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46 changes: 22 additions & 24 deletions src/tablecloth/api/lift_operators.clj
Original file line number Diff line number Diff line change
Expand Up @@ -42,13 +42,13 @@
(format
"Applies the operation %s to the columns selected by
`columns-selector` and returns a new ds with the the result in
`target-col`. %s
`target-col`.

`columns-selector can be:
- name
- sequence of names
- map of names with new names (rename)
- function which filter names (via column metadata)"
columns-selector can be:
- name
- sequence of names
- map of names with new names (rename)
- function which filter names (via column metadata)"
fn-sym
(when (< max-allowed Double/POSITIVE_INFINITY)
(format
Expand All @@ -66,42 +66,40 @@
[fn-sym {:keys [return-ds? make-aggregator?]
:or {return-ds? false
make-aggregator? false}}]
(let [defn (symbol "defn")
let (symbol "let")
arglists (get-arglists fn-sym)
(let [arglists (get-arglists fn-sym)
max-cols (max-cols-allowed arglists)
lifted-arglists (convert-arglists arglists return-ds?)
new-fn-sym (symbol (name fn-sym))
new-docstring (build-docstring fn-sym)]
`(~defn ~new-fn-sym
`(~'defn ~new-fn-sym
~new-docstring
~@(for [args lifted-arglists]
(if make-aggregator?
;; build an aggregator fn
`(~args
(~let [aggregator#
(fn [ds#]
(~let [ds-with-selected-cols#
(~'let [aggregator#
(~'fn [ds#]
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ds# -> ~'ds - it will generate more clean code

(~'let [ds-with-selected-cols#
(select-columns ds# ~'columns-selector)
cols-count#
(-> ds-with-selected-cols#
(~'-> ds-with-selected-cols#
column-names
count)
~'count)
selected-cols# (columns ds-with-selected-cols#)]
(if (>= ~max-cols cols-count#)
(apply ~fn-sym (apply vector selected-cols#))
(throw (Exception. (str "Exceeded maximum number of columns allowed for operation."))))))]
(~'if (>= ~max-cols cols-count#)
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@genmeblog genmeblog May 19, 2024

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>= is missed

(~'apply ~fn-sym (~'apply ~'vector selected-cols#))
(throw (Exception. (~'str "Exceeded maximum number of columns allowed for operation."))))))]
(aggregate ~'ds aggregator#)))
;; build either a fn that returns a dataset or the result of the operation
`(~args
(~let [selected-cols# (apply vector (columns
(~'let [selected-cols# (~'apply ~'vector (columns
(select-columns ~'ds ~'columns-selector)))
args-to-pass# (concat selected-cols# [~@(drop 3 args)])]
(if (>= ~max-cols (count selected-cols#))
(->> args-to-pass#
(apply ~fn-sym)
args-to-pass# (~'concat selected-cols# [~@(drop 3 args)])]
(~'if (>= ~max-cols (~'count selected-cols#))
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Also here: >=

(~'->> args-to-pass#
(~'apply ~fn-sym)
~(if return-ds? `(add-or-replace-column ~'ds ~'target-col) `(identity)))
(throw (Exception. (str "Exceeded maximum number of columns allowed for operation.")))))))))))
(throw (Exception. (~'str "Exceeded maximum number of columns allowed for operation.")))))))))))

(def serialized-lift-fn-lookup
{'[distance
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