Revision of Polars-readme-1.py

knox 修订了这个 Gist 1729150592. 跳至此修订

1 file changed, 34 insertions

Polars-readme-1.py(file created)

		@@ -0,0 +1,34 @@
1	+	>>> import polars as pl
2	+	>>> df = pl.DataFrame(
3	+	... {
4	+	... "A": [1, 2, 3, 4, 5],
5	+	... "fruits": ["banana", "banana", "apple", "apple", "banana"],
6	+	... "B": [5, 4, 3, 2, 1],
7	+	... "cars": ["beetle", "audi", "beetle", "beetle", "beetle"],
8	+	... }
9	+	... )
10	+
11	+	# embarrassingly parallel execution & very expressive query language
12	+	>>> df.sort("fruits").select(
13	+	... "fruits",
14	+	... "cars",
15	+	... pl.lit("fruits").alias("literal_string_fruits"),
16	+	... pl.col("B").filter(pl.col("cars") == "beetle").sum(),
17	+	... pl.col("A").filter(pl.col("B") > 2).sum().over("cars").alias("sum_A_by_cars"),
18	+	... pl.col("A").sum().over("fruits").alias("sum_A_by_fruits"),
19	+	... pl.col("A").reverse().over("fruits").alias("rev_A_by_fruits"),
20	+	... pl.col("A").sort_by("B").over("fruits").alias("sort_A_by_B_by_fruits"),
21	+	... )
22	+	shape: (5, 8)
23	+	┌──────────┬──────────┬──────────────┬─────┬─────────────┬─────────────┬─────────────┬─────────────┐
24	+	│ fruits ┆ cars ┆ literal_stri ┆ B ┆ sum_A_by_ca ┆ sum_A_by_fr ┆ rev_A_by_fr ┆ sort_A_by_B │
25	+	│ --- ┆ --- ┆ ng_fruits ┆ --- ┆ rs ┆ uits ┆ uits ┆ _by_fruits │
26	+	│ str ┆ str ┆ --- ┆ i64 ┆ --- ┆ --- ┆ --- ┆ --- │
27	+	│ ┆ ┆ str ┆ ┆ i64 ┆ i64 ┆ i64 ┆ i64 │
28	+	╞══════════╪══════════╪══════════════╪═════╪═════════════╪═════════════╪═════════════╪═════════════╡
29	+	│ "apple" ┆ "beetle" ┆ "fruits" ┆ 11 ┆ 4 ┆ 7 ┆ 4 ┆ 4 │
30	+	│ "apple" ┆ "beetle" ┆ "fruits" ┆ 11 ┆ 4 ┆ 7 ┆ 3 ┆ 3 │
31	+	│ "banana" ┆ "beetle" ┆ "fruits" ┆ 11 ┆ 4 ┆ 8 ┆ 5 ┆ 5 │
32	+	│ "banana" ┆ "audi" ┆ "fruits" ┆ 11 ┆ 2 ┆ 8 ┆ 2 ┆ 2 │
33	+	│ "banana" ┆ "beetle" ┆ "fruits" ┆ 11 ┆ 4 ┆ 8 ┆ 1 ┆ 1 │
34	+	└──────────┴──────────┴──────────────┴─────┴─────────────┴─────────────┴─────────────┴─────────────┘

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