diff --git a/backend/parsers/windmill-parser-py-imports/src/lib.rs b/backend/parsers/windmill-parser-py-imports/src/lib.rs
index 77324f2384..f0c8a4c41a 100644
--- a/backend/parsers/windmill-parser-py-imports/src/lib.rs
+++ b/backend/parsers/windmill-parser-py-imports/src/lib.rs
@@ -6,11 +6,13 @@
  * LICENSE-AGPL for a copy of the license.
  */
 
+mod mapping;
+
 use async_recursion::async_recursion;
 use itertools::Itertools;
 use lazy_static::lazy_static;
-use phf::phf_map;
 
+use mapping::{FULL_IMPORTS_MAP, SHORT_IMPORTS_MAP};
 #[cfg(not(target_arch = "wasm32"))]
 use regex::Regex;
 #[cfg(target_arch = "wasm32")]
@@ -25,57 +27,18 @@ use windmill_common::{error, worker::PythonAnnotations};
 
 const DEF_MAIN: &str = "def main(";
 
-static PYTHON_IMPORTS_REPLACEMENT: phf::Map<&'static str, &'static str> = phf_map! {
-    "psycopg2" => "psycopg2-binary",
-    "psycopg" => "psycopg[binary, pool]",
-    "yaml" => "pyyaml",
-    "git" => "GitPython",
-    "shopify" => "ShopifyAPI",
-    "seleniumwire" => "selenium-wire",
-    "openbb-terminal" => "openbb[all]",
-    "riskfolio" => "riskfolio-lib",
-    "smb" => "pysmb",
-    "PIL" => "Pillow",
-    "googleapiclient" => "google-api-python-client",
-    "googlecloudbigquery" => "google-cloud-bigquery",
-    "dateutil" => "python-dateutil",
-    "mailparser" => "mail-parser",
-    "mailparser-reply" => "mail-parser-reply",
-    "gitlab" => "python-gitlab",
-    "smbclient" => "smbprotocol",
-    "playhouse" => "peewee",
-    "dns" => "dnspython",
-    "msoffcrypto" => "msoffcrypto-tool",
-    "tabula" => "tabula-py",
-    "shapefile" => "pyshp",
-    "sklearn" => "scikit-learn",
-    "umap" => "umap-learn",
-    "cv2" => "opencv-python",
-    "atlassian" => "atlassian-python-api",
-    "mysql" => "mysql-connector-python",
-    "tenable" => "pytenable",
-    "ns1" => "ns1-python",
-    "pymsql" => "PyMySQL",
-    "haystack" => "haystack-ai",
-    "github" => "PyGithub",
-    "ldap" => "python-ldap",
-    "opensearchpy" => "opensearch-py",
-    "lokalise" => "python-lokalise-api",
-    "msgraph" => "msgraph-sdk",
-    "pythonjsonlogger" => "python-json-logger",
-    "socks" => "PySocks",
-    "taiga" => "python-taiga",
-    "docx" => "python-docx",
-};
-
 fn replace_import(x: String) -> String {
-    PYTHON_IMPORTS_REPLACEMENT
+    SHORT_IMPORTS_MAP
         .get(&x)
         .map(|x| x.to_owned())
         .unwrap_or(&x)
         .to_string()
 }
 
+fn replace_full_import(x: &str) -> Option<String> {
+    FULL_IMPORTS_MAP.get(x).map(|x| (*x).to_owned())
+}
+
 lazy_static! {
     static ref RE: Regex = Regex::new(r"^\#\s?(\S+)\s*$").unwrap();
 }
@@ -99,7 +62,7 @@ fn process_import(module: Option<String>, path: &str, level: usize) -> Vec<Strin
         if imprt == "u" || imprt == "f" {
             vec![format!("relative:{}", module.replace(".", "/"))]
         } else {
-            vec![imprt]
+            vec![replace_full_import(&module).unwrap_or(replace_import(imprt))]
         }
     } else {
         vec![]
@@ -305,7 +268,7 @@ async fn parse_python_imports_inner(
                     .await?
                 }
             } else {
-                vec![replace_import(n.to_string())]
+                vec![n.to_string()]
             };
             for imp in nested {
                 if !imports.contains(&imp) {
diff --git a/backend/parsers/windmill-parser-py-imports/src/mapping.rs b/backend/parsers/windmill-parser-py-imports/src/mapping.rs
new file mode 100644
index 0000000000..57bc5bd37e
--- /dev/null
+++ b/backend/parsers/windmill-parser-py-imports/src/mapping.rs
@@ -0,0 +1,378 @@
+/*
+ * Author: Ruben Fiszel
+ * Copyright: Windmill Labs, Inc 2022
+ * This file and its contents are licensed under the AGPLv3 License.
+ * Please see the included NOTICE for copyright information and
+ * LICENSE-AGPL for a copy of the license.
+ */
+
+use phf::phf_map;
+type PyMap = phf::Map<&'static str, &'static str>;
+
+/// In some cases inferring requirement from import is not possible.
+/// That's why we need to map import to requirement ident.
+/// These two maps allows us to do so.
+
+/// import x.y.z
+///        ^^^^^ replaces entire x.y.z import with [?]
+///
+pub static FULL_IMPORTS_MAP: PyMap = phf_map! {
+    //                       import => requirement
+    "google.cloud.bigquery_storage" => "google-cloud-bigquery-storage",
+    "google.cloud.bigquery" => "google-cloud-bigquery",
+    "google.cloud.parametermanager" => "google-cloud-parametermanager",
+    "google.cloud.oracledatabase" => "google-cloud-oracledatabase",
+    "google.cloud.deploy" => "google-cloud-deploy",
+    "google.cloud.pubsub" => "google-cloud-pubsub",
+    "google.cloud.workflows" => "google-cloud-workflows",
+    "google.cloud.managedkafka" => "google-cloud-managedkafka",
+    "google.cloud.iam" => "google-cloud-iam",
+    "google.cloud.documentai" => "google-cloud-documentai",
+    "google.cloud.dlp" => "google-cloud-dlp",
+    "google.cloud.compute" => "google-cloud-compute",
+    "google.cloud.alloydb" => "google-cloud-alloydb",
+    "google.cloud.aiplatform" => "google-cloud-aiplatform",
+    "google.cloud.bigtable" => "google-cloud-bigtable",
+    "google.cloud.workstations" => "google-cloud-workstations",
+    "google.cloud.websecurityscanner" => "google-cloud-websecurityscanner",
+    "google.cloud.webrisk" => "google-cloud-webrisk",
+    "google.cloud.vmwareengine" => "google-cloud-vmwareengine",
+    "google.cloud.visionai" => "google-cloud-visionai",
+    "google.cloud.vision" => "google-cloud-vision",
+    "google.cloud.videointelligence" => "google-cloud-videointelligence",
+    "google.cloud.translate" => "google-cloud-translate",
+    "google.cloud.trace" => "google-cloud-trace",
+    "google.cloud.tpu" => "google-cloud-tpu",
+    "google.cloud.texttospeech" => "google-cloud-texttospeech",
+    "google.cloud.telcoautomation" => "google-cloud-telcoautomation",
+    "google.cloud.tasks" => "google-cloud-tasks",
+    "google.cloud.talent" => "google-cloud-talent",
+    "google.cloud.support" => "google-cloud-support",
+    "google.cloud.storageinsights" => "google-cloud-storageinsights",
+    "google.cloud.speech" => "google-cloud-speech",
+    "google.cloud.shell" => "google-cloud-shell",
+    "google.cloud.servicehealth" => "google-cloud-servicehealth",
+    "google.cloud.securitycentermanagement" => "google-cloud-securitycentermanagement",
+    "google.cloud.securitycenter" => "google-cloud-securitycenter",
+    "google.cloud.securesourcemanager" => "google-cloud-securesourcemanager",
+    "google.cloud.scheduler" => "google-cloud-scheduler",
+    "google.cloud.run" => "google-cloud-run",
+    "google.cloud.retail" => "google-cloud-retail",
+    "google.cloud.recommender" => "google-cloud-recommender",
+    "google.cloud.rapidmigrationassessment" => "google-cloud-rapidmigrationassessment",
+    "google.cloud.privilegedaccessmanager" => "google-cloud-privilegedaccessmanager",
+    "google.cloud.policytroubleshooter_iam" => "google-cloud-policytroubleshooter-iam",
+    "google.cloud.policysimulator" => "google-cloud-policysimulator",
+    "google.cloud.parallelstore" => "google-cloud-parallelstore",
+    "google.cloud.optimization" => "google-cloud-optimization",
+    "google.cloud.notebooks" => "google-cloud-notebooks",
+    "google.cloud.network_services" => "google-cloud-network-services",
+    "google.cloud.network_security" => "google-cloud-network-security",
+    "google.cloud.netapp" => "google-cloud-netapp",
+    "google.cloud.monitoring" => "google-cloud-monitoring",
+    "google.cloud.modelarmor" => "google-cloud-modelarmor",
+    "google.cloud.migrationcenter" => "google-cloud-migrationcenter",
+    "google.cloud.memorystore" => "google-cloud-memorystore",
+    "google.cloud.memcache" => "google-cloud-memcache",
+    "google.cloud.language" => "google-cloud-language",
+    "google.cloud.kms" => "google-cloud-kms",
+    "google.cloud.kms_inventory" => "google-cloud-kms-inventory",
+    "google.cloud.ids" => "google-cloud-ids",
+    "google.cloud.iap" => "google-cloud-iap",
+    "google.cloud.gsuiteaddons" => "google-cloud-gsuiteaddons",
+    "google.cloud.gke_multicloud" => "google-cloud-gke-multicloud",
+    "google.cloud.gke_backup" => "google-cloud-gke-backup",
+    "google.cloud.gdchardwaremanagement" => "google-cloud-gdchardwaremanagement",
+    "google.cloud.functions" => "google-cloud-functions",
+    "google.cloud.financialservices" => "google-cloud-financialservices",
+    "google.cloud.filestore" => "google-cloud-filestore",
+    "google.cloud.eventarc" => "google-cloud-eventarc",
+    "google.cloud.eventarc_publishing" => "google-cloud-eventarc-publishing",
+    "google.cloud.essential_contacts" => "google-cloud-essential-contacts",
+    "google.cloud.enterpriseknowledgegraph" => "google-cloud-enterpriseknowledgegraph",
+    "google.cloud.edgenetwork" => "google-cloud-edgenetwork",
+    "google.cloud.edgecontainer" => "google-cloud-edgecontainer",
+    "google.cloud.domains" => "google-cloud-domains",
+    "google.cloud.discoveryengine" => "google-cloud-discoveryengine",
+    "google.cloud.dialogflow" => "google-cloud-dialogflow",
+    "google.cloud.developerconnect" => "google-cloud-developerconnect",
+    "google.cloud.datastream" => "google-cloud-datastream",
+    "google.cloud.dataproc" => "google-cloud-dataproc",
+    "google.cloud.dataplex" => "google-cloud-dataplex",
+    "google.cloud.datalabeling" => "google-cloud-datalabeling",
+    "google.cloud.dataform" => "google-cloud-dataform",
+    "google.cloud.datacatalog" => "google-cloud-datacatalog",
+    "google.cloud.datacatalog_lineage" => "google-cloud-datacatalog-lineage",
+    "google.cloud.data_fusion" => "google-cloud-data-fusion",
+    "google.cloud.contentwarehouse" => "google-cloud-contentwarehouse",
+    "google.cloud.container" => "google-cloud-container",
+    "google.cloud.config" => "google-cloud-config",
+    "google.cloud.confidentialcomputing" => "google-cloud-confidentialcomputing",
+    "google.cloud.common" => "google-cloud-common",
+    "google.cloud.cloudcontrolspartner" => "google-cloud-cloudcontrolspartner",
+    "google.cloud.channel" => "google-cloud-channel",
+    "google.cloud.certificate_manager" => "google-cloud-certificate-manager",
+    "google.cloud.billing" => "google-cloud-billing",
+    "google.cloud.bigquery_migration" => "google-cloud-bigquery-migration",
+    "google.cloud.bigquery_logging" => "google-cloud-bigquery-logging",
+    "google.cloud.bigquery_datatransfer" => "google-cloud-bigquery-datatransfer",
+    "google.cloud.bigquery_datapolicies" => "google-cloud-bigquery-datapolicies",
+    "google.cloud.bigquery_connection" => "google-cloud-bigquery-connection",
+    "google.cloud.bigquery_biglake" => "google-cloud-bigquery-biglake",
+    "google.cloud.bigquery_analyticshub" => "google-cloud-bigquery-analyticshub",
+    "google.cloud.beyondcorp_clientgateways" => "google-cloud-beyondcorp-clientgateways",
+    "google.cloud.beyondcorp_clientconnectorservices" => "google-cloud-beyondcorp-clientconnectorservices",
+    "google.cloud.beyondcorp_appgateways" => "google-cloud-beyondcorp-appgateways",
+    "google.cloud.beyondcorp_appconnectors" => "google-cloud-beyondcorp-appconnectors",
+    "google.cloud.beyondcorp_appconnections" => "google-cloud-beyondcorp-appconnections",
+    "google.cloud.batch" => "google-cloud-batch",
+    "google.cloud.bare_metal_solution" => "google-cloud-bare-metal-solution",
+    "google.cloud.backupdr" => "google-cloud-backupdr",
+    "google.cloud.automl" => "google-cloud-automl",
+    "google.cloud.asset" => "google-cloud-asset",
+    "google.cloud.apphub" => "google-cloud-apphub",
+    "google.cloud.apihub" => "google-cloud-apihub",
+    "google.cloud.advisorynotifications" => "google-cloud-advisorynotifications",
+    "google.cloud.spanner" => "google-cloud-spanner",
+    "google.cloud.storage" => "google-cloud-storage",
+    "google.cloud.firestore" => "google-cloud-firestore",
+    "google.cloud.pubsublite" => "google-cloud-pubsublite",
+    "google.cloud.datastore" => "google-cloud-datastore",
+    "google.cloud.ndb" => "google-cloud-ndb",
+    "google.cloud.dns" => "google-cloud-dns",
+    "google.cloud.runtimeconfig" => "google-cloud-runtimeconfig",
+    "google.cloud.iot" => "google-cloud-iot",
+    // Azure
+    "azure.mgmt.hybridkubernetes" => "azure-mgmt-hybridkubernetes",
+    "azure.mgmt.sql" => "azure-mgmt-sql",
+    "azure.mgmt.compute" => "azure-mgmt-compute",
+    "azure.mgmt.eventgrid" => "azure-mgmt-eventgrid",
+    "azure.mgmt.containerservice" => "azure-mgmt-containerservice",
+    "azure.mgmt.databox" => "azure-mgmt-databox",
+    "azure.mgmt.keyvault" => "azure-mgmt-keyvault",
+    "azure.mgmt.applicationinsights" => "azure-mgmt-applicationinsights",
+    "azure.mgmt.storage" => "azure-mgmt-storage",
+    "azure.mgmt.quota" => "azure-mgmt-quota",
+    "azure.mgmt.nginx" => "azure-mgmt-nginx",
+    "azure.mgmt.netapp" => "azure-mgmt-netapp",
+    "azure.mgmt.resource" => "azure-mgmt-resource",
+    "azure.mgmt.containerregistry" => "azure-mgmt-containerregistry",
+    "azure.mgmt.databoxedge" => "azure-mgmt-databoxedge",
+    "azure.mgmt.logz" => "azure-mgmt-logz",
+    "azure.mgmt.monitor" => "azure-mgmt-monitor",
+    "azure.mgmt.servicenetworking" => "azure-mgmt-servicenetworking",
+    "azure.mgmt.kusto" => "azure-mgmt-kusto",
+    "azure.mgmt.web" => "azure-mgmt-web",
+    "azure.mgmt.eventhub" => "azure-mgmt-eventhub",
+    "azure.mgmt.redis" => "azure-mgmt-redis",
+    "azure.mgmt.cosmosdb" => "azure-mgmt-cosmosdb",
+    "azure.mgmt.network" => "azure-mgmt-network",
+    "azure.mgmt.cognitiveservices" => "azure-mgmt-cognitiveservices",
+    "azure.mgmt.servicefabricmanagedclusters" => "azure-mgmt-servicefabricmanagedclusters",
+    "azure.mgmt.datafactory" => "azure-mgmt-datafactory",
+    "azure.mgmt.hybridcompute" => "azure-mgmt-hybridcompute",
+    "azure.mgmt.servicebus" => "azure-mgmt-servicebus",
+    "azure.mgmt.marketplaceordering" => "azure-mgmt-marketplaceordering",
+    "azure.mgmt.managedservices" => "azure-mgmt-managedservices",
+    "azure.mgmt.managementgroups" => "azure-mgmt-managementgroups",
+    "azure.mgmt.loganalytics" => "azure-mgmt-loganalytics",
+    "azure.mgmt.automation" => "azure-mgmt-automation",
+    "azure.mgmt.devtestlabs" => "azure-mgmt-devtestlabs",
+    "azure.mgmt.documentdb" => "azure-mgmt-documentdb",
+    "azure.mgmt.scheduler" => "azure-mgmt-scheduler",
+    "azure.mgmt.core" => "azure-mgmt-core",
+    "azure.mgmt.servermanager" => "azure-mgmt-servermanager",
+    "azure.mgmt.batchai" => "azure-mgmt-batchai",
+    "azure.mgmt.extendedlocation" => "azure-mgmt-extendedlocation",
+    "azure.mgmt.digitaltwins" => "azure-mgmt-digitaltwins",
+    "azure.mgmt.appconfiguration" => "azure-mgmt-appconfiguration",
+    "azure.mgmt.edgeorder" => "azure-mgmt-edgeorder",
+    "azure.mgmt.resourcehealth" => "azure-mgmt-resourcehealth",
+    "azure.mgmt.redhatopenshift" => "azure-mgmt-redhatopenshift",
+    "azure.mgmt.appplatform" => "azure-mgmt-appplatform",
+    "azure.mgmt.appcontainers" => "azure-mgmt-appcontainers",
+    "azure.mgmt.elastic" => "azure-mgmt-elastic",
+    "azure.mgmt.dnsresolver" => "azure-mgmt-dnsresolver",
+    "azure.mgmt.containerinstance" => "azure-mgmt-containerinstance",
+    "azure.mgmt.elasticsan" => "azure-mgmt-elasticsan",
+    "azure.mgmt.dns" => "azure-mgmt-dns",
+    "azure.mgmt.redisenterprise" => "azure-mgmt-redisenterprise",
+    "azure.mgmt.servicelinker" => "azure-mgmt-servicelinker",
+    "azure.mgmt.rdbms" => "azure-mgmt-rdbms",
+    "azure.mgmt.batch" => "azure-mgmt-batch",
+    "azure.mgmt.avs" => "azure-mgmt-avs",
+    "azure.mgmt.webpubsub" => "azure-mgmt-webpubsub",
+    "azure.mgmt.desktopvirtualization" => "azure-mgmt-desktopvirtualization",
+    "azure.mgmt.privatedns" => "azure-mgmt-privatedns",
+    "azure.mgmt.hdinsight" => "azure-mgmt-hdinsight",
+    "azure.mgmt.billing" => "azure-mgmt-billing",
+    "azure.mgmt.azurestackhci" => "azure-mgmt-azurestackhci",
+    "azure.mgmt.dataprotection" => "azure-mgmt-dataprotection",
+    "azure.mgmt.search" => "azure-mgmt-search",
+    "azure.mgmt.appcomplianceautomation" => "azure-mgmt-appcomplianceautomation",
+    "azure.mgmt.scvmm" => "azure-mgmt-scvmm",
+    "azure.mgmt.powerbiembedded" => "azure-mgmt-powerbiembedded",
+    "azure.mgmt.imagebuilder" => "azure-mgmt-imagebuilder",
+    "azure.mgmt.storagemover" => "azure-mgmt-storagemover",
+    "azure.mgmt.mobilenetwork" => "azure-mgmt-mobilenetwork",
+    "azure.mgmt.cdn" => "azure-mgmt-cdn",
+    "azure.mgmt.storagecache" => "azure-mgmt-storagecache",
+    "azure.mgmt.maintenance" => "azure-mgmt-maintenance",
+    "azure.mgmt.security" => "azure-mgmt-security",
+    "azure.mgmt.devcenter" => "azure-mgmt-devcenter",
+    "azure.mgmt.support" => "azure-mgmt-support",
+    "azure.mgmt.recoveryservicesbackup" => "azure-mgmt-recoveryservicesbackup",
+    "azure.mgmt.recoveryservices" => "azure-mgmt-recoveryservices",
+    "azure.mgmt.confidentialledger" => "azure-mgmt-confidentialledger",
+    "azure.mgmt.healthcareapis" => "azure-mgmt-healthcareapis",
+    "azure.mgmt.frontdoor" => "azure-mgmt-frontdoor",
+    "azure.mgmt.notificationhubs" => "azure-mgmt-notificationhubs",
+    "azure.mgmt.quantum" => "azure-mgmt-quantum",
+    "azure.mgmt.apimanagement" => "azure-mgmt-apimanagement",
+    "azure.mgmt.communication" => "azure-mgmt-communication",
+    "azure.mgmt.newrelicobservability" => "azure-mgmt-newrelicobservability",
+    "azure.mgmt.confluent" => "azure-mgmt-confluent",
+    "azure.mgmt.chaos" => "azure-mgmt-chaos",
+    "azure.mgmt.recoveryservicessiterecovery" => "azure-mgmt-recoveryservicessiterecovery",
+    "azure.mgmt.servicefabric" => "azure-mgmt-servicefabric",
+    "azure.mgmt.hybridcontainerservice" => "azure-mgmt-hybridcontainerservice",
+    "azure.mgmt.streamanalytics" => "azure-mgmt-streamanalytics",
+    "azure.mgmt.deviceupdate" => "azure-mgmt-deviceupdate",
+    "azure.mgmt.hybridnetwork" => "azure-mgmt-hybridnetwork",
+    "azure.mgmt.dashboard" => "azure-mgmt-dashboard",
+    "azure.mgmt.connectedvmware" => "azure-mgmt-connectedvmware",
+    "azure.mgmt.datadog" => "azure-mgmt-datadog",
+    "azure.mgmt.baremetalinfrastructure" => "azure-mgmt-baremetalinfrastructure",
+    "azure.mgmt.signalr" => "azure-mgmt-signalr",
+    "azure.mgmt.resourcemover" => "azure-mgmt-resourcemover",
+    "azure.mgmt.kubernetesconfiguration" => "azure-mgmt-kubernetesconfiguration",
+    "azure.mgmt.iothub" => "azure-mgmt-iothub",
+    "azure.mgmt.maps" => "azure-mgmt-maps",
+    "azure.mgmt.devspaces" => "azure-mgmt-devspaces",
+    "azure.mgmt.dynatrace" => "azure-mgmt-dynatrace",
+    "azure.mgmt.resourceconnector" => "azure-mgmt-resourceconnector",
+    "azure.mgmt.authorization" => "azure-mgmt-authorization",
+    "azure.mgmt.costmanagement" => "azure-mgmt-costmanagement",
+    "azure.mgmt.databricks" => "azure-mgmt-databricks",
+    "azure.mgmt.graphservices" => "azure-mgmt-graphservices",
+    "azure.mgmt.iothubprovisioningservices" => "azure-mgmt-iothubprovisioningservices",
+    "azure.mgmt.sqlvirtualmachine" => "azure-mgmt-sqlvirtualmachine",
+    "azure.mgmt.trafficmanager" => "azure-mgmt-trafficmanager",
+    "azure.mgmt.agfood" => "azure-mgmt-agfood",
+    "azure.mgmt.azureadb2c" => "azure-mgmt-azureadb2c",
+    "azure.mgmt.voiceservices" => "azure-mgmt-voiceservices",
+    "azure.mgmt.machinelearningservices" => "azure-mgmt-machinelearningservices",
+    "azure.mgmt.workloads" => "azure-mgmt-workloads",
+    "azure.mgmt.reservations" => "azure-mgmt-reservations",
+    "azure.mgmt.orbital" => "azure-mgmt-orbital",
+    "azure.mgmt.defendereasm" => "azure-mgmt-defendereasm",
+    "azure.mgmt.msi" => "azure-mgmt-msi",
+    "azure.mgmt.synapse" => "azure-mgmt-synapse",
+    "azure.mgmt.commerce" => "azure-mgmt-commerce",
+    "azure.mgmt.loadtesting" => "azure-mgmt-loadtesting",
+    "azure.mgmt.botservice" => "azure-mgmt-botservice",
+    "azure.mgmt.media" => "azure-mgmt-media",
+    "azure.mgmt.securitydevops" => "azure-mgmt-securitydevops",
+    "azure.mgmt.policyinsights" => "azure-mgmt-policyinsights",
+    "azure.mgmt.securityinsight" => "azure-mgmt-securityinsight",
+    "azure.mgmt.subscription" => "azure-mgmt-subscription",
+    "azure.mgmt.agrifood" => "azure-mgmt-agrifood",
+    "azure.mgmt.resourcegraph" => "azure-mgmt-resourcegraph",
+    "azure.mgmt.alertsmanagement" => "azure-mgmt-alertsmanagement",
+    "azure.mgmt.labservices" => "azure-mgmt-labservices",
+    "azure.mgmt.fluidrelay" => "azure-mgmt-fluidrelay",
+    "azure.mgmt.automanage" => "azure-mgmt-automanage",
+    "azure.mgmt.billingbenefits" => "azure-mgmt-billingbenefits",
+    "azure.mgmt.education" => "azure-mgmt-education",
+    "azure.mgmt.consumption" => "azure-mgmt-consumption",
+    "azure.mgmt.workloadmonitor" => "azure-mgmt-workloadmonitor",
+    "azure.mgmt.iotcentral" => "azure-mgmt-iotcentral",
+    "azure.mgmt.datamigration" => "azure-mgmt-datamigration",
+    "azure.mgmt.azurearcdata" => "azure-mgmt-azurearcdata",
+    "azure.mgmt.azurestack" => "azure-mgmt-azurestack",
+    "azure.mgmt.networkfunction" => "azure-mgmt-networkfunction",
+    "azure.mgmt.oep" => "azure-mgmt-oep",
+    "azure.mgmt.storagepool" => "azure-mgmt-storagepool",
+    "azure.mgmt.relay" => "azure-mgmt-relay",
+    "azure.mgmt.purview" => "azure-mgmt-purview",
+    "azure.mgmt.vmwarecloudsimple" => "azure-mgmt-vmwarecloudsimple",
+    "azure.mgmt.guestconfig" => "azure-mgmt-guestconfig",
+    "azure.mgmt.testbase" => "azure-mgmt-testbase",
+    "azure.mgmt.logic" => "azure-mgmt-logic",
+    "azure.mgmt.storageimportexport" => "azure-mgmt-storageimportexport",
+    "azure.mgmt.managementpartner" => "azure-mgmt-managementpartner",
+    "azure.mgmt.serialconsole" => "azure-mgmt-serialconsole",
+    "azure.mgmt.portal" => "azure-mgmt-portal",
+    "azure.mgmt.deploymentmanager" => "azure-mgmt-deploymentmanager",
+    "azure.mgmt.machinelearningcompute" => "azure-mgmt-machinelearningcompute",
+    "azure.mgmt.mixedreality" => "azure-mgmt-mixedreality",
+    "azure.mgmt.peering" => "azure-mgmt-peering",
+    "azure.mgmt.storagesync" => "azure-mgmt-storagesync",
+    "azure.mgmt.customproviders" => "azure-mgmt-customproviders",
+    "azure.mgmt.hanaonazure" => "azure-mgmt-hanaonazure",
+    "azure.mgmt.datashare" => "azure-mgmt-datashare",
+    "azure.mgmt.powerbidedicated" => "azure-mgmt-powerbidedicated",
+    "azure.mgmt.timeseriesinsights" => "azure-mgmt-timeseriesinsights",
+    "azure.mgmt.healthbot" => "azure-mgmt-healthbot",
+    "azure.mgmt.attestation" => "azure-mgmt-attestation",
+    "azure.mgmt.advisor" => "azure-mgmt-advisor",
+    "azure.mgmt.operationsmanagement" => "azure-mgmt-operationsmanagement",
+    "azure.mgmt.videoanalyzer" => "azure-mgmt-videoanalyzer",
+    "azure.mgmt.app" => "azure-mgmt-app",
+    "azure.mgmt.changeanalysis" => "azure-mgmt-changeanalysis",
+    "azure.mgmt.regionmove" => "azure-mgmt-regionmove",
+    "azure.mgmt.edgegateway" => "azure-mgmt-edgegateway",
+    "azure.mgmt.nspkg" => "azure-mgmt-nspkg",
+    // Add new entry here ^
+};
+
+/// import x.y.z
+///        ^ replaces x with [?]
+///
+/// Additional rules:
+/// 1. in x "_" are replaced with "-"
+/// 2. If full imports had a hit, this one will not be called
+pub static SHORT_IMPORTS_MAP: PyMap = phf_map! {
+    //  import => requirement
+    "psycopg2" => "psycopg2-binary",
+    "psycopg" => "psycopg[binary, pool]",
+    "yaml" => "pyyaml",
+    "git" => "GitPython",
+    "shopify" => "ShopifyAPI",
+    "seleniumwire" => "selenium-wire",
+    "openbb-terminal" => "openbb[all]",
+    "riskfolio" => "riskfolio-lib",
+    "smb" => "pysmb",
+    "PIL" => "Pillow",
+    "googleapiclient" => "google-api-python-client",
+    "googlecloudbigquery" => "google-cloud-bigquery",
+    "dateutil" => "python-dateutil",
+    "mailparser" => "mail-parser",
+    "mailparser-reply" => "mail-parser-reply",
+    "gitlab" => "python-gitlab",
+    "smbclient" => "smbprotocol",
+    "playhouse" => "peewee",
+    "dns" => "dnspython",
+    "msoffcrypto" => "msoffcrypto-tool",
+    "tabula" => "tabula-py",
+    "shapefile" => "pyshp",
+    "sklearn" => "scikit-learn",
+    "umap" => "umap-learn",
+    "cv2" => "opencv-python",
+    "atlassian" => "atlassian-python-api",
+    "mysql" => "mysql-connector-python",
+    "tenable" => "pytenable",
+    "ns1" => "ns1-python",
+    "pymsql" => "PyMySQL",
+    "haystack" => "haystack-ai",
+    "github" => "PyGithub",
+    "ldap" => "python-ldap",
+    "opensearchpy" => "opensearch-py",
+    "lokalise" => "python-lokalise-api",
+    "msgraph" => "msgraph-sdk",
+    "pythonjsonlogger" => "python-json-logger",
+    "socks" => "PySocks",
+    "taiga" => "python-taiga",
+    "docx" => "python-docx",
+    // Add new entry here ^
+};