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Received: from pnap-us-west-generic-nat.apache.org (HELO spamd3-us-west.apache.org) (209.188.14.142) by apache.org (qpsmtpd/0.29) with ESMTP; Wed, 08 Nov 2017 19:18:35 +0000 Received: from localhost (localhost [127.0.0.1]) by spamd3-us-west.apache.org (ASF Mail Server at spamd3-us-west.apache.org) with ESMTP id B844A180782 for ; Wed, 8 Nov 2017 19:18:34 +0000 (UTC) X-Virus-Scanned: Debian amavisd-new at spamd3-us-west.apache.org X-Spam-Flag: NO X-Spam-Score: -3.722 X-Spam-Level: X-Spam-Status: No, score=-3.722 tagged_above=-999 required=6.31 tests=[KAM_ASCII_DIVIDERS=0.8, KAM_NUMSUBJECT=0.5, RCVD_IN_DNSWL_HI=-5, RCVD_IN_MSPIKE_H3=-0.01, RCVD_IN_MSPIKE_WL=-0.01, RP_MATCHES_RCVD=-0.001, SPF_PASS=-0.001] autolearn=disabled Received: from mx1-lw-us.apache.org ([10.40.0.8]) by localhost (spamd3-us-west.apache.org [10.40.0.10]) (amavisd-new, port 10024) with ESMTP id oW7F9_h3Y1UG for ; Wed, 8 Nov 2017 19:18:20 +0000 (UTC) Received: from mail.apache.org (hermes.apache.org [140.211.11.3]) by mx1-lw-us.apache.org (ASF Mail Server at mx1-lw-us.apache.org) with SMTP id DED1A5FBEE for ; Wed, 8 Nov 2017 19:18:17 +0000 (UTC) Received: (qmail 46517 invoked by uid 99); 8 Nov 2017 19:18:17 -0000 Received: from git1-us-west.apache.org (HELO git1-us-west.apache.org) (140.211.11.23) by apache.org (qpsmtpd/0.29) with ESMTP; Wed, 08 Nov 2017 19:18:17 +0000 Received: by git1-us-west.apache.org (ASF Mail Server at git1-us-west.apache.org, from userid 33) id 7A47BDFE15; Wed, 8 Nov 2017 19:18:15 +0000 (UTC) Content-Type: text/plain; charset="us-ascii" MIME-Version: 1.0 Content-Transfer-Encoding: 8bit From: git-site-role@apache.org To: commits@predictionio.incubator.apache.org Date: Wed, 08 Nov 2017 19:18:26 -0000 Message-Id: <786f0797da234e488be5c33ce760feb7@git.apache.org> In-Reply-To: <293f2cab518c4499a0568617c7b093bb@git.apache.org> References: <293f2cab518c4499a0568617c7b093bb@git.apache.org> X-Mailer: ASF-Git Admin Mailer Subject: [12/12] incubator-predictionio-site git commit: Documentation based on apache/incubator-predictionio#e1b211e8d90b21baa41a3b0f31bee8f953097315 archived-at: Wed, 08 Nov 2017 19:18:39 -0000 Documentation based on apache/incubator-predictionio#e1b211e8d90b21baa41a3b0f31bee8f953097315 Project: http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/repo Commit: http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/commit/1da18bd7 Tree: http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/tree/1da18bd7 Diff: http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/diff/1da18bd7 Branch: refs/heads/asf-site Commit: 1da18bd7e25c662a0f807aaaeef342a7096c966b Parents: eaa3a41 Author: jenkins Authored: Wed Nov 8 19:18:08 2017 +0000 Committer: jenkins Committed: Wed Nov 8 19:18:08 2017 +0000 ---------------------------------------------------------------------- 404/index.html | 2 +- 404/index.html.gz | Bin 4326 -> 4327 bytes algorithm/custom/index.html | 2 +- algorithm/custom/index.html.gz | Bin 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{"event":"buy","entityType":"user","entityId":"3","targetEntityType":"item","targetEntityId":"8","eventTime":"2014-11-21T01:04:14.741Z"} -

Please make sure your import file does not contain any empty lines. Empty lines will be treated as a null object and will return an error during import.

Use SDK to Prepare Batch Input File

Some of the Apache PredictionIO SDKs also provides FileExporter client. You may use them to prepare the JSON file as described above. The FileExporter creates event in the same way as EventClient except that the events are written to a JSON file instead of being sent to EventSever. The written JSON file can then be used by batch import.

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Please make sure your import file does not contain any empty lines. Empty lines will be treated as a null object and will return an error during import.

Use SDK to Prepare Batch Input File

Some of the Apache PredictionIO SDKs also provides FileExporter client. You may use them to prepare the JSON file as described above. The FileExporter creates event in the same way as EventClient except that the events are written to a JSON file instead of being sent to EventSever. The written JSON file can then be used by batch import.

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Import Events from Input File

Importing events from a file can be done easily using the command line interface. Assuming that pio be in your search path, your App ID be 123, and the input file my_events.json be in your current working directory:

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After a brief while, the tool should return to the console without any error. Congratulations! You have successfully imported your events.

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Now "myChannel" is created and ready for collecting data.

Collect data through Channel

The Event API support optional channel query parameter. This allows you to import and query events of the specified channel. When the channel parameter is not specified, the data is collected through the default channel.

URL: http://localhost:7070/events.json?accessKey=yourAccessKeyString&channel=yourChannelName

Query parameters:

Field Type Description
accessKey String The Access Key for your App
channel String The channel name (optional). Specify this to import data to this channel. NOTE: supported in PIO version >= 0.9.2 only. Channel must be created first.

For SDK usage, one EventClient should be responsible for collecting data of one specific channel. The channel name is specified when the EventClient object is instantiated.

For example, the following code import event to "YOUR_CHANNEL" of the corresponding App.

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Now "myChannel" is created and ready for collecting data.

Collect data through Channel

The Event API support optional channel query parameter. This allows you to import and query events of the specified channel. When the channel parameter is not specified, the data is collected through the default channel.

URL: http://localhost:7070/events.json?accessKey=yourAccessKeyString&channel=yourChannelName

Query parameters:

Field Type Description
accessKey String The Access Key for your App
channel String The channel name (optional). Specify this to import data to this channel. NOTE: supported in PIO version >= 0.9.2 only. Channel must be created first.

For SDK usage, one EventClient should be responsible for collecting data of one specific channel. The channel name is specified when the EventClient object is instantiated.

For example, the following code import event to "YOUR_CHANNEL" of the corresponding App.

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@@ -39,7 +39,7 @@
   },
   "eventTime" : "2004-12-13T21:39:45.618Z"
 }'
-
(TODO: update me)
1
+
(TODO: update me)
1
 2
 3
 4
@@ -80,7 +80,7 @@
     properties=event_properties,
     event_time=datetime(2014, 12, 13, 21, 38, 45, 618000, pytz.utc))
 
-
(TODO: update me)
1
(coming soon)
+
(TODO: update me)
1
(coming soon)
 

You can also follow the EventAPI debug receipts to query the events of specific channel by adding the channel query parameter in the URL.

Delete a Channel (including all imported data)

1
pio app channel-delete <app name> <channel name>
 

Delete the data-only of a Channel

1
pio app data-delete <app name> --channel <channel name>
 

Accessing Channel Data in Engine

To acccess channel data, simply specify the channel name when use the PEventStore or LEventStore API. Data is read from from the default channel if channelName is not specified.

For example, read data from default channel:

1
@@ -120,4 +120,4 @@
 e=d.getElementsByTagName(t)[0];s.async=1;s.src=u;e.parentNode.insertBefore(s,e);
 })(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st');
 
-_st('install','HaUfpXXV87xoB_zzCQ45');
\ No newline at end of file
+_st('install','HaUfpXXV87xoB_zzCQ45');
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/1da18bd7/datacollection/channel/index.html.gz
----------------------------------------------------------------------
diff --git a/datacollection/channel/index.html.gz b/datacollection/channel/index.html.gz
index e5794bb..67cf74d 100644
Binary files a/datacollection/channel/index.html.gz and b/datacollection/channel/index.html.gz differ

http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/1da18bd7/datacollection/eventapi/index.html
----------------------------------------------------------------------
diff --git a/datacollection/eventapi/index.html b/datacollection/eventapi/index.html
index 81576ab..5bd4d8a 100644
--- a/datacollection/eventapi/index.html
+++ b/datacollection/eventapi/index.html
@@ -22,7 +22,7 @@ Content-Length: 18
 [INFO] [App$]         Name: MyTestApp
 [INFO] [App$]           ID: 6
 [INFO] [App$]   Access Key: WPgcXKd42FPQpZHVbVeMyqF4CQJUnXQmIMTHhX3ZUrSzvy1KXJjdFUrslifa9rnB
-

Creating Your First Event

You may connect to the Event Server with HTTP request or by using one of many Apache PredictionIO SDKs.

For example, the following shows how one can create an event involving a single entity. Replace the value of accessKey by the Access Key generated for your App.

1
+

Creating Your First Event

You may connect to the Event Server with HTTP request or by using one of many Apache PredictionIO SDKs.

For example, the following shows how one can create an event involving a single entity. Replace the value of accessKey by the Access Key generated for your App.

1
 2
 3
 4
@@ -53,7 +53,7 @@ Content-Length: 18
   }
   "eventTime" : "2004-12-13T21:39:45.618-07:00"
 }'
-
1
+
1
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@@ -94,7 +94,7 @@ Content-Length: 18
                         'eventTime' => '2004-12-13T21:39:45.618-07:00'
                        ));
 ?>
-
1
+
1
 2
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@@ -137,7 +137,7 @@ Content-Length: 18
     properties=first_event_properties,
     event_time=first_event_time,
 )
-
1
+
1
 2
 3
 4
@@ -158,8 +158,8 @@ Content-Length: 18
                                             'prop4' => true,
                                             'prop5' => %w(a b c),
                                             'prop6' => 4.56 })
-
1
(coming soon)
-

For example, the following shows how one can create an event involving two entities (with targetEntity).

1
+
1
(coming soon)
+

For example, the following shows how one can create an event involving two entities (with targetEntity).

1
 2
 3
 4
@@ -186,7 +186,7 @@ Content-Length: 18
   },
   "eventTime" : "2004-12-13T21:39:45.618Z"
 }'
-
1
+
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@@ -221,7 +221,7 @@ Content-Length: 18
                         'eventTime' => '2004-12-13T21:39:45.618Z'
                        ));
 ?>
-
1
+
1
 2
 3
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@@ -246,7 +246,7 @@ Content-Length: 18
     target_entity_id="iid",
     properties=second_event_properties,
     event_time=datetime(2014, 12, 13, 21, 38, 45, 618000, pytz.utc))
-
1
+
1
 2
 3
 4
@@ -263,7 +263,7 @@ Content-Length: 18
                           'eventTime' => '2004-12-13T21:39:45.618Z',
                           'properties' => { 'someProperty' => 'value1',
                                             'anotherProperty' => 'value2' })
-
1
(coming soon)
+
1
(coming soon)
 

Sample response:

1
 2
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@@ -290,4 +290,4 @@ Content-Length: 41
 e=d.getElementsByTagName(t)[0];s.async=1;s.src=u;e.parentNode.insertBefore(s,e);
 })(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st');
 
-_st('install','HaUfpXXV87xoB_zzCQ45');
\ No newline at end of file
+_st('install','HaUfpXXV87xoB_zzCQ45');
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/1da18bd7/datacollection/eventapi/index.html.gz
----------------------------------------------------------------------
diff --git a/datacollection/eventapi/index.html.gz b/datacollection/eventapi/index.html.gz
index fcd7647..76ae503 100644
Binary files a/datacollection/eventapi/index.html.gz and b/datacollection/eventapi/index.html.gz differ

http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/1da18bd7/datacollection/eventmodel/index.html
----------------------------------------------------------------------
diff --git a/datacollection/eventmodel/index.html b/datacollection/eventmodel/index.html
index 05285b1..9eebb58 100644
--- a/datacollection/eventmodel/index.html
+++ b/datacollection/eventmodel/index.html
@@ -292,4 +292,4 @@ Content-Length: 41
 e=d.getElementsByTagName(t)[0];s.async=1;s.src=u;e.parentNode.insertBefore(s,e);
 })(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st');
 
-_st('install','HaUfpXXV87xoB_zzCQ45');
\ No newline at end of file
+_st('install','HaUfpXXV87xoB_zzCQ45');
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/1da18bd7/datacollection/eventmodel/index.html.gz
----------------------------------------------------------------------
diff --git a/datacollection/eventmodel/index.html.gz b/datacollection/eventmodel/index.html.gz
index 5c1df8b..73f100d 100644
Binary files a/datacollection/eventmodel/index.html.gz and b/datacollection/eventmodel/index.html.gz differ

http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/1da18bd7/datacollection/index.html
----------------------------------------------------------------------
diff --git a/datacollection/index.html b/datacollection/index.html
index 8e3072d..9b1ac2c 100644
--- a/datacollection/index.html
+++ b/datacollection/index.html
@@ -4,4 +4,4 @@
 e=d.getElementsByTagName(t)[0];s.async=1;s.src=u;e.parentNode.insertBefore(s,e);
 })(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st');
 
-_st('install','HaUfpXXV87xoB_zzCQ45');
\ No newline at end of file
+_st('install','HaUfpXXV87xoB_zzCQ45');
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/1da18bd7/datacollection/index.html.gz
----------------------------------------------------------------------
diff --git a/datacollection/index.html.gz b/datacollection/index.html.gz
index b5b1310..c9d8cb9 100644
Binary files a/datacollection/index.html.gz and b/datacollection/index.html.gz differ

http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/1da18bd7/datacollection/plugin/index.html
----------------------------------------------------------------------
diff --git a/datacollection/plugin/index.html b/datacollection/plugin/index.html
index bba147a..252df40 100644
--- a/datacollection/plugin/index.html
+++ b/datacollection/plugin/index.html
@@ -92,4 +92,4 @@
 e=d.getElementsByTagName(t)[0];s.async=1;s.src=u;e.parentNode.insertBefore(s,e);
 })(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st');
 
-_st('install','HaUfpXXV87xoB_zzCQ45');
\ No newline at end of file
+_st('install','HaUfpXXV87xoB_zzCQ45');
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/1da18bd7/datacollection/plugin/index.html.gz
----------------------------------------------------------------------
diff --git a/datacollection/plugin/index.html.gz b/datacollection/plugin/index.html.gz
index b2ef2b2..675c2fd 100644
Binary files a/datacollection/plugin/index.html.gz and b/datacollection/plugin/index.html.gz differ

http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/1da18bd7/datacollection/webhooks/index.html
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diff --git a/datacollection/webhooks/index.html b/datacollection/webhooks/index.html
index 7decb1e..81c79c3 100644
--- a/datacollection/webhooks/index.html
+++ b/datacollection/webhooks/index.html
@@ -3,4 +3,4 @@
 e=d.getElementsByTagName(t)[0];s.async=1;s.src=u;e.parentNode.insertBefore(s,e);
 })(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st');
 
-_st('install','HaUfpXXV87xoB_zzCQ45');
\ No newline at end of file
+_st('install','HaUfpXXV87xoB_zzCQ45');
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/1da18bd7/datacollection/webhooks/index.html.gz
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diff --git a/datacollection/webhooks/index.html.gz b/datacollection/webhooks/index.html.gz
index b4151ee..1102af1 100644
Binary files a/datacollection/webhooks/index.html.gz and b/datacollection/webhooks/index.html.gz differ

http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/1da18bd7/demo/community/index.html
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diff --git a/demo/community/index.html b/demo/community/index.html
index 13f9a23..15024b7 100644
--- a/demo/community/index.html
+++ b/demo/community/index.html
@@ -3,4 +3,4 @@
 e=d.getElementsByTagName(t)[0];s.async=1;s.src=u;e.parentNode.insertBefore(s,e);
 })(window,document,'script','//s.swiftypecdn.com/install/v1/st.js','_st');
 
-_st('install','HaUfpXXV87xoB_zzCQ45');
\ No newline at end of file
+_st('install','HaUfpXXV87xoB_zzCQ45');
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/incubator-predictionio-site/blob/1da18bd7/demo/community/index.html.gz
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diff --git a/demo/community/index.html.gz b/demo/community/index.html.gz
index beea592..42b10bc 100644
Binary files a/demo/community/index.html.gz and b/demo/community/index.html.gz differ