|
| 1 | +############################################################################# |
| 2 | +# Imports |
| 3 | +############################################################################# |
| 4 | +from debiaiServer.config.init_config import get_config |
| 5 | +import debiaiServer.modules.dataProviders.dataProviderManager as data_provider_manager |
| 6 | +from debiaiServer.modules.dataProviders.DataProviderException import ( |
| 7 | + DataProviderException, |
| 8 | +) |
| 9 | +from debiaiServer.api.v1.debiai.utils import make_hash |
| 10 | + |
| 11 | + |
| 12 | +def format_data_provider_info(data_provider): |
| 13 | + data = { |
| 14 | + "id": data_provider.id, |
| 15 | + "status": True, |
| 16 | + "name": data_provider.name, |
| 17 | + "type": data_provider.type, |
| 18 | + "tags": [], |
| 19 | + "metadata": {}, |
| 20 | + "metrics": {}, |
| 21 | + } |
| 22 | + print("NAME ", data_provider.name) |
| 23 | + |
| 24 | + provider_info = data_provider.get_info() |
| 25 | + if "canDelete" in provider_info and provider_info["canDelete"]["models"]: |
| 26 | + data["tags"].append("canDeleteModels") |
| 27 | + if "canDelete" in provider_info and provider_info["canDelete"]["projects"]: |
| 28 | + data["tags"].append("canDeleteProject") |
| 29 | + if "canDelete" in provider_info and provider_info["canDelete"]["selections"]: |
| 30 | + data["tags"].append("canDeleteSelections") |
| 31 | + if "version" in provider_info: |
| 32 | + data["metadata"]["version"] = provider_info["version"] |
| 33 | + |
| 34 | + if "maxResultByRequest" in provider_info: |
| 35 | + data["metrics"]["maxResultByRequest"] = provider_info["maxResultByRequest"] |
| 36 | + if "maxSampleDataByRequest" in provider_info: |
| 37 | + data["metrics"]["maxSampleDataByRequest"] = provider_info[ |
| 38 | + "maxSampleDataByRequest" |
| 39 | + ] |
| 40 | + if "maxSampleIdByRequest" in provider_info: |
| 41 | + data["metrics"]["maxSampleIdByRequest"] = provider_info["maxSampleIdByRequest"] |
| 42 | + |
| 43 | + if data_provider.name != "Python module Data Provider": |
| 44 | + data["metadata"]["external_url"] = data_provider.url |
| 45 | + |
| 46 | + return data |
| 47 | + |
| 48 | + |
| 49 | +def get_data_provider_info(dataProviderId): |
| 50 | + |
| 51 | + # As Parquet not yet supported we force json_block: |
| 52 | + if dataProviderId == "json_block": |
| 53 | + dataProviderId = "Python module Data Provider" |
| 54 | + |
| 55 | + try: |
| 56 | + data_provider = data_provider_manager.get_single_data_provider(dataProviderId) |
| 57 | + data = format_data_provider_info(data_provider) |
| 58 | + |
| 59 | + return data, 200 |
| 60 | + except DataProviderException as e: |
| 61 | + return e.message, e.status_code |
| 62 | + |
| 63 | + |
| 64 | +def get_data_providers(prev_hash_content=None): |
| 65 | + data_provider_list = data_provider_manager.get_data_provider_list() |
| 66 | + providers_formatted = [] |
| 67 | + |
| 68 | + for data_provider in data_provider_list: |
| 69 | + try: |
| 70 | + data = format_data_provider_info(data_provider) |
| 71 | + except DataProviderException as e: |
| 72 | + data = { |
| 73 | + "id": data_provider.id, |
| 74 | + "status": False, |
| 75 | + "name": data_provider.name, |
| 76 | + "type": data_provider.type, |
| 77 | + "tags": [], |
| 78 | + "metadata": { |
| 79 | + "status_code": e.status_code, |
| 80 | + "message": e.message, |
| 81 | + }, |
| 82 | + "metrics": {}, |
| 83 | + } |
| 84 | + |
| 85 | + providers_formatted.append(data) |
| 86 | + |
| 87 | + new_hash = "data_" + str(make_hash(providers_formatted)) |
| 88 | + # We add a prefix to avoir empty string |
| 89 | + |
| 90 | + print( |
| 91 | + new_hash, |
| 92 | + " <=> ", |
| 93 | + prev_hash_content, |
| 94 | + type(new_hash), |
| 95 | + type(prev_hash_content), |
| 96 | + new_hash == prev_hash_content, |
| 97 | + ) |
| 98 | + if new_hash == prev_hash_content: |
| 99 | + return None, 304 |
| 100 | + else: |
| 101 | + providers_answer = { |
| 102 | + "dataproviders": providers_formatted, |
| 103 | + "hash_content": new_hash, |
| 104 | + } |
| 105 | + return providers_answer, 200 |
| 106 | + |
| 107 | + |
| 108 | +def delete_data_providers(dataProviderId): |
| 109 | + # Check if we are allowed to add data providers from the config file |
| 110 | + config = get_config() |
| 111 | + deletion_allowed = config["DATA_PROVIDERS_CONFIG"]["deletion"] |
| 112 | + if not deletion_allowed: |
| 113 | + return "Data provider deletion is not allowed", 403 |
| 114 | + |
| 115 | + # To remove when legacy API V0 removal |
| 116 | + if dataProviderId == "json_block": |
| 117 | + dataProviderId = "Python module Data Provider" |
| 118 | + |
| 119 | + # Delete data provider |
| 120 | + try: |
| 121 | + data_provider_manager.delete(dataProviderId) |
| 122 | + return None, 204 |
| 123 | + except DataProviderException as e: |
| 124 | + return e.message, e.status_code |
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