semeru/text-code-CodeSummarization · Datasets at Hugging Face

input stringlengths 10 828	output stringlengths 5 107
public void clear data list clear	clears the table
public boolean has next if max number 1 lines read max number return false if line read return eof try eof read line if eof in attributes close if in labels null in labels close catch ioexception e throw new runtime exception e get message e line read true return eof	checks if futher examples exist
public data row get data row int index try this result set absolute index 1 database data row data row new database data row result set return data row catch sqlexception e log service get global log cannot retrieve data row with absolute row index e get message log service warning return null	returns the data row with the desired row index
public data row next if eof true return null if line read if has next return null lines read line read false return current data row	returns the next example
private void set operator operator root boolean new process main editor process changed root	sets the root operator for all editors
public object clone return new numerical attribute this	clones this attribute
public int map string string str if str null return 1 lookup string int index get index str if index 0 if string is not found set it if first value null first value str return first value index else if second value null second value str return second value index else throw new attribute type exception cannot map another string for binary attribute already mapped two strings else return index	returns the index for the nominal attribute value code str code
public string map index int index switch index case first value index return first value case second value index return second value default throw new attribute type exception cannot map index of binary attribute to nominal value index index is out of bounds	returns the attribute value that is associated with this index
public string get as string double value int number of digits boolean quote nominal if double is na n value return else switch number of digits case unlimited number of digits return double to string value case default number of digits return com rapidminer tools tools format integer if possible value 1 default return com rapidminer tools tools format integer if possible value number of digits	returns a string representation of value
private void write attribute meta data attribute role attribute role int sourcecol print writer aout boolean sparse string tag attribute if attribute role is special tag attribute role get special name attribute attribute attribute role get attribute write attribute meta data tag attribute sourcecol aout sparse	writes the data of this attribute in the given stream
public void set mapping string nominal value int index if index first value index first value nominal value else if index second value index second value nominal value else throw new attribute type exception cannot set mapping of binary attribute to index index	sets the given mapping
public int get negative index return first value index	returns the index of the first value if this attribute is a
protected double get int index double default value double value data get index if value null return value double value else return default value	returns the desired data for the given index
public int get positive index return second value index	returns the index of the second value if this attribute is a
protected void set int index double value double default value if tools is default default value value data remove index else data put index value	sets the given data for the given index
public int size if first value null return 0 else if second value null return 1 else return 2	returns the number of different nominal values
public void sort mappings if size 2 if first value compare to second value 0 string dummy second value second value first value first value dummy	this method rearranges the string to number mappings such that they are
protected void set int index double value double default value data index byte value	sets the value for the given index
public void clear first value null second value null	clears all mappings for nominal values
protected void set int index double value double default value data index long value	sets the given data for the given index
public int map string string str if str null return 1 lookup string in hashtable int index get index str if string is not yet in the map add it if index 0 new string insert index to symbol map add str index index to symbol map size 1 symbol to index map put str index return index	returns the index for the nominal attribute value code str code
public void process changed if no actual change boolean old value this changed this changed true add to undo list if old value set title synchronized process if this process get process file null tutorial mode this save action 24 set enabled true this save action 32 set enabled true changes the xml text after each process change main editor get xmleditor process changed this process get root operator	must be called when the process changed such that is different from
protected void swap values int a int b byte tt values a values a values b values b tt	swaps x a with x b
public string map index int index if index 0 index index to symbol map size throw new attribute type exception cannot map index of nominal attribute to nominal value index index is out of bounds return index to symbol map get index	returns the attribute value that is associated with this index
public void set mapping string nominal value int index string old value index to symbol map get index index to symbol map set index nominal value symbol to index map remove old value symbol to index map put nominal value index	sets the given mapping
public int get negative index ensure classification if map index 0 null throw new attribute type exception attribute cannot use first class index for negative class return 0	returns the index of the first value if this attribute is a
public void set value int index double v values index byte v	sets the given data for the given attribute
public int get positive index ensure classification if map index 0 null throw new attribute type exception attribute cannot use first class index for negative class iterator integer i symbol to index map values iterator while i has next int index i next if index 0 return index throw new attribute type exception attribute no other class than first class index found	returns the index of the second value if this attribute is a
public void remove throw new unsupported operation exception the method remove is not supported by data row readers	will throw a new
public int size return index to symbol map size	returns the number of different nominal values
public boolean equals object o if o instanceof example set return false example set es example set o return get attributes equals es get attributes	returns true if all attributes including labels and other special
public void sort mappings list string all strings new linked list string symbol to index map key set collections sort all strings symbol to index map clear index to symbol map clear iterator string i all strings iterator while i has next map string i next	this method rearranges the string to number mappings such that they are
public void clear symbol to index map clear index to symbol map clear	clears all mappings for nominal values
private void ensure classification if size 2 throw new attribute type exception attribute this to string is not a classification attribute	throws a runtime exception if this attribute is not a classification
public double get attribute attribute if attribute null return double na n else try return attribute get value this catch array index out of bounds exception e throw new array index out of bounds exception data row table index attribute get table index of attribute attribute get name is out of bounds	returns the value stored at the given
public void set attribute attribute double value attribute set value this value	sets the value of the
protected void swap values int a int b long tt values a values a values b values b tt	swaps x a with x b
public int hash code return get attributes hash code	returns the hash code of all attributes
protected void swap values int a int b short tt values a values a values b values b tt	swaps x a with x b
public void remove throw new unsupported operation exception the method remove is not supported by data row readers on databases	will throw a new
protected void swap values int a int b boolean tt values a values a values b values b tt	swaps x a with x b
public double get value int index return values index 1 0d 0 0d	returns the desired data for the given attribute
public void set value int index double v values index v 0 0d false true	sets the given data for the given attribute
public string get name return this attribute description get name	returns the name of the attribute
public attribute get attribute int i return attributes get i	returns the attribute of the column number i i i
public void set name string v if v equals this attribute description get name return for attributes attributes owners attributes rename this v this attribute description attribute description this attribute description clone this attribute description set name v	sets the name of the attribute
public attribute find attribute string name throws operator exception if name null return null iterator attribute i attributes iterator while i has next attribute att i next if att null if att get name equals name return att throw new user error null 111 name	returns the attribute with the given name
public int get table index return this attribute description get table index	returns the index in the example table
public void set table index int i this attribute description attribute description this attribute description clone this attribute description set table index i	sets the index in the example table
public int add attribute attribute a int index 1 if unused column list size 0 if seems to be something free synchronize and check again synchronized unused column list if unused column list size 0 index unused column list remove 0 attributes set index a else index attributes size attributes add a else index attributes size attributes add a if a null a set table index index return index	adds the attribute to the list of attributes assigning it a free column
public void recalculate all attribute statistics list attribute all attributes new array list attribute iterator attribute a get attributes all attributes while a has next all attributes add a next recalculate attribute statistics all attributes	recalculates the attribute statistics for all attributes
public void notify editors of change operator currently selected main editor set current operator currently selected	notifies the main editor of the change of the currently selected operator
public int get block type return this attribute description get block type	returns the block type of this attribute
public void remove attribute attribute attribute remove attribute attribute get table index	equivalent to calling
public void set block type int b this attribute description attribute description this attribute description clone this attribute description set block type b	sets the block type of this attribute
public int get number of attributes return attributes size	returns the number of attributes
public int get value type return this attribute description get value type	returns the value type of this attribute
public int get attribute count return attributes size unused column list size	returns the number of non null attributes
public example set create example set attribute label attribute return create example set label attribute null null	returns a new example set with all attributes switched on
public void recalculate attribute statistics attribute attribute list attribute all attributes new array list attribute all attributes add attribute recalculate attribute statistics all attributes	recalculate the attribute statistics of the given attribute
public example set create example set attribute label attribute attribute weight attribute attribute id attribute map attribute string special attributes new hash map attribute string if label attribute null special attributes put label attribute attributes label name if weight attribute null special attributes put weight attribute attributes weight name if id attribute null special attributes put id attribute attributes id name return new simple example set this special attributes	returns a new example set with all attributes switched on
public example set create example set iterator attribute role new special attributes map attribute string special attributes new hash map attribute string while new special attributes has next attribute role role new special attributes next special attributes put role get attribute role get special name return new simple example set this special attributes	returns a new example set with all attributes switched on
public string get construction return this construction description	returns the construction description
public example set create example set attribute set attribute set map attribute string special attributes new hash map attribute string iterator string i attribute set get special names iterator while i has next string name i next special attributes put attribute set get special attribute name name return create example set special attributes	returns a new example set with all attributes of the given attribute set
public void set construction string description this construction description description	returns the construction description
public example set create example set return create example set new hash map attribute string	returns a new example set with all attributes switched on
public example set create example set map attribute string special attributes return new simple example set this special attributes	returns a new example set with all attributes switched on
protected void set int index double value double default value data index value	sets the given data for the given index
public double get statistics attribute attribute string statistics name return get statistics attribute statistics name null	returns the desired statistic for the given attribute
public void set value int index double v values index v	sets the given data for the given attribute
public void skip line try read line catch exception e log service get global log problem during skipping of line e get message log service warning	skips the next line if present
private boolean read line throws ioexception boolean eof reached false boolean ok false while ok for int i 0 i file reader length i current data i rapid miner line reader read line file reader i expected number of columns i if current data i null eof reached true break if eof reached max number 1 sample ratio 1 0d random next double sample ratio ok true if eof reached for int i 0 i file reader length i file reader i close return false else return true	reads a line of data from all file readers
public double get statistics attribute attribute string statistics name string statistics parameter list statistics statistics list statistics map get attribute get name if statistics list null return double na n for statistics statistics statistics list if statistics handle statistics statistics name return statistics get statistics attribute statistics name statistics parameter return double na n	returns the desired statistic for the given attribute
public boolean has next if max number 1 lines read max number return false if line read return eof try eof read line catch ioexception e log service get global log e get message log service error return false line read true return eof	checks if another line exists and reads
public void set value int index double v values index float v	sets the given data for the given attribute
public data row next if eof true return null if line read if has next return null string data new string attributes length for int i 0 i attributes length i if data source index i 1 1 data i null else data i current data data source index i 0 data source index i 1 data row data row get factory create data attributes lines read line read false return data row	returns the next example
private void vecswap int a int b int n for int i 0 i n i a b swap a b	swaps the next n elements from a and b
protected void set int index double value double default value data index int value	sets the given data for the given index
protected double get int index double default value if data index return 1 0d else return 0 0d	returns the value for the desired index
protected void set int index double value double default value data index value 0 0d false true	sets the value for the given index
protected void set int index double value double default value data index float value	sets the given data for the given index
protected void swap int a int b int t x a x a x b x b t swap values a b	swaps x a with x b
protected double get int val double default value int index java util arrays binary search x val if index 0 return default value else return get value index	returns the desired data for the given attribute
public object clone return new binominal attribute this	clones this attribute
public void trim if counter x length int y new int counter system arraycopy x 0 y 0 counter x y resize values counter	trims the data row to the number of actually used elements
public object clone return new nominal statistics this	returns a clone of this statistics object
public string to string string buffer result new string buffer for int i 0 i x length i if i 0 result append result append x i get value i result append counter counter return result to string	returns a string representation of the data row
protected void add owner attributes attributes this owners add attributes	this method must not be called except by the
public int compare string o1 string o2 double w1 weight map get o1 get weight double w2 weight map get o2 get weight if comparator weight type absolute weights w1 math abs w1 w2 math abs w2 return double compare w2 w1 direction	creates two attribute weights
public string get name return attribute weights	returns the name of this average vector
public void set weight string name double weight attribute weight old weight weight map get name if double is na n weight weight map remove name super remove averagable old weight else if old weight null attribute weight att weight new attribute weight this name weight super add averagable att weight weight map put name att weight else old weight set weight weight	sets the weight for the attribute with the given name
public double get weight string name attribute weight weight weight map get name if weight null return double na n else return weight get weight	returns the weight for the attribute with the given name
public int get weight type return weight type	returns the currently used weight type
public int get sorting type return sort type	returns the currently used sorting type
public string transform new value string value return decrypt password value	this method will be invoked by the parameters after a parameter was set
public void set sorting type int sorting type this sort type sorting type	sets the currently used sorting type
public int size return weight map size	returns the number of features in this map
public boolean equals object o if o instanceof attribute weights return false else attribute weights other attribute weights o return this weight map equals other weight map	returns true if both objects have the same weight map
public int hash code return this weight map hash code	returns the hash code of the weight map
public void sort by weight string attribute names int direction int comparator type arrays sort attribute names new weight comparator direction comparator type	sorts the given array of attribute names according to their weight

public void clear data list clear

clears the table

public boolean has next if max number 1 lines read max number return false if line read return eof try eof read line if eof in attributes close if in labels null in labels close catch ioexception e throw new runtime exception e get message e line read true return eof

checks if futher examples exist

public data row get data row int index try this result set absolute index 1 database data row data row new database data row result set return data row catch sqlexception e log service get global log cannot retrieve data row with absolute row index e get message log service warning return null

returns the data row with the desired row index

public data row next if eof true return null if line read if has next return null lines read line read false return current data row

returns the next example

private void set operator operator root boolean new process main editor process changed root

sets the root operator for all editors

public object clone return new numerical attribute this

clones this attribute

public int map string string str if str null return 1 lookup string int index get index str if index 0 if string is not found set it if first value null first value str return first value index else if second value null second value str return second value index else throw new attribute type exception cannot map another string for binary attribute already mapped two strings else return index

returns the index for the nominal attribute value code str code

public string map index int index switch index case first value index return first value case second value index return second value default throw new attribute type exception cannot map index of binary attribute to nominal value index index is out of bounds

returns the attribute value that is associated with this index

public string get as string double value int number of digits boolean quote nominal if double is na n value return else switch number of digits case unlimited number of digits return double to string value case default number of digits return com rapidminer tools tools format integer if possible value 1 default return com rapidminer tools tools format integer if possible value number of digits

returns a string representation of value

private void write attribute meta data attribute role attribute role int sourcecol print writer aout boolean sparse string tag attribute if attribute role is special tag attribute role get special name attribute attribute attribute role get attribute write attribute meta data tag attribute sourcecol aout sparse

writes the data of this attribute in the given stream

public void set mapping string nominal value int index if index first value index first value nominal value else if index second value index second value nominal value else throw new attribute type exception cannot set mapping of binary attribute to index index

sets the given mapping

public int get negative index return first value index

returns the index of the first value if this attribute is a

protected double get int index double default value double value data get index if value null return value double value else return default value

returns the desired data for the given index

public int get positive index return second value index

returns the index of the second value if this attribute is a

protected void set int index double value double default value if tools is default default value value data remove index else data put index value

sets the given data for the given index

public int size if first value null return 0 else if second value null return 1 else return 2

returns the number of different nominal values

public void sort mappings if size 2 if first value compare to second value 0 string dummy second value second value first value first value dummy

this method rearranges the string to number mappings such that they are

protected void set int index double value double default value data index byte value

sets the value for the given index

public void clear first value null second value null

clears all mappings for nominal values

protected void set int index double value double default value data index long value

sets the given data for the given index

public int map string string str if str null return 1 lookup string in hashtable int index get index str if string is not yet in the map add it if index 0 new string insert index to symbol map add str index index to symbol map size 1 symbol to index map put str index return index

returns the index for the nominal attribute value code str code

public void process changed if no actual change boolean old value this changed this changed true add to undo list if old value set title synchronized process if this process get process file null tutorial mode this save action 24 set enabled true this save action 32 set enabled true changes the xml text after each process change main editor get xmleditor process changed this process get root operator

must be called when the process changed such that is different from

protected void swap values int a int b byte tt values a values a values b values b tt

swaps x a with x b

public string map index int index if index 0 index index to symbol map size throw new attribute type exception cannot map index of nominal attribute to nominal value index index is out of bounds return index to symbol map get index

returns the attribute value that is associated with this index

public void set mapping string nominal value int index string old value index to symbol map get index index to symbol map set index nominal value symbol to index map remove old value symbol to index map put nominal value index

sets the given mapping

public int get negative index ensure classification if map index 0 null throw new attribute type exception attribute cannot use first class index for negative class return 0

returns the index of the first value if this attribute is a

public void set value int index double v values index byte v

sets the given data for the given attribute

public int get positive index ensure classification if map index 0 null throw new attribute type exception attribute cannot use first class index for negative class iterator integer i symbol to index map values iterator while i has next int index i next if index 0 return index throw new attribute type exception attribute no other class than first class index found

returns the index of the second value if this attribute is a

public void remove throw new unsupported operation exception the method remove is not supported by data row readers

will throw a new

public int size return index to symbol map size

returns the number of different nominal values

public boolean equals object o if o instanceof example set return false example set es example set o return get attributes equals es get attributes

returns true if all attributes including labels and other special

public void sort mappings list string all strings new linked list string symbol to index map key set collections sort all strings symbol to index map clear index to symbol map clear iterator string i all strings iterator while i has next map string i next

this method rearranges the string to number mappings such that they are

public void clear symbol to index map clear index to symbol map clear

clears all mappings for nominal values

private void ensure classification if size 2 throw new attribute type exception attribute this to string is not a classification attribute

throws a runtime exception if this attribute is not a classification

public double get attribute attribute if attribute null return double na n else try return attribute get value this catch array index out of bounds exception e throw new array index out of bounds exception data row table index attribute get table index of attribute attribute get name is out of bounds

returns the value stored at the given

public void set attribute attribute double value attribute set value this value

sets the value of the

protected void swap values int a int b long tt values a values a values b values b tt

swaps x a with x b

public int hash code return get attributes hash code

returns the hash code of all attributes

protected void swap values int a int b short tt values a values a values b values b tt

swaps x a with x b

public void remove throw new unsupported operation exception the method remove is not supported by data row readers on databases

will throw a new

protected void swap values int a int b boolean tt values a values a values b values b tt

swaps x a with x b

public double get value int index return values index 1 0d 0 0d

returns the desired data for the given attribute

public void set value int index double v values index v 0 0d false true

sets the given data for the given attribute

public string get name return this attribute description get name

returns the name of the attribute

public attribute get attribute int i return attributes get i

returns the attribute of the column number i i i

public void set name string v if v equals this attribute description get name return for attributes attributes owners attributes rename this v this attribute description attribute description this attribute description clone this attribute description set name v

sets the name of the attribute

public attribute find attribute string name throws operator exception if name null return null iterator attribute i attributes iterator while i has next attribute att i next if att null if att get name equals name return att throw new user error null 111 name

returns the attribute with the given name

public int get table index return this attribute description get table index

returns the index in the example table

public void set table index int i this attribute description attribute description this attribute description clone this attribute description set table index i

sets the index in the example table

public int add attribute attribute a int index 1 if unused column list size 0 if seems to be something free synchronize and check again synchronized unused column list if unused column list size 0 index unused column list remove 0 attributes set index a else index attributes size attributes add a else index attributes size attributes add a if a null a set table index index return index

adds the attribute to the list of attributes assigning it a free column

public void recalculate all attribute statistics list attribute all attributes new array list attribute iterator attribute a get attributes all attributes while a has next all attributes add a next recalculate attribute statistics all attributes

recalculates the attribute statistics for all attributes

public void notify editors of change operator currently selected main editor set current operator currently selected

notifies the main editor of the change of the currently selected operator

public int get block type return this attribute description get block type

returns the block type of this attribute

public void remove attribute attribute attribute remove attribute attribute get table index

equivalent to calling

public void set block type int b this attribute description attribute description this attribute description clone this attribute description set block type b

sets the block type of this attribute

public int get number of attributes return attributes size

returns the number of attributes

public int get value type return this attribute description get value type

returns the value type of this attribute

public int get attribute count return attributes size unused column list size

returns the number of non null attributes

public example set create example set attribute label attribute return create example set label attribute null null

returns a new example set with all attributes switched on

public void recalculate attribute statistics attribute attribute list attribute all attributes new array list attribute all attributes add attribute recalculate attribute statistics all attributes

recalculate the attribute statistics of the given attribute

public example set create example set attribute label attribute attribute weight attribute attribute id attribute map attribute string special attributes new hash map attribute string if label attribute null special attributes put label attribute attributes label name if weight attribute null special attributes put weight attribute attributes weight name if id attribute null special attributes put id attribute attributes id name return new simple example set this special attributes

returns a new example set with all attributes switched on

public example set create example set iterator attribute role new special attributes map attribute string special attributes new hash map attribute string while new special attributes has next attribute role role new special attributes next special attributes put role get attribute role get special name return new simple example set this special attributes

returns a new example set with all attributes switched on

public string get construction return this construction description

returns the construction description

public example set create example set attribute set attribute set map attribute string special attributes new hash map attribute string iterator string i attribute set get special names iterator while i has next string name i next special attributes put attribute set get special attribute name name return create example set special attributes

returns a new example set with all attributes of the given attribute set

public void set construction string description this construction description description

returns the construction description

public example set create example set return create example set new hash map attribute string

returns a new example set with all attributes switched on

public example set create example set map attribute string special attributes return new simple example set this special attributes

returns a new example set with all attributes switched on

protected void set int index double value double default value data index value

sets the given data for the given index

public double get statistics attribute attribute string statistics name return get statistics attribute statistics name null

returns the desired statistic for the given attribute

public void set value int index double v values index v

sets the given data for the given attribute

public void skip line try read line catch exception e log service get global log problem during skipping of line e get message log service warning

skips the next line if present

private boolean read line throws ioexception boolean eof reached false boolean ok false while ok for int i 0 i file reader length i current data i rapid miner line reader read line file reader i expected number of columns i if current data i null eof reached true break if eof reached max number 1 sample ratio 1 0d random next double sample ratio ok true if eof reached for int i 0 i file reader length i file reader i close return false else return true

reads a line of data from all file readers

public double get statistics attribute attribute string statistics name string statistics parameter list statistics statistics list statistics map get attribute get name if statistics list null return double na n for statistics statistics statistics list if statistics handle statistics statistics name return statistics get statistics attribute statistics name statistics parameter return double na n

returns the desired statistic for the given attribute

public boolean has next if max number 1 lines read max number return false if line read return eof try eof read line catch ioexception e log service get global log e get message log service error return false line read true return eof

checks if another line exists and reads

public void set value int index double v values index float v

sets the given data for the given attribute

public data row next if eof true return null if line read if has next return null string data new string attributes length for int i 0 i attributes length i if data source index i 1 1 data i null else data i current data data source index i 0 data source index i 1 data row data row get factory create data attributes lines read line read false return data row

returns the next example

private void vecswap int a int b int n for int i 0 i n i a b swap a b

swaps the next n elements from a and b

protected void set int index double value double default value data index int value

sets the given data for the given index

protected double get int index double default value if data index return 1 0d else return 0 0d

returns the value for the desired index

protected void set int index double value double default value data index value 0 0d false true

sets the value for the given index

protected void set int index double value double default value data index float value

sets the given data for the given index

protected void swap int a int b int t x a x a x b x b t swap values a b

swaps x a with x b

protected double get int val double default value int index java util arrays binary search x val if index 0 return default value else return get value index

returns the desired data for the given attribute

public object clone return new binominal attribute this

clones this attribute

public void trim if counter x length int y new int counter system arraycopy x 0 y 0 counter x y resize values counter

trims the data row to the number of actually used elements

public object clone return new nominal statistics this

returns a clone of this statistics object

public string to string string buffer result new string buffer for int i 0 i x length i if i 0 result append result append x i get value i result append counter counter return result to string

returns a string representation of the data row

protected void add owner attributes attributes this owners add attributes

this method must not be called except by the

public int compare string o1 string o2 double w1 weight map get o1 get weight double w2 weight map get o2 get weight if comparator weight type absolute weights w1 math abs w1 w2 math abs w2 return double compare w2 w1 direction

creates two attribute weights

public string get name return attribute weights

returns the name of this average vector

public void set weight string name double weight attribute weight old weight weight map get name if double is na n weight weight map remove name super remove averagable old weight else if old weight null attribute weight att weight new attribute weight this name weight super add averagable att weight weight map put name att weight else old weight set weight weight

sets the weight for the attribute with the given name

public double get weight string name attribute weight weight weight map get name if weight null return double na n else return weight get weight

returns the weight for the attribute with the given name

public int get weight type return weight type

returns the currently used weight type

public int get sorting type return sort type

returns the currently used sorting type

public string transform new value string value return decrypt password value

this method will be invoked by the parameters after a parameter was set

public void set sorting type int sorting type this sort type sorting type

sets the currently used sorting type

public int size return weight map size

returns the number of features in this map

public boolean equals object o if o instanceof attribute weights return false else attribute weights other attribute weights o return this weight map equals other weight map

returns true if both objects have the same weight map

public int hash code return this weight map hash code

returns the hash code of the weight map

public void sort by weight string attribute names int direction int comparator type arrays sort attribute names new weight comparator direction comparator type

sorts the given array of attribute names according to their weight