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This commit is contained in:
Lei Xu
2023-04-19 14:42:43 -07:00
parent c38d80cab2
commit de6bfab124
1 changed files with 4 additions and 7 deletions
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docs/src/integrations.md
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@@ -4,11 +4,7 @@ Built on top of Apache Arrow, `LanceDB` is easy to integrate with the Python eco
## Pandas and PyArrow
``` sh
pip install pandas lancedb
```
First, we need to connect to a LanceDB instance. This instance could be a local file directory.
First, we need to connect to a `LanceDB` database.
``` py
@@ -17,7 +13,7 @@ import lancedb
db = lancedb.connect("/tmp/lancedb")
```
And write `Pandas DataFrame` to LanceDB directly.
And write a `Pandas DataFrame` to LanceDB directly.
```py
import pandas as pd
@@ -50,7 +46,8 @@ print(df)
0 [5.9, 26.5] bar 20.0 14257.05957
```
We can apply the filter via `LancdDB`, or apply the filter on `pd.DataFrame` later.
If you have a simple filter, it's faster to provide a where clause to `LanceDB`'s search query.
If you have more complex criteria, you can always apply the filter to the resulting pandas `DataFrame` from the search query.
```python