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operators.clj
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operators.clj
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(ns
tablecloth.api.operators
(:require
[tablecloth.column.api.operators]
[tablecloth.api.lift_operators])
(:refer-clojure
:exclude
[*
+
-
/
<
<=
>
>=
abs
and
bit-and
bit-and-not
bit-clear
bit-flip
bit-not
bit-or
bit-set
bit-shift-left
bit-shift-right
bit-test
bit-xor
even?
identity
infinite?
max
min
neg?
not
odd?
odd?
or
pos?
quot
rem
unsigned-bit-shift-right
zero?]))
(defn
kurtosis
"Applies the operation tablecloth.column.api.operators/kurtosis to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. This operation takes a maximum of 1 columns, so\n `columns-selector` can yield no more than that many columns.\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds columns-selector options]
(let
[aggregator__31576__auto__
(clojure.core/fn
[ds__31577__auto__]
(let
[ds-with-selected-cols__31578__auto__
(tablecloth.api.columns/select-columns
ds__31577__auto__
columns-selector)
cols-count__31579__auto__
(clojure.core/->
ds-with-selected-cols__31578__auto__
tablecloth.api.utils/column-names
clojure.core/count)
selected-cols__31580__auto__
(tablecloth.api.dataset/columns
ds-with-selected-cols__31578__auto__)]
(if
(clojure.core/>= 1 cols-count__31579__auto__)
(clojure.core/apply
tablecloth.column.api.operators/kurtosis
(clojure.core/apply
clojure.core/vector
selected-cols__31580__auto__))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation."))))))]
(tablecloth.api.aggregate/aggregate ds aggregator__31576__auto__)))
([ds columns-selector]
(let
[aggregator__31576__auto__
(clojure.core/fn
[ds__31577__auto__]
(let
[ds-with-selected-cols__31578__auto__
(tablecloth.api.columns/select-columns
ds__31577__auto__
columns-selector)
cols-count__31579__auto__
(clojure.core/->
ds-with-selected-cols__31578__auto__
tablecloth.api.utils/column-names
clojure.core/count)
selected-cols__31580__auto__
(tablecloth.api.dataset/columns
ds-with-selected-cols__31578__auto__)]
(if
(clojure.core/>= 1 cols-count__31579__auto__)
(clojure.core/apply
tablecloth.column.api.operators/kurtosis
(clojure.core/apply
clojure.core/vector
selected-cols__31580__auto__))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation."))))))]
(tablecloth.api.aggregate/aggregate ds aggregator__31576__auto__))))
(defn
bit-set
"Applies the operation tablecloth.column.api.operators/bit-set to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. null\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [])]
(if
(clojure.core/>=
##Inf
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/bit-set)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation.")))))))
(defn
finite?
"Applies the operation tablecloth.column.api.operators/finite? to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. This operation takes a maximum of 1 columns, so\n `columns-selector` can yield no more than that many columns.\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector options]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [options])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/finite?)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation."))))))
([ds target-col columns-selector]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/finite?)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation.")))))))
(defn
distance
"Applies the operation tablecloth.column.api.operators/distance to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. This operation takes a maximum of 2 columns, so\n `columns-selector` can yield no more than that many columns.\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds columns-selector]
(let
[aggregator__31576__auto__
(clojure.core/fn
[ds__31577__auto__]
(let
[ds-with-selected-cols__31578__auto__
(tablecloth.api.columns/select-columns
ds__31577__auto__
columns-selector)
cols-count__31579__auto__
(clojure.core/->
ds-with-selected-cols__31578__auto__
tablecloth.api.utils/column-names
clojure.core/count)
selected-cols__31580__auto__
(tablecloth.api.dataset/columns
ds-with-selected-cols__31578__auto__)]
(if
(clojure.core/>= 2 cols-count__31579__auto__)
(clojure.core/apply
tablecloth.column.api.operators/distance
(clojure.core/apply
clojure.core/vector
selected-cols__31580__auto__))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation."))))))]
(tablecloth.api.aggregate/aggregate ds aggregator__31576__auto__))))
(defn
reduce-min
"Applies the operation tablecloth.column.api.operators/reduce-min to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. This operation takes a maximum of 1 columns, so\n `columns-selector` can yield no more than that many columns.\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds columns-selector]
(let
[aggregator__31576__auto__
(clojure.core/fn
[ds__31577__auto__]
(let
[ds-with-selected-cols__31578__auto__
(tablecloth.api.columns/select-columns
ds__31577__auto__
columns-selector)
cols-count__31579__auto__
(clojure.core/->
ds-with-selected-cols__31578__auto__
tablecloth.api.utils/column-names
clojure.core/count)
selected-cols__31580__auto__
(tablecloth.api.dataset/columns
ds-with-selected-cols__31578__auto__)]
(if
(clojure.core/>= 1 cols-count__31579__auto__)
(clojure.core/apply
tablecloth.column.api.operators/reduce-min
(clojure.core/apply
clojure.core/vector
selected-cols__31580__auto__))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation."))))))]
(tablecloth.api.aggregate/aggregate ds aggregator__31576__auto__))))
(defn
to-radians
"Applies the operation tablecloth.column.api.operators/to-radians to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. This operation takes a maximum of 1 columns, so\n `columns-selector` can yield no more than that many columns.\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector options]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [options])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/to-radians)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation."))))))
([ds target-col columns-selector]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/to-radians)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation.")))))))
(defn
bit-shift-right
"Applies the operation tablecloth.column.api.operators/bit-shift-right to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. null\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [])]
(if
(clojure.core/>=
##Inf
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply
tablecloth.column.api.operators/bit-shift-right)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation.")))))))
(defn
ieee-remainder
"Applies the operation tablecloth.column.api.operators/ieee-remainder to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. null\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [])]
(if
(clojure.core/>=
##Inf
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply
tablecloth.column.api.operators/ieee-remainder)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation.")))))))
(defn
log
"Applies the operation tablecloth.column.api.operators/log to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. This operation takes a maximum of 1 columns, so\n `columns-selector` can yield no more than that many columns.\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector options]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [options])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/log)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation."))))))
([ds target-col columns-selector]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/log)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation.")))))))
(defn
bit-shift-left
"Applies the operation tablecloth.column.api.operators/bit-shift-left to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. null\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [])]
(if
(clojure.core/>=
##Inf
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply
tablecloth.column.api.operators/bit-shift-left)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation.")))))))
(defn
acos
"Applies the operation tablecloth.column.api.operators/acos to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. This operation takes a maximum of 1 columns, so\n `columns-selector` can yield no more than that many columns.\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector options]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [options])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/acos)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation."))))))
([ds target-col columns-selector]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/acos)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation.")))))))
(defn
to-degrees
"Applies the operation tablecloth.column.api.operators/to-degrees to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. This operation takes a maximum of 1 columns, so\n `columns-selector` can yield no more than that many columns.\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector options]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [options])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/to-degrees)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation."))))))
([ds target-col columns-selector]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/to-degrees)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation.")))))))
(defn
<
"Applies the operation tablecloth.column.api.operators/< to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. This operation takes a maximum of 3 columns, so\n `columns-selector` can yield no more than that many columns.\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [])]
(if
(clojure.core/>=
3
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/<)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation.")))))))
(defn
floor
"Applies the operation tablecloth.column.api.operators/floor to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. This operation takes a maximum of 1 columns, so\n `columns-selector` can yield no more than that many columns.\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector options]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [options])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/floor)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation."))))))
([ds target-col columns-selector]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/floor)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation.")))))))
(defn
atan2
"Applies the operation tablecloth.column.api.operators/atan2 to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. null\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [])]
(if
(clojure.core/>=
##Inf
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/atan2)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation.")))))))
(defn
normalize
"Applies the operation tablecloth.column.api.operators/normalize to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. This operation takes a maximum of 1 columns, so\n `columns-selector` can yield no more than that many columns.\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/normalize)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation.")))))))
(defn
hypot
"Applies the operation tablecloth.column.api.operators/hypot to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. null\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [])]
(if
(clojure.core/>=
##Inf
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/hypot)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation.")))))))
(defn
tanh
"Applies the operation tablecloth.column.api.operators/tanh to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. This operation takes a maximum of 1 columns, so\n `columns-selector` can yield no more than that many columns.\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector options]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [options])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/tanh)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation."))))))
([ds target-col columns-selector]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/tanh)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation.")))))))
(defn
sq
"Applies the operation tablecloth.column.api.operators/sq to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. This operation takes a maximum of 1 columns, so\n `columns-selector` can yield no more than that many columns.\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector options]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [options])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/sq)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation."))))))
([ds target-col columns-selector]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/sq)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation.")))))))
(defn
sum
"Applies the operation tablecloth.column.api.operators/sum to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. This operation takes a maximum of 1 columns, so\n `columns-selector` can yield no more than that many columns.\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds columns-selector options]
(let
[aggregator__31576__auto__
(clojure.core/fn
[ds__31577__auto__]
(let
[ds-with-selected-cols__31578__auto__
(tablecloth.api.columns/select-columns
ds__31577__auto__
columns-selector)
cols-count__31579__auto__
(clojure.core/->
ds-with-selected-cols__31578__auto__
tablecloth.api.utils/column-names
clojure.core/count)
selected-cols__31580__auto__
(tablecloth.api.dataset/columns
ds-with-selected-cols__31578__auto__)]
(if
(clojure.core/>= 1 cols-count__31579__auto__)
(clojure.core/apply
tablecloth.column.api.operators/sum
(clojure.core/apply
clojure.core/vector
selected-cols__31580__auto__))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation."))))))]
(tablecloth.api.aggregate/aggregate ds aggregator__31576__auto__)))
([ds columns-selector]
(let
[aggregator__31576__auto__
(clojure.core/fn
[ds__31577__auto__]
(let
[ds-with-selected-cols__31578__auto__
(tablecloth.api.columns/select-columns
ds__31577__auto__
columns-selector)
cols-count__31579__auto__
(clojure.core/->
ds-with-selected-cols__31578__auto__
tablecloth.api.utils/column-names
clojure.core/count)
selected-cols__31580__auto__
(tablecloth.api.dataset/columns
ds-with-selected-cols__31578__auto__)]
(if
(clojure.core/>= 1 cols-count__31579__auto__)
(clojure.core/apply
tablecloth.column.api.operators/sum
(clojure.core/apply
clojure.core/vector
selected-cols__31580__auto__))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation."))))))]
(tablecloth.api.aggregate/aggregate ds aggregator__31576__auto__))))
(defn
pos?
"Applies the operation tablecloth.column.api.operators/pos? to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. This operation takes a maximum of 1 columns, so\n `columns-selector` can yield no more than that many columns.\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector options]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [options])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/pos?)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation."))))))
([ds target-col columns-selector]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/pos?)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation.")))))))
(defn
shift
"Applies the operation tablecloth.column.api.operators/shift to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. This operation takes a maximum of 1 columns, so\n `columns-selector` can yield no more than that many columns.\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector n]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [n])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/shift)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation.")))))))
(defn
ceil
"Applies the operation tablecloth.column.api.operators/ceil to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. This operation takes a maximum of 1 columns, so\n `columns-selector` can yield no more than that many columns.\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector options]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [options])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/ceil)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation."))))))
([ds target-col columns-selector]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/ceil)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation.")))))))
(defn
bit-xor
"Applies the operation tablecloth.column.api.operators/bit-xor to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. null\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [])]
(if
(clojure.core/>=
##Inf
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/bit-xor)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation.")))))))
(defn
unsigned-bit-shift-right
"Applies the operation tablecloth.column.api.operators/unsigned-bit-shift-right to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. null\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [])]
(if
(clojure.core/>=
##Inf
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply
tablecloth.column.api.operators/unsigned-bit-shift-right)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw
(java.lang.Exception.
(clojure.core/str
"Exceeded maximum number of columns allowed for operation.")))))))
(defn
neg?
"Applies the operation tablecloth.column.api.operators/neg? to the columns selected by\n `columns-selector` and returns a new ds with the the result in\n `target-col`. This operation takes a maximum of 1 columns, so\n `columns-selector` can yield no more than that many columns.\n \n `columns-selector can be:\n - name\n - sequence of names\n - map of names with new names (rename)\n - function which filter names (via column metadata)"
([ds target-col columns-selector options]
(let
[selected-cols__31581__auto__
(clojure.core/apply
clojure.core/vector
(tablecloth.api.dataset/columns
(tablecloth.api.columns/select-columns ds columns-selector)))
args-to-pass__31582__auto__
(clojure.core/concat selected-cols__31581__auto__ [options])]
(if
(clojure.core/>=
1
(clojure.core/count selected-cols__31581__auto__))
(clojure.core/->>
args-to-pass__31582__auto__
(clojure.core/apply tablecloth.column.api.operators/neg?)
(tablecloth.api.columns/add-or-replace-column ds target-col))
(throw