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README.md

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This project provides a way to extract time series samples from Arduino cloud, publishing to a S3 destination bucket.
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Data are extracted at the given resolution via a scheduled Lambda function. Then samples are stored in CSV files and saved to S3.
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By default, data extraction is performed every hour, extracting samples aggregated at 5min resolution. Non numeric values like strings are sampled at the given resolution.
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## Architecture
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CSV produced has the following structure:
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```console
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timestamp,thing_id,thing_name,property_id,property_name,value
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2024-09-04T11:00:00Z,07846f3c-37ae-4722-a3f5-65d7b4449ad3,H7,137c02d0-b50f-47fb-a2eb-b6d23884ec51,m3,3.000
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2024-09-04T11:01:00Z,07846f3c-37ae-4722-a3f5-65d7b4449ad3,H7,137c02d0-b50f-47fb-a2eb-b6d23884ec51,m3,7.000
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2024-09-04T11:02:00Z,07846f3c-37ae-4722-a3f5-65d7b4449ad3,H7,137c02d0-b50f-47fb-a2eb-b6d23884ec51,m3,11.000
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2024-09-04T11:03:00Z,07846f3c-37ae-4722-a3f5-65d7b4449ad3,H7,137c02d0-b50f-47fb-a2eb-b6d23884ec51,m3,15.000
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timestamp,thing_id,thing_name,property_id,property_name,property_type,value
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2024-09-04T11:00:00Z,07846f3c-37ae-4722-a3f5-65d7b4449ad3,H7,137c02d0-b50f-47fb-a2eb-b6d23884ec51,m3,FLOAT,3
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2024-09-04T11:01:00Z,07846f3c-37ae-4722-a3f5-65d7b4449ad3,H7,137c02d0-b50f-47fb-a2eb-b6d23884ec51,m3,FLOAT,7
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2024-09-04T11:02:00Z,07846f3c-37ae-4722-a3f5-65d7b4449ad3,H7,137c02d0-b50f-47fb-a2eb-b6d23884ec51,m3,FLOAT,11
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2024-09-04T11:03:00Z,07846f3c-37ae-4722-a3f5-65d7b4449ad3,H7,137c02d0-b50f-47fb-a2eb-b6d23884ec51,m3,FLOAT,15
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```
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Files are organized in S3 bucket by date and files of the same day are grouped.
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```console
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foo@bar:~$ ./compile-lambda.sh
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arduino-s3-integration-lambda.zip archive created
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```
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```

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