text stringlengths 0 3.99k | embedding listlengths 768 768 | metadata dict |
|---|---|---|
en charge. Avec un DataFrame, vous pouvez charger des données à partir du
stockage d’objets cloud et les analyser et les transformer dans votre cluster de
calcul sans affecter les données sous-jacentes dans le stockage d’objets cloud.
Pour en savoir plus, consultez Utiliser des DataFrames PySpark sur Azure
Databricks.
... | [
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data.
# The header option specifies that the first row of data should be used as
the DataFrame column names
# The inferschema option specifies that the column data types should be
inferred from the data in the file
flight_df = spark.read.format('csv').options(
header='true', inferschema='true').load("/mnt/flightd... | [
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Appuyez sur les touches Maj +Entrée pour exécuter le code de ce bloc.
Notez que le répertoire parquet apparaît dans la liste. Vous avez enregistré les données
de vol .csv au format parquet dans le répertoire parquet/flight dans la section
précédente. Pour répertorier les fichiers dans le répertoire parquet/flight, coll... | [
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"is_summary": false,
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"total_pages": 4337
} |
Vous pouvez ensuite commencer à interroger les données que vous avez chargées dans
votre compte de stockage. Entrez chacun des blocs de code suivants dans une nouvelle
cellule et appuyez sur MAJ + ENTRÉE pour exécuter le script Python.
Les DataFrames offrent un ensemble complet de fonctions (sélectionner des colonnes,
... | [
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The second parameter indicates that column lengths shouldn't be truncated
(default is 20 characters)
flight_df.show(25, False)
# You can also use the DataFrame to run simple queries. Results are returned
in a DataFrame.
# Show the first 25 rows of the results of a query that returns selected
columns for all flights ... | [
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Python
# create a temporary sql view for querying flight information
flight_data = spark.read.parquet('/mnt/flightdata/parquet/flights')
flight_data.createOrReplaceTempView('FlightTable')
# Print the total number of flights in Jan 2016 (the number of rows in the
flight data).
print("Number of flights in Jan 2016: ", f... | [
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List airlines by the highest percentage of delayed flights. A delayed
flight is one with a departure or arrival delay that is greater than 15
minutes
spark.sql("DROP VIEW IF EXISTS totalFlights")
spark.sql("DROP VIEW IF EXISTS delayedFlights")
spark.sql(
"CREATE TEMPORARY VIEW totalFlights AS SELECT Reporting_Ai... | [
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Dans ce tutoriel, vous allez :
Créé des ressources Azure, notamment un compte de stockage Azure Data Lake
Storage et un principal de service Azure AD, et attribué des autorisations pour
accéder au compte de stockage.
Vous avez créé un espace de travail et un notebook Azure Databricks.
Utilisé AzCopy pour charger des do... | [
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| Obtenir de l’aide sur Microsoft Q&A
dans le sélecteur de calcul situé en haut à droite de la barre d’outils du notebook,
sélectionnez Arrêter dans le menu, puis confirmez votre sélection. (Par défaut, le cluster
s’arrêtera automati... | [
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0.... | {
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} |
Tutoriel : Extraire, transformer et
charger des données avec Azure
HDInsight
Article • 18/11/2024
Dans ce tutoriel, vous effectuez une opération ETL : extraction, transformation et
chargement de données. Vous prenez un fichier de données CSV brut, vous l’importez
dans un cluster Azure HDInsight, le transformez avec Apa... | [
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0.0... | {
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Un client SSH (Secure Shell)
Pour plus d’informations, consultez Se connecter à HDInsight (Hadoop) à l’aide de
SSH.
Dans cette section, vous téléchargez des exemples de données de vol. Ensuite, vous
téléchargez ces données sur votre cluster HDInsight, puis copiez ces données sur votre
compte Data Lake Storage.
1. Téléc... | [
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0... | {
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"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
4. Utilisez la commande suivante pour décompresser le fichier .zip :
Bash
La commande extrait un fichier .csv.
5. Utilisez la commande suivante pour créer le conteneur Data Lake Storage.
Bash
Remplacez l’espace réservé <container-name> par le nom que vous souhaitez
donner à votre conteneur.
Remplacez la valeur d’espac... | [
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0.03... | {
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} |
Dans le cadre du travail Apache Hive, vous allez importer les données du fichier .csv
dans une table Apache Hive nommée delays.
1. À partir de l’invite SSH que vous avez déjà pour le cluster HDInsight, utilisez la
commande suivante pour créer et modifier un fichier nommé flightdelays.hql :
Bash
2. Modifiez le texte sui... | [
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0... | {
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"is_summary": false,
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"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
3. Enregistrez le fichier en appuyant sur Ctrl+X, puis tapez Y lorsque vous y êtes
invité.
4. Pour démarrer Hive et exécuter le fichier flightdelays.hql , utilisez la commande
suivante :
Bash
5. Dès l’exécution du script flightdelays.hql terminée, utilisez la commande
suivante pour ouvrir une session Beeline interact... | [
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} |
AS DestAirportID,
substring(DEST, 2, length(DEST) -1) AS DestAirportSeqID,
substring(DEST_CITY_NAME,2) AS DestCityName,
substring(DEST_STATE_ABR, 2, length(DEST_STATE_ABR) -1) AS
DestState,
DEP_DELAY_NEW AS DepDelay,
ARR_DELAY_NEW AS ArrDelay,
CARRIER_DELAY AS CarrierDelay,
WEATHER_D... | [
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0.03083... | {
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"is_summary": false,
"service_name": "Storage",
"source": "3909",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
6. Lorsque vous recevez l’invite jdbc:hive2://localhost:10001/> , utilisez la requête
suivante pour récupérer des données à partir des données relatives aux retards de
vol qui ont été importées :
HiveQL
Cette requête récupère la liste des villes qui ont enregistré des retards liés aux
conditions météo, ainsi que le tem... | [
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0.018... | {
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} |
Il existe de nombreuses façons de se connecter à la base de données SQL et de
créer une table. Les étapes suivantes utilisent FreeTDS
à partir du cluster
HDInsight.
5. Pour installer FreeTDS, utilisez la commande suivante à partir d’une connexion SSH
avec le cluster :
Bash
6. Une fois l’installation terminée, utilisez... | [
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0.00... | {
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"is_summary": false,
"service_name": "Storage",
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"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
7. À l’invite 1> , entrez les instructions suivantes:
HiveQL
8. Une fois l’instruction GO entrée, les instructions précédentes sont évaluées.
La requête crée une table nommée delays avec un index cluster.
9. Utilisez la requête suivante pour vérifier que la table est créée :
HiveQL
Le résultat ressemble au texte suiva... | [
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... | {
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} |
account-name>.dfs.core.windows.net/tutorials/flightdelays/output vers la table que
vous avez créée dans la base de données Azure SQL.
1. Utilisez la commande suivante pour vérifier que Sqoop peut voir votre base de
données SQL :
Bash
La commande retourne une liste de bases de données, dont la base de données
dans laqu... | [
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} |
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Vous devez voir une liste des données dans la table. La table inclut le nom de la
ville et le retard de vol moyen pour la ville en question.
5. Entrez exit pour quitter l’utilitaire tsql.
Toutes... | [
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0... | {
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} |
Tutoriel : Implémenter le modèle de
capture de lac de données pour mettre
à jour une table Delta Databricks
Article • 26/11/2024
Ce tutoriel vous montre comment gérer des événements dans un compte de stockage
doté d’un espace de noms hiérarchique.
Vous allez créer une petite solution qui permet à un utilisateur de remp... | [
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0.... | {
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"total_pages": 4337
} |
secrète client dans un fichier texte. Vous en aurez besoin
bientôt.
Créer un abonnement Event Grid qui appelle une fonction Azure
＂
Créer une fonction Azure qui reçoit une notification d’un événement, puis exécute
le travail dans Azure Databricks
＂
Créer un travail Databricks qui insère une commande client dans une tab... | [
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0... | {
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} |
Si vous n’avez pas d’abonnement Azure, créez un compte gratuit
avant de
commencer.
Tout d’abord, créez un fichier CSV qui décrit une commande client, puis chargez ce
fichier dans le compte de stockage. Vous utiliserez les données de ce fichier
ultérieurement pour remplir la première ligne de la table Databricks Delta.... | [
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} |
Créer un espace de travail Azure Databricks.
Créez un bloc-notes.
Créer et remplir une table Databricks Delta
Ajouter du code qui insère des lignes dans la table Databricks Delta
Créer un travail
Dans cette section, vous créez un espace de travail Azure Databricks en utilisant le
portail Azure.
1. Créer un espace de tr... | [
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Ce code crée un widget nommé source_file. Vous créerez plus tard une fonction
Azure qui appelle ce code et transmet un chemin de fichier à ce widget. Ce code
authentifie également votre principal de service auprès du compte de stockage et
crée des variables que vous allez utiliser dans d’autres cellules.
2. Appuyez sur... | [
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0.0... | {
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} |
Ce code crée la table Databricks Delta dans votre compte de stockage, puis charge
des données initiales à partir du fichier CSV que vous avez chargé précédemment.
4. Une fois ce bloc de code correctement exécuté, supprimez-le de votre notebook.
1. Copiez le bloc de code suivant et collez-le dans une autre cellule, mais... | [
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} |
Créez un travail qui exécute le notebook que vous avez créé précédemment. Vous
créerez plus tard une fonction Azure qui exécute ce travail quand un événement est
déclenché.
1. Sélectionnez Nouveau->Travail.
2. Donnez un nom au travail, choisissez le notebook que vous avez créé et le cluster.
Sélectionnez ensuite Créer ... | [
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5. Sélectionnez le bouton Générer un nouveau jeton, puis le bouton Générer.
Veillez à conserver une copie du jeton en lieu sûr. Votre fonction Azure a besoin de
ce jeton pour s’authentifier auprès de Databricks et ainsi pouvoir exécuter la tâche.
6. Dans le menu du portail Azure ou dans la page Accueil, sélectionnez Cr... | [
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11. Dans la page Paramètres de l’application, cliquez sur le bouton Nouveau
paramètre d’application pour ajouter chaque paramètre.
Ajoutez les paramètres suivants :
Nom du
paramètre
Valeur
DBX_INSTANCE
La région de votre espace de travail Databricks. Par exemple :
westus2.azuredatabricks.net
DBX_PAT
Le jeton d’accès pe... | [
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-... | {
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"is_summary": false,
"service_name": "Storage",
"source": "3922",
"source_file": "azure-storage-blobs.pdf",
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} |
C#
#r "Azure.Messaging.EventGrid"
#r "System.Memory.Data"
#r "Newtonsoft.Json"
#r "System.Text.Json"
using Azure.Messaging.EventGrid;
using Azure.Messaging.EventGrid.SystemEvents;
using Newtonsoft.Json;
using Newtonsoft.Json.Linq;
private static HttpClient httpClient = new HttpClient();
public stati... | [
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"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
Ce code analyse les informations sur l’événement de stockage qui a été déclenché, puis
crée un message de requête avec l’URL du fichier qui a déclenché l’événement. La
fonction transfère une valeur au widget source_file que vous avez créé précédemment
dans le message. Le code de fonction envoie le message au travail Da... | [
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0... | {
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} |
Paramètre
Valeur
Filtrer les types d’événements
Blob créé et blob supprimé
4. Cliquez sur le bouton Créer.
1. Créez un fichier nommé customer-order.csv , collez les informations suivantes dans
ce fichier, puis enregistrez-le sur votre ordinateur local.
2. Dans l’Explorateur Stockage, chargez ce fichier dans le dossier ... | [
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"is_summary": false,
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"source": "3925",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
5. Pour mettre à jour cet enregistrement, créez un fichier nommé customer-order-
update.csv , collez les informations suivantes dans ce fichier, puis enregistrez-le sur
votre ordinateur local.
Ce fichier csv est quasiment identique au précédent, sauf que la quantité de la
commande est passée de 228 à 22 .
6. Dans l’Ex... | [
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} |
Commentaires
Cette page a-t-elle été utile ?
Indiquer des commentaires sur le produit
| Obtenir de l’aide sur Microsoft Q&A
Lorsque vous n’en avez plus besoin, supprimez le groupe de ressources et toutes les
ressources associées. Pour ce faire, sélectionnez le groupe de ressources du compte de
stockage, puis sélection... | [
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} |
Didacticiels sur l’utilisation des services
Azure avec Azure Data Lake Storage
Article • 18/11/2024
Cet article contient des liens vers des didacticiels qui montrent comment utiliser
différents services Azure avec Data Lake Storage.
Service Azure
Guide pas à pas
Azure Synapse Analytics
Bien démarrer avec Azure Synapse ... | [
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Commentaires
Cette page a-t-elle été utile ?
Indiquer des commentaires sur le produit
| Obtenir de l’aide sur Microsoft Q&A
Meilleures pratiques relatives à l’utilisation de Data Lake Storage
７ Notes
Ce tableau n’est pas une liste exhaustive des services Azure qui prennent en charge
Data Lake Storage. Pour voir la lis... | [
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API REST d’Azure Blob Storage
Article • 27/06/2023
Stockage Blob Azure stocke des données texte et binaires sous forme d’objets dans le
cloud. Stockage Blob offre les ressources suivantes : le compte de stockage, les
conteneurs et les objets blob. Dans votre compte de stockage, les conteneurs
fournissent une façon d'or... | [
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ainsi que la version du service
par défaut.
Obtenir les
propriétés du
stockage Blob
Compte
Obtient les propriétés Stockage Blob, y compris les paramètres de
journalisation et de métriques, ainsi que la version du service par
défaut.
Demande
d’objet blob
en pré-vol
Compte
Interroge les règles CORS (Cross-Origin Resource... | [
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0.... | {
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} |
Opération
Type de
ressource
Description
Obtenir les
statistiques
du stockage
d’objets blob
Compte
Récupère les statistiques relatives à la réplication pour le stockage
Blob. Cette opération est uniquement disponible sur le point de
terminaison d'emplacement secondaire lorsque la réplication
géographique redondante avec... | [
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la stratégie d'accès publique et toutes les stratégies
d'accès stockées pour le conteneur.
Set Container
ACL
Conteneur
Définit la stratégie d'accès publique et toutes les stratégies d'accès
stockées pour le conteneur.
Lease
Container
Conteneur
Établit et gère un verrou sur un conteneur pour les opérations de
suppressio... | [
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"source": "3931",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
Opération
Type de
ressource
Description
Get Blob
Objets blob
de blocs,
d’ajouts et
de pages
Lit ou télécharge un objet blob à partir de Stockage Blob, y
compris ses métadonnées définies par l’utilisateur et ses
propriétés système.
Get Blob
Properties
Objets blob
de blocs,
d’ajouts et
de pages
Renvoie toutes les proprié... | [
-0.026487557217478752,
-0.047524672001600266,
-0.01930968463420868,
0.036250583827495575,
0.0855744481086731,
0.03655316308140755,
-0.02811986207962036,
0.03985060006380081,
-0.05128946900367737,
-0.046371690928936005,
-0.04264020919799805,
-0.06260044872760773,
-0.08150554448366165,
0.021... | {
"azure_component": "storage",
"chunk_index": 5395,
"contains_sku": false,
"document_title": "Azure Storage Blobs",
"file_path": "./azure_docs\\azure-storage-blobs.pdf",
"is_summary": false,
"service_name": "Storage",
"source": "3932",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
Opération
Type de
ressource
Description
Delete Blob
Objets blob
de blocs,
d’ajouts et
de pages
Marque un objet blob pour suppression.
Annuler la
suppression
d’un objet
blob
Objets blob
de blocs,
d’ajouts et
de pages
Restaure le contenu et les métadonnées d’un objet blob supprimé
de manière réversible ou tous les instan... | [
-0.037086792290210724,
-0.03363138064742088,
-0.034181106835603714,
0.01742166094481945,
0.07836902141571045,
0.024271130561828613,
-0.004395447205752134,
0.028950219973921776,
-0.0682874247431755,
-0.053820088505744934,
-0.04726826399564743,
-0.06799748539924622,
-0.09684710204601288,
0.0... | {
"azure_component": "storage",
"chunk_index": 5396,
"contains_sku": false,
"document_title": "Azure Storage Blobs",
"file_path": "./azure_docs\\azure-storage-blobs.pdf",
"is_summary": false,
"service_name": "Storage",
"source": "3933",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
objet blob
de blocs où le contenu est lu à partir d’une URL.
Put Block List
Objets blob
de blocs
uniquement
Valide un objet blob en spécifiant le jeu d’ID de bloc composant
cet objet blob de blocs.
Get Block List
Objets blob
de blocs
uniquement
Récupère la liste de blocs qui ont été téléchargés dans le cadre
d'un objet... | [
0.01151513122022152,
-0.035161446779966354,
-0.05008334666490555,
0.03196510300040245,
0.07904631644487381,
-0.014813153073191643,
-0.00976165384054184,
0.0014271175023168325,
-0.04659923166036606,
-0.06160975620150566,
-0.053119298070669174,
-0.08573855459690094,
-0.08363058418035507,
-0.... | {
"azure_component": "storage",
"chunk_index": 5397,
"contains_sku": false,
"document_title": "Azure Storage Blobs",
"file_path": "./azure_docs\\azure-storage-blobs.pdf",
"is_summary": false,
"service_name": "Storage",
"source": "3933",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
Opération
Type de
ressource
Description
Contenu de
l’objet blob
de requête
Objets blob
de blocs
uniquement
Applique une instruction langage SQL simple (SQL) sur le contenu
d’un objet blob et retourne uniquement le sous-ensemble
interrogé des données.
Set Blob Tier
Objets blob
de blocs et
de pages
Définit le niveau d’un... | [
-0.035064827650785446,
-0.04767273738980293,
-0.034008536487817764,
0.033018965274095535,
0.062002938240766525,
0.03473483398556709,
-0.005678209010511637,
0.024570656940340996,
-0.056269362568855286,
-0.06604146212339401,
-0.04724491760134697,
-0.08537120372056961,
-0.09321610629558563,
0... | {
"azure_component": "storage",
"chunk_index": 5398,
"contains_sku": false,
"document_title": "Azure Storage Blobs",
"file_path": "./azure_docs\\azure-storage-blobs.pdf",
"is_summary": false,
"service_name": "Storage",
"source": "3934",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
Azure Storage client libraries for .NET
17/07/2025
The Azure Storage client libraries for .NET offer a convenient interface for making calls to Azure
Storage. For more information about Azure Storage, see Introduction to Azure Storage.
The latest version of the Azure Storage client library for data access is version 12... | [
-0.0018979700980708003,
-0.06453285366296768,
-0.01651117019355297,
-0.003705840092152357,
0.06829962134361267,
0.016435880213975906,
-0.005713151302188635,
0.022326616570353508,
-0.04988614469766617,
-0.08700770139694214,
-0.0017163223819807172,
-0.05847292020916939,
-0.06838931143283844,
... | {
"azure_component": "storage",
"chunk_index": 5399,
"contains_sku": false,
"document_title": "Azure Storage Blobs",
"file_path": "./azure_docs\\azure-storage-blobs.pdf",
"is_summary": true,
"service_name": "Storage",
"source": "3935",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
Library
Reference
Package
Source
Microsoft.Azure.Storage.Blob
Reference
NuGet
GitHub
Microsoft.Azure.Storage.Common
NuGet
GitHub
Microsoft.Azure.Storage.File
Reference
NuGet
GitHub
Microsoft.Azure.Storage.Queue
Reference
NuGet
GitHub
The latest version of the Azure Storage client library for resource management is vers... | [
-0.005222458392381668,
-0.05150723457336426,
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-0.0015185736119747162,
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0.02046583592891693,
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0.04380200058221817,
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-0.06767480075359344,
0.... | {
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"is_summary": false,
"service_name": "Storage",
"source": "3936",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
A bug was found in BlobClient.UpdateClientSideEncryptionKey that might affect customers
who are using an unauthenticated symmetric encryption algorithm for key wrapping. If a
customer using an impacted version of Azure.Storage.Blobs attempts to rotate an
unauthenticated symmetric encryption key using BlobClient.Update... | [
-0.03194805979728699,
-0.06812059134244919,
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0.010846947319805622,
0.031584128737449646,
-0.012461834587156773,
0.03342248871922493,
0.027015890926122665,
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-0.07357249408960342,
... | {
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"file_path": "./azure_docs\\azure-storage-blobs.pdf",
"is_summary": false,
"service_name": "Storage",
"source": "3937",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
In rare scenarios, applications that have upgraded to the latest beta or generally available
version of the SDK can receive an InvalidHeaderValue error message. This issue can occur
when using any of the Storage libraries. The error message looks similar to the following
sample:
Console
If you've upgraded to the lates... | [
-0.0057208663783967495,
-0.012806901708245277,
-0.023409361019730568,
0.02001322992146015,
0.04341776669025421,
-0.01673865132033825,
0.0361902229487896,
0.0015255121979862452,
-0.0044504073448479176,
-0.096687451004982,
-0.04064439237117767,
-0.06536372005939484,
-0.07683065533638,
0.0489... | {
"azure_component": "storage",
"chunk_index": 5402,
"contains_sku": false,
"document_title": "Azure Storage Blobs",
"file_path": "./azure_docs\\azure-storage-blobs.pdf",
"is_summary": false,
"service_name": "Storage",
"source": "3938",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
Upgrade client library version according to the table above.
Continue to keep your client library versions up to date to ensure that you have the latest
bug fixes and performance improvements.
Recommended steps | [
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0.031325411051511765,
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0.06745070219039917,
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0.03594737872481346,
0.024186749011278152,
-0.07300204783678055,
-0.06827423721551895,
0.008888386189937592,
0.02544535882771015,
-0.07322200387716293,
0.03... | {
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"file_path": "./azure_docs\\azure-storage-blobs.pdf",
"is_summary": false,
"service_name": "Storage",
"source": "3939",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
Azure Storage libraries for Java
08/07/2025
The Azure Storage libraries for Java provide classes for working with data in your your Azure
storage account, and with the storage account itself. For more information about Azure
Storage, see Introduction to Azure Storage.
The Azure Storage client library for Java supports ... | [
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0.0473104752600193,
0.00321893859654665,
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-0.03882582485675812,
-0.062016811221838,
0.03... | {
"azure_component": "storage",
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"contains_sku": true,
"document_title": "Azure Storage Blobs",
"file_path": "./azure_docs\\azure-storage-blobs.pdf",
"is_summary": true,
"service_name": "Storage",
"source": "3940",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
The following example creates a storage container and uploads a local file to the storage
container.
Java
For more examples, review the Client Library README
.
The following table describes the recommended versions of the storage client library for Java.
Library
version
Supported services
Maven
Reference /
Javadoc
Sour... | [
-0.016030985862016678,
-0.03728405013680458,
-0.05860832333564758,
0.0426938533782959,
0.0794513151049614,
0.01569368503987789,
0.02964426949620247,
0.029507841914892197,
-0.026814840734004974,
-0.060153357684612274,
-0.0014583808369934559,
-0.072469063103199,
-0.07485412061214447,
0.03303... | {
"azure_component": "storage",
"chunk_index": 5405,
"contains_sku": false,
"document_title": "Azure Storage Blobs",
"file_path": "./azure_docs\\azure-storage-blobs.pdf",
"is_summary": false,
"service_name": "Storage",
"source": "3941",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
Use the Azure Storage resource provider to manage storage accounts, account keys, access
tiers, and more. To use the resource provider library, add a dependency
to your Maven
pom.xml file. The latest version of the resource provider library is available on Maven
.
For more information about the resource provider libr... | [
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0.009475807659327984,
0.06507538259029388,
0.009024055674672127,
0.029818672686815262,
-0.014377915300428867,
-0.04552881792187691,
-0.06791412830352783,
-0.010318959131836891,
-0.028766443952918053,
-0.030353447422385216,
... | {
"azure_component": "storage",
"chunk_index": 5406,
"contains_sku": true,
"document_title": "Azure Storage Blobs",
"file_path": "./azure_docs\\azure-storage-blobs.pdf",
"is_summary": true,
"service_name": "Storage",
"source": "3942",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
1. Buffer overwrite issue with BlobOutputStream
2. Invalid data uploaded during retries
3. Upload incorrectly returning as successful when IOException occurs
4. Incorrect data being downloaded with downloadToFile
5. Overwrite parameter not honored while uploading large file, resulting in incorrect
overwrite
6. Overwrit... | [
-0.04103349149227142,
-0.04868827760219574,
-0.03691035509109497,
0.035168975591659546,
0.07580004632472992,
0.0002932814822997898,
0.010853462852537632,
0.050660211592912674,
-0.019437288865447044,
-0.07585450261831284,
-0.014695449732244015,
-0.07468876242637634,
-0.09882943332195282,
0.... | {
"azure_component": "storage",
"chunk_index": 5407,
"contains_sku": false,
"document_title": "Azure Storage Blobs",
"file_path": "./azure_docs\\azure-storage-blobs.pdf",
"is_summary": false,
"service_name": "Storage",
"source": "3943",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
Client library
Versions
impacted
Minimum safe
version
Recommended action
Azure Storage
Blob
12.0 to 12.10.0
12.10.1
Update to latest version or minimum
12.22.1
1. Update client library versions according to the table above.
2. Check if your application code is calling BlockBlobClient.getBlobOutputStream() . If you
find... | [
-0.011018272489309311,
-0.06625177711248398,
0.005232533905655146,
-0.0001668643526500091,
0.07940450310707092,
0.011734825558960438,
0.015652161091566086,
0.04077965393662453,
-0.0299536045640707,
-0.059081245213747025,
-0.015435140579938889,
-0.04542599245905876,
-0.07233966141939163,
0.... | {
"azure_component": "storage",
"chunk_index": 5408,
"contains_sku": false,
"document_title": "Azure Storage Blobs",
"file_path": "./azure_docs\\azure-storage-blobs.pdf",
"is_summary": false,
"service_name": "Storage",
"source": "3944",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
Client library
Versions
impacted
Minimum safe
version
Recommended action
Azure Storage
Blob
12.0 to 12.6.1
12.7.0
Update to latest version or minimum
12.22.1
Azure File Data
Lake
12.0 to 12.1.2
12.2.0
Update to latest version or minimum
12.8.0
Azure File Share
12.0 to 12.4.1
12.5.0
Update to latest version or minimum
1... | [
-0.0067617036402225494,
-0.04151914641261101,
-0.0006958508747629821,
0.02591373212635517,
0.07522983849048615,
0.009350352920591831,
0.013913748785853386,
0.04892295226454735,
-0.05642930418252945,
-0.05728081986308098,
0.0005834661424160004,
-0.05677378922700882,
-0.08753494173288345,
0.... | {
"azure_component": "storage",
"chunk_index": 5409,
"contains_sku": false,
"document_title": "Azure Storage Blobs",
"file_path": "./azure_docs\\azure-storage-blobs.pdf",
"is_summary": false,
"service_name": "Storage",
"source": "3945",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
Client library
Versions
impacted
Minimum safe
version
Recommended action
Azure Storage
Blob
12.0 to 12.4.0
12.5.0
Update to latest version or minimum
12.22.1
Update client library versions according to the table above.
Back to list of known issues
Asynchronous buffer writing has a race condition where the buffer betwee... | [
-0.02636587992310524,
-0.041757553815841675,
0.00010727538756327704,
0.011546934954822063,
0.05996882542967796,
0.0017240962479263544,
-0.002470545005053282,
0.05167340859770775,
-0.05962657183408737,
-0.07095099240541458,
0.003268981585279107,
-0.05596064031124115,
-0.07210754603147507,
0... | {
"azure_component": "storage",
"chunk_index": 5410,
"contains_sku": false,
"document_title": "Azure Storage Blobs",
"file_path": "./azure_docs\\azure-storage-blobs.pdf",
"is_summary": false,
"service_name": "Storage",
"source": "3946",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
The overwrite flag isn't being honored in cases where there's another parallel upload job in
progress. This results in not overwriting an object in Storage when intended.
Client library
Versions
impacted
Minimum safe
version
Recommended action
Azure Storage
Blob
12.0
12.1.0
Update to latest version or minimum
12.22.1
U... | [
-0.026966949924826622,
-0.058173421770334244,
0.0058082155883312225,
0.04259223863482475,
0.06596426665782928,
-0.012078925035893917,
0.025075607001781464,
0.051037006080150604,
-0.044422101229429245,
-0.0655469074845314,
0.0004308581701479852,
-0.07497509568929672,
-0.08624900877475739,
0... | {
"azure_component": "storage",
"chunk_index": 5411,
"contains_sku": false,
"document_title": "Azure Storage Blobs",
"file_path": "./azure_docs\\azure-storage-blobs.pdf",
"is_summary": false,
"service_name": "Storage",
"source": "3947",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
Update client library versions according to the table above.
Back to list of known issues
Queue message contents are erased in error when only the visibility timeout was set or
updated.
Client library
Versions
impacted
Minimum safe
version
Recommended action
Azure Storage
Queue
12.0 to 12.6.0
12.7.0
Update to latest ve... | [
-0.03363898769021034,
-0.02327084355056286,
-0.020542073994874954,
0.01860618405044079,
0.06137236952781677,
-0.009961470030248165,
0.06118853762745857,
0.025722919031977654,
-0.058811649680137634,
-0.06103132665157318,
-0.022505028173327446,
-0.02925085835158825,
-0.06949976086616516,
0.0... | {
"azure_component": "storage",
"chunk_index": 5412,
"contains_sku": true,
"document_title": "Azure Storage Blobs",
"file_path": "./azure_docs\\azure-storage-blobs.pdf",
"is_summary": false,
"service_name": "Storage",
"source": "3948",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
Client library
Versions
impacted
Minimum safe
version
Recommended action
Azure Blob Storage
Cryptography
12.0 to 12.16.1
12.17.0
Update to latest version
Update client library versions according to the table above. Please read Azure Storage updating
client-side encryption in SDK to address security vulnerability
for r... | [
-0.03216821700334549,
-0.04538004472851753,
-0.010836971923708916,
0.001018801354803145,
0.06292497366666794,
-0.0261074248701334,
0.042224422097206116,
0.015337050892412663,
-0.049878109246492386,
-0.07162420451641083,
-0.010436342097818851,
-0.07276996225118637,
-0.037013739347457886,
0.... | {
"azure_component": "storage",
"chunk_index": 5413,
"contains_sku": false,
"document_title": "Azure Storage Blobs",
"file_path": "./azure_docs\\azure-storage-blobs.pdf",
"is_summary": false,
"service_name": "Storage",
"source": "3949",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
Back to list of known issues
In rare scenarios, applications that have upgraded to the latest beta or generally available
version of the SDK can receive an InvalidHeaderValue error message. This issue can occur
when using any of the Storage libraries. The error message looks similar to the following
sample:
Console
If... | [
-0.02793022058904171,
-0.03436480090022087,
-0.012639272958040237,
0.04030867666006088,
0.05075400695204735,
-0.005229756236076355,
0.034271374344825745,
0.0036155476700514555,
0.004197252914309502,
-0.09734653681516647,
-0.018956612795591354,
-0.05765382573008537,
-0.09672988951206207,
0.... | {
"azure_component": "storage",
"chunk_index": 5414,
"contains_sku": false,
"document_title": "Azure Storage Blobs",
"file_path": "./azure_docs\\azure-storage-blobs.pdf",
"is_summary": false,
"service_name": "Storage",
"source": "3950",
"source_file": "azure-storage-blobs.pdf",
"total_pages": 4337
} |
Client library
Versions impacted
Minimum safe
version
Recommended action
Azure Storage
Blob
12.20.0-beta.1 to
12.29.0-beta.1
12.29.0
Update to latest version or minimum
12.29.0
Update client library versions according to the table above.
Back to list of known issues
In the azure-storage-file-share package, the ShareFil... | [
-0.010781912133097649,
-0.06380058825016022,
0.008221601136028767,
0.014585010707378387,
0.0701930820941925,
-0.01811261847615242,
0.014761030673980713,
0.02501860447227955,
-0.045847970992326736,
-0.07111058384180069,
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} |
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Bibliothèques de stockage Azure pour
Python
Article • 03/07/2019
Lire et écrire des objets et des fichiers à partir du Stockage Blob Azure
Envoyer et recevoir des messages entre des applications connectées par le cloud avec le
stockage de files d’attente Azure
Lire et écrire des données structurées volumineuses avec le... | [
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Prise en main du stockage Blob
Azure dans Python
Créer, lire, mettre à jour, limiter l’accès et supprimer des fichiers et
des objets dans le stockage Azure.
Prise en main du stockage de file
d’attente Azure dans Python
Insérez, Affichez un aperçu, récupérez et supprimez des messages
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Bibliothèque de stockage Azure pour
JavaScript
17/07/2025
Stockage Azure est un service géré par Microsoft qui fournit un stockage cloud hautement
disponible, sécurisé, durable, évolutif et redondant. Les bibliothèques suivantes dans JavaScript
facilitent l’utilisation du service Stockage Azure.
Service
Package NPM
Exe... | [
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} |
et examinez les exemples des liens fournis dans le tableau ci-dessus.
En savoir plus sur les packages clients ici - Bibliothèques clientes stockage Azure pour
JavaScript
.
Trouver d’autres guides de prise en main dans les exemples de code Parcourir
Installer le module npm de gestion du stockage Azure
Bash
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Si vous avez mis à niveau vers la dernière version bêta ou la version généralement disponible
du SDK et que vous rencontrez cette erreur, il est recommandé de revenir à la version
généralement disponible précédente du SDK pour voir si le problème se résout. Si le problème
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Référence sur l'API REST du fournisseur
de ressources d'Azure Storage
Article • 11/07/2023
Le fournisseur de ressources de stockage (SRP) vous permet de gérer votre compte de
stockage et les ressources associées par programme.
Le fournisseur de ressources de stockage nécessite que toutes les demandes soient
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Microsoft Azure Storage management
client library for .NET
03/07/2025
Microsoft Azure Storage is a Microsoft-managed service providing cloud storage that is highly
available, secure, durable, scalable, and redundant.
This library supports managing Microsoft Azure Storage resources, including the creation of
new storage... | [
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Through the Azure CLI Sign in.
Via Visual Studio.
Setting Environment Variables
.
More information and different authentication approaches using Microsoft Azure Identity can
be found in this document.
The default option to create an authenticated client is to use DefaultAzureCredential . Since all
management APIs go th... | [
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If you find a bug or have a suggestion, file an issue via GitHub issues
, and make sure
you add the "Preview" label to the issue.
If you need help, check previous questions
or ask new ones on StackOverflow using
Azure and .NET tags.
If having trouble with authentication, go to DefaultAzureCredential documentation.
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Bibliothèques de stockage Azure pour
Python
Article • 03/07/2019
Lire et écrire des objets et des fichiers à partir du Stockage Blob Azure
Envoyer et recevoir des messages entre des applications connectées par le cloud avec le
stockage de files d’attente Azure
Lire et écrire des données structurées volumineuses avec le... | [
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Prise en main du stockage Blob
Azure dans Python
Créer, lire, mettre à jour, limiter l’accès et supprimer des fichiers et
des objets dans le stockage Azure.
Prise en main du stockage de file
d’attente Azure dans Python
Insérez, Affichez un aperçu, récupérez et supprimez des messages
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Bibliothèque de stockage Azure pour
JavaScript
17/07/2025
Stockage Azure est un service géré par Microsoft qui fournit un stockage cloud hautement
disponible, sécurisé, durable, évolutif et redondant. Les bibliothèques suivantes dans JavaScript
facilitent l’utilisation du service Stockage Azure.
Service
Package NPM
Exe... | [
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} |
et examinez les exemples des liens fournis dans le tableau ci-dessus.
En savoir plus sur les packages clients ici - Bibliothèques clientes stockage Azure pour
JavaScript
.
Trouver d’autres guides de prise en main dans les exemples de code Parcourir
Installer le module npm de gestion du stockage Azure
Bash
Vous trouvere... | [
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} |
Si vous avez mis à niveau vers la dernière version bêta ou la version généralement disponible
du SDK et que vous rencontrez cette erreur, il est recommandé de revenir à la version
généralement disponible précédente du SDK pour voir si le problème se résout. Si le problème
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Guide du développeur Spring Cloud Azure
22/04/2025S’applique à: ✅ Version 4.20.0, ✅ Version 5.22.0
Spring est une infrastructure d’application open source développée par VMware qui fournit
une approche simplifiée et modulaire pour la création d’applications Java. Spring Cloud Azure
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Gestion simplifiée des dépendances à l’aide d’un seul spring-cloud-azure-dependencies
BOM.
Prise en charge d’Azure étendue sur Spring Initializr
pour couvrir Kafka, Event Hubs,
Azure Cache pour Redis et Azure App Configuration.
Réarchitecture les dépendances de module Spring pour supprimer les couches
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des clients du KIT de développement logiciel
(SDK) Azure pour les scénarios synchrones et asynchrones.
Ajout d’indicateurs d’intégrité pour Azure App Configuration, Event Hubs, Azure Cosmos
DB, Key Vault, Stockage Blob, File d’attente de stockage et Fichier de stockage.
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} |
Si vous utilisez Maven, ajoutez le boM à votre fichier pom.xml dans la section
dependencyManagement , comme illustré dans l’exemple suivant. Lorsque vous utilisez le boM,
vous n’avez pas besoin de spécifier des versions pour les dépendances Maven, car le contrôle
de version est délégué au boM.
XML
Avec Gradle, vous pou... | [
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Pour plus d’informations, consultez Guide de référence du plug-in Spring Boot Gradle
.
Spring Cloud Azure Starters est un ensemble de descripteurs de dépendance pratiques à
inclure dans votre application. Chaque démarrage contient toutes les dépendances et
dépendances transitives nécessaires pour commencer à utiliser l... | [
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Nom
Descriptif
spring-cloud-azure-starter-active
-directory-b2c
Démarrage pour l’utilisation d’Azure Active Directory B2C avec Spring
Security.
spring-cloud-azure-starter-appc
onfiguration
Démarrage pour l’utilisation d’Azure App Configuration.
spring-cloud-azure-starter-cosm
os
Démarrage pour l’utilisation d’Azure Cos... | [
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Nom
Descriptif
spring-cloud-azure-starter-data-cosmo
s
Démarrage de l’utilisation de Spring Data pour Azure Cosmos D
B.
Le tableau suivant répertorie les démarrages pour la prise en charge de Spring Integration :
Nom
Descriptif
spring-cloud-azure-starter-integration
-eventhubs
Démarrage de l’utilisation d’Azure Event H... | [
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0.... | {
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"source": "3972",
"source_file": "azure-storage-blobs.pdf",
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} |
Nom
Descriptif
spring-cloud-azure-starter-jdbc
-postgresql
Les démarrages pour l’utilisation d’Azure PostgreSQL et JDBC via l’auth
entification Microsoft Entra.
Pour obtenir la liste complète des exemples qui montrent l’utilisation, consultez Exemples
Azure Spring Cloud
.
Apprentissage Spring Cloud Azure | [
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API REST Azure Data Lake Storage Gen2
Article • 03/02/2024
Utilisez les API REST Azure Data Lake Storage Gen2 pour interagir avec Stockage Blob
Azure via une interface de système de fichiers. Sur cette interface, vous pouvez créer et
gérer des systèmes de fichiers, des répertoires et des fichiers.
Azure Data Lake Stora... | [
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Azure.Storage.Files.DataLake Namespace
DataLakeClient
Options
Provides the client configuration options for connecting to Azure Data Lake service.
DataLakeDirectory
Client
A DirectoryClient represents a URI to the Azure DataLake service allowing you to
manipulate a directory.
DataLakeFileClient
The DataLakeFileClient a... | [
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Azure File Data Lake client library for Java -
version 12.23.1
21/06/2025
Azure Data Lake Storage is Microsoft's optimized storage solution for for big data analytics
workloads. A fundamental part of Data Lake Storage Gen2 is the addition of a hierarchical
namespace to Blob storage. The hierarchical namespace organizes... | [
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and then include the direct dependency in the dependencies section without the version tag.
XML
If you want to take dependency on a particular version of the library that is not present in the
BOM, add the direct dependency to your project as follows.
XML
To create a Storage Account you can use the Azure Portal or Azur... | [
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In order to interact with the Storage Service you'll need to create an instance of the Service
Client class. To make this possible you'll need the Account SAS (shared access signature) string
of the Storage Account. Learn more at SAS Token
a. Use the Azure CLI snippet below to get the SAS token from the Storage Account... | [
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2. Select Access keys from the menu on the left
3. Under key1 / key2 copy the contents of the Key field
or
b. Use the connection string.
1. Go to your Storage Account
2. Select Access keys from the menu on the left
3. Under key1 / key2 copy the contents of the Connection string field
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Data Lake Storage Gen2 offers two types of resources:
The _filesystem used via 'DataLakeFileSystemClient'
The _path used via 'DataLakeFileClient' or 'DataLakeDirectoryClient'
ADLS Gen2
Blob
Filesystem
Container
Path (File or Directory)
Blob
Note: This client library does not support hierarchical namespace (HNS) disab... | [
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Note that the above URIs may not hold for more advanced scenarios such as custom domain
names.
The following sections provide several code snippets covering some of the most common
Azure Storage Blob tasks, including:
Create a DataLakeServiceClient
Create a DataLakeFileSystemClient
Create a DataLakeFileClient
Create a ... | [
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Create a DataLakeFileSystemClient using a DataLakeServiceClient .
Java
or
Create a DataLakeFileSystemClient from the builder sasToken generated above.
Java
or
Java
Create a DataLakeFileClient using a DataLakeFileSystemClient .
Java
.endpoint("<your-storage-account-url>" + "?" + "<your-sasToken>")
.buildClien... | [
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-0.036548152565956116,
... | {
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or
Create a FileClient from the builder sasToken generated above.
Java
or
Java
Get a DataLakeDirectoryClient using a DataLakeFileSystemClient .
Java
or
Create a DirectoryClient from the builder sasToken generated above.
Java
DataLakeFileClient fileClient = new DataLakePathClientBuilder()
.endpoint("<your-storage... | [
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or
Java
Create a file system using a DataLakeServiceClient .
Java
or
Create a file system using a DataLakeFileSystemClient .
Java
Enumerating all paths using a DataLakeFileSystemClient .
Java
Rename a file using a DataLakeFileClient .
Java
// Only one "?" is needed here. If the sastoken starts with "?", please removing... | [
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-0.04133974015712738,
0.00... | {
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Rename a directory using a DataLakeDirectoryClient .
Java
Get properties from a file using a DataLakeFileClient .
Java
Get properties from a directory using a DataLakeDirectoryClient .
Java
//Need to authenticate with azure identity and add role assignment "Storage Blob
Data Contributor" to do the following operation.... | [
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The Azure Identity library
provides Azure Active Directory support for authenticating with
Azure Storage.
Java
When interacting with data lake using this Java client library, errors returned by the service
correspond to the same HTTP status codes returned for REST API requests. For example, if you
try to retrieve a fi... | [
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When you submit a pull request, a CLA-bot will automatically determine whether you need to
provide a CLA and decorate the PR appropriately (e.g., label, comment). Simply follow the
instructions provided by the bot. You will only need to do this once across all repos using our
CLA.
This project has adopted the Microsoft... | [
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Azure DataLake service client library for
Python - version 12.21.0
16/07/2025
Overview
This preview package for Python includes ADLS Gen2 specific API support made available in
Storage SDK. This includes:
1. New directory level operations (Create, Rename, Delete) for hierarchical namespace
enabled (HNS) storage account... | [
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Bash
Interaction with DataLake Storage starts with an instance of the DataLakeServiceClient class.
You need an existing storage account, its URL, and a credential to instantiate the client object.
To authenticate the client you have a few options:
1. Use a SAS token string
2. Use an account shared access key
3. Use a t... | [
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