predicates module

ASTPredicate

class graphistry.compute.predicates.ASTPredicate.ASTPredicate

Bases: graphistry.compute.ASTSerializable.ASTSerializable

Internal, not intended for use outside of this module. These are fancy columnar predicates used in {k: v, …} node/edge df matching when going beyond primitive equality

categorical

class graphistry.compute.predicates.categorical.Duplicated(keep='first')

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

Parameters

keep (Literal[‘first’, ‘last’, False]) –

validate()

Return type

None

graphistry.compute.predicates.categorical.duplicated(keep='first')

Return whether a given value is duplicated

Parameters

keep (Literal[‘first’, ‘last’, False]) –

Return type

Duplicated

is_in

class graphistry.compute.predicates.is_in.IsIn(options)

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

Parameters

options (List[Any]) –

validate()

Return type

None

graphistry.compute.predicates.is_in.is_in(options)

Parameters

options (List[Any]) –

Return type

IsIn

numeric

class graphistry.compute.predicates.numeric.Between(lower, upper, inclusive=True)

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

Parameters

• lower (float) –

• upper (float) –

• inclusive (bool) –

validate()

Return type

None

class graphistry.compute.predicates.numeric.EQ(val)

Bases: graphistry.compute.predicates.numeric.NumericASTPredicate

Parameters

val (float) –

class graphistry.compute.predicates.numeric.GE(val)

Bases: graphistry.compute.predicates.numeric.NumericASTPredicate

Parameters

val (float) –

class graphistry.compute.predicates.numeric.GT(val)

Bases: graphistry.compute.predicates.numeric.NumericASTPredicate

Parameters

val (float) –

class graphistry.compute.predicates.numeric.IsNA

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

class graphistry.compute.predicates.numeric.LE(val)

Bases: graphistry.compute.predicates.numeric.NumericASTPredicate

Parameters

val (float) –

class graphistry.compute.predicates.numeric.LT(val)

Bases: graphistry.compute.predicates.numeric.NumericASTPredicate

Parameters

val (float) –

class graphistry.compute.predicates.numeric.NE(val)

Bases: graphistry.compute.predicates.numeric.NumericASTPredicate

Parameters

val (float) –

class graphistry.compute.predicates.numeric.NotNA

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

class graphistry.compute.predicates.numeric.NumericASTPredicate(val)

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

Parameters

val (Union[int, float]) –

validate()

Return type

None

graphistry.compute.predicates.numeric.between(lower, upper, inclusive=True)

Return whether a given value is between a lower and upper threshold

Parameters

• lower (float) –

• upper (float) –

• inclusive (bool) –

Return type

Between

graphistry.compute.predicates.numeric.eq(val)

Return whether a given value is equal to a threshold

Parameters

val (float) –

Return type

EQ

graphistry.compute.predicates.numeric.ge(val)

Return whether a given value is greater than or equal to a threshold

Parameters

val (float) –

Return type

GE

graphistry.compute.predicates.numeric.gt(val)

Return whether a given value is greater than a threshold

Parameters

val (float) –

Return type

GT

graphistry.compute.predicates.numeric.isna()

Return whether a given value is NA

Return type

IsNA

graphistry.compute.predicates.numeric.le(val)

Return whether a given value is less than or equal to a threshold

Parameters

val (float) –

Return type

LE

graphistry.compute.predicates.numeric.lt(val)

Return whether a given value is less than a threshold

Parameters

val (float) –

Return type

LT

graphistry.compute.predicates.numeric.ne(val)

Return whether a given value is not equal to a threshold

Parameters

val (float) –

Return type

NE

graphistry.compute.predicates.numeric.notna()

Return whether a given value is not NA

Return type

NotNA

str

class graphistry.compute.predicates.str.Contains(pat, case=True, flags=0, na=None, regex=True)

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

Parameters

• pat (str) –

• case (bool) –

• flags (int) –

• na (Optional[bool]) –

• regex (bool) –

validate()

Return type

None

class graphistry.compute.predicates.str.Endswith(pat, na=None)

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

Parameters

• pat (str) –

• na (Optional[str]) –

validate()

Return type

None

class graphistry.compute.predicates.str.IsAlnum

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

class graphistry.compute.predicates.str.IsAlpha

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

class graphistry.compute.predicates.str.IsDecimal

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

class graphistry.compute.predicates.str.IsDigit

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

class graphistry.compute.predicates.str.IsLower

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

class graphistry.compute.predicates.str.IsNull

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

class graphistry.compute.predicates.str.IsNumeric

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

class graphistry.compute.predicates.str.IsSpace

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

class graphistry.compute.predicates.str.IsTitle

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

class graphistry.compute.predicates.str.IsUpper

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

class graphistry.compute.predicates.str.Match(pat, case=True, flags=0, na=None)

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

Parameters

• pat (str) –

• case (bool) –

• flags (int) –

• na (Optional[bool]) –

validate()

Return type

None

class graphistry.compute.predicates.str.NotNull

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

class graphistry.compute.predicates.str.Startswith(pat, na=None)

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

Parameters

• pat (str) –

• na (Optional[str]) –

validate()

Return type

None

graphistry.compute.predicates.str.contains(pat, case=True, flags=0, na=None, regex=True)

Return whether a given pattern or regex is contained within a string

Parameters

• pat (str) –

• case (bool) –

• flags (int) –

• na (Optional[bool]) –

• regex (bool) –

Return type

Contains

graphistry.compute.predicates.str.endswith(pat, na=None)

Parameters

• pat (str) –

• na (Optional[str]) –

Return type

Endswith

graphistry.compute.predicates.str.isalnum()

Return whether a given string is alphanumeric

Return type

IsAlnum

graphistry.compute.predicates.str.isalpha()

Return whether a given string is alphabetic

Return type

IsAlpha

graphistry.compute.predicates.str.isdecimal()

Return whether a given string is decimal

Return type

IsDecimal

graphistry.compute.predicates.str.isdigit()

Return whether a given string is numeric

Return type

IsDigit

graphistry.compute.predicates.str.islower()

Return whether a given string is lowercase

Return type

IsLower

graphistry.compute.predicates.str.isnull()

Return whether a given string is null

Return type

IsNull

graphistry.compute.predicates.str.isnumeric()

Return whether a given string is numeric

Return type

IsNumeric

graphistry.compute.predicates.str.isspace()

Return whether a given string is whitespace

Return type

IsSpace

graphistry.compute.predicates.str.istitle()

Return whether a given string is title case

Return type

IsTitle

graphistry.compute.predicates.str.isupper()

Return whether a given string is uppercase

Return type

IsUpper

graphistry.compute.predicates.str.match(pat, case=True, flags=0, na=None)

Return whether a given pattern is at the start of a string

Parameters

• pat (str) –

• case (bool) –

• flags (int) –

• na (Optional[bool]) –

Return type

Match

graphistry.compute.predicates.str.notnull()

Return whether a given string is not null

Return type

NotNull

graphistry.compute.predicates.str.startswith(pat, na=None)

Return whether a given pattern is at the start of a string

Parameters

• pat (str) –

• na (Optional[str]) –

Return type

Startswith

temporal

class graphistry.compute.predicates.temporal.IsLeapYear

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

class graphistry.compute.predicates.temporal.IsMonthEnd

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

class graphistry.compute.predicates.temporal.IsMonthStart

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

class graphistry.compute.predicates.temporal.IsQuarterEnd

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

class graphistry.compute.predicates.temporal.IsQuarterStart

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

class graphistry.compute.predicates.temporal.IsYearEnd

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

class graphistry.compute.predicates.temporal.IsYearStart

Bases: graphistry.compute.predicates.ASTPredicate.ASTPredicate

graphistry.compute.predicates.temporal.is_leap_year()

Return whether a given value is a leap year

Return type

IsLeapYear

graphistry.compute.predicates.temporal.is_month_end()

Return whether a given value is a month end

Return type

IsMonthEnd

graphistry.compute.predicates.temporal.is_month_start()

Return whether a given value is a month start

Return type

IsMonthStart

graphistry.compute.predicates.temporal.is_quarter_end()

Return whether a given value is a quarter end

Return type

IsQuarterEnd

graphistry.compute.predicates.temporal.is_quarter_start()

Return whether a given value is a quarter start

Return type

IsQuarterStart

graphistry.compute.predicates.temporal.is_year_end()

Return whether a given value is a year end

Return type

IsYearEnd

graphistry.compute.predicates.temporal.is_year_start()

Return whether a given value is a year start

Return type

IsYearStart