_key)
    df.head()
  • Append a local df to a Notion database:

    import notion_df
    notion_df.upload(df, notion_database_url, title="page-title", api_key=api_key)
    # Equivalent to: df.to_notion(notion_database_url, title="page-title", api_key=api_key)
  • Upload a local df to a newly created database in a Notion page:

    import notion_df
    notion_df.upload(df, notion_page_url, title="page-title", api_key=api_key)
    # Equivalent to: df.to_notion(notion_page_url, title="page-title", api_key=api_key)
  • Tired of typing api_key=api_key each time?

    import notion_df
    notion_df.config(api_key=api_key) # Or set an environment variable `NOTION_API_KEY`
    df = notion_df.load(notion_database_url)
    notion_df.upload(df, notion_page_url, title="page-title")
    # Similarly in pandas APIs: df.to_notion(notion_page_url, title="page-title")

TODOs

  • Add tests for
    • load
    • upload
    • values.py
    • configs.py
    • base.py
  • Better class organizations/namings for *Configs and *Values
Comments
  • Upload df with children

    Upload df with children

    This PR allows uploading page content (aka children) alongside the dataframe.

    How to use it?

    import pandas as pd 
    import notion_df
    from notion_df.blocks import *
    
    child1 = ParagraphBlock(paragraph={"rich_text": RichTextObject.encode_string("A")},)
    child2 = ParagraphBlock(paragraph={"rich_text": RichTextObject.encode_string("B")},)
    
    notion_df.upload(
        df = pd.DataFrame([{"Name": "A"}, {"Name": "B"}]), 
        notion_url = "<>", 
        children=[child1, [child2]], #<- this is the update
        client=notion
    )
    

    Note: Given the experimental nature of this function, we only put it in the upload function but not the pd.to_notion API. We will update when it is appropriately tested.

    opened by lolipopshock 0
  • The tables df columns and schema might not be always consistent

    The tables df columns and schema might not be always consistent

    For example, if you have a relation column inside a table, which points to an relation that the Notion integration doesn't have access to, then

    1. the downloaded data will contain that column
    2. the downloaded schema will not contain that column
    opened by lolipopshock 0
  • Get Page ID?

    Get Page ID?

    Is it possible to get the page id of a database item into the data frame? This way I can map relations without setting resolve_relation_values=True and I won't have a problem with relation values that are named the same.

    opened by thielem 0
  • Error when resolve_relation_values=True

    Error when resolve_relation_values=True

    Hey! In contrast to #26 , I can see rollups an relations when resolve_relation_values =False. When I set resolve_relation_values=True, I get the following error:

    Traceback (most recent call last):
      File "C:\Users\m_thi\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\LocalCache\local-packages\Python39\site-packages\pandas\core\indexes\base.py", line 3621, in get_loc
        return self._engine.get_loc(casted_key)
      File "pandas\_libs\index.pyx", line 136, in pandas._libs.index.IndexEngine.get_loc
      File "pandas\_libs\index.pyx", line 163, in pandas._libs.index.IndexEngine.get_loc
      File "pandas\_libs\hashtable_class_helper.pxi", line 5198, in pandas._libs.hashtable.PyObjectHashTable.get_item
      File "pandas\_libs\hashtable_class_helper.pxi", line 5206, in pandas._libs.hashtable.PyObjectHashTable.get_item
    KeyError: 'Beschreibung'
    
    The above exception was the direct cause of the following exception:
    
    Traceback (most recent call last):
      File "a:\xxx\notion_fin_test.py", line 10, in <module>
        df = notion_df.download(page_url, resolve_relation_values=True)
      File "C:\Users\m_thi\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\LocalCache\local-packages\Python39\site-packages\notion_df\agent.py", line 54, in wrapper
        out = func(client=client, *args, **kwargs)
      File "C:\Users\m_thi\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\LocalCache\local-packages\Python39\site-packages\notion_df\agent.py", line 216, in download
        relation_df.notion_ids, relation_df[rel_title_col]
      File "C:\Users\m_thi\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\LocalCache\local-packages\Python39\site-packages\pandas\core\frame.py", line 3505, in __getitem__
        indexer = self.columns.get_loc(key)
      File "C:\Users\m_thi\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\LocalCache\local-packages\Python39\site-packages\pandas\core\indexes\base.py", line 3623, in get_loc
        raise KeyError(key) from err
    KeyError: 'Beschreibung'
    
    opened by thielem 1
  • get user information from database

    get user information from database

    When I try to read a databse from notion, the column that shows the name of the mate assigned to this task is shown as a code but not the name. But the property last edited shows the name. Someone knows what is happening ?

    Thanks

    opened by AlmendrosCarmona 0
  • Uploading pages url issue

    Uploading pages url issue

    I like this package and I am starting to use it to automate some of my note taking. I noticed if I want to add a page into database, only full database url works but not the short version database ID. For downloading, both short ID and full url works. This is a minor issue. I mentioned it just in case you want to fix it.

    Thank you! Eric

    opened by yygou 1
Releases(v0.0.5)
  • v0.0.5(Feb 22, 2022)

    What's Changed

    • Better rich text by @lolipopshock in https://github.com/lolipopshock/notion-df/pull/21

    Full Changelog: https://github.com/lolipopshock/notion-df/compare/v0.0.4...v0.0.5

    Source code(tar.gz)
    Source code(zip)
  • v0.0.4(Feb 12, 2022)

    What's Changed

    • Add rollup by @lolipopshock in https://github.com/lolipopshock/notion-df/pull/15
    • Enable relation resolution by @lolipopshock in https://github.com/lolipopshock/notion-df/pull/16
    • Better string length checking #9

    Full Changelog: https://github.com/lolipopshock/notion-df/compare/v0.0.3...v0.0.4

    Source code(tar.gz)
    Source code(zip)
  • v0.0.3(Feb 1, 2022)

  • v0.0.2(Jan 10, 2022)

    • Better validation for Select Option names #1
    • Allow ignoring errors for uploading #2
    • Handle pagination when downloading #3

    Full Changelog: https://github.com/lolipopshock/notion-df/compare/v0.0.1...v0.0.2

    Source code(tar.gz)
    Source code(zip)
  • v0.0.1(Jan 6, 2022)

    This release implements the basic function of the notion_df library.

    Usage

    • Before starting, please follow the instructions to create a new integration and add it to your Notion page or database.

      • We'll refer Internal Integration Token as the api_key below.
    • Pandas-flavored APIs: Just need to add two additional lines of code:

      import notion_df
      notion_df.pandas() #That's it!
      
      import pandas as pd
      df = pd.read_notion(page_url, api_key=api_key)
      df.to_notion(page_url)
      
    • Download your Notion table as a pandas DataFrame

      import notion_df
      df = notion_df.load(notion_database_url, api_key=api_key)
      # Equivalent to: df = pd.read_notion(notion_database_url, api_key=api_key)
      df.head()
      
    • Append a local df to a Notion database:

      import notion_df
      notion_df.upload(df, notion_database_url, title="page-title", api_key=api_key)
      # Equivalent to: df.to_notion(notion_database_url, title="page-title", api_key=api_key)
      
    • Upload a local df to a newly created database in a Notion page:

      import notion_df
      notion_df.upload(df, notion_page_url, title="page-title", api_key=api_key)
      # Equivalent to: df.to_notion(notion_page_url, title="page-title", api_key=api_key)
      
    • Tired of typing api_key=api_key each time?

      import notion_df
      notion_df.config(api_key=api_key) # Or set an environment variable `NOTION_API_KEY`
      df = notion_df.load(notion_database_url)
      notion_df.upload(df, notion_page_url, title="page-title")
      # Similarly in pandas APIs: df.to_notion(notion_page_url, title="page-title")
      

    Full Changelog: https://github.com/lolipopshock/notion-df/commits/v0.0.1

    Source code(tar.gz)
    Source code(zip)
Programa capaz de gerar QR Code a partir do link inserido.

QrCodePy Programa capaz de gerar QR Code, a partir do link inserido, em forma de imagem e salvar localmente. Exemplo de saída: Requisitos Pure Python

Jonas Carvalho 4 Sep 09, 2021
A modular telegram Python bot running on python3 with an sqlalchemy database.

Saber A modular telegram Python bot running on python3 with an sqlalchemy database. Originally a marie fork - Saber has evolved further and was built

ZERO • アクバル . 4 Nov 09, 2021
Python lib for Embedly

embedly-python Python library for interacting with Embedly's API. To get started sign up for a key at embed.ly/signup. Install Install with Pip (recom

Embedly 80 Oct 05, 2022
Transcript-Extractor-Bot - Yet another Telegram Voice Recognition bot but using vosk and supports 20+ languages

transcript extractor Yet another Telegram Voice Recognition bot but using vosk a

6 Oct 21, 2022
Download nitro generator that generates free nitro code that you can use for Discord

Download nitro generator that generates free nitro code that you can use for Discord, run it and wait for free nitro to come

Umut Bayraktar 154 Jan 05, 2023
Say "good morning" on Discord, in batch, one-click.

🌞 gm Good Morning! Usage Simply copy the channel_list to gm.py and fill authorization_list with authorization token(s). Enjoy. Authorization Please r

e 3 Nov 18, 2022
Autodrive is designed to make it as easy as possible to interact with the Google Drive and Sheets APIs via Python

Autodrive Autodrive is designed to make it as easy as possible to interact with the Google Drive and Sheets APIs via Python. It is especially designed

Chris Larabee 1 Oct 02, 2021
E-Commerce Telegram Bot for UCA Students

ucaStudentStore To buy from and sell to other students Features Register the first time, after that you will always be recognised You can login either

Shukur Sabzaliev 5 Jun 26, 2022
buys ethereum based on graphics card moving average price on ebay

ebay_trades buys ethereum based on graphics card moving average price on ebay Built as a meme, this application will scrape the first 3 pages of ebay

ConnorCreate 41 Jan 05, 2023
Async ShareX uploader written in python

Async ShareX uploader written in python

Jacob 2 Jan 07, 2022
Discovery is an open-source Discord Bot with the main features Tickets, Moderation, Giveaways and Reaction roles.

Discovery is an open-source Discord Bot with the main features Tickets, Moderation, Giveaways and Reaction roles.

1 Dec 29, 2021
A Telegram bot for personal utilities

Aqua Aqua is a Telegram bot for personal utilities. Installation Prerequisites: Install Poetry for managing dependencies and fork/clone the repository

Guilherme Vasconcelos 2 Mar 30, 2022
Home Assistant for Opendata CWB. Get the weather forecast of the city in Taiwan.

Home assistant support for Opendata CWB. The readme in Traditional Chinese. This integration is based on OpenWeatherMap (@csparpa, pyowm) to develop.

11 Sep 30, 2022
ro.py is a modern, asynchronous Python 3 wrapper for the Roblox API.

GitHub | Discord | PyPI | Documentation | Examples | License Overview Welcome to ro.py! ro.py is an asynchronous, object-oriented wrapper for the Robl

ro.py 81 Dec 26, 2022
A Discord Server Cloner Which Can Clone Any Discord Server In Just Few Minutes

A Discord Server Cloner Which Can Clone Any Discord Server In Just Few Minutes.

samet 4 Jul 23, 2022
Github Workflows üzerinde Çalışan A101 Aktüel Telegam Bot

A101AktuelRobot Github Workflows üzerinde Çalışan A101 Aktüel Telegam Bot @A101AktuelRobot 💸 Bağış Yap ☕️ Kahve Ismarla 🌐 Telif Hakkı ve Lisans Copy

Ömer Faruk Sancak 10 Nov 02, 2022
⚔️ Fastest tibia bot API

📝 Description tibia bot api using python ⌨ Development ⚙ Running the app python bot.py ✅ ROADMAP Add confidence to floor level to have more accuracy

Lucas Santos 133 Dec 28, 2022
A script that writes automatic instagram comments under a post

Send automatic messages under a post on instagram Instagram will rate limit you after some time. From there on you can only post 1 comment every 40 se

Maximilian Freitag 3 Apr 28, 2022
RChecker - Checker for minecraft servers

🔎 RChecker v1.0 Checker for Minecraft Servers 💻 Supported operating systems: ✅

Pedro Vega 1 Aug 30, 2022
Minimal API for the COVID Booking System of the Offices at the UniPD Math Dep

Simple and easy to use python BOT for the COVID registration booking system of the math department @ unipd (torre archimede). This API creates an interface with the official website, with more useful

Guglielmo Camporese 4 Dec 24, 2021