@callback abs(s()) :: s()

@callback acos(s()) :: s()

@callback add(out_dtype :: dtype(), s(), s()) :: s()

@callback all?(s()) :: boolean() | lazy_s()

@callback all_equal(s(), s()) :: boolean() | lazy_s()

@callback any?(s()) :: boolean() | lazy_s()

@callback argmax(s()) :: number() | non_finite() | lazy_s() | nil

@callback argmin(s()) :: number() | non_finite() | lazy_s() | nil

@callback argsort(
  s(),
  descending? :: boolean(),
  maintain_order? :: boolean(),
  multithreaded? :: boolean(),
  nulls_last? :: boolean()
) :: s()

@callback asin(s()) :: s()

@callback at(s(), idx :: integer()) :: s()

@callback at_every(s(), integer()) :: s()

@callback atan(s()) :: s()

@callback binary_and(s(), s()) :: s()

@callback binary_in(s(), s()) :: s()

@callback binary_or(s(), s()) :: s()

@callback cast(s(), dtype()) :: s()

@callback categories(s()) :: s()

@callback categorise(s(), s()) :: s()

@callback ceil(s()) :: s()

@callback clip(s(), number(), number()) :: s()

@callback coalesce(s(), s()) :: s()

@callback concat([s()]) :: s()

@callback contains(s(), String.t()) :: s()

@callback correlation(s(), s(), ddof :: non_neg_integer(), method :: atom()) ::
  float() | non_finite() | lazy_s() | nil

@callback cos(s()) :: s()

@callback count(s()) :: number() | lazy_s()

@callback count_matches(s(), String.t()) :: s()

@callback covariance(s(), s(), ddof :: non_neg_integer()) ::
  float() | non_finite() | lazy_s() | nil

@callback cumulative_max(s(), reverse? :: boolean()) :: s()

@callback cumulative_min(s(), reverse? :: boolean()) :: s()

@callback cumulative_product(s(), reverse? :: boolean()) :: s()

@callback cumulative_sum(s(), reverse? :: boolean()) :: s()

@callback cut(
  s(),
  bins :: [float()],
  labels :: option([String.t()]),
  break_point_label :: option(String.t()),
  category_label :: option(String.t()),
  left_close :: boolean(),
  include_breaks :: boolean()
) :: df()

@callback day_of_week(s()) :: s()

@callback day_of_year(s()) :: s()

@callback distinct(s()) :: s()

@callback divide(out_dtype :: dtype(), s(), s()) :: s()

@callback downcase(s()) :: s()

@callback equal(s(), s()) :: s()

@callback ewm_mean(
  s(),
  alpha :: float(),
  adjust :: boolean(),
  min_periods :: integer(),
  ignore_nils :: boolean()
) :: s()

@callback ewm_standard_deviation(
  s(),
  alpha :: float(),
  adjust :: boolean(),
  bias :: boolean(),
  min_periods :: integer(),
  ignore_nils :: boolean()
) :: s()

@callback ewm_variance(
  s(),
  alpha :: float(),
  adjust :: boolean(),
  bias :: boolean(),
  min_periods :: integer(),
  ignore_nils :: boolean()
) :: s()

@callback exp(s()) :: s()

@callback field(s(), String.t()) :: s()

@callback fill_missing_with_strategy(s(), :backward | :forward | :min | :max | :mean) ::
  s()

@callback fill_missing_with_value(s(), :nan | valid_types()) :: s()

@callback first(s()) :: valid_types() | lazy_s()

@callback floor(s()) :: s()

@callback format([s()]) :: s()

@callback frequencies(s()) :: df()

@callback from_binary(binary(), dtype()) :: s()

@callback from_list(list(), dtype()) :: s()

@callback greater(s(), s()) :: s()

@callback greater_equal(s(), s()) :: s()

@callback head(s(), n :: integer()) :: s()

@callback hour(s()) :: s()

@callback inspect(s(), opts :: Inspect.Opts.t()) :: Inspect.Algebra.t()

@callback is_finite(s()) :: s()

@callback is_infinite(s()) :: s()

@callback is_nan(s()) :: s()

@callback is_nil(s()) :: s()

@callback is_not_nil(s()) :: s()

@callback join(s(), String.t()) :: s()

@callback json_decode(s(), dtype()) :: s()

@callback json_path_match(s(), String.t()) :: s()

@callback last(s()) :: valid_types() | lazy_s()

@callback lengths(s()) :: s()

@callback less(s(), s()) :: s()

@callback less_equal(s(), s()) :: s()

@callback log(argument :: s()) :: s()

@callback log(argument :: s(), base :: float()) :: s()

@callback lstrip(s(), String.t() | nil) :: s()

@callback mask(s(), mask :: s()) :: s()

@callback max(s()) ::
  number() | non_finite() | Date.t() | NaiveDateTime.t() | lazy_s() | nil

@callback mean(s()) :: float() | non_finite() | lazy_s() | nil

@callback median(s()) :: float() | non_finite() | lazy_s() | nil

@callback member?(s(), valid_types()) :: s()

@callback min(s()) ::
  number() | non_finite() | Date.t() | NaiveDateTime.t() | lazy_s() | nil

@callback minute(s()) :: s()

@callback mode(s()) :: s() | lazy_s()

@callback month(s()) :: s()

@callback multiply(out_dtype :: dtype(), s(), s()) :: s()

@callback n_distinct(s()) :: integer() | lazy_s()

@callback nil_count(s()) :: number() | lazy_s()

@callback not_equal(s(), s()) :: s()

@callback owner_export(s()) :: io_result(term())

@callback owner_import(term()) :: io_result(s())

@callback owner_reference(s()) :: reference() | nil

@callback peaks(s(), :max | :min) :: s()

@callback pow(out_dtype :: dtype(), s(), s()) :: s()

@callback product(s()) :: float() | non_finite() | lazy_s() | nil

@callback qcut(
  s(),
  quantiles :: [float()],
  labels :: option([String.t()]),
  break_point_label :: option(String.t()),
  category_label :: option(String.t()),
  allow_duplicates :: boolean(),
  left_close :: boolean(),
  include_breaks :: boolean()
) :: df()

@callback quantile(s(), float()) ::
  number() | non_finite() | Date.t() | NaiveDateTime.t() | lazy_s() | nil

@callback quotient(s(), s()) :: s()

@callback rank(
  s(),
  method :: atom(),
  descending :: boolean(),
  seed :: option(integer())
) :: s() | lazy_s()

@callback re_contains(s(), String.t()) :: s()

@callback re_count_matches(s(), String.t()) :: s()

@callback re_named_captures(s(), String.t()) :: s()

@callback re_replace(s(), String.t(), String.t()) :: s()

@callback re_scan(s(), String.t()) :: s()

@callback remainder(s(), s()) :: s()

@callback replace(s(), String.t(), String.t()) :: s()

@callback reverse(s()) :: s()

@callback round(s(), decimals :: non_neg_integer()) :: s()

@callback row_index(s()) :: s() | lazy_s()

@callback rstrip(s(), String.t() | nil) :: s()

@callback sample(
  s(),
  n_or_frac :: number(),
  replacement :: boolean(),
  shuffle :: boolean(),
  seed :: option(integer())
) :: s()

@callback second(s()) :: s()

@callback select(predicate :: s(), s(), s()) :: s()

@callback shift(s(), offset :: integer(), default :: nil) :: s()

@callback sin(s()) :: s()

@callback size(s()) :: non_neg_integer() | lazy_s()

@callback skew(s(), bias? :: boolean()) :: float() | non_finite() | lazy_s() | nil

@callback slice(s(), indices :: list() | s()) :: s()

@callback slice(s(), offset :: integer(), length :: integer()) :: s()

@callback sort(
  s(),
  descending? :: boolean(),
  maintain_order? :: boolean(),
  multithreaded? :: boolean(),
  nulls_last? :: boolean()
) :: s()

@callback split(s(), String.t()) :: s()

@callback split_into(s(), String.t(), [String.t() | atom()]) :: s()

@callback standard_deviation(s(), ddof :: non_neg_integer()) ::
  float() | non_finite() | lazy_s() | nil

@callback strftime(s(), String.t()) :: s()

@callback strip(s(), String.t() | nil) :: s()

@callback strptime(s(), String.t()) :: s()

@callback substring(s(), integer(), non_neg_integer() | nil) :: s()

@callback subtract(out_dtype :: dtype(), s(), s()) :: s()

@callback sum(s()) :: number() | non_finite() | lazy_s() | nil

@callback tail(s(), n :: integer()) :: s()

@callback tan(s()) :: s()

@callback to_iovec(s()) :: [binary()]

@callback to_list(s()) :: list()

@callback transform(s(), (... -> any())) :: s()

@callback unary_not(s()) :: s()

@callback unordered_distinct(s()) :: s()

@callback upcase(s()) :: s()

@callback variance(s(), ddof :: non_neg_integer()) ::
  float() | non_finite() | lazy_s() | nil

@callback week_of_year(s()) :: s()

@callback window_max(
  s(),
  window_size :: integer(),
  weights :: [float()] | nil,
  min_periods :: integer() | nil,
  center :: boolean()
) :: s()

@callback window_mean(
  s(),
  window_size :: integer(),
  weights :: [float()] | nil,
  min_periods :: integer() | nil,
  center :: boolean()
) :: s()

@callback window_median(
  s(),
  window_size :: integer(),
  weights :: [float()] | nil,
  min_periods :: integer() | nil,
  center :: boolean()
) :: s()

@callback window_min(
  s(),
  window_size :: integer(),
  weights :: [float()] | nil,
  min_periods :: integer() | nil,
  center :: boolean()
) :: s()

@callback window_standard_deviation(
  s(),
  window_size :: integer(),
  weights :: [float()] | nil,
  min_periods :: integer() | nil,
  center :: boolean()
) :: s()

@callback window_sum(
  s(),
  window_size :: integer(),
  weights :: [float()] | nil,
  min_periods :: integer() | nil,
  center :: boolean()
) :: s()

@callback year(s()) :: s()