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puneethp
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RPPP
forked from Dean/RPPP

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  1. make_data:
    2. 

  2.   cmd: python3 make_dataset.py
    3. 

  3.   deps:
    4. 

  4.   - path: make_dataset.py
    5. 

  5.     md5: d700791fac216077c43596a5ea326f74
    6. 

  6.   outs:
    7. 

  7.   - path: remote://remote-wfs/rML-raw-data.csv
    8. 

  8.     md5: 15ae93ba7e913bcad890c2461048a9c9
    9. 

  9. eval:
    10. 

  10.   cmd: python3 src/evaluate.py
    11. 

  11.   deps:
    12. 

  12.   - path: data/processed/rML-test.csv
    13. 

  13.     md5: 629a4d0505914f5599bb94be702341b5
    14. 

  14.     size: 2862132
    15. 

  15.   - path: general_params.yml
    16. 

  16.     md5: fd72d874a18159ce4a7855eb23ce4165
    17. 

  17.     size: 44
    18. 

  18.   - path: model_params.yml
    19. 

  19.     md5: 4fd46c838ef321cb00b0032d0f182466
    20. 

  20.     size: 51
    21. 

  21.   - path: models/model.pkl
    22. 

  22.     md5: 98f38f3ef55a5cfe9a0fb27a1f6616ae
    23. 

  23.     size: 1127
    24. 

  24.   - path: src/evaluate.py
    25. 

  25.     md5: 5ae8f07d2b827e1064a4d959d10ff500
    26. 

  26.     size: 1643
    27. 

  27.   outs:
    28. 

  28.   - path: models/metrics/test.yaml
    29. 

  29.     md5: 85fa7115fb52ca48ffe9e8de88d3bee0
    30. 

  30.     size: 102
    31. 

  31. preprocessing:
    32. 

  32.   cmd: python3 src/preprocess.py
    33. 

  33.   deps:
    34. 

  34.   - path: data/raw/rML-raw-data.csv
    35. 

  35.     md5: ce3a47e51025812d0e5d2e5914feadb7
    36. 

  36.     size: 7361822
    37. 

  37.   - path: general_params.yml
    38. 

  38.     md5: fd72d874a18159ce4a7855eb23ce4165
    39. 

  39.     size: 44
    40. 

  40.   - path: src/preprocess.py
    41. 

  41.     md5: 6b1cf3af3a8e62805f8d81f9e1dcd559
    42. 

  42.     size: 2620
    43. 

  43.   outs:
    44. 

  44.   - path: data/processed/rML-test.csv
    45. 

  45.     md5: 629a4d0505914f5599bb94be702341b5
    46. 

  46.     size: 2862132
    47. 

  47.   - path: data/processed/rML-train.csv
    48. 

  48.     md5: 9b1f377458cc33aaa5b72a63fbb757fe
    49. 

  49.     size: 8087263
    50. 

  50. training:
    51. 

  51.   cmd: python3 src/training.py
    52. 

  52.   deps:
    53. 

  53.   - path: data/processed/rML-train.csv
    54. 

  54.     md5: 9b1f377458cc33aaa5b72a63fbb757fe
    55. 

  55.     size: 8087263
    56. 

  56.   - path: general_params.yml
    57. 

  57.     md5: fd72d874a18159ce4a7855eb23ce4165
    58. 

  58.     size: 44
    59. 

  59.   - path: src/model_def.py
    60. 

  60.     md5: f93783b7270ebd57d40f9f6c1b8e4188
    61. 

  61.     size: 2174
    62. 

  62.   - path: src/training.py
    63. 

  63.     md5: 388970c00f0c5eb6b27a9077a55584d0
    64. 

  64.     size: 871
    65. 

  65.   outs:
    66. 

  66.   - path: models/metrics/train.yaml
    67. 

  67.     md5: c4fb83687d866968d411df61c68b5d63
    68. 

  68.     size: 103
    69. 

  69.   - path: models/model.pkl
    70. 

  70.     md5: 98f38f3ef55a5cfe9a0fb27a1f6616ae
    71. 

  71.     size: 1127
    72. 

  72.   - path: params.yml
    73. 

  73.     md5: 2425d4cc306ef245b718ef1179191bf5
    74. 

  74.     size: 542
    75.
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Integrate Google Cloud Storage
Use Google Storage
Select bucket
Upload key
Finish

Use Google Cloud Storage!

Browsing data directories saved to Google Cloud Storage is possible with DAGsHub. Let's configure your repository to easily display your data in the context of any commit!

Specify your Google Storage bucket

Service Account Key

Congratulations!

RPPP is now integrated with Google Cloud Storage!

Delete Storage Key

Are you sure you want to delete this access key?

No
Yes
Integrate AWS S3
Use S3 remote
Select bucket
Access key
Finish

Use AWS S3 as storage!

Browsing data directories saved to S3 is possible with DAGsHub. Let's configure your repository to easily display your data in the context of any commit!

Specify your S3 bucket

Access key (If needed)

Congratulations!

RPPP is now integrated with AWS S3!

Delete Storage Key

Are you sure you want to delete this access key?

No
Yes
Integrate S3 compatible storage
Use S3 like remote
Select bucket
Access key
Finish

Use any S3 compatible storage!

Browsing data directories saved to S3 compatible storage is possible with DAGsHub. Let's configure your repository to easily display your data in the context of any commit!

Specify your S3 bucket

Access key (If needed)

Congratulations!

RPPP is now integrated with your S3 compatible storage!

Delete Storage Key

Are you sure you want to delete this access key?

No
Yes
Integrate Azure Cloud Storage
Use Azure Storage
Select bucket
Set key
Finish

Use Azure Cloud Storage!

Browsing data directories saved to Azure Cloud Storage is possible with DAGsHub. Let's configure your repository to easily display your data in the context of any commit!

Specify your Azure Storage bucket

Access key (If needed)

Congratulations!

RPPP is now integrated with Azure Cloud Storage!

Delete Storage Key

Are you sure you want to delete this access key?

No
Yes