RWUNIQ(1)

NAME
rwuniq - Bin SiLK Flow records by a key and print the bins' volume

SYNOPSIS
  rwuniq --fields=KEY [--values=VALUES] [--plugin=PLUGIN ...]
        [--all-counts] [{--bytes | --bytes=MIN | --bytes=MIN-MAX}]
        [{--packets | --packets=MIN | --packets=MIN-MAX}]
        [{--flows | --flows=MIN | --flows=MIN-MAX}]
        [--stime] [--etime]
        [{--sip-distinct | --sip-distinct=MIN | --sip-distinct=MIN-MAX}]
        [{--dip-distinct | --dip-distinct=MIN | --dip-distinct=MIN-MAX}]
        [--presorted-input] [--sort-output]
        [{--bin-time | --bin-time=SECONDS}] [--epoch-time]
        [{--integer-ips | --zero-pad-ips}] [--integer-sensors]
        [--no-titles] [--no-columns] [--column-separator=CHAR]
        [--no-final-delimiter] [{--delimited | --delimited=CHAR}]
        [--print-filenames] [--copy-input=PATH] [--output-path=PATH]
        [--pager=PAGER_PROG] [--temp-directory=DIR_PATH]
        [{--legacy-timestamps | --legacy-timestamps=NUM}]
        [--ipv6-policy={ignore,asv4,mix,force,only}]
        [--site-config-file=FILENAME]
        [--pmap-file=MAPNAME:PATH [--pmap-file=MAPNAME:PATH ...]]
        [--pmap-column-width=NUM] [--python-file=PATH ...]
        [FILES...]

  rwuniq [--pmap-file=MAPNAME:PATH [--pmap-file=MAPNAME:PATH ...]]
        [--plugin=PLUGIN ...] [--python-file=PATH ...] --help

  rwuniq --version

DESCRIPTION
rwuniq reads SiLK Flow records and groups them by a key composed of user-specified attributes of the flows. For each group (or bin), a collection of user-specified aggregate values is computed; these values are typically related to the volume of the bin, such as the sum of the bytes fields for all records that match the key. Once all the SiLK Flow records are read, the key fields and the aggregate values are printed. For some of the built-in aggregate values, it is possible to limit the output to the bins where the aggregate value meets a user-specified minimum and/or maximum.

The SiLK Flow records are read from the files named on the command line or from the standard input when no file names are given and the standard input is not a terminal. To read from both standard input and files, use "stdin" or "-" as the name of an input file.

The flow attribute(s) (or field(s)) that make up the key for each bin are selected by the user, with the available fields being similar to those supported by rwcut. See the description of the --fields switch in the "OPTIONS" section below for the names of the keys. The list of fields can be extended by loading PySiLK files (see silkpython(3)) or plug-ins. The user must specify the --fields switch. The fields will be printed in the order in which they occur in the --fields switch. The size of the key is basically unlimited, but a larger key will more quickly use the available the memory leading to slower performance.

The aggregate value(s) to compute for each bin are also chosen by the user. As with the key fields, the user can extend the list of aggregate fields by using PySiLK or plug-ins. The preferred way to specify the aggregate fields is to use the --values switch; the aggregate fields will be printed in the order they occur in the --values switch. The thresholding switches (e.g., --bytes) can also be used to specify the aggregate values to compute. Aggregate values that are only specified with thresholding switches will be printed after those that appear in --values, in the following order for backward compatibility: bytes, packets, flows, stime, etime, sip-distinct, dip-distinct. If the user does not select any aggregate value(s), rwuniq defaults to computing the number of flow records for each bin and printing all bins. As with the key fields, requesting more aggregate values slows performance.

The --presorted-input switch allows rwuniq to process data more efficiently by assuming the data has been previously sorted with the rwsort(1) command. With this switch, rwuniq does not need large amounts of memory because it does not bin each flow; instead, it keeps a running summation and outputs the bin whenever the key changes. For the output to be meaningful, rwsort and rwuniq must be invoked with the same --fields value. When multiple input files are specified and --presorted-input is given, rwuniq will merge-sort the flow records from the input files.

rwuniq attempts to keep all key and aggregate value data in the computer's memory. If rwuniq runs out of memory, the current key and aggregate value data is written to a temporary file. Once all input has been processed, the data from the temporary files is merged to produce the final output. By default, these temporary files are stored in the /tmp directory. Because these files can be large, it is strongly recommended that /tmp not be used as the temporary directory. To modify the temporary directory used by rwuniq, provide the --temp-directory switch, set the SILK_TMPDIR environment variable, or set the TMPDIR environment variable.

When SiLK is compiled with IPv6 support, computing the number of distinct addresses is limited. Specifically, only one distinct IP count is supported for unsorted input, and no distinct IP counts are supported when when --presorted-input is given. Setting the --ipv6-policy switch to "ignore" or "asv4" will get around this limitation at the expense of ignoring IPv6 addresses.

rwuniq may run out of memory when computing distinct IP counts, causing the counts for some bins to be smaller than the actual number of distinct IPs. When this occurs, a single warning is printed the standard error noting that rwuniq has run out of memory, processing continues, and rwuniq exits with status 16.

OPTIONS
Option names may be abbreviated if the abbreviation is unique or is an exact match for an option. A parameter to an option may be specified as --arg=param or --arg param, though the first form is required for options that take optional parameters.

The --fields switch is required. rwuniq will fail when it is not provided.

--fields=KEY
    KEY contains the list of flow attributes (a.k.a. fields or columns) that make up the key into which flows are binned. The columns will be displayed in the order the fields are specified. Each field may be specified once only. KEY is a comma separated list of field-names, field-integers, and ranges of field-integers; a range is specified by separating the start and end of the range with a hyphen (-). Field-names are case insensitive. Example:

     --fields=stime,10,1-5

    There is no default value for the --fields switch; the switch must be specified.

    The complete list of built-in fields that the SiLK tool suite supports follows, though note that not all fields are present in all SiLK file formats; when a field is not present, its value is 0.

    sIP,1
        source IP address

    dIP,2
        destination IP address

    sPort,3
        source port for TCP and UDP, or equivalent

    dPort,4
        destination port for TCP and UDP, or equivalent

    protocol,5
        IP protocol

    packets,pkts,6
        packet count

    bytes,7
        byte count

    flags,8
        bit-wise OR of TCP flags over all packets

    sTime,9
        starting time of flow (seconds resolution)

    dur,10
        duration of flow (seconds resolution)

    eTime,11
        end time of flow (seconds resolution)

    sensor,12
        name or ID of sensor at the collection point

    class,20
        class of sensor at the collection point

    type,21
        type of sensor at the collection point

    icmpTypeCode,25
        include two columns, "iType" and "iCode" that contain the ICMP type and code for ICMP flows; for non-ICMP flows, these columns are empty

    Many SiLK file formats do not store the following fields and their values will always be 0; they are listed here for completeness:

    in,13
        router SNMP input interface

    out,14
        router SNMP output interface

    nhIP,15
        router next hop IP

    SiLK can store flows generated by enhanced collection software that provides more information than NetFlow v5. These flows may support some or all of these additional fields; for flows without this additional information, the field's value is always 0.

    initialFlags,26
        TCP flags on first packet in the flow

    sessionFlags,27
        bit-wise OR of TCP flags over all packets except the first in the flow

    attributes,28
        flow attributes set by the flow generator:

        "F" flow generator saw additional packets in this flow following a packet with a FIN flag (excluding ACK packets)

        "T" flow generator prematurely created a record for a long-running connection due to a timeout. (When the flow generator yaf(1) is run with the --silk switch, it will prematurely create a flow and mark it with "T" if the byte count of the flow cannot be stored in a 32-bit value.)

        "C" flow generator created this flow as a continuation of long-running connection, where the previous flow for this connection met a timeout (or a byte threshold in the case of yaf).

        Consider a long-running ssh session that exceeds the flow generator's active timeout. (This is the active timeout since the flow generator creates a flow for a connection that still has activity). The flow generator will create multiple flow records for this ssh session, each spanning some portion of the total session. The first flow record will be marked with a "T" indicating that it hit the timeout. The second through next-to-last records will be marked with "TC" indicating that this flow both timed out and is a continuation of a flow that timed out. The final flow will be marked with a "C", indicating that it was created as a continuation of an active flow.

    application,29
        guess as to the content the flow. Some software that generates flow records from packet data, such as yaf, will inspect the contents of the packets that make up a flow and use traffic signatures to label the content of the flow. SiLK calls this label the application; yaf refers to it as the appLabel. The application is the port number that is traditionally used for that type of traffic (see the /etc/services file on most UNIX systems). For example, traffic that the flow generator recognizes as FTP will have a value of 21, even if that traffic is being routed through the standard HTTP/web port (80).

    The list of built-in fields may be augmented by run-time loading of plug-ins (shared object files or dynamic libraries) when the plug-in is available. rwuniq automatically looks for the following plug-ins:

    ADDRESS TYPE (addrtype.so)

    stype,16
        for the source IP address, the value 0 if the address is non-routable, 1 if it is internal, or 2 if it is routable and external. See addrtype(3).

    dtype,17
        as stype for the destination IP address

    COUNTRY CODE (ccfilter.so)

    scc,18
        for the source IP, a two-letter country code abbreviation denoting the country who "owns" that IP address. See ccfilter(3).

    dcc,19
        as scc for the destination IP

    PREFIX MAP (pmapfilter.so)

    src-MAPNAME
        value determined by passing the source IP or the protocol/source-port to the user-defined mapping defined in the prefix map associated with MAPNAME. See the description of the --pmap-file switch and the pmapfilter(3) manual page.

    dst-MAPNAME
        as src-MAPNAME for the destination IP or protocol/destination-port.

    sval
    dval
        These are deprecated field names created by pmapfilter that correspond to src-MAPNAME and dst-MAPNAME, respectively. These fields are available when a prefix map is used that is not associated with a MAPNAME.

--values=VALUES
    Specify the aggregate values to compute for each bin as a comma separated list of names. Names are case insensitive. When a thresholding switch specifies an aggregate value field that does appear in VALUES, that field is added to end of VALUES. When neither the --values switch nor any thresholding switch is specified, rwuniq counts the number of flow records for each bin. The aggregate fields are printed in the order they occur in VALUES. The names of the built-in value fields follow. This list can be augmented through the use of PySiLK and plug-ins.

    Records
        Count the number of flow records that mapped to each bin.

    Packets
        Sum the number of packets across all records that mapped to each bin.

    Bytes
        Sum the number of bytes across all records that mapped to each bin.

    sTime-Earliest
    eTime-Latest
    sIP-Distinct
        Count the number of distinct source IP addresses that were seen for each bin.

    dIP-Distinct
        Count the number of distinct destination IP addresses that were seen for each bin.

--plugin=PLUGIN
    Augment the list of key fields or aggregate value fields by using run-time loading of the plug-in (shared object) whose path is PLUGIN. The switch may be repeated to load multiple plug-ins. The creation of these plug-ins is beyond the scope of this manual page. When PLUGIN contains a slash ("/"), rwuniq assumes the path to PLUGIN is correct. Otherwise, rwuniq will attempt to find the file in $SILK_PATH/lib/silk, $SILK_PATH/share/lib, $SILK_PATH/lib, and in these directories parallel to the application's directory: lib/silk, share/lib, and lib. If rwuniq does not find the file, it assumes the plug-in is in the current directory. To force rwuniq to look in the current directory first, specify --plugin=./PLUGIN. When the SILK_PLUGIN_DEBUG environment variable is non-empty, rwuniq prints status messages to the standard error as it tries to open each of its plug-ins.

The next eight options will add the appropriate aggregate field to --values if the field is not present. The options are processed in the order they appear here, regardless of the order they occur on the command line. Use of these switches without a threshold value is deprecated.

--all-counts
    Enable the next five sets of options with their default thresholds; i.e., all possible counts (except the distinct counts) are computed and printed. This switch is deprecated.

--bytes
--bytes=MIN
--bytes=MIN-MAX
    Cause rwuniq to total, for each unique key, the number of bytes in each flow record. When MIN is provided, bins are printed only when they had at least MIN total bytes. When MAX is also provided, bins are printed only when they had no more than MAX total bytes. A MIN of 0 is treated as 1. When MIN is not provided, a default of 1 is used.

--packets
--packets=MIN
--packets=MIN-MAX
    Cause rwuniq to sum, for each unique key, the number of packets in each flow record. When MIN is provided, bins are printed only when they had at least MIN sum of packets. When MAX is also provided, bins are printed only when they had no more than MAX sum of packets. A MIN of 0 is treated as 1. When MIN is not provided, a default of 1 is used.

--flows
--flows=MIN
--flows=MIN-MAX
    Cause rwuniq to sum the number of flow records in each uniquely keyed bin. When MIN is provided, bins are printed only when they had at least MIN number of flows. When MAX is also provided, bins are printed only when they had no more than MAX flows. A MIN of 0 is treated as 1. When MIN is not provided, a default of 1 is used.

--stime
    Cause rwuniq to keep track of the earliest time at which it saw a flow that matched each bin's unique key. This option does not support thresholds, and it is deprecated.

--etime
    Cause rwuniq to keep track of the latest (most recent) time at which it saw a flow that matched each bin's unique key. This option does not support thresholds, and it is deprecated.

--sip-distinct
--sip-distinct=MIN
--sip-distinct=MIN-MAX
    Cause rwuniq to count the number of distinct source IP addresses that were seen for each uniquely keyed bin. When MIN is provided, bins are printed only when they had at least MIN distinct sources. When MAX is also provided, bins are printed only when they had no more than MAX distinct sources. A MIN of 0 is treated as 1. When MIN is not provided, a default of 1 is used. When this switch is provided, the sIP field cannot be part of the key.

--dip-distinct
--dip-distinct=MIN
--dip-distinct=MIN-MAX
    As --sip-distinct for destination IP addresses.

Miscellaneous options:

--presorted-input
    Cause rwuniq to assume that it is reading sorted input; i.e., that rwuniq's input file(s) were generated by rwsort(1) using the exact same value for the --fields switch. This option allows rwuniq to process an endless stream of records. When multiple input files are specified, rwuniq will merge-sort the flow records from the input files.

--sort-output
    Cause rwuniq to present the output in sorted numerical order. The key rwuniq uses for sorting is the same key it uses to index each bin.

--bin-time
--bin-time=SECONDS
    Adjust the key fields 'sTime' and 'eTime' to appear on SECONDS-second boundaries (the floor of the time is used). When no value is provided to the switch, 60-second time bins are used. (When the start-time is the only key field and time binning is desired, consider using rwcount(1) instead.)

--epoch-time
    Print timestamps as epoch time (number of seconds since midnight GMT on 1970-01-01).

--integer-ips
    Print IPs as integers. By default, IP addresses are printed in their canonical form.

--zero-pad-ips
    Print IP addresses in their canonical form, but add zeros to the IP address so it fully fills the width of column. For IPv4, use three digits per octet, e.g, 127.000.000.001. For IPv6, use four digits per hexadectet and expand empty hexadectets, e.g.; "0000:0000:0000:0000:0000:FFFF:FF00:0001".

--integer-sensors
    Print the integer ID of the sensor rather than its name.

--no-titles
    Turn off column titles. By default, titles are printed.

--no-columns
    Disable fixed-width columnar output.

--column-separator=C
    Use specified character between columns and after the final column. When this switch is not specified, the default of '|' is used.

--no-final-delimiter
    Do not print the column separator after the final column. Normally a delimiter is printed.

--delimited
--delimited=C
    Run as if --no-columns --no-final-delimiter --column-sep=C had been specified. That is, disable fixed-width columnar output; if character C is provided, it is used as the delimiter between columns instead of the default '|'.

--print-filenames
    Prints to the standard error the names of input files as they are opened.

--copy-input=PATH
    Copy all binary input to the specified file or named pipe. PATH can be "stdout" to print flows to the standard output as long as the --output-path switch has been used to redirect rwuniq's ASCII output.

--output-path=PATH
    Determines where the output of rwuniq (ASCII text) is written. If this option is not given, output is written to the standard output.

--pager=PAGER_PROG
    When output is to a terminal, invoke the program PAGER_PROG to view the output one screen full at a time. This switch overrides the SILK_PAGER environment variable, which in turn overrides the PAGER variable. If the value of the pager is determined to be the empty string, no paging will be performed and all output will be printed to the terminal.

--ipv6-policy=POLICY
    Determine how IPv4 and IPv6 flows are handled when SiLK has been compiled with IPv6 support. When the switch is not provided, the SILK_IPV6_POLICY environment variable is checked for a policy. If it is also unset or contains an invalid policy, the POLICY is mixed. When SiLK has not been compiled with IPv6 support; IPv6 flows are always ignored, regardless of the value passed to this switch or in the SILK_IPV6_POLICY variable. The supported values for POLICY are:

    ignore
        Completely ignore IPv6 flows. Only IPv4 flows will be printed.

    asv4
        Convert IPv6 addresses to IPv4 if possible, otherwise ignore the IPv6 flows.

    mix Process the input as a mixture of IPv4 and IPv6 flows.

    force
        Force IPv4 flows to be converted to IPv6.

    only
        Only process flows that were marked as IPv6 and completely ignore IPv4 flows.

--temp-directory=DIR_PATH
    Specify the name of the directory in which to store data files temporarily when the memory is not large enough to store all the bins and their aggregate values. This switch overrides the directory specified in the SILK_TMPDIR environment variable, which overrides the directory specified in the TMPDIR variable, which overrides the default, /tmp.

--site-config-file=FILENAME
    Read the SiLK site configuration from the named file FILENAME. When this switch is not provided, the location specified by the SILK_CONFIG_FILE environment variable is used if that variable is not empty. The value of SILK_CONFIG_FILE should include the name of the file. Otherwise, the application looks for a file named silk.conf in the following directories: the directory specified in the SILK_DATA_ROOTDIR environment variable; the data root directory that is compiled into SiLK (use the --version switch to view this value); the directories $SILK_PATH/share/silk/ and $SILK_PATH/share/; and the share/silk/ and share/ directories parallel to the application's directory.

--legacy-timestamps
--legacy-timestamps=NUM
    Specify the format for human readable timestamps, either the default (new) style, "YYYY/MM/DDThh:mm:ss", or the legacy style, "MM/DD/YYYY hh:mm:ss". When this switch is not present, the timestamps will be in the default format. When this switch is present and no argument is given, timestamps are in the legacy format. When an argument is supplied, timestamps will be in the new format if the argument begins with 0, and in the old format if the argument begins with 1. Any other argument to the switch is an error.

--help
    Print the available options and exit. Options that add fields can be specified before --help so that the new options appear in the output.

--version
    Print the version number and information about how SiLK was configured, then exit the application.

--dynamic-library=PLUGIN
    This switch is deprecated. It is an alias for --plugin.

--pmap-file=MAPNAME:PATH
--pmap-file=PATH
    When the prefix map plug-in is used, rwuniq reads the mapping file located at PATH. When MAPNAME is provided, it will be used to refer to the fields specific to that prefix map. If MAPNAME is not provided, rwuniq will check the prefix map file to see if a map-name was specified when the file was created. Using multiple --prefix-map switches allows additional prefix map files to be read as long as each uses a unique map-name. For more information, see pmapfilter(3).

--pmap-column-width=NUM
    When the pmapfilter plug-in is used, this switch gives the maximum number of characters to use when displaying the textual value of any field.

--python-file=PATH
    When the SiLK Python plug-in is used, rwuniq reads the Python code from the file PATH to define additional fields that can be used as part of the key. This file should call register_plugin_field() for each field it wishes to define. For details and examples, see the silkpython(3) and pysilk(3) manual pages.

EXAMPLES
To look for the most prevalent source IP addresses (similar to rwstats(1)):

  rwuniq --field=sip mydata.rwf |     \
     sort -t '|' -r -k 2 | head -11

              sIP|   Records|
         10.1.1.9|       133|
         10.1.1.1|       120|
         10.1.1.5|       100|
         10.1.1.2|        91|
         10.1.1.4|        82|
         10.1.1.6|        64|
         10.1.1.3|        41|
         10.1.1.7|        29|
        10.1.1.10|        28|
         10.1.1.8|        16|

To look for all TCP traffic with less than 3 packets, and which also appears at least 3 times, combine rwfilter and rwuniq:

  rwfilter --start-date=2003/01/01:00 --end-date=2003/01/01:23 \
        --proto=6 --packets=1-3 --pass=stdout                  \
        | rwuniq --field=sip --flows=3 | head -11
              sIP|   Records|
         10.1.1.4|         6|
         10.1.1.6|         4|
         10.1.1.1|       102|
         10.1.1.9|         3|
         10.1.1.2|         4|
         10.1.1.8|        17|
        10.1.1.10|         6|
         10.1.1.7|         7|
         10.1.1.3|         7|
         10.1.1.5|      2491|

The silkpython(3) manual page provides examples that use PySiLK to create arbitrary fields to use as part of the key for rwuniq.

ENVIRONMENT

SILK_IPV6_POLICY
    This environment variable is used as the value for the --ipv6-policy when that switch is not provided.

SILK_PAGER
    When set to a non-empty string, rwuniq automatically invokes this program to display its output a screen at a time. If set to an empty string, rwuniq does not automatically page its output.

PAGER
    When set and SILK_PAGER is not set, rwuniq automatically invokes this program to display its output a screen at a time.

SILK_TMPDIR
    When set and --temp-directory is not specified, rwuniq writes the temporary files it creates to this directory. SILK_TMPDIR overrides the value of TMPDIR.

TMPDIR
    When set and SILK_TMPDIR is not set, rwuniq writes the temporary files it creates to this directory.

PYTHONPATH
    This environment variable is used by Python to locate modules. When --python-file is specified, rwuniq loads Python which in turn loads the PySiLK module which is comprised of several files (silk/pysilk_nl.so, silk/__init__.py, etc). If this silk/ directory is located outside Python's normal search path (for example, in the SiLK installation tree), it may be necessary to set or modify the PYTHONPATH environment variable to include the parent directory of silk/ so that Python can find the PySiLK module.

SILK_PYTHON_TRACEBACK
    When set, Python plug-ins will output traceback information on Python errors to the standard error.

SILK_COUNTRY_CODES
    This environment variable allows the user to specify the country code mapping file that the ccfilter(3) plug-in will use. The value may be a complete path or a file relative to the SILK_PATH. If the variable is not specified, the code looks for a file named country_codes.pmap in the location specified by SILK_PATH.

SILK_CONFIG_FILE
    This environment variable is used as the value for the --site-config-file when that switch is not provided.

SILK_DATA_ROOTDIR
    When the --site-config-file switch is not provided and the SILK_CONFIG_FILE environment variable is not set, rwuniq looks for the site configuration file in $SILK_DATA_ROOTDIR/silk.conf.

SILK_PATH
    This environment variable gives the root of the install tree. As part of its search for the SiLK site configuration file, rwuniq checks for a file named silk.conf in the directories $SILK_PATH/share/silk and $SILK_PATH/share. These directories are also searched when any other configuration file is required (e.g., the country code map). In addition, rwuniq looks for plug-ins in $SILK_PATH/lib/silk, $SILK_PATH/share/lib and $SILK_PATH/lib.

SILK_PLUGIN_DEBUG
    When set to 1, rwuniq prints status messages to the standard error as it tries to open each of its plug-ins.

NOTES
If multiple thresholds are given (e.g., "--bytes=80 --flows=2"), the values must meet all thresholds before the record is printed. For example, if a given key saw a single 100-byte flow, the entry would not printed given the switches above.

rwuniq functionally replaces the combination of

  rwcut | sort | uniq -c

To get a list of unique IP addresses in a data set without the counting or threshold abilities of rwuniq, consider using IPsets:

  rwset --sip-set=stdout | rwsetcat --print-ips

For situations where the key and value are each a single field, consider using Bags:

  rwbag --sip-bytes=stdout | rwbagcat

rwgroup(1) works similarly to rwuniq, except the data remains in the form of SiLK Flow records, and the next-hop-IP field is modified to denote the records that form a bin.

rwstats(1) can do the same binning as rwuniq, and then sort the data by an aggregate field.

rwuniq supports counting distinct source and/or destination IPs. To see the number of distinct sources for each 10 minute bin, run:

  rwuniq --fields=stime --values=sip-distinct --bin-time=600 --sort-output

When time-binning is active and the three time fields (starting-time (sTime), ending-time (eTime), and duration) are present in the key, the duration field's value will be modified to be the difference between the ending and starting times.

When computing distinct counts over a field, the field may not be part of the key; that is, you cannot have "--fields=sip --values=sip-distinct".

rwuniq's strength is its ability to build arbitrary keys and aggregate fields. For a key of a single IP address, see rwaddrcount(1) and rwbag(1); for a key made up of a single CIDR block (/8, /16, /24 only), a single port, or a single protocol, use rwtotal(1) or rwbag(1).

SEE ALSO
rwfilter(1), rwbag(1), rwset(1), rwaddrcount(1), rwgroup(1), rwstats(1), rwsort(1), rwtotal(1), rwcount(1), addrtype(3), ccfilter(3), pmapfilter(3), silkpython(3), pysilk(3), yaf(1)