Merge pull request #2122 from c-blake/devel

Update collections/tables.nim as with sets.nim
This commit is contained in:
Andreas Rumpf
2015-02-15 15:04:04 +01:00
4 changed files with 162 additions and 78 deletions

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@@ -276,7 +276,7 @@ proc excl*[A](s: var HashSet[A], key: A) =
if isEmpty(s.data[i].hcode): # end of collision cluster; So all done
return
r = s.data[i].hcode and msk # "home" location of key@i
s.data[j] = s.data[i] # data[j] will be marked EMPTY next loop
shallowCopy(s.data[j], s.data[i]) # data[j] will be marked EMPTY next loop
proc excl*[A](s: var HashSet[A], other: HashSet[A]) =
## Excludes everything in `other` from `s`.
@@ -313,9 +313,9 @@ proc init*[A](s: var HashSet[A], initialSize=64) =
## Initializes a hash set.
##
## The `initialSize` parameter needs to be a power of two. You can use
## `math.nextPowerOfTwo() <math.html#nextPowerOfTwo>`_ to guarantee that at
## runtime. All set variables have to be initialized before you can use them
## with other procs from this module with the exception of `isValid()
## `math.nextPowerOfTwo() <math.html#nextPowerOfTwo>`_ or `rightSize` to
## guarantee that at runtime. All set variables must be initialized before
## use with other procs from this module with the exception of `isValid()
## <#isValid,TSet[A]>`_ and `len() <#len,TSet[A]>`_.
##
## You can call this proc on a previously initialized hash set, which will
@@ -719,9 +719,9 @@ proc init*[A](s: var OrderedSet[A], initialSize=64) =
## Initializes an ordered hash set.
##
## The `initialSize` parameter needs to be a power of two. You can use
## `math.nextPowerOfTwo() <math.html#nextPowerOfTwo>`_ to guarantee that at
## runtime. All set variables have to be initialized before you can use them
## with other procs from this module with the exception of `isValid()
## `math.nextPowerOfTwo() <math.html#nextPowerOfTwo>`_ or `rightSize` to
## guarantee that at runtime. All set variables must be initialized before
## use with other procs from this module with the exception of `isValid()
## <#isValid,TOrderedSet[A]>`_ and `len() <#len,TOrderedSet[A]>`_.
##
## You can call this proc on a previously initialized ordered hash set to

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@@ -71,8 +71,7 @@ import
{.pragma: myShallow.}
type
SlotEnum = enum seEmpty, seFilled, seDeleted
KeyValuePair[A, B] = tuple[slot: SlotEnum, key: A, val: B]
KeyValuePair[A, B] = tuple[hcode: THash, key: A, val: B]
KeyValuePairSeq[A, B] = seq[KeyValuePair[A, B]]
Table* {.myShallow.}[A, B] = object ## generic hash table
data: KeyValuePairSeq[A, B]
@@ -84,6 +83,14 @@ type
when not defined(nimhygiene):
{.pragma: dirty.}
# hcode for real keys cannot be zero. hcode==0 signifies an empty slot. These
# two procs retain clarity of that encoding without the space cost of an enum.
proc isEmpty(hcode: THash): bool {.inline.} =
result = hcode == 0
proc isFilled(hcode: THash): bool {.inline.} =
result = hcode != 0
proc len*[A, B](t: Table[A, B]): int =
## returns the number of keys in `t`.
result = t.counter
@@ -91,28 +98,28 @@ proc len*[A, B](t: Table[A, B]): int =
iterator pairs*[A, B](t: Table[A, B]): tuple[key: A, val: B] =
## iterates over any (key, value) pair in the table `t`.
for h in 0..high(t.data):
if t.data[h].slot == seFilled: yield (t.data[h].key, t.data[h].val)
if isFilled(t.data[h].hcode): yield (t.data[h].key, t.data[h].val)
iterator mpairs*[A, B](t: var Table[A, B]): tuple[key: A, val: var B] =
## iterates over any (key, value) pair in the table `t`. The values
## can be modified.
for h in 0..high(t.data):
if t.data[h].slot == seFilled: yield (t.data[h].key, t.data[h].val)
if isFilled(t.data[h].slot): yield (t.data[h].key, t.data[h].val)
iterator keys*[A, B](t: Table[A, B]): A =
## iterates over any key in the table `t`.
for h in 0..high(t.data):
if t.data[h].slot == seFilled: yield t.data[h].key
if isFilled(t.data[h].hcode): yield t.data[h].key
iterator values*[A, B](t: Table[A, B]): B =
## iterates over any value in the table `t`.
for h in 0..high(t.data):
if t.data[h].slot == seFilled: yield t.data[h].val
if isFilled(t.data[h].hcode): yield t.data[h].val
iterator mvalues*[A, B](t: var Table[A, B]): var B =
## iterates over any value in the table `t`. The values can be modified.
for h in 0..high(t.data):
if t.data[h].slot == seFilled: yield t.data[h].val
if isFilled(t.data[h].hcode): yield t.data[h].val
const
growthFactor = 2
@@ -121,26 +128,57 @@ proc mustRehash(length, counter: int): bool {.inline.} =
assert(length > counter)
result = (length * 2 < counter * 3) or (length - counter < 4)
proc nextTry(h, maxHash: THash): THash {.inline.} =
result = ((5 * h) + 1) and maxHash
proc rightSize*(count: int): int {.inline.} =
## Return the value of `initialSize` to support `count` items.
##
## If more items are expected to be added, simply add that
## expected extra amount to the parameter before calling this.
##
## Internally, we want mustRehash(rightSize(x), x) == false.
result = nextPowerOfTwo(count * 3 div 2 + 4)
template rawGetImpl() {.dirty.} =
var h: THash = hash(key) and high(t.data) # start with real hash value
while t.data[h].slot != seEmpty:
if t.data[h].key == key and t.data[h].slot == seFilled:
proc nextTry(h, maxHash: THash): THash {.inline.} =
result = (h + 1) and maxHash
template rawGetKnownHCImpl() {.dirty.} =
var h: THash = hc and high(t.data) # start with real hash value
while isFilled(t.data[h].hcode):
# Compare hc THEN key with boolean short circuit. This makes the common case
# zero ==key's for missing (e.g.inserts) and exactly one ==key for present.
# It does slow down succeeding lookups by one extra THash cmp&and..usually
# just a few clock cycles, generally worth it for any non-integer-like A.
if t.data[h].hcode == hc and t.data[h].key == key:
return h
h = nextTry(h, high(t.data))
result = -1
result = -1 - h # < 0 => MISSING; insert idx = -1 - result
template rawGetImpl() {.dirty.} =
hc = hash(key)
if hc == 0: # This almost never taken branch should be very predictable.
hc = 314159265 # Value doesn't matter; Any non-zero favorite is fine.
rawGetKnownHCImpl()
template rawGetDeepImpl() {.dirty.} = # Search algo for unconditional add
hc = hash(key)
if hc == 0:
hc = 314159265
var h: THash = hc and high(t.data)
while isFilled(t.data[h].hcode):
h = nextTry(h, high(t.data))
result = h
template rawInsertImpl() {.dirty.} =
var h: THash = hash(key) and high(data)
while data[h].slot == seFilled:
h = nextTry(h, high(data))
data[h].key = key
data[h].val = val
data[h].slot = seFilled
data[h].hcode = hc
proc rawGet[A, B](t: Table[A, B], key: A): int =
proc rawGetKnownHC[A, B](t: Table[A, B], key: A, hc: THash): int {.inline.} =
rawGetKnownHCImpl()
proc rawGetDeep[A, B](t: Table[A, B], key: A, hc: var THash): int {.inline.} =
rawGetDeepImpl()
proc rawGet[A, B](t: Table[A, B], key: A, hc: var THash): int {.inline.} =
rawGetImpl()
proc `[]`*[A, B](t: Table[A, B], key: A): B =
@@ -148,55 +186,68 @@ proc `[]`*[A, B](t: Table[A, B], key: A): B =
## default empty value for the type `B` is returned
## and no exception is raised. One can check with ``hasKey`` whether the key
## exists.
var index = rawGet(t, key)
var hc: THash
var index = rawGet(t, key, hc)
if index >= 0: result = t.data[index].val
proc mget*[A, B](t: var Table[A, B], key: A): var B =
## retrieves the value at ``t[key]``. The value can be modified.
## If `key` is not in `t`, the ``EInvalidKey`` exception is raised.
var index = rawGet(t, key)
var hc: THash
var index = rawGet(t, key, hc)
if index >= 0: result = t.data[index].val
else: raise newException(KeyError, "key not found: " & $key)
iterator allValues*[A, B](t: Table[A, B]; key: A): B =
## iterates over any value in the table `t` that belongs to the given `key`.
var h: THash = hash(key) and high(t.data)
while t.data[h].slot != seEmpty:
if t.data[h].key == key and t.data[h].slot == seFilled:
while isFilled(t.data[h].hcode):
if t.data[h].key == key:
yield t.data[h].val
h = nextTry(h, high(t.data))
proc hasKey*[A, B](t: Table[A, B], key: A): bool =
## returns true iff `key` is in the table `t`.
result = rawGet(t, key) >= 0
var hc: THash
result = rawGet(t, key, hc) >= 0
proc rawInsert[A, B](t: var Table[A, B], data: var KeyValuePairSeq[A, B],
key: A, val: B) =
key: A, val: B, hc: THash, h: THash) =
rawInsertImpl()
proc enlarge[A, B](t: var Table[A, B]) =
var n: KeyValuePairSeq[A, B]
newSeq(n, len(t.data) * growthFactor)
for i in countup(0, high(t.data)):
if t.data[i].slot == seFilled: rawInsert(t, n, t.data[i].key, t.data[i].val)
swap(t.data, n)
for i in countup(0, high(n)):
if isFilled(n[i].hcode):
var j = -1 - rawGetKnownHC(t, n[i].key, n[i].hcode)
rawInsert(t, t.data, n[i].key, n[i].val, n[i].hcode, j)
template addImpl() {.dirty.} =
if mustRehash(len(t.data), t.counter): enlarge(t)
rawInsert(t, t.data, key, val)
var hc: THash
var j = rawGetDeep(t, key, hc)
rawInsert(t, t.data, key, val, hc, j)
inc(t.counter)
template putImpl() {.dirty.} =
var index = rawGet(t, key)
var hc: THash
var index = rawGet(t, key, hc)
if index >= 0:
t.data[index].val = val
else:
addImpl()
if mustRehash(len(t.data), t.counter):
enlarge(t)
index = rawGetKnownHC(t, key, hc)
rawInsert(t, t.data, key, val, hc, -1 - index)
inc(t.counter)
when false:
# not yet used:
template hasKeyOrPutImpl() {.dirty.} =
var index = rawGet(t, key)
var hc: THash
var index = rawGet(t, key, hc)
if index >= 0:
t.data[index].val = val
result = true
@@ -213,20 +264,37 @@ proc `[]=`*[A, B](t: var Table[A, B], key: A, val: B) =
proc add*[A, B](t: var Table[A, B], key: A, val: B) =
## puts a new (key, value)-pair into `t` even if ``t[key]`` already exists.
addImpl()
template doWhile(a: expr, b: stmt): stmt =
while true:
b
if not a: break
proc del*[A, B](t: var Table[A, B], key: A) =
## deletes `key` from hash table `t`.
let index = rawGet(t, key)
if index >= 0:
t.data[index].slot = seDeleted
var hc: THash
var i = rawGet(t, key, hc)
let msk = high(t.data)
if i >= 0:
t.data[i].hcode = 0
dec(t.counter)
while true: # KnuthV3 Algo6.4R adapted for i=i+1 instead of i=i-1
var j = i # The correctness of this depends on (h+1) in nextTry,
var r = j # though may be adaptable to other simple sequences.
t.data[i].hcode = 0 # mark current EMPTY
doWhile ((i >= r and r > j) or (r > j and j > i) or (j > i and i >= r)):
i = (i + 1) and msk # increment mod table size
if isEmpty(t.data[i].hcode): # end of collision cluster; So all done
return
r = t.data[i].hcode and msk # "home" location of key@i
shallowCopy(t.data[j], t.data[i]) # data[j] will be marked EMPTY next loop
proc initTable*[A, B](initialSize=64): Table[A, B] =
## creates a new hash table that is empty.
##
## `initialSize` needs to be a power of two. If you need to accept runtime
## values for this you could use the ``nextPowerOfTwo`` proc from the
## `math <math.html>`_ module.
## `math <math.html>`_ module or the ``rightSize`` proc from this module.
assert isPowerOfTwo(initialSize)
result.counter = 0
newSeq(result.data, initialSize)
@@ -234,7 +302,7 @@ proc initTable*[A, B](initialSize=64): Table[A, B] =
proc toTable*[A, B](pairs: openArray[tuple[key: A,
val: B]]): Table[A, B] =
## creates a new hash table that contains the given `pairs`.
result = initTable[A, B](nextPowerOfTwo(pairs.len+10))
result = initTable[A, B](rightSize(pairs.len))
for key, val in items(pairs): result[key] = val
template dollarImpl(): stmt {.dirty.} =
@@ -252,7 +320,7 @@ template dollarImpl(): stmt {.dirty.} =
proc `$`*[A, B](t: Table[A, B]): string =
## The `$` operator for hash tables.
dollarImpl()
template equalsImpl() =
if s.counter == t.counter:
# different insertion orders mean different 'data' seqs, so we have
@@ -262,10 +330,10 @@ template equalsImpl() =
if not t.hasKey(key): return false
if t[key] != val: return false
return true
proc `==`*[A, B](s, t: Table[A, B]): bool =
equalsImpl()
proc indexBy*[A, B, C](collection: A, index: proc(x: B): C): Table[C, B] =
## Index the collection with the proc provided.
# TODO: As soon as supported, change collection: A to collection: A[B]
@@ -280,28 +348,28 @@ proc len*[A, B](t: TableRef[A, B]): int =
iterator pairs*[A, B](t: TableRef[A, B]): tuple[key: A, val: B] =
## iterates over any (key, value) pair in the table `t`.
for h in 0..high(t.data):
if t.data[h].slot == seFilled: yield (t.data[h].key, t.data[h].val)
if isFilled(t.data[h].hcode): yield (t.data[h].key, t.data[h].val)
iterator mpairs*[A, B](t: TableRef[A, B]): tuple[key: A, val: var B] =
## iterates over any (key, value) pair in the table `t`. The values
## can be modified.
for h in 0..high(t.data):
if t.data[h].slot == seFilled: yield (t.data[h].key, t.data[h].val)
if isFilled(t.data[h].hcode): yield (t.data[h].key, t.data[h].val)
iterator keys*[A, B](t: TableRef[A, B]): A =
## iterates over any key in the table `t`.
for h in 0..high(t.data):
if t.data[h].slot == seFilled: yield t.data[h].key
if isFilled(t.data[h].hcode): yield t.data[h].key
iterator values*[A, B](t: TableRef[A, B]): B =
## iterates over any value in the table `t`.
for h in 0..high(t.data):
if t.data[h].slot == seFilled: yield t.data[h].val
if isFilled(t.data[h].hcode): yield t.data[h].val
iterator mvalues*[A, B](t: TableRef[A, B]): var B =
## iterates over any value in the table `t`. The values can be modified.
for h in 0..high(t.data):
if t.data[h].slot == seFilled: yield t.data[h].val
if isFilled(t.data[h].hcode): yield t.data[h].val
proc `[]`*[A, B](t: TableRef[A, B], key: A): B =
## retrieves the value at ``t[key]``. If `key` is not in `t`,
@@ -326,7 +394,7 @@ proc `[]=`*[A, B](t: TableRef[A, B], key: A, val: B) =
proc add*[A, B](t: TableRef[A, B], key: A, val: B) =
## puts a new (key, value)-pair into `t` even if ``t[key]`` already exists.
t[].add(key, val)
proc del*[A, B](t: TableRef[A, B], key: A) =
## deletes `key` from hash table `t`.
t[].del(key)
@@ -360,7 +428,7 @@ proc newTableFrom*[A, B, C](collection: A, index: proc(x: B): C): TableRef[C, B]
type
OrderedKeyValuePair[A, B] = tuple[
slot: SlotEnum, next: int, key: A, val: B]
hcode: THash, next: int, key: A, val: B]
OrderedKeyValuePairSeq[A, B] = seq[OrderedKeyValuePair[A, B]]
OrderedTable* {.
myShallow.}[A, B] = object ## table that remembers insertion order
@@ -378,7 +446,7 @@ template forAllOrderedPairs(yieldStmt: stmt) {.dirty, immediate.} =
var h = t.first
while h >= 0:
var nxt = t.data[h].next
if t.data[h].slot == seFilled: yieldStmt
if isFilled(t.data[h].hcode): yieldStmt
h = nxt
iterator pairs*[A, B](t: OrderedTable[A, B]): tuple[key: A, val: B] =
@@ -409,7 +477,13 @@ iterator mvalues*[A, B](t: var OrderedTable[A, B]): var B =
forAllOrderedPairs:
yield t.data[h].val
proc rawGet[A, B](t: OrderedTable[A, B], key: A): int =
proc rawGetKnownHC[A, B](t: OrderedTable[A, B], key: A, hc: THash): int =
rawGetKnownHCImpl()
proc rawGetDeep[A, B](t: OrderedTable[A, B], key: A, hc: var THash): int {.inline.} =
rawGetDeepImpl()
proc rawGet[A, B](t: OrderedTable[A, B], key: A, hc: var THash): int =
rawGetImpl()
proc `[]`*[A, B](t: OrderedTable[A, B], key: A): B =
@@ -417,23 +491,26 @@ proc `[]`*[A, B](t: OrderedTable[A, B], key: A): B =
## default empty value for the type `B` is returned
## and no exception is raised. One can check with ``hasKey`` whether the key
## exists.
var index = rawGet(t, key)
var hc: THash
var index = rawGet(t, key, hc)
if index >= 0: result = t.data[index].val
proc mget*[A, B](t: var OrderedTable[A, B], key: A): var B =
## retrieves the value at ``t[key]``. The value can be modified.
## If `key` is not in `t`, the ``EInvalidKey`` exception is raised.
var index = rawGet(t, key)
var hc: THash
var index = rawGet(t, key, hc)
if index >= 0: result = t.data[index].val
else: raise newException(KeyError, "key not found: " & $key)
proc hasKey*[A, B](t: OrderedTable[A, B], key: A): bool =
## returns true iff `key` is in the table `t`.
result = rawGet(t, key) >= 0
var hc: THash
result = rawGet(t, key, hc) >= 0
proc rawInsert[A, B](t: var OrderedTable[A, B],
data: var OrderedKeyValuePairSeq[A, B],
key: A, val: B) =
key: A, val: B, hc: THash, h: THash) =
rawInsertImpl()
data[h].next = -1
if t.first < 0: t.first = h
@@ -446,12 +523,13 @@ proc enlarge[A, B](t: var OrderedTable[A, B]) =
var h = t.first
t.first = -1
t.last = -1
while h >= 0:
var nxt = t.data[h].next
if t.data[h].slot == seFilled:
rawInsert(t, n, t.data[h].key, t.data[h].val)
h = nxt
swap(t.data, n)
while h >= 0:
var nxt = n[h].next
if isFilled(n[h].hcode):
var j = -1 - rawGetKnownHC(t, n[h].key, n[h].hcode)
rawInsert(t, t.data, n[h].key, n[h].val, n[h].hcode, j)
h = nxt
proc `[]=`*[A, B](t: var OrderedTable[A, B], key: A, val: B) =
## puts a (key, value)-pair into `t`.
@@ -466,7 +544,7 @@ proc initOrderedTable*[A, B](initialSize=64): OrderedTable[A, B] =
##
## `initialSize` needs to be a power of two. If you need to accept runtime
## values for this you could use the ``nextPowerOfTwo`` proc from the
## `math <math.html>`_ module.
## `math <math.html>`_ module or the ``rightSize`` proc from this module.
assert isPowerOfTwo(initialSize)
result.counter = 0
result.first = -1
@@ -476,7 +554,7 @@ proc initOrderedTable*[A, B](initialSize=64): OrderedTable[A, B] =
proc toOrderedTable*[A, B](pairs: openArray[tuple[key: A,
val: B]]): OrderedTable[A, B] =
## creates a new ordered hash table that contains the given `pairs`.
result = initOrderedTable[A, B](nextPowerOfTwo(pairs.len+10))
result = initOrderedTable[A, B](rightSize(pairs.len))
for key, val in items(pairs): result[key] = val
proc `$`*[A, B](t: OrderedTable[A, B]): string =
@@ -537,7 +615,7 @@ template forAllOrderedPairs(yieldStmt: stmt) {.dirty, immediate.} =
var h = t.first
while h >= 0:
var nxt = t.data[h].next
if t.data[h].slot == seFilled: yieldStmt
if isFilled(t.data[h].hcode): yieldStmt
h = nxt
iterator pairs*[A, B](t: OrderedTableRef[A, B]): tuple[key: A, val: B] =
@@ -597,14 +675,14 @@ proc newOrderedTable*[A, B](initialSize=64): OrderedTableRef[A, B] =
##
## `initialSize` needs to be a power of two. If you need to accept runtime
## values for this you could use the ``nextPowerOfTwo`` proc from the
## `math <math.html>`_ module.
## `math <math.html>`_ module or the ``rightSize`` proc from this module.
new(result)
result[] = initOrderedTable[A, B]()
proc newOrderedTable*[A, B](pairs: openArray[tuple[key: A,
val: B]]): OrderedTableRef[A, B] =
## creates a new ordered hash table that contains the given `pairs`.
result = newOrderedTable[A, B](nextPowerOfTwo(pairs.len+10))
result = newOrderedTable[A, B](rightSize(pairs.len))
for key, val in items(pairs): result[key] = val
proc `$`*[A, B](t: OrderedTableRef[A, B]): string =
@@ -665,7 +743,7 @@ proc rawGet[A](t: CountTable[A], key: A): int =
while t.data[h].val != 0:
if t.data[h].key == key: return h
h = nextTry(h, high(t.data))
result = -1
result = -1 - h # < 0 => MISSING; insert idx = -1 - result
proc `[]`*[A](t: CountTable[A], key: A): int =
## retrieves the value at ``t[key]``. If `key` is not in `t`,
@@ -702,21 +780,27 @@ proc enlarge[A](t: var CountTable[A]) =
proc `[]=`*[A](t: var CountTable[A], key: A, val: int) =
## puts a (key, value)-pair into `t`. `val` has to be positive.
assert val > 0
putImpl()
var h = rawGet(t, key)
if h >= 0:
t.data[h].val = val
else:
h = -1 - h
t.data[h].key = key
t.data[h].val = val
proc initCountTable*[A](initialSize=64): CountTable[A] =
## creates a new count table that is empty.
##
## `initialSize` needs to be a power of two. If you need to accept runtime
## values for this you could use the ``nextPowerOfTwo`` proc from the
## `math <math.html>`_ module.
## `math <math.html>`_ module or the ``rightSize`` proc in this module.
assert isPowerOfTwo(initialSize)
result.counter = 0
newSeq(result.data, initialSize)
proc toCountTable*[A](keys: openArray[A]): CountTable[A] =
## creates a new count table with every key in `keys` having a count of 1.
result = initCountTable[A](nextPowerOfTwo(keys.len+10))
result = initCountTable[A](rightSize(keys.len))
for key in items(keys): result[key] = 1
proc `$`*[A](t: CountTable[A]): string =
@@ -827,13 +911,13 @@ proc newCountTable*[A](initialSize=64): CountTableRef[A] =
##
## `initialSize` needs to be a power of two. If you need to accept runtime
## values for this you could use the ``nextPowerOfTwo`` proc from the
## `math <math.html>`_ module.
## `math <math.html>`_ module or the ``rightSize`` method in this module.
new(result)
result[] = initCountTable[A](initialSize)
proc newCountTable*[A](keys: openArray[A]): CountTableRef[A] =
## creates a new count table with every key in `keys` having a count of 1.
result = newCountTable[A](nextPowerOfTwo(keys.len+10))
result = newCountTable[A](rightSize(keys.len))
for key in items(keys): result[key] = 1
proc `$`*[A](t: CountTableRef[A]): string =

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@@ -47,7 +47,7 @@ block tableTest1:
for y in 0..1:
assert t[(x,y)] == $x & $y
assert($t ==
"{(x: 0, y: 0): 00, (x: 0, y: 1): 01, (x: 1, y: 0): 10, (x: 1, y: 1): 11}")
"{(x: 0, y: 1): 01, (x: 0, y: 0): 00, (x: 1, y: 0): 10, (x: 1, y: 1): 11}")
block tableTest2:
var t = initTable[string, float]()

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@@ -302,7 +302,7 @@ template build_specification_lookup():
## Returns the table used to keep pointers to all of the specifications.
var result {.gensym.}: OrderedTable[string, ptr Tparameter_specification]
result = initOrderedTable[string, ptr Tparameter_specification](
nextPowerOfTwo(expected.len))
tables.rightSize(expected.len))
for i in 0..expected.len-1:
for param_to_detect in expected[i].names:
if result.hasKey(param_to_detect):