Comments (5)
Just a few tries if it can help. For reading :
from airtable import Airtable
import pandas as pd
airtable = Airtable( base key, table_name, api_key = 'XXXX')
record_list = airtable.get_all()
df = pd.DataFrame([record['fields'] for record in record_list])
Or with index as record ID
df = pd.DataFrame([record['fields'] for record in record_list], index = [record['id'] for record in record_list])
For writing a row from DataFrame :
record=df.iloc[i].to_dict()
airtable.batch_insert([record])
Of course handling missing data, links between table may be more complicated
from pyairtable.
I would be interested in functionality that would let me push a pandas dataframe to airtable. Especially if it handles the filetype conversions. :D
from pyairtable.
Do you already have something like that working outside the library?
Curious how much code is required to add the feature.
from pyairtable.
Nope. Thinking of something along the lines of a strict JSON to bulk insert to airtables. Not sure if that is the most efficient way to do it though!
from pyairtable.
we could add a snippet to doc on how to do this but won't add any pandas functionality to the lib
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Related Issues (20)
- batch_upsert does not return createdRecords or updatedRecords HOT 1
- 'Api' object has no attribute 'table' HOT 1
- Suddenly getting AttributeError?
- Loading a base with Base() and name overwrites id HOT 2
- Airtable Insert error code 422 HOT 4
- `Api.all()` not present but indicated in `Api` docstring HOT 2
- Webhook delete method HOT 2
- Importing formulas wont work HOT 2
- to_airtable_value() might not be correct for date and datetime values HOT 2
- Add more formulas HOT 2
- Update does not accept return_fields_by_field_id parameter HOT 8
- Rate limit API requests without forcing retries HOT 4
- get_table_schema fails when the api.table is initialized with the table's ID HOT 2
- Error using sample HOT 2
- Implement missing formulas HOT 2
- 2.2 release missing table.update_field HOT 1
- Can I just replace my API key with Personal Access token in legacy code ? HOT 1
- LookupField referencing a LinkField returns id rather than entity HOT 2
- Dynamic solution to formulas HOT 1
- One to many search difficulties HOT 4
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from pyairtable.