/// <summary>
/// Add to list of values corresponding to chain key
/// If list does not exist create it
/// </summary>
/// <param name="key"></param>
/// <param name="value"></param>
public void AddToChain(ChainKey key, string value)
{
if (!_chains.ContainsKey(key))
{
_chains.Add(key, new List <string>());
}
_chains[key].Add(value);
}
/// <summary>
/// Add to list of values corresponding to chain key
/// If list does not exist create it
/// </summary>
/// <param name="key"></param>
/// <param name="value"></param>
public void AddToChain(ChainKey key, string value)
{
if(!_chains.ContainsKey(key))
{
_chains.Add(key, new List<string>()) ;
}
_chains[key].Add(value) ;
}
/// <summary>
/// Get copy of List of values corresponding to passed in key
/// </summary>
/// <param name="key"></param>
/// <returns>copy of values corresponding to passed in key</returns>
public List<string> GetValues(ChainKey key)
{
List<string> retVals ;
if(!_chains.TryGetValue(key, out retVals))
{
throw new Exceptions.InvalidKey("Invalid key") ;
}
return retVals;
}
/// <summary>
/// Get copy of List of values corresponding to passed in key
/// </summary>
/// <param name="key"></param>
/// <returns>copy of values corresponding to passed in key</returns>
public List <string> GetValues(ChainKey key)
{
List <string> retVals;
if (!_chains.TryGetValue(key, out retVals))
{
throw new Exceptions.InvalidKey("Invalid key");
}
return(retVals);
}
public void T_GetValues()
{
ChainMap cm = InitSimpleChainMapp() ;
ChainKey keyNull = new ChainKey(new string[]{null, "word1"}) ;
ChainKey key1 = new ChainKey(new string[]{"word1", "word2"}) ;
ChainKey key2 = new ChainKey(new string[]{"word2", "word3"}) ;
ChainKey keyIncorrect = new ChainKey(new string[]{"word2", "word1"}) ;
CollectionAssert.AreEquivalent(cm.GetValues(keyNull), new List<string>{"valnull"}) ;
CollectionAssert.AreEquivalent(cm.GetValues(key1), new List<string>{"val1", "val3"}) ;
CollectionAssert.AreEquivalent(cm.GetValues(key2), new List<string>{"val2"}) ;
Assert.Throws(typeof(Exceptions.InvalidKey),
delegate { cm.GetValues(keyIncorrect);});
}
/// <summary>
/// Get next word. If the next natural word does not obey given predicate, throw exception
/// If we reach the end of the list get random key matching end condition passed in Reset
/// </summary>
/// <param name="condition"> Predicate next word must obey </param>
/// <returns></returns>
public string GetNextWord(Predicate <string> condition)
{
//If word generator has never been reset, reset with default values
if (!SubchainsInitialized)
{
ResetSubchains();
}
Predicate <string> realCondition = condition;
if (realCondition == null)
{
realCondition = _alwaysTrueCondition.WordCondition;
}
ChainKey currKey = _currKey;
string currWord = CurrentWord;
string[] newChainKeyVals = new string[currKey.Words.Length];
for (int i = 0; i < currKey.Words.Length - 1; i++)
{
newChainKeyVals[i] = currKey.Words[i + 1];
}
newChainKeyVals[currKey.Words.Length - 1] = currWord;
currKey = new ChainKey(newChainKeyVals);
List <string> potentialWords = null;
try
{
potentialWords = _chains.GetValues(currKey);
}
catch (Exceptions.InvalidKey)
{
//if we get here that means we hit the end of the list
newChainKeyVals = GetRandomKey(_onEndSubChains, ck => !ck.Equals(currKey)).Words;
currKey = new ChainKey(newChainKeyVals);
potentialWords = _chains.GetValues(currKey);
}
bool candidateFound = GetCandidate(potentialWords, condition, out currWord);
if (!candidateFound)
{
throw new Exceptions.NoPossibleElements("Unable to find a state matching given conditions");
}
_currKey = currKey;
CurrentWord = currWord;
return(currWord);
}
/// <summary>
/// Generate markov chains using input text
/// </summary>
public void GenerateChains()
{
//Split text
string[] splits = _text.Split();
List <string> advancedSplits = new List <string>();
foreach (string baseSplit in splits)
{
advancedSplits.AddRange(StringUtils.SplitAndKeep(baseSplit.ToLower(), _delims));
}
Chains = new ChainMap();
if (advancedSplits.Count < _chainSize * 2)
{
throw new Exceptions.InvalidArguments(string.Format("Chain size: {0} to small relative to text split {1}",
_chainSize, advancedSplits.Count));
}
//Insert null elements in the beginning so chains are created for the first _chainSize elements
for (int i = 0; i < _chainSize; i++)
{
advancedSplits.Insert(0, null);
}
List <string> .Enumerator listEnum = advancedSplits.GetEnumerator();
string[] chainWords = new string[_chainSize];
for (int i = 0; i < _chainSize; i++)
{
listEnum.MoveNext();
chainWords[i] = listEnum.Current;
}
while (listEnum.MoveNext())
{
string current = listEnum.Current;
ChainKey currKey = new ChainKey(chainWords);
Chains.AddToChain(currKey, current);
for (int i = 0; i < _chainSize - 1; i++)
{
chainWords[i] = chainWords[i + 1];
}
chainWords[_chainSize - 1] = current;
}
}
/// <summary>
/// Reset using currently existing initialCondition and onEndCondition
/// This should be a low cpu usage operation
/// </summary>
public void ResetReadOnly()
{
//verify if reset has never been called
if (!SubchainsInitialized)
{
throw new Exceptions.InitializationRequired("ResetReadOnly should be called after a regular reset");
}
//All chains and words should match condition so we can just get random
ChainKey currKey = GetRandomKey(_initialConditionSubKeys);
string currWord;
GetCandidate(_initialConditionSubChains.GetValues(currKey), null, out currWord);
CurrentWord = currWord;
_currKey = currKey;
}
public override bool Equals(object obj)
{
ChainKey other = obj as ChainKey;
if (other == null)
{
return(false);
}
if (other.Words.Length != Words.Length)
{
return(false);
}
//Ensure all words are equal
for (int i = 0; i < Words.Length; i++)
{
if (Words[i] != other.Words[i])
{
return(false);
}
}
return(true);
}
/// <summary>
/// Generate markov chains using input text
/// </summary>
public void GenerateChains()
{
//Split text
string[] splits = _text.Split() ;
List<string> advancedSplits = new List<string>() ;
foreach(string baseSplit in splits)
{
advancedSplits.AddRange(StringUtils.SplitAndKeep(baseSplit.ToLower(), _delims)) ;
}
Chains = new ChainMap() ;
if(advancedSplits.Count < _chainSize * 2)
{
throw new Exceptions.InvalidArguments(string.Format("Chain size: {0} to small relative to text split {1}",
_chainSize, advancedSplits.Count)) ;
}
//Insert null elements in the beginning so chains are created for the first _chainSize elements
for(int i = 0 ; i < _chainSize ; i++)
{
advancedSplits.Insert(0, null) ;
}
List<string>.Enumerator listEnum = advancedSplits.GetEnumerator() ;
string[] chainWords = new string[_chainSize] ;
for(int i = 0 ; i < _chainSize ; i++)
{
listEnum.MoveNext();
chainWords[i] = listEnum.Current ;
}
while(listEnum.MoveNext())
{
string current = listEnum.Current;
ChainKey currKey = new ChainKey(chainWords) ;
Chains.AddToChain(currKey, current) ;
for(int i = 0 ; i < _chainSize - 1 ; i++)
{
chainWords[i] = chainWords[i+1] ;
}
chainWords[_chainSize - 1] = current ;
}
}
public void T_GetRandomKey_WithParams()
{
WordGenerator gen = InitSimpleWordGen() ;
ChainMap subMap = new ChainMap() ;
ChainKey key1 = new ChainKey(new string[]{"key1", "key2", "key3"}) ;
ChainKey key2 = new ChainKey(new string[]{"key1", "key2", "key4"}) ;
subMap.AddToChain(key1, "val1") ;
subMap.AddToChain(key2, "val2") ;
bool key1Found, key2Found ;
key1Found = key2Found = false ;
for(int i = 0 ; i < 10 ; i++)
{
ChainKey currKey = gen.GetRandomKey(subMap);
if(key1.Equals(currKey))
{
key1Found = true ;
}
else if(key2.Equals(currKey))
{
key2Found = true ;
}
else
{
Assert.Fail("Invalid key returned") ;
}
}
if(!(key1Found && key2Found))
{
Assert.Fail("GetRandomKey is not random") ;
}
}
/// <summary>
/// Reset CurrentWord based on conditions
/// </summary>
/// <param name="keyCondition"> Condition for key of first word </param>
/// <param name="onEndCondition"> Condition for new word after there are no more chains
/// By default this is the same as @keyCondition </param>
private void Reset(ChainCondition initialCondition, ChainCondition onEndCondition)
{
ChainCondition realInitialConditions = initialCondition;
//Set null conditions to always true conditions to simplify our code
if (realInitialConditions == null)
{
realInitialConditions = _alwaysTrueCondition;
}
else
{
if (realInitialConditions.KeyCondition == null)
{
realInitialConditions.KeyCondition = _alwaysTrueCondition.KeyCondition;
}
if (realInitialConditions.WordCondition == null)
{
realInitialConditions.WordCondition = _alwaysTrueCondition.WordCondition;
}
}
ChainCondition realOnEndCondition = onEndCondition;
//Set on end condition to start condition if it is null
if (realOnEndCondition == null)
{
realOnEndCondition = realInitialConditions;
}
else
{
if (realOnEndCondition.KeyCondition == null)
{
realOnEndCondition.KeyCondition = _alwaysTrueCondition.KeyCondition;
}
if (realOnEndCondition.WordCondition == null)
{
realOnEndCondition.WordCondition = _alwaysTrueCondition.WordCondition;
}
}
ChainMap initialConditionMap;
//Only generate subchains if we need to
if (realInitialConditions != _alwaysTrueCondition)
{
initialConditionMap = GetSubChain(realInitialConditions);
}
else
{
initialConditionMap = Chains;
}
ChainKey[] initialConditionSubKeys = CreateKeysArray(initialConditionMap,
_alwaysTrueCondition.KeyCondition);
//All chains and words should match condition so we can just get random
ChainKey currKey = GetRandomKey(initialConditionSubKeys);
string currWord;
GetCandidate(initialConditionMap.GetValues(currKey), null, out currWord);
if (realOnEndCondition != _alwaysTrueCondition)
{
//Verify on end map has valid elements. If no exception is thrown we are good to go
_onEndSubChains = GetSubChain(realOnEndCondition);
}
else
{
_onEndSubChains = initialConditionMap;
}
CurrentWord = currWord;
_currKey = currKey;
_initialConditionSubChains = initialConditionMap;
_initialConditionSubKeys = initialConditionSubKeys;
_currentOnEndCondition = realOnEndCondition;
SubchainsInitialized = true;
}
/// <summary>
/// Reset CurrentWord based on conditions
/// </summary>
/// <param name="keyCondition"> Condition for key of first word </param>
/// <param name="onEndCondition"> Condition for new word after there are no more chains
/// By default this is the same as @keyCondition </param>
private void Reset(ChainCondition initialCondition, ChainCondition onEndCondition)
{
ChainCondition realInitialConditions = initialCondition;
//Set null conditions to always true conditions to simplify our code
if(realInitialConditions == null)
{
realInitialConditions = _alwaysTrueCondition;
}
else
{
if (realInitialConditions.KeyCondition == null)
{
realInitialConditions.KeyCondition = _alwaysTrueCondition.KeyCondition;
}
if (realInitialConditions.WordCondition == null)
{
realInitialConditions.WordCondition = _alwaysTrueCondition.WordCondition;
}
}
ChainCondition realOnEndCondition = onEndCondition ;
//Set on end condition to start condition if it is null
if(realOnEndCondition == null)
{
realOnEndCondition = realInitialConditions ;
}
else
{
if (realOnEndCondition.KeyCondition == null)
{
realOnEndCondition.KeyCondition = _alwaysTrueCondition.KeyCondition;
}
if (realOnEndCondition.WordCondition == null)
{
realOnEndCondition.WordCondition = _alwaysTrueCondition.WordCondition;
}
}
ChainMap initialConditionMap ;
//Only generate subchains if we need to
if(realInitialConditions != _alwaysTrueCondition)
{
initialConditionMap = GetSubChain(realInitialConditions) ;
}
else
{
initialConditionMap = Chains;
}
ChainKey[] initialConditionSubKeys = CreateKeysArray(initialConditionMap,
_alwaysTrueCondition.KeyCondition) ;
//All chains and words should match condition so we can just get random
ChainKey currKey = GetRandomKey(initialConditionSubKeys) ;
string currWord ;
GetCandidate(initialConditionMap.GetValues(currKey), null, out currWord) ;
if(realOnEndCondition != _alwaysTrueCondition)
{
//Verify on end map has valid elements. If no exception is thrown we are good to go
_onEndSubChains = GetSubChain(realOnEndCondition) ;
}
else
{
_onEndSubChains = initialConditionMap;
}
CurrentWord = currWord;
_currKey = currKey;
_initialConditionSubChains = initialConditionMap ;
_initialConditionSubKeys = initialConditionSubKeys;
_currentOnEndCondition = realOnEndCondition;
SubchainsInitialized = true ;
}
/// <summary>
/// Get a random key from passed in chain array
/// </summary>
/// <returns></returns>
internal ChainKey GetRandomKey(ChainKey[] ckList)
{
return ckList[_rand.Next(ckList.Length)];
}
/// <summary>
/// Reset using currently existing initialCondition and onEndCondition
/// This should be a low cpu usage operation
/// </summary>
public void ResetReadOnly()
{
//verify if reset has never been called
if(!SubchainsInitialized)
{
throw new Exceptions.InitializationRequired("ResetReadOnly should be called after a regular reset") ;
}
//All chains and words should match condition so we can just get random
ChainKey currKey = GetRandomKey(_initialConditionSubKeys) ;
string currWord ;
GetCandidate(_initialConditionSubChains.GetValues(currKey), null, out currWord) ;
CurrentWord = currWord;
_currKey = currKey;
}
/// <summary>
/// Get next word. If the next natural word does not obey given predicate, throw exception
/// If we reach the end of the list get random key matching end condition passed in Reset
/// </summary>
/// <param name="condition"> Predicate next word must obey </param>
/// <returns></returns>
public string GetNextWord(Predicate<string> condition)
{
//If word generator has never been reset, reset with default values
if(!SubchainsInitialized)
{
ResetSubchains() ;
}
Predicate<string> realCondition = condition ;
if(realCondition == null)
{
realCondition = _alwaysTrueCondition.WordCondition;
}
ChainKey currKey = _currKey;
string currWord = CurrentWord;
string[] newChainKeyVals = new string[currKey.Words.Length] ;
for(int i = 0 ; i < currKey.Words.Length - 1 ; i++)
{
newChainKeyVals[i] = currKey.Words[i+1] ;
}
newChainKeyVals[currKey.Words.Length - 1] = currWord ;
currKey = new ChainKey(newChainKeyVals) ;
List<string> potentialWords = null ;
try
{
potentialWords = _chains.GetValues(currKey) ;
}
catch(Exceptions.InvalidKey)
{
//if we get here that means we hit the end of the list
newChainKeyVals = GetRandomKey(_onEndSubChains, ck => !ck.Equals(currKey)).Words;
currKey = new ChainKey(newChainKeyVals) ;
potentialWords = _chains.GetValues(currKey) ;
}
bool candidateFound = GetCandidate(potentialWords, condition, out currWord) ;
if(!candidateFound)
{
throw new Exceptions.NoPossibleElements("Unable to find a state matching given conditions") ;
}
_currKey = currKey;
CurrentWord = currWord;
return currWord;
}