# Set some app state
app.state.admin_database = None
app.state.query_handler = None
+ app.state.dataset_store = None
# General server state, can add fields if need be.
app.state.server_state = {
@@ -210,13 +211,13 @@ Source code for lomas_server.app
if status_ok:
LOG.info("Loading query handler")
app.state.server_state["message"].append("Loading dataset store")
- dataset_store = dataset_store_factory(
+ app.state.dataset_store = dataset_store_factory(
config.dataset_store, app.state.admin_database
)
app.state.server_state["message"].append("Loading query handler")
app.state.query_handler = QueryHandler(
- app.state.admin_database, dataset_store
+ app.state.admin_database, app.state.dataset_store
)
app.state.server_state["state"].append("Startup completed")
@@ -296,6 +297,29 @@ Source code for lomas_server.app
+
+[docs]
+@app.get(
+ "/get_memory_usage",
+ dependencies=[Depends(server_live)],
+ tags=["ADMIN_USER"],
+)
+async def get_memory_usage() -> JSONResponse:
+ """Return the dataset store object memory usage
+ Args:
+ user_name (str, optional): The user name. Defaults to Header(None).
+
+ Returns:
+ JSONResponse: with DatasetStore object memory usage
+ """
+ return JSONResponse(
+ content={
+ "memory_usage": app.state.dataset_store.memory_usage,
+ }
+ )
+
+
+
# Metadata query
[docs]
diff --git a/html/genindex.html b/html/genindex.html
index ffafb952..8b18e858 100644
--- a/html/genindex.html
+++ b/html/genindex.html
@@ -484,10 +484,14 @@ G
get_list_of_users() (in module lomas_server.administration.mongodb_admin)
+ get_memory_usage() (in module lomas_server.app)
+
+
- - get_memory_usage() (lomas_server.private_dataset.private_dataset.PrivateDataset method)
-
- get_metadata() (lomas_server.private_dataset.private_dataset.PrivateDataset method)
- get_mongodb() (in module lomas_server.admin_database.utils)
diff --git a/html/lomas_server.html b/html/lomas_server.html
index e1e9944e..f195977f 100644
--- a/html/lomas_server.html
+++ b/html/lomas_server.html
@@ -1000,6 +1000,22 @@
Submodules
+-
+async lomas_server.app.get_memory_usage() JSONResponse[source]
+Return the dataset store object memory usage
+:param user_name: The user name. Defaults to Header(None).
+:type user_name: str, optional
+
+- Returns:
+with DatasetStore object memory usage
+- Return type:
+JSONResponse
+
+
-
lomas_server.app.get_remaining_budget(_request: Request, query_json: GetDbData = Body({'dataset_name': 'PENGUIN'}), user_name: str = Header(None)) JSONResponse[source]
diff --git a/html/notebooks/demo_kubernetes_admin_notebook.ipynb b/html/notebooks/demo_kubernetes_admin_notebook.ipynb
index 84adeeb7..ba9a4306 100644
--- a/html/notebooks/demo_kubernetes_admin_notebook.ipynb
+++ b/html/notebooks/demo_kubernetes_admin_notebook.ipynb
@@ -19,7 +19,7 @@
{
"cell_type": "code",
"execution_count": 2,
- "id": "82c43c2f",
+ "id": "d0b8dc2b",
"metadata": {},
"outputs": [
{
@@ -53,7 +53,7 @@
},
{
"cell_type": "markdown",
- "id": "47cc9d15",
+ "id": "4e1de725",
"metadata": {},
"source": [
"#### Since the service has been deployed in the demo 1, the URL should be accessible."
@@ -392,7 +392,7 @@
},
{
"cell_type": "markdown",
- "id": "c06e185e",
+ "id": "2b824e10",
"metadata": {},
"source": [
"### Archives of queries"
@@ -401,7 +401,7 @@
{
"cell_type": "code",
"execution_count": 11,
- "id": "fe8ddd8d",
+ "id": "a59455e7",
"metadata": {},
"outputs": [
{
diff --git a/html/notebooks/demo_kubernetes_deployment_notebook.ipynb b/html/notebooks/demo_kubernetes_deployment_notebook.ipynb
index 85dac671..bb0f92d9 100644
--- a/html/notebooks/demo_kubernetes_deployment_notebook.ipynb
+++ b/html/notebooks/demo_kubernetes_deployment_notebook.ipynb
@@ -21,7 +21,7 @@
{
"cell_type": "code",
"execution_count": 1,
- "id": "35aaad76",
+ "id": "053f86b0",
"metadata": {},
"outputs": [
{
@@ -47,7 +47,7 @@
},
{
"cell_type": "markdown",
- "id": "071b01ae",
+ "id": "202b4e77",
"metadata": {},
"source": [
"### Server"
@@ -254,7 +254,7 @@
},
{
"cell_type": "markdown",
- "id": "09870244",
+ "id": "4211197d",
"metadata": {},
"source": [
"#### Update `values.yaml` file\n",
@@ -291,7 +291,7 @@
},
{
"cell_type": "markdown",
- "id": "8c14dca1",
+ "id": "682dc4e1",
"metadata": {},
"source": [
"#### Access the client environment through the url and use the password defined in the values file."
@@ -308,7 +308,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "befa97f5",
+ "id": "ac325c27",
"metadata": {},
"outputs": [],
"source": [
diff --git a/html/notebooks/kubernetes_deployment_notebook.ipynb b/html/notebooks/kubernetes_deployment_notebook.ipynb
index e651aae3..6993157a 100644
--- a/html/notebooks/kubernetes_deployment_notebook.ipynb
+++ b/html/notebooks/kubernetes_deployment_notebook.ipynb
@@ -199,7 +199,7 @@
},
{
"cell_type": "markdown",
- "id": "1443f77d",
+ "id": "83252698",
"metadata": {},
"source": [
"Again, one needs to update the `values.yaml` file with the desired values. The important fields are `ingress.hosts[0].host` and `ingress.tls.hosts[0]` for the url, `password` for the user session and `image.repository` for specifying the previously built image. Make sure to change the `nameOverride`, `fullnameOverride` and url when deploying multiple client images.\n",
@@ -221,7 +221,7 @@
},
{
"cell_type": "markdown",
- "id": "ccadf3d2",
+ "id": "d26ea20e",
"metadata": {},
"source": [
"The user session should now be available at the specified url, just type the password and you are in!\n",
diff --git a/html/objects.inv b/html/objects.inv
index 67809910..5beeac06 100644
Binary files a/html/objects.inv and b/html/objects.inv differ
diff --git a/html/searchindex.js b/html/searchindex.js
index c0012c72..d3e11600 100644
--- a/html/searchindex.js
+++ b/html/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles": {"API Documentation": [[0, "api-documentation"]], "Access the client environment through the url and use the password defined in the values file.": [[21, "Access-the-client-environment-through-the-url-and-use-the-password-defined-in-the-values-file."]], "Access the server to administrate the mongoDB": [[25, "Access-the-server-to-administrate-the-mongoDB"]], "Accessing the Helm Chart": [[34, "accessing-the-helm-chart"]], "Add one dataset": [[20, "Add-one-dataset"]], "Add user": [[25, "Add-user"]], "Adding users": [[20, "Adding-users"], [23, "Adding-users"]], "Administering the service by accessing the mongoDB": [[20, "Administering-the-service-by-accessing-the-mongoDB"], [23, "Administering-the-service-by-accessing-the-mongoDB"]], "Administration": [[29, "administration"]], "Apply pipeline on data": [[19, "Apply-pipeline-on-data"]], "Archives of queries": [[23, "Archives-of-queries"], [25, "Archives-of-queries"]], "Average and number of rows with smartnoise-sql library on remote dummy": [[18, "Average-and-number-of-rows-with-smartnoise-sql-library-on-remote-dummy"], [19, "Average-and-number-of-rows-with-smartnoise-sql-library-on-remote-dummy"], [27, "Average-and-number-of-rows-with-smartnoise-sql-library-on-remote-dummy"]], "Boxplot of income per partitions of the population": [[19, "Boxplot-of-income-per-partitions-of-the-population"]], "Building the container images": [[21, "Building-the-container-images"], [24, "Building-the-container-images"]], "Building the server image": [[23, "Building-the-server-image"]], "CLI": [[31, "cli"]], "Change budget": [[25, "Change-budget"]], "Changing the budget": [[23, "Changing-the-budget"]], "Check deployment with kubectl get all and by querying /state": [[21, "Check-deployment-with-kubectl-get-all-and-by-querying-/state"]], "Cleaning the database": [[20, "Cleaning-the-database"]], "Client": [[6, "client"], [7, "client"], [21, "Client"]], "Client API": [[1, "client-api"]], "Collections": [[31, "collections"]], "Column types and bounds": [[19, "Column-types-and-bounds"]], "Confidence intervals for age over the whole population": [[27, "Confidence-intervals-for-age-over-the-whole-population"]], "Confidence intervals for bill length over the whole population": [[18, "Confidence-intervals-for-bill-length-over-the-whole-population"], [19, "Confidence-intervals-for-bill-length-over-the-whole-population"]], "Confidence intervals for flipper length over the whole population": [[28, "Confidence-intervals-for-flipper-length-over-the-whole-population"]], "Contributing": [[2, "contributing"], [32, "contributing"]], "Count per species": [[18, "Count-per-species"], [19, "Count-per-species"]], "Counts per partition of the population": [[19, "Counts-per-partition-of-the-population"]], "Create a docker volume": [[25, "Create-a-docker-volume"]], "Data preparation": [[19, "Data-preparation"]], "Datasets": [[31, "datasets"]], "Datasets (add and drop)": [[20, "Datasets-(add-and-drop)"], [23, "Datasets-(add-and-drop)"], [25, "Datasets-(add-and-drop)"]], "Demo - Kubernetes Service Deployment": [[21, "Demo---Kubernetes-Service-Deployment"]], "Deploying Lomas on Onyxia": [[37, "deploying-lomas-on-onyxia"]], "Deploying the Service on Kubernetes": [[34, "deploying-the-service-on-kubernetes"]], "Deploying the service": [[23, "Deploying-the-service"]], "Deploying the service Helm chart": [[23, "Deploying-the-service-Helm-chart"]], "Deployment": [[33, "deployment"], [38, "deployment"]], "Disclaimer: Temporary Version of OpenDP with Polars": [[19, "Disclaimer:-Temporary-Version-of-OpenDP-with-Polars"]], "Docker volume and config setup": [[26, "Docker-volume-and-config-setup"]], "Download Helm dependency for the MongoDB chart": [[21, "Download-Helm-dependency-for-the-MongoDB-chart"]], "Errors": [[3, "errors"]], "Estimate cost of a query": [[18, "Estimate-cost-of-a-query"], [19, "Estimate-cost-of-a-query"], [27, "Estimate-cost-of-a-query"], [28, "Estimate-cost-of-a-query"]], "Examples": [[4, "examples"], [31, "examples"]], "ExternalLibraryException": [[3, "externallibraryexception"]], "FSO Example: (Synthetic) Income dataset": [[19, "FSO-Example:-(Synthetic)-Income-dataset"]], "Finally all can be loaded fom a file direcly": [[25, "Finally-all-can-be-loaded-fom-a-file-direcly"]], "Finally, everything can actually be loaded directly from a single file": [[23, "Finally,-everything-can-actually-be-loaded-directly-from-a-single-file"]], "First steps": [[6, "first-steps"]], "For each dataset, 2 informations are required:": [[20, "For-each-dataset,-2-informations-are-required:"]], "Get a dummy dataset": [[18, "Get-a-dummy-dataset"], [19, "Get-a-dummy-dataset"], [27, "Get-a-dummy-dataset"], [28, "Get-a-dummy-dataset"]], "Get current budget": [[18, "Get-current-budget"], [19, "Get-current-budget"], [27, "Get-current-budget"], [28, "Get-current-budget"]], "Getting dataset metadata": [[18, "Getting-dataset-metadata"], [19, "Getting-dataset-metadata"], [27, "Getting-dataset-metadata"], [28, "Getting-dataset-metadata"]], "History": [[7, "history"]], "Hypothesis testing": [[28, "Hypothesis-testing"]], "Income distribution for partitions of the population:": [[19, "Income-distribution-for-partitions-of-the-population:"]], "Indices and tables": [[7, "indices-and-tables"]], "Install server chart": [[21, "Install-server-chart"]], "Install the client chart": [[21, "Install-the-client-chart"]], "Installation": [[6, "installation"]], "Installing the Helm Chart": [[34, "installing-the-helm-chart"]], "InternalServerException": [[3, "internalserverexception"]], "Introduction": [[37, "introduction"]], "InvalidQueryException": [[3, "invalidqueryexception"]], "Kubernetes": [[34, "kubernetes"]], "Kubernetes Service Deployment": [[24, "Kubernetes-Service-Deployment"]], "Local": [[35, "local"]], "Local Service Deployment - How to": [[26, "Local-Service-Deployment---How-to"]], "Metadata are expected to be in the same format as SmartnoiseSQL dictionary format, where among other, there is information about all the available columns, their type, bound values (see Smartnoise page for more details).": [[20, "Metadata-are-expected-to-be-in-the-same-format-as-SmartnoiseSQL-dictionary-format,-where-among-other,-there-is-information-about-all-the-available-columns,-their-type,-bound-values-(see-Smartnoise-page-for-more-details)."]], "Minimal OpenDP example on the income dataset": [[22, "Minimal-OpenDP-example-on-the-income-dataset"]], "Modifying the ingress Section": [[34, "modifying-the-ingress-section"]], "Modifying values.yaml": [[34, "modifying-values-yaml"]], "Module contents": [[8, "module-lomas_client"], [9, "module-lomas_server"], [10, "module-lomas_server.admin_database"], [11, "module-lomas_server.administration"], [12, "module-lomas_server.dataset_store"], [13, "module-lomas_server.dp_queries"], [14, "module-lomas_server.dp_queries.dp_libraries"], [15, "module-lomas_server.private_dataset"], [16, "module-lomas_server.tests"], [17, "module-lomas_server.utils"]], "MongoDB Administration": [[31, "mongodb-administration"]], "MongoDB Connection": [[31, "mongodb-connection"]], "Onyxia": [[37, "onyxia"], [38, "onyxia"]], "Overview": [[31, "overview"]], "Prepare the database": [[25, "Prepare-the-database"]], "Prepare the pipeline": [[19, "Prepare-the-pipeline"]], "Preparing the database": [[20, "Preparing-the-database"], [23, "Preparing-the-database"]], "Prerequisites": [[34, "prerequisites"], [35, "prerequisites"]], "Query dummy dataset": [[28, "Query-dummy-dataset"]], "Query on dummy dataset": [[18, "Query-on-dummy-dataset"], [19, "Query-on-dummy-dataset"], [27, "Query-on-dummy-dataset"]], "Query on real private dataset with smartnoise-sql": [[18, "Query-on-real-private-dataset-with-smartnoise-sql"], [19, "Query-on-real-private-dataset-with-smartnoise-sql"]], "Query on real private dataset with smartnoise-sql.": [[27, "Query-on-real-private-dataset-with-smartnoise-sql."]], "Query real dataset": [[28, "Query-real-dataset"]], "Quickstart": [[6, "quickstart"]], "Remove user": [[25, "Remove-user"]], "Removing users": [[23, "Removing-users"]], "S3 example": [[27, "S3-example"]], "Secure Data Disclosure on Kubernetes: Deployment and Server Administration": [[23, "Secure-Data-Disclosure-on-Kubernetes:-Deployment-and-Server-Administration"]], "Secure Data Disclosure on Kubernetes: Server Administration": [[20, "Secure-Data-Disclosure-on-Kubernetes:-Server-Administration"]], "Secure Data Disclosure: Client side": [[18, "Secure-Data-Disclosure:-Client-side"], [19, "Secure-Data-Disclosure:-Client-side"], [28, "Secure-Data-Disclosure:-Client-side"]], "Secure Data Disclosure: Server side": [[25, "Secure-Data-Disclosure:-Server-side"]], "Server": [[7, "server"], [21, "Server"]], "Server API": [[30, "server-api"]], "Server test": [[26, "Server-test"]], "Service start": [[26, "Service-start"]], "Service stop": [[26, "Service-stop"]], "Since the service has been deployed in the demo 1, the URL should be accessible.": [[20, "Since-the-service-has-been-deployed-in-the-demo-1,-the-URL-should-be-accessible."]], "Some existing options": [[20, "Some-existing-options"]], "Start of DEMO": [[20, "Start-of-DEMO"]], "Start server": [[25, "Start-server"]], "Start the server": [[25, "Start-the-server"]], "Starting the client session": [[21, "Starting-the-client-session"], [24, "Starting-the-client-session"]], "Starting the service": [[21, "Starting-the-service"], [24, "Starting-the-service"]], "Step 1: Install the library": [[18, "Step-1:-Install-the-library"], [19, "Step-1:-Install-the-library"], [27, "Step-1:-Install-the-library"], [28, "Step-1:-Install-the-library"]], "Step 2: Initialise the client": [[18, "Step-2:-Initialise-the-client"], [19, "Step-2:-Initialise-the-client"], [27, "Step-2:-Initialise-the-client"], [28, "Step-2:-Initialise-the-client"]], "Step 3: Understand the functionnalities of the library": [[18, "Step-3:-Understand-the-functionnalities-of-the-library"], [19, "Step-3:-Understand-the-functionnalities-of-the-library"], [27, "Step-3:-Understand-the-functionnalities-of-the-library"], [28, "Step-3:-Understand-the-functionnalities-of-the-library"]], "Step 4: Penguin statistics": [[28, "Step-4:-Penguin-statistics"]], "Step 4: Penguin statistics with opendp": [[18, "Step-4:-Penguin-statistics-with-opendp"], [19, "Step-4:-Penguin-statistics-with-opendp"]], "Step 4: Titanic statistics with opendp": [[27, "Step-4:-Titanic-statistics-with-opendp"]], "Step 5: See archives of queries": [[18, "Step-5:-See-archives-of-queries"], [19, "Step-5:-See-archives-of-queries"]], "Steps to Deploy Locally": [[35, "steps-to-deploy-locally"]], "Stop the server: do not do it now !": [[25, "Stop-the-server:-do-not-do-it-now-!"]], "Stopping the service": [[21, "Stopping-the-service"], [24, "Stopping-the-service"]], "Stopping the service: Let\u2019s not do it right now!": [[20, "Stopping-the-service:-Let's-not-do-it-right-now!"], [23, "Stopping-the-service:-Let's-not-do-it-right-now!"]], "Streamlit": [[38, "streamlit"]], "Submodules": [[8, "submodules"], [9, "submodules"], [10, "submodules"], [11, "submodules"], [12, "submodules"], [13, "submodules"], [14, "submodules"], [15, "submodules"], [16, "submodules"], [17, "submodules"]], "Subpackages": [[9, "subpackages"], [13, "subpackages"]], "Switching user and exploring new dataset": [[19, "Switching-user-and-exploring-new-dataset"]], "This notebook showcases how a data owner could add and make their data available to certain user. We will do this in a step by step fashion.": [[20, "This-notebook-showcases-how-a-data-owner-could-add-and-make-their-data-available-to-certain-user.-We-will-do-this-in-a-step-by-step-fashion."]], "UnauthorizedAccessException": [[3, "unauthorizedaccessexception"]], "Update values.yaml file": [[21, "Update-values.yaml-file"], [21, "id1"]], "Use docker login to setup your credentials": [[21, "Use-docker-login-to-setup-your-credentials"]], "User session": [[26, "User-session"]], "Users": [[20, "Users"], [23, "Users"], [25, "Users"], [31, "users"]], "Visualise all options": [[25, "Visualise-all-options"]], "Visualise results": [[19, "Visualise-results"]], "We add the data based on a yaml file:": [[20, "We-add-the-data-based-on-a-yaml-file:"]], "We can add one dataset with its name, database type and path to medata file:": [[20, "We-can-add-one-dataset-with-its-name,-database-type-and-path-to-medata-file:"]], "Welcome to Lomas documentation": [[7, "welcome-to-lomas-documentation"]], "lomas_client": [[5, "lomas-client"]], "lomas_client package": [[8, "lomas-client-package"]], "lomas_client.client module": [[8, "module-lomas_client.client"]], "lomas_server": [[36, "lomas-server"]], "lomas_server package": [[9, "lomas-server-package"]], "lomas_server.admin_database package": [[10, "lomas-server-admin-database-package"]], "lomas_server.admin_database.admin_database module": [[10, "module-lomas_server.admin_database.admin_database"]], "lomas_server.admin_database.mongodb_database module": [[10, "module-lomas_server.admin_database.mongodb_database"]], "lomas_server.admin_database.utils module": [[10, "module-lomas_server.admin_database.utils"]], "lomas_server.admin_database.yaml_database module": [[10, "module-lomas_server.admin_database.yaml_database"]], "lomas_server.administration package": [[11, "lomas-server-administration-package"]], "lomas_server.administration.mongodb_admin module": [[11, "module-lomas_server.administration.mongodb_admin"]], "lomas_server.app module": [[9, "module-lomas_server.app"]], "lomas_server.constants module": [[9, "module-lomas_server.constants"]], "lomas_server.dataset_store package": [[12, "lomas-server-dataset-store-package"]], "lomas_server.dataset_store.basic_dataset_store module": [[12, "module-lomas_server.dataset_store.basic_dataset_store"]], "lomas_server.dataset_store.dataset_store module": [[12, "module-lomas_server.dataset_store.dataset_store"]], "lomas_server.dataset_store.lru_dataset_store module": [[12, "module-lomas_server.dataset_store.lru_dataset_store"]], "lomas_server.dataset_store.private_dataset_observer module": [[12, "module-lomas_server.dataset_store.private_dataset_observer"]], "lomas_server.dataset_store.utils module": [[12, "module-lomas_server.dataset_store.utils"]], "lomas_server.dp_queries package": [[13, "lomas-server-dp-queries-package"]], "lomas_server.dp_queries.dp_libraries package": [[14, "lomas-server-dp-queries-dp-libraries-package"]], "lomas_server.dp_queries.dp_libraries.opendp module": [[14, "module-lomas_server.dp_queries.dp_libraries.opendp"]], "lomas_server.dp_queries.dp_libraries.smartnoise_sql module": [[14, "module-lomas_server.dp_queries.dp_libraries.smartnoise_sql"]], "lomas_server.dp_queries.dp_libraries.utils module": [[14, "module-lomas_server.dp_queries.dp_libraries.utils"]], "lomas_server.dp_queries.dp_logic module": [[13, "module-lomas_server.dp_queries.dp_logic"]], "lomas_server.dp_queries.dp_querier module": [[13, "module-lomas_server.dp_queries.dp_querier"]], "lomas_server.dp_queries.dummy_dataset module": [[13, "module-lomas_server.dp_queries.dummy_dataset"]], "lomas_server.private_dataset package": [[15, "lomas-server-private-dataset-package"]], "lomas_server.private_dataset.in_memory_dataset module": [[15, "module-lomas_server.private_dataset.in_memory_dataset"]], "lomas_server.private_dataset.path_dataset module": [[15, "module-lomas_server.private_dataset.path_dataset"]], 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\ No newline at end of file
+Search.setIndex({"alltitles": {"API Documentation": [[0, "api-documentation"]], "Access the client environment through the url and use the password defined in the values file.": [[21, "Access-the-client-environment-through-the-url-and-use-the-password-defined-in-the-values-file."]], "Access the server to administrate the mongoDB": [[25, "Access-the-server-to-administrate-the-mongoDB"]], "Accessing the Helm Chart": [[34, "accessing-the-helm-chart"]], "Add one dataset": [[20, "Add-one-dataset"]], "Add user": [[25, "Add-user"]], "Adding users": [[20, "Adding-users"], [23, "Adding-users"]], "Administering the service by accessing the mongoDB": [[20, "Administering-the-service-by-accessing-the-mongoDB"], [23, "Administering-the-service-by-accessing-the-mongoDB"]], "Administration": [[29, "administration"]], "Apply pipeline on data": [[19, "Apply-pipeline-on-data"]], "Archives of queries": [[23, "Archives-of-queries"], [25, "Archives-of-queries"]], "Average and number of rows with smartnoise-sql library on remote dummy": [[18, "Average-and-number-of-rows-with-smartnoise-sql-library-on-remote-dummy"], [19, "Average-and-number-of-rows-with-smartnoise-sql-library-on-remote-dummy"], [27, "Average-and-number-of-rows-with-smartnoise-sql-library-on-remote-dummy"]], "Boxplot of income per partitions of the population": [[19, "Boxplot-of-income-per-partitions-of-the-population"]], "Building the container images": [[21, "Building-the-container-images"], [24, "Building-the-container-images"]], "Building the server image": [[23, "Building-the-server-image"]], "CLI": [[31, "cli"]], "Change budget": [[25, "Change-budget"]], "Changing the budget": [[23, "Changing-the-budget"]], "Check deployment with kubectl get all and by querying /state": [[21, "Check-deployment-with-kubectl-get-all-and-by-querying-/state"]], "Cleaning the database": [[20, "Cleaning-the-database"]], "Client": [[6, "client"], [7, "client"], [21, "Client"]], "Client API": [[1, "client-api"]], "Collections": [[31, "collections"]], "Column types and bounds": [[19, "Column-types-and-bounds"]], "Confidence intervals for age over the whole population": [[27, "Confidence-intervals-for-age-over-the-whole-population"]], "Confidence intervals for bill length over the whole population": [[18, "Confidence-intervals-for-bill-length-over-the-whole-population"], [19, "Confidence-intervals-for-bill-length-over-the-whole-population"]], "Confidence intervals for flipper length over the whole population": [[28, "Confidence-intervals-for-flipper-length-over-the-whole-population"]], "Contributing": [[2, "contributing"], [32, "contributing"]], "Count per species": [[18, "Count-per-species"], [19, "Count-per-species"]], "Counts per partition of the population": [[19, "Counts-per-partition-of-the-population"]], "Create a docker volume": [[25, "Create-a-docker-volume"]], "Data preparation": [[19, "Data-preparation"]], "Datasets": [[31, "datasets"]], "Datasets (add and drop)": [[20, "Datasets-(add-and-drop)"], [23, "Datasets-(add-and-drop)"], [25, "Datasets-(add-and-drop)"]], "Demo - Kubernetes Service Deployment": [[21, "Demo---Kubernetes-Service-Deployment"]], "Deploying Lomas on Onyxia": [[37, "deploying-lomas-on-onyxia"]], "Deploying the Service on Kubernetes": [[34, "deploying-the-service-on-kubernetes"]], "Deploying the service": [[23, "Deploying-the-service"]], "Deploying the service Helm chart": [[23, "Deploying-the-service-Helm-chart"]], "Deployment": [[33, "deployment"], [38, "deployment"]], "Disclaimer: Temporary Version of OpenDP with Polars": [[19, "Disclaimer:-Temporary-Version-of-OpenDP-with-Polars"]], "Docker volume and config setup": [[26, "Docker-volume-and-config-setup"]], "Download Helm dependency for the MongoDB chart": [[21, "Download-Helm-dependency-for-the-MongoDB-chart"]], "Errors": [[3, "errors"]], "Estimate cost of a query": [[18, "Estimate-cost-of-a-query"], [19, "Estimate-cost-of-a-query"], [27, "Estimate-cost-of-a-query"], [28, "Estimate-cost-of-a-query"]], "Examples": [[4, "examples"], [31, "examples"]], "ExternalLibraryException": [[3, "externallibraryexception"]], "FSO Example: (Synthetic) Income dataset": [[19, "FSO-Example:-(Synthetic)-Income-dataset"]], "Finally all can be loaded fom a file direcly": [[25, "Finally-all-can-be-loaded-fom-a-file-direcly"]], "Finally, everything can actually be loaded directly from a single file": [[23, "Finally,-everything-can-actually-be-loaded-directly-from-a-single-file"]], "First steps": [[6, "first-steps"]], "For each dataset, 2 informations are required:": [[20, "For-each-dataset,-2-informations-are-required:"]], "Get a dummy dataset": [[18, "Get-a-dummy-dataset"], [19, "Get-a-dummy-dataset"], [27, "Get-a-dummy-dataset"], [28, "Get-a-dummy-dataset"]], "Get current budget": [[18, "Get-current-budget"], [19, "Get-current-budget"], [27, "Get-current-budget"], [28, "Get-current-budget"]], "Getting dataset metadata": [[18, "Getting-dataset-metadata"], [19, "Getting-dataset-metadata"], [27, "Getting-dataset-metadata"], [28, "Getting-dataset-metadata"]], "History": [[7, "history"]], "Hypothesis testing": [[28, "Hypothesis-testing"]], "Income distribution for partitions of the population:": [[19, "Income-distribution-for-partitions-of-the-population:"]], "Indices and tables": [[7, "indices-and-tables"]], "Install server chart": [[21, "Install-server-chart"]], "Install the client chart": [[21, "Install-the-client-chart"]], "Installation": [[6, "installation"]], "Installing the Helm Chart": [[34, "installing-the-helm-chart"]], "InternalServerException": [[3, "internalserverexception"]], "Introduction": [[37, "introduction"]], "InvalidQueryException": [[3, "invalidqueryexception"]], "Kubernetes": [[34, "kubernetes"]], "Kubernetes Service Deployment": [[24, "Kubernetes-Service-Deployment"]], "Local": [[35, "local"]], "Local Service Deployment - How to": [[26, "Local-Service-Deployment---How-to"]], "Metadata are expected to be in the same format as SmartnoiseSQL dictionary format, where among other, there is information about all the available columns, their type, bound values (see Smartnoise page for more details).": [[20, "Metadata-are-expected-to-be-in-the-same-format-as-SmartnoiseSQL-dictionary-format,-where-among-other,-there-is-information-about-all-the-available-columns,-their-type,-bound-values-(see-Smartnoise-page-for-more-details)."]], "Minimal OpenDP example on the income dataset": [[22, "Minimal-OpenDP-example-on-the-income-dataset"]], "Modifying the ingress Section": [[34, "modifying-the-ingress-section"]], "Modifying values.yaml": [[34, "modifying-values-yaml"]], "Module contents": [[8, "module-lomas_client"], [9, "module-lomas_server"], [10, "module-lomas_server.admin_database"], [11, "module-lomas_server.administration"], [12, "module-lomas_server.dataset_store"], [13, "module-lomas_server.dp_queries"], [14, "module-lomas_server.dp_queries.dp_libraries"], [15, "module-lomas_server.private_dataset"], [16, "module-lomas_server.tests"], [17, "module-lomas_server.utils"]], "MongoDB Administration": [[31, "mongodb-administration"]], "MongoDB Connection": [[31, "mongodb-connection"]], "Onyxia": [[37, "onyxia"], [38, "onyxia"]], "Overview": [[31, "overview"]], "Prepare the database": [[25, "Prepare-the-database"]], "Prepare the pipeline": [[19, "Prepare-the-pipeline"]], "Preparing the database": [[20, "Preparing-the-database"], [23, "Preparing-the-database"]], "Prerequisites": [[34, "prerequisites"], [35, "prerequisites"]], "Query dummy dataset": [[28, "Query-dummy-dataset"]], "Query on dummy dataset": [[18, "Query-on-dummy-dataset"], [19, "Query-on-dummy-dataset"], [27, "Query-on-dummy-dataset"]], "Query on real private dataset with smartnoise-sql": [[18, "Query-on-real-private-dataset-with-smartnoise-sql"], [19, "Query-on-real-private-dataset-with-smartnoise-sql"]], "Query on real private dataset with smartnoise-sql.": [[27, "Query-on-real-private-dataset-with-smartnoise-sql."]], "Query real dataset": [[28, "Query-real-dataset"]], "Quickstart": [[6, "quickstart"]], "Remove user": [[25, "Remove-user"]], "Removing users": [[23, "Removing-users"]], "S3 example": [[27, "S3-example"]], "Secure Data Disclosure on Kubernetes: Deployment and Server Administration": [[23, "Secure-Data-Disclosure-on-Kubernetes:-Deployment-and-Server-Administration"]], "Secure Data Disclosure on Kubernetes: Server Administration": [[20, "Secure-Data-Disclosure-on-Kubernetes:-Server-Administration"]], "Secure Data Disclosure: Client side": [[18, "Secure-Data-Disclosure:-Client-side"], [19, "Secure-Data-Disclosure:-Client-side"], [28, "Secure-Data-Disclosure:-Client-side"]], "Secure Data Disclosure: Server side": [[25, "Secure-Data-Disclosure:-Server-side"]], "Server": [[7, "server"], [21, "Server"]], "Server API": [[30, "server-api"]], "Server test": [[26, "Server-test"]], "Service start": [[26, "Service-start"]], "Service stop": [[26, "Service-stop"]], "Since the service has been deployed in the demo 1, the URL should be accessible.": [[20, "Since-the-service-has-been-deployed-in-the-demo-1,-the-URL-should-be-accessible."]], "Some existing options": [[20, "Some-existing-options"]], "Start of DEMO": [[20, "Start-of-DEMO"]], "Start server": [[25, "Start-server"]], "Start the server": [[25, "Start-the-server"]], "Starting the client session": [[21, "Starting-the-client-session"], [24, "Starting-the-client-session"]], "Starting the service": [[21, "Starting-the-service"], [24, "Starting-the-service"]], "Step 1: Install the library": [[18, "Step-1:-Install-the-library"], [19, "Step-1:-Install-the-library"], [27, "Step-1:-Install-the-library"], [28, "Step-1:-Install-the-library"]], "Step 2: Initialise the client": [[18, "Step-2:-Initialise-the-client"], [19, "Step-2:-Initialise-the-client"], [27, "Step-2:-Initialise-the-client"], [28, "Step-2:-Initialise-the-client"]], "Step 3: Understand the functionnalities of the library": [[18, "Step-3:-Understand-the-functionnalities-of-the-library"], [19, "Step-3:-Understand-the-functionnalities-of-the-library"], [27, "Step-3:-Understand-the-functionnalities-of-the-library"], [28, "Step-3:-Understand-the-functionnalities-of-the-library"]], "Step 4: Penguin statistics": [[28, "Step-4:-Penguin-statistics"]], "Step 4: Penguin statistics with opendp": [[18, "Step-4:-Penguin-statistics-with-opendp"], [19, "Step-4:-Penguin-statistics-with-opendp"]], "Step 4: Titanic statistics with opendp": [[27, "Step-4:-Titanic-statistics-with-opendp"]], "Step 5: See archives of queries": [[18, "Step-5:-See-archives-of-queries"], [19, "Step-5:-See-archives-of-queries"]], "Steps to Deploy Locally": [[35, "steps-to-deploy-locally"]], "Stop the server: do not do it now !": [[25, "Stop-the-server:-do-not-do-it-now-!"]], "Stopping the service": [[21, "Stopping-the-service"], [24, "Stopping-the-service"]], "Stopping the service: Let\u2019s not do it right now!": [[20, "Stopping-the-service:-Let's-not-do-it-right-now!"], [23, "Stopping-the-service:-Let's-not-do-it-right-now!"]], "Streamlit": [[38, "streamlit"]], "Submodules": [[8, "submodules"], [9, "submodules"], [10, "submodules"], [11, "submodules"], [12, "submodules"], [13, "submodules"], [14, "submodules"], [15, "submodules"], [16, "submodules"], [17, "submodules"]], "Subpackages": [[9, "subpackages"], [13, "subpackages"]], "Switching user and exploring new dataset": [[19, "Switching-user-and-exploring-new-dataset"]], "This notebook showcases how a data owner could add and make their data available to certain user. 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\ No newline at end of file
diff --git a/html/server_modules.html b/html/server_modules.html
index 737452c2..1c486334 100644
--- a/html/server_modules.html
+++ b/html/server_modules.html
@@ -183,6 +183,7 @@ lomas_serverget_dataset_metadata()
get_dummy_dataset()get_initial_budget()get_memory_usage()get_remaining_budget()get_state()get_total_spent_budget()