Compact PyVGX 3.8 Reference

This is a compact pyvgx reference. A complete reference is also available.

1. Basics

1.1. Tutorial

N	Topic	Description
1	Install pyvgx	How to download and install the software
2	Make a new graph	How to initialize and create a new graph
3	Create connections	How to create arcs between vertices
4	About initials and terminals	What are initial and terminal vertices?
5	About arcs and degree	What are arcs?
6	About virtual and real vertices	What are virtual and real vertices?
7	Run a simple query	Perform a simple neighborhood query
8	A more complex example	Build a more complex graph and run queries

Topic

Description

Install pyvgx

How to download and install the software

Make a new graph

How to initialize and create a new graph

Create connections

How to create arcs between vertices

About initials and terminals

What are initial and terminal vertices?

About arcs and degree

What are arcs?

About virtual and real vertices

What are virtual and real vertices?

Run a simple query

Perform a simple neighborhood query

A more complex example

Build a more complex graph and run queries

1.2. Example

# Create a new graph
from pyvgx import *
g = Graph( "test" )

# Create vertices
g.CreateVertex( "Alice",   type="person" )
g.CreateVertex( "Bob",     type="person" )
g.CreateVertex( "Charlie", type="person" )
g.CreateVertex( "apples",  type="fruit" )
g.CreateVertex( "oranges", type="fruit" )

# Make connections
g.Connect( "Alice", "knows", "Bob" )
g.Connect( "Alice", "knows", "Charlie" )
g.Connect( "Alice", "likes", "apples" )
g.Connect( "Bob",   "likes", "oranges" )

# Does Alice know anyone who likes oranges?
g.Neighborhood(
    id       = "Alice",
    arc      = ("knows", D_OUT),
    neighbor = {
        'adjacent' : {
            'arc'      : ("likes", D_OUT),
            'neighbor' : "oranges"
        }
    }
) # -> ['Bob']

2. pyvgx

2.1. pyvgx Functions

N Function Description

N	Function	Description
pyvgx.system
1	AddPlugin()	Register a plugin function that may be called via HTTP
2	CancelSync()	Stop any ongoing synchronization activity
3	ClearReadonly()	Make all graphs writable
4	CountReadonly()	Return the number of readonly graphs
5	DeleteGraph()	Remove a graph from memory
6	DispatcherConfig()	Return HTTP server dispatcher config dict
7	DurabilityPoint()	Return the most recent durable transaction
8	EventsResumable()	Check if one or more graphs have TTL suspended
9	ExitRunServer()	Exit any currently blocking RunServer() call
10	Fingerprint()	Return a digest string representing the state of all loaded graph data
11	GetBuiltins()	Return builtin plugin functions
12	GetGraph()	Return a graph instance without taking ownership
13	GetPlugins()	Return user defined plugin functions
14	GetProperties()	Return a dict of all system properties
15	GetProperty()	Get a system property
16	HasProperty()	Check if a system property exists
17	Initialize()	Initialize library
18	IsInitialized()	Check if library is initialized
19	Meminfo()	Return memory information
20	NumProperties()	Return the number of system properties
21	Persist()	Persist all loaded graphs to disk
22	Registry()	All graphs loaded in memory
23	RemovePlugin()	Remove a user defined plugin function
24	RemoveProperties()	Remove all system properties
25	RemoveProperty()	Remove a system property
26	RequestHTTP()	Send HTTP request a remote service
27	RequestRate()	Return requests per second for HTTP Server A (main)
28	ResetMetrics()	Reset HTTP server metrics to their initial state
29	RestartHTTP()	Restart already running HTTP server
30	ResumeEvents()	Resume TTL for all graphs
31	Root()	Graph root directory
32	RunServer()	Enter infinite loop until SIGINT, or ExitRunServer() called
33	ServerAdminIP()	Return HTTP server ip address
34	ServerHost()	Return HTTP server host
35	ServerMetrics()	Return HTTP server metrics
36	ServerPorts()	Return HTTP server ports
37	ServerPrefix()	Return HTTP server prefix
38	ServiceInHTTP()	Service-in (or out) HTTP server plugin execution
39	SetProperties()	Set multiple system properties
40	SetProperty()	Set a system property
41	SetReadonly()	Make all graphs readonly
42	StartHTTP()	Start the VGX HTTP Service
43	Status()	Return dict with various system status information
44	StopHTTP()	Stop the VGX HTTP Service
45	SuspendEvents()	Stop TTL for all graphs
46	Sync()	Send all graph data to attached subscribers
47	System()	Return the system graph
48	Unload()	Reset system to uninitialized state
49	WritableVertices()	Return the total number of writable vertices in all loaded graphs
pyvgx.op
1	Allow()	Allow execution of opcode(s)
2	Assert()	Transmit state-assert operation
3	Attach()	Establish connection to remote subscriber(s)
4	Attached()	Return list of subscriber(s)
5	Bind()	Start VGX Transaction Service
6	Bound()	Return VGX Transaction Service run state
7	Consume()	Submit operation data for execution
8	Counters()	Return dict of operation I/O counters
9	DataCRC32c()	Return CRC32-c checksum of tokenized operation data
10	Deny()	Prevent execution of opcode(s)
11	Detach()	Disconnect attached connections
12	Fence()	Flush pending transactions to output stream and confirm
13	GetDefaultURIs()	Return default URI(s)
14	Heartbeat()	Enable or disable transmission of tic opcode
15	Pending()	Return number of bytes not yet processed by op parser
16	ProduceComment()	Inject message string into operation output stream
17	ProduceRaw()	Inject arbitrary data into operation output stream
18	Profile()	Apply opcode execution profile
19	Reset()	Reset operation parser and transaction serial number counter
20	Resume()	Resume production of operation transaction data
21	ResumeTxInput()	Resume modification of subscriber state via incoming transactions
22	ResumeTxOutput()	Resume transaction output from provider to attached subscribers
23	SetDefaultURIs()	Register default URI(s)
24	StrictSerial()	Enable or disable strictly increasing S/N in op parser
25	Subscribe()	Send request to become a VGX subscriber (destination)
26	Suspend()	Suspend production of operation transaction data
27	SuspendTxInput()	Pause modification of subscriber state caused by incoming transactions
28	SuspendTxOutput()	Pause transaction output from provider to attached subscribers
29	Throttle()	Limit processing rate of data submitted with `Consume()`
30	URI()	Return supplied URI as a tuple of parsed URI elements
31	Unbind()	Stop VGX Transaction Service
32	Unsubscribe()	Detach from VGX provider
33	VerifyCRC()	Enable or disable CRC validation in op parser
pyvgx
1	AutoArcTimestamps()	Enable automatic timestamps for arcs
2	avxbuild()	Return AVX version used when creating pyvgx libraries
3	compress()	Return a compressed, serialized object
4	cpuid()	Run x86-64 cpuid instruction
5	crc32c()	CRC32-c checksum of string
6	decode_utf8()	Return string from utf8 bytes
7	decompress()	Return an object from compressed data
8	deserialize()	Return an object from serialized data
9	enable_selftest()	Allow selftest functions to run
10	encode_utf8()	Return utf8 bytes from string
11	ihash128()	128-bit hash of integer
12	ihash64()	64-bit hash of integer
13	initadmin()	Initialize basic internal plugins
14	LogDebug()	Output DEBUG log message
15	LogError()	Output ERROR log message
16	LogInfo()	Output INFO log message
17	LogTimestamp()	Output a timestamped message
18	LogWarning()	Output WARNING log message
19	meminfo()	Return basic system memory information
20	popcnt()	Number of bits set to 1 in an integer
21	profile()	Execute basic system performance benchmark
22	rstr()	Return a random string
23	selftest()	Run internal self test
24	selftest_all()	Run all internal self tests
25	serialize()	Return a serialized object
26	SetOutputStream()	Redirect log output to file
27	sha256()	sha256 of string
28	strhash128()	128-bit hash of string
29	strhash64()	64-bit hash of string
30	threadid()	Thread ID of current thread
31	threadinit()	Initialize current thread’s random generators with unique seeds
32	threadlabel()	Assign label to current thread
33	timestamp()	Number of seconds since system start
34	tokenize()	Tokenize text
35	tokenize_min()	Tokenize and normalize text
36	version()	Library version
37	vgxrpndefs()	Return VGX Expression Language functions and constants

pyvgx.system

AddPlugin()

CancelSync()

Stop any ongoing synchronization activity

ClearReadonly()

Make all graphs writable

CountReadonly()

Return the number of readonly graphs

DeleteGraph()

Remove a graph from memory

DispatcherConfig()

Return HTTP server dispatcher config dict

DurabilityPoint()

Return the most recent durable transaction

EventsResumable()

Check if one or more graphs have TTL suspended

ExitRunServer()

Exit any currently blocking RunServer() call

Fingerprint()

Return a digest string representing the state of all loaded graph data

GetBuiltins()

Return builtin plugin functions

GetGraph()

Return a graph instance without taking ownership

GetPlugins()

Return user defined plugin functions

GetProperties()

Return a dict of all system properties

GetProperty()

Get a system property

HasProperty()

Check if a system property exists

Initialize()

Initialize library

IsInitialized()

Check if library is initialized

Meminfo()

Return memory information

NumProperties()

Return the number of system properties

Persist()

Persist all loaded graphs to disk

Registry()

All graphs loaded in memory

RemovePlugin()

Remove a user defined plugin function

RemoveProperties()

Remove all system properties

RemoveProperty()

Remove a system property

RequestHTTP()

Send HTTP request a remote service

RequestRate()

Return requests per second for HTTP Server A (main)

ResetMetrics()

Reset HTTP server metrics to their initial state

RestartHTTP()

Restart already running HTTP server

ResumeEvents()

Resume TTL for all graphs

Root()

Graph root directory

RunServer()

Enter infinite loop until SIGINT, or ExitRunServer() called

ServerAdminIP()

Return HTTP server ip address

ServerHost()

Return HTTP server host

ServerMetrics()

Return HTTP server metrics

ServerPorts()

Return HTTP server ports

ServerPrefix()

Return HTTP server prefix

ServiceInHTTP()

Service-in (or out) HTTP server plugin execution

SetProperties()

Set multiple system properties

SetProperty()

Set a system property

SetReadonly()

Make all graphs readonly

StartHTTP()

Start the VGX HTTP Service

Status()

Return dict with various system status information

StopHTTP()

Stop the VGX HTTP Service

SuspendEvents()

Stop TTL for all graphs

Sync()

Send all graph data to attached subscribers

System()

Return the system graph

Unload()

Reset system to uninitialized state

WritableVertices()

Return the total number of writable vertices in all loaded graphs

pyvgx.op

Allow()

Allow execution of opcode(s)

Assert()

Transmit state-assert operation

Attach()

Establish connection to remote subscriber(s)

Attached()

Return list of subscriber(s)

Bind()

Start VGX Transaction Service

Bound()

Return VGX Transaction Service run state

Consume()

Submit operation data for execution

Counters()

Return dict of operation I/O counters

DataCRC32c()

Return CRC32-c checksum of tokenized operation data

Deny()

Prevent execution of opcode(s)

Detach()

Disconnect attached connections

Fence()

Flush pending transactions to output stream and confirm

GetDefaultURIs()

Return default URI(s)

Heartbeat()

Enable or disable transmission of tic opcode

Pending()

Return number of bytes not yet processed by op parser

ProduceComment()

Inject message string into operation output stream

ProduceRaw()

Inject arbitrary data into operation output stream

Profile()

Apply opcode execution profile

Reset()

Reset operation parser and transaction serial number counter

Resume()

Resume production of operation transaction data

ResumeTxInput()

Resume modification of subscriber state via incoming transactions

ResumeTxOutput()

Resume transaction output from provider to attached subscribers

SetDefaultURIs()

StrictSerial()

Enable or disable strictly increasing S/N in op parser

Subscribe()

Send request to become a VGX subscriber (destination)

Suspend()

Suspend production of operation transaction data

SuspendTxInput()

Pause modification of subscriber state caused by incoming transactions

SuspendTxOutput()

Pause transaction output from provider to attached subscribers

Throttle()

Limit processing rate of data submitted with Consume()

URI()

Return supplied URI as a tuple of parsed URI elements

Unbind()

Stop VGX Transaction Service

Unsubscribe()

Detach from VGX provider

VerifyCRC()

Enable or disable CRC validation in op parser

pyvgx

AutoArcTimestamps()

Enable automatic timestamps for arcs

avxbuild()

Return AVX version used when creating pyvgx libraries

compress()

Return a compressed, serialized object

cpuid()

Run x86-64 cpuid instruction

crc32c()

CRC32-c checksum of string

decode_utf8()

Return string from utf8 bytes

decompress()

Return an object from compressed data

deserialize()

Return an object from serialized data

enable_selftest()

Allow selftest functions to run

encode_utf8()

Return utf8 bytes from string

ihash128()

128-bit hash of integer

ihash64()

64-bit hash of integer

initadmin()

Initialize basic internal plugins

LogDebug()

Output DEBUG log message

LogError()

Output ERROR log message

LogInfo()

Output INFO log message

LogTimestamp()

Output a timestamped message

LogWarning()

Output WARNING log message

meminfo()

Return basic system memory information

popcnt()

Number of bits set to 1 in an integer

profile()

Execute basic system performance benchmark

rstr()

Return a random string

selftest()

Run internal self test

selftest_all()

Run all internal self tests

serialize()

Return a serialized object

SetOutputStream()

Redirect log output to file

sha256()

sha256 of string

strhash128()

128-bit hash of string

strhash64()

64-bit hash of string

threadid()

Thread ID of current thread

threadinit()

Initialize current thread’s random generators with unique seeds

threadlabel()

Assign label to current thread

timestamp()

Number of seconds since system start

tokenize()

Tokenize text

tokenize_min()

Tokenize and normalize text

version()

Library version

vgxrpndefs()

Return VGX Expression Language functions and constants

2.2. pyvgx Objects

Constant	Description
pyvgx.DefaultSimilarity	Built-in Similarity object for use with vectors not associated with a graph

Constant

Description

pyvgx.DefaultSimilarity

Built-in Similarity object for use with vectors not associated with a graph

2.3. pyvgx Constants

N	Constant	Description
Arc Direction
1	D_ANY	Any direction
2	D_BOTH	Both
3	D_IN	In
4	D_OUT	Out
Arc Modifier
1	M_ACC	Accumulator
2	M_ANY	Any modifier
3	M_CNT	Counter
4	M_DIST	Distance
5	M_FLT	Single precision float
6	M_FLTAGGR	Float aggregation
7	M_FWDONLY	Forward arc only (bitmask)
8	M_INT	Signed 32-bit integer
9	M_INTAGGR	Integer aggregation
10	M_LSH	Bit pattern for hamming distance matching
11	M_SIM	Similarity
12	M_STAT	Static
13	M_TMC	Creation time
14	M_TMM	Modification time
15	M_TMX	Expiration time
16	M_UINT	Unsigned 32-bit integer
Value Condition
1	V_ANY	Any value
2	V_DYN_DELTA	Dynamic within additive value deviation
3	V_DYN_EQ	Dynamic equal
4	V_DYN_GT	Dynamic greater than
5	V_DYN_GTE	Dynamic greater than or equal
6	V_DYN_LT	Dynamic less than
7	V_DYN_LTE	Dynamic less than or equal
8	V_DYN_NEQ	Dynamic not equal
9	V_DYN_RATIO	Dynamic within multiplicative value deviation
10	V_EQ	Equal
11	V_GT	Greater than
12	V_GTE	Greater than or equal
13	V_LT	Less than
14	V_LTE	Less than or equal
15	V_NEQ	Not equal
16	V_NRANGE	Value outside range
17	V_RANGE	Value within range
Collect
1	C_COLLECT	Collect arcs
2	C_NONE	No collect
3	C_SCAN	No collect, continue after first match
Result Field
1	F_AARC	Arc fields plus tail and head identifiers
2	F_ADDR	Memory address
3	F_ALL	All fields
4	F_ANCHOR	Tail identifier
5	F_ANCHOR_OBID	Tail internalid
6	F_ARC	Arc fields plus head identifier
7	F_ARCDIR	Arc direction
8	F_DEFAULT	Default fields
9	F_DEG	Degree
10	F_DEGREES	All degree fields
11	F_DEPTH	Navigation depth
12	F_DESCR	Descriptor
13	F_DETAILS	Internal details
14	F_HAM	Hamming distance
15	F_HANDLE	Object handle
16	F_ID	Identifier
17	F_IDEG	Indegree
18	F_MOD	Arc modifier
19	F_NAMES	All identifiers and types
20	F_NONE	No fields
21	F_OBID	Internalid
22	F_ODEG	Outdegree
23	F_PRED	All arc fields
24	F_PROP	Properties
25	F_PROPS	Properties and vector
26	F_RANK	Rank score
27	F_RAW	Raw bytes
28	F_REL	Arc relationship type
29	F_RLV	Similarity and hamming distance
30	F_SIM	Similarity score
31	F_TMC	Creation time
32	F_TMM	Modification time
33	F_TMX	Expiration time
34	F_TSTAMP	All timestamps
35	F_TYPE	Type
36	F_VAL	Arc value
37	F_VEC	Vector
Result List Entry
1	R_COUNTS	Include hit counts in result
2	R_DEFAULT	Default result format
3	R_DICT	Dictionary with all selected fields
4	R_LIST	List of all selected fields
5	R_METAS	Include timing and hit counts in result
6	R_SIMPLE	Simple representation of a single field (earliest display order)
7	R_STR	Single string entry representing all selected fields
8	R_TIMING	Include timing details in result
Sort
1	S_ADDR	Sort by vertex memory address
2	S_ANCHOR	Sort by anchor vertex identifier string
3	S_ANCHOR_OBID	Sort by anchor vertex internalid
4	S_ASC	Sort ascending
5	S_DEG	Sort by vertex degree
6	S_DESC	Sort descending
7	S_HAM	Sort by hamming distance
8	S_ID	Sort by vertex identifier string
9	S_IDEG	Sort by vertex indegree
10	S_NATIVE	No sorting (but traverse all to compute counts)
11	S_NONE	No sorting
12	S_OBID	Sort by vertex internalid
13	S_ODEG	Sort by vertex outdegree
14	S_RANDOM	Sort in random order
15	S_RANK	Sort by rank score
16	S_SIM	Sort by similarity score
17	S_TMC	Sort by vertex creation time
18	S_TMM	Sort by vertex modification time
19	S_TMX	Sort by vertex expiration time
20	S_VAL	Sort by arc value
Timestamp
1	T_MAX	Largest timestamp (Thu Dec 31 23:59:59 2099)
2	T_MIN	Smallest timestamp (Thu Jan 01 00:00:01 1970)
3	T_NEVER	Infinite future
Memory Register Indices
1	R1	-1
2	R2	-2
3	R3	-3
4	R4	-4
Operation Opcode Filters and Profiles
*opcode*
1	op.OP_nop	No operation
2	op.OP_vxn	New vertex
3	op.OP_vxd	Delete vertex
4	op.OP_vxr	Set vertex rank
5	op.OP_vxt	Set vertex type
6	op.OP_vxx	Set vertex expiration
7	op.OP_vxc	Convert vertex manifestation
8	op.OP_vps	Set vertex property
9	op.OP_vpd	Delete vertex property
10	op.OP_vpc	Clear vertex properties
11	op.OP_vvs	Set vertex vector
12	op.OP_vvd	Delete vertex vector
13	op.OP_vod	Delete vertex outarcs
14	op.OP_vid	Delete vertex inarcs
15	op.OP_val	Acquire vertex write lock
16	op.OP_vrl	Release vertex write lock
17	op.OP_arc	Create arc
18	op.OP_ard	Delete arc
19	op.OP_sya	System attach
20	op.OP_syd	System detach
21	op.OP_rcl	Clear registry
22	op.OP_scf	Configure similarity
23	op.OP_grn	New graph
24	op.OP_grd	Delete graph
25	op.OP_com	Send data as comment
26	op.OP_dat	Send raw data
27	op.OP_clg	Clone graph
28	op.OP_grt	Truncate graph
29	op.OP_grp	Persist graph
30	op.OP_grs	Assert graph state
31	op.OP_grr	Set graph readonly
32	op.OP_grw	Set graph writable
33	op.OP_gre	Enable background TTL
34	op.OP_gri	Disable background TTL
35	op.OP_tic	Heartbeat
36	op.OP_evx	Execute all due TTL events
37	op.OP_lxw	Acquire multiple vertex write locks atomically
38	op.OP_ulv	Release multiple vertex write locks atomically
39	op.OP_ula	Release all vertex write locks atomically
40	op.OP_vea	Add vertex type enumeration
41	op.OP_ved	Remove vertex type enumeration
42	op.OP_rea	Add relationship enumeration
43	op.OP_red	Remove relationship enumeration
44	op.OP_dea	Add vector dimension enumeration
45	op.OP_ded	Remove vector dimension enumeration
46	op.OP_kea	Add property key enumeration
47	op.OP_ked	Remove property key enumeration
48	op.OP_sea	Add property string value enumeration
49	op.OP_sed	Remove property string value enumeration
*action group*
1	op.OP_ACTION_assign	All opcodes modifying an existing object value: vxr, vxt, vxx, vxc.
2	op.OP_ACTION_create	All opcodes creating a new object: vxn, vps, vvs, arc, scf, clg, grn, vea, rea, dea, kea, sea.
3	op.OP_ACTION_delete	All opcodes deleting an object: vxd, vpd, vpc, vvd, vod, vid, ard, rcl, grd, grt, ved, red, ded, ked, sed.
4	op.OP_ACTION_event	Opcodes that communicate various actions: nop, com, dat, grp, grs, tic, evx.
*scope group*
1	op.OP_SCOPE_single	Opcodes that affect a single object: nop, vxn, vxd,vxr, vxt, vxx, vxc, vps, vpd, vvs, vvd, val, vrl, arc, scf, grn, grd, com, dat, clg, grt, grp, grs, grr, grw, gre, gri, tic, evx, vea, ved, rea, red, dea, ded, kea, ked, sea, sed.
2	op.OP_SCOPE_multiple	Opcodes that affect multiple objects: vpc, vod, vid, val, ard, sya, syd, rcl, lxw, ulv, ula.
*target group*
1	op.OP_TARGET_vertex	Opcodes that target vertex objects: vxn, vxd, vxr, vxt, vxx, vxc, vps, vpd, vpc, vvs, vvd, vod, vid, val, vrl.
2	op.OP_TARGET_arc	Opcodes that target arcs: arc, ard.
3	op.OP_TARGET_system	Opcodes that target the system: sya, syd, rcl, scf, com, dat, clg.
4	op.OP_TARGET_graph	Opcodes that target graph objects: grn, grd, grt, grp, grs.
5	op.OP_TARGET_rw	Opcodes that target graph readonly state: grr, grw.
6	op.OP_TARGET_evp	Opcodes that target graph background TTL: gre, gri.
7	op.OP_TARGET_time	Opcodes that target graph timer: tic.
8	op.OP_TARGET_exec	Opcodes that target mass-execution: evx.
9	op.OP_TARGET_acquire	Opcodes that change the write lock state of vertices: lxw, ulv, ula.
10	op.OP_TARGET_enum	Opcodes that target enumerations: vea, ved, rea, red, dea, ded, kea, ked, sea, sed.
*any*
1	op.OP_ANY	All opcodes
*profile*
1	op.OP_PROFILE_consumer	Filter profile suitable for a vgx consumer instance: vxn, vxd, vxr, vxt, vxx, vxc, vps, vpd, vpc, vvs, vvd, vod, vid, val, vrl, arc, ard, scf, com, dat, grn, tic, lxw, ulv, ula, vea, ved, rea, red, dea, ded, kea, ked, sea, sed. (The following operations are ignored after applying this profile: sya, syd, rcl, clg, grd, grt, grp, grs, grr, grw, gre, gri, evx.)

Constant

Description

Any direction

Both

Out

Accumulator

Any modifier

Counter

Distance

Single precision float

M_FLTAGGR

Float aggregation

M_FWDONLY

Forward arc only (bitmask)

M_INT

Signed 32-bit integer

M_INTAGGR

Integer aggregation

M_LSH

Bit pattern for hamming distance matching

Similarity

Static

Creation time

Modification time

Expiration time

Unsigned 32-bit integer

Value Condition

V_ANY

Any value

V_DYN_DELTA

Dynamic within additive value deviation

V_DYN_EQ

Dynamic equal

V_DYN_GT

Dynamic greater than

V_DYN_GTE

Dynamic greater than or equal

V_DYN_LT

Dynamic less than

V_DYN_LTE

Dynamic less than or equal

V_DYN_NEQ

Dynamic not equal

V_DYN_RATIO

Dynamic within multiplicative value deviation

V_EQ

Equal

V_GT

Greater than

V_GTE

Greater than or equal

Less than

Less than or equal

Not equal

Value outside range

Value within range

Collect arcs

No collect

No collect, continue after first match

Result Field

F_AARC

Arc fields plus tail and head identifiers

Memory address

All fields

Tail identifier

Tail internalid

Arc fields plus head identifier

Arc direction

Default fields

Degree

All degree fields

Navigation depth

Descriptor

Internal details

Hamming distance

Object handle

Identifier

Indegree

Arc modifier

All identifiers and types

No fields

Internalid

Outdegree

All arc fields

Properties

Properties and vector

F_RANK

Rank score

F_RAW

Raw bytes

F_REL

Arc relationship type

F_RLV

Similarity and hamming distance

Similarity score

Creation time

Modification time

Expiration time

All timestamps

Type

Arc value

Vector

Result List Entry

R_COUNTS

Include hit counts in result

R_DEFAULT

Default result format

R_DICT

Dictionary with all selected fields

R_LIST

List of all selected fields

R_METAS

Include timing and hit counts in result

R_SIMPLE

Simple representation of a single field (earliest display order)

R_STR

Single string entry representing all selected fields

R_TIMING

Include timing details in result

Sort

S_ADDR

Sort by vertex memory address

S_ANCHOR

Sort by anchor vertex identifier string

S_ANCHOR_OBID

Sort by anchor vertex internalid

S_ASC

Sort ascending

S_DEG

Sort by vertex degree

S_DESC

Sort descending

S_HAM

Sort by hamming distance

S_ID

Sort by vertex identifier string

S_IDEG

Sort by vertex indegree

S_NATIVE

No sorting (but traverse all to compute counts)

S_NONE

No sorting

S_OBID

Sort by vertex internalid

S_ODEG

Sort by vertex outdegree

S_RANDOM

Sort in random order

S_RANK

Sort by rank score

S_SIM

Sort by similarity score

S_TMC

Sort by vertex creation time

S_TMM

Sort by vertex modification time

S_TMX

Sort by vertex expiration time

S_VAL

Sort by arc value

Timestamp

T_MAX

Largest timestamp (Thu Dec 31 23:59:59 2099)

T_MIN

Smallest timestamp (Thu Jan 01 00:00:01 1970)

T_NEVER

Infinite future

Memory Register Indices

-1

-2

-3

-4

Operation Opcode Filters and Profiles

No operation

New vertex

Delete vertex

Set vertex rank

Set vertex type

Set vertex expiration

op.OP_vxc

Convert vertex manifestation

op.OP_vps

Set vertex property

op.OP_vpd

Delete vertex property

op.OP_vpc

Clear vertex properties

op.OP_vvs

Set vertex vector

op.OP_vvd

Delete vertex vector

op.OP_vod

Delete vertex outarcs

op.OP_vid

Delete vertex inarcs

op.OP_val

Acquire vertex write lock

op.OP_vrl

Release vertex write lock

Create arc

Delete arc

System attach

System detach

Clear registry

Configure similarity

New graph

Delete graph

Send data as comment

Send raw data

Clone graph

Truncate graph

Persist graph

Assert graph state

Set graph readonly

Set graph writable

Enable background TTL

op.OP_gri

Disable background TTL

op.OP_tic

Heartbeat

op.OP_evx

Execute all due TTL events

op.OP_lxw

Acquire multiple vertex write locks atomically

op.OP_ulv

Release multiple vertex write locks atomically

op.OP_ula

Release all vertex write locks atomically

op.OP_vea

Add vertex type enumeration

op.OP_ved

Remove vertex type enumeration

op.OP_rea

Add relationship enumeration

op.OP_red

Remove relationship enumeration

op.OP_dea

Add vector dimension enumeration

op.OP_ded

Remove vector dimension enumeration

op.OP_kea

Add property key enumeration

op.OP_ked

Remove property key enumeration

op.OP_sea

Add property string value enumeration

op.OP_sed

Remove property string value enumeration

action group

op.OP_ACTION_assign

All opcodes modifying an existing object value: vxr, vxt, vxx, vxc.

op.OP_ACTION_create

All opcodes creating a new object: vxn, vps, vvs, arc, scf, clg, grn, vea, rea, dea, kea, sea.

op.OP_ACTION_delete

All opcodes deleting an object: vxd, vpd, vpc, vvd, vod, vid, ard, rcl, grd, grt, ved, red, ded, ked, sed.

op.OP_ACTION_event

Opcodes that communicate various actions: nop, com, dat, grp, grs, tic, evx.

scope group

op.OP_SCOPE_single

Opcodes that affect a single object: nop, vxn, vxd,vxr, vxt, vxx, vxc, vps, vpd, vvs, vvd, val, vrl, arc, scf, grn, grd, com, dat, clg, grt, grp, grs, grr, grw, gre, gri, tic, evx, vea, ved, rea, red, dea, ded, kea, ked, sea, sed.

op.OP_SCOPE_multiple

Opcodes that affect multiple objects: vpc, vod, vid, val, ard, sya, syd, rcl, lxw, ulv, ula.

target group

op.OP_TARGET_vertex

Opcodes that target vertex objects: vxn, vxd, vxr, vxt, vxx, vxc, vps, vpd, vpc, vvs, vvd, vod, vid, val, vrl.

op.OP_TARGET_arc

Opcodes that target arcs: arc, ard.

op.OP_TARGET_system

Opcodes that target the system: sya, syd, rcl, scf, com, dat, clg.

op.OP_TARGET_graph

Opcodes that target graph objects: grn, grd, grt, grp, grs.

op.OP_TARGET_rw

Opcodes that target graph readonly state: grr, grw.

op.OP_TARGET_evp

Opcodes that target graph background TTL: gre, gri.

op.OP_TARGET_time

Opcodes that target graph timer: tic.

op.OP_TARGET_exec

Opcodes that target mass-execution: evx.

op.OP_TARGET_acquire

Opcodes that change the write lock state of vertices: lxw, ulv, ula.

op.OP_TARGET_enum

Opcodes that target enumerations: vea, ved, rea, red, dea, ded, kea, ked, sea, sed.

any

op.OP_ANY

All opcodes

profile

op.OP_PROFILE_consumer

Filter profile suitable for a vgx consumer instance: vxn, vxd, vxr, vxt, vxx, vxc, vps, vpd, vpc, vvs, vvd, vod, vid, val, vrl, arc, ard, scf, com, dat, grn, tic, lxw, ulv, ula, vea, ved, rea, red, dea, ded, kea, ked, sea, sed.
(The following operations are ignored after applying this profile: sya, syd, rcl, clg, grd, grt, grp, grs, grr, grw, gre, gri, evx.)

2.4. pyvgx Exceptions

N	Exception	Description
1	AccessError	Vertex cannot be accessed
2	ArcError	Arc specification is invalid or arc cannot be deleted
3	DataError	Bad configuration or corrupted data found.
4	EnumerationError	Error when mapping between external and internal data representation
5	InternalError	Unknown internal error
6	OperationTimeout	System management operation cannot be completed
7	PluginError	Plugin execution error
8	QueryError	Query cannot be completed
9	RequestError	PluginRequest object error
10	ResponseError	PluginResponse object error
11	ResultError	Query result cannot be generated
12	SearchError	Internal search error
13	VertexError	Invalid vertex attribute assignment

Exception

Description

AccessError

Vertex cannot be accessed

ArcError

Arc specification is invalid or arc cannot be deleted

DataError

Bad configuration or corrupted data found.

EnumerationError

Error when mapping between external and internal data representation

InternalError

Unknown internal error

OperationTimeout

System management operation cannot be completed

PluginError

Plugin execution error

QueryError

Query cannot be completed

RequestError

PluginRequest object error

ResponseError

PluginResponse object error

ResultError

Query result cannot be generated

SearchError

Internal search error

VertexError

Invalid vertex attribute assignment

3. pyvgx.Graph

Graph Constructor	Description
pyvgx.Graph()	Create a new graph

Graph Constructor

Description

pyvgx.Graph()

Create a new graph

3.1. Graph Members

N	Graph Member	Description
1	g.name	Name of graph
2	g.objcnt	Object counters
3	g.order	Number of vertices in graph
4	g.path	Graph path
5	g.sim	Graph similarity object
6	g.size	Number of arcs in graph
7	g.ts	Current graph timestamp

Graph Member

Description

g.name

Name of graph

g.objcnt

Object counters

g.order

Number of vertices in graph

g.path

Graph path

g.sim

Graph similarity object

g.size

Number of arcs in graph

g.ts

Current graph timestamp

3.2. Graph Vertex Methods

N	Graph Vertex Method	Description
1	g.CloseAll()	Close all vertices opened by current thread
2	g.CloseVertex()	Close vertex
3	g.CloseVertices()	Close multiple vertices
4	g.CommitAll()	Commit all write-locked vertices opened by current thread
5	g.CreateVertex()	Create a new vertex
6	g.DeleteVertex()	Delete a vertex from graph
7	g.EscalateVertex()	Promote readonly vertex to writable
8	g.GetOpenVertices()	Return a list of open vertices and their threads
9	g.NewVertex()	Return a vertex object, create vertex if necessary
10	g.OpenVertex()	Return a vertex object in specified access mode
11	g.OpenVertices()	Return a list of multiple vertex objects in specified access mode
12	g.RelaxVertex()	Demote writable vertex to readonly

Graph Vertex Method

Description

g.CloseAll()

Close all vertices opened by current thread

g.CloseVertex()

Close vertex

g.CloseVertices()

Close multiple vertices

g.CommitAll()

Commit all write-locked vertices opened by current thread

g.CreateVertex()

Create a new vertex

g.DeleteVertex()

Delete a vertex from graph

g.EscalateVertex()

Promote readonly vertex to writable

g.GetOpenVertices()

Return a list of open vertices and their threads

g.NewVertex()

Return a vertex object, create vertex if necessary

g.OpenVertex()

Return a vertex object in specified access mode

g.OpenVertices()

Return a list of multiple vertex objects in specified access mode

g.RelaxVertex()

Demote writable vertex to readonly

3.3. Graph Arc Methods

N	Graph Arc Method	Description
1	g.Accumulate()	Accumulate float value for arc between two vertices
2	g.Connect()	Create arcs between vertices
3	g.Count()	Increment integer value for arc between two vertices
4	g.Disconnect()	Remove arc(s) between two vertices

Graph Arc Method

Description

g.Accumulate()

Accumulate float value for arc between two vertices

g.Connect()

Create arcs between vertices

g.Count()

Increment integer value for arc between two vertices

g.Disconnect()

Remove arc(s) between two vertices

3.4. Graph Query Methods

N	Graph Query Method	Description
1	g.Adjacent()	Check if a vertex is adjacent to other vertices
2	g.Aggregate()	Perform aggregation of arc values in neighborhood
3	g.ArcValue()	Return value of specific arc
4	g.Arcs()	Global search returning arcs in graph
5	g.Degree()	Return total number of arcs for a vertex
6	g.GetVertex()	Return vertex in readonly mode
7	g.GetVertexID()	Return identifier for specific vertex or random vertex
8	g.HasVertex()	Check if graph has vertex
9	g.Inarcs()	Return number of vertex inarcs
10	g.Initials()	Return the list of vertices with outarcs to specified vertex
11	g.Neighborhood()	Execute a vertex neighborhood query
13	g.OpenNeighbor()	Return one neighbor of vertex
12	g.Outarcs()	Return number of vertex outarcs
13	g.Search()	Execute a graph search and return result in human readable format
14	g.Terminals()	Return the list of vertices with inarcs from specified vertex
15	g.VertexIdByAddress()	Retrieve vertex identifier by vertex memory address
16	g.Vertices()	Global search returning vertices in graph
17	g.VerticesType()	Global graph search returning vertices of specified type

Graph Query Method

Description

g.Adjacent()

Check if a vertex is adjacent to other vertices

g.Aggregate()

Perform aggregation of arc values in neighborhood

g.ArcValue()

Return value of specific arc

g.Arcs()

Global search returning arcs in graph

g.Degree()

Return total number of arcs for a vertex

g.GetVertex()

Return vertex in readonly mode

g.GetVertexID()

Return identifier for specific vertex or random vertex

g.HasVertex()

Check if graph has vertex

g.Inarcs()

Return number of vertex inarcs

g.Initials()

Return the list of vertices with outarcs to specified vertex

g.Neighborhood()

Execute a vertex neighborhood query

g.OpenNeighbor()

Return one neighbor of vertex

g.Outarcs()

Return number of vertex outarcs

g.Search()

Execute a graph search and return result in human readable format

g.Terminals()

Return the list of vertices with inarcs from specified vertex

g.VertexIdByAddress()

Retrieve vertex identifier by vertex memory address

g.Vertices()

Global search returning vertices in graph

g.VerticesType()

Global graph search returning vertices of specified type

3.5. Graph Query Object Methods

N	Graph Query Object Method	Description
1	g.NewAdjacencyQuery()	Return new pyvgx.AdjacencyQuery object for graph adjacency test
2	g.NewAggregatorQuery()	Return new pyvgx.AggregatorQuery object for graph aggregation
3	g.NewArcsQuery()	Return new pyvgx.GlobalQuery object for global arc search
4	g.NewNeighborhoodQuery()	Return new pyvgx.NeighborhoodQuery object for graph search
5	g.NewVerticesQuery()	Return new pyvgx.GlobalQuery object for global vertex search

Graph Query Object Method

Description

g.NewAdjacencyQuery()

Return new pyvgx.AdjacencyQuery object for graph adjacency test

g.NewAggregatorQuery()

Return new pyvgx.AggregatorQuery object for graph aggregation

g.NewArcsQuery()

Return new pyvgx.GlobalQuery object for global arc search

g.NewNeighborhoodQuery()

Return new pyvgx.NeighborhoodQuery object for graph search

g.NewVerticesQuery()

Return new pyvgx.GlobalQuery object for global vertex search

3.6. Graph Evaluator Methods

N	Graph Evaluator Method	Description
1	g.CountDefinitions()	Return the number of defined evaluator expressions
2	g.Define()	Define and store an evaluator expression to be invoked later
3	g.Evaluate()	Evaluate an expression
4	g.GetDefinition()	Return previously defined evaluator expression
5	g.GetDefinitions()	Return all previously defined evaluator expressions
6	g.IsDefined()	Check if named expression is defined
7	g.Memory()	Return new memory object

Graph Evaluator Method

Description

g.CountDefinitions()

Return the number of defined evaluator expressions

g.Define()

Define and store an evaluator expression to be invoked later

g.Evaluate()

Evaluate an expression

g.GetDefinition()

Return previously defined evaluator expression

g.GetDefinitions()

Return all previously defined evaluator expressions

g.IsDefined()

Check if named expression is defined

g.Memory()

Return new memory object

3.7. Graph Management Methods

N	Graph Management Method	Description
1	g.ClearGraphReadonly()	Make graph writable
2	g.Close()	Close graph instance
3	g.Erase()	Remove graph data from memory and disk
4	g.GetMemoryUsage()	Return graph memory usage information
5	g.IsGraphLocal()	Check if graph is local only
6	g.IsGraphReadonly()	Check if graph is readonly
7	g.Lock()	Acquire and return a lock object
8	g.Synchronized()	Call any function in a synchronized context
9	g.Order()	Return number of vertices in graph
10	g.ResetCounters()	Reset query counters to zero
11	g.ResetSerial()	Modify graph serial number
12	g.Save()	Persist graph to disk
13	g.SetGraphReadonly()	Make graph readonly
14	g.Size()	Return number of arcs in graph
15	g.Status()	Return graph status information
16	g.Sync()	Send all VGX source data to attached destination(s)
17	g.Truncate()	Delete all graph data

Graph Management Method

Description

g.ClearGraphReadonly()

Make graph writable

g.Close()

Close graph instance

g.Erase()

Remove graph data from memory and disk

g.GetMemoryUsage()

Return graph memory usage information

g.IsGraphLocal()

Check if graph is local only

g.IsGraphReadonly()

Check if graph is readonly

g.Lock()

Acquire and return a lock object

g.Synchronized()

Call any function in a synchronized context

g.Order()

Return number of vertices in graph

g.ResetCounters()

Reset query counters to zero

g.ResetSerial()

Modify graph serial number

g.Save()

Persist graph to disk

g.SetGraphReadonly()

Make graph readonly

g.Size()

Return number of arcs in graph

g.Status()

Return graph status information

g.Sync()

Send all VGX source data to attached destination(s)

g.Truncate()

Delete all graph data

3.8. Graph Enumeration Methods

N	Graph Enumeration Method	Description
Relationship
1	g.EnumRelationship()	Define relationship enumeration and return code
2	g.Relationship()	Return relationship by enumeration code
3	g.Relationships()	Return dict of all mapped relationships
Vertex Type
4	g.EnumVertexType()	Define vertex type enumeration and return code
5	g.VertexType()	Return vertex type by enumeration code
6	g.VertexTypes()	Return dict of all mapped vertex types
Vector Dimension
7	g.Dimension()	Return vector dimension by enumeration code
8	g.EnumDimension()	Define vector dimension enumeration and return code
Property Key
9	g.EnumKey()	Define property key enumeration and return code
10	g.Key()	Return property key by enumeration code
11	g.PropertyKeys()	Return dict of all mapped property keys
Property String Value
12	g.EnumValue()	Define property string value enumeration and return code
13	g.PropertyStringValues()	Return dict of all mapped property string values
14	g.Value()	Return property string value by enumeration code

Graph Enumeration Method

Description

Relationship

g.EnumRelationship()

Define relationship enumeration and return code

g.Relationship()

Return relationship by enumeration code

g.Relationships()

Return dict of all mapped relationships

Vertex Type

g.EnumVertexType()

Define vertex type enumeration and return code

g.VertexType()

Return vertex type by enumeration code

g.VertexTypes()

Return dict of all mapped vertex types

Vector Dimension

g.Dimension()

Return vector dimension by enumeration code

g.EnumDimension()

Define vector dimension enumeration and return code

Property Key

g.EnumKey()

Define property key enumeration and return code

g.Key()

Return property key by enumeration code

g.PropertyKeys()

Return dict of all mapped property keys

Property String Value

g.EnumValue()

Define property string value enumeration and return code

g.PropertyStringValues()

Return dict of all mapped property string values

g.Value()

Return property string value by enumeration code

3.9. Graph Event Methods

N	Graph Event Method	Description
1	g.EventBacklog()	Return current state of TTL processor
2	g.EventDisable()	Stop internal TTL processing
3	g.EventEnable()	Resume internal TTL processing (if stopped)
4	g.EventFlush()	Flush event queues to schedules (for debugging.)
5	g.EventParam()	Return parameters currently in effect for TTL processor

Graph Event Method

Description

g.EventBacklog()

Return current state of TTL processor

g.EventDisable()

Stop internal TTL processing

g.EventEnable()

Resume internal TTL processing (if stopped)

g.EventFlush()

Flush event queues to schedules (for debugging.)

g.EventParam()

Return parameters currently in effect for TTL processor

3.10. Graph Miscellaneous Methods

N	Graph Miscellaneous Method	Description
1	g.DebugCheckAllocators()	Run internal allocator diagnostic routines (for debugging)
2	g.DebugDumpGraph()	Print internal graph information
3	g.DebugFindObjectByIdentifier()	Return a representation of the object with the given identifier (for debugging)
4	g.DebugGetObjectByAddress()	Return a representation of the object at given address (for debugging)
5	g.DebugPrintAllocators()	Print internal allocator information (for debugging)
6	g.ShowOpenVertices()	Print a list of open vertices and the threads owning them
7	g.ShowVertex()	Print internal representation of vertex
8	g.VertexDescriptor()	Return a string representing internal descriptor data for vertex

Graph Miscellaneous Method

Description

g.DebugCheckAllocators()

Run internal allocator diagnostic routines (for debugging)

g.DebugDumpGraph()

Print internal graph information

g.DebugFindObjectByIdentifier()

Return a representation of the object with the given identifier (for debugging)

g.DebugGetObjectByAddress()

Return a representation of the object at given address (for debugging)

g.DebugPrintAllocators()

Print internal allocator information (for debugging)

g.ShowOpenVertices()

Print a list of open vertices and the threads owning them

g.ShowVertex()

Print internal representation of vertex

g.VertexDescriptor()

Return a string representing internal descriptor data for vertex

4. pyvgx.Vertex

Vertex Constructor	Description
pyvgx.Vertex()	Explicit vertex constructor

Vertex Constructor

Description

pyvgx.Vertex()

Explicit vertex constructor

4.1. Vertex Members

N Vertex Member Description

N	Vertex Member	Description
1	v.address	Memory address of vertex
2	v.b0	Special internal: ANN seed number
3	v.b1	Special internal: ANN arc LSH rotate
4	v.bidx	Allocator block number for vertex object (for debugging)
5	v.bitindex	Vertex object bitvector offset
6	v.bitvector	Vertex bitvector quadword
7	v.c0	Dynamic rank 0_th order coefficient
8	v.c1	Dynamic rank 1_st order coefficient
9	v.deg	Vertex degree
10	v.descriptor	Numeric representation of vertex descriptor
11	v.enum	Process independent numeric (int) vertex identifier
12	v.handle	Process independent numeric (long) vertex identifier
13	v.id	Identifier
14	v.ideg	Vertex indegree
15	v.index	Vertex object offset in memory
16	v.internalid	Internal identifier (strhash128)
17	v.isolated	True when vertex degree is zero
18	v.odeg	Vertex outdegree
19	v.oidx	Allocator block offset for vertex object (for debugging)
20	v.op	Operation id of last modifying graph operation for this vertex
21	v.owner	ID of thread holding one or more write-locks for this vertex
22	v.properties	Vertex properties as dictionary
23	v.readers	Number of readonly acquisitions for this vertex
24	v.refc	Vertex object reference count (for debugging)
25	v.rtx	Vertex remaining TTL
26	v.tmc	Vertex creation time
27	v.tmm	Vertex modification time
28	v.tmx	Vertex expiration time
29	v.type	Vertex type
30	v.vector	Vertex vector as a list of components
31	v.virtual	`True` if vertex exists only to serve as terminal for other vertices
32	v.xrecursion	Number of write-locks held by vertex owner.

v.address

Memory address of vertex

v.b0

Special internal: ANN seed number

v.b1

Special internal: ANN arc LSH rotate

v.bidx

Allocator block number for vertex object (for debugging)

v.bitindex

Vertex object bitvector offset

v.bitvector

Vertex bitvector quadword

v.c0

Dynamic rank 0_th order coefficient

v.c1

Dynamic rank 1_st order coefficient

v.deg

Vertex degree

v.descriptor

Numeric representation of vertex descriptor

v.enum

Process independent numeric (int) vertex identifier

v.handle

Process independent numeric (long) vertex identifier

v.id

Identifier

v.ideg

Vertex indegree

v.index

Vertex object offset in memory

v.internalid

Internal identifier (strhash128)

v.isolated

True when vertex degree is zero

v.odeg

Vertex outdegree

v.oidx

Allocator block offset for vertex object (for debugging)

v.op

Operation id of last modifying graph operation for this vertex

v.owner

ID of thread holding one or more write-locks for this vertex

v.properties

Vertex properties as dictionary

v.readers

Number of readonly acquisitions for this vertex

v.refc

Vertex object reference count (for debugging)

v.rtx

Vertex remaining TTL

v.tmc

Vertex creation time

v.tmm

Vertex modification time

v.tmx

Vertex expiration time

v.type

Vertex type

v.vector

Vertex vector as a list of components

v.virtual

True if vertex exists only to serve as terminal for other vertices

v.xrecursion

Number of write-locks held by vertex owner.

4.2. Vertex Access Methods

N Vertex Access Method Description

N	Vertex Access Method	Description
1	v.Close()	Release vertex access lock
2	v.Escalate()	Promote vertex access from readonly to writable
3	v.Readable()	`True` if vertex information can be read
4	v.Readonly()	`True` if vertex is readonly
5	v.Relax()	Relax vertex access from writable to readonly
6	v.Writable()	`True` if vertex is writable

v.Close()

Release vertex access lock

v.Escalate()

Promote vertex access from readonly to writable

v.Readable()

True if vertex information can be read

v.Readonly()

True if vertex is readonly

v.Relax()

Relax vertex access from writable to readonly

v.Writable()

True if vertex is writable

4.3. Vertex Rank Methods

N	Vertex Rank Method	Description
1	v.GetRank()	Return dynamic rank coefficients
2	v.SetRank()	Assign dynamic rank coefficients

Vertex Rank Method

Description

v.GetRank()

Return dynamic rank coefficients

v.SetRank()

Assign dynamic rank coefficients

4.4. Vertex Property Methods

N	Vertex Property Method	Description
1	v.GetProperties()	Return all vertex properties as a dictionary
2	v.GetProperty()	Retrieve a vertex property
3	v.HasProperties()	Check if a vertex has any properties
4	v.HasProperty()	Check if a vertex property exists
5	v.IncProperty()	Increment a numeric vertex property
6	v.NumProperties()	Return the number of properties assigned to a vertex
7	v.RemoveProperties()	Delete all vertex properties
8	v.RemoveProperty()	Delete a vertex property
9	v.SetProperties()	Assign multiple vertex properties from a dictionary
10	v.SetProperty()	Assign a vertex property
11	v.items()	Return a list of all vertex property key-value pairs
12	v.keys()	Return a list of all vertex property keys
13	v.values()	Return a list of all vertex property values

Vertex Property Method

Description

v.GetProperties()

Return all vertex properties as a dictionary

v.GetProperty()

Retrieve a vertex property

v.HasProperties()

Check if a vertex has any properties

v.HasProperty()

Check if a vertex property exists

v.IncProperty()

Increment a numeric vertex property

v.NumProperties()

Return the number of properties assigned to a vertex

v.RemoveProperties()

Delete all vertex properties

v.RemoveProperty()

Delete a vertex property

v.SetProperties()

Assign multiple vertex properties from a dictionary

v.SetProperty()

Assign a vertex property

v.items()

Return a list of all vertex property key-value pairs

v.keys()

Return a list of all vertex property keys

v.values()

Return a list of all vertex property values

4.5. Vertex Vector Methods

N	Vertex Vector Method	Description
1	v.ArcLSH()	32-bit segment extracted from 64-bit LSH
2	v.GetVector()	Return the vertex vector
3	v.HasVector()	Check if vertex has a vector
4	v.RemoveVector()	Delete vector from vertex
5	v.SetVector()	Assign a new vector to vertex

Vertex Vector Method

Description

v.ArcLSH()

32-bit segment extracted from 64-bit LSH

v.GetVector()

Return the vertex vector

v.HasVector()

Check if vertex has a vector

v.RemoveVector()

Delete vector from vertex

v.SetVector()

Assign a new vector to vertex

4.6. Vertex TTL Methods

N	Vertex TTL Method	Description
1	v.ClearExpiration()	Remove expiration time from vertex
2	v.GetExpirataion()	Return vertex expiration time
3	v.IsExpired()	Check if vertex expiration time has passed
4	v.SetExpiration()	Schedule vertex to be automatically deleted at a specific time in the future

Vertex TTL Method

Description

v.ClearExpiration()

Remove expiration time from vertex

v.GetExpirataion()

Return vertex expiration time

v.IsExpired()

Check if vertex expiration time has passed

v.SetExpiration()

Schedule vertex to be automatically deleted at a specific time in the future

4.7. Vertex Miscellaneous Methods

N Vertex Miscellaneous Method Description

N	Vertex Miscellaneous Method	Description
1	v.AsDict()	Return a dictionary representation of vertex
2	v.Commit()	Commit all vertex modifications without closing vertex
3	v.Descriptor()	Return a string representing the vertex descriptor
4	v.GetType()	Return vertex type
5	v.GetTypeEnum()	Return vertex type enumeration code
6	v.IsVirtual()	`True` if vertex exists only to serve as terminal for other vertices
7	v.SetType()	Set or change vertex type

v.AsDict()

Return a dictionary representation of vertex

v.Commit()

Commit all vertex modifications without closing vertex

v.Descriptor()

Return a string representing the vertex descriptor

v.GetType()

Return vertex type

v.GetTypeEnum()

Return vertex type enumeration code

v.IsVirtual()

True if vertex exists only to serve as terminal for other vertices

v.SetType()

Set or change vertex type

4.8. Vertex Query Methods

N	Vertex Query Method	Description
1	v.Adjacent()	Check if a vertex is adjacent to other vertices
2	v.Aggregate()	Perform aggregation of arc values in vertex neighborhood
3	v.ArcValue()	Return value of specific arc
4	v.Degree()	Return total number of arcs for vertex
5	v.Inarcs()	Return number of vertex inarcs
6	v.Initials()	Return the list of vertices with outarcs to this vertex
7	v.Neighborhood()	Execute a vertex neighborhood query
8	v.Neighbors()	Return the list of vertices connected to this vertex
9	v.Outarcs()	Return number of vertex outarcs
10	v.Terminals()	Return the list of vertices with inarcs from this vertex

Vertex Query Method

Description

v.Adjacent()

Check if a vertex is adjacent to other vertices

v.Aggregate()

Perform aggregation of arc values in vertex neighborhood

v.ArcValue()

Return value of specific arc

v.Degree()

Return total number of arcs for vertex

v.Inarcs()

Return number of vertex inarcs

v.Initials()

Return the list of vertices with outarcs to this vertex

v.Neighborhood()

Execute a vertex neighborhood query

v.Neighbors()

Return the list of vertices connected to this vertex

v.Outarcs()

Return number of vertex outarcs

v.Terminals()

Return the list of vertices with inarcs from this vertex

5. pyvgx.Memory

Memory Constructor	Description
pyvgx.Memory()	Create a new memory object

Memory Constructor

Description

pyvgx.Memory()

Create a new memory object

5.1. Memory Object Attributes

N	Memory Attribute	Description
1	pyvgx.Memory.R1	Memory register R1
2	pyvgx.Memory.R2	Memory register R2
3	pyvgx.Memory.R3	Memory register R3
4	pyvgx.Memory.R4	Memory register R4
5	pyvgx.Memory.counters	Navigation counters
6	pyvgx.Memory.order	Log₂ of memory size

Memory Attribute

Description

Memory register R1

Memory register R2

Memory register R3

Memory register R4

pyvgx.Memory.counters

Navigation counters

pyvgx.Memory.order

Log₂ of memory size

5.2. Memory Object Methods

N	Memory Method	Description
1	pyvgx.Memory.AsList()	Return a list representing memory object data
2	pyvgx.Memory.VSetAdd()	Add vertex address to vset
3	pyvgx.Memory.VSetClear()	Clear contents of iset or vset
4	pyvgx.Memory.DualInt()	Convert between packed and unpacked integer tuple
5	pyvgx.Memory.Reset()	Initialize memory elements and discard string data
6	pyvgx.Memory.Sort()	Sort memory elements (in-place)
7	pyvgx.Memory.Stack()	Return a list of values currently pushed on memory stack

Memory Method

Description

pyvgx.Memory.AsList()

Return a list representing memory object data

pyvgx.Memory.VSetAdd()

Add vertex address to vset

pyvgx.Memory.VSetClear()

Clear contents of iset or vset

pyvgx.Memory.DualInt()

Convert between packed and unpacked integer tuple

pyvgx.Memory.Reset()

Initialize memory elements and discard string data

pyvgx.Memory.Sort()

Sort memory elements (in-place)

pyvgx.Memory.Stack()

Return a list of values currently pushed on memory stack

5.3. Memory Object Access

N Section Description

N	Section	Description
1	pyvgx.Memory Initialization	`pyvgx.Memory` object initialization
2	pyvgx.Memory Slice	`pyvgx.Memory` object slice syntax, i.e. `memobj[ a:b]`
3	pyvgx.Memory Subscript	`pyvgx.Memory` object subscript syntax, i.e. `memobj[ n ]`
4	pyvgx.Memory Value Types	`pyvgx.Memory` supported values types are integer, floats and bitvectors

pyvgx.Memory Initialization

pyvgx.Memory object initialization

pyvgx.Memory Slice

pyvgx.Memory object slice syntax, i.e. memobj[ a:b]

pyvgx.Memory Subscript

pyvgx.Memory object subscript syntax, i.e. memobj[ n ]

pyvgx.Memory Value Types

pyvgx.Memory supported values types are integer, floats and bitvectors

5.4. Memory Objects in Evaluator Expressions

N	Section	Description
1	Memory Indexing	How memory indexing works
2	Overview	Memory array objects in evaluator expressions
3	Operation Reference	Complete list of memory operations available in expressions
4	Memory Registers	Memory registers
5	Memory Stack	Memory stack

Section

Description

Memory Indexing

How memory indexing works

Overview

Memory array objects in evaluator expressions

Operation Reference

Complete list of memory operations available in expressions

Memory Registers

Memory registers

Memory Stack

Memory stack

6. pyvgx.Vector and pyvgx.Similarity

6.1. pyvgx.Vector Members

N	Vector Member	Description
1	pyvgx.Vector.external	List of components originally used to define the vector
2	pyvgx.Vector.fingerprint	64-bit integer representing vector (locality sensitive hash)
3	pyvgx.Vector.internal	List of encoded elements used to represent the vector internally
4	pyvgx.Vector.length	Number of vector dimensions
5	pyvgx.Vector.magnitude	Euclidean length of vector

Vector Member

Description

pyvgx.Vector.external

List of components originally used to define the vector

pyvgx.Vector.fingerprint

64-bit integer representing vector (locality sensitive hash)

pyvgx.Vector.internal

List of encoded elements used to represent the vector internally

pyvgx.Vector.length

Number of vector dimensions

pyvgx.Vector.magnitude

Euclidean length of vector

6.2. pyvgx.Vector Methods

N	Vector Method	Description
1	pyvgx.Vector.AsDict()	Return a dictionary representation of vector
2	pyvgx.Vector.Fingerprint()	Return seed-based 64-bit vector projection
3	pyvgx.Vector.Projections()	Return vector index projection information

Vector Method

Description

pyvgx.Vector.AsDict()

Return a dictionary representation of vector

pyvgx.Vector.Fingerprint()

Return seed-based 64-bit vector projection

pyvgx.Vector.Projections()

Return vector index projection information

6.3. pyvgx Similarity Members

N	Similarity Member	Description
1	pyvgx.Similarity.cosine_exp	Relative importance of Cosine() in Similarity() score computation
2	pyvgx.Similarity.hamming_threshold	Maximum number of differing bits allowed in two fingerprints to be declared similar
3	pyvgx.Similarity.jaccard_exp	Relative importance of Jaccard() in Similarity() score computation
4	pyvgx.Similarity.min_cosine	Minimum Cosine() required between two vectors to be declared similar
5	pyvgx.Similarity.min_isect	Minimum number of overlapping dimensions required between two vectors to be declared similar
6	pyvgx.Similarity.min_jaccard	Minimum Jaccard() required between two vectors to be declared similar
7	pyvgx.Similarity.max_vector_size	Maximum number of vector elements allowed
8	pyvgx.Similarity.nsegm	Number of LSH index segments (future)
9	pyvgx.Similarity.nsign	Number of significant LSH segments (future)
10	pyvgx.Similarity.seeds	Special internal: ANN projection seeds
11	pyvgx.Similarity.sim_threshold	Minimum similarity score between two vectors to be declared similar

Similarity Member

Description

pyvgx.Similarity.cosine_exp

Relative importance of Cosine() in Similarity() score computation

pyvgx.Similarity.hamming_threshold

Maximum number of differing bits allowed in two fingerprints to be declared similar

pyvgx.Similarity.jaccard_exp

Relative importance of Jaccard() in Similarity() score computation

pyvgx.Similarity.min_cosine

Minimum Cosine() required between two vectors to be declared similar

pyvgx.Similarity.min_isect

Minimum number of overlapping dimensions required between two vectors to be declared similar

pyvgx.Similarity.min_jaccard

Minimum Jaccard() required between two vectors to be declared similar

pyvgx.Similarity.max_vector_size

Maximum number of vector elements allowed

pyvgx.Similarity.nsegm

Number of LSH index segments (future)

pyvgx.Similarity.nsign

Number of significant LSH segments (future)

pyvgx.Similarity.seeds

Special internal: ANN projection seeds

pyvgx.Similarity.sim_threshold

Minimum similarity score between two vectors to be declared similar

6.4. pyvgx Similarity Methods

N	Similarity Method	Description
1	pyvgx.Similarity.AsDict()	Return a dictionary representation of the similarity object
2	pyvgx.Similarity.Cosine()	Compute cosine similarity between two vectors
3	pyvgx.Similarity.CreateProjectionSets()	Initialize ANN vector index structure
4	pyvgx.Similarity.DeleteProjectionSets()	Destroy ANN vector index structure
5	pyvgx.Similarity.EuclideanDistance()	Compute Euclidean distance between two vectors
6	pyvgx.Similarity.HammingDistance()	Compute the number or differing bits in two vector fingerprints
7	pyvgx.Similarity.Jaccard()	Compute jaccard similarity between two vectors
8	pyvgx.Similarity.NewCentroid()	Create a new centroid instance
9	pyvgx.Similarity.NewVector()	Create a new vector instance
10	pyvgx.Similarity.rvec()	Return a random vector
11	pyvgx.Similarity.Similarity()	Compute similarity score for two vectors

Similarity Method

Description

pyvgx.Similarity.AsDict()

Return a dictionary representation of the similarity object

pyvgx.Similarity.Cosine()

Compute cosine similarity between two vectors

pyvgx.Similarity.CreateProjectionSets()

Initialize ANN vector index structure

pyvgx.Similarity.DeleteProjectionSets()

Destroy ANN vector index structure

pyvgx.Similarity.EuclideanDistance()

Compute Euclidean distance between two vectors

pyvgx.Similarity.HammingDistance()

Compute the number or differing bits in two vector fingerprints

pyvgx.Similarity.Jaccard()

Compute jaccard similarity between two vectors

pyvgx.Similarity.NewCentroid()

Create a new centroid instance

pyvgx.Similarity.NewVector()

Create a new vector instance

pyvgx.Similarity.rvec()

Return a random vector

pyvgx.Similarity.Similarity()

Compute similarity score for two vectors

7. Arc Syntax

N	Arc Specification	Description
1	Arc Filter	Syntax used for arc filters in queries
2	Arc Insertion	Syntax used when creating arcs

Arc Specification

Description

Arc Filter

Syntax used for arc filters in queries

Arc Insertion

Syntax used when creating arcs

8. Vertex Condition Syntax

N Vertex Constraint Description

N	Vertex Constraint	Description
1	`abstime`	Restrict vertex matches by absolute timestamps
2	`adjacent`	Restrict vertex matches by their adjacency to other vertices
3	`degree`	Restrict vertex matches by their total degree
4	`filter`	Restrict vertex matches by evaluating a generic expression pre-traversal
5	`id`	Restrict vertex matches by identifier(s)
6	`indegree`	Restrict vertex matches by their indegree
7	`outdegree`	Restrict vertex matches by their outdegree
8	`post`	Restrict vertex matches by evaluating a generic expression post-traversal
9	`property`	Restrict vertex matches by properties
10	`reltime`	Restrict vertex matches by timestamps relative to current time
11	`similarity`	Restrict vertex matches by vector similarity
12	`traverse`	Restrict vertex matches by the result of traversing their neighborhoods
13	`type`	Restrict vertex matches by their type
14	`virtual`	Restrict vertex matches to only VIRTUAL or REAL

abstime

Restrict vertex matches by absolute timestamps

adjacent

Restrict vertex matches by their adjacency to other vertices

degree

Restrict vertex matches by their total degree

filter

Restrict vertex matches by evaluating a generic expression pre-traversal

id

Restrict vertex matches by identifier(s)

indegree

Restrict vertex matches by their indegree

outdegree

Restrict vertex matches by their outdegree

post

Restrict vertex matches by evaluating a generic expression post-traversal

property

Restrict vertex matches by properties

reltime

Restrict vertex matches by timestamps relative to current time

similarity

Restrict vertex matches by vector similarity

traverse

Restrict vertex matches by the result of traversing their neighborhoods

type

Restrict vertex matches by their type

virtual

Restrict vertex matches to only VIRTUAL or REAL

9. Expression Evaluator

N	Section	Description
1	Attributes and Properties	Referencing object attributes and properties in expressions
2	Constants	Various constants available in expressions
3	Environment	Expression environment variables
4	Evaluator Memory Reference	List of all functions operating on memory objects
5	Expression Syntax	General expression syntax
6	Functions	Functions available for use in expressions
7	Memory	Using memory objects in expressions
8	Overview	Overview of how expressions are evaluated
9	Quick Start	Brief introduction to expressions
10	Select Statement	Select statement syntax for including information in query results
11	pyvgx.Graph.Define()	Method for defining expressions that can be called later
12	pyvgx.Graph.Evaluate()	Evaluate an expression

Section

Description

Attributes and Properties

Referencing object attributes and properties in expressions

Constants

Various constants available in expressions

Environment

Expression environment variables

Evaluator Memory Reference

List of all functions operating on memory objects

Expression Syntax

General expression syntax

Functions

Functions available for use in expressions

Memory

Using memory objects in expressions

Overview

Overview of how expressions are evaluated

Quick Start

Brief introduction to expressions

Select Statement

Select statement syntax for including information in query results

pyvgx.Graph.Define()

Method for defining expressions that can be called later

pyvgx.Graph.Evaluate()

Evaluate an expression

9.1. Functions

N Function Type Description

N	Function Type	Description
1	Collector Staging Functions	Arc collection (`stageif()`, `commit()`, etc.)
2	Control Functions	Control functions (`firstval()`, `do()`, `returnif()` etc.)
3	Enumeration	Translate type encodings (`relenc()`, `typedec()`, etc.)
4	Mathematical Functions	Standard math functions (`sqrt()`, `log()`, `sin()`, etc.)
5	Property Lookup	Retrieve tail vertex properties (`property()`, `propertyif()`)
6	Similarity	Operations on similarity vectors (`sim()`, `cosine()`, etc.)
7	Simple Ranking Functions	Scoring and geo distance (`rank()`, `geoprox()`, etc.)
8	Type Cast and Checks	Modify and check value types (`int()`, `isstr()`, etc.)
9	Variadic Aggregator Functions	Variable argument aggregation (`mean()`, `sumsqr()`, etc.)

Collector Staging Functions

Arc collection (stageif(), commit(), etc.)

Control Functions

Control functions (firstval(), do(), returnif() etc.)

Enumeration

Translate type encodings (relenc(), typedec(), etc.)

Mathematical Functions

Standard math functions (sqrt(), log(), sin(), etc.)

Property Lookup

Retrieve tail vertex properties (property(), propertyif())

Similarity

Operations on similarity vectors (sim(), cosine(), etc.)

Simple Ranking Functions

Scoring and geo distance (rank(), geoprox(), etc.)

Type Cast and Checks

Modify and check value types (int(), isstr(), etc.)

Variadic Aggregator Functions

Variable argument aggregation (mean(), sumsqr(), etc.)

9.2. Operations on Specific Memory Locations

N Operation Type Description

N	Operation Type	Description
1	Arithmetic	Basic arithmetic operations (`add()`, `mul()`, etc.)
2	Bitwise Operations	Shift and bitwise logic (`shr()`, `and()`, etc.)
3	Comparator	Compare memory locations (`equ()`, `rlte()`, etc.)
4	Increment and Decrement	Increment/decrement memory locations (`inc()`, `dec()`, etc.)
5	Indexing	Special indexing operations (`modindex()`, `index()`, etc.)
6	Moving Data	Copy and move memory elements (`mov()`, `xchg()`, etc.)
7	Stack	Memory stack operations (`push()`, `pop()`, etc.)
8	Storing and Loading	Write and read memory locations (`store()`, `load()`, etc.)
9	Various Functions	Other functions (`smooth()`, `count()`, etc.)
10	Vector Arithmetic	Operations on packed data types (`dp_pi8()`, `cos_pi8()`, etc.)

Arithmetic

Basic arithmetic operations (add(), mul(), etc.)

Bitwise Operations

Shift and bitwise logic (shr(), and(), etc.)

Comparator

Compare memory locations (equ(), rlte(), etc.)

Increment and Decrement

Increment/decrement memory locations (inc(), dec(), etc.)

Indexing

Special indexing operations (modindex(), index(), etc.)

Moving Data

Copy and move memory elements (mov(), xchg(), etc.)

Stack

Memory stack operations (push(), pop(), etc.)

Storing and Loading

Write and read memory locations (store(), load(), etc.)

Various Functions

Other functions (smooth(), count(), etc.)

Vector Arithmetic

Operations on packed data types (dp_pi8(), cos_pi8(), etc.)

9.3. Operations on Multiple Memory Locations

N Operation Type Description

N	Operation Type	Description
1	Array Aggregation	Aggregate across many locations (`msum()`, `mmean()`, etc.)
2	Array Bitwise	Bitwise operations on many locations (`mshr()`, `mand()`, etc.)
3	Array Hashing	Perform hash operations on many locations (`mhash()`)
4	Array Increment and Decrement	Inc/dec many locations at once (`minc()`, `mdec()`, etc.)
5	Array Logarithm and Exponential	Logarithm and exponential operations on many locations (`mlog2()`, `mexp()`, etc.)
6	Array Numeric	Numeric operations on many locations (`mabs()`, `mround()`, etc.)
7	Array Probing	Search a memory range (`mmax()`, `mcontains()`, etc.)
8	Array Set and Copy	Set or copy many locations at once (`mset()`, `mcopy()`, etc.)
9	Array Trigonometric and Hyperbolic	Trigonometric and hyperbolic operations on many locations (`msin()`, `matan()`, `cosh()`, etc.)
10	Array Type Cast	Cast many locations at once (`mint()`, `mreal()`.)
11	Heap	Memory heap operations (`mheapifymin()`, `mheappushmax()`, etc.)
12	Scalar Array Arithmetic	Perform arithmetic on many locations (`madd()`, `mmul()`, etc.)
13	Sort	Memory sorting operations (`msort()`, `mreverse()`, etc.)

Array Aggregation

Aggregate across many locations (msum(), mmean(), etc.)

Array Bitwise

Bitwise operations on many locations (mshr(), mand(), etc.)

Array Hashing

Perform hash operations on many locations (mhash())

Array Increment and Decrement

Inc/dec many locations at once (minc(), mdec(), etc.)

Array Logarithm and Exponential

Logarithm and exponential operations on many locations (mlog2(), mexp(), etc.)

Array Numeric

Numeric operations on many locations (mabs(), mround(), etc.)

Array Probing

Search a memory range (mmax(), mcontains(), etc.)

Array Set and Copy

Set or copy many locations at once (mset(), mcopy(), etc.)

Array Trigonometric and Hyperbolic

Trigonometric and hyperbolic operations on many locations (msin(), matan(), cosh(), etc.)

Array Type Cast

Cast many locations at once (mint(), mreal().)

Heap

Memory heap operations (mheapifymin(), mheappushmax(), etc.)

Scalar Array Arithmetic

Perform arithmetic on many locations (madd(), mmul(), etc.)

Sort

Memory sorting operations (msort(), mreverse(), etc.)

9.4. Special Purpose Operations

N	Operation Type	Description
1	arcdecay() and arcxdecay()	Time-dependent arc value
2	probealtarray()	Position and match-type dependent search function

Operation Type

Description

arcdecay() and arcxdecay()

Time-dependent arc value

probealtarray()

Position and match-type dependent search function

9.5. Full VGX Expression Language Operation Reference

N Operator / Function Syntax Description

N	Operator / Function	Syntax	Description
1	`+`	INFIX	(binary) +
2	`-`	INFIX	(binary) −
3	`*`	INFIX	(binary) *
4	`/`	INFIX	(binary) /
5	`%`	INFIX	(binary) %
6	`**`	INFIX	(binary) **
7	`==`	INFIX	(binary comparison) ==
8	`>`	INFIX	(binary comparison) >
9	`>=`	INFIX	(binary comparison) >=
10	`<`	INFIX	(binary comparison) <
11	`<=`	INFIX	(binary comparison) ⇐
12	`!=`	INFIX	(binary comparison) !=
13	`~`	PREFIX	~
14	`!`	PREFIX	!
15	`?`	INFIX	(ternary conditional) ?
16	`:`	INFIX	(ternary colon) :
17	`&`	INFIX	(bitwise) &
18	`\|`	INFIX	(bitwise) \|
19	`^`	INFIX	(bitwise) ^
20	`&&`	INFIX	(binary) &&
21	`\|\|`	INFIX	(binary) \|\|
22	`≪`	INFIX	(bitwise) <<
23	`≫`	INFIX	(bitwise) >>
24	`:=`	ASSIGNMENT	:=
25	`=`	ASSIGNMENT	=
26	`.address`	[TRAVERSE]SYMBOLIC	(attribute) .address
27	`.arc.dir`	[TRAVERSE]SYMBOLIC	(direction) .arc.dir
28	`.arc.dist`	[TRAVERSE]SYMBOLIC	(attribute) .arc.dist
29	`.arc.isfwd`	[TRAVERSE]SYMBOLIC	(attribute) .arc.isfwd
30	`.arc.issyn`	[TRAVERSE]SYMBOLIC	(attribute) .arc.issyn
31	`.arc.mod`	[TRAVERSE]SYMBOLIC	(attribute) .arc.mod
32	`.arc.type`	[TRAVERSE]SYMBOLIC	(relationship) .arc.type
33	`.arc.value`	[TRAVERSE]SYMBOLIC	(attribute) .arc.value
34	`.bidx`	[DEREF TRAVERSE]SYMBOLIC	(attribute) .bidx
35	`.bitindex`	[TRAVERSE]SYMBOLIC	(attribute) .bitindex
36	`.bitvector`	[TRAVERSE]SYMBOLIC	(attribute) .bitvector
37	`.c0`	[DEREF TRAVERSE]SYMBOLIC	(attribute) .c0
38	`.c1`	[DEREF TRAVERSE]SYMBOLIC	(attribute) .c1
39	`.deg`	[DEREF TRAVERSE]SYMBOLIC	(attribute) .deg
40	`.enum`	[DEREF TRAVERSE]SYMBOLIC	(attribute) .enum
41	`.handle`	[DEREF TRAVERSE]SYMBOLIC	(attribute) .handle
42	`.id`	[DEREF TRAVERSE]OBJECT	.id
43	`.ideg`	[DEREF TRAVERSE]SYMBOLIC	(attribute) .ideg
44	`.index`	[TRAVERSE]SYMBOLIC	(attribute) .index
45	`.internalid`	[DEREF TRAVERSE]SYMBOLIC	(attribute) .internalid
46	`.locked`	[TRAVERSE]SYMBOLIC	(attribute) .locked
47	`.odeg`	[DEREF TRAVERSE]SYMBOLIC	(attribute) .odeg
48	`.oidx`	[DEREF TRAVERSE]SYMBOLIC	(attribute) .oidx
49	`.op`	[DEREF TRAVERSE]SYMBOLIC	(attribute) .op
50	`.propcount`	[DEREF TRAVERSE]SYMBOLIC	(attribute) .propcount
51	`.property`	[DEREF TRAVERSE]FUNCTION	.property( a[, b[, c]] )
52	`.rank`	SYMBOLIC	(real) .rank
53	`.refc`	[DEREF TRAVERSE]SYMBOLIC	(attribute) .refc
54	`.tmc`	[DEREF TRAVERSE]SYMBOLIC	(attribute) .tmc
55	`.tmm`	[DEREF TRAVERSE]SYMBOLIC	(attribute) .tmm
56	`.tmx`	[DEREF TRAVERSE]SYMBOLIC	(attribute) .tmx
57	`.type`	[DEREF TRAVERSE]SYMBOLIC	(type) .type
58	`.vector`	[DEREF TRAVERSE]OBJECT	.vector
59	`.virtual`	[DEREF TRAVERSE]SYMBOLIC	(attribute) .virtual
60	`C1`	SYMBOLIC	(integer) C1
61	`C2`	SYMBOLIC	(integer) C2
62	`C3`	SYMBOLIC	(integer) C3
63	`C4`	SYMBOLIC	(integer) C4
64	`DEBUG.ARC`	DEBUG	DEBUG.ARC
65	`DEBUG.EVAL`	DEBUG	DEBUG.EVAL
66	`DEBUG.MEM`	DEBUG	DEBUG.MEM
67	`DEBUG.PRINT`	FUNCTION	DEBUG.PRINT( a )
68	`DEBUG.PRINTIF`	FUNCTION	DEBUG.PRINTIF( a, b )
69	`DEBUG.RPN`	DEBUG	DEBUG.RPN
70	`DEBUG.STACK`	DEBUG	DEBUG.STACK
71	`DEBUG.TOK`	DEBUG	DEBUG.TOK
72	`D_ANY`	SYMBOLIC	(enum) D_ANY
73	`D_BOTH`	SYMBOLIC	(enum) D_BOTH
74	`D_IN`	SYMBOLIC	(enum) D_IN
75	`D_OUT`	SYMBOLIC	(enum) D_OUT
76	`M.vector`	SYMBOLIC	(vector) M.vector
77	`M_ACC`	SYMBOLIC	(enum) M_ACC
78	`M_ANY`	SYMBOLIC	(enum) M_ANY
79	`M_CNT`	SYMBOLIC	(enum) M_CNT
80	`M_LSH`	SYMBOLIC	(enum) M_LSH
81	`M_DIST`	SYMBOLIC	(enum) M_DIST
82	`M_FLT`	SYMBOLIC	(enum) M_FLT
83	`M_INT`	SYMBOLIC	(enum) M_INT
84	`M_SIM`	SYMBOLIC	(enum) M_SIM
85	`M_STAT`	SYMBOLIC	(enum) M_STAT
86	`M_TMC`	SYMBOLIC	(enum) M_TMC
87	`M_TMM`	SYMBOLIC	(enum) M_TMM
88	`M_TMX`	SYMBOLIC	(enum) M_TMX
89	`M_UINT`	SYMBOLIC	(enum) M_UINT
90	`R1`	SYMBOLIC	(integer) R1
91	`R2`	SYMBOLIC	(integer) R2
92	`R3`	SYMBOLIC	(integer) R3
93	`R4`	SYMBOLIC	(integer) R4
94	`T_MAX`	SYMBOLIC	(integer) T_MAX
95	`T_MIN`	SYMBOLIC	(integer) T_MIN
96	`T_NEVER`	SYMBOLIC	(integer) T_NEVER
97	`abs`	FUNCTION	abs( a )
98	`acos`	FUNCTION	acos( a )
99	`acosh`	FUNCTION	acosh( a )
100	`add`	FUNCTION	add( a, b )
101	`addif`	FUNCTION	addif( a, b, c )
102	`allnan`	FUNCTION	allnan( […] )
103	`and`	FUNCTION	and( a, b )
104	`andif`	FUNCTION	andif( a, b, c )
105	`anynan`	FUNCTION	anynan( […] )
106	`asbits`	FUNCTION	asbits( a )
107	`asin`	FUNCTION	asin( a )
108	`asinh`	FUNCTION	asinh( a )
109	`asint`	FUNCTION	asint( a )
110	`asreal`	FUNCTION	asreal( a )
111	`atan`	FUNCTION	atan( a )
112	`atan2`	FUNCTION	atan2( a, b )
113	`atanh`	FUNCTION	atanh( a )
114	`bitvector`	FUNCTION	bitvector( a )
115	`bytes`	FUNCTION	bytes( […] )
116	`ceil`	FUNCTION	ceil( a )
117	`collect`	[COLLECT]FUNCTION	collect([ a] )
118	`collectable.int`	SYMBOLIC	(int) collectable.int
119	`collectable.real`	SYMBOLIC	(int) collectable.real
120	`collectif`	[COLLECT]FUNCTION	collectif( a[, b] )
121	`comb`	FUNCTION	comb( a, b )
122	`commit`	FUNCTION	commit([ a] )
123	`commitif`	FUNCTION	commitif( a[, b] )
124	`contains`	FUNCTION	contains( a, b )
125	`containsi`	FUNCTION	containsi( a, b )
126	`context.rank`	SYMBOLIC	(real) context.rank
127	`continue`	FUNCTION	continue()
128	`continueif`	FUNCTION	continueif( a )
129	`cos`	FUNCTION	cos( a )
130	`cos_pi8`	FUNCTION	cos_pi8( a, b )
131	`cos_pi8_128`	FUNCTION	cos_pi8_128( a, b )
132	`cos_pi8_256`	FUNCTION	cos_pi8_256( a, b )
133	`cos_pi8_512`	FUNCTION	cos_pi8_512( a, b )
134	`cosh`	FUNCTION	cosh( a )
135	`cosine`	FUNCTION	cosine( a, b )
136	`count`	FUNCTION	count( […] )
137	`countif`	FUNCTION	countif( […] )
138	`cpukill`	FUNCTION	cpukill( a )
139	`dec`	FUNCTION	dec( a )
140	`decif`	FUNCTION	decif( a, b )
141	`deg`	FUNCTION	deg( a )
142	`dirtostr`	FUNCTION	dirtostr( a )
143	`div`	FUNCTION	div( a, b )
144	`divif`	FUNCTION	divif( a, b, c )
145	`do`	FUNCTION	do( […] )
146	`dp_pi8`	FUNCTION	dp_pi8( a, b )
147	`dp_pi8_128`	FUNCTION	dp_pi8_128( a, b )
148	`dp_pi8_256`	FUNCTION	dp_pi8_256( a, b )
149	`dp_pi8_512`	FUNCTION	dp_pi8_512( a, b )
150	`dp_pi8_nta`	FUNCTION	dp_pi8_nta( a, b )
151	`e`	SYMBOLIC	(real) e
152	`endswith`	FUNCTION	endswith( a, b )
153	`endswithi`	FUNCTION	endswithi( a, b )
154	`equ`	FUNCTION	equ( a, b )
155	`exp`	FUNCTION	exp( a )
156	`fac`	FUNCTION	fac( a )
157	`false`	SYMBOLIC	(integer) false
158	`firstval`	FUNCTION	firstval( […] )
159	`floor`	FUNCTION	floor( a )
160	`geodist`	FUNCTION	geodist( a, b, c, d )
161	`geomean`	FUNCTION	geomean( […] )
162	`geoprox`	FUNCTION	geoprox( a, b, c, d )
163	`georank`	[DEREF TRAVERSE]FUNCTION	georank( […] )
164	`get`	FUNCTION	get()
165	`googol`	SYMBOLIC	(real) googol
166	`graph.age`	SYMBOLIC	(real) graph.age
167	`graph.op`	SYMBOLIC	(integer) graph.op
168	`graph.order`	SYMBOLIC	(integer) graph.order
169	`graph.size`	SYMBOLIC	(integer) graph.size
170	`graph.t0`	SYMBOLIC	(real) graph.t0
171	`graph.ts`	SYMBOLIC	(real) graph.ts
172	`gt`	FUNCTION	gt( a, b )
173	`gte`	FUNCTION	gte( a, b )
174	`ham_pi8`	FUNCTION	ham_pi8( a, b )
175	`hamdist`	FUNCTION	hamdist( a, b )
176	`halt`	FUNCTION	halt()
177	`halted`	FUNCTION	halted()
178	`haltif`	FUNCTION	haltif( a )
179	`harmmean`	FUNCTION	harmmean( […] )
180	`hash`	FUNCTION	hash( a )
181	`idx`	FUNCTION	idx( a, b )
182	`in`	INFIX	(binary) in
183	`inc`	FUNCTION	inc( a )
184	`incif`	FUNCTION	incif( a, b )
185	`index`	FUNCTION	index( a )
186	`indexed`	FUNCTION	indexed( a )
187	`indexof`	FUNCTION	indexof( a, b )
188	`indexofi`	FUNCTION	indexofi( a, b )
189	`inf`	LITERAL	(none) inf
190	`int`	FUNCTION	int( a )
191	`intr`	FUNCTION	intr( a )
192	`inv`	FUNCTION	inv( a )
193	`invsum`	FUNCTION	invsum( […] )
194	`isarray`	FUNCTION	isarray( a )
195	`isbitvector`	FUNCTION	isbitvector( a )
196	`isbytearray`	FUNCTION	isbytearray( a )
197	`isbytes`	FUNCTION	isbytes( a )
198	`iscompressed`	FUNCTION	iscompressed( a )
199	`iset.add`	[MAPPING]FUNCTION	iset.add( a )
200	`iset.del`	[MAPPING]FUNCTION	iset.del( a )
201	`iset.has`	[MAPPING]FUNCTION	iset.has( a )
202	`iset.len`	[MAPPING]FUNCTION	iset.len()
203	`iset.clr`	[MAPPING]FUNCTION	iset.clr( a )
204	`isinf`	FUNCTION	isinf( a )
205	`isint`	FUNCTION	isint( a )
206	`iskeyval`	FUNCTION	iskeyval( a )
207	`ismap`	FUNCTION	ismap( a )
208	`isnan`	FUNCTION	isnan( a )
209	`ispickled`	FUNCTION	ispickled( a )
210	`isreal`	FUNCTION	isreal( a )
211	`isstr`	FUNCTION	isstr( a )
212	`isutf8`	FUNCTION	isutf8( a )
213	`isvector`	FUNCTION	isvector( a )
214	`jaccard`	FUNCTION	jaccard( a, b )
215	`join`	FUNCTION	join( […] )
216	`keyval`	FUNCTION	keyval( a, b )
217	`lastval`	FUNCTION	lastval( […] )
218	`len`	FUNCTION	len( a )
219	`load`	FUNCTION	load( a )
220	`log`	FUNCTION	log( a )
221	`log10`	FUNCTION	log10( a )
222	`log2`	FUNCTION	log2( a )
223	`lower`	FUNCTION	lower( a )
224	`lt`	FUNCTION	lt( a, b )
225	`lte`	FUNCTION	lte( a, b )
226	`mabs`	FUNCTION	mabs( a, b )
227	`macos`	FUNCTION	macos( a, b )
228	`macosh`	FUNCTION	macosh( a, b )
229	`madd`	FUNCTION	madd( a, b, c )
230	`mand`	FUNCTION	mand( a, b, c )
231	`masin`	FUNCTION	masin( a, b )
232	`masinh`	FUNCTION	masinh( a, b )
233	`matan`	FUNCTION	matan( a, b )
234	`matanh`	FUNCTION	matanh( a, b )
235	`max`	FUNCTION	max( a, b )
236	`mbits`	FUNCTION	mbits( a, b )
237	`mceil`	FUNCTION	mceil( a, b )
238	`mcmp`	FUNCTION	mcmp( a, b, c )
239	`mcmpa`	FUNCTION	mcmpa( a, b, c )
240	`mcontains`	FUNCTION	mcontains( a, b, c )
241	`mcopy`	FUNCTION	mcopy( a, b, c )
242	`mcopyobj`	FUNCTION	mcopyobj( a, b )
243	`mcos`	FUNCTION	mcos( a, b )
244	`mcosh`	FUNCTION	mcosh( a, b )
245	`mcount`	FUNCTION	mcount( a, b, c )
246	`mcull`	[CULL]FUNCTION	mcull( a, b )
247	`mcullif`	[CULL]FUNCTION	mcullif( a, b )
248	`mdec`	FUNCTION	mdec( a, b )
249	`mdeg`	FUNCTION	mdeg( a, b )
250	`mdiv`	FUNCTION	mdiv( a, b, c )
251	`mean`	FUNCTION	mean( […] )
252	`memkill`	FUNCTION	memkill( a )
253	`mexp`	FUNCTION	mexp( a, b )
254	`mexp10`	FUNCTION	mexp10( a, b )
255	`mexp2`	FUNCTION	mexp2( a, b )
256	`mfloor`	FUNCTION	mfloor( a, b )
257	`mgeomean`	FUNCTION	mgeomean( a, b, c )
258	`mgeostdev`	FUNCTION	mgeostdev( a, b, c )
259	`mharmmean`	FUNCTION	mharmmean( a, b, c )
260	`mhash`	FUNCTION	mhash( a, b )
261	`mheapifymax`	FUNCTION	mheapifymax( a, b )
262	`mheapifymin`	FUNCTION	mheapifymin( a, b )
263	`mheapinit`	FUNCTION	mheapinit( a, b )
264	`mheappushmax`	FUNCTION	mheappushmax( a, b, c )
265	`mheappushmin`	FUNCTION	mheappushmin( a, b, c )
266	`mheapsiftmax`	FUNCTION	mheapsiftmax( a, b, c, d )
267	`mheapsiftmin`	FUNCTION	mheapsiftmin( a, b, c, d )
268	`mheapwritemax`	FUNCTION	mheapwritemax( […] )
269	`mheapwritemin`	FUNCTION	mheapwritemin( […] )
270	`miadd`	FUNCTION	miadd( a, b, c )
271	`midec`	FUNCTION	midec( a, b )
272	`midiv`	FUNCTION	midiv( a, b, c )
273	`miinc`	FUNCTION	miinc( a, b )
274	`mimod`	FUNCTION	mimod( a, b, c )
275	`mimul`	FUNCTION	mimul( a, b, c )
276	`min`	FUNCTION	min( a, b )
277	`minc`	FUNCTION	minc( a, b )
278	`mindex`	FUNCTION	mindex( a, b, c )
279	`mint`	FUNCTION	mint( a, b )
280	`mintr`	FUNCTION	mintr( a, b )
281	`minv`	FUNCTION	minv( a, b )
282	`minvsum`	FUNCTION	minvsum( a, b, c )
283	`misub`	FUNCTION	misub( a, b, c )
284	`mlen`	FUNCTION	mlen( a )
285	`mlog`	FUNCTION	mlog( a, b )
286	`mlog10`	FUNCTION	mlog10( a, b )
287	`mlog2`	FUNCTION	mlog2( a, b )
288	`mmax`	FUNCTION	mmax( a, b, c )
289	`mmean`	FUNCTION	mmean( a, b, c )
290	`mmin`	FUNCTION	mmin( a, b, c )
291	`mmod`	FUNCTION	mmod( a, b, c )
292	`mmul`	FUNCTION	mmul( a, b, c )
293	`mod`	FUNCTION	mod( a, b )
294	`modif`	FUNCTION	modif( a, b, c )
295	`modindex`	FUNCTION	modindex( a, b, c )
296	`modtostr`	FUNCTION	modtostr( a )
297	`mor`	FUNCTION	mor( a, b, c )
298	`mov`	FUNCTION	mov( a, b )
299	`movif`	FUNCTION	movif( a, b, c )
300	`mpopcnt`	FUNCTION	mpopcnt( a, b )
301	`mpow`	FUNCTION	mpow( a, b, c )
302	`mprod`	FUNCTION	mprod( a, b, c )
303	`mpwrite`	FUNCTION	mpwrite( a, b, c )
304	`mrabs`	FUNCTION	mrabs( a, b )
305	`mracos`	FUNCTION	mracos( a, b )
306	`mracosh`	FUNCTION	mracosh( a, b )
307	`mrad`	FUNCTION	mrad( a, b )
308	`mradd`	FUNCTION	mradd( a, b, c )
309	`mrandbits`	FUNCTION	mrandbits( a, b )
310	`mrandomize`	FUNCTION	mrandomize( a, b )
311	`mrasin`	FUNCTION	mrasin( a, b )
312	`mrasinh`	FUNCTION	mrasinh( a, b )
313	`mratan`	FUNCTION	mratan( a, b )
314	`mratanh`	FUNCTION	mratanh( a, b )
315	`mrceil`	FUNCTION	mrceil( a, b )
316	`mrcos`	FUNCTION	mrcos( a, b )
317	`mrcosh`	FUNCTION	mrcosh( a, b )
318	`mrdec`	FUNCTION	mrdec( a, b )
319	`mrdeg`	FUNCTION	mrdeg( a, b )
320	`mrdiv`	FUNCTION	mrdiv( a, b, c )
321	`mreal`	FUNCTION	mreal( a, b )
322	`mreset`	FUNCTION	mreset()
323	`mreverse`	FUNCTION	mreverse( a, b )
324	`mrexp`	FUNCTION	mrexp( a, b )
325	`mrexp10`	FUNCTION	mrexp10( a, b )
326	`mrexp2`	FUNCTION	mrexp2( a, b )
327	`mrfloor`	FUNCTION	mrfloor( a, b )
328	`mrgeomean`	FUNCTION	mrgeomean( a, b, c )
329	`mrgeostdev`	FUNCTION	mrgeostdev( a, b, c )
330	`mrharmmean`	FUNCTION	mrharmmean( a, b, c )
331	`mrinc`	FUNCTION	mrinc( a, b )
332	`mrinv`	FUNCTION	mrinv( a, b )
333	`mrinvsum`	FUNCTION	mrinvsum( a, b, c )
334	`mrlog`	FUNCTION	mrlog( a, b )
335	`mrlog10`	FUNCTION	mrlog10( a, b )
336	`mrlog2`	FUNCTION	mrlog2( a, b )
337	`mrmean`	FUNCTION	mrmean( a, b, c )
338	`mrmod`	FUNCTION	mrmod( a, b, c )
339	`mrmul`	FUNCTION	mrmul( a, b, c )
340	`mround`	FUNCTION	mround( a, b )
341	`mrpow`	FUNCTION	mrpow( a, b, c )
342	`mrprod`	FUNCTION	mrprod( a, b, c )
343	`mrrad`	FUNCTION	mrrad( a, b )
344	`mrround`	FUNCTION	mrround( a, b )
345	`mrsign`	FUNCTION	mrsign( a, b )
346	`mrsin`	FUNCTION	mrsin( a, b )
347	`mrsinc`	FUNCTION	mrsinc( a, b )
348	`mrsinh`	FUNCTION	mrsinh( a, b )
349	`mrsort`	FUNCTION	mrsort( a, b )
350	`mrsortrev`	FUNCTION	mrsortrev( a, b )
351	`mrsq`	FUNCTION	mrsq( a, b )
352	`mrsqrt`	FUNCTION	mrsqrt( a, b )
353	`mrstdev`	FUNCTION	mrstdev( a, b, c )
354	`mrsub`	FUNCTION	mrsub( a, b, c )
355	`mrsum`	FUNCTION	mrsum( a, b, c )
356	`mrsumsqr`	FUNCTION	mrsumsqr( a, b, c )
357	`mrtan`	FUNCTION	mrtan( a, b )
358	`mrtanh`	FUNCTION	mrtanh( a, b )
359	`mset`	FUNCTION	mset( a, b, c )
360	`mshl`	FUNCTION	mshl( a, b, c )
361	`mshr`	FUNCTION	mshr( a, b, c )
362	`msign`	FUNCTION	msign( a, b )
363	`msin`	FUNCTION	msin( a, b )
364	`msinc`	FUNCTION	msinc( a, b )
365	`msinh`	FUNCTION	msinh( a, b )
366	`msort`	FUNCTION	msort( a, b )
367	`msortrev`	FUNCTION	msortrev( a, b )
368	`msq`	FUNCTION	msq( a, b )
369	`msqrt`	FUNCTION	msqrt( a, b )
370	`mstdev`	FUNCTION	mstdev( a, b, c )
371	`msub`	FUNCTION	msub( a, b, c )
372	`msubset`	FUNCTION	msubset( a, b, c, d )
373	`msubsetobj`	FUNCTION	msubsetobj( a, b, c )
374	`msum`	FUNCTION	msum( a, b, c )
375	`msumprodobj`	FUNCTION	msumprodobj( a, b, c )
376	`msumsqr`	FUNCTION	msumsqr( a, b, c )
377	`mtan`	FUNCTION	mtan( a, b )
378	`mtanh`	FUNCTION	mtanh( a, b )
379	`mterm`	FUNCTION	mterm( a )
380	`mul`	FUNCTION	mul( a, b )
381	`mulif`	FUNCTION	mulif( a, b, c )
382	`mvadd`	FUNCTION	mvadd( a, b, c )
383	`mvand`	FUNCTION	mvand( a, b, c )
384	`mvdiv`	FUNCTION	mvdiv( a, b, c )
385	`mvmod`	FUNCTION	mvmod( a, b, c )
386	`mvmul`	FUNCTION	mvmul( a, b, c )
387	`mvor`	FUNCTION	mvor( a, b, c )
388	`mvshl`	FUNCTION	mvshl( a, b, c )
389	`mvshr`	FUNCTION	mvshr( a, b, c )
390	`mvsub`	FUNCTION	mvsub( a, b, c )
391	`mvxor`	FUNCTION	mvxor( a, b, c )
392	`mxor`	FUNCTION	mxor( a, b, c )
393	`nan`	LITERAL (none)	nan
394	`nav.depth`	SYMBOLIC	(integer) nav.depth
395	`nav.eval`	SYMBOLIC	(integer) nav.eval
396	`nav.expand`	SYMBOLIC	(integer) nav.expand
397	`nav.frontier`	SYMBOLIC	(integer) nav.frontier
398	`nav.result`	SYMBOLIC	(integer) nav.result
399	`nav.threshold`	SYMBOLIC	(integer) nav.threshold
400	`neg`	FUNCTION	neg( a )
401	`neq`	FUNCTION	neq( a, b )
402	`next`	[TRAVERSE]OBJECT	next
403	`next.address`	[TRAVERSE]SYMBOLIC	(attribute) next.address
404	`next.arc`	[TRAVERSE]SYMBOLIC	(attribute) next.arc
405	`next.arc.dir`	[TRAVERSE]SYMBOLIC	(direction) next.arc.dir
406	`next.arc.dist`	[TRAVERSE]SYMBOLIC	(attribute) next.arc.dist
407	`next.arc.isfwd`	[TRAVERSE]SYMBOLIC	(attribute) next.arc.isfwd
408	`next.arc.issyn`	[TRAVERSE]SYMBOLIC	(attribute) next.arc.issyn
409	`next.arc.mod`	[TRAVERSE]SYMBOLIC	(attribute) next.arc.mod
410	`next.arc.type`	[TRAVERSE]SYMBOLIC	(relationship) next.arc.type
411	`next.arc.value`	[TRAVERSE]SYMBOLIC	(attribute) next.arc.value
412	`next.bidx`	[DEREF TRAVERSE]SYMBOLIC	(attribute) next.bidx
413	`next.bitindex`	[TRAVERSE]SYMBOLIC	(attribute) next.bitindex
414	`next.bitvector`	[TRAVERSE]SYMBOLIC	(attribute) next.bitvector
415	`next.c0`	[DEREF TRAVERSE]SYMBOLIC	(attribute) next.c0
416	`next.c1`	[DEREF TRAVERSE]SYMBOLIC	(attribute) next.c1
417	`next.deg`	[DEREF TRAVERSE]SYMBOLIC	(attribute) next.deg
418	`next.enum`	[DEREF TRAVERSE]SYMBOLIC	(attribute) next.enum
419	`next.handle`	[DEREF TRAVERSE]SYMBOLIC	(attribute) next.handle
420	`next.id`	[DEREF TRAVERSE]OBJECT	next.id
421	`next.ideg`	[DEREF TRAVERSE]SYMBOLIC	(attribute) next.ideg
422	`next.index`	[TRAVERSE]SYMBOLIC	(attribute) next.index
423	`next.internalid`	[DEREF TRAVERSE]SYMBOLIC	(attribute) next.internalid
424	`next.locked`	[TRAVERSE]SYMBOLIC	(attribute) next.locked
425	`next.odeg`	[DEREF TRAVERSE]SYMBOLIC	(attribute) next.odeg
426	`next.oidx`	[DEREF TRAVERSE]SYMBOLIC	(attribute) next.oidx
427	`next.op`	[DEREF TRAVERSE]SYMBOLIC	(attribute) next.op
428	`next.propcount`	[DEREF TRAVERSE]SYMBOLIC	(attribute) next.propcount
429	`next.property`	[DEREF TRAVERSE]FUNCTION	next.property( a[, b[, c]] )
430	`next.refc`	[DEREF TRAVERSE]SYMBOLIC	(attribute) next.refc
431	`next.tmc`	[DEREF TRAVERSE]SYMBOLIC	(attribute) next.tmc
432	`next.tmm`	[DEREF TRAVERSE]SYMBOLIC	(attribute) next.tmm
433	`next.tmx`	[DEREF TRAVERSE]SYMBOLIC	(attribute) next.tmx
434	`next.type`	[DEREF TRAVERSE]SYMBOLIC	(type) next.type
435	`next.vector`	[DEREF TRAVERSE]OBJECT	next.vector
436	`next.virtual`	[DEREF TRAVERSE]SYMBOLIC	(attribute) next.virtual
437	`normalize`	FUNCTION	normalize( a )
438	`notin`	INFIX	(binary) notin
439	`null`	LITERAL	(none) null
440	`or`	FUNCTION	or( a, b )
441	`orif`	FUNCTION	orif( a, b, c )
442	`phi`	SYMBOLIC	(real) phi
443	`pi`	SYMBOLIC	(real) pi
444	`pop`	FUNCTION	pop()
445	`popcnt`	FUNCTION	popcnt( a )
446	`popif`	FUNCTION	popif( a )
447	`prev`	[LOOKBACK]OBJECT	prev
448	`prev.address`	[LOOKBACK]SYMBOLIC	(attribute) prev.address
449	`prev.arc`	[LOOKBACK]SYMBOLIC	(attribute) prev.arc
450	`prev.arc.dir`	[LOOKBACK]SYMBOLIC	(attribute) prev.arc.dir
451	`prev.arc.dist`	[LOOKBACK]SYMBOLIC	(attribute) prev.arc.dist
452	`prev.arc.isfwd`	[LOOKBACK]SYMBOLIC	(attribute) prev.arc.isfwd
453	`prev.arc.issyn`	[LOOKBACK]SYMBOLIC	(attribute) prev.arc.issyn
454	`prev.arc.mod`	[LOOKBACK]SYMBOLIC	(attribute) prev.arc.mod
455	`prev.arc.type`	[LOOKBACK]SYMBOLIC	(relationship) prev.arc.type
456	`prev.arc.value`	[LOOKBACK]SYMBOLIC	(attribute) prev.arc.value
457	`prev.bidx`	[LOOKBACK]SYMBOLIC	(attribute) prev.bidx
458	`prev.bitindex`	[LOOKBACK]SYMBOLIC	(attribute) prev.bitindex
459	`prev.bitvector`	[LOOKBACK]SYMBOLIC	(attribute) prev.bitvector
460	`prev.c0`	[LOOKBACK]SYMBOLIC	(attribute) prev.c0
461	`prev.c1`	[LOOKBACK]SYMBOLIC	(attribute) prev.c1
462	`prev.deg`	[LOOKBACK]SYMBOLIC	(attribute) prev.deg
463	`prev.enum`	[LOOKBACK]SYMBOLIC	(attribute) prev.enum
464	`prev.handle`	[LOOKBACK]SYMBOLIC	(attribute) prev.handle
465	`prev.id`	[LOOKBACK]OBJECT	prev.id
466	`prev.ideg`	[LOOKBACK]SYMBOLIC	(attribute) prev.ideg
467	`prev.index`	[LOOKBACK]SYMBOLIC	(attribute) prev.index
468	`prev.internalid`	[LOOKBACK]SYMBOLIC	(attribute) prev.internalid
469	`prev.locked`	[LOOKBACK]SYMBOLIC	(attribute) prev.locked
470	`prev.odeg`	[LOOKBACK]SYMBOLIC	(attribute) prev.odeg
471	`prev.oidx`	[LOOKBACK]SYMBOLIC	(attribute) prev.oidx
472	`prev.op`	[LOOKBACK]SYMBOLIC	(attribute) prev.op
473	`prev.propcount`	[LOOKBACK]SYMBOLIC	(attribute) prev.propcount
474	`prev.property`	[LOOKBACK]FUNCTION	prev.property( a[, b[, c]] )
475	`prev.refc`	[LOOKBACK]SYMBOLIC	(attribute) prev.refc
476	`prev.tmc`	[LOOKBACK]SYMBOLIC	(attribute) prev.tmc
477	`prev.tmm`	[LOOKBACK]SYMBOLIC	(attribute) prev.tmm
478	`prev.tmx`	[LOOKBACK]SYMBOLIC	(attribute) prev.tmx
479	`prev.type`	[LOOKBACK]SYMBOLIC	(type) prev.type
480	`prev.vector`	[LOOKBACK]OBJECT	prev.vector
481	`prev.virtual`	[LOOKBACK]SYMBOLIC	(attribute) prev.virtual
482	`probealtarray`	FUNCTION	probealtarray( a, b, c, d, e )
483	`probearray`	FUNCTION	probearray( a, b, c, d )
484	`probesuperarray`	FUNCTION	probesuperarray( a, b, c, d, e )
485	`prod`	FUNCTION	prod( […] )
486	`prox`	FUNCTION	prox( a, b )
487	`push`	FUNCTION	push( a )
488	`pushif`	FUNCTION	pushif( a, b )
489	`rad`	FUNCTION	rad( a )
490	`randbits`	FUNCTION	randbits()
491	`randint`	FUNCTION	randint( a, b )
492	`random`	FUNCTION	random()
493	`range`	FUNCTION	range( a, b )
494	`rank`	[DEREF TRAVERSE]FUNCTION	rank( […] )
495	`rdec`	FUNCTION	rdec( a )
496	`rdecif`	FUNCTION	rdecif( a, b )
497	`real`	FUNCTION	real( a )
498	`rel`	SUBSCRIPT	rel
499	`reldec`	FUNCTION	reldec( a )
500	`relenc`	FUNCTION	relenc( a )

+

INFIX

(binary) +

-

INFIX

(binary) −

*

INFIX

(binary) *

/

INFIX

(binary) /

%

INFIX

(binary) %

**

INFIX

(binary) **

==

INFIX

(binary comparison) ==

>

INFIX

(binary comparison) >

>=

INFIX

(binary comparison) >=

<

INFIX

(binary comparison) <

<=

INFIX

(binary comparison) ⇐

!=

INFIX

(binary comparison) !=

~

PREFIX

!

PREFIX

?

INFIX

(ternary conditional) ?

:

INFIX

(ternary colon) :

&

INFIX

(bitwise) &

|

INFIX

(bitwise) |

^

INFIX

(bitwise) ^

&&

INFIX

(binary) &&

||

INFIX

(binary) ||

≪

INFIX

(bitwise) <<

≫

INFIX

(bitwise) >>

:=

ASSIGNMENT

=

ASSIGNMENT

.address

[TRAVERSE]SYMBOLIC

(attribute) .address

.arc.dir

[TRAVERSE]SYMBOLIC

(direction) .arc.dir

.arc.dist

[TRAVERSE]SYMBOLIC

(attribute) .arc.dist

.arc.isfwd

[TRAVERSE]SYMBOLIC

(attribute) .arc.isfwd

.arc.issyn

[TRAVERSE]SYMBOLIC

(attribute) .arc.issyn

.arc.mod

[TRAVERSE]SYMBOLIC

(attribute) .arc.mod

.arc.type

[TRAVERSE]SYMBOLIC

(relationship) .arc.type

.arc.value

[TRAVERSE]SYMBOLIC

(attribute) .arc.value

.bidx

[DEREF TRAVERSE]SYMBOLIC

(attribute) .bidx

.bitindex

[TRAVERSE]SYMBOLIC

(attribute) .bitindex

.bitvector

[TRAVERSE]SYMBOLIC

(attribute) .bitvector

.c0

[DEREF TRAVERSE]SYMBOLIC

(attribute) .c0

.c1

[DEREF TRAVERSE]SYMBOLIC

(attribute) .c1

.deg

[DEREF TRAVERSE]SYMBOLIC

(attribute) .deg

.enum

[DEREF TRAVERSE]SYMBOLIC

(attribute) .enum

.handle

[DEREF TRAVERSE]SYMBOLIC

(attribute) .handle

.id

[DEREF TRAVERSE]OBJECT

.id

.ideg

[DEREF TRAVERSE]SYMBOLIC

(attribute) .ideg

.index

[TRAVERSE]SYMBOLIC

(attribute) .index

.internalid

[DEREF TRAVERSE]SYMBOLIC

(attribute) .internalid

.locked

[TRAVERSE]SYMBOLIC

(attribute) .locked

.odeg

[DEREF TRAVERSE]SYMBOLIC

(attribute) .odeg

.oidx

[DEREF TRAVERSE]SYMBOLIC

(attribute) .oidx

.op

[DEREF TRAVERSE]SYMBOLIC

(attribute) .op

.propcount

[DEREF TRAVERSE]SYMBOLIC

(attribute) .propcount

.property

[DEREF TRAVERSE]FUNCTION

.property( a[, b[, c]] )

.rank

SYMBOLIC

(real) .rank

.refc

[DEREF TRAVERSE]SYMBOLIC

(attribute) .refc

.tmc

[DEREF TRAVERSE]SYMBOLIC

(attribute) .tmc

.tmm

[DEREF TRAVERSE]SYMBOLIC

(attribute) .tmm

.tmx

[DEREF TRAVERSE]SYMBOLIC

(attribute) .tmx

.type

[DEREF TRAVERSE]SYMBOLIC

(type) .type

.vector

[DEREF TRAVERSE]OBJECT

.vector

.virtual

[DEREF TRAVERSE]SYMBOLIC

(attribute) .virtual

C1

SYMBOLIC

(integer) C1

C2

SYMBOLIC

(integer) C2

C3

SYMBOLIC

(integer) C3

C4

SYMBOLIC

(integer) C4

DEBUG.ARC

DEBUG

DEBUG.ARC

DEBUG.EVAL

DEBUG

DEBUG.EVAL

DEBUG.MEM

DEBUG

DEBUG.MEM

DEBUG.PRINT

FUNCTION

DEBUG.PRINT( a )

DEBUG.PRINTIF

FUNCTION

DEBUG.PRINTIF( a, b )

DEBUG.RPN

DEBUG

DEBUG.RPN

DEBUG.STACK

DEBUG

DEBUG.STACK

DEBUG.TOK

DEBUG

DEBUG.TOK

D_ANY

SYMBOLIC

(enum) D_ANY

D_BOTH

SYMBOLIC

(enum) D_BOTH

D_IN

SYMBOLIC

(enum) D_IN

D_OUT

SYMBOLIC

(enum) D_OUT

M.vector

SYMBOLIC

(vector) M.vector

M_ACC

SYMBOLIC

(enum) M_ACC

M_ANY

SYMBOLIC

(enum) M_ANY

M_CNT

SYMBOLIC

(enum) M_CNT

M_LSH

SYMBOLIC

(enum) M_LSH

M_DIST

SYMBOLIC

(enum) M_DIST

M_FLT

SYMBOLIC

(enum) M_FLT

M_INT

SYMBOLIC

(enum) M_INT

M_SIM

SYMBOLIC

(enum) M_SIM

M_STAT

SYMBOLIC

(enum) M_STAT

M_TMC

SYMBOLIC

(enum) M_TMC

M_TMM

SYMBOLIC

(enum) M_TMM

M_TMX

SYMBOLIC

(enum) M_TMX

M_UINT

SYMBOLIC

(enum) M_UINT

R1

SYMBOLIC

(integer) R1

R2

SYMBOLIC

(integer) R2

R3

SYMBOLIC

(integer) R3

R4

SYMBOLIC

(integer) R4

T_MAX

SYMBOLIC

(integer) T_MAX

T_MIN

SYMBOLIC

(integer) T_MIN

T_NEVER

SYMBOLIC

(integer) T_NEVER

abs

FUNCTION

abs( a )

acos

FUNCTION

acos( a )

acosh

FUNCTION

acosh( a )

100

add

FUNCTION

add( a, b )

101

addif

FUNCTION

addif( a, b, c )

102

allnan

FUNCTION

allnan( […] )

103

and

FUNCTION

and( a, b )

104

andif

FUNCTION

andif( a, b, c )

105

anynan

FUNCTION

anynan( […] )

106

asbits

FUNCTION

asbits( a )

107

asin

FUNCTION

asin( a )

108

asinh

FUNCTION

asinh( a )

109

asint

FUNCTION

asint( a )

110

asreal

FUNCTION

asreal( a )

111

atan

FUNCTION

atan( a )

112

atan2

FUNCTION

atan2( a, b )

113

atanh

FUNCTION

atanh( a )

114

bitvector

FUNCTION

bitvector( a )

115

bytes

FUNCTION

bytes( […] )

116

ceil

FUNCTION

ceil( a )

117

collect

[COLLECT]FUNCTION

collect([ a] )

118

collectable.int

SYMBOLIC

(int) collectable.int

119

collectable.real

SYMBOLIC

(int) collectable.real

120

collectif

[COLLECT]FUNCTION

collectif( a[, b] )

121

comb

FUNCTION

comb( a, b )

122

commit

FUNCTION

commit([ a] )

123

commitif

FUNCTION

commitif( a[, b] )

124

contains

FUNCTION

contains( a, b )

125

containsi

FUNCTION

containsi( a, b )

126

context.rank

SYMBOLIC

(real) context.rank

127

continue

FUNCTION

continue()

128

continueif

FUNCTION

continueif( a )

129

cos

FUNCTION

cos( a )

130

cos_pi8

FUNCTION

cos_pi8( a, b )

131

cos_pi8_128

FUNCTION

cos_pi8_128( a, b )

132

cos_pi8_256

FUNCTION

cos_pi8_256( a, b )

133

cos_pi8_512

FUNCTION

cos_pi8_512( a, b )

134

cosh

FUNCTION

cosh( a )

135

cosine

FUNCTION

cosine( a, b )

136

count

FUNCTION

count( […] )

137

countif

FUNCTION

countif( […] )

138

cpukill

FUNCTION

cpukill( a )

139

dec

FUNCTION

dec( a )

140

decif

FUNCTION

decif( a, b )

141

deg

FUNCTION

deg( a )

142

dirtostr

FUNCTION

dirtostr( a )

143

div

FUNCTION

div( a, b )

144

divif

FUNCTION

divif( a, b, c )

145

do

FUNCTION

do( […] )

146

dp_pi8

FUNCTION

dp_pi8( a, b )

147

dp_pi8_128

FUNCTION

dp_pi8_128( a, b )

148

dp_pi8_256

FUNCTION

dp_pi8_256( a, b )

149

dp_pi8_512

FUNCTION

dp_pi8_512( a, b )

150

dp_pi8_nta

FUNCTION

dp_pi8_nta( a, b )

151

e

SYMBOLIC

(real) e

152

endswith

FUNCTION

endswith( a, b )

153

endswithi

FUNCTION

endswithi( a, b )

154

equ

FUNCTION

equ( a, b )

155

exp

FUNCTION

exp( a )

156

fac

FUNCTION

fac( a )

157

false

SYMBOLIC

(integer) false

158

firstval

FUNCTION

firstval( […] )

159

floor

FUNCTION

floor( a )

160

geodist

FUNCTION

geodist( a, b, c, d )

161

geomean

FUNCTION

geomean( […] )

162

geoprox

FUNCTION

geoprox( a, b, c, d )

163

georank

[DEREF TRAVERSE]FUNCTION

georank( […] )

164

get

FUNCTION

get()

165

googol

SYMBOLIC

(real) googol

166

graph.age

SYMBOLIC

(real) graph.age

167

graph.op

SYMBOLIC

(integer) graph.op

168

graph.order

SYMBOLIC

(integer) graph.order

169

graph.size

SYMBOLIC

(integer) graph.size

170

graph.t0

SYMBOLIC

(real) graph.t0

171

graph.ts

SYMBOLIC

(real) graph.ts

172

gt

FUNCTION

gt( a, b )

173

gte

FUNCTION

gte( a, b )

174

ham_pi8

FUNCTION

ham_pi8( a, b )

175

hamdist

FUNCTION

hamdist( a, b )

176

halt

FUNCTION

halt()

177

halted

FUNCTION

halted()

178

haltif

FUNCTION

haltif( a )

179

harmmean

FUNCTION

harmmean( […] )

180

hash

FUNCTION

hash( a )

181

idx

FUNCTION

idx( a, b )

182

in

INFIX

(binary) in

183

inc

FUNCTION

inc( a )

184

incif

FUNCTION

incif( a, b )

185

index

FUNCTION

index( a )

186

indexed

FUNCTION

indexed( a )

187

indexof

FUNCTION

indexof( a, b )

188

indexofi

FUNCTION

indexofi( a, b )

189

inf

LITERAL

(none) inf

190

int

FUNCTION

int( a )

191

intr

FUNCTION

intr( a )

192

inv

FUNCTION

inv( a )

193

invsum

FUNCTION

invsum( […] )

194

isarray

FUNCTION

isarray( a )

195

isbitvector

FUNCTION

isbitvector( a )

196

isbytearray

FUNCTION

isbytearray( a )

197

isbytes

FUNCTION

isbytes( a )

198

iscompressed

FUNCTION

iscompressed( a )

199

iset.add

[MAPPING]FUNCTION

iset.add( a )

200

iset.del

[MAPPING]FUNCTION

iset.del( a )

201

iset.has

[MAPPING]FUNCTION

iset.has( a )

202

iset.len

[MAPPING]FUNCTION

iset.len()

203

iset.clr

[MAPPING]FUNCTION

iset.clr( a )

204

isinf

FUNCTION

isinf( a )

205

isint

FUNCTION

isint( a )

206

iskeyval

FUNCTION

iskeyval( a )

207

ismap

FUNCTION

ismap( a )

208

isnan

FUNCTION

isnan( a )

209

ispickled

FUNCTION

ispickled( a )

210

isreal

FUNCTION

isreal( a )

211

isstr

FUNCTION

isstr( a )

212

isutf8

FUNCTION

isutf8( a )

213

isvector

FUNCTION

isvector( a )

214

jaccard

FUNCTION

jaccard( a, b )

215

join

FUNCTION

join( […] )

216

keyval

FUNCTION

keyval( a, b )

217

lastval

FUNCTION

lastval( […] )

218

len

FUNCTION

len( a )

219

load

FUNCTION

load( a )

220

log

FUNCTION

log( a )

221

log10

FUNCTION

log10( a )

222

log2

FUNCTION

log2( a )

223

lower

FUNCTION

lower( a )

224

lt

FUNCTION

lt( a, b )

225

lte

FUNCTION

lte( a, b )

226

mabs

FUNCTION

mabs( a, b )

227

macos

FUNCTION

macos( a, b )

228

macosh

FUNCTION

macosh( a, b )

229

madd

FUNCTION

madd( a, b, c )

230

mand

FUNCTION

mand( a, b, c )

231

masin

FUNCTION

masin( a, b )

232

masinh

FUNCTION

masinh( a, b )

233

matan

FUNCTION

matan( a, b )

234

matanh

FUNCTION

matanh( a, b )

235

max

FUNCTION

max( a, b )

236

mbits

FUNCTION

mbits( a, b )

237

mceil

FUNCTION

mceil( a, b )

238

mcmp

FUNCTION

mcmp( a, b, c )

239

mcmpa

FUNCTION

mcmpa( a, b, c )

240

mcontains

FUNCTION

mcontains( a, b, c )

241

mcopy

FUNCTION

mcopy( a, b, c )

242

mcopyobj

FUNCTION

mcopyobj( a, b )

243

mcos

FUNCTION

mcos( a, b )

244

mcosh

FUNCTION

mcosh( a, b )

245

mcount

FUNCTION

mcount( a, b, c )

246

mcull

[CULL]FUNCTION

mcull( a, b )

247

mcullif

[CULL]FUNCTION

mcullif( a, b )

248

mdec

FUNCTION

mdec( a, b )

249

mdeg

FUNCTION

mdeg( a, b )

250

mdiv

FUNCTION

mdiv( a, b, c )

251

mean

FUNCTION

mean( […] )

252

memkill

FUNCTION

memkill( a )

253

mexp

FUNCTION

mexp( a, b )

254

mexp10

FUNCTION

mexp10( a, b )

255

mexp2

FUNCTION

mexp2( a, b )

256

mfloor

FUNCTION

mfloor( a, b )

257

mgeomean

FUNCTION

mgeomean( a, b, c )

258

mgeostdev

FUNCTION

mgeostdev( a, b, c )

259

mharmmean

FUNCTION

mharmmean( a, b, c )

260

mhash

FUNCTION

mhash( a, b )

261

mheapifymax

FUNCTION

mheapifymax( a, b )

262

mheapifymin

FUNCTION

mheapifymin( a, b )

263

mheapinit

FUNCTION

mheapinit( a, b )

264

mheappushmax

FUNCTION

mheappushmax( a, b, c )

265

mheappushmin

FUNCTION

mheappushmin( a, b, c )

266

mheapsiftmax

FUNCTION

mheapsiftmax( a, b, c, d )

267

mheapsiftmin

FUNCTION

mheapsiftmin( a, b, c, d )

268

mheapwritemax

FUNCTION

mheapwritemax( […] )

269

mheapwritemin

FUNCTION

mheapwritemin( […] )

270

miadd

FUNCTION

miadd( a, b, c )

271

midec

FUNCTION

midec( a, b )

272

midiv

FUNCTION

midiv( a, b, c )

273

miinc

FUNCTION

miinc( a, b )

274

mimod

FUNCTION

mimod( a, b, c )

275

mimul

FUNCTION

mimul( a, b, c )

276

min

FUNCTION

min( a, b )

277

minc

FUNCTION

minc( a, b )

278

mindex

FUNCTION

mindex( a, b, c )

279

mint

FUNCTION

mint( a, b )

280

mintr

FUNCTION

mintr( a, b )

281

minv

FUNCTION

minv( a, b )

282

minvsum

FUNCTION

minvsum( a, b, c )

283

misub

FUNCTION

misub( a, b, c )

284

mlen

FUNCTION

mlen( a )

285

mlog

FUNCTION

mlog( a, b )

286

mlog10

FUNCTION

mlog10( a, b )

287

mlog2

FUNCTION

mlog2( a, b )

288

mmax

FUNCTION

mmax( a, b, c )

289

mmean

FUNCTION

mmean( a, b, c )

290

mmin

FUNCTION

mmin( a, b, c )

291

mmod

FUNCTION

mmod( a, b, c )

292

mmul

FUNCTION

mmul( a, b, c )

293

mod

FUNCTION

mod( a, b )

294

modif

FUNCTION

modif( a, b, c )

295

modindex

FUNCTION

modindex( a, b, c )

296

modtostr

FUNCTION

modtostr( a )

297

mor

FUNCTION

mor( a, b, c )

298

mov

FUNCTION

mov( a, b )

299

movif

FUNCTION

movif( a, b, c )

300

mpopcnt

FUNCTION

mpopcnt( a, b )

301

mpow

FUNCTION

mpow( a, b, c )

302

mprod

FUNCTION

mprod( a, b, c )

303

mpwrite

FUNCTION

mpwrite( a, b, c )

304

mrabs

FUNCTION

mrabs( a, b )

305

mracos

FUNCTION

mracos( a, b )

306

mracosh

FUNCTION

mracosh( a, b )

307

mrad

FUNCTION

mrad( a, b )

308

mradd

FUNCTION

mradd( a, b, c )

309

mrandbits

FUNCTION

mrandbits( a, b )

310

mrandomize

FUNCTION

mrandomize( a, b )

311

mrasin

FUNCTION

mrasin( a, b )

312

mrasinh

FUNCTION

mrasinh( a, b )

313

mratan

FUNCTION

mratan( a, b )

314

mratanh

FUNCTION

mratanh( a, b )

315

mrceil

FUNCTION

mrceil( a, b )

316

mrcos

FUNCTION

mrcos( a, b )

317

mrcosh

FUNCTION

mrcosh( a, b )

318

mrdec

FUNCTION

mrdec( a, b )

319

mrdeg

FUNCTION

mrdeg( a, b )

320

mrdiv

FUNCTION

mrdiv( a, b, c )

321

mreal

FUNCTION

mreal( a, b )

322

mreset

FUNCTION

mreset()

323

mreverse

FUNCTION

mreverse( a, b )

324

mrexp

FUNCTION

mrexp( a, b )

325

mrexp10

FUNCTION

mrexp10( a, b )

326

mrexp2

FUNCTION

mrexp2( a, b )

327

mrfloor

FUNCTION

mrfloor( a, b )

328

mrgeomean

FUNCTION

mrgeomean( a, b, c )

329

mrgeostdev

FUNCTION

mrgeostdev( a, b, c )

330

mrharmmean

FUNCTION

mrharmmean( a, b, c )

331

mrinc

FUNCTION

mrinc( a, b )

332

mrinv

FUNCTION

mrinv( a, b )

333

mrinvsum

FUNCTION

mrinvsum( a, b, c )

334

mrlog

FUNCTION

mrlog( a, b )

335

mrlog10

FUNCTION

mrlog10( a, b )

336

mrlog2

FUNCTION

mrlog2( a, b )

337

mrmean

FUNCTION

mrmean( a, b, c )

338

mrmod

FUNCTION

mrmod( a, b, c )

339

mrmul

FUNCTION

mrmul( a, b, c )

340

mround

FUNCTION

mround( a, b )

341

mrpow

FUNCTION

mrpow( a, b, c )

342

mrprod

FUNCTION

mrprod( a, b, c )

343

mrrad

FUNCTION

mrrad( a, b )

344

mrround

FUNCTION

mrround( a, b )

345

mrsign

FUNCTION

mrsign( a, b )

346

mrsin

FUNCTION

mrsin( a, b )

347

mrsinc

FUNCTION

mrsinc( a, b )

348

mrsinh

FUNCTION

mrsinh( a, b )

349

mrsort

FUNCTION

mrsort( a, b )

350

mrsortrev

FUNCTION

mrsortrev( a, b )

351

mrsq

FUNCTION

mrsq( a, b )

352

mrsqrt

FUNCTION

mrsqrt( a, b )

353

mrstdev

FUNCTION

mrstdev( a, b, c )

354

mrsub

FUNCTION

mrsub( a, b, c )

355

mrsum

FUNCTION

mrsum( a, b, c )

356

mrsumsqr

FUNCTION

mrsumsqr( a, b, c )

357

mrtan

FUNCTION

mrtan( a, b )

358

mrtanh

FUNCTION

mrtanh( a, b )

359

mset

FUNCTION

mset( a, b, c )

360

mshl

FUNCTION

mshl( a, b, c )

361

mshr

FUNCTION

mshr( a, b, c )

362

msign

FUNCTION

msign( a, b )

363

msin

FUNCTION

msin( a, b )

364

msinc

FUNCTION

msinc( a, b )

365

msinh

FUNCTION

msinh( a, b )

366

msort

FUNCTION

msort( a, b )

367

msortrev

FUNCTION

msortrev( a, b )

368

msq

FUNCTION

msq( a, b )

369

msqrt

FUNCTION

msqrt( a, b )

370

mstdev

FUNCTION

mstdev( a, b, c )

371

msub

FUNCTION

msub( a, b, c )

372

msubset

FUNCTION

msubset( a, b, c, d )

373

msubsetobj

FUNCTION

msubsetobj( a, b, c )

374

msum

FUNCTION

msum( a, b, c )

375

msumprodobj

FUNCTION

msumprodobj( a, b, c )

376

msumsqr

FUNCTION

msumsqr( a, b, c )

377

mtan

FUNCTION

mtan( a, b )

378

mtanh

FUNCTION

mtanh( a, b )

379

mterm

FUNCTION

mterm( a )

380

mul

FUNCTION

mul( a, b )

381

mulif

FUNCTION

mulif( a, b, c )

382

mvadd

FUNCTION

mvadd( a, b, c )

383

mvand

FUNCTION

mvand( a, b, c )

384

mvdiv

FUNCTION

mvdiv( a, b, c )

385

mvmod

FUNCTION

mvmod( a, b, c )

386

mvmul

FUNCTION

mvmul( a, b, c )

387

mvor

FUNCTION

mvor( a, b, c )

388

mvshl

FUNCTION

mvshl( a, b, c )

389

mvshr

FUNCTION

mvshr( a, b, c )

390

mvsub

FUNCTION

mvsub( a, b, c )

391

mvxor

FUNCTION

mvxor( a, b, c )

392

mxor

FUNCTION

mxor( a, b, c )

393

nan

LITERAL (none)

nan

394

nav.depth

SYMBOLIC

(integer) nav.depth

395

nav.eval

SYMBOLIC

(integer) nav.eval

396

nav.expand

SYMBOLIC

(integer) nav.expand

397

nav.frontier

SYMBOLIC

(integer) nav.frontier

398

nav.result

SYMBOLIC

(integer) nav.result

399

nav.threshold

SYMBOLIC

(integer) nav.threshold

400

neg

FUNCTION

neg( a )

401

neq

FUNCTION

neq( a, b )

402

next

[TRAVERSE]OBJECT

403

next.address

[TRAVERSE]SYMBOLIC

(attribute) next.address

404

next.arc

[TRAVERSE]SYMBOLIC

(attribute) next.arc

405

next.arc.dir

[TRAVERSE]SYMBOLIC

(direction) next.arc.dir

406

next.arc.dist

[TRAVERSE]SYMBOLIC

(attribute) next.arc.dist

407

next.arc.isfwd

[TRAVERSE]SYMBOLIC

(attribute) next.arc.isfwd

408

next.arc.issyn

[TRAVERSE]SYMBOLIC

(attribute) next.arc.issyn

409

next.arc.mod

[TRAVERSE]SYMBOLIC

(attribute) next.arc.mod

410

next.arc.type

[TRAVERSE]SYMBOLIC

(relationship) next.arc.type

411

next.arc.value

[TRAVERSE]SYMBOLIC

(attribute) next.arc.value

412

next.bidx

[DEREF TRAVERSE]SYMBOLIC

(attribute) next.bidx

413

next.bitindex

[TRAVERSE]SYMBOLIC

(attribute) next.bitindex

414

next.bitvector

[TRAVERSE]SYMBOLIC

(attribute) next.bitvector

415

next.c0

[DEREF TRAVERSE]SYMBOLIC

(attribute) next.c0

416

next.c1

[DEREF TRAVERSE]SYMBOLIC

(attribute) next.c1

417

next.deg

[DEREF TRAVERSE]SYMBOLIC

(attribute) next.deg

418

next.enum

[DEREF TRAVERSE]SYMBOLIC

(attribute) next.enum

419

next.handle

[DEREF TRAVERSE]SYMBOLIC

(attribute) next.handle

420

next.id

[DEREF TRAVERSE]OBJECT

next.id

421

next.ideg

[DEREF TRAVERSE]SYMBOLIC

(attribute) next.ideg

422

next.index

[TRAVERSE]SYMBOLIC

(attribute) next.index

423

next.internalid

[DEREF TRAVERSE]SYMBOLIC

(attribute) next.internalid

424

next.locked

[TRAVERSE]SYMBOLIC

(attribute) next.locked

425

next.odeg

[DEREF TRAVERSE]SYMBOLIC

(attribute) next.odeg

426

next.oidx

[DEREF TRAVERSE]SYMBOLIC

(attribute) next.oidx

427

next.op

[DEREF TRAVERSE]SYMBOLIC

(attribute) next.op

428

next.propcount

[DEREF TRAVERSE]SYMBOLIC

(attribute) next.propcount

429

next.property

[DEREF TRAVERSE]FUNCTION

next.property( a[, b[, c]] )

430

next.refc

[DEREF TRAVERSE]SYMBOLIC

(attribute) next.refc

431

next.tmc

[DEREF TRAVERSE]SYMBOLIC

(attribute) next.tmc

432

next.tmm

[DEREF TRAVERSE]SYMBOLIC

(attribute) next.tmm

433

next.tmx

[DEREF TRAVERSE]SYMBOLIC

(attribute) next.tmx

434

next.type

[DEREF TRAVERSE]SYMBOLIC

(type) next.type

435

next.vector

[DEREF TRAVERSE]OBJECT

next.vector

436

next.virtual

[DEREF TRAVERSE]SYMBOLIC

(attribute) next.virtual

437

normalize

FUNCTION

normalize( a )

438

notin

INFIX

(binary) notin

439

null

LITERAL

(none) null

440

or

FUNCTION

or( a, b )

441

orif

FUNCTION

orif( a, b, c )

442

phi

SYMBOLIC

(real) phi

443

pi

SYMBOLIC

(real) pi

444

pop

FUNCTION

pop()

445

popcnt

FUNCTION

popcnt( a )

446

popif

FUNCTION

popif( a )

447

prev

[LOOKBACK]OBJECT

448

prev.address

[LOOKBACK]SYMBOLIC

(attribute) prev.address

449

prev.arc

[LOOKBACK]SYMBOLIC

(attribute) prev.arc

450

prev.arc.dir

[LOOKBACK]SYMBOLIC

(attribute) prev.arc.dir

451

prev.arc.dist

[LOOKBACK]SYMBOLIC

(attribute) prev.arc.dist

452

prev.arc.isfwd

[LOOKBACK]SYMBOLIC

(attribute) prev.arc.isfwd

453

prev.arc.issyn

[LOOKBACK]SYMBOLIC

(attribute) prev.arc.issyn

454

prev.arc.mod

[LOOKBACK]SYMBOLIC

(attribute) prev.arc.mod

455

prev.arc.type

[LOOKBACK]SYMBOLIC

(relationship) prev.arc.type

456

prev.arc.value

[LOOKBACK]SYMBOLIC

(attribute) prev.arc.value

457

prev.bidx

[LOOKBACK]SYMBOLIC

(attribute) prev.bidx

458

prev.bitindex

[LOOKBACK]SYMBOLIC

(attribute) prev.bitindex

459

prev.bitvector

[LOOKBACK]SYMBOLIC

(attribute) prev.bitvector

460

prev.c0

[LOOKBACK]SYMBOLIC

(attribute) prev.c0

461

prev.c1

[LOOKBACK]SYMBOLIC

(attribute) prev.c1

462

prev.deg

[LOOKBACK]SYMBOLIC

(attribute) prev.deg

463

prev.enum

[LOOKBACK]SYMBOLIC

(attribute) prev.enum

464

prev.handle

[LOOKBACK]SYMBOLIC

(attribute) prev.handle

465

prev.id

[LOOKBACK]OBJECT

prev.id

466

prev.ideg

[LOOKBACK]SYMBOLIC

(attribute) prev.ideg

467

prev.index

[LOOKBACK]SYMBOLIC

(attribute) prev.index

468

prev.internalid

[LOOKBACK]SYMBOLIC

(attribute) prev.internalid

469

prev.locked

[LOOKBACK]SYMBOLIC

(attribute) prev.locked

470

prev.odeg

[LOOKBACK]SYMBOLIC

(attribute) prev.odeg

471

prev.oidx

[LOOKBACK]SYMBOLIC

(attribute) prev.oidx

472

prev.op

[LOOKBACK]SYMBOLIC

(attribute) prev.op

473

prev.propcount

[LOOKBACK]SYMBOLIC

(attribute) prev.propcount

474

prev.property

[LOOKBACK]FUNCTION

prev.property( a[, b[, c]] )

475

prev.refc

[LOOKBACK]SYMBOLIC

(attribute) prev.refc

476

prev.tmc

[LOOKBACK]SYMBOLIC

(attribute) prev.tmc

477

prev.tmm

[LOOKBACK]SYMBOLIC

(attribute) prev.tmm

478

prev.tmx

[LOOKBACK]SYMBOLIC

(attribute) prev.tmx

479

prev.type

[LOOKBACK]SYMBOLIC

(type) prev.type

480

prev.vector

[LOOKBACK]OBJECT

prev.vector

481

prev.virtual

[LOOKBACK]SYMBOLIC

(attribute) prev.virtual

482

probealtarray

FUNCTION

probealtarray( a, b, c, d, e )

483

probearray

FUNCTION

probearray( a, b, c, d )

484

probesuperarray

FUNCTION

probesuperarray( a, b, c, d, e )

485

prod

FUNCTION

prod( […] )

486

prox

FUNCTION

prox( a, b )

487

push

FUNCTION

push( a )

488

pushif

FUNCTION

pushif( a, b )

489

rad

FUNCTION

rad( a )

490

randbits

FUNCTION

randbits()

491

randint

FUNCTION

randint( a, b )

492

random

FUNCTION

random()

493

range

FUNCTION

range( a, b )

494

rank

[DEREF TRAVERSE]FUNCTION

rank( […] )

495

rdec

FUNCTION

rdec( a )

496

rdecif

FUNCTION

rdecif( a, b )

497

real

FUNCTION

real( a )

498

rel

SUBSCRIPT

rel

499

reldec

FUNCTION

reldec( a )

500

relenc

FUNCTION

relenc( a )

501

replace

FUNCTION

replace( a, b, c )

502

requ

FUNCTION

requ( a, b )

503

require

FUNCTION

require( a )

504

return

FUNCTION

return( a )

505

returnif

FUNCTION

returnif( a, b )

506

require

FUNCTION

require( a )

507

rgt

FUNCTION

rgt( a, b )

508

rgte

FUNCTION

rgte( a, b )

509

rinc

FUNCTION

rinc( a )

510

rincif

FUNCTION

rincif( a, b )

511

rload

FUNCTION

rload( a )

512

rlt

FUNCTION

rlt( a, b )

513

rlte

FUNCTION

rlte( a, b )

514

rmov

FUNCTION

rmov( a, b )

515

rmovif

FUNCTION

rmovif( a, b, c )

516

rneq

FUNCTION

rneq( a, b )

517

root2

SYMBOLIC

(real) root2

518

root3

SYMBOLIC

(real) root3

519

root5

SYMBOLIC

(real) root5

520

round

FUNCTION

round( a )

521

rstore

FUNCTION

rstore( a, b )

522

rstoreif

FUNCTION

rstoreif( a, b, c )

523

rwrite

FUNCTION

rwrite( […] )

524

rwriteif

FUNCTION

rwriteif( […] )

525

rxchg

FUNCTION

rxchg( a, b )

526

rxchgif

FUNCTION

rxchgif( a, b, c )

527

shl

FUNCTION

shl( a, b )

528

shlif

FUNCTION

shlif( a, b, c )

529

shr

FUNCTION

shr( a, b )

530

shrif

FUNCTION

shrif( a, b, c )

531

sign

FUNCTION

sign( a )

532

sim

FUNCTION

sim( a, b )

533

sin

FUNCTION

sin( a )

534

sinc

FUNCTION

sinc( a )

535

sinh

FUNCTION

sinh( a )

536

slice

FUNCTION

slice( a, b, c )

537

smooth

FUNCTION

smooth( a, b, c )

538

sqrt

FUNCTION

sqrt( a )

539

stage

[COLLECT]FUNCTION

stage([ a[, b]] )

540

stageif

[COLLECT]FUNCTION

stageif( a[, b[, c]] )

541

startswith

FUNCTION

startswith( a, b )

542

startswithi

FUNCTION

startswithi( a, b )

543

store

FUNCTION

store( a, b )

544

storeif

FUNCTION

storeif( a, b, c )

545

str

FUNCTION

str( a )

546

strall

FUNCTION

strall( a[, b1[, b2[, …]]] )

547

strany

FUNCTION

strany( a[, b1[, b2[, …]]] )

548

strcasecmp

FUNCTION

strcasecmp( a, b )

549

strcmp

FUNCTION

strcmp( a, b )

550

strftime

FUNCTION

strftime( a )

551

striall

FUNCTION

striall( a[, b1[, b2[, …]]] )

552

striany

FUNCTION

striany( a[, b1[, b2[, …]]] )

553

sub

FUNCTION

sub( a, b )

554

subif

FUNCTION

subif( a, b, c )

555

sum

FUNCTION

sum( […] )

556

sumsqr

FUNCTION

sumsqr( […] )

557

synarc.decay

FUNCTION

synarc.decay( a[, b] )

558

synarc.hasmod

FUNCTION

synarc.hasmod( […] )

559

synarc.hasrel

FUNCTION

synarc.hasrel( […] )

560

synarc.hasrelmod

FUNCTION

synarc.hasrelmod( […] )

561

synarc.value

FUNCTION

synarc.value( a, b )

562

synarc.xdecay

FUNCTION

synarc.xdecay( a[, b] )

563

sys.tick

SYMBOLIC

(real) sys.tick

564

sys.uptime

SYMBOLIC

(real) sys.uptime

565

tan

FUNCTION

tan( a )

566

tanh

FUNCTION

tanh( a )

567

true

SYMBOLIC

(integer) true

568

type

SUBSCRIPT

type

569

typedec

FUNCTION

typedec( a )

570

typeenc

FUNCTION

typeenc( a )

571

unindex

FUNCTION

unindex( a )

572

unstage

FUNCTION

unstage([ a] )

573

unstageif

FUNCTION

unstageif( a[, b] )

574

upper

FUNCTION

upper( a )

575

vector

SYMBOLIC

(integer) vector

576

vertex

OBJECT

vertex

577

vertex.address

SYMBOLIC

(attribute) vertex.address

578

vertex.bidx

SYMBOLIC

(attribute) vertex.bidx

579

vertex.bitindex

SYMBOLIC

(attribute) vertex.bitindex

580

vertex.bitvector

SYMBOLIC

(attribute) vertex.bitvector

581

vertex.c0

SYMBOLIC

(attribute) vertex.c0

582

vertex.c1

SYMBOLIC

(attribute) vertex.c1

583

vertex.deg

SYMBOLIC

(attribute) vertex.deg

584

vertex.enum

SYMBOLIC

(attribute) vertex.enum

585

vertex.handle

SYMBOLIC

(attribute) vertex.handle

586

vertex.id

OBJECT

vertex.id

587

vertex.ideg

SYMBOLIC

(attribute) vertex.ideg

588

vertex.index

SYMBOLIC

(attribute) vertex.index

589

vertex.internalid

SYMBOLIC

(attribute) vertex.internalid

590

vertex.locked

SYMBOLIC

(attribute) vertex.locked

591

vertex.odeg

SYMBOLIC

(attribute) vertex.odeg

592

vertex.oidx

SYMBOLIC

(attribute) vertex.oidx

593

vertex.op

SYMBOLIC

(attribute) vertex.op

594

vertex.propcount

SYMBOLIC

(attribute) vertex.propcount

595

vertex.property

FUNCTION

vertex.property( a[, b[, c]] )

596

vertex.refc

SYMBOLIC

(attribute) vertex.refc

597

vertex.tmc

SYMBOLIC

(attribute) vertex.tmc

598

vertex.tmm

SYMBOLIC

(attribute) vertex.tmm

599

vertex.tmx

SYMBOLIC

(attribute) vertex.tmx

600

vertex.type

SYMBOLIC

(type) vertex.type

601

vertex.vector

OBJECT

vertex.vector

602

vertex.virtual

SYMBOLIC

(attribute) vertex.virtual

603

void

FUNCTION

void( […] )

604

vset.add

[MAPPING]FUNCTION

vset.add( a )

605

vset.del

[MAPPING]FUNCTION

vset.del( a )

606

vset.has

[MAPPING]FUNCTION

vset.has( a )

607

vset.len

[MAPPING]FUNCTION

vset.len()

608

vset.clr

[MAPPING]FUNCTION

vset.clr( a )

609

write

FUNCTION

write( […] )

610

writeif

FUNCTION

writeif( […] )

611

xchg

FUNCTION

xchg( a, b )

612

xchgif

FUNCTION

xchgif( a, b, c )

613

xor

FUNCTION

xor( a, b )

614

xorif

FUNCTION

xorif( a, b, c )

615

zeta3

SYMBOLIC

(real) zeta3

10. Timeout Specification

N	Section	Description
1	Timeout	How to specify timeouts in API calls

Section

Description

Timeout

How to specify timeouts in API calls

11. VGX Core Concepts

N	Subject	Description
1	REAL vs VIRTUAL Vertex	Explanation of REAL and VIRTUAL vertices
2	VGX objects vs pyvgx wrappers	Explanation of how Python vertex objects relate to internal graph objects

Subject

Description

REAL vs VIRTUAL Vertex

Explanation of REAL and VIRTUAL vertices

VGX objects vs pyvgx wrappers

Explanation of how Python vertex objects relate to internal graph objects

12. VGX Limits and Internals

N	Subject	Description
1	Arc Structure (arcvector)	Brief overview of how arcs are implemented internally
2	Limits, Sizes and Special Numbers	List of important restrictions and capacities
3	Vertex Object Structure	Brief overview of how vertex objects are implemented internally

Subject

Description

Arc Structure (arcvector)

Brief overview of how arcs are implemented internally

Limits, Sizes and Special Numbers

List of important restrictions and capacities

Vertex Object Structure

Brief overview of how vertex objects are implemented internally