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query_helper.rb
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# coding: utf-8
module Mondrian::REST
module QueryHelper
VALID_FILTER_OPS = [
'>', '<', '>=', '<=', '=', '<>'
].freeze
VALID_FILTER_RE = /(?<measure>[a-zA-Z0-9\-!$%^&*()_+|@#~`{}\[\]:";'?,.\/\s]+)\s*(?<operand>#{VALID_FILTER_OPS.join("|")})\s*(?<value>-?\d+\.?\d*)/
MEMBER_METHODS = %w[Caption Key Name UniqueName].freeze
def unparse_node(node)
sw = java.io.StringWriter.new
ptw = org.olap4j.mdx.ParseTreeWriter.new(sw)
node.unparse(ptw)
sw.toString
end
def get_dimension(cube, dname)
cube_dimensions = cube.dimensions
.find_all { |d| d.dimension_type != :measures }
dim = cube_dimensions.find { |d| d.name == dname }
error!("Dimension #{dname} does not exist", 400) if dim.nil?
dim
end
def get_member(cube, member_exp)
cube.member(member_exp)
rescue Java::JavaLang::IllegalArgumentException
error!("Illegal expression: #{member_exp}", 400)
end
def get_named_set(cube, named_set_exp)
nss = cube.named_sets
nss.find { |ns| ns.name == named_set_exp }
end
##
# Parses a string containing a 'cut' expression
# It can be a set (`{Dim.Mem, Dim2.Mem2}`), a range (`([Time].[Year].[1997]:[Time].[Year].[1998])`), a member identifier (`[Time].[Year].[1998]`) or a NamedSet.
def parse_cut(cube, cut_expr)
p = mdx_parser.parseExpression(cut_expr)
case p
when org.olap4j.mdx.CallNode
case p.getOperatorName
when '{}'
# check that the set contains only Members of a single dimension level
set_members = p.getArgList.map do |id_node|
get_member(cube, unparse_node(id_node))
end
if set_members.any?(&:nil?)
error!('Illegal cut. Unknown member in cut set', 400)
end
ls = set_members.map(&:raw_level).uniq
error!('Illegal cut: ' + cut_expr, 400) unless ls.size == 1
{ level: ls.first, cut: unparse_node(p), type: :set, set_members: set_members }
when '()'
# check that the range contains a valid range
unless p.getArgList.first.is_a?(org.olap4j.mdx.CallNode) \
&& (p.getArgList.first.getOperatorName == ':')
error!('Illegal cut: ' + cut_expr, 400)
end
ls = p.getArgList.first.getArgList.map do |id_node|
get_member(cube, unparse_node(id_node)).raw_level
end.uniq
error!('Illegal cut: ' + cut_expr, 400) unless ls.size == 1
{ level: ls.first, cut: unparse_node(p), type: :range }
else
error!('Illegal cut: ' + cut_expr, 400)
end
when org.olap4j.mdx.IdentifierNode
# does cut_expr look like a NamedSet?
s = get_named_set(cube, cut_expr)
return { level: nil, cut: cut_expr, type: :named_set } unless s.nil?
# if `cut_expr` looks like a member, check that it's level is
# equal to `level`
m = get_member(cube, cut_expr)
if m.nil?
error!("Illegal cut: #{cut_expr} — Member does not exist", 400)
end
{ level: m.raw_level, cut: cut_expr, type: :member }
else
error!('Illegal cut: ' + cut_expr, 400)
end
end
##
# Parses a drilldown specification
# XXX TODO write doc
def parse_drilldown(cube, drilldown)
# check if the drilldown is a named set
named_sets = cube.named_sets
if (ns = named_sets.find { |ns| ns.name == drilldown })
return ns
end
begin
s = org.olap4j.mdx.IdentifierNode.parseIdentifier(drilldown).getSegmentList
rescue Java::JavaLang::IllegalArgumentException
error!("Illegal drilldown specification: #{drilldown}", 400)
end
if s.size > 3 || s.map(&:quoting).any? { |q| q.name == 'KEY' }
error!("Illegal drilldown specification: #{drilldown}", 400)
return
end
dimension = get_dimension(cube, s.first.name)
hierarchy = dimension.hierarchies.first
level = hierarchy.levels[hierarchy.has_all? ? 1 : 0]
if s.size > 1
if s.size == 3 # 3 parts, means that a hierarchy was provided
hierarchy = dimension.hierarchies.find { |h_| h_.name == s[1].name }
if hierarchy.nil?
error!("Hierarchy `#{s[1].name}` does not exist in dimension #{dimension.name}", 404)
end
end
level = hierarchy.levels.find { |l_| l_.name == s[s.size - 1].name }
if level.nil?
error!("Level `#{s[1].name}` does not exist in #{dimension.name}", 404)
end
end
level
end
def parse_measure_filter(cube, filter)
m = VALID_FILTER_RE.match(filter)
error!("Filter clause #{filter} is invalid", 400) if m.nil?
unless cube.valid_measure?(m['measure'].strip)
error!("Invalid filter: measure #{m['measure'].strip} does not exist", 400)
end
{
measure: m['measure'].strip,
operand: m['operand'].strip,
value: m['value'].strip
}
end
def parse_order(cube, order, order_desc)
begin
s = org.olap4j.mdx.IdentifierNode.parseIdentifier(order).getSegmentList.map(&:getName)
rescue Java::JavaLang::IllegalArgumentException
error!("Invalid order specification: #{order}", 400)
end
if s[0] == 'Measures'
error!("Invalid measure in order: #{s[1]}", 400) unless cube.valid_measure?(s[1])
return {
order: cube.measure(s[1]).full_name,
desc: order_desc
}
else # ordering by a property
# we need at least dim.level.property
error!('Invalid order: specify at least [Dimension].[Level].[Property]', 400) if s.size < 3
lvl = cube.level(*s[0..-2])
error!("Invalid order: level #{s[0..-2].join('.')} not found", 400) if lvl.nil?
last = if MEMBER_METHODS.include?(s.last)
s.last
else
prop = lvl.property(s[-1])
error!("Invalid order: property #{order} not found", 400) if prop.nil?
"Properties('#{s.last}')"
end
return {
order: s[0..-2].map do |n|
Java::MondrianOlap::Util.quoteMdxIdentifier(n)
end.join('.') + '.CurrentMember.' + last,
desc: order_desc
}
end
end
def build_query(cube, options = {})
measure_members = cube.dimension('Measures').hierarchy.levels.first.members
options = {
'cut' => [],
'drilldown' => [],
'measures' => [measure_members.first.name],
'nonempty' => false,
'distinct' => false,
'filter' => [],
'order' => nil,
'order_desc' => false,
'offset' => nil,
'limit' => nil
}.merge(options)
# validate measures exist
cm_names = measure_members.map(&:name)
options['measures'].each do |m|
error!("Measure #{m} does not exist in cube #{cube.name}", 400) unless cm_names.include?(m)
end
filters = options['filter'].map { |f| parse_measure_filter(cube, f) }
# measures go in axis(0) of the resultset
query = olap.from(cube.name)
.axis(0,
*options['measures'].map do |m|
measure_members.find { |cm| cm.name == m }.full_name
end)
query = query.nonempty if options['nonempty']
query_axes = options['drilldown'].map { |dd| parse_drilldown(cube, dd) }
slicer_axis = options['cut'].each_with_object({}) do |cut_expr, h|
pc = parse_cut(cube, cut_expr)
h[pc[:level]] = pc
end
dd = query_axes.map do |qa|
# if drilling down on a named set
if qa.is_a?(Java::MondrianOlap4j::MondrianOlap4jNamedSet)
"[#{qa.name}]"
# there's a slice (cut) on this axis
elsif slicer_axis[qa.raw_level]
cut = slicer_axis.delete(qa.raw_level)
case cut[:type]
when :member
"{#{cut[:cut]}}"
else
cut[:cut]
end
elsif cut = slicer_axis.find do |lvl, cut|
next if cut[:type] == :named_set
qa.raw_level.hierarchy == lvl.hierarchy && lvl.depth < qa.depth
end
slicer_axis.delete(cut[0])
cut = cut[1]
case cut[:type]
when :member
"DESCENDANTS(#{cut[:cut]}, #{qa.unique_name})"
when :set
# TODO
'{' + cut[:set_members].map do |m|
"DESCENDANTS(#{m.full_name}, #{qa.unique_name})"
end.join(',') + '}'
when :range
# TODO
raise 'Unsupported operation'
end
else
qa.unique_name + '.Members'
end
end
unless dd.empty?
# Cross join all the drilldowns
axis_exp = if dd.size == 1
dd
else dd.size > 1
cross = "Crossjoin(#{dd.pop(2).join(', ')})"
while !dd.empty?
cross = "Crossjoin(#{dd.pop}, #{cross})"
end
cross
end
# Apply filters
unless filters.empty?
filter_exp = filters.map { |f| "[Measures].[#{f[:measure]}] #{f[:operand]} #{f[:value]}" }.join(' AND ')
axis_exp = "FILTER(#{axis_exp}, #{filter_exp})"
end
unless options['order'].nil?
order = parse_order(cube, options['order'], options['order_desc'])
axis_exp = "ORDER(#{axis_exp}, #{order[:order]}, #{order[:desc] ? 'BDESC' : 'BASC'})"
end
# TODO: Apply pagination
unless options['offset'].nil?
axis_exp = if options['limit'].nil?
"SUBSET(#{axis_exp}, #{options['offset']})"
else
"SUBSET(#{axis_exp}, #{options['offset']}, #{options['limit']})"
end
end
query = query.axis(1, axis_exp)
end
query = query.distinct if options['distinct']
query = query.nonempty if options['nonempty']
# slicer axes (cut)
if slicer_axis.size >= 1
query = query.where(slicer_axis.values.map do |v|
if v[:type] == :named_set
"[#{v[:cut]}]"
else
v[:cut]
end
end.join(' * '))
end
query
end
end
end