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Merged
PGijsbers merged 14 commits into from
Jul 23, 2020
Merged

Edit api #935

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caa5b78
version1
sahithyaravi Jul 17, 2020
59edbf9
minor fixes
sahithyaravi Jul 21, 2020
d2c87b3
tests
sahithyaravi Jul 22, 2020
442fdd2
reformat code
sahithyaravi Jul 22, 2020
e5e1b91
check new version
sahithyaravi Jul 22, 2020
cfb9d21
remove get data
sahithyaravi Jul 22, 2020
e111dd2
code format
sahithyaravi Jul 22, 2020
53b0466
review comments
sahithyaravi Jul 22, 2020
b934a03
fix duplicate
sahithyaravi Jul 22, 2020
e02597d
type annotate
sahithyaravi Jul 22, 2020
65666b1
example
sahithyaravi Jul 23, 2020
c73991b
tests for exceptions
sahithyaravi Jul 23, 2020
c819771
fix pep8
sahithyaravi Jul 23, 2020
758faa6
black format
sahithyaravi Jul 23, 2020
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example
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@sahithyaravi
sahithyaravi committed Jul 23, 2020
commit 65666b13413e600cea5ae73436a33c9a8855c9d8
2 changes: 1 addition & 1 deletion doc/progress.rst
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Expand Up @@ -8,7 +8,7 @@ Changelog

0.11.0
~~~~~~

* ADD #929: Add data edit API
* FIX #873: Fixes an issue which resulted in incorrect URLs when printing OpenML objects after
switching the server.
* FIX #885: Logger no longer registered by default. Added utility functions to easily register
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43 changes: 40 additions & 3 deletions examples/30_extended/datasets_tutorial.py
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Expand Up @@ -5,12 +5,13 @@

How to list and download datasets.
"""
############################################################################
""

# License: BSD 3-Clauses

import openml
import pandas as pd
from openml.datasets.functions import edit_dataset, get_dataset

############################################################################
# Exercise 0
Expand Down Expand Up @@ -42,9 +43,9 @@
# * Find a dataset called 'eeg_eye_state'.
# * Find all datasets with more than 50 classes.
datalist[datalist.NumberOfInstances > 10000].sort_values(["NumberOfInstances"]).head(n=20)
############################################################################
""
datalist.query('name == "eeg-eye-state"')
############################################################################
""
datalist.query("NumberOfClasses > 50")

############################################################################
Expand Down Expand Up @@ -108,3 +109,39 @@
alpha=0.8,
cmap="plasma",
)


############################################################################
# Edit a created dataset
# =================================================
# Use test server
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openml.config.start_using_configuration_for_example()
############################################################################
# Changes to these field edits existing version
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data_id = edit_dataset(
564,
description="xor dataset represents XOR operation",
contributor="",
collection_date="2019-10-29 17:06:18",
original_data_url="https://www.kaggle.com/ancientaxe/and-or-xor",
paper_url="",
citation="kaggle",
language="English",
)
edited_dataset = get_dataset(data_id)
print(f"Edited dataset ID: {data_id}")


############################################################################
# Changes to these fields: attributes, default_target_attribute,
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# row_id_attribute, ignore_attribute generates a new edited version

new_attributes = [
("x0", "REAL"),
("x1", "REAL"),
("y", "REAL"),
]
data_id = edit_dataset(564, attributes=new_attributes)
print(f"Edited dataset ID: {data_id}")

openml.config.stop_using_configuration_for_example()