Bump pandera from 0.22.1 to 0.25.0

[dependabot]

Bumps pandera from 0.22.1 to 0.25.0.

Release notes

Sourced from pandera's releases.

v0.25.0: 🦩 Support Ibis table validation

⭐️ Highlight

Pandera now supports Ibis 🦩! You can now validate data on all available ibis backends using the pandera.ibis module.

In-memory table example:

import ibis
import pandera.ibis as pa
class Schema(pa.DataFrameModel):
state: str
city: str
price: int = pa.Field(in_range={"min_value": 5, "max_value": 20})
t = ibis.memtable(
{
'state': ['FL','FL','FL','CA','CA','CA'],
'city': [
'Orlando',
'Miami',
'Tampa',
'San Francisco',
'Los Angeles',
'San Diego',
],
'price': [8, 12, 10, 16, 20, 18],
}
)
Schema.validate(t).execute()

Sqlite example:

con = ibis.sqlite.connect()
t = con.create_table(
    "table",
    schema=ibis.schema(dict(state="string", city="string", price="int64"))
)
con.insert(
"table",
obj=[
("FL", "Orlando", 8),
("FL", "Miami", 12),
("FL", "Tampa", 10),
("CA", "San Francisco", 16),
("CA", "Los Angeles", 20),
("CA", "San Diego", 18),
</tr></table>

... (truncated)

Commits

• c49b18f [ibis 🦩] check backend: use positional join for duckdb and polars, fix ibis D...
• ad8f08d [ibis 🦩] remove inplace=True in column validate call (#2068)
• 37d6385 DataFrameSchema.update_index correctly sets title, description, and metadata ...
• f4fe5ac Set validation scope for pandas run_checks methods (#2003)
• 971cae8 Allow strict='filter' and coerce='True' at the same time for PySpark schemas....
• 95dd3e9 handle empty dataframes with PydanticModel: show warning (#2066)
• f9b0af5 bugfix: fix format_vectorized_error_message to properly format nested pyarr...
• 2e355f7 Add unit test suite for Ibis components, fix a bug (#2065)
• dcd9752 Implement binary and boolean types (and test them) (#2064)
• a5e594b Implement regex option and add additional checks (#2061)
• Additional commits viewable in compare view

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[dependabot]

Superseded by #397.