ClassAds are a flexible mechanism for representing the characteristics and constraints of machines and jobs in the HTCondor system. ClassAds are used extensively in the HTCondor system to represent jobs, resources, submitters and other HTCondor daemons. An understanding of this mechanism is required to harness the full flexibility of the HTCondor system.

A ClassAd is a set of uniquely named expressions. Each named expression is called an attribute. The following shows ten attributes, a portion of an example ClassAd.

MyType       = "Machine"
TargetType   = "Job"
Machine      = "froth.cs.wisc.edu"
Arch         = "INTEL"
OpSys        = "LINUX"
Disk         = 35882
Memory       = 128
KeyboardIdle = 173
Requirements = TARGET.Owner=="smith" || LoadAvg<=0.3 && KeyboardIdle>15*60


ClassAd expressions look very much like expressions in C, and are composed of literals and attribute references composed with operators and functions. The difference between ClassAd expressions and C expressions arise from the fact that ClassAd expressions operate in a much more dynamic environment. For example, an expression from a machine’s ClassAd may refer to an attribute in a job’s ClassAd, such as TARGET.Owner in the above example. The value and type of the attribute is not known until the expression is evaluated in an environment which pairs a specific job ClassAd with the machine ClassAd.

ClassAd expressions handle these uncertainties by defining all operators to be total operators, which means that they have well defined behavior regardless of supplied operands. This functionality is provided through two distinguished values, UNDEFINED and ERROR, and defining all operators so that they can operate on all possible values in the ClassAd system. For example, the multiplication operator which usually only operates on numbers, has a well defined behavior if supplied with values which are not meaningful to multiply. Thus, the expression 10 * “A string” evaluates to the value ERROR. Most operators are strict with respect to ERROR, which means that they evaluate to ERROR if any of their operands are ERROR. Similarly, most operators are strict with respect to UNDEFINED.

ClassAds have existed for quite some time in two forms: Old and New. Old ClassAds were the original form and were used in HTCondor until HTCondor version 7.5.0. They were heavily tied to the HTCondor development libraries. New ClassAds added new features and were designed as a stand-alone library that could be used apart from HTCondor.

In HTCondor version 7.5.1, HTCondor switched to using the New ClassAd library for all use of ClassAds within HTCondor. The library is placed into a compatibility mode so that HTCondor 7.5.1 is still able to exchange ClassAds with older versions of HTCondor.

All user interaction with tools (such as condor_q) as well as output of tools is still compatible with Old ClassAds. Before HTCondor version 7.5.1, New ClassAds were used only in the Job Router. There are some syntax and behavior differences between Old and New ClassAds, all of which should remain invisible to users of HTCondor.

A complete description of New ClassAds can be found at http://htcondor.org/classad/classad.html, and in the ClassAd Language Reference Manual found on that web page.

Some of the features of New ClassAds that are not in Old ClassAds are lists, nested ClassAds, time values, and matching groups of ClassAds. HTCondor has avoided using these features, as using them makes it difficult to interact with older versions of HTCondor. But, users can start using them if they do not need to interact with versions of HTCondor older than 7.5.1.

The syntax varies slightly between Old and New ClassAds. Here is an example ClassAd presented in both forms. The Old form:

Foo = 3
Bar = "ab\"cd\ef"
Moo = Foo =!= Undefined


The New form:

[
Foo = 3;
Bar = "ab\"cd\\ef";
Moo = Foo isnt Undefined;
]


HTCondor will convert to and from Old ClassAd syntax as needed.

Expressions often refer to ClassAd attributes. These attribute references work differently in Old ClassAds as compared with New ClassAds. In New ClassAds, an unscoped reference is looked for only in the local ClassAd. An unscoped reference is an attribute that does not have a MY. or TARGET. prefix. The local ClassAd may be described by an example. Matchmaking uses two ClassAds: the job ClassAd and the machine ClassAd. The job ClassAd is evaluated to see if it is a match for the machine ClassAd. The job ClassAd is the local ClassAd. Therefore, in the Requirements attribute of the job ClassAd, any attribute without the prefix TARGET. is looked up only in the job ClassAd. With New ClassAd evaluation, the use of the prefix MY. is eliminated, as an unscoped reference can only refer to the local ClassAd.

The MY. and TARGET. scoping prefixes only apply when evaluating an expression within the context of two ClassAds. Two examples that exemplify this are matchmaking and machine policy evaluation. When evaluating an expression within the context of a single ClassAd, MY. and TARGET. are not defined. Using them within the context of a single ClassAd will result in a value of Undefined. Two examples that exemplify evaluating an expression within the context of a single ClassAd are during user job policy evaluation, and with the -constraint option to command-line tools.

New ClassAds have no CurrentTime attribute. If needed, use the time() function instead. In order to mimic Old ClassAd semantics in current versions of HTCondor, all ClassAds have an implicit CurrentTime attribute, with a value of time().

In current versions of HTCondor, New ClassAds will mimic the evaluation behavior of Old ClassAds. No configuration variables or submit description file contents should need to be changed. To eliminate this behavior and use only the semantics of New ClassAds, set the configuration variable STRICT_CLASSAD_EVALUATION to True. This permits testing expressions to see if any adjustment is required, before a future version of HTCondor potentially makes New ClassAds evaluation behavior the default or the only option.

ClassAd expressions are formed by composing literals, attribute references and other sub-expressions with operators and functions.

### Composing Literals¶

Literals in the ClassAd language may be of integer, real, string, undefined or error types. The syntax of these literals is as follows:

Integer

A sequence of continuous digits (i.e., [0-9]). Additionally, the keywords TRUE and FALSE (case insensitive) are syntactic representations of the integers 1 and 0 respectively.

Real

Two sequences of continuous digits separated by a period (i.e., [0-9]+.[0-9]+).

String

A double quote character, followed by an list of characters terminated by a double quote character. A backslash character inside the string causes the following character to be considered as part of the string, irrespective of what that character is.

Undefined

The keyword UNDEFINED (case insensitive) represents the UNDEFINED value.

Error

The keyword ERROR (case insensitive) represents the ERROR value.

### Attributes¶

Every expression in a ClassAd is named by an attribute name. Together, the (name,expression) pair is called an attribute. An attribute may be referred to in other expressions through its attribute name.

Attribute names are sequences of alphabetic characters, digits and underscores, and may not begin with a digit. All characters in the name are significant, but case is not significant. Thus, Memory, memory and MeMoRy all refer to the same attribute.

An attribute reference consists of the name of the attribute being referenced, and an optional scope resolution prefix. The prefixes that may be used are MY. and TARGET.. The case used for these prefixes is not significant. The semantics of supplying a prefix are discussed in ClassAd Evaluation Semantics.

### Expression Operators¶

The operators that may be used in ClassAd expressions are similar to those available in C. The available operators and their relative precedence is shown in the following example:

- (unary negation)   (high precedence)
*   /
<   <=   >=   >
==  !=  =?=  is  =!=  isnt
&&
||                   (low precedence)


The operator with the highest precedence is the unary minus operator. The only operators which are unfamiliar are the =?=, is, =!= and isnt operators, which are discussed in ClassAd Evaluation Semantics.

### Predefined Functions¶

Any ClassAd expression may utilize predefined functions. Function names are case insensitive. Parameters to functions and a return value from a function may be typed (as given) or not. Nested or recursive function calls are allowed.

Here are descriptions of each of these predefined functions. The possible types are the same as itemized in ClassAd Syntax. Where the type may be any of these literal types, it is called out as AnyType. Where the type is Integer, but only returns the value 1 or 0 (implying True or False), it is called out as Boolean. The format of each function is given as

ReturnType FunctionName(ParameterType parameter1, ParameterType parameter2, ...)


Optional parameters are given within square brackets.

AnyType eval(AnyType Expr)

Evaluates Expr as a string and then returns the result of evaluating the contents of the string as a ClassAd expression. This is useful when referring to an attribute such as slotX_State where X, the desired slot number is an expression, such as SlotID+10. In such a case, if attribute SlotID is 5, the value of the attribute slot15_State can be referenced using the expression eval(strcat("slot", SlotID+10,"_State")). Function strcat() calls function string() on the second parameter, which evaluates the expression, and then converts the integer result 15 to the string "15". The concatenated string returned by strcat() is "slot15_State", and this string is then evaluated.

Note that referring to attributes of a job from within the string passed to eval() in the Requirements or Rank expressions could cause inaccuracies in HTCondor’s automatic auto-clustering of jobs into equivalent groups for matchmaking purposes. This is because HTCondor needs to determine which ClassAd attributes are significant for matchmaking purposes, and indirect references from within the string passed to eval() will not be counted.

String unparse(Attribute attr)

This function looks up the value of the provided attribute and returns the unparsed version as a string. The attribute’s value is not evaluated. If the attribute’s value is x + 3, then the function would return the string "x + 3". If the provided attribute cannot be found, an empty string is returned.

This function returns ERROR if other than exactly 1 argument is given or the argument is not an attribute reference.

AnyType ifThenElse(AnyType IfExpr,AnyType ThenExpr, AnyType ElseExpr)

A conditional expression is described by IfExpr. The following defines return values, when IfExpr evaluates to

• True. Evaluate and return the value as given by ThenExpr.

• False. Evaluate and return the value as given by ElseExpr.

• UNDEFINED. Return the value UNDEFINED.

• ERROR. Return the value ERROR.

• 0.0. Evaluate, and return the value as given by ElseExpr.

• non-0.0 Real values. Evaluate, and return the value as given by ThenExpr.

Where IfExpr evaluates to give a value of type String, the function returns the value ERROR. The implementation uses lazy evaluation, so expressions are only evaluated as defined.

This function returns ERROR if other than exactly 3 arguments are given.

Boolean isUndefined(AnyType Expr)

Returns True, if Expr evaluates to UNDEFINED. Returns False in all other cases.

This function returns ERROR if other than exactly 1 argument is given.

Boolean isError(AnyType Expr)

Returns True, if Expr evaluates to ERROR. Returns False in all other cases.

This function returns ERROR if other than exactly 1 argument is given.

Boolean isString(AnyType Expr)

Returns True, if the evaluation of Expr gives a value of type String. Returns False in all other cases.

This function returns ERROR if other than exactly 1 argument is given.

Boolean isInteger(AnyType Expr)

Returns True, if the evaluation of Expr gives a value of type Integer. Returns False in all other cases.

This function returns ERROR if other than exactly 1 argument is given.

Boolean isReal(AnyType Expr)

Returns True, if the evaluation of Expr gives a value of type Real. Returns False in all other cases.

This function returns ERROR if other than exactly 1 argument is given.

Boolean isList(AnyType Expr)

Returns True, if the evaluation of Expr gives a value of type List. Returns False in all other cases.

This function returns ERROR if other than exactly 1 argument is given.

Boolean isClassAd(AnyType Expr)

Returns True, if the evaluation of Expr gives a value of type ClassAd. Returns False in all other cases.

This function returns ERROR if other than exactly 1 argument is given.

Boolean isBoolean(AnyType Expr)

Returns True, if the evaluation of Expr gives the integer value 0 or 1. Returns False in all other cases.

This function returns ERROR if other than exactly 1 argument is given.

Boolean isAbstime(AnyType Expr)

Returns True, if the evaluation of Expr returns an abstime type. Returns False in all other cases.

This function returns ERROR if other than exactly 1 argument is given.

Boolean isReltime(AnyType Expr)

Returns True, if the evaluation of Expr returns an relative time type. Returns False in all other cases.

This function returns ERROR if other than exactly 1 argument is given.

Boolean member(AnyType m, ListType l)

Returns error if m does not evalute to a scalar, or l does not evaluate to a list. Otherwise the elements of l are evaluted in order, and if an element is equal to m in the sense of == the result of the function is True. Otherwise the function returns false.

Boolean anyCompare(string op, list l, AnyType t)

Returns error if op does not evalute to one of <, <=, ==, >, >=, !-, is or isnt. Returns error if l isn’t a list, or t isn’t a scalar Otherwise the elements of l are evaluted and compared to t using the corresponding operator defined by op. If any of the members of l evaluate to true, the result is True. Otherwise the function returns False.

Boolean allCompare(string op, list l, AnyType t)

Returns error if op does not evalute to one of <, <=, ==, >, >=, !-, is or isnt. Returns error if l isn’t a list, or t isn’t a scalar Otherwise the elements of l are evaluted and compared to t using the corresponding operator defined by op. If all of the members of l evaluate to true, the result is True. Otherwise the function returns False.

Boolean IdenticalMember(AnyType m, ListType l)

Returns error if m does not evalute to a scalar, or l does not evaluate to a list. Otherwise the elements of l are evaluted in order, and if an element is equal to m in the sense of =?= the result of the function is True. Otherwise the function returns false.

Integer int(AnyType Expr)

Returns the integer value as defined by Expr. Where the type of the evaluated Expr is Real, the value is truncated (round towards zero) to an integer. Where the type of the evaluated Expr is String, the string is converted to an integer using a C-like atoi() function. When this result is not an integer, ERROR is returned. Where the evaluated Expr is ERROR or UNDEFINED, ERROR is returned.

This function returns ERROR if other than exactly 1 argument is given.

Real real(AnyType Expr)

Returns the real value as defined by Expr. Where the type of the evaluated Expr is Integer, the return value is the converted integer. Where the type of the evaluated Expr is String, the string is converted to a real value using a C-like atof() function. When this result is not a real, ERROR is returned. Where the evaluated Expr is ERROR or UNDEFINED, ERROR is returned.

This function returns ERROR if other than exactly 1 argument is given.

String string(AnyType Expr)

Returns the string that results from the evaluation of Expr. Converts a non-string value to a string. Where the evaluated Expr is ERROR or UNDEFINED, ERROR is returned.

This function returns ERROR if other than exactly 1 argument is given.

Bool bool(AnyType Expr)

Returns the boolean that results from the evaluation of Expr. Converts a non-boolean value to a bool. A string expression that evaluates to the string “true” yields true, and “false” returns

This function returns ERROR if other than exactly 1 argument is given.

AbsTime absTime(AnyType t [, int z])

Creates an AbsTime value corresponding to time t an time-zone offset z. If t is a String, then z must be omitted, and t is parsed as a specification as follows.

The operand t is parsed as a specification of an instant in time (date and time). This function accepts the canonical native representation of AbsTime values, but minor variations in format are allowed. The default format is yyyy-mm-ddThh:mm:sszzzzz where zzzzz is a time zone in the format +hh:mm or -hh:mm

If t and z are both omitted, the result is an AbsTime value representing the time and place where the function call is evaluated. Otherwise, t is converted to a Real by the function “real”, and treated as a number of seconds from the epoch, Midnight January 1, 1970 UTC. If z is specified, it is treated as a number of seconds east of Greenwich. Otherwise, the offset is calculated from t according to the local rules for the place where the function is evaluated.

RelTime relTime(AnyType t)

If the operand t is a String, it is parsed as a specification of a time interval. This function accepts the canonical native representation of RelTime values, but minor variations in format are allowed.

Otherwise, t is converted to a Real by the function real, and treated as a number of seconds. The default string format is [-]days+hh:mm:ss.fff, where leading components and the fraction .fff are omitted if they are zero. In the default syntax, days is a sequence of digits starting with a non-zero digit, hh, mm, and ss are strings of exactly two digits (padded on the left with zeros if necessary) with values less than 24, 60, and 60, respectively and fff is a string of exactly three digits.

Integer floor(AnyType Expr)

Returns the integer that results from the evaluation of Expr, where the type of the evaluated Expr is Integer. Where the type of the evaluated Expr is not Integer, function real(Expr) is called. Its return value is then used to return the largest magnitude integer that is not larger than the returned value. Where real(Expr) returns ERROR or UNDEFINED, ERROR is returned.

This function returns ERROR if other than exactly 1 argument is given.

Integer ceiling(AnyType Expr)

Returns the integer that results from the evaluation of Expr, where the type of the evaluated Expr is Integer. Where the type of the evaluated Expr is not Integer, function real(Expr) is called. Its return value is then used to return the smallest magnitude integer that is not less than the returned value. Where real(Expr) returns ERROR or UNDEFINED, ERROR is returned.

This function returns ERROR if other than exactly 1 argument is given.

Integer pow(Integer base, Integer exponent) OR Real pow(Integer base, Integer exponent) OR Real pow(Real base, Real exponent)

Calculates base raised to the power of exponent. If exponent is an integer value greater than or equal to 0, and base is an integer, then an integer value is returned. If exponent is an integer value less than 0, or if either base or exponent is a real, then a real value is returned. An invocation with exponent=0 or exponent=0.0, for any value of base, including 0 or 0.0, returns the value 1 or 1.0, type appropriate.

Integer quantize(AnyType a, Integer b) OR Real quantize(AnyType a, Real b) OR AnyType quantize(AnyType a, AnyType list b)

quantize() computes the quotient of a/b, in order to further compute  ceiling(quotient) * b. This computes and returns an integral multiple of b that is at least as large as a. So, when b >= a, the return value will be b. The return type is the same as that of b, where b is an Integer or Real.

When b is a list, quantize() returns the first value in the list that is greater than or equal to a. When no value in the list is greater than or equal to a, this computes and returns an integral multiple of the last member in the list that is at least as large as a.

This function returns ERROR if a or b, or a member of the list that must be considered is not an Integer or Real.

Here are examples:

8     = quantize(3, 8)
4     = quantize(3, 2)
0     = quantize(0, 4)
6.8   = quantize(1.5, 6.8)
7.2   = quantize(6.8, 1.2)
10.2  = quantize(10, 5.1)

4     = quantize(0, {4})
2     = quantize(2, {1, 2, "A"})
3.0   = quantize(3, {1, 2, 0.5})
3.0   = quantize(2.7, {1, 2, 0.5})
ERROR = quantize(3, {1, 2, "A"})


Integer round(AnyType Expr)

Returns the integer that results from the evaluation of Expr, where the type of the evaluated Expr is Integer. Where the type of the evaluated Expr is not Integer, function real(Expr) is called. Its return value is then used to return the integer that results from a round-to-nearest rounding method. The nearest integer value to the return value is returned, except in the case of the value at the exact midpoint between two integer values. In this case, the even valued integer is returned. Where real(Expr) returns ERROR or UNDEFINED, or the integer value does not fit into 32 bits, ERROR is returned.

This function returns ERROR if other than exactly 1 argument is given.

Integer random([ AnyType Expr ])

Where the optional argument Expr evaluates to type Integer or type Real (and called x), the return value is the integer or real r randomly chosen from the interval 0 <= r < x. With no argument, the return value is chosen with random(1.0). Returns ERROR in all other cases.

This function returns ERROR if greater than 1 argument is given.

Number sum([ List l ])

The elements of l are evaluated, producing a list l of values. If l is composed only of numbers, the result is the sum of the values, as a Real if any value is Real, and as an Integer otherwise. If the list is empty, the result is 0. In other cases, the result is ERROR.

This function returns ERROR if greater than 1 argument is given.

Number avg([ List l ])

The elements of l are evaluated, producing a list l of values. If l is composed only of numbers, the result is the average of the values, as a Real. If the list is empty, the result is 0. In other cases, the result is ERROR.

Number min([ List l ])

The elements of l are evaluated, producing a list l of values. If l is composed only of numbers, the result is the minimum of the values, as a Real if any value is Real, and as an Integer otherwise. If the list is empty, the result is UNDEFINED. In other cases, the result is ERROR.

Number max([ List l ])

The elements of l are evaluated, producing a list l of values. If l is composed only of numbers, the result is the maximum of the values, as a Real if any value is Real, and as an Integer otherwise. If the list is empty, the result is UNDEFINED. In other cases, the result is ERROR.

String strcat(AnyType Expr1 [ , AnyType Expr2 ...])

Returns the string which is the concatenation of all arguments, where all arguments are converted to type String by function string(Expr). Returns ERROR if any argument evaluates to UNDEFINED or ERROR.

String join(String sep, AnyType Expr1 [ , AnyType Expr2 ...]) OR String join(String sep, List list OR String join(List list

Returns the string which is the concatenation of all arguments after the first one. The first argument is the separator, and it is inserted between each of the other arguments during concatenation. All arguments are converted to type String by function string(Expr) before concatenation. When there are exactly two arguments, If the second argument is a List, all members of the list are converted to strings and then joined using the separator. When there is only one argument, and the argument is a List, all members of the list are converted to strings and then concatenated.

Returns ERROR if any argument evaluates to UNDEFINED or ERROR.

For example:

"a, b, c" = join(", ", "a", "b", "c")
"abc"   = join(split("a b c"))
"a;b;c" = join(";", split("a b c"))


String substr(String s, Integer offset [ , Integer length ])

Returns the substring of s, from the position indicated by offset, with (optional) length characters. The first character within s is at offset 0. If the optional length argument is not present, the substring extends to the end of the string. If offset is negative, the value (length - offset) is used for the offset. If length is negative, an initial substring is computed, from the offset to the end of the string. Then, the absolute value of length characters are deleted from the right end of the initial substring. Further, where characters of this resulting substring lie outside the original string, the part that lies within the original string is returned. If the substring lies completely outside of the original string, the null string is returned.

This function returns ERROR if greater than 3 or less than 2 arguments are given.

Integer strcmp(AnyType Expr1, AnyType Expr2)

Both arguments are converted to type String by function string(Expr). The return value is an integer that will be

• less than 0, if Expr1 is lexicographically less than Expr2

• equal to 0, if Expr1 is lexicographically equal to Expr2

• greater than 0, if Expr1 is lexicographically greater than Expr2

Case is significant in the comparison. Where either argument evaluates to ERROR or UNDEFINED, ERROR is returned.

This function returns ERROR if other than 2 arguments are given.

Integer stricmp(AnyType Expr1, AnyType Expr2)

This function is the same as strcmp, except that letter case is not significant.

Integer versioncmp(String left, String right)

This function version-compares two strings. It returns an integer

• less than zero if left is an earlier version than right

• zero if the strings are identical

• more than zero if left is a later version than right.

A version comparison is a lexicographic comparison unless the first difference between the two strings occurs in a string of digits, in which case, sort by the value of that number (assuming that more leading zeroes mean smaller numbers). Thus 7.x is earlier than 7.y, 7.9 is earlier than 7.10, and the following sequence is in order: 000, 00, 01, 010, 09, 0, 1, 9, 10.

Boolean versionGT(String left, String right) Boolean versionLT(String left, String right) Boolean versionGE(String left, String right) Boolean versionLE(String left, String right) Boolean versionEQ(String left, String right)

As versioncmp() (above), but for a specific comparison and returning a boolean. The two letter codes stand for “Greater Than”, “Less Than”, “Greater than or Equal”, “Less than or Equal”, and “EQual”, respectively.

Boolean version_in_range(String version, String min, String max)

Equivalent to versionLE(min, version) && versionLE(version, max).

String toUpper(AnyType Expr)

The single argument is converted to type String by function string(Expr). The return value is this string, with all lower case letters converted to upper case. If the argument evaluates to ERROR or UNDEFINED, ERROR is returned.

This function returns ERROR if other than exactly 1 argument is given.

String toLower(AnyType Expr)

The single argument is converted to type String by function string(Expr). The return value is this string, with all upper case letters converted to lower case. If the argument evaluates to ERROR or UNDEFINED, ERROR is returned.

This function returns ERROR if other than exactly 1 argument is given.

Integer size(AnyType Expr)

If Expr evaluates to a string, return the number of characters in the string. If Expr evaluate to a list, return the number of elements in the list. If Expr evaluate to a classad, return the number of entries in the ad. Otherwise, ERROR is returned.

List split(String s [ , String tokens ] )

Returns a list of the substrings of s that have been split up by using any of the characters within string tokens. If tokens is not specified, then all white space characters are used to delimit the string.

List splitUserName(String Name)

Returns a list of two strings. Where Name includes an @ character, the first string in the list will be the substring that comes before the @ character, and the second string in the list will be the substring that comes after. Thus, if Name is "user@domain", then the returned list will be {“user”, “domain”}. If there is no @ character in Name, then the first string in the list will be Name, and the second string in the list will be the empty string. Thus, if Name is "username", then the returned list will be {“username”, “”}.

List splitSlotName(String Name)

Returns a list of two strings. Where Name includes an @ character, the first string in the list will be the substring that comes before the @ character, and the second string in the list will be the substring that comes after. Thus, if Name is "slot1@machine", then the returned list will be {“slot1”, “machine”}. If there is no @ character in Name, then the first string in the list will be the empty string, and the second string in the list will be Name, Thus, if Name is "machinename", then the returned list will be {“”, “machinename”}.

Integer time()

Returns the current coordinated universal time. This is the time, in seconds, since midnight of January 1, 1970.

String formatTime([ Integer time ] [ , String format ])

Returns a formatted string that is a representation of time. The argument time is interpreted as coordinated universal time in seconds, since midnight of January 1, 1970. If not specified, time will default to the current time.

The argument format is interpreted similarly to the format argument of the ANSI C strftime function. It consists of arbitrary text plus placeholders for elements of the time. These placeholders are percent signs (%) followed by a single letter. To have a percent sign in the output, use a double percent sign (%%). If format is not specified, it defaults to %c.

Because the implementation uses strftime() to implement this, and some versions implement extra, non-ANSI C options, the exact options available to an implementation may vary. An implementation is only required to implement the ANSI C options, which are:

%a

abbreviated weekday name

%A

full weekday name

%b

abbreviated month name

%B

full month name

%c

local date and time representation

%d

day of the month (01-31)

%H

hour in the 24-hour clock (0-23)

%I

hour in the 12-hour clock (01-12)

%j

day of the year (001-366)

%m

month (01-12)

%M

minute (00-59)

%p

local equivalent of AM or PM

%S

second (00-59)

%U

week number of the year (Sunday as first day of week) (00-53)

%w

weekday (0-6, Sunday is 0)

%W

week number of the year (Monday as first day of week) (00-53)

%x

local date representation

%X

local time representation

%y

year without century (00-99)

%Y

year with century

%Z

time zone name, if any

String interval(Integer seconds)

Uses seconds to return a string of the form days+hh:mm:ss. This represents an interval of time. Leading values that are zero are omitted from the string. For example, seconds of 67 becomes “1:07”. A second example, seconds of 1472523 = 17*24*60*60 + 1*60*60 + 2*60 + 3, results in the string “17+1:02:03”.

AnyType debug(AnyType expression)

This function evaluates its argument, and it returns the result. Thus, it is a no-operation. However, a side-effect of the function is that information about the evaluation is logged to the evaluating program’s log file, at the D_FULLDEBUG debug level. This is useful for determining why a given ClassAd expression is evaluating the way it does. For example, if a condor_startd START expression is unexpectedly evaluating to UNDEFINED, then wrapping the expression in this debug() function will log information about each component of the expression to the log file, making it easier to understand the expression.

String envV1ToV2(String old_env)

This function converts a set of environment variables from the old HTCondor syntax to the new syntax. The single argument should evaluate to a string that represents a set of environment variables using the old HTCondor syntax (usually stored in the job ClassAd attribute Env). The result is the same set of environment variables using the new HTCondor syntax (usually stored in the job ClassAd attribute Environment). If the argument evaluates to UNDEFINED, then the result is also UNDEFINED.

String mergeEnvironment(String env1 [ , String env2, ... ])

This function merges multiple sets of environment variables into a single set. If multiple arguments include the same variable, the one that appears last in the argument list is used. Each argument should evaluate to a string which represents a set of environment variables using the new HTCondor syntax or UNDEFINED, which is treated like an empty string. The result is a string that represents the merged set of environment variables using the new HTCondor syntax (suitable for use as the value of the job ClassAd attribute Environment).

For the following functions, a delimiter is represented by a string. Each character within the delimiter string delimits individual strings within a list of strings that is given by a single string. The default delimiter contains the comma and space characters. A string within the list is ended (delimited) by one or more characters within the delimiter string.

Integer stringListSize(String list [ , String delimiter ])

Returns the number of elements in the string list, as delimited by the optional delimiter string. Returns ERROR if either argument is not a string.

This function returns ERROR if other than 1 or 2 arguments are given.

Integer stringListSum(String list [ , String delimiter ]) OR Real stringListSum(String list [ , String delimiter ])

Sums and returns the sum of all items in the string list, as delimited by the optional delimiter string. If all items in the list are integers, the return value is also an integer. If any item in the list is a real value (noninteger), the return value is a real. If any item does not represent an integer or real value, the return value is ERROR.

Real stringListAvg(String list [ , String delimiter ])

Sums and returns the real-valued average of all items in the string list, as delimited by the optional delimiter string. If any item does not represent an integer or real value, the return value is ERROR. A list with 0 items (the empty list) returns the value 0.0.

Integer stringListMin(String list [ , String delimiter ]) OR Real stringListMin(String list [ , String delimiter ])

Finds and returns the minimum value from all items in the string list, as delimited by the optional delimiter string. If all items in the list are integers, the return value is also an integer. If any item in the list is a real value (noninteger), the return value is a real. If any item does not represent an integer or real value, the return value is ERROR. A list with 0 items (the empty list) returns the value UNDEFINED.

Integer stringListMax(String list [ , String delimiter ]) OR Real stringListMax(String list [ , String delimiter ])

Finds and returns the maximum value from all items in the string list, as delimited by the optional delimiter string. If all items in the list are integers, the return value is also an integer. If any item in the list is a real value (noninteger), the return value is a real. If any item does not represent an integer or real value, the return value is ERROR. A list with 0 items (the empty list) returns the value UNDEFINED.

Boolean stringListMember(String x, String list [ , String delimiter ])

Returns TRUE if item x is in the string list, as delimited by the optional delimiter string. Returns FALSE if item x is not in the string list. Comparison is done with strcmp(). The return value is ERROR, if any of the arguments are not strings.

Boolean stringListIMember(String x, String list [ , String delimiter ])

Same as stringListMember(), but comparison is done with stricmp(), so letter case is not relevant.

Integer stringListsIntersect(String list1, String list2 [ , String delimiter ])

Returns TRUE if the lists contain any matching elements, and returns FALSE if the lists do not contain any matching elements. Returns ERROR if either argument is not a string or if an incorrect number of arguments are given.

The following three functions utilize regular expressions as defined and supported by the PCRE library. See http://www.pcre.org for complete documentation of regular expressions.

The options argument to these functions is a string of special characters that modify the use of the regular expressions. Inclusion of characters other than these as options are ignored.

I or i

Ignore letter case.

M or m

Modifies the interpretation of the caret (^) and dollar sign ($) characters. The caret character matches the start of a string, as well as after each newline character. The dollar sign character matches before a newline character. S or s The period matches any character, including the newline character. F or f When doing substitution, return the full target string with substitutions applied. Normally, only the substitute text is returned. G or g When doing substitution, apply the substitution for every matching portion of the target string (that doesn’t overlap a previous match). Boolean regexp(String pattern, String target [ , String options ]) Uses the regular expression given by string pattern to scan through the string target. Returns TRUE when target matches the regular expression given by pattern. Returns FALSE otherwise. If any argument is not a string, or if pattern does not describe a valid regular expression, returns ERROR. Boolean regexpMember(String pattern, List targetStrings [ , String options ]) Uses the description of a regular expression given by string pattern to scan through a List of string n targetStrings. Returns TRUE when target matches a regular expression given by pattern. If no strings match, and at least one item in targetString evaluated to undefined, returns undefined. If any item in targetString before a match evaluated to neither a string nor undefined, returns ERROR. String regexps (String pattern, String target, String substitute [ , String options ]) Uses the regular expression given by string pattern to scan through the string target. When target matches the regular expression given by pattern, the string substitute is returned, with backslash expansion performed. If any argument is not a string, returns ERROR. String replace (String pattern, String target, String substitute [ , String options ]) Uses the regular expression given by string pattern to scan through the string target. Returns a modified version of target, where the first substring that matches pattern is replaced by the string substitute, with backslash expansion performed. Equivalent to regexps() with the f option. If any argument is not a string, returns ERROR. String replaceall (String pattern, String target, String substitute [ , String options ]) Uses the regular expression given by string pattern to scan through the string target. Returns a modified version of target, where every substring that matches pattern is replaced by the string substitute, with backslash expansion performed. Equivalent to regexps() with the fg options. If any argument is not a string, returns ERROR. Boolean stringList_regexpMember (String pattern, String list [ , String delimiter ] [ , String options ]) Uses the description of a regular expression given by string pattern to scan through the list of strings in list. Returns TRUE when one of the strings in list is a regular expression as described by pattern. The optional delimiter describes how the list is delimited, and string options modifies how the match is performed. Returns FALSE if pattern does not match any entries in list. The return value is ERROR, if any of the arguments are not strings, or if pattern is not a valid regular expression. String userHome(String userName [ , String default ]) Returns the home directory of the given user as configured on the current system (determined using the getpwdnam() call). (Returns default if the default argument is passed and the home directory of the user is not defined.) List userMap(String mapSetName, String userName) Map an input string using the given mapping set. Returns a string containing the list of groups to which the user belongs separated by commas or undefined if the user was not found in the map file. String userMap(String mapSetName, String userName, String preferredGroup) Map an input string using the given mapping set. Returns a string, which is the preferred group if the user is in that group; otherwise it is the first group to which the user belongs, or undefined if the user belongs to no groups. String userMap(String mapSetName, String userName, String preferredGroup, String defaultGroup) Map an input string using the given mapping set. Returns a string, which is the preferred group if the user is in that group; the first group to which the user belongs, if any; and the default group if the user belongs to no groups. The maps for the userMap() function are defined by the following configuration macros: <SUBSYS>_CLASSAD_USER_MAP_NAMES, CLASSAD_USER_MAPFILE_<name> and CLASSAD_USER_MAPDATA_<name> (see the HTCondor-wide Configuration File Entries section). ## ClassAd Evaluation Semantics¶ The ClassAd mechanism’s primary purpose is for matching entities that supply constraints on candidate matches. The mechanism is therefore defined to carry out expression evaluations in the context of two ClassAds that are testing each other for a potential match. For example, the condor_negotiator evaluates the Requirements expressions of machine and job ClassAds to test if they can be matched. The semantics of evaluating such constraints is defined below. ### Evaluating Literals¶ Literals are self-evaluating, Thus, integer, string, real, undefined and error values evaluate to themselves. ### Attribute References¶ Since the expression evaluation is being carried out in the context of two ClassAds, there is a potential for name space ambiguities. The following rules define the semantics of attribute references made by ClassAd A that is being evaluated in a context with another ClassAd B: 1. If the reference is prefixed by a scope resolution prefix, • If the prefix is MY., the attribute is looked up in ClassAd A. If the named attribute does not exist in A, the value of the reference is UNDEFINED. Otherwise, the value of the reference is the value of the expression bound to the attribute name. • Similarly, if the prefix is TARGET., the attribute is looked up in ClassAd B. If the named attribute does not exist in B, the value of the reference is UNDEFINED. Otherwise, the value of the reference is the value of the expression bound to the attribute name. 2. If the reference is not prefixed by a scope resolution prefix, • If the attribute is defined in A, the value of the reference is the value of the expression bound to the attribute name in A. • Otherwise, if the attribute is defined in B, the value of the reference is the value of the expression bound to the attribute name in B. • Otherwise, if the attribute is defined in the ClassAd environment, the value from the environment is returned. This is a special environment, to be distinguished from the Unix environment. Currently, the only attribute of the environment is CurrentTime, which evaluates to the integer value returned by the system call time(2). • Otherwise, the value of the reference is UNDEFINED. 3. Finally, if the reference refers to an expression that is itself in the process of being evaluated, there is a circular dependency in the evaluation. The value of the reference is ERROR. ### ClassAd Operators¶ All operators in the ClassAd language are total, and thus have well defined behavior regardless of the supplied operands. Furthermore, most operators are strict with respect to ERROR and UNDEFINED, and thus evaluate to ERROR or UNDEFINED if either of their operands have these exceptional values. • Arithmetic operators: 1. The operators \*, /, + and - operate arithmetically only on integers and reals. 2. Arithmetic is carried out in the same type as both operands, and type promotions from integers to reals are performed if one operand is an integer and the other real. 3. The operators are strict with respect to both UNDEFINED and ERROR. 4. If either operand is not a numerical type, the value of the operation is ERROR. • Comparison operators: 1. The comparison operators ==, !=, <=, <, >= and > operate on integers, reals and strings. 2. String comparisons are case insensitive for most operators. The only exceptions are the operators =?= and =!=, which do case sensitive comparisons assuming both sides are strings. 3. Comparisons are carried out in the same type as both operands, and type promotions from integers to reals are performed if one operand is a real, and the other an integer. Strings may not be converted to any other type, so comparing a string and an integer or a string and a real results in ERROR. 4. The operators ==, !=, <=, <, >=, and > are strict with respect to both UNDEFINED and ERROR. 5. In addition, the operators =?=, is, =!=, and isnt behave similar to == and !=, but are not strict. Semantically, the =?= and is test if their operands are “identical,” i.e., have the same type and the same value. For example, 10 == UNDEFINED and UNDEFINED == UNDEFINED both evaluate to UNDEFINED, but 10 =?= UNDEFINED and UNDEFINED is UNDEFINED evaluate to FALSE and TRUE respectively. The =!= and isnt operators test for the “is not identical to” condition. =?= and is have the same behavior as each other. And isnt and =!= behave the same as each other. The ClassAd unparser will always use =?= in preference to is and =!= in preference to isnt when printing out ClassAds. • Logical operators: 1. The logical operators && and || operate on integers and reals. The zero value of these types are considered FALSE and non-zero values TRUE. 2. The operators are not strict, and exploit the “don’t care” properties of the operators to squash UNDEFINED and ERROR values when possible. For example, UNDEFINED && FALSE evaluates to FALSE, but UNDEFINED || FALSE evaluates to UNDEFINED. 3. Any string operand is equivalent to an ERROR operand for a logical operator. In other words, TRUE && "foobar" evaluates to ERROR. • The Ternary operator: 1. The Ternary operator (expr1 ? expr2 : expr3) operate with expressions. If all three expressions are given, the operation is strict. 2. However, if the middle expression is missing, eg. expr1 ?: expr3, then, when expr1 is defined, that defined value is returned. Otherwise, when expr1 evaluated to UNDEFINED, the value of expr3 is evaluated and returned. This can be a convenient shortcut for writing what would otherwise be a much longer classad expression. ### Expression Examples¶ The =?= operator is similar to the == operator. It checks if the left hand side operand is identical in both type and value to the the right hand side operand, returning TRUE when they are identical. Caution For strings, the comparison is case-insensitive with the == operator and case-sensitive with the =?= operator. A key point in understanding is that the =?= operator only produces evaluation results of TRUE and FALSE, where the == operator may produce evaluation results TRUE, FALSE, UNDEFINED, or ERROR. Table 4.1 presents examples that define the outcome of the == operator. Table 4.2 presents examples that define the outcome of the =?= operator. expression evaluated result (10 == 10) TRUE (10 == 5) FALSE (10 == "ABC") ERROR "ABC" == "abc" TRUE (10 == UNDEFINED) UNDEFINED (UNDEFINED == UNDEFINED) UNDEFINED Table 4.1: Evaluation examples for the == operator expression evaluated result (10 =?= 10) TRUE (10 =?= 5) FALSE (10 =?= "ABC") FALSE "ABC" =?= "abc" FALSE (10 =?= UNDEFINED) FALSE (UNDEFINED =?= UNDEFINED) TRUE Table 4.2: Evaluation examples for the =?= operator The =!= operator is similar to the != operator. It checks if the left hand side operand is not identical in both type and value to the the right hand side operand, returning FALSE when they are identical. Caution For strings, the comparison is case-insensitive with the != operator and case-sensitive with the =!= operator. A key point in understanding is that the =!= operator only produces evaluation results of TRUE and FALSE, where the != operator may produce evaluation results TRUE, FALSE, UNDEFINED, or ERROR. Table 4.3 presents examples that define the outcome of the != operator. Table 4.4 presents examples that define the outcome of the =!= operator. expression evaluated result (10 != 10) FALSE (10 != 5) TRUE (10 != "ABC") ERROR "ABC" != "abc" FALSE (10 != UNDEFINED) UNDEFINED (UNDEFINED != UNDEFINED) UNDEFINED Table 4.3: Evaluation examples for the != operator expression evaluated result (10 =!= 10) FALSE (10 =!= 5) TRUE (10 =!= "ABC") TRUE "ABC" =!= "abc" TRUE (10 =!= UNDEFINED) TRUE (UNDEFINED =!= UNDEFINED) FALSE Table 4.4: Evaluation examples for the =!= operator ## Old ClassAds in the HTCondor System¶ The simplicity and flexibility of ClassAds is heavily exploited in the HTCondor system. ClassAds are not only used to represent machines and jobs in the HTCondor pool, but also other entities that exist in the pool such as checkpoint servers, submitters of jobs and master daemons. Since arbitrary expressions may be supplied and evaluated over these ClassAds, users have a uniform and powerful mechanism to specify constraints over these ClassAds. These constraints can take the form of Requirements expressions in resource and job ClassAds, or queries over other ClassAds. ### Constraints and Preferences¶ The requirements and rank expressions within the submit description file are the mechanism by which users specify the constraints and preferences of jobs. For machines, the configuration determines both constraints and preferences of the machines. For both machine and job, the rank expression specifies the desirability of the match (where higher numbers mean better matches). For example, a job ClassAd may contain the following expressions: Requirements = (Arch == "INTEL") && (OpSys == "LINUX") Rank = TARGET.Memory + TARGET.Mips  In this case, the job requires a 32-bit Intel processor running a Linux operating system. Among all such computers, the customer prefers those with large physical memories and high MIPS ratings. Since the Rank is a user-specified metric, any expression may be used to specify the perceived desirability of the match. The condor_negotiator daemon runs algorithms to deliver the best resource (as defined by the rank expression), while satisfying other required criteria. Similarly, the machine may place constraints and preferences on the jobs that it will run by setting the machine’s configuration. For example, Friend = Owner == "tannenba" || Owner == "wright" ResearchGroup = Owner == "jbasney" || Owner == "raman" Trusted = Owner != "rival" && Owner != "riffraff" START = Trusted && ( ResearchGroup || LoadAvg < 0.3 && KeyboardIdle > 15*60 ) RANK = Friend + ResearchGroup*10  The above policy states that the computer will never run jobs owned by users rival and riffraff, while the computer will always run a job submitted by members of the research group. Furthermore, jobs submitted by friends are preferred to other foreign jobs, and jobs submitted by the research group are preferred to jobs submitted by friends. Note: Because of the dynamic nature of ClassAd expressions, there is no a priori notion of an integer-valued expression, a real-valued expression, etc. However, it is intuitive to think of the Requirements and Rank expressions as integer-valued and real-valued expressions, respectively. If the actual type of the expression is not of the expected type, the value is assumed to be zero. ### Querying with ClassAd Expressions¶ The flexibility of this system may also be used when querying ClassAds through the condor_status and condor_q tools which allow users to supply ClassAd constraint expressions from the command line. Needed syntax is different on Unix and Windows platforms, due to the interpretation of characters in forming command-line arguments. The expression must be a single command-line argument, and the resulting examples differ for the platforms. For Unix shells, single quote marks are used to delimit a single argument. For a Windows command window, double quote marks are used to delimit a single argument. Within the argument, Unix escapes the double quote mark by prepending a backslash to the double quote mark. Windows escapes the double quote mark by prepending another double quote mark. There may not be spaces in between. Here are several examples. To find all computers which have had their keyboards idle for more than 60 minutes and have more than 4000 MB of memory, the desired ClassAd expression is KeyboardIdle > 60*60 && Memory > 4000  On a Unix platform, the command appears as $ condor_status -const 'KeyboardIdle > 60*60 && Memory > 4000'

Name               OpSys   Arch   State     Activity LoadAv Mem  ActvtyTime
100
slot1@altair.cs.wi LINUX   X86_64 Owner     Idle     0.000 8018 13+00:31:46
slot2@altair.cs.wi LINUX   X86_64 Owner     Idle     0.000 8018 13+00:31:47
...
...
slot1@athena.stat. LINUX   X86_64 Unclaimed Idle     0.000 7946  0+00:25:04
slot2@athena.stat. LINUX   X86_64 Unclaimed Idle     0.000 7946  0+00:25:05
...
...


The Windows equivalent command is

> condor_status -const "KeyboardIdle > 60*60 && Memory > 4000"


Here is an example for a Unix platform that utilizes a regular expression ClassAd function to list specific information. A file contains ClassAd information. condor_advertise is used to inject this information, and condor_status constrains the search with an expression that contains a ClassAd function.

$cat ad MyType = "Generic" FauxType = "DBMS" Name = "random-test" Machine = "f05.cs.wisc.edu" MyAddress = "<128.105.149.105:34000>" DaemonStartTime = 1153192799 UpdateSequenceNumber = 1$ condor_advertise UPDATE_AD_GENERIC ad

$condor_status -any -constraint 'FauxType=="DBMS" && regexp("random.*", Name, "i")' MyType TargetType Name Generic None random-test  The ClassAd expression describing a machine that advertises a Windows operating system: OpSys == "WINDOWS"  Here are three equivalent ways on a Unix platform to list all machines advertising a Windows operating system. Spaces appear in these examples to show where they are permitted. $ condor_status -constraint ' OpSys == "WINDOWS"  '

$condor_status -constraint OpSys==\"WINDOWS\"  $ condor_status -constraint "OpSys==\"WINDOWS\""


The equivalent command on a Windows platform to list all machines advertising a Windows operating system must delimit the single argument with double quote marks, and then escape the needed double quote marks that identify the string within the expression. Spaces appear in this example where they are permitted.

> condor_status -constraint " OpSys == ""WINDOWS"" "


## Extending ClassAds with User-written Functions¶

The ClassAd language provides a rich set of functions. It is possible to add new functions to the ClassAd language without recompiling the HTCondor system or the ClassAd library. This requires implementing the new function in the C++ programming language, compiling the code into a shared library, and telling HTCondor where in the file system the shared library lives.

While the details of the ClassAd implementation are beyond the scope of this document, the ClassAd source distribution ships with an example source file that extends ClassAds by adding two new functions, named todays_date() and double(). This can be used as a model for users to implement their own functions. To deploy this example extension, follow the following steps on Linux:

• Inspect the source file shared.cpp. This one file contains the whole extension.
• Build shared.cpp into a shared library. On Linux, the command line to do so is
$g++ -DWANT_CLASSAD_NAMESPACE -I. -shared -o shared.so \ -Wl,-soname,shared.so -o shared.so -fPIC shared.cpp  • Copy the file shared.so to a location that all of the HTCondor tools and daemons can read. $ cp shared.so condor_config_val LIBEXEC

• Tell HTCondor to load the shared library into all tools and daemons, by setting the CLASSAD_USER_LIBS configuration variable to the full name of the shared library. In this case,
CLASSAD_USER_LIBS = $(LIBEXEC)/shared.so  • Restart HTCondor. • Test the new functions by running $ condor_status -format "%s\n" todays_date()