- The Devo data analytics platform
- Getting started
- Domain administration
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Sending data to Devo
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The Devo In-House Relay
- Installing the Devo Relay
- Configuring the In-House Relay
- Sending SSL/TLS encrypted events to the Devo relay
- Relay troubleshooting tips
- Event sources
- Other data collection methods
- Uploading log files
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The Devo In-House Relay
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Supported technologies
- About Devo tags
- Special Devo tags and data tables
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List of supported technologies
- Business & Consumer
- Cloud technologies
- Databases
- Host and Operating Systems
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Network and application security
- auth.secureauth
- auth.securenvoy
- av.mcafee
- av.sophos
- box.iptables
- edr.cylance
- edr.fireeye.alerts
- edr.minervalabs.events
- endpoint.symantec
- firewall.checkpoint
- firewall.cisco and vpn.cisco
- firewall.fortinet
- firewall.huawei
- firewall.juniper
- firewall.paloalto
- firewall.pfsense
- firewall.sonicwall
- firewall.sophos
- firewall.sophos.xgfirewall
- firewall.stonegate
- firewall.windows
- nac.aruba
- network.meraki
- proxy.bluecoat
- proxy.forcepoint
- proxy.squid
- uba.varonis
- vuln.beyondtrust
- Network connectivity
- Web servers
- Technologies supported in CEF syslog format
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Searching data
- Accessing data tables
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Building a query
- Data types in Devo
- Build a query in the search window
- Build a query using LINQ
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Operations reference
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Aggregation operations
- Average (avg)
- Count (count)
- First (first)
- First not null (nnfirst)
- HyperLogLog++ (hllpp)
- HyperLogLog++ Count Estimation (hllppcount)
- Last (last)
- Last not null (nnlast)
- Maximum (max)
- Median / 2nd quartile / Percentile 50 (median)
- Minimum (min)
- Non-null average (nnavg)
- Non-null standard deviation (biased) (nnstddev)
- Non-null standard deviation (unbiased) (nnustddev)
- Non-null variance (biased) (nnvar)
- Non-null variance (unbiased) (nnuvar)
- Percentile 5 (percentile5)
- Percentile 25 / 1st quartile (percentile25)
- Percentile 75 / 3rd quartile (percentile75)
- Percentile 95 (percentile95)
- Standard deviation (biased) (stddev)
- Standard deviation (unbiased) (ustddev)
- Sum (sum)
- Sum Square (sum2)
- Variance (biased) (var)
- Variance (unbiased) (uvar)
- Percentile 10 (percentile10)
- Percentile 90 (percentile90)
- Order group
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Arithmetic group
- Absolute value (abs)
- Addition, sum, plus / Concatenation (add, +)
- Ceiling (ceil)
- Cube root (cbrt)
- Division (div, \)
- Division remainder (rem, %)
- Floor (floor)
- Modulo (mod, %%)
- Multiplication, product (mul, *)
- Power (pow)
- Real division (rdiv, /)
- Rounding (round)
- Sign (signum)
- Square root (sqrt)
- Subtraction, minus / Additive inverse (sub, -)
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String group
- Contains (has, ->)
- Contains - case insensitive (weakhas)
- Contains tokens (toktains)
- Edit distance: Damerau (damerau)
- Edit distance: Hamming (hamming)
- Edit distance: Levenshtein (levenshtein)
- Edit distance: OSA (osa)
- Ends with (endswith)
- Format number (formatnumber)
- Hostname public suffix (publicsuffix)
- Hostname root domain (rootdomain)
- Hostname root prefix (rootprefix)
- Hostname root suffix (rootsuffix)
- Hostname subdomains (subdomain)
- Hostname top level domain (topleveldomain)
- Is in (`in`, <-)
- Is in - case insensitive (weakin)
- Length (length)
- Locate (locate)
- Lower case (lower)
- Matches (matches, ~)
- Peek (peek)
- Replace all (replaceall)
- Replace first (replace)
- Shannon entropy (shannonentropy)
- Split (split)
- Split regexp (splitre)
- Starts with (startswith)
- Substitute (subs)
- Substitute all (subsall)
- Substring (substring)
- Trim both sides (trim)
- Trim the left side (ltrim)
- Trim the right side (rtrim)
- Upper case (upper)
- General group
- Date group
- Name group
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Network group
- HTTP Status Description (httpstatusdescription)
- HTTP Status Type (httpstatustype)
- IP Protocol (ipprotocol)
- IP Reputation Score (reputationscore)
- IP Reputation Tags (reputation)
- IPv4 legal use (purpose)
- IPv6 host number (host)
- IPv6 routing number (routing)
- Is IPv4 (ipip4)
- Is Private IPv4 (isprivate)
- Is Public IPv4 (ispublic)
- Squid Black Lists Flags (sbl)
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Geolocation group
- Coordinates distance (distance)
- Geocoord (geocoord)
- Geographic coordinate system (coordsystem)
- Geohash (geohash)
- Geohash string (geohashstr)
- Geolocated Accuracy Radius with MaxMind GeoIP2 (mm2accuracyradius)
- Geolocated ASN (mmasn)
- Geolocated ASN with MaxMind GeoIP2 (mm2asn)
- Geolocated AS Organization Name with MaxMind GeoIP2 (mm2asorg)
- Geolocated AS owner (mmasowner)
- Geolocated City (mmcity)
- Geolocated City with MaxMind GeoIP2 (mm2city)
- Geolocated Connection Speed (mmspeed)
- Geolocated connection type with MaxMind GeoIP2 (mm2con)
- Geolocated Coordinates (mmcoordinates)
- Geolocated coordinates with MaxMind GeoIP2 (mm2coordinates)
- Geolocated Country (mmcountry)
- Geolocated Country with MaxMind GeoIP2 (mm2country)
- Geolocated ISP (mmisp)
- Geolocated ISP name with MaxMind GeoIP2 (mm2isp)
- Geolocated Latitude (mmlatitude)
- Geolocated Latitude with MaxMind GeoIP2 (mm2latitude)
- Geolocated Level 1 Subdivision with MaxMind GeoIP2 (mm2subdivision1)
- Geolocated Level 2 Subdivision with MaxMind GeoIP2 (mm2subdivision2)
- Geolocated Longitude (mmlongitude)
- Geolocated Longitude with MaxMind GeoIP2 (mm2longitude)
- Geolocated Organization (mmorg)
- Geolocated organization name with MaxMind GeoIP2 (mm2org)
- Geolocated Postal Code (mmpostalcode)
- Geolocated Postal Code with MaxMind GeoIP2 (mm2postalcode)
- Geolocated Region (mmregion)
- Geolocated Region Name (mmregionname)
- ISO-3166-1 Continent Alpha-2 Code (continentalpha2)
- ISO-3166-1 Continent Name (continentname)
- ISO-3166-1 Country Alpha-2 Code (countryalpha2)
- ISO-3166-1 Country Alpha-2 Continent (countrycontinent)
- ISO-3166-1 Country Alpha-3 Code (countryalpha3)
- ISO-3166-1 Country Latitude (countrylatitude)
- ISO-3166-1 Country Longitude (countrylongitude)
- ISO-3166-1 Country Name (countryname)
- Latitude (latitude)
- Latitude and longitude coordinates (latlon)
- Longitude (longitude)
- Parse geocoord format (parsegeo)
- Represent geocoord format (reprgeo)
- Round coordinates (gridlatlon)
- Logic group
- Flow group
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Web group
- Absolute URI (absoluteuri)
- Opaque URI (opaqueuri)
- URI authority (uriauthority)
- URI fragment (urifragment)
- URI host (urihost)
- URI path (uripath)
- URI port (uriport)
- URI query (uriquery)
- URI scheme (urischeme)
- URI ssp (urissp)
- URI user (uriuser)
- URL decode (urldecode)
- User Agent Company (uacompany)
- User Agent Company URL (uacompanyurl)
- User Agent Device Icon (uadeviceicon)
- User Agent Device Information URL (uadeviceinfourl)
- User Agent Device Type (uadevicetype)
- User Agent Family (uafamily)
- User Agent Icon (uaicon)
- User Agent Information URL (uainfourl)
- User Agent is Robot (uaisrobot)
- User Agent Name (uaname)
- User Agent OS Company (uaoscompany)
- User Agent OS Company URL (uaoscompanyurl)
- User Agent OS Family (uaosfamily)
- User Agent OS Icon (uaosicon)
- User Agent OS Name (uaosname)
- User Agent OS URL (uaosurl)
- User Agent Type (uatype)
- User Agent URL (uaurl)
- User Agent Version (uaversion)
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Mathematical group
- Arc cosine (acos)
- Arc sine (asin)
- Arc tangent (atan)
- Bitwise AND (band, &)
- Bitwise left shift (lshift, <<)
- Bitwise NOT (bnot, ~)
- Bitwise OR (bor, |)
- Bitwise right shift (rshift, >>)
- Bitwise unsigned right shift (urshift, >>>)
- Bitwise XOR (bxor, ^)
- Cosine (cos)
- e (mathematical constant) (e)
- Exponential: base e (exp)
- Hyperbolic cosine (cosh)
- Hyperbolic sine (sinh)
- Hyperbolic tangent (tanh)
- Logarithm: base 2 (log2)
- Logarithm: base 10 (log10)
- Logarithm: natural / arbitrary base (log)
- Pi (mathematical constant) (pi)
- Sine (sin)
- Tangent (tan)
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Conversion group
- Duration (duration)
- Format date (formatdate)
- From base16, b16, hex (from16)
- From base64, b64 (from64)
- From UTF8 (fromutf8)
- From Z85, base85 (fromz85)
- Human size (humanSize)
- Make byte array (mkboxar)
- Parse date (parsedate)
- Regular expression, regexp (re)
- Template (template)
- Timestamp (timestamp)
- To base16, b16, hex (to16)
- To base64, b16, hex (to64)
- To boolean (bool)
- To Float (float)
- To image (image)
- To Int (int)
- To IPv4 (ip4)
- To IPv4 net (net4)
- To IPv6 (ip6)
- To IPv6 compatible (compatible)
- To IPv6 mapped (mapped)
- To IPv6 net (net6)
- To IPv6 translated (translated)
- To MAC address (mac)
- To string (str)
- To UTF8 (toutf8)
- To Z85, base85 (toz85)
- Cryptography group
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Packet group
- Ethernet destination MAC address (etherdst)
- Ethernet payload (etherpayload)
- Ethernet source MAC address (ethersrc)
- Ethernet status (etherstatus)
- Ethernet tag (ethertag)
- EtherType (ethertype)
- Has Ethernet frame (hasether)
- Has IPv4 datagram (hasip4)
- Has TCP segment (hastcp)
- Has UDP datagram (hasudp)
- IPv4 destination address (ip4dst)
- IPv4 differentiated services (ip4ds)
- IPv4 explicit congestion notification (ip4ecn)
- IPv4 flags (ip4flags)
- IPv4 fragment offset (ip4fragment)
- IPv4 header checksum (ip4cs)
- IPv4 header length (ip4hl)
- IPv4 identification (ip4ident)
- IPv4 payload (ip4payload)
- IPv4 protocol (ip4proto)
- IPv4 source address (ip4src)
- IPv4 status (ip4status)
- IPv4 time to live (ip4ttl)
- IPv4 total length (ip4len)
- IPv4 type of service (ip4tos)
- TCP ACK (tcpack)
- TCP checksum (tcpcs)
- TCP destination port (tcpdst)
- TCP flags (tcpflags)
- TCP header length (tcphl)
- TCP payload (tcppayload)
- TCP sequence number (tcpseq)
- TCP source port (tcpsrc)
- TCP status (tcpstatus)
- TCP urgent pointer (tcpurg)
- TCP window size (tcpwin)
- UDP checksum (udpcs)
- UDP destination port (udpdst)
- UDP length (udplen)
- UDP payload (udppayload)
- UDP source port (udpsrc)
- UDP status (udpstatus)
- Statistical group
- Meta Analysis group
- JSON group
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Aggregation operations
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Working in the search window
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Generate charts
- Affinity chord diagram
- Availability timeline
- Bipartite chord diagram
- Bubble chart
- Chart aggregation
- Custom date chart aggregation
- Flame graph
- Flat world map by coordinates
- Flat world map by country
- Google animated heat map
- Google area map
- Google heat map
- Graph diagram
- Histogram
- Pew Pew map
- Pie chart
- Pie layered chart
- Punch card
- Sankey diagram
- Scatter plot
- Time heatmap
- Voronoi treemap
- Data enrichment
- Setting up a data table
- Advanced data operations
- Use case: eCommerce behavior analysis
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Generate charts
- Managing your queries
- Best practices for data search
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Dashboards
- Create a new dashboard
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Working with dashboard widgets
- Availability timeline widget
- Chord diagram widget
- Circle world map widget
- Color key value widget
- Color world map widget
- Column chart widget
- Comparative chart widget
- Funnel widget
- Gauge meter widget
- Google heatmap widget
- Heat calendar widget
- Line chart widget
- Monitoring widget
- Pie chart widget
- Punch card widget
- Sectored pie chart widget
- Table widget
- Time heatmap widget
- Tree diagram widget
- Voronoi tree widget
- Configuring and sharing dashboards
- Activeboards
- Panels
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Alerts and notifications
- Configuring alerts
- Managing triggered alerts
- Pre-installed alert reference
- Notifications
- Applications
- Social Intelligence
- API reference
Autoparse a my.app table
When you create a new my.app.*
data table by sending data from a new, proprietary data source for which there is no Devo tag, the event fields are not parsed when you first open the table. This is because Devo hasn't been equipped with an internal parser for the data received.
In certain cases, the autoparser can be used to parse these data tables quickly and easily. For the autoparser to work optimally, the log events must:
- contain the same number of fields in the same order.
- use delimiters in the same pattern in every event.
If the log events you need to parse do not conform to these requirements, the autoparser may not be your best way forward. In those cases, contact customer support to request a custom parser for your my.app
data.
Note that the autoparser is not available in my.app
tables created by injecting data from another table, since these are already properly parsed.
How it works
The Autoparser uses an internal logic to analyze the content of up to 200 sample events in an unparsed my.app.*
table in order to identify:
- non-alphanumeric ASCII characters that might be field delimiters.
- units of data that follow a common and fixed syntax; i.e. IPv4 and IPv6 addresses, strings enclosed in quotation marks, floating-point decimal values, and more.
Based on this analysis, it recommends a selection of characters that are likely (and less likely) to be delimiters. Using the autoparser controls, you can select the delimiters that you need and deselect the rest. By testing the same delimiter pattern on different sample events, you can confirm that it will parse your data table as needed.
The Autoparser will only offer as delimiters those characters that appear in all the 200 logs analyzed. For example, in this series of logs...
- a, b, c, d
- x, y, z
- sampleLog
...the comma will not be offered as a delimiter since the third log does not include any.
Autoparsing a my.app data table
- Go to Data Search, and select the new
my.app.*
table using the finder. - Click the Column Operations icon in the toolbar and select AutoParser.
- Select or deselect the symbols identified as possible field Delimiters.
- Select the number of sample events you want to analyze in the No. of Samples dropdown menu. Include additional samples to test the same delimiter pattern on different sample events and confirm that it will parse your data table as needed.
Once satisfied that you have selected the correct pattern of delimiters, assign names and select the required data type for each column.
Select the Hide checkbox for any columns you do not want to include in the parsed table.
- Click Confirm settings.