import duckdb
conn = duckdb.connect("SampleDB",read_only=False)
# connect to an in-memory temporary database
conn = duckdb.connect()
# run arbitrary SQL commands
conn.execute("CREATE TABLE test_table (i INTEGER, j STRING)")
conn.execute("INSERT INTO test_table VALUES (1, 'one'),(9,'nine')")
conn.execute("SELECT i from test_table ").fetchdf()
# we can use placeholders for parameters
conn.execute("INSERT INTO test_table VALUES (?, ?)", [2, 'two'])
conn.executemany("INSERT INTO test_table VALUES (?, ?)", [[3, 'three'], [4, 'four']])
conn.execute("SELECT * from test_table ").fetchdf()
conn.execute("SELECT * FROM test_table").fetchnumpy()
import pandas as pd
test_df = pd.DataFrame.from_dict({"i":[1, 2, 3, 4], "j":["one", "two", "three", "four"]})
# make this data frame available as a view in duckdb
conn.register("test_df", test_df)
conn.execute("SELECT j FROM test_df WHERE i > 1").fetchdf()
df = pd.read_csv("bank_data.csv")
conn.register("bank_df", df)
conn.execute("SELECT actual_recovery_amount FROM bank_df WHERE age > 27").fetchdf()
rel = conn.from_df(df)
rel.filter('age > 19').project('age + 1').order('sex').limit(2)
rel = conn.from_df(test_df)
rel
rel = duckdb.df(test_df)
rel
rel = conn.table("test_table")
rel
rel = duckdb.from_csv_auto("bank_data.csv")
rel
rel.alias
rel2 = rel.set_alias('bank_data')
rel2.alias
rel.type
rel.columns
rel.types
rel.filter('age > 18')
# project the relation, get some columns
rel.project('id, age')
rel.project('age + 1')
rel.order('sex')
rel.limit(2)
rel.filter('age > 19').project('age + 1').order('sex').limit(2)
rel.aggregate("sum(actual_recovery_amount)")
rel.aggregate("age, sum(actual_recovery_amount)")
rel.aggregate("sum(actual_recovery_amount)", "age")
rel.distinct()
rel.union(rel)
rel2 = duckdb.df(df)
rel.join(rel2, 'id')
print(rel.set_alias('a').join(rel.set_alias('b'), 'a.id=b.id'))
---------------------
-- Expression Tree --
---------------------
Join
read_csv_auto(bank_data.csv) read_csv_auto(bank_data.csv)
---------------------
-- Result Columns --
---------------------
- id (INTEGER)
- expected_recovery_amount (INTEGER)
- actual_recovery_amount (DOUBLE)
- recovery_strategy (VARCHAR)
- age (INTEGER)
- sex (VARCHAR)
- id (INTEGER)
- expected_recovery_amount (INTEGER)
- actual_recovery_amount (DOUBLE)
- recovery_strategy (VARCHAR)
- age (INTEGER)
- sex (VARCHAR)
---------------------
-- Result Preview --
---------------------
id expected_recovery_amount actual_recovery_amount recovery_strategy age sex id expected_recovery_amount actual_recovery_amount recovery_strategy age sex
INTEGER INTEGER DOUBLE VARCHAR INTEGER VARCHAR INTEGER INTEGER DOUBLE VARCHAR INTEGER VARCHAR
[ Rows: 10]
2030 194 263.540000 Level 0 Recovery 19 Male 2030 194 263.540000 Level 0 Recovery 19 Male
1150 486 416.090000 Level 0 Recovery 25 Female 1150 486 416.090000 Level 0 Recovery 25 Female
380 527 429.350000 Level 0 Recovery 27 Male 380 527 429.350000 Level 0 Recovery 27 Male
1838 536 296.990000 Level 0 Recovery 25 Male 1838 536 296.990000 Level 0 Recovery 25 Male
1995 541 346.385000 Level 0 Recovery 34 Male 1995 541 346.385000 Level 0 Recovery 34 Male
731 548 520.710000 Level 0 Recovery 35 Male 731 548 520.710000 Level 0 Recovery 35 Male
221 549 221.585000 Level 0 Recovery 33 Male 221 549 221.585000 Level 0 Recovery 33 Male
1932 560 373.720000 Level 0 Recovery 19 Female 1932 560 373.720000 Level 0 Recovery 19 Female
1828 562 201.865000 Level 0 Recovery 22 Female 1828 562 201.865000 Level 0 Recovery 22 Female
2001 565 504.885000 Level 0 Recovery 27 Male 2001 565 504.885000 Level 0 Recovery 27 Male
print(duckdb.filter(df, 'age > 1'))
print(duckdb.project(df, 'age +1'))
print(duckdb.order(df, 'sex'))
print(duckdb.limit(df, 2))
---------------------
-- Expression Tree --
---------------------
Filter [age>1]
pandas_scan(140459168529904)
---------------------
-- Result Columns --
---------------------
- id (BIGINT)
- expected_recovery_amount (BIGINT)
- actual_recovery_amount (DOUBLE)
- recovery_strategy (VARCHAR)
- age (BIGINT)
- sex (VARCHAR)
---------------------
-- Result Preview --
---------------------
id expected_recovery_amount actual_recovery_amount recovery_strategy age sex
BIGINT BIGINT DOUBLE VARCHAR BIGINT VARCHAR
[ Rows: 10]
2030 194 263.540000 Level 0 Recovery 19 Male
1150 486 416.090000 Level 0 Recovery 25 Female
380 527 429.350000 Level 0 Recovery 27 Male
1838 536 296.990000 Level 0 Recovery 25 Male
1995 541 346.385000 Level 0 Recovery 34 Male
731 548 520.710000 Level 0 Recovery 35 Male
221 549 221.585000 Level 0 Recovery 33 Male
1932 560 373.720000 Level 0 Recovery 19 Female
1828 562 201.865000 Level 0 Recovery 22 Female
2001 565 504.885000 Level 0 Recovery 27 Male
---------------------
-- Expression Tree --
---------------------
Projection [age + 1]
pandas_scan(140459168529904)
---------------------
-- Result Columns --
---------------------
- age + 1 (BIGINT)
---------------------
-- Result Preview --
---------------------
age + 1
BIGINT
[ Rows: 10]
20
26
28
26
35
36
34
20
23
28
---------------------
-- Expression Tree --
---------------------
Order [sex DESC]
pandas_scan(140459168529904)
---------------------
-- Result Columns --
---------------------
- id (BIGINT)
- expected_recovery_amount (BIGINT)
- actual_recovery_amount (DOUBLE)
- recovery_strategy (VARCHAR)
- age (BIGINT)
- sex (VARCHAR)
---------------------
-- Result Preview --
---------------------
id expected_recovery_amount actual_recovery_amount recovery_strategy age sex
BIGINT BIGINT DOUBLE VARCHAR BIGINT VARCHAR
[ Rows: 10]
1150 486 416.090000 Level 0 Recovery 25 Female
1932 560 373.720000 Level 0 Recovery 19 Female
1828 562 201.865000 Level 0 Recovery 22 Female
723 573 363.610000 Level 0 Recovery 27 Female
1769 604 278.720000 Level 0 Recovery 32 Female
1816 605 444.455000 Level 0 Recovery 22 Female
1849 613 245.000000 Level 0 Recovery 29 Female
1850 613 377.105000 Level 0 Recovery 28 Female
1532 615 420.735000 Level 0 Recovery 33 Female
565 621 249.100000 Level 0 Recovery 34 Female
---------------------
-- Expression Tree --
---------------------
Limit 2
pandas_scan(140459168529904)
---------------------
-- Result Columns --
---------------------
- id (BIGINT)
- expected_recovery_amount (BIGINT)
- actual_recovery_amount (DOUBLE)
- recovery_strategy (VARCHAR)
- age (BIGINT)
- sex (VARCHAR)
---------------------
-- Result Preview --
---------------------
id expected_recovery_amount actual_recovery_amount recovery_strategy age sex
BIGINT BIGINT DOUBLE VARCHAR BIGINT VARCHAR
[ Rows: 2]
2030 194 263.540000 Level 0 Recovery 19 Male
1150 486 416.090000 Level 0 Recovery 25 Female
duckdb.filter(df, 'age > 1').project('age + 1').order('sex').limit(2)
# compute the query result from the relation
res = rel.execute()
print(res)
<duckdb.DuckDBPyResult object at 0x7fbf47a9ab30>
# res is a query result, you can call fetchdf() or fetchnumpy() or fetchone() on it
print(res.fetchone())
print(res.fetchall())
(2030, 194, 263.54, 'Level 0 Recovery', 19, 'Male')
[(1150, 486, 416.09, 'Level 0 Recovery', 25, 'Female'), (380, 527, 429.35, 'Level 0 Recovery', 27, 'Male'), (1838, 536, 296.99, 'Level 0 Recovery', 25, 'Male'), (1995, 541, 346.385, 'Level 0 Recovery', 34, 'Male'), (731, 548, 520.71, 'Level 0 Recovery', 35, 'Male'), (221, 549, 221.585, 'Level 0 Recovery', 33, 'Male'), (1932, 560, 373.72, 'Level 0 Recovery', 19, 'Female'), (1828, 562, 201.865, 'Level 0 Recovery', 22, 'Female'), (2001, 565, 504.885, 'Level 0 Recovery', 27, 'Male'), (723, 573, 363.61, 'Level 0 Recovery', 27, 'Female'), (1913, 582, 201.815, 'Level 0 Recovery', 31, 'Male'), (286, 587, 400.365, 'Level 0 Recovery', 18, 'Male'), (685, 602, 262.445, 'Level 0 Recovery', 31, 'Male'), (251, 604, 240.815, 'Level 0 Recovery', 33, 'Male'), (1769, 604, 278.72, 'Level 0 Recovery', 32, 'Female'), (1816, 605, 444.455, 'Level 0 Recovery', 22, 'Female'), (583, 606, 200.425, 'Level 0 Recovery', 26, 'Male'), (770, 608, 315.435, 'Level 0 Recovery', 23, 'Male'), (1849, 613, 245.0, 'Level 0 Recovery', 29, 'Female'), (1850, 613, 377.105, 'Level 0 Recovery', 28, 'Female'), (1532, 615, 420.735, 'Level 0 Recovery', 33, 'Female'), (565, 621, 249.1, 'Level 0 Recovery', 34, 'Female'), (1355, 629, 366.45, 'Level 0 Recovery', 31, 'Female'), (855, 632, 426.21, 'Level 0 Recovery', 28, 'Female'), (932, 643, 399.14, 'Level 0 Recovery', 32, 'Male'), (1479, 643, 480.125, 'Level 0 Recovery', 23, 'Male'), (492, 648, 225.165, 'Level 0 Recovery', 21, 'Male'), (2022, 656, 467.945, 'Level 0 Recovery', 24, 'Male'), (1990, 658, 515.785, 'Level 0 Recovery', 23, 'Male'), (1533, 662, 936.06, 'Level 0 Recovery', 21, 'Male'), (1554, 664, 398.59, 'Level 0 Recovery', 35, 'Female'), (480, 670, 228.985, 'Level 0 Recovery', 32, 'Male'), (475, 672, 282.62, 'Level 0 Recovery', 34, 'Female'), (1904, 672, 270.585, 'Level 0 Recovery', 18, 'Female'), (1241, 678, 292.25, 'Level 0 Recovery', 32, 'Female'), (294, 681, 362.06, 'Level 0 Recovery', 23, 'Female'), (1390, 684, 333.21, 'Level 0 Recovery', 25, 'Male'), (712, 686, 491.635, 'Level 0 Recovery', 24, 'Female'), (957, 692, 508.27, 'Level 0 Recovery', 26, 'Male'), (144, 698, 253.61, 'Level 0 Recovery', 28, 'Male'), (949, 699, 557.9, 'Level 0 Recovery', 27, 'Male'), (1022, 699, 384.575, 'Level 0 Recovery', 18, 'Female'), (1861, 702, 407.2, 'Level 0 Recovery', 31, 'Male'), (1981, 703, 414.065, 'Level 0 Recovery', 31, 'Male'), (1280, 704, 627.44, 'Level 0 Recovery', 18, 'Female'), (2019, 704, 262.105, 'Level 0 Recovery', 29, 'Female'), (1342, 707, 326.93, 'Level 0 Recovery', 19, 'Male'), (283, 715, 370.925, 'Level 0 Recovery', 26, 'Male'), (532, 718, 539.65, 'Level 0 Recovery', 28, 'Male'), (1921, 719, 325.875, 'Level 0 Recovery', 26, 'Female'), (543, 720, 851.62, 'Level 0 Recovery', 22, 'Male'), (1053, 720, 523.81, 'Level 0 Recovery', 22, 'Female'), (1503, 723, 567.765, 'Level 0 Recovery', 25, 'Female'), (297, 724, 315.66, 'Level 0 Recovery', 26, 'Female'), (1969, 726, 253.585, 'Level 0 Recovery', 25, 'Male'), (1746, 727, 282.21, 'Level 0 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'Female'), (21, 981, 341.58, 'Level 0 Recovery', 28, 'Male'), (1394, 982, 596.915, 'Level 0 Recovery', 22, 'Male'), (874, 983, 923.3, 'Level 0 Recovery', 24, 'Female'), (1204, 983, 422.235, 'Level 0 Recovery', 33, 'Male'), (1051, 985, 410.34, 'Level 0 Recovery', 20, 'Male'), (1164, 986, 1176.465, 'Level 0 Recovery', 29, 'Female'), (1452, 986, 938.075, 'Level 0 Recovery', 19, 'Female'), (254, 987, 477.985, 'Level 0 Recovery', 31, 'Male'), (557, 987, 381.19, 'Level 0 Recovery', 18, 'Female'), (1386, 988, 462.7, 'Level 0 Recovery', 26, 'Male'), (1899, 988, 508.93, 'Level 0 Recovery', 26, 'Female'), (1980, 988, 428.85, 'Level 0 Recovery', 25, 'Female'), (2023, 988, 704.445, 'Level 0 Recovery', 18, 'Male'), (913, 989, 502.095, 'Level 0 Recovery', 34, 'Male'), (193, 990, 491.425, 'Level 0 Recovery', 22, 'Female'), (972, 991, 507.975, 'Level 0 Recovery', 22, 'Female'), (336, 992, 519.61, 'Level 0 Recovery', 32, 'Male'), (1818, 992, 397.385, 'Level 0 Recovery', 33, 'Female'), (2002, 992, 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56, 'Female'), (1117, 9026, 16628.96169, 'Level 4 Recovery', 56, 'Male'), (320, 9055, 18720.21938, 'Level 4 Recovery', 57, 'Male'), (161, 9070, 28879.17673, 'Level 4 Recovery', 50, 'Male'), (699, 9173, 17131.5168, 'Level 4 Recovery', 61, 'Male'), (401, 9193, 34398.47971, 'Level 4 Recovery', 72, 'Female'), (796, 9199, 21169.80733, 'Level 4 Recovery', 66, 'Female'), (429, 9218, 14352.19588, 'Level 4 Recovery', 60, 'Female'), (1712, 9232, 19909.239, 'Level 4 Recovery', 61, 'Female'), (186, 9290, 10351.15426, 'Level 4 Recovery', 55, 'Female'), (1583, 9299, 29170.03174, 'Level 4 Recovery', 60, 'Female'), (266, 9341, 18407.44958, 'Level 4 Recovery', 47, 'Female'), (1805, 9352, 24497.14739, 'Level 4 Recovery', 53, 'Female'), (318, 9365, 16034.15047, 'Level 4 Recovery', 62, 'Female'), (981, 9474, 21446.8099, 'Level 4 Recovery', 63, 'Male'), (568, 9481, 19814.86212, 'Level 4 Recovery', 62, 'Male'), (607, 9525, 20616.21457, 'Level 4 Recovery', 53, 'Female'), (263, 9596, 19912.63353, 'Level 4 Recovery', 58, 'Male'), (1606, 9609, 19858.28955, 'Level 4 Recovery', 68, 'Male'), (1618, 9621, 23794.83265, 'Level 4 Recovery', 57, 'Female'), (1372, 9690, 13749.625, 'Level 4 Recovery', 72, 'Male'), (461, 9742, 28305.00625, 'Level 4 Recovery', 59, 'Male'), (693, 9753, 20018.69073, 'Level 4 Recovery', 54, 'Male'), (361, 9785, 15388.19599, 'Level 4 Recovery', 65, 'Female'), (196, 9857, 9709.909257, 'Level 4 Recovery', 68, 'Female'), (313, 9859, 30209.18179, 'Level 4 Recovery', 58, 'Female'), (1781, 9920, 20386.23219, 'Level 4 Recovery', 67, 'Female'), (522, 9964, 16706.30592, 'Level 4 Recovery', 53, 'Male')]
# convert a relation back to a pandas data frame
rel.to_df()
rel.create("test_table2")
# Inserting elements into table_3
conn.execute("CREATE TABLE test_table3 (i INTEGER, j STRING)")
print(conn.values([5, 'five']).insert_into("test_table3"))
rel_3 = conn.table("test_table3")
rel_3.insert([6,'six'])
rel_3
None
# create a SQL-accessible view of the relation
rel.create_view('test_view')
res = rel.query('my_name_for_rel', 'SELECT * FROM my_name_for_rel LIMIT 5')
res.fetchall()
res.fetchdf()
res = duckdb.query('SELECT * FROM test_df')
res.df()