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initial commit of the public version of the posthog plugin
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node_modules/ | ||
.idea | ||
yarn-error.log | ||
dist | ||
.yalc | ||
yalc.lock | ||
test.json |
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{ | ||
"trailingComma": "es5", | ||
"tabWidth": 4, | ||
"semi": false, | ||
"singleQuote": true, | ||
"printWidth": 120 | ||
} |
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MIT License | ||
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Copyright (c) 2021 PostHog Inc. | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. |
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# posthog-snowflake-import-plugin | ||
a Posthog plugin to import data from Snowflake into Posthog | ||
# Snowflake Import Plugin (BETA) | ||
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> Looking to contribute a transformation? See [Contributing a transformation](#contributing-a-transformation). | ||
Import data from a Snowflake table in the form of PostHog events. | ||
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## ⚠️ Important Notice | ||
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This plugin is still in Beta! **Use it at your own risk**. Feel free to check out [its code](https://github.com/brooklyn-data/posthog-snowflake-import-plugin/blob/main/index.ts) and [submit feedback](https://github.com/brooklyn-data/posthog-snowflake-import-plugin/issues/new?title=Plugin+Feedback). | ||
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## Installation Instructions | ||
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### 1. Select a Snowflake table to use for this plugin | ||
### 2. Create a user with sufficient priviledges to read data from your table | ||
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We need to create a new table to store events and execute `INSERT` queries. You can and should block us from doing anything else on any other tables. Giving us table creation permissions should be enough to ensure this: | ||
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```sql | ||
CREATE USER posthog WITH PASSWORD '123456yZ'; | ||
GRANT CREATE ON DATABASE your_database TO posthog; | ||
``` | ||
### 3. Add the connection details at the plugin configuration step in PostHog | ||
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### 4. Determine what transformation to apply to your data | ||
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This plugin receives the data from your table and transforms it to create a PostHog-compatible event. To do this, you must select a transformation to apply to your data. If none of the transformations below suit your use case, feel free to contribute one via a PR to this repo. | ||
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#### Contributing a transformation | ||
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If none of the transformations listed below suits your use case, you're more than welcome to contribute your own transformation! | ||
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To do so, just add your transformation to the [`transformations` object](https://github.com/brooklyn-data/posthog-snowflake-import-plugin/blob/fe6e63c63a01241c1a3ef308c590b248dc657d8c/index.ts#L261) in the `index.ts` file and list it in the `plugin.json` [choices list](https://github.com/brooklyn-data/posthog-snowflake-import-plugin/blob/fe6e63c63a01241c1a3ef308c590b248dc657d8c/plugin.json#L54) for the field `transformationName`. | ||
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A transformation entry looks like this: | ||
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```js | ||
'<transformation name here>': { | ||
author: '<your github username here>', | ||
transform: async (row, meta) => { | ||
/* | ||
Fill in your transformation here and | ||
make sure to return an event according to | ||
the TransformedPluginEvent interface: | ||
interface TransformedPluginEvent { | ||
event: string, | ||
properties?: PluginEvent['properties'] | ||
} | ||
*/ | ||
} | ||
} | ||
``` | ||
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Your GitHub username is important so that we only allow changes to transformations by the authors themselves. | ||
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Once you've submitted your PR, feel free to tag @yakkomajuri for review! | ||
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#### Available Transformations | ||
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##### default | ||
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The default transformation looks for the following columns in your table: `event`, `timestamp`, `distinct_id`, and `properties`, and maps them to the equivalent PostHog event fields of the same name. | ||
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**Code** | ||
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```js | ||
async function transform (row, _) { | ||
const { timestamp, distinct_id, event, properties } = row | ||
const eventToIngest = { | ||
event, | ||
properties: { | ||
timestamp, | ||
distinct_id, | ||
...JSON.parse(properties), | ||
source: 'snowflake_import', | ||
} | ||
} | ||
return eventToIngest | ||
} | ||
``` | ||
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##### JSON Map | ||
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This transformation asks the user for a JSON file containing a map between their columns and fields of a PostHog event. For example: | ||
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```json | ||
{ | ||
"event_name": "event", | ||
"some_row": "timestamp", | ||
"some_other_row": "distinct_id" | ||
} | ||
``` | ||
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**Code (Simplified\*)** | ||
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<small>*Simplified means error handling and type definitions were removed for the sake of brevity. See the full code in the [index.ts](/index.ts) file</small> | ||
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```js | ||
async function transform (row, { attachments }) { | ||
let rowToEventMap = JSON.parse(attachments.rowToEventMap.contents.toString()) | ||
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const eventToIngest = { | ||
event: '', | ||
properties: {} | ||
} | ||
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for (const [colName, colValue] of Object.entries(row)) { | ||
if (!rowToEventMap[colName]) { | ||
continue | ||
} | ||
if (rowToEventMap[colName] === 'event') { | ||
eventToIngest.event = colValue | ||
} else { | ||
eventToIngest.properties[rowToEventMap[colName]] = colValue | ||
} | ||
} | ||
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return eventToIngest | ||
} | ||
``` |
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