Database handling for fsspec filesystems
Project description
fsspec-db
Database tables and views as fsspec filesystems.
Overview
fsspec-db exposes SQL databases through familiar fsspec operations:
ls("/")lists schemas.ls("/main")lists tables and views.info("/main/users/columns/id")returns column metadata.cat_file("/main/users.parquet")materializes a table as bytes.query("SELECT ...")returns apyarrow.Table.open("/main/users.arrow", "wb")orput_file(..., "/main/users.parquet")inserts rows.
Native backends are registered as db+sqlite, db+postgresql / db+postgres, and
db+mysql.
[!WARNING] Database overwrite writes replace table contents.
open(path, "wb"),pipe_file, and defaultput_filerun truncate semantics before inserting incoming rows. Use"ab"ormode="append"to append instead.
Install
pip install fsspec-db
Quick Start
import fsspec
import pyarrow as pa
import pyarrow.ipc as ipc
fs = fsspec.filesystem("db+sqlite", database="app.db")
print(fs.ls("/", detail=False))
print(fs.ls("/main", detail=False))
print(fs.info("/main/users"))
table = fs.query("SELECT id, name FROM users WHERE id > ?", [0])
with fs.open("/main/users.arrow", "ab") as file:
sink = pa.BufferOutputStream()
with ipc.new_stream(sink, pa.table({"name": ["ada"]}).schema) as writer:
writer.write_table(pa.table({"name": ["ada"]}))
file.write(sink.getvalue().to_pybytes())
Path Shape
/main
/main/users
/main/users/columns/id
/main/users/indexes/idx_users_name
/main/users.arrow
/main/users.parquet
/main/active_users/definition.sql
Documentation
The full yardang/Sphinx docs cover concepts, path semantics, native SQL backends, Python-defined backends, and the API reference.
Project details
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