tools/tpch-raw/08.R
In duckdblabs/duckplyr: A 'DuckDB'-Backed Version of 'dplyr'
qloadm("tools/tpch/001.qs")
duckdb <- asNamespace("duckdb")
drv <- duckdb::duckdb()
con <- DBI::dbConnect(drv)
experimental <- FALSE
invisible(duckdb$rapi_load_rfuns(drv@database_ref))
invisible(DBI::dbExecute(con, 'CREATE MACRO "=="(x, y) AS (x == y)'))
invisible(DBI::dbExecute(con, 'CREATE MACRO "___coalesce"(x, y) AS COALESCE(x, y)'))
invisible(
DBI::dbExecute(
con,
r"[CREATE MACRO "___divide"(x, y) AS CASE WHEN y = 0 THEN CASE WHEN x = 0 THEN CAST('NaN' AS double) WHEN x > 0 THEN CAST('+Infinity' AS double) ELSE CAST('-Infinity' AS double) END ELSE CAST(x AS double) / y END]"
)
)
invisible(
DBI::dbExecute(
con,
'CREATE MACRO "if_else"(test, yes, no) AS (CASE WHEN test THEN yes ELSE no END)'
)
)
df1 <- nation
"select"
rel1 <- duckdb$rel_from_df(con, df1, experimental = experimental)
"select"
rel2 <- duckdb$rel_project(
rel1,
list(
{
tmp_expr <- duckdb$expr_reference("n_nationkey")
duckdb$expr_set_alias(tmp_expr, "n1_nationkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("n_regionkey")
duckdb$expr_set_alias(tmp_expr, "n1_regionkey")
tmp_expr
}
)
)
df2 <- region
"select"
rel3 <- duckdb$rel_from_df(con, df2, experimental = experimental)
"select"
rel4 <- duckdb$rel_project(
rel3,
list(
{
tmp_expr <- duckdb$expr_reference("r_regionkey")
duckdb$expr_set_alias(tmp_expr, "r_regionkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("r_name")
duckdb$expr_set_alias(tmp_expr, "r_name")
tmp_expr
}
)
)
"filter"
rel5 <- duckdb$rel_filter(
rel4,
list(
duckdb$expr_function(
"r_base::==",
list(
duckdb$expr_reference("r_name"),
if ("experimental" %in% names(formals(duckdb$expr_constant))) {
duckdb$expr_constant("AMERICA", experimental = experimental)
} else {
duckdb$expr_constant("AMERICA")
}
)
)
)
)
"select"
rel6 <- duckdb$rel_project(
rel5,
list(
{
tmp_expr <- duckdb$expr_reference("r_regionkey")
duckdb$expr_set_alias(tmp_expr, "r_regionkey")
tmp_expr
}
)
)
"inner_join"
rel7 <- duckdb$rel_set_alias(rel2, "lhs")
"inner_join"
rel8 <- duckdb$rel_set_alias(rel6, "rhs")
"inner_join"
rel9 <- duckdb$rel_join(
rel7,
rel8,
list(
duckdb$expr_function(
"==",
list(duckdb$expr_reference("n1_regionkey", rel7), duckdb$expr_reference("r_regionkey", rel8))
)
),
"inner"
)
"inner_join"
rel10 <- duckdb$rel_project(
rel9,
list(
{
tmp_expr <- duckdb$expr_reference("n1_nationkey")
duckdb$expr_set_alias(tmp_expr, "n1_nationkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_function(
"___coalesce",
list(duckdb$expr_reference("n1_regionkey", rel7), duckdb$expr_reference("r_regionkey", rel8))
)
duckdb$expr_set_alias(tmp_expr, "n1_regionkey")
tmp_expr
}
)
)
"select"
rel11 <- duckdb$rel_project(
rel10,
list(
{
tmp_expr <- duckdb$expr_reference("n1_nationkey")
duckdb$expr_set_alias(tmp_expr, "n1_nationkey")
tmp_expr
}
)
)
df3 <- customer
"select"
rel12 <- duckdb$rel_from_df(con, df3, experimental = experimental)
"select"
rel13 <- duckdb$rel_project(
rel12,
list(
{
tmp_expr <- duckdb$expr_reference("c_custkey")
duckdb$expr_set_alias(tmp_expr, "c_custkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("c_nationkey")
duckdb$expr_set_alias(tmp_expr, "c_nationkey")
tmp_expr
}
)
)
"inner_join"
rel14 <- duckdb$rel_set_alias(rel13, "lhs")
"inner_join"
rel15 <- duckdb$rel_set_alias(rel11, "rhs")
"inner_join"
rel16 <- duckdb$rel_join(
rel14,
rel15,
list(
duckdb$expr_function(
"==",
list(duckdb$expr_reference("c_nationkey", rel14), duckdb$expr_reference("n1_nationkey", rel15))
)
),
"inner"
)
"inner_join"
rel17 <- duckdb$rel_project(
rel16,
list(
{
tmp_expr <- duckdb$expr_reference("c_custkey")
duckdb$expr_set_alias(tmp_expr, "c_custkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_function(
"___coalesce",
list(duckdb$expr_reference("c_nationkey", rel14), duckdb$expr_reference("n1_nationkey", rel15))
)
duckdb$expr_set_alias(tmp_expr, "c_nationkey")
tmp_expr
}
)
)
"select"
rel18 <- duckdb$rel_project(
rel17,
list(
{
tmp_expr <- duckdb$expr_reference("c_custkey")
duckdb$expr_set_alias(tmp_expr, "c_custkey")
tmp_expr
}
)
)
df4 <- orders
"select"
rel19 <- duckdb$rel_from_df(con, df4, experimental = experimental)
"select"
rel20 <- duckdb$rel_project(
rel19,
list(
{
tmp_expr <- duckdb$expr_reference("o_orderkey")
duckdb$expr_set_alias(tmp_expr, "o_orderkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_custkey")
duckdb$expr_set_alias(tmp_expr, "o_custkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
}
)
)
"filter"
rel21 <- duckdb$rel_filter(
rel20,
list(
duckdb$expr_function(
"r_base::>=",
list(
duckdb$expr_reference("o_orderdate"),
if ("experimental" %in% names(formals(duckdb$expr_constant))) {
duckdb$expr_constant(as.Date("1995-01-01"), experimental = experimental)
} else {
duckdb$expr_constant(as.Date("1995-01-01"))
}
)
),
duckdb$expr_function(
"r_base::<=",
list(
duckdb$expr_reference("o_orderdate"),
if ("experimental" %in% names(formals(duckdb$expr_constant))) {
duckdb$expr_constant(as.Date("1996-12-31"), experimental = experimental)
} else {
duckdb$expr_constant(as.Date("1996-12-31"))
}
)
)
)
)
"inner_join"
rel22 <- duckdb$rel_set_alias(rel21, "lhs")
"inner_join"
rel23 <- duckdb$rel_set_alias(rel18, "rhs")
"inner_join"
rel24 <- duckdb$rel_join(
rel22,
rel23,
list(
duckdb$expr_function(
"==",
list(duckdb$expr_reference("o_custkey", rel22), duckdb$expr_reference("c_custkey", rel23))
)
),
"inner"
)
"inner_join"
rel25 <- duckdb$rel_project(
rel24,
list(
{
tmp_expr <- duckdb$expr_reference("o_orderkey")
duckdb$expr_set_alias(tmp_expr, "o_orderkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_function(
"___coalesce",
list(duckdb$expr_reference("o_custkey", rel22), duckdb$expr_reference("c_custkey", rel23))
)
duckdb$expr_set_alias(tmp_expr, "o_custkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
}
)
)
"select"
rel26 <- duckdb$rel_project(
rel25,
list(
{
tmp_expr <- duckdb$expr_reference("o_orderkey")
duckdb$expr_set_alias(tmp_expr, "o_orderkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
}
)
)
df5 <- lineitem
"select"
rel27 <- duckdb$rel_from_df(con, df5, experimental = experimental)
"select"
rel28 <- duckdb$rel_project(
rel27,
list(
{
tmp_expr <- duckdb$expr_reference("l_orderkey")
duckdb$expr_set_alias(tmp_expr, "l_orderkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_partkey")
duckdb$expr_set_alias(tmp_expr, "l_partkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_suppkey")
duckdb$expr_set_alias(tmp_expr, "l_suppkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
}
)
)
"inner_join"
rel29 <- duckdb$rel_set_alias(rel28, "lhs")
"inner_join"
rel30 <- duckdb$rel_set_alias(rel26, "rhs")
"inner_join"
rel31 <- duckdb$rel_join(
rel29,
rel30,
list(
duckdb$expr_function(
"==",
list(duckdb$expr_reference("l_orderkey", rel29), duckdb$expr_reference("o_orderkey", rel30))
)
),
"inner"
)
"inner_join"
rel32 <- duckdb$rel_project(
rel31,
list(
{
tmp_expr <- duckdb$expr_function(
"___coalesce",
list(duckdb$expr_reference("l_orderkey", rel29), duckdb$expr_reference("o_orderkey", rel30))
)
duckdb$expr_set_alias(tmp_expr, "l_orderkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_partkey")
duckdb$expr_set_alias(tmp_expr, "l_partkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_suppkey")
duckdb$expr_set_alias(tmp_expr, "l_suppkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
}
)
)
"select"
rel33 <- duckdb$rel_project(
rel32,
list(
{
tmp_expr <- duckdb$expr_reference("l_partkey")
duckdb$expr_set_alias(tmp_expr, "l_partkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_suppkey")
duckdb$expr_set_alias(tmp_expr, "l_suppkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
}
)
)
df6 <- part
"select"
rel34 <- duckdb$rel_from_df(con, df6, experimental = experimental)
"select"
rel35 <- duckdb$rel_project(
rel34,
list(
{
tmp_expr <- duckdb$expr_reference("p_partkey")
duckdb$expr_set_alias(tmp_expr, "p_partkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("p_type")
duckdb$expr_set_alias(tmp_expr, "p_type")
tmp_expr
}
)
)
"filter"
rel36 <- duckdb$rel_filter(
rel35,
list(
duckdb$expr_function(
"r_base::==",
list(
duckdb$expr_reference("p_type"),
if ("experimental" %in% names(formals(duckdb$expr_constant))) {
duckdb$expr_constant("ECONOMY ANODIZED STEEL", experimental = experimental)
} else {
duckdb$expr_constant("ECONOMY ANODIZED STEEL")
}
)
)
)
)
"select"
rel37 <- duckdb$rel_project(
rel36,
list(
{
tmp_expr <- duckdb$expr_reference("p_partkey")
duckdb$expr_set_alias(tmp_expr, "p_partkey")
tmp_expr
}
)
)
"inner_join"
rel38 <- duckdb$rel_set_alias(rel33, "lhs")
"inner_join"
rel39 <- duckdb$rel_set_alias(rel37, "rhs")
"inner_join"
rel40 <- duckdb$rel_join(
rel38,
rel39,
list(
duckdb$expr_function(
"==",
list(duckdb$expr_reference("l_partkey", rel38), duckdb$expr_reference("p_partkey", rel39))
)
),
"inner"
)
"inner_join"
rel41 <- duckdb$rel_project(
rel40,
list(
{
tmp_expr <- duckdb$expr_function(
"___coalesce",
list(duckdb$expr_reference("l_partkey", rel38), duckdb$expr_reference("p_partkey", rel39))
)
duckdb$expr_set_alias(tmp_expr, "l_partkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_suppkey")
duckdb$expr_set_alias(tmp_expr, "l_suppkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
}
)
)
"select"
rel42 <- duckdb$rel_project(
rel41,
list(
{
tmp_expr <- duckdb$expr_reference("l_suppkey")
duckdb$expr_set_alias(tmp_expr, "l_suppkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
}
)
)
df7 <- supplier
"select"
rel43 <- duckdb$rel_from_df(con, df7, experimental = experimental)
"select"
rel44 <- duckdb$rel_project(
rel43,
list(
{
tmp_expr <- duckdb$expr_reference("s_suppkey")
duckdb$expr_set_alias(tmp_expr, "s_suppkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("s_nationkey")
duckdb$expr_set_alias(tmp_expr, "s_nationkey")
tmp_expr
}
)
)
"inner_join"
rel45 <- duckdb$rel_set_alias(rel42, "lhs")
"inner_join"
rel46 <- duckdb$rel_set_alias(rel44, "rhs")
"inner_join"
rel47 <- duckdb$rel_join(
rel45,
rel46,
list(
duckdb$expr_function(
"==",
list(duckdb$expr_reference("l_suppkey", rel45), duckdb$expr_reference("s_suppkey", rel46))
)
),
"inner"
)
"inner_join"
rel48 <- duckdb$rel_project(
rel47,
list(
{
tmp_expr <- duckdb$expr_function(
"___coalesce",
list(duckdb$expr_reference("l_suppkey", rel45), duckdb$expr_reference("s_suppkey", rel46))
)
duckdb$expr_set_alias(tmp_expr, "l_suppkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("s_nationkey")
duckdb$expr_set_alias(tmp_expr, "s_nationkey")
tmp_expr
}
)
)
"select"
rel49 <- duckdb$rel_project(
rel48,
list(
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("s_nationkey")
duckdb$expr_set_alias(tmp_expr, "s_nationkey")
tmp_expr
}
)
)
"select"
rel50 <- duckdb$rel_from_df(con, df1, experimental = experimental)
"select"
rel51 <- duckdb$rel_project(
rel50,
list(
{
tmp_expr <- duckdb$expr_reference("n_nationkey")
duckdb$expr_set_alias(tmp_expr, "n2_nationkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("n_name")
duckdb$expr_set_alias(tmp_expr, "n2_name")
tmp_expr
}
)
)
"inner_join"
rel52 <- duckdb$rel_set_alias(rel49, "lhs")
"inner_join"
rel53 <- duckdb$rel_set_alias(rel51, "rhs")
"inner_join"
rel54 <- duckdb$rel_join(
rel52,
rel53,
list(
duckdb$expr_function(
"==",
list(duckdb$expr_reference("s_nationkey", rel52), duckdb$expr_reference("n2_nationkey", rel53))
)
),
"inner"
)
"inner_join"
rel55 <- duckdb$rel_project(
rel54,
list(
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
},
{
tmp_expr <- duckdb$expr_function(
"___coalesce",
list(duckdb$expr_reference("s_nationkey", rel52), duckdb$expr_reference("n2_nationkey", rel53))
)
duckdb$expr_set_alias(tmp_expr, "s_nationkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("n2_name")
duckdb$expr_set_alias(tmp_expr, "n2_name")
tmp_expr
}
)
)
"select"
rel56 <- duckdb$rel_project(
rel55,
list(
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("n2_name")
duckdb$expr_set_alias(tmp_expr, "n2_name")
tmp_expr
}
)
)
"mutate"
rel57 <- duckdb$rel_project(
rel56,
list(
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("n2_name")
duckdb$expr_set_alias(tmp_expr, "n2_name")
tmp_expr
},
{
tmp_expr <- duckdb$expr_function(
"r_base::as.integer",
list(
duckdb$expr_function(
"strftime",
list(
duckdb$expr_reference("o_orderdate"),
if ("experimental" %in% names(formals(duckdb$expr_constant))) {
duckdb$expr_constant("%Y", experimental = experimental)
} else {
duckdb$expr_constant("%Y")
}
)
)
)
)
duckdb$expr_set_alias(tmp_expr, "o_year")
tmp_expr
}
)
)
"mutate"
rel58 <- duckdb$rel_project(
rel57,
list(
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("n2_name")
duckdb$expr_set_alias(tmp_expr, "n2_name")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_year")
duckdb$expr_set_alias(tmp_expr, "o_year")
tmp_expr
},
{
tmp_expr <- duckdb$expr_function(
"*",
list(
duckdb$expr_reference("l_extendedprice"),
duckdb$expr_function(
"-",
list(
if ("experimental" %in% names(formals(duckdb$expr_constant))) {
duckdb$expr_constant(1, experimental = experimental)
} else {
duckdb$expr_constant(1)
},
duckdb$expr_reference("l_discount")
)
)
)
)
duckdb$expr_set_alias(tmp_expr, "volume")
tmp_expr
}
)
)
"mutate"
rel59 <- duckdb$rel_project(
rel58,
list(
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("n2_name")
duckdb$expr_set_alias(tmp_expr, "n2_name")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_year")
duckdb$expr_set_alias(tmp_expr, "o_year")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("volume")
duckdb$expr_set_alias(tmp_expr, "volume")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("n2_name")
duckdb$expr_set_alias(tmp_expr, "nation")
tmp_expr
}
)
)
"select"
rel60 <- duckdb$rel_project(
rel59,
list(
{
tmp_expr <- duckdb$expr_reference("o_year")
duckdb$expr_set_alias(tmp_expr, "o_year")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("volume")
duckdb$expr_set_alias(tmp_expr, "volume")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("nation")
duckdb$expr_set_alias(tmp_expr, "nation")
tmp_expr
}
)
)
"summarise"
rel61 <- duckdb$rel_aggregate(
rel60,
groups = list(duckdb$expr_reference("o_year")),
aggregates = list(
{
tmp_expr <- duckdb$expr_function(
"___divide",
list(
duckdb$expr_function(
"sum",
list(
duckdb$expr_function(
"if_else",
list(
duckdb$expr_function(
"r_base::==",
list(
duckdb$expr_reference("nation"),
if ("experimental" %in% names(formals(duckdb$expr_constant))) {
duckdb$expr_constant("BRAZIL", experimental = experimental)
} else {
duckdb$expr_constant("BRAZIL")
}
)
),
duckdb$expr_reference("volume"),
if ("experimental" %in% names(formals(duckdb$expr_constant))) {
duckdb$expr_constant(0, experimental = experimental)
} else {
duckdb$expr_constant(0)
}
)
)
)
),
duckdb$expr_function("sum", list(duckdb$expr_reference("volume")))
)
)
duckdb$expr_set_alias(tmp_expr, "mkt_share")
tmp_expr
}
)
)
"arrange"
rel62 <- duckdb$rel_order(rel61, list(duckdb$expr_reference("o_year")))
rel62
duckdb$rel_to_altrep(rel62)
duckdblabs/duckplyr documentation built on Nov. 6, 2024, 10 p.m.
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qloadm("tools/tpch/001.qs")
duckdb <- asNamespace("duckdb")
drv <- duckdb::duckdb()
con <- DBI::dbConnect(drv)
experimental <- FALSE
invisible(duckdb$rapi_load_rfuns(drv@database_ref))
invisible(DBI::dbExecute(con, 'CREATE MACRO "=="(x, y) AS (x == y)'))
invisible(DBI::dbExecute(con, 'CREATE MACRO "___coalesce"(x, y) AS COALESCE(x, y)'))
invisible(
DBI::dbExecute(
con,
r"[CREATE MACRO "___divide"(x, y) AS CASE WHEN y = 0 THEN CASE WHEN x = 0 THEN CAST('NaN' AS double) WHEN x > 0 THEN CAST('+Infinity' AS double) ELSE CAST('-Infinity' AS double) END ELSE CAST(x AS double) / y END]"
)
)
invisible(
DBI::dbExecute(
con,
'CREATE MACRO "if_else"(test, yes, no) AS (CASE WHEN test THEN yes ELSE no END)'
)
)
df1 <- nation
"select"
rel1 <- duckdb$rel_from_df(con, df1, experimental = experimental)
"select"
rel2 <- duckdb$rel_project(
rel1,
list(
{
tmp_expr <- duckdb$expr_reference("n_nationkey")
duckdb$expr_set_alias(tmp_expr, "n1_nationkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("n_regionkey")
duckdb$expr_set_alias(tmp_expr, "n1_regionkey")
tmp_expr
}
)
)
df2 <- region
"select"
rel3 <- duckdb$rel_from_df(con, df2, experimental = experimental)
"select"
rel4 <- duckdb$rel_project(
rel3,
list(
{
tmp_expr <- duckdb$expr_reference("r_regionkey")
duckdb$expr_set_alias(tmp_expr, "r_regionkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("r_name")
duckdb$expr_set_alias(tmp_expr, "r_name")
tmp_expr
}
)
)
"filter"
rel5 <- duckdb$rel_filter(
rel4,
list(
duckdb$expr_function(
"r_base::==",
list(
duckdb$expr_reference("r_name"),
if ("experimental" %in% names(formals(duckdb$expr_constant))) {
duckdb$expr_constant("AMERICA", experimental = experimental)
} else {
duckdb$expr_constant("AMERICA")
}
)
)
)
)
"select"
rel6 <- duckdb$rel_project(
rel5,
list(
{
tmp_expr <- duckdb$expr_reference("r_regionkey")
duckdb$expr_set_alias(tmp_expr, "r_regionkey")
tmp_expr
}
)
)
"inner_join"
rel7 <- duckdb$rel_set_alias(rel2, "lhs")
"inner_join"
rel8 <- duckdb$rel_set_alias(rel6, "rhs")
"inner_join"
rel9 <- duckdb$rel_join(
rel7,
rel8,
list(
duckdb$expr_function(
"==",
list(duckdb$expr_reference("n1_regionkey", rel7), duckdb$expr_reference("r_regionkey", rel8))
)
),
"inner"
)
"inner_join"
rel10 <- duckdb$rel_project(
rel9,
list(
{
tmp_expr <- duckdb$expr_reference("n1_nationkey")
duckdb$expr_set_alias(tmp_expr, "n1_nationkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_function(
"___coalesce",
list(duckdb$expr_reference("n1_regionkey", rel7), duckdb$expr_reference("r_regionkey", rel8))
)
duckdb$expr_set_alias(tmp_expr, "n1_regionkey")
tmp_expr
}
)
)
"select"
rel11 <- duckdb$rel_project(
rel10,
list(
{
tmp_expr <- duckdb$expr_reference("n1_nationkey")
duckdb$expr_set_alias(tmp_expr, "n1_nationkey")
tmp_expr
}
)
)
df3 <- customer
"select"
rel12 <- duckdb$rel_from_df(con, df3, experimental = experimental)
"select"
rel13 <- duckdb$rel_project(
rel12,
list(
{
tmp_expr <- duckdb$expr_reference("c_custkey")
duckdb$expr_set_alias(tmp_expr, "c_custkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("c_nationkey")
duckdb$expr_set_alias(tmp_expr, "c_nationkey")
tmp_expr
}
)
)
"inner_join"
rel14 <- duckdb$rel_set_alias(rel13, "lhs")
"inner_join"
rel15 <- duckdb$rel_set_alias(rel11, "rhs")
"inner_join"
rel16 <- duckdb$rel_join(
rel14,
rel15,
list(
duckdb$expr_function(
"==",
list(duckdb$expr_reference("c_nationkey", rel14), duckdb$expr_reference("n1_nationkey", rel15))
)
),
"inner"
)
"inner_join"
rel17 <- duckdb$rel_project(
rel16,
list(
{
tmp_expr <- duckdb$expr_reference("c_custkey")
duckdb$expr_set_alias(tmp_expr, "c_custkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_function(
"___coalesce",
list(duckdb$expr_reference("c_nationkey", rel14), duckdb$expr_reference("n1_nationkey", rel15))
)
duckdb$expr_set_alias(tmp_expr, "c_nationkey")
tmp_expr
}
)
)
"select"
rel18 <- duckdb$rel_project(
rel17,
list(
{
tmp_expr <- duckdb$expr_reference("c_custkey")
duckdb$expr_set_alias(tmp_expr, "c_custkey")
tmp_expr
}
)
)
df4 <- orders
"select"
rel19 <- duckdb$rel_from_df(con, df4, experimental = experimental)
"select"
rel20 <- duckdb$rel_project(
rel19,
list(
{
tmp_expr <- duckdb$expr_reference("o_orderkey")
duckdb$expr_set_alias(tmp_expr, "o_orderkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_custkey")
duckdb$expr_set_alias(tmp_expr, "o_custkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
}
)
)
"filter"
rel21 <- duckdb$rel_filter(
rel20,
list(
duckdb$expr_function(
"r_base::>=",
list(
duckdb$expr_reference("o_orderdate"),
if ("experimental" %in% names(formals(duckdb$expr_constant))) {
duckdb$expr_constant(as.Date("1995-01-01"), experimental = experimental)
} else {
duckdb$expr_constant(as.Date("1995-01-01"))
}
)
),
duckdb$expr_function(
"r_base::<=",
list(
duckdb$expr_reference("o_orderdate"),
if ("experimental" %in% names(formals(duckdb$expr_constant))) {
duckdb$expr_constant(as.Date("1996-12-31"), experimental = experimental)
} else {
duckdb$expr_constant(as.Date("1996-12-31"))
}
)
)
)
)
"inner_join"
rel22 <- duckdb$rel_set_alias(rel21, "lhs")
"inner_join"
rel23 <- duckdb$rel_set_alias(rel18, "rhs")
"inner_join"
rel24 <- duckdb$rel_join(
rel22,
rel23,
list(
duckdb$expr_function(
"==",
list(duckdb$expr_reference("o_custkey", rel22), duckdb$expr_reference("c_custkey", rel23))
)
),
"inner"
)
"inner_join"
rel25 <- duckdb$rel_project(
rel24,
list(
{
tmp_expr <- duckdb$expr_reference("o_orderkey")
duckdb$expr_set_alias(tmp_expr, "o_orderkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_function(
"___coalesce",
list(duckdb$expr_reference("o_custkey", rel22), duckdb$expr_reference("c_custkey", rel23))
)
duckdb$expr_set_alias(tmp_expr, "o_custkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
}
)
)
"select"
rel26 <- duckdb$rel_project(
rel25,
list(
{
tmp_expr <- duckdb$expr_reference("o_orderkey")
duckdb$expr_set_alias(tmp_expr, "o_orderkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
}
)
)
df5 <- lineitem
"select"
rel27 <- duckdb$rel_from_df(con, df5, experimental = experimental)
"select"
rel28 <- duckdb$rel_project(
rel27,
list(
{
tmp_expr <- duckdb$expr_reference("l_orderkey")
duckdb$expr_set_alias(tmp_expr, "l_orderkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_partkey")
duckdb$expr_set_alias(tmp_expr, "l_partkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_suppkey")
duckdb$expr_set_alias(tmp_expr, "l_suppkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
}
)
)
"inner_join"
rel29 <- duckdb$rel_set_alias(rel28, "lhs")
"inner_join"
rel30 <- duckdb$rel_set_alias(rel26, "rhs")
"inner_join"
rel31 <- duckdb$rel_join(
rel29,
rel30,
list(
duckdb$expr_function(
"==",
list(duckdb$expr_reference("l_orderkey", rel29), duckdb$expr_reference("o_orderkey", rel30))
)
),
"inner"
)
"inner_join"
rel32 <- duckdb$rel_project(
rel31,
list(
{
tmp_expr <- duckdb$expr_function(
"___coalesce",
list(duckdb$expr_reference("l_orderkey", rel29), duckdb$expr_reference("o_orderkey", rel30))
)
duckdb$expr_set_alias(tmp_expr, "l_orderkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_partkey")
duckdb$expr_set_alias(tmp_expr, "l_partkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_suppkey")
duckdb$expr_set_alias(tmp_expr, "l_suppkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
}
)
)
"select"
rel33 <- duckdb$rel_project(
rel32,
list(
{
tmp_expr <- duckdb$expr_reference("l_partkey")
duckdb$expr_set_alias(tmp_expr, "l_partkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_suppkey")
duckdb$expr_set_alias(tmp_expr, "l_suppkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
}
)
)
df6 <- part
"select"
rel34 <- duckdb$rel_from_df(con, df6, experimental = experimental)
"select"
rel35 <- duckdb$rel_project(
rel34,
list(
{
tmp_expr <- duckdb$expr_reference("p_partkey")
duckdb$expr_set_alias(tmp_expr, "p_partkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("p_type")
duckdb$expr_set_alias(tmp_expr, "p_type")
tmp_expr
}
)
)
"filter"
rel36 <- duckdb$rel_filter(
rel35,
list(
duckdb$expr_function(
"r_base::==",
list(
duckdb$expr_reference("p_type"),
if ("experimental" %in% names(formals(duckdb$expr_constant))) {
duckdb$expr_constant("ECONOMY ANODIZED STEEL", experimental = experimental)
} else {
duckdb$expr_constant("ECONOMY ANODIZED STEEL")
}
)
)
)
)
"select"
rel37 <- duckdb$rel_project(
rel36,
list(
{
tmp_expr <- duckdb$expr_reference("p_partkey")
duckdb$expr_set_alias(tmp_expr, "p_partkey")
tmp_expr
}
)
)
"inner_join"
rel38 <- duckdb$rel_set_alias(rel33, "lhs")
"inner_join"
rel39 <- duckdb$rel_set_alias(rel37, "rhs")
"inner_join"
rel40 <- duckdb$rel_join(
rel38,
rel39,
list(
duckdb$expr_function(
"==",
list(duckdb$expr_reference("l_partkey", rel38), duckdb$expr_reference("p_partkey", rel39))
)
),
"inner"
)
"inner_join"
rel41 <- duckdb$rel_project(
rel40,
list(
{
tmp_expr <- duckdb$expr_function(
"___coalesce",
list(duckdb$expr_reference("l_partkey", rel38), duckdb$expr_reference("p_partkey", rel39))
)
duckdb$expr_set_alias(tmp_expr, "l_partkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_suppkey")
duckdb$expr_set_alias(tmp_expr, "l_suppkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
}
)
)
"select"
rel42 <- duckdb$rel_project(
rel41,
list(
{
tmp_expr <- duckdb$expr_reference("l_suppkey")
duckdb$expr_set_alias(tmp_expr, "l_suppkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
}
)
)
df7 <- supplier
"select"
rel43 <- duckdb$rel_from_df(con, df7, experimental = experimental)
"select"
rel44 <- duckdb$rel_project(
rel43,
list(
{
tmp_expr <- duckdb$expr_reference("s_suppkey")
duckdb$expr_set_alias(tmp_expr, "s_suppkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("s_nationkey")
duckdb$expr_set_alias(tmp_expr, "s_nationkey")
tmp_expr
}
)
)
"inner_join"
rel45 <- duckdb$rel_set_alias(rel42, "lhs")
"inner_join"
rel46 <- duckdb$rel_set_alias(rel44, "rhs")
"inner_join"
rel47 <- duckdb$rel_join(
rel45,
rel46,
list(
duckdb$expr_function(
"==",
list(duckdb$expr_reference("l_suppkey", rel45), duckdb$expr_reference("s_suppkey", rel46))
)
),
"inner"
)
"inner_join"
rel48 <- duckdb$rel_project(
rel47,
list(
{
tmp_expr <- duckdb$expr_function(
"___coalesce",
list(duckdb$expr_reference("l_suppkey", rel45), duckdb$expr_reference("s_suppkey", rel46))
)
duckdb$expr_set_alias(tmp_expr, "l_suppkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("s_nationkey")
duckdb$expr_set_alias(tmp_expr, "s_nationkey")
tmp_expr
}
)
)
"select"
rel49 <- duckdb$rel_project(
rel48,
list(
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("s_nationkey")
duckdb$expr_set_alias(tmp_expr, "s_nationkey")
tmp_expr
}
)
)
"select"
rel50 <- duckdb$rel_from_df(con, df1, experimental = experimental)
"select"
rel51 <- duckdb$rel_project(
rel50,
list(
{
tmp_expr <- duckdb$expr_reference("n_nationkey")
duckdb$expr_set_alias(tmp_expr, "n2_nationkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("n_name")
duckdb$expr_set_alias(tmp_expr, "n2_name")
tmp_expr
}
)
)
"inner_join"
rel52 <- duckdb$rel_set_alias(rel49, "lhs")
"inner_join"
rel53 <- duckdb$rel_set_alias(rel51, "rhs")
"inner_join"
rel54 <- duckdb$rel_join(
rel52,
rel53,
list(
duckdb$expr_function(
"==",
list(duckdb$expr_reference("s_nationkey", rel52), duckdb$expr_reference("n2_nationkey", rel53))
)
),
"inner"
)
"inner_join"
rel55 <- duckdb$rel_project(
rel54,
list(
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
},
{
tmp_expr <- duckdb$expr_function(
"___coalesce",
list(duckdb$expr_reference("s_nationkey", rel52), duckdb$expr_reference("n2_nationkey", rel53))
)
duckdb$expr_set_alias(tmp_expr, "s_nationkey")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("n2_name")
duckdb$expr_set_alias(tmp_expr, "n2_name")
tmp_expr
}
)
)
"select"
rel56 <- duckdb$rel_project(
rel55,
list(
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("n2_name")
duckdb$expr_set_alias(tmp_expr, "n2_name")
tmp_expr
}
)
)
"mutate"
rel57 <- duckdb$rel_project(
rel56,
list(
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("n2_name")
duckdb$expr_set_alias(tmp_expr, "n2_name")
tmp_expr
},
{
tmp_expr <- duckdb$expr_function(
"r_base::as.integer",
list(
duckdb$expr_function(
"strftime",
list(
duckdb$expr_reference("o_orderdate"),
if ("experimental" %in% names(formals(duckdb$expr_constant))) {
duckdb$expr_constant("%Y", experimental = experimental)
} else {
duckdb$expr_constant("%Y")
}
)
)
)
)
duckdb$expr_set_alias(tmp_expr, "o_year")
tmp_expr
}
)
)
"mutate"
rel58 <- duckdb$rel_project(
rel57,
list(
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("n2_name")
duckdb$expr_set_alias(tmp_expr, "n2_name")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_year")
duckdb$expr_set_alias(tmp_expr, "o_year")
tmp_expr
},
{
tmp_expr <- duckdb$expr_function(
"*",
list(
duckdb$expr_reference("l_extendedprice"),
duckdb$expr_function(
"-",
list(
if ("experimental" %in% names(formals(duckdb$expr_constant))) {
duckdb$expr_constant(1, experimental = experimental)
} else {
duckdb$expr_constant(1)
},
duckdb$expr_reference("l_discount")
)
)
)
)
duckdb$expr_set_alias(tmp_expr, "volume")
tmp_expr
}
)
)
"mutate"
rel59 <- duckdb$rel_project(
rel58,
list(
{
tmp_expr <- duckdb$expr_reference("l_extendedprice")
duckdb$expr_set_alias(tmp_expr, "l_extendedprice")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("l_discount")
duckdb$expr_set_alias(tmp_expr, "l_discount")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_orderdate")
duckdb$expr_set_alias(tmp_expr, "o_orderdate")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("n2_name")
duckdb$expr_set_alias(tmp_expr, "n2_name")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("o_year")
duckdb$expr_set_alias(tmp_expr, "o_year")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("volume")
duckdb$expr_set_alias(tmp_expr, "volume")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("n2_name")
duckdb$expr_set_alias(tmp_expr, "nation")
tmp_expr
}
)
)
"select"
rel60 <- duckdb$rel_project(
rel59,
list(
{
tmp_expr <- duckdb$expr_reference("o_year")
duckdb$expr_set_alias(tmp_expr, "o_year")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("volume")
duckdb$expr_set_alias(tmp_expr, "volume")
tmp_expr
},
{
tmp_expr <- duckdb$expr_reference("nation")
duckdb$expr_set_alias(tmp_expr, "nation")
tmp_expr
}
)
)
"summarise"
rel61 <- duckdb$rel_aggregate(
rel60,
groups = list(duckdb$expr_reference("o_year")),
aggregates = list(
{
tmp_expr <- duckdb$expr_function(
"___divide",
list(
duckdb$expr_function(
"sum",
list(
duckdb$expr_function(
"if_else",
list(
duckdb$expr_function(
"r_base::==",
list(
duckdb$expr_reference("nation"),
if ("experimental" %in% names(formals(duckdb$expr_constant))) {
duckdb$expr_constant("BRAZIL", experimental = experimental)
} else {
duckdb$expr_constant("BRAZIL")
}
)
),
duckdb$expr_reference("volume"),
if ("experimental" %in% names(formals(duckdb$expr_constant))) {
duckdb$expr_constant(0, experimental = experimental)
} else {
duckdb$expr_constant(0)
}
)
)
)
),
duckdb$expr_function("sum", list(duckdb$expr_reference("volume")))
)
)
duckdb$expr_set_alias(tmp_expr, "mkt_share")
tmp_expr
}
)
)
"arrange"
rel62 <- duckdb$rel_order(rel61, list(duckdb$expr_reference("o_year")))
rel62
duckdb$rel_to_altrep(rel62)
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