Tidier folders

author: Joe Carstairs <jcarstairs@scottlogic.com> 2025-07-28 13:22:53 +0100
committer: Joe Carstairs <jcarstairs@scottlogic.com> 2025-07-28 13:30:27 +0100
commit: 2361adeb0ca77904138e3466d51c2f44cf6df613 (patch)
tree: f6e7192908f99fab62061913d8a1e9d2b918414b /transformers
parent: c7ed1e61ce2218be0b9e60577454124c4e43a366 (diff)
77 files changed, 14104 insertions, 0 deletions
diff --git a/transformers/actualbudget_transformer/actualbudget_fakes/Cargo.toml b/transformers/actualbudget_transformer/actualbudget_fakes/Cargo.toml
new file mode 100644
index 0000000..9521f23
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_fakes/Cargo.toml
@@ -0,0 +1,8 @@
+[package]
+name = "actualbudget_fakes"
+version = "0.1.0"
+edition = "2021"
+
+[dependencies]
+actualbudget_models = { path = "../actualbudget_models" }
+diesel = { workspace = true, features = ["sqlite"] }
diff --git a/transformers/actualbudget_transformer/actualbudget_fakes/src/actualbudget_account.rs b/transformers/actualbudget_transformer/actualbudget_fakes/src/actualbudget_account.rs
new file mode 100644
index 0000000..22d411a
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_fakes/src/actualbudget_account.rs
@@ -0,0 +1,13 @@
+use actualbudget_models::{ActualbudgetAccount, ActualbudgetAccountBuilder};
+
+pub fn make_fake_actualbudget_account(id: &str) -> ActualbudgetAccount {
+    make_fake_actualbudget_account_builder(id).build().unwrap()
+}
+
+pub fn make_fake_actualbudget_account_builder(id: &str) -> ActualbudgetAccountBuilder {
+    let mut builder = ActualbudgetAccountBuilder::default();
+    builder
+        .id(String::from(id))
+        .name(String::from(""));
+    builder
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_fakes/src/actualbudget_category.rs b/transformers/actualbudget_transformer/actualbudget_fakes/src/actualbudget_category.rs
new file mode 100644
index 0000000..84fb32a
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_fakes/src/actualbudget_category.rs
@@ -0,0 +1,13 @@
+use actualbudget_models::{ActualbudgetCategory, ActualbudgetCategoryBuilder};
+
+pub fn make_fake_actualbudget_category(id: &str) -> ActualbudgetCategory {
+    make_fake_actualbudget_category_builder(id).build().unwrap()
+}
+
+pub fn make_fake_actualbudget_category_builder(id: &str) -> ActualbudgetCategoryBuilder {
+    let mut builder = ActualbudgetCategoryBuilder::default();
+    builder
+        .id(String::from(id))
+        .name(String::new());
+    return builder
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_fakes/src/actualbudget_payee.rs b/transformers/actualbudget_transformer/actualbudget_fakes/src/actualbudget_payee.rs
new file mode 100644
index 0000000..e6e9278
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_fakes/src/actualbudget_payee.rs
@@ -0,0 +1,14 @@
+use actualbudget_models::{ActualbudgetPayee, ActualbudgetPayeeBuilder};
+
+pub fn make_fake_actualbudget_payee(id: &str) -> ActualbudgetPayee {
+    make_fake_actualbudget_payee_builder(id).build().unwrap()
+}
+
+pub fn make_fake_actualbudget_payee_builder(id: &str) -> ActualbudgetPayeeBuilder {
+    let mut builder = ActualbudgetPayeeBuilder::default();
+    builder
+        .id(String::from(id))
+        .name(String::from(""))
+        .transfer_account_id(None);
+    builder
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_fakes/src/actualbudget_transaction.rs b/transformers/actualbudget_transformer/actualbudget_fakes/src/actualbudget_transaction.rs
new file mode 100644
index 0000000..548424d
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_fakes/src/actualbudget_transaction.rs
@@ -0,0 +1,22 @@
+use actualbudget_models::{ActualbudgetDate, ActualbudgetTransaction, ActualbudgetTransactionBuilder};
+
+pub fn make_fake_actualbudget_transaction(id: &str) -> ActualbudgetTransaction {
+    make_fake_actualbudget_transaction_builder(id).build().unwrap()
+}
+
+pub fn make_fake_actualbudget_transaction_builder(id: &str) -> ActualbudgetTransactionBuilder {
+    let mut builder = ActualbudgetTransactionBuilder::default();
+    builder
+        .id(String::from(id))
+        .is_parent(false)
+        .is_child(false)
+        .parent_id(None)
+        .account_id(String::from("0"))
+        .category_id(None)
+        .amount(0)
+        .payee(None)
+        .notes(None)
+        .date(ActualbudgetDate::from_i32(19700101))
+        .transfer_id(None);
+    return builder
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_fakes/src/actualbudget_zero_budget.rs b/transformers/actualbudget_transformer/actualbudget_fakes/src/actualbudget_zero_budget.rs
new file mode 100644
index 0000000..4a553fb
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_fakes/src/actualbudget_zero_budget.rs
@@ -0,0 +1,16 @@
+use actualbudget_models::{ActualbudgetZeroBudget, ActualbudgetZeroBudgetBuilder, ActualbudgetDate};
+
+pub fn make_fake_actualbudget_zero_budget(id: &str) -> ActualbudgetZeroBudget {
+    make_fake_actualbudget_zero_budget_builder(id).build().unwrap()
+}
+
+pub fn make_fake_actualbudget_zero_budget_builder(id: &str) -> ActualbudgetZeroBudgetBuilder {
+    let mut builder = ActualbudgetZeroBudgetBuilder::default();
+    builder
+        .id(String::from(id))
+        .month(ActualbudgetDate::from_i32(197001))
+        .category_id(String::from("0"))
+        .amount(0)
+        .do_carry_over(false);
+    return builder
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_fakes/src/lib.rs b/transformers/actualbudget_transformer/actualbudget_fakes/src/lib.rs
new file mode 100644
index 0000000..815c962
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_fakes/src/lib.rs
@@ -0,0 +1,5 @@
+pub mod actualbudget_account;
+pub mod actualbudget_category;
+pub mod actualbudget_payee;
+pub mod actualbudget_transaction;
+pub mod actualbudget_zero_budget;
diff --git a/transformers/actualbudget_transformer/actualbudget_models/Cargo.toml b/transformers/actualbudget_transformer/actualbudget_models/Cargo.toml
new file mode 100644
index 0000000..8bec23b
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_models/Cargo.toml
@@ -0,0 +1,8 @@
+[package]
+name = "actualbudget_models"
+version = "0.1.0"
+edition = "2021"
+
+[dependencies]
+derive_builder = { workspace = true }
+diesel = { workspace = true, features = ["sqlite"] }
diff --git a/transformers/actualbudget_transformer/actualbudget_models/src/actualbudget_account.rs b/transformers/actualbudget_transformer/actualbudget_models/src/actualbudget_account.rs
new file mode 100644
index 0000000..8691ec1
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_models/src/actualbudget_account.rs
@@ -0,0 +1,9 @@
+use derive_builder::Builder;
+use diesel::prelude::{Queryable, Selectable};
+
+#[derive(Builder, Clone, PartialEq, Eq, Queryable, Selectable)]
+#[diesel(table_name = crate::actualbudget_schema::accounts)]
+pub struct ActualbudgetAccount {
+    pub id: String,
+    pub name: String,
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_models/src/actualbudget_category.rs b/transformers/actualbudget_transformer/actualbudget_models/src/actualbudget_category.rs
new file mode 100644
index 0000000..bf35450
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_models/src/actualbudget_category.rs
@@ -0,0 +1,9 @@
+use derive_builder::Builder;
+use diesel::{prelude::Queryable, Selectable};
+
+#[derive(Builder, Clone, Queryable, Selectable)]
+#[diesel(table_name = crate::actualbudget_schema::categories)]
+pub struct ActualbudgetCategory {
+    pub id: String,
+    pub name: String,
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_models/src/actualbudget_date.rs b/transformers/actualbudget_transformer/actualbudget_models/src/actualbudget_date.rs
new file mode 100644
index 0000000..13525fc
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_models/src/actualbudget_date.rs
@@ -0,0 +1,79 @@
+use diesel::{backend::Backend, deserialize::{FromSql, FromSqlRow}, expression::AsExpression, sql_types::Integer, sqlite::Sqlite};
+
+#[derive(Clone, Hash, PartialEq, Eq, Debug, AsExpression, FromSqlRow)]
+#[diesel(sql_type=Integer)]
+pub struct ActualbudgetDate(i32);
+
+#[derive(Clone, PartialOrd, PartialEq, Eq)]
+enum DatePart {
+    MonthOfYear,
+    DayOfMonth,
+}
+
+// actualbudget represents dates as numbers which "look like" the corresponding
+// ISO string when written in decimal. E.g. 20240901 represents 1 Sep 2024. It
+// also uses month specifiers, e.g. 202409 to represent Sep 2024. In this case,
+// we interpret this as the first day of the month, e.g. 2024-09-01.
+
+impl ActualbudgetDate {
+    pub fn to_iso(&self) -> String {
+        format!("{0}-{1}-{2}T00:00:00.000Z", self.year(), self.month(), self.day())
+    }
+
+    pub fn to_iso_date(&self) -> String {
+        format!("{0}-{1}-{2}", self.year(), self.month(), self.day())
+    }
+
+    pub fn year(&self) -> String {
+        self.0.to_string()[0..4].to_string()
+    }
+
+    pub fn month(&self) -> String {
+        self.0.to_string()[4..6].to_string()
+    }
+
+    pub fn day(&self) -> String {
+        match self.date_part() {
+            DatePart::DayOfMonth => self.0.to_string()[6..8].to_string(),
+            DatePart::MonthOfYear => String::from("01"),
+        }
+    }
+
+    pub fn from_i32(i: i32) -> Self {
+        ActualbudgetDate(i)
+    }
+
+    fn date_part(&self) -> DatePart {
+        if self.0 < 10000000 {
+            DatePart::MonthOfYear
+        } else {
+            DatePart::DayOfMonth
+        }
+    }
+
+    fn dayified_value(&self) -> i32 {
+        match self.date_part() {
+            DatePart::DayOfMonth => self.0,
+            DatePart::MonthOfYear => self.0 * 100 + 1,
+        }
+    }
+}
+
+impl Ord for ActualbudgetDate {
+    fn cmp(&self, other: &Self) -> std::cmp::Ordering {
+        self.dayified_value().cmp(&other.dayified_value())
+    }
+}
+
+impl PartialOrd for ActualbudgetDate {
+    fn partial_cmp(&self, other: &Self) -> Option<std::cmp::Ordering> {
+        Some(self.cmp(other))
+    }
+}
+
+impl FromSql<Integer, Sqlite> for ActualbudgetDate {
+    fn from_sql(bytes: <Sqlite as Backend>::RawValue<'_>) -> diesel::deserialize::Result<Self> {
+        let int: i32 = FromSql::<Integer, Sqlite>::from_sql(bytes)?;
+        Ok(ActualbudgetDate(int))
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_models/src/actualbudget_payee.rs b/transformers/actualbudget_transformer/actualbudget_models/src/actualbudget_payee.rs
new file mode 100644
index 0000000..526b73e
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_models/src/actualbudget_payee.rs
@@ -0,0 +1,10 @@
+use derive_builder::Builder;
+use diesel::prelude::{Queryable, Selectable};
+
+#[derive(Builder, Clone, Debug, Queryable, Selectable)]
+#[diesel(table_name = crate::actualbudget_schema::payees)]
+pub struct ActualbudgetPayee {
+    pub id: String,
+    pub name: String,
+    pub transfer_account_id: Option<String>,
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_models/src/actualbudget_schema.rs b/transformers/actualbudget_transformer/actualbudget_models/src/actualbudget_schema.rs
new file mode 100644
index 0000000..4e1ba24
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_models/src/actualbudget_schema.rs
@@ -0,0 +1,66 @@
+diesel::table! {
+    accounts (id) {
+        id -> Text,
+        name -> Text,
+    }
+}
+
+diesel::table! {
+    categories (id) {
+        id -> Text,
+        name -> Text,
+    }
+}
+
+diesel::table! {
+    v_transactions (id) {
+        id -> Text,
+        is_parent -> Bool,
+        is_child -> Bool,
+        parent_id -> Nullable<Text>,
+        #[sql_name = "account"]
+        account_id -> Text,
+        #[sql_name = "category"]
+        category_id -> Nullable<Text>,
+        amount -> Integer,
+        payee -> Nullable<Text>,
+        notes -> Nullable<Text>,
+        date -> Integer,
+        transfer_id -> Nullable<Text>,
+        // imported_id -> Text,
+        // error -> Text,
+        // imported_payee -> Text,
+        // starting_balance_flag -> Integer,
+        // sort_order -> Real,
+        // cleared -> Integer,
+        // reconciled -> Integer,
+        // tombstone -> Integer,
+        // schedule -> Text,
+    }
+}
+
+diesel::table! {
+    payees (id) {
+        id -> Text,
+        name -> Text,
+        #[sql_name = "transfer_acct"]
+        transfer_account_id -> Nullable<Text>,
+        // category -> Nullable<Text>,
+        // favorite -> Bool,
+        // tombstone -> Integer,
+    }
+}
+
+diesel::table! {
+    zero_budgets (id) {
+        id -> Text,
+        month -> Integer,
+        #[sql_name = "category"]
+        category_id -> Text,
+        amount -> Integer,
+        #[sql_name = "carryover"]
+        do_carry_over -> Bool,
+        // goal -> Integer,
+        // long_goal -> Integer,
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_models/src/actualbudget_transaction.rs b/transformers/actualbudget_transformer/actualbudget_models/src/actualbudget_transaction.rs
new file mode 100644
index 0000000..c8ac522
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_models/src/actualbudget_transaction.rs
@@ -0,0 +1,20 @@
+use derive_builder::Builder;
+use diesel::prelude::{Identifiable, Queryable, QueryableByName, Selectable};
+
+use crate::actualbudget_date::ActualbudgetDate;
+
+#[derive(Builder, Debug, PartialEq, Eq, Identifiable, QueryableByName, Queryable, Selectable, Clone)]
+#[diesel(table_name = crate::actualbudget_schema::v_transactions)]
+pub struct ActualbudgetTransaction {
+    pub id: String,
+    pub is_parent: bool,
+    pub is_child: bool,
+    pub parent_id: Option<String>,
+    pub account_id: String,
+    pub category_id: Option<String>,
+    pub amount: i32,
+    pub payee: Option<String>,
+    pub notes: Option<String>,
+    pub date: ActualbudgetDate,
+    pub transfer_id: Option<String>,
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_models/src/actualbudget_zero_budget.rs b/transformers/actualbudget_transformer/actualbudget_models/src/actualbudget_zero_budget.rs
new file mode 100644
index 0000000..e18ccc4
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_models/src/actualbudget_zero_budget.rs
@@ -0,0 +1,14 @@
+use crate::actualbudget_date::ActualbudgetDate;
+use derive_builder::Builder;
+use diesel::{prelude::{Identifiable, Queryable, QueryableByName, Selectable}, sqlite::Sqlite};
+
+#[derive(Builder, Identifiable, QueryableByName, Queryable, Selectable, Clone)]
+#[diesel(table_name = crate::actualbudget_schema::zero_budgets)]
+#[diesel(check_for_backend(Sqlite))]
+pub struct ActualbudgetZeroBudget {
+    pub id: String,
+    pub month: ActualbudgetDate,
+    pub category_id: String,
+    pub amount: i32,
+    pub do_carry_over: bool,
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_models/src/lib.rs b/transformers/actualbudget_transformer/actualbudget_models/src/lib.rs
new file mode 100644
index 0000000..2d7d46c
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_models/src/lib.rs
@@ -0,0 +1,20 @@
+mod actualbudget_account;
+mod actualbudget_category;
+mod actualbudget_date;
+mod actualbudget_payee;
+mod actualbudget_transaction;
+mod actualbudget_zero_budget;
+
+pub mod actualbudget_schema;
+
+pub use actualbudget_account::ActualbudgetAccount;
+pub use actualbudget_account::ActualbudgetAccountBuilder;
+pub use actualbudget_category::ActualbudgetCategory;
+pub use actualbudget_category::ActualbudgetCategoryBuilder;
+pub use actualbudget_date::ActualbudgetDate;
+pub use actualbudget_payee::ActualbudgetPayee;
+pub use actualbudget_payee::ActualbudgetPayeeBuilder;
+pub use actualbudget_transaction::ActualbudgetTransaction;
+pub use actualbudget_transaction::ActualbudgetTransactionBuilder;
+pub use actualbudget_zero_budget::ActualbudgetZeroBudget;
+pub use actualbudget_zero_budget::ActualbudgetZeroBudgetBuilder;
diff --git a/transformers/actualbudget_transformer/actualbudget_models/user_data.sqlite b/transformers/actualbudget_transformer/actualbudget_models/user_data.sqlite
new file mode 100644
index 0000000..e69de29
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_models/user_data.sqlite
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/Cargo.toml b/transformers/actualbudget_transformer/actualbudget_queries/Cargo.toml
new file mode 100644
index 0000000..78fd603
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/Cargo.toml
@@ -0,0 +1,13 @@
+[package]
+name = "actualbudget_queries"
+version = "0.1.0"
+edition = "2021"
+
+[dependencies]
+actualbudget_models = { path = "../actualbudget_models" }
+actualbudget_schema = { path = "../actualbudget_schema" }
+anyhow = { workspace = true }
+diesel = { workspace = true }
+
+[dev-dependencies]
+libsqlite3-sys = { workspace = true, features = ["bundled"] }
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/README.md b/transformers/actualbudget_transformer/actualbudget_queries/README.md
new file mode 100644
index 0000000..39df4cf
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/README.md
@@ -0,0 +1,72 @@
+# Actualbudget Queries
+
+This is a Rust library defining queries for querying an Actualbudget database
+export.
+
+## Creating the test database
+
+To re-create the test database from scratch:
+
+1. Open an instance of Actualbudget
+2. Start a new file
+3. Add a new local account, called 'My bank account', with an initial balance of
+   1200.00
+4. Add a new local account, called 'My cash account', with an initial balance of
+   45.10
+5. Add a new local account, called 'Category transfers', with an initial balance
+   of nil
+6. Move the Starting Balance transaction for both to 1 Aug 2024
+7. Go to the Budgets tab
+8. Adjust the budgets for the existing categories for August 2024:
+
+- Usual Expenses, under which:
+  - Food: 200
+  - General: 100
+  - Bills: 125
+  - Bills (flexible): 25
+- Investments and Savings, under which:
+  - Savings: 400
+
+9. Add transactions for Income for 846.46 in the 'My bank account' on 21 Aug,
+   Sept, Oct and Nov 2024, with the 'Note' column set to 'Salary', ticking the
+   'cleared' box
+10. On 10 Sept 2024, add a transaction in 'My bank account' transferring 80.00
+    to 'My cash account' with no Note, and tick the 'cleared' box
+11. Add transactions for 200.00 to 'Tesco' in 'My bank account', categorised as
+    'Food', for 8 Aug, Sept, Oct, and Nov 2024
+12. In the 'Category transfers' account, add a transaction for 23rd Oct 2024,
+    transferring 120.00 from 'Savings' to 'General'
+13. Export the database by going to Settings > Export data
+14. Download the resulting ZIP archive
+15. Extract `db.sqlite` and `metadata.json`
+16. Move them to
+    `actualbudget_queries/tests/resources/actualbudget_test_db.sqlite` and
+    `actualbudget_queries/tests/resources/actualbudget_test_db_metadata.json`
+    respectively, overwriting the files which are already there
+17. Format the JSON in `actualbudget_test_db_metadata.json` to minimise diffs
+
+## Updating the test database
+
+To make a change to the test database:
+
+1. Make a copy of `actualbudget_test_db_metadata.json` and rename it to
+   `metadata.json`
+2. Make a copy of `actualbudget_test_db.sqlite` and rename it to `db.sqlite`
+3. Compress these files together in a `.zip` archive
+4. Open an instance of Actualbudget
+5. If you have a file open, close it
+6. Choose 'Import file'
+7. Choose to import an 'Actual' file
+8. Choose the ZIP archive you just made
+9. This should open the file
+10. Make your edits
+11. Document your edits in
+    [the database creation guide](#creating-the-test-database)
+12. Export the database by going to Settings > Export data
+13. Download the resulting ZIP archive
+14. Extract the `.sqlite` database file
+15. Move them to
+    `actualbudget_queries/tests/resources/actualbudget_test_db.sqlite` and
+    `actualbudget_queries/tests/resources/actualbudget_test_db_metadata.json`
+    respectively, overwriting the files which are already there
+16. Format the JSON in `actualbudget_test_db_metadata.json` to minimise diffs
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/src/actualbudget_accounts.rs b/transformers/actualbudget_transformer/actualbudget_queries/src/actualbudget_accounts.rs
new file mode 100644
index 0000000..d499208
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/src/actualbudget_accounts.rs
@@ -0,0 +1,25 @@
+use actualbudget_models::ActualbudgetAccount;
+use actualbudget_schema::actualbudget_schema::accounts::{
+    self as accounts_schema,
+    dsl::accounts as accounts_table,
+};
+use anyhow::{Context, Result};
+use diesel::{ExpressionMethods, OptionalExtension, QueryDsl, RunQueryDsl, SelectableHelper, SqliteConnection};
+
+pub fn get_all_actualbudget_accounts(connection: &mut SqliteConnection) -> Result<Vec<ActualbudgetAccount>> {
+    let actualbudget_accounts = accounts_table
+        .select(ActualbudgetAccount::as_select())
+        .load(connection)
+        .with_context(|| "failed to get all Actualbudget accounts")?;
+    Ok(actualbudget_accounts)
+}
+
+pub fn get_category_transfers_account(connection: &mut SqliteConnection) -> Result<Option<ActualbudgetAccount>> {
+    let category_transfers_account = accounts_table
+        .filter(accounts_schema::name.eq("Category transfers"))
+        .select(ActualbudgetAccount::as_select())
+        .first(connection)
+        .optional()
+        .with_context(|| "failed to get Category Transfers account")?;
+    Ok(category_transfers_account)
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/src/actualbudget_categories.rs b/transformers/actualbudget_transformer/actualbudget_queries/src/actualbudget_categories.rs
new file mode 100644
index 0000000..846faf5
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/src/actualbudget_categories.rs
@@ -0,0 +1,7 @@
+use actualbudget_models::ActualbudgetCategory;
+use actualbudget_schema::actualbudget_schema::categories::dsl::categories;
+use diesel::{result::Error, QueryDsl, RunQueryDsl, SelectableHelper, SqliteConnection};
+
+pub fn get_all_actualbudget_categories(connection: &mut SqliteConnection) -> Result<Vec<ActualbudgetCategory>, Error> {
+    categories.select(ActualbudgetCategory::as_select()).load(connection)
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/src/actualbudget_payees.rs b/transformers/actualbudget_transformer/actualbudget_queries/src/actualbudget_payees.rs
new file mode 100644
index 0000000..d5b0c5f
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/src/actualbudget_payees.rs
@@ -0,0 +1,13 @@
+use actualbudget_models::ActualbudgetPayee;
+use actualbudget_schema::actualbudget_schema::payees::dsl::payees;
+use anyhow::{Result, Context};
+use diesel::{QueryDsl, RunQueryDsl, SelectableHelper, SqliteConnection};
+
+pub fn get_all_actualbudget_payees(
+    connection: &mut SqliteConnection,
+) -> Result<Vec<ActualbudgetPayee>> {
+    payees
+        .select(ActualbudgetPayee::as_select())
+        .load(connection)
+        .with_context(|| "failed to get actualbudget payees")
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/src/actualbudget_transactions.rs b/transformers/actualbudget_transformer/actualbudget_queries/src/actualbudget_transactions.rs
new file mode 100644
index 0000000..4dc38e8
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/src/actualbudget_transactions.rs
@@ -0,0 +1,23 @@
+use actualbudget_models::{ActualbudgetDate, ActualbudgetTransaction};
+use actualbudget_schema::actualbudget_schema::v_transactions::{
+    self as transactions_schema,
+    dsl::v_transactions as transactions_table,
+};
+use anyhow::{Context, Result};
+use diesel::{dsl::min, result::Error, QueryDsl, RunQueryDsl, SelectableHelper, SqliteConnection};
+
+pub fn get_all_actualbudget_transactions(connection: &mut SqliteConnection) -> Result<Vec<ActualbudgetTransaction>> {
+    let actualbudget_transactions = transactions_table
+        .select(ActualbudgetTransaction::as_select())
+        .load(connection)
+        .with_context(|| "failed to get all Actualbudget transactions")?;
+    Ok(actualbudget_transactions)
+}
+
+pub fn get_first_actualbudget_transaction_date(connection: &mut SqliteConnection) -> Result<ActualbudgetDate> {
+    let date_as_int = transactions_table
+        .select(min(transactions_schema::date))
+        .first::<Option<i32>>(connection)
+        .map_or_else(|e| Err(e), |o| o.map_or_else(|| Err(Error::NotFound), |i| Ok(i)))?;
+    Ok(ActualbudgetDate::from_i32(date_as_int))
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/src/actualbudget_zero_budgets.rs b/transformers/actualbudget_transformer/actualbudget_queries/src/actualbudget_zero_budgets.rs
new file mode 100644
index 0000000..5ae4055
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/src/actualbudget_zero_budgets.rs
@@ -0,0 +1,20 @@
+use anyhow::{Context, Result};
+use actualbudget_models::{actualbudget_schema::zero_budgets as zero_budgets_schema, ActualbudgetDate, ActualbudgetZeroBudget};
+use actualbudget_schema::actualbudget_schema::zero_budgets::dsl::zero_budgets as zero_budgets_table;
+use diesel::{dsl::min, result::Error, QueryDsl, RunQueryDsl, SelectableHelper, SqliteConnection};
+
+pub fn get_all_actualbudget_zero_budgets(connection: &mut SqliteConnection) -> Result<Vec<ActualbudgetZeroBudget>> {
+    let zero_budgets = zero_budgets_table
+        .select(ActualbudgetZeroBudget::as_select())
+        .load(connection)
+        .with_context(|| "failed to get all Actualbudget zero budgets")?;
+    Ok(zero_budgets)
+}
+
+pub fn get_first_zero_budget_date(connection: &mut SqliteConnection) -> Result<ActualbudgetDate> {
+    let date_as_int = zero_budgets_table
+        .select(min(zero_budgets_schema::month))
+        .first::<Option<i32>>(connection)
+        .map_or_else(|e| Err(e), |o| o.map_or_else(|| Err(Error::NotFound), |i| Ok(i)))?;
+    Ok(ActualbudgetDate::from_i32(date_as_int))
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/src/lib.rs b/transformers/actualbudget_transformer/actualbudget_queries/src/lib.rs
new file mode 100644
index 0000000..ca3f6ea
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/src/lib.rs
@@ -0,0 +1,5 @@
+pub mod actualbudget_accounts;
+pub mod actualbudget_categories;
+pub mod actualbudget_payees;
+pub mod actualbudget_transactions;
+pub mod actualbudget_zero_budgets;
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/tests/actualbudget_accounts.rs b/transformers/actualbudget_transformer/actualbudget_queries/tests/actualbudget_accounts.rs
new file mode 100644
index 0000000..954cac1
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/tests/actualbudget_accounts.rs
@@ -0,0 +1,32 @@
+pub mod common;
+
+use actualbudget_queries::actualbudget_accounts::{get_all_actualbudget_accounts, get_category_transfers_account};
+use common::{account_names::ACCOUNT_NAMES, db_url::DB_URL};
+use diesel::{Connection, SqliteConnection};
+
+#[test]
+fn given_test_database_when_get_all_accounts_then_return_accounts() {
+    let connection = &mut SqliteConnection::establish(DB_URL).unwrap();
+
+    let accounts = get_all_actualbudget_accounts(connection);
+
+    assert!(accounts.is_ok());
+    let accounts = accounts.unwrap();
+    assert_eq!(ACCOUNT_NAMES.len(), accounts.len());
+    for account_name in ACCOUNT_NAMES {
+        assert!(accounts.iter().any(|a| a.name.as_str() == *account_name));
+    }
+}
+
+#[test]
+fn given_test_database_when_get_category_transfer_account_then_return_category_transfer_account() {
+    let connection = &mut SqliteConnection::establish(DB_URL).unwrap();
+
+    let account = get_category_transfers_account(connection);
+
+    assert!(account.is_ok());
+    let account = account.unwrap();
+    assert!(account.is_some());
+    let account = account.unwrap();
+    assert!(account.name == "Category transfers");
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/tests/actualbudget_categories.rs b/transformers/actualbudget_transformer/actualbudget_queries/tests/actualbudget_categories.rs
new file mode 100644
index 0000000..27c17c8
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/tests/actualbudget_categories.rs
@@ -0,0 +1,19 @@
+pub mod common;
+
+use actualbudget_queries::actualbudget_categories::get_all_actualbudget_categories;
+use common::{category_names::CATEGORY_NAMES, db_url::DB_URL};
+use diesel::{Connection, SqliteConnection};
+
+#[test]
+fn given_test_database_when_get_all_categories_then_return_categories() {
+    let connection = &mut SqliteConnection::establish(DB_URL).unwrap();
+
+    let categories = get_all_actualbudget_categories(connection);
+
+    assert!(categories.is_ok());
+    let categories = categories.unwrap();
+    assert_eq!(CATEGORY_NAMES.len(), categories.len());
+    for &category_name in CATEGORY_NAMES {
+        assert!(categories.iter().any(|a| a.name.as_str() == category_name));
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/tests/actualbudget_payees.rs b/transformers/actualbudget_transformer/actualbudget_queries/tests/actualbudget_payees.rs
new file mode 100644
index 0000000..acf5c4e
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/tests/actualbudget_payees.rs
@@ -0,0 +1,25 @@
+pub mod common;
+
+use actualbudget_queries::actualbudget_payees::get_all_actualbudget_payees;
+use common::{db_url::DB_URL, get_reference_data::get_accounts, payee_matchers::get_payee_matchers};
+use diesel::{Connection, SqliteConnection};
+
+#[test]
+fn given_test_database_when_get_all_payees_then_return_payees() {
+    let connection = &mut SqliteConnection::establish(DB_URL).unwrap();
+    let accounts = get_accounts(connection);
+
+    let payees = get_all_actualbudget_payees(connection);
+
+    assert!(payees.is_ok());
+    let payees = payees.unwrap();
+    let payee_matchers = get_payee_matchers();
+    assert_eq!(payee_matchers.len(), payees.len());
+    for payee in payees {
+        assert!(
+            payee_matchers.iter().any(|payee_matcher| payee_matcher(&payee, &accounts)),
+            "no match found for payee {:?}",
+            payee,
+        );
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/tests/actualbudget_transactions.rs b/transformers/actualbudget_transformer/actualbudget_queries/tests/actualbudget_transactions.rs
new file mode 100644
index 0000000..c9d72a9
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/tests/actualbudget_transactions.rs
@@ -0,0 +1,38 @@
+pub mod common;
+
+use actualbudget_queries::actualbudget_transactions::{get_all_actualbudget_transactions, get_first_actualbudget_transaction_date};
+use common::{db_url::DB_URL, get_reference_data::{get_accounts, get_categories}, transaction_matchers::get_transaction_matchers};
+use diesel::{Connection, SqliteConnection};
+
+#[test]
+fn given_test_database_when_get_all_transactions_then_return_transactions() {
+    let connection = &mut SqliteConnection::establish(DB_URL).unwrap();
+    let accounts = get_accounts(connection);
+    let categories = get_categories(connection);
+
+    let transactions = get_all_actualbudget_transactions(connection);
+
+    assert!(transactions.is_ok());
+    let transactions = transactions.unwrap();
+    let transaction_matchers = get_transaction_matchers();
+    assert_eq!(transaction_matchers.len(), transactions.len());
+    for transaction in transactions {
+        let any_match = transaction_matchers.iter().any(|transaction_matcher|
+            transaction_matcher(&transaction, &accounts, &categories)
+        );
+        assert!(any_match, "no match found for transaction {:?}", transaction);
+    }
+}
+
+#[test]
+fn given_test_database_when_get_first_transaction_date_then_return_01_aug_2024() {
+    let connection = &mut SqliteConnection::establish(DB_URL).unwrap();
+
+    let date = get_first_actualbudget_transaction_date(connection);
+
+    assert!(date.is_ok());
+    let date = date.unwrap();
+    assert_eq!("01", date.day());
+    assert_eq!("08", date.month());
+    assert_eq!("2024", date.year());
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/tests/actualbudget_zero_budgets.rs b/transformers/actualbudget_transformer/actualbudget_queries/tests/actualbudget_zero_budgets.rs
new file mode 100644
index 0000000..7218227
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/tests/actualbudget_zero_budgets.rs
@@ -0,0 +1,34 @@
+pub mod common;
+
+use actualbudget_queries::actualbudget_zero_budgets::{get_all_actualbudget_zero_budgets, get_first_zero_budget_date};
+use common::{db_url::DB_URL, get_reference_data::get_categories, zero_budget_matchers::get_zero_budget_matchers};
+use diesel::{Connection, SqliteConnection};
+
+#[test]
+fn given_test_database_when_get_all_zero_budgets_then_return_zero_budgets() {
+    let connection = &mut SqliteConnection::establish(DB_URL).unwrap();
+    let categories = get_categories(connection);
+
+    let zero_budgets = get_all_actualbudget_zero_budgets(connection);
+
+    assert!(zero_budgets.is_ok());
+    let zero_budgets = zero_budgets.unwrap();
+    let zero_budget_matchers = get_zero_budget_matchers();
+    assert_eq!(zero_budget_matchers.len(), zero_budgets.len());
+    for matcher in zero_budget_matchers {
+        assert!(zero_budgets.iter().any(|zb| matcher(zb, &categories)))
+    }
+}
+
+#[test]
+fn given_test_database_when_get_first_zero_budget_date_then_return_1_aug_2024() {
+    let connection = &mut SqliteConnection::establish(DB_URL).unwrap();
+
+    let date = get_first_zero_budget_date(connection);
+
+    assert!(date.is_ok());
+    let date = date.unwrap();
+    assert_eq!("01", date.day());
+    assert_eq!("08", date.month());
+    assert_eq!("2024", date.year());
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/tests/common/account_names.rs b/transformers/actualbudget_transformer/actualbudget_queries/tests/common/account_names.rs
new file mode 100644
index 0000000..1abee4b
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/tests/common/account_names.rs
@@ -0,0 +1,17 @@
+pub const ACCOUNT_NAMES: &[&'static str] = &[
+    "My bank account",
+    "My cash account",
+    "Category transfers",
+];
+
+pub struct AccountNamesDict {
+    pub bank_account: &'static str,
+    pub cash_account: &'static str,
+    pub transfers_account: &'static str,
+}
+
+pub const ACCOUNT_NAMES_DICT: AccountNamesDict = AccountNamesDict {
+    bank_account: ACCOUNT_NAMES[0],
+    cash_account: ACCOUNT_NAMES[1],
+    transfers_account: ACCOUNT_NAMES[2],
+};
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/tests/common/category_names.rs b/transformers/actualbudget_transformer/actualbudget_queries/tests/common/category_names.rs
new file mode 100644
index 0000000..a2f7d84
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/tests/common/category_names.rs
@@ -0,0 +1,29 @@
+pub const CATEGORY_NAMES: &[&'static str] = &[
+    "Food",
+    "General",
+    "Bills",
+    "Bills (Flexible)",
+    "Savings",
+    "Starting Balances",
+    "Income",
+];
+
+pub struct CategoryNamesDict {
+    pub food: &'static str,
+    pub general: &'static str,
+    pub bills: &'static str,
+    pub bills_flexible: &'static str,
+    pub savings: &'static str,
+    pub starting_balances: &'static str,
+    pub income: &'static str,
+}
+
+pub const CATEGORY_NAMES_DICT: CategoryNamesDict = CategoryNamesDict {
+    food: CATEGORY_NAMES[0],
+    general: CATEGORY_NAMES[1],
+    bills: CATEGORY_NAMES[2],
+    bills_flexible: CATEGORY_NAMES[3],
+    savings: CATEGORY_NAMES[4],
+    starting_balances: CATEGORY_NAMES[5],
+    income: CATEGORY_NAMES[6],
+};
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/tests/common/db_url.rs b/transformers/actualbudget_transformer/actualbudget_queries/tests/common/db_url.rs
new file mode 100644
index 0000000..ff778a8
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/tests/common/db_url.rs
@@ -0,0 +1 @@
+pub const DB_URL: &str = "tests/resources/actualbudget_test_db.sqlite";
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/tests/common/get_reference_data.rs b/transformers/actualbudget_transformer/actualbudget_queries/tests/common/get_reference_data.rs
new file mode 100644
index 0000000..0d4f19c
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/tests/common/get_reference_data.rs
@@ -0,0 +1,45 @@
+use std::collections::HashMap;
+
+use actualbudget_models::{ActualbudgetAccount, ActualbudgetCategory};
+use actualbudget_queries::{actualbudget_accounts::get_all_actualbudget_accounts, actualbudget_categories::get_all_actualbudget_categories};
+use diesel::SqliteConnection;
+
+use super::{account_names::ACCOUNT_NAMES, category_names::CATEGORY_NAMES};
+
+pub fn get_accounts(connection: &mut SqliteConnection) -> HashMap<String, ActualbudgetAccount> {
+    let accounts = get_all_actualbudget_accounts(connection).expect("failed to get accounts");
+    let mut accounts_hash_map = HashMap::new();
+
+    for &account_name in ACCOUNT_NAMES {
+        let account = accounts
+            .clone()
+            .into_iter()
+            .find(|a| a.name.as_str() == account_name)
+            .expect(&format!("failed to get account: {}", account_name));
+        accounts_hash_map.insert(
+            String::from(account_name),
+            account,
+        );
+    }
+
+    accounts_hash_map
+}
+
+pub fn get_categories(connection: &mut SqliteConnection) -> HashMap<String, ActualbudgetCategory> {
+    let categories = get_all_actualbudget_categories(connection).expect("failed to get categories");
+    let mut categories_hash_map = HashMap::new();
+
+    for &category_name in CATEGORY_NAMES {
+        let category = categories
+            .clone()
+            .into_iter()
+            .find(|a| a.name.as_str() == category_name)
+            .expect(&format!("failed to get category: {}", category_name));
+        categories_hash_map.insert(
+            String::from(category_name),
+            category,
+        );
+    }
+
+    categories_hash_map
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/tests/common/mod.rs b/transformers/actualbudget_transformer/actualbudget_queries/tests/common/mod.rs
new file mode 100644
index 0000000..b19b061
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/tests/common/mod.rs
@@ -0,0 +1,8 @@
+pub mod account_names;
+pub mod category_names;
+pub mod db_url;
+pub mod get_reference_data;
+pub mod payee_matchers;
+pub mod payee_names;
+pub mod transaction_matchers;
+pub mod zero_budget_matchers;
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/tests/common/payee_matchers.rs b/transformers/actualbudget_transformer/actualbudget_queries/tests/common/payee_matchers.rs
new file mode 100644
index 0000000..ccba204
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/tests/common/payee_matchers.rs
@@ -0,0 +1,124 @@
+use std::collections::HashMap;
+
+use actualbudget_models::{ActualbudgetAccount, ActualbudgetPayee};
+use anyhow::Context;
+
+use super::{account_names::ACCOUNT_NAMES_DICT, payee_names::PAYEE_NAMES_DICT};
+
+pub fn get_payee_matchers(
+) -> Vec<Box<dyn Fn(&ActualbudgetPayee, &HashMap<String, ActualbudgetAccount>) -> bool>> {
+    vec![
+        Box::new(|p, a| matches_bank_account_transfer_account(p, a)),
+        Box::new(|p, a| matches_cash_account_transfer_account(p, a)),
+        Box::new(|p, a| matches_category_transfers_transfer_account(p, a)),
+        Box::new(|p, a| matches_starting_balances(p, a)),
+        Box::new(|p, a| matches_employer(p, a)),
+        Box::new(|p, a| matches_tesco(p, a)),
+    ]
+}
+
+fn matches_bank_account_transfer_account(
+    payee: &ActualbudgetPayee,
+    accounts: &HashMap<String, ActualbudgetAccount>,
+) -> bool {
+    let bank_account = accounts
+        .get(ACCOUNT_NAMES_DICT.bank_account)
+        .with_context(|| "failed to get bank account")
+        .unwrap();
+
+    match payee {
+        ActualbudgetPayee {
+            name,
+            transfer_account_id,
+            ..
+        } => name == ""
+            && transfer_account_id.clone().is_some_and(
+                |account_id| account_id == bank_account.id,
+            ),
+    }
+}
+
+fn matches_cash_account_transfer_account(
+    payee: &ActualbudgetPayee,
+    accounts: &HashMap<String, ActualbudgetAccount>,
+) -> bool {
+    let cash_account = accounts
+        .get(ACCOUNT_NAMES_DICT.cash_account)
+        .with_context(|| "failed to find cash account")
+        .unwrap();
+
+    match payee {
+        ActualbudgetPayee {
+            name,
+            transfer_account_id,
+            ..
+        } => name == ""
+            && transfer_account_id.clone().is_some_and(
+                |account_id| account_id == cash_account.id,
+            ),
+    }
+}
+
+fn matches_category_transfers_transfer_account(
+    payee: &ActualbudgetPayee,
+    accounts: &HashMap<String, ActualbudgetAccount>,
+) -> bool {
+    let category_transfers_account = accounts
+        .get(ACCOUNT_NAMES_DICT.transfers_account)
+        .with_context(|| "failed to find category transfers account")
+        .unwrap();
+
+    match payee {
+        ActualbudgetPayee {
+            name,
+            transfer_account_id,
+            ..
+        } => name == ""
+            && transfer_account_id.clone().is_some_and(
+                |account_id| account_id == category_transfers_account.id,
+            ),
+    }
+}
+
+fn matches_starting_balances(
+    payee: &ActualbudgetPayee,
+    _accounts: &HashMap<String, ActualbudgetAccount>,
+) -> bool {
+    match payee {
+        ActualbudgetPayee {
+            name,
+            transfer_account_id,
+            ..
+        } => transfer_account_id.is_none()
+            && name.clone() == PAYEE_NAMES_DICT.starting_balances,
+    }
+}
+
+fn matches_employer(
+    payee: &ActualbudgetPayee,
+    _accounts: &HashMap<String, ActualbudgetAccount>,
+) -> bool {
+    match payee {
+        ActualbudgetPayee {
+            name,
+            transfer_account_id,
+            ..
+        } => transfer_account_id.is_none()
+            && name == PAYEE_NAMES_DICT.employer,
+    }
+}
+
+
+fn matches_tesco(
+    payee: &ActualbudgetPayee,
+    _accounts: &HashMap<String, ActualbudgetAccount>,
+) -> bool {
+    match payee {
+        ActualbudgetPayee {
+            name,
+            transfer_account_id,
+            ..
+        } => transfer_account_id.is_none()
+            && name == PAYEE_NAMES_DICT.tesco,
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/tests/common/payee_names.rs b/transformers/actualbudget_transformer/actualbudget_queries/tests/common/payee_names.rs
new file mode 100644
index 0000000..42b6024
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/tests/common/payee_names.rs
@@ -0,0 +1,17 @@
+pub const PAYEE_NAMES: &[&'static str] = &[
+    "Starting Balance",
+    "Employer Ltd",
+    "Tesco",
+];
+
+pub struct PayeeNamesDict {
+    pub starting_balances: &'static str,
+    pub employer: &'static str,
+    pub tesco: &'static str,
+}
+
+pub const PAYEE_NAMES_DICT: PayeeNamesDict = PayeeNamesDict {
+    starting_balances: PAYEE_NAMES[0],
+    employer: PAYEE_NAMES[1],
+    tesco: PAYEE_NAMES[2],
+};
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/tests/common/transaction_matchers.rs b/transformers/actualbudget_transformer/actualbudget_queries/tests/common/transaction_matchers.rs
new file mode 100644
index 0000000..2620da5
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/tests/common/transaction_matchers.rs
@@ -0,0 +1,315 @@
+use std::collections::HashMap;
+
+use actualbudget_models::{ActualbudgetAccount, ActualbudgetCategory, ActualbudgetTransaction};
+
+use super::{account_names::ACCOUNT_NAMES_DICT, category_names::CATEGORY_NAMES_DICT};
+
+pub fn get_transaction_matchers() -> Vec<Box<dyn Fn(&ActualbudgetTransaction, &HashMap<String, ActualbudgetAccount>, &HashMap<String, ActualbudgetCategory>) -> bool>> {
+    vec![
+        Box::new(|t, a, c| matches_bank_account_initial_transaction(t, a, c)),
+        Box::new(|t, a, c| matches_cash_account_initial_transaction(t, a, c)),
+        Box::new(|t, a, c| matches_income_transaction(t, a, c, "08")),
+        Box::new(|t, a, c| matches_income_transaction(t, a, c, "09")),
+        Box::new(|t, a, c| matches_income_transaction(t, a, c, "10")),
+        Box::new(|t, a, c| matches_income_transaction(t, a, c, "11")),
+        Box::new(|t, a, c| matches_food_transaction(t, a, c, "08")),
+        Box::new(|t, a, c| matches_food_transaction(t, a, c, "09")),
+        Box::new(|t, a, c| matches_food_transaction(t, a, c, "10")),
+        Box::new(|t, a, c| matches_food_transaction(t, a, c, "11")),
+        Box::new(|t, a, c| matches_category_transfer_parent_transaction(t, a, c)),
+        Box::new(|t, a, c| matches_category_transfer_child_out_transaction(t, a, c)),
+        Box::new(|t, a, c| matches_category_transfer_child_in_transaction(t, a, c)),
+        Box::new(|t, a, c| matches_account_transfer_out_transaction(t, a, c)),
+        Box::new(|t, a, c| matches_account_transfer_in_transaction(t, a, c)),
+    ]
+}
+
+fn matches_bank_account_initial_transaction(
+    t: &ActualbudgetTransaction,
+    accounts: &HashMap<String, ActualbudgetAccount>,
+    categories: &HashMap<String, ActualbudgetCategory>,
+) -> bool {
+    let bank_account_id = accounts
+        .get(ACCOUNT_NAMES_DICT.bank_account)
+        .expect("failed to find bank account")
+        .id
+        .clone();
+
+    let starting_balances_category_id = categories
+        .get(CATEGORY_NAMES_DICT.starting_balances)
+        .expect("failed to find starting balances category")
+        .id
+        .clone();
+
+    match t {
+        ActualbudgetTransaction {
+            is_parent: false,
+            is_child: false,
+            parent_id: None,
+            account_id,
+            category_id: Some(category_id),
+            amount: 1200_00,
+            date,
+            ..
+        } => *account_id == bank_account_id
+            && *category_id == starting_balances_category_id
+            && date.to_iso().get(0..10) == Some("2024-08-01"),
+        _ => false,
+    }
+}
+
+fn matches_cash_account_initial_transaction(
+    t: &ActualbudgetTransaction,
+    accounts: &HashMap<String, ActualbudgetAccount>,
+    categories: &HashMap<String, ActualbudgetCategory>,
+) -> bool {
+    let bank_account_id = accounts
+        .get(ACCOUNT_NAMES_DICT.cash_account)
+        .expect("failed to find cash account")
+        .id
+        .clone();
+
+    let starting_balances_category_id = categories
+        .get(CATEGORY_NAMES_DICT.starting_balances)
+        .expect("failed to find starting balances category")
+        .id
+        .clone();
+
+    match t {
+        ActualbudgetTransaction {
+            is_parent: false,
+            is_child: false,
+            parent_id: None,
+            account_id,
+            category_id: Some(category_id),
+            amount: 45_10,
+            date,
+            ..
+        } => *account_id == bank_account_id
+            && *category_id == starting_balances_category_id
+            && date.to_iso().get(0..10) == Some("2024-08-01"),
+        _ => false,
+    }
+}
+
+fn matches_income_transaction(
+    t: &ActualbudgetTransaction,
+    accounts: &HashMap<String, ActualbudgetAccount>,
+    categories: &HashMap<String, ActualbudgetCategory>,
+    month: &str,
+) -> bool {
+    let bank_account_id = accounts
+        .get(ACCOUNT_NAMES_DICT.bank_account)
+        .expect("failed to find bank account")
+        .id
+        .clone();
+
+    let income_category_id = categories
+        .get(CATEGORY_NAMES_DICT.income)
+        .expect("failed to find income category")
+        .id
+        .clone();
+
+    match t {
+        ActualbudgetTransaction {
+            is_parent: false,
+            is_child: false,
+            parent_id: None,
+            account_id,
+            category_id,
+            amount: 846_46,
+            date,
+            notes: Some(notes),
+            ..
+        } =>
+            *account_id == bank_account_id
+                && *category_id == Some(income_category_id)
+                && date.to_iso().get(0..10) == Some(format!("2024-{}-21", month).as_str())
+                && *notes == String::from("Salary"),
+        _ => false,
+    }
+}
+
+fn matches_food_transaction(
+    t: &ActualbudgetTransaction,
+    accounts: &HashMap<String, ActualbudgetAccount>,
+    categories: &HashMap<String, ActualbudgetCategory>,
+    month: &str,
+) -> bool {
+    let bank_account_id = accounts
+        .get(ACCOUNT_NAMES_DICT.bank_account)
+        .expect("failed to find bank account")
+        .id
+        .clone();
+
+    let income_category_id = categories
+        .get(CATEGORY_NAMES_DICT.food)
+        .expect("failed to find food category")
+        .id
+        .clone();
+
+    match t {
+        ActualbudgetTransaction {
+            is_parent: false,
+            is_child: false,
+            parent_id: None,
+            account_id,
+            category_id,
+            amount: -200_00,
+            date,
+            ..
+            } => *account_id == bank_account_id
+            && *category_id == Some(income_category_id)
+            && date.to_iso().get(0..10) == Some(format!("2024-{}-08", month).as_str()),
+        _ => false,
+    }
+}
+
+fn matches_category_transfer_parent_transaction(
+    t: &ActualbudgetTransaction,
+    accounts: &HashMap<String, ActualbudgetAccount>,
+    _categories: &HashMap<String, ActualbudgetCategory>,
+) -> bool {
+    let category_transfers_account_id = accounts
+        .get(ACCOUNT_NAMES_DICT.transfers_account)
+        .expect("failed to find transfers account")
+        .id
+        .clone();
+
+    match t {
+        ActualbudgetTransaction {
+            is_parent: true,
+            is_child: false,
+            parent_id: None,
+            account_id,
+            category_id: None,
+            amount: 0,
+            date,
+            ..
+            } => *account_id == category_transfers_account_id
+            && date.to_iso().get(0..10) == Some("2024-10-23"),
+        _ => false,
+    }
+}
+
+fn matches_category_transfer_child_out_transaction(
+    t: &ActualbudgetTransaction,
+    accounts: &HashMap<String, ActualbudgetAccount>,
+    categories: &HashMap<String, ActualbudgetCategory>,
+) -> bool {
+    let category_transfers_account_id = accounts
+        .get(ACCOUNT_NAMES_DICT.transfers_account)
+        .expect("failed to find transfers account")
+        .id
+        .clone();
+
+    let savings_category_id = categories
+        .get(CATEGORY_NAMES_DICT.savings)
+        .expect("failed to find savings category")
+        .id
+        .clone();
+
+    match t {
+        ActualbudgetTransaction {
+            is_parent: false,
+            is_child: true,
+            parent_id: Some(_),
+            account_id,
+            category_id: Some(category_id),
+            amount: -120_00,
+            date,
+            ..
+            } => *account_id == category_transfers_account_id
+            && *category_id == savings_category_id
+            && date.to_iso().get(0..10) == Some("2024-10-23"),
+        _ => false,
+    }
+}
+
+fn matches_category_transfer_child_in_transaction(
+    t: &ActualbudgetTransaction,
+    accounts: &HashMap<String, ActualbudgetAccount>,
+    categories: &HashMap<String, ActualbudgetCategory>,
+) -> bool {
+    let category_transfers_account_id = accounts
+        .get(ACCOUNT_NAMES_DICT.transfers_account)
+        .expect("failed to find transfers account")
+        .id
+        .clone();
+
+    let savings_category_id = categories
+        .get(CATEGORY_NAMES_DICT.general)
+        .expect("failed to find general category")
+        .id
+        .clone();
+
+    match t {
+        ActualbudgetTransaction {
+            is_parent: false,
+            is_child: true,
+            parent_id: Some(_),
+            account_id,
+            category_id: Some(category_id),
+            amount: 120_00,
+            date,
+            ..
+            } => *account_id == category_transfers_account_id
+            && *category_id == savings_category_id
+            && date.to_iso().get(0..10) == Some("2024-10-23"),
+        _ => false,
+    }
+}
+
+fn matches_account_transfer_out_transaction(
+    t: &ActualbudgetTransaction,
+    accounts: &HashMap<String, ActualbudgetAccount>,
+    _categories: &HashMap<String, ActualbudgetCategory>,
+) -> bool {
+    let bank_account_id = accounts
+        .get(ACCOUNT_NAMES_DICT.bank_account)
+        .expect("failed to find bank account")
+        .id
+        .clone();
+
+    match t {
+        ActualbudgetTransaction {
+            is_parent: false,
+            is_child: false,
+            parent_id: None,
+            account_id,
+            category_id: None,
+            amount: -80_00,
+            date,
+            ..
+            } => *account_id == bank_account_id
+            && date.to_iso().get(0..10) == Some("2024-09-10"),
+        _ => false,
+    }
+}
+
+fn matches_account_transfer_in_transaction(
+    t: &ActualbudgetTransaction,
+    accounts: &HashMap<String, ActualbudgetAccount>,
+    _categories: &HashMap<String, ActualbudgetCategory>,
+) -> bool {
+    let cash_account_id = accounts
+        .get(ACCOUNT_NAMES_DICT.cash_account)
+        .expect("failed to find cash account")
+        .id
+        .clone();
+
+    match t {
+        ActualbudgetTransaction {
+            is_parent: false,
+            is_child: false,
+            parent_id: None,
+            account_id,
+            category_id: None,
+            amount: 80_00,
+            date,
+            ..
+            } => *account_id == cash_account_id
+            && date.to_iso().get(0..10) == Some("2024-09-10"),
+        _ => false,
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/tests/common/zero_budget_matchers.rs b/transformers/actualbudget_transformer/actualbudget_queries/tests/common/zero_budget_matchers.rs
new file mode 100644
index 0000000..ac88d3b
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/tests/common/zero_budget_matchers.rs
@@ -0,0 +1,285 @@
+use std::collections::HashMap;
+
+use actualbudget_models::{ActualbudgetCategory, ActualbudgetZeroBudget};
+
+use super::category_names::CATEGORY_NAMES_DICT;
+
+pub fn get_zero_budget_matchers() -> Vec<Box<dyn Fn(&ActualbudgetZeroBudget, &HashMap<String, ActualbudgetCategory>) -> bool>> {
+    vec![
+        Box::new(|t, c| matches_food_budget(t, c, "08")),
+        Box::new(|t, c| matches_food_budget(t, c, "09")),
+        Box::new(|t, c| matches_food_budget(t, c, "10")),
+        Box::new(|t, c| matches_food_budget(t, c, "11")),
+        Box::new(|t, c| matches_zero_food_budget(t, c, "12")),
+        Box::new(|t, c| matches_general_budget(t, c, "08")),
+        Box::new(|t, c| matches_general_budget(t, c, "09")),
+        Box::new(|t, c| matches_general_budget(t, c, "10")),
+        Box::new(|t, c| matches_general_budget(t, c, "11")),
+        Box::new(|t, c| matches_zero_general_budget(t, c, "12")),
+        Box::new(|t, c| matches_bills_budget(t, c, "08")),
+        Box::new(|t, c| matches_bills_budget(t, c, "09")),
+        Box::new(|t, c| matches_bills_budget(t, c, "10")),
+        Box::new(|t, c| matches_bills_budget(t, c, "11")),
+        Box::new(|t, c| matches_zero_bills_budget(t, c, "12")),
+        Box::new(|t, c| matches_bills_flexible_budget(t, c, "08")),
+        Box::new(|t, c| matches_bills_flexible_budget(t, c, "09")),
+        Box::new(|t, c| matches_bills_flexible_budget(t, c, "10")),
+        Box::new(|t, c| matches_bills_flexible_budget(t, c, "11")),
+        Box::new(|t, c| matches_zero_bills_flexible_budget(t, c, "12")),
+        Box::new(|t, c| matches_savings_budget(t, c, "08")),
+        Box::new(|t, c| matches_savings_budget(t, c, "09")),
+        Box::new(|t, c| matches_savings_budget(t, c, "10")),
+        Box::new(|t, c| matches_savings_budget(t, c, "11")),
+        Box::new(|t, c| matches_zero_savings_budget(t, c, "12")),
+    ]
+}
+
+fn matches_food_budget(
+    t: &ActualbudgetZeroBudget,
+    categories: &HashMap<String, ActualbudgetCategory>,
+    month: &str,
+) -> bool {
+    let food_category_id = categories
+        .get(CATEGORY_NAMES_DICT.food)
+        .expect("failed to find food category")
+        .id
+        .clone();
+
+    match t {
+        ActualbudgetZeroBudget {
+            month: date,
+            category_id,
+            amount: 200_00,
+            do_carry_over: false,
+            ..
+        } =>
+            *category_id == food_category_id
+            && date.month() == month,
+        _ => false,
+    }
+}
+
+fn matches_zero_food_budget(
+    t: &ActualbudgetZeroBudget,
+    categories: &HashMap<String, ActualbudgetCategory>,
+    month: &str,
+) -> bool {
+    let food_category_id = categories
+        .get(CATEGORY_NAMES_DICT.food)
+        .expect("failed to find food category")
+        .id
+        .clone();
+
+    match t {
+        ActualbudgetZeroBudget {
+            month: date,
+            category_id,
+            amount: 0,
+            do_carry_over: false,
+            ..
+        } =>
+            *category_id == food_category_id
+            && date.month() == month,
+        _ => false,
+    }
+}
+
+fn matches_general_budget(
+    t: &ActualbudgetZeroBudget,
+    categories: &HashMap<String, ActualbudgetCategory>,
+    month: &str,
+) -> bool {
+    let general_category_id = categories
+        .get(CATEGORY_NAMES_DICT.general)
+        .expect("failed to find general category")
+        .id
+        .clone();
+
+    match t {
+        ActualbudgetZeroBudget {
+            month: date,
+            category_id,
+            amount: 100_00,
+            do_carry_over: false,
+            ..
+        } =>
+            *category_id == general_category_id
+            && date.month() == month,
+        _ => false,
+    }
+}
+
+fn matches_zero_general_budget(
+    t: &ActualbudgetZeroBudget,
+    categories: &HashMap<String, ActualbudgetCategory>,
+    month: &str,
+) -> bool {
+    let general_category_id = categories
+        .get(CATEGORY_NAMES_DICT.general)
+        .expect("failed to find general category")
+        .id
+        .clone();
+
+    match t {
+        ActualbudgetZeroBudget {
+            month: date,
+            category_id,
+            amount: 0,
+            do_carry_over: false,
+            ..
+        } =>
+            *category_id == general_category_id
+            && date.month() == month,
+        _ => false,
+    }
+}
+
+fn matches_bills_budget(
+    t: &ActualbudgetZeroBudget,
+    categories: &HashMap<String, ActualbudgetCategory>,
+    month: &str,
+) -> bool {
+    let bills_category_id = categories
+        .get(CATEGORY_NAMES_DICT.bills)
+        .expect("failed to find bills category")
+        .id
+        .clone();
+
+    match t {
+        ActualbudgetZeroBudget {
+            month: date,
+            category_id,
+            amount: 125_00,
+            do_carry_over: false,
+            ..
+        } =>
+            *category_id == bills_category_id
+            && date.month() == month,
+        _ => false,
+    }
+}
+
+fn matches_zero_bills_budget(
+    t: &ActualbudgetZeroBudget,
+    categories: &HashMap<String, ActualbudgetCategory>,
+    month: &str,
+) -> bool {
+    let bills_category_id = categories
+        .get(CATEGORY_NAMES_DICT.bills)
+        .expect("failed to find bills category")
+        .id
+        .clone();
+
+    match t {
+        ActualbudgetZeroBudget {
+            month: date,
+            category_id,
+            amount: 0,
+            do_carry_over: false,
+            ..
+        } =>
+            *category_id == bills_category_id
+            && date.month() == month,
+        _ => false,
+    }
+}
+
+fn matches_bills_flexible_budget(
+    t: &ActualbudgetZeroBudget,
+    categories: &HashMap<String, ActualbudgetCategory>,
+    month: &str,
+) -> bool {
+    let bills_flexible_category_id = categories
+        .get(CATEGORY_NAMES_DICT.bills_flexible)
+        .expect("failed to find bills (flexible) category")
+        .id
+        .clone();
+
+    match t {
+        ActualbudgetZeroBudget {
+            month: date,
+            category_id,
+            amount: 25_00,
+            do_carry_over: false,
+            ..
+        } =>
+            *category_id == bills_flexible_category_id
+            && date.month() == month,
+        _ => false,
+    }
+}
+
+fn matches_zero_bills_flexible_budget(
+    t: &ActualbudgetZeroBudget,
+    categories: &HashMap<String, ActualbudgetCategory>,
+    month: &str,
+) -> bool {
+    let bills_flexible_category_id = categories
+        .get(CATEGORY_NAMES_DICT.bills_flexible)
+        .expect("failed to find bills (flexible) category")
+        .id
+        .clone();
+
+    match t {
+        ActualbudgetZeroBudget {
+            month: date,
+            category_id,
+            amount: 0,
+            do_carry_over: false,
+            ..
+        } =>
+            *category_id == bills_flexible_category_id
+            && date.month() == month,
+        _ => false,
+    }
+}
+
+fn matches_savings_budget(
+    t: &ActualbudgetZeroBudget,
+    categories: &HashMap<String, ActualbudgetCategory>,
+    month: &str,
+) -> bool {
+    let savings_category_id = categories
+        .get(CATEGORY_NAMES_DICT.savings)
+        .expect("failed to find savings category")
+        .id
+        .clone();
+
+    match t {
+        ActualbudgetZeroBudget {
+            month: date,
+            category_id,
+            amount: 400_00,
+            do_carry_over: false,
+            ..
+        } =>
+            *category_id == savings_category_id
+            && date.month() == month,
+        _ => false,
+    }
+}
+
+fn matches_zero_savings_budget(
+    t: &ActualbudgetZeroBudget,
+    categories: &HashMap<String, ActualbudgetCategory>,
+    month: &str,
+) -> bool {
+    let savings_category_id = categories
+        .get(CATEGORY_NAMES_DICT.savings)
+        .expect("failed to find savings category")
+        .id
+        .clone();
+
+    match t {
+        ActualbudgetZeroBudget {
+            month: date,
+            category_id,
+            amount: 0,
+            do_carry_over: false,
+            ..
+        } =>
+            *category_id == savings_category_id
+            && date.month() == month,
+        _ => false,
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/tests/resources/actualbudget_test_db.sqlite b/transformers/actualbudget_transformer/actualbudget_queries/tests/resources/actualbudget_test_db.sqlite
new file mode 100644
index 0000000..4146bb0
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/tests/resources/actualbudget_test_db.sqlite
diff --git a/transformers/actualbudget_transformer/actualbudget_queries/tests/resources/actualbudget_test_db_metadata.json b/transformers/actualbudget_transformer/actualbudget_queries/tests/resources/actualbudget_test_db_metadata.json
new file mode 100644
index 0000000..006b23d
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_queries/tests/resources/actualbudget_test_db_metadata.json
@@ -0,0 +1,7 @@
+{
+	"id": "My-Finances-1-36ec11a",
+	"budgetName": "My Finances 1",
+	"userId": "fec9ba17-c260-4f55-8d44-676ef0ec5da9",
+	"lastScheduleRun": "2024-11-21",
+	"resetClock": true
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_schema/Cargo.toml b/transformers/actualbudget_transformer/actualbudget_schema/Cargo.toml
new file mode 100644
index 0000000..58e956f
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_schema/Cargo.toml
@@ -0,0 +1,7 @@
+[package]
+name = "actualbudget_schema"
+version = "0.1.0"
+edition = "2021"
+
+[dependencies]
+actualbudget_models = { path = "../actualbudget_models" }
diff --git a/transformers/actualbudget_transformer/actualbudget_schema/src/lib.rs b/transformers/actualbudget_transformer/actualbudget_schema/src/lib.rs
new file mode 100644
index 0000000..ef66b22
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_schema/src/lib.rs
@@ -0,0 +1 @@
+pub use actualbudget_models::actualbudget_schema;
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/Cargo.toml b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/Cargo.toml
new file mode 100644
index 0000000..51febe1
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/Cargo.toml
@@ -0,0 +1,17 @@
+[package]
+name = "actualbudget_to_schist_transformer"
+version = "0.1.0"
+edition = "2021"
+
+[dependencies]
+actualbudget_fakes = { path = "../actualbudget_fakes" }
+actualbudget_models = { path = "../actualbudget_models" }
+actualbudget_queries = { path = "../actualbudget_queries" }
+anyhow = { workspace = true }
+diesel = { workspace = true, features = ["sqlite"] }
+diesel_migrations = { workspace = true }
+itertools = { workspace = true }
+libsqlite3-sys = { workspace = true, features = ["bundled"] }
+schist_models = { workspace = true }
+schist_queries = { workspace = true }
+schist_traits = { workspace = true }
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/actualbudget_state.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/actualbudget_state.rs
new file mode 100644
index 0000000..5379b62
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/actualbudget_state.rs
@@ -0,0 +1,31 @@
+use std::cmp::min;
+
+use actualbudget_models::{ActualbudgetAccount, ActualbudgetCategory, ActualbudgetDate, ActualbudgetPayee, ActualbudgetTransaction, ActualbudgetZeroBudget};
+use actualbudget_queries::{actualbudget_accounts::{get_all_actualbudget_accounts, get_category_transfers_account}, actualbudget_categories::get_all_actualbudget_categories, actualbudget_payees::get_all_actualbudget_payees, actualbudget_transactions::{get_all_actualbudget_transactions, get_first_actualbudget_transaction_date}, actualbudget_zero_budgets::{get_all_actualbudget_zero_budgets, get_first_zero_budget_date}};
+use anyhow::Result;
+use diesel::SqliteConnection;
+
+pub struct ActualbudgetState {
+    pub actualbudget_first_activity_date: ActualbudgetDate,
+    pub actualbudget_accounts: Vec<ActualbudgetAccount>,
+    pub actualbudget_categories: Vec<ActualbudgetCategory>,
+    pub actualbudget_payees: Vec<ActualbudgetPayee>,
+    pub actualbudget_zero_budgets: Vec<ActualbudgetZeroBudget>,
+    pub actualbudget_category_transfers_account: Option<ActualbudgetAccount>,
+    pub actualbudget_transactions: Vec<ActualbudgetTransaction>,
+}
+
+pub fn read_actualbudget_state(actualbudget_connection: &mut SqliteConnection) -> Result<ActualbudgetState> {
+    Ok(ActualbudgetState {
+        actualbudget_first_activity_date: min(
+                get_first_actualbudget_transaction_date(actualbudget_connection)?,
+                get_first_zero_budget_date(actualbudget_connection)?,
+            ),
+        actualbudget_accounts: get_all_actualbudget_accounts(actualbudget_connection)?,
+        actualbudget_categories: get_all_actualbudget_categories(actualbudget_connection)?,
+        actualbudget_payees: get_all_actualbudget_payees(actualbudget_connection)?,
+        actualbudget_zero_budgets: get_all_actualbudget_zero_budgets(actualbudget_connection)?,
+        actualbudget_category_transfers_account: get_category_transfers_account(actualbudget_connection)?,
+        actualbudget_transactions: get_all_actualbudget_transactions(actualbudget_connection)?,
+    })
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/lib.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/lib.rs
new file mode 100644
index 0000000..abef542
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/lib.rs
@@ -0,0 +1,7 @@
+pub mod actualbudget_state;
+pub mod run;
+pub mod schist_state;
+pub mod transform_state;
+
+#[cfg(test)]
+pub mod test_resources;
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/main.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/main.rs
new file mode 100644
index 0000000..875ed5a
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/main.rs
@@ -0,0 +1,18 @@
+use anyhow::{bail, Result};
+
+fn main() -> Result<()> {
+    let args: Vec<String> = std::env::args().collect();
+
+    if args.len() < 2 {
+        bail!("too few arguments. usage: actualbudget_to_schist_transformer <in> <out>");
+    } else if args.len() > 2 {
+        bail!("too many arguments. usage: actualbudget_to_schist_transformer <in> <out>");
+    }
+
+    let in_db_url = args.get(0).unwrap();
+    let out_db_url = args.get(1).unwrap();
+
+    actualbudget_to_schist_transformer::run::run(in_db_url, out_db_url)?;
+
+    Ok(())
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/run.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/run.rs
new file mode 100644
index 0000000..3c88589
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/run.rs
@@ -0,0 +1,23 @@
+use anyhow::{Context, Result};
+use diesel::{Connection, SqliteConnection};
+
+use crate::{actualbudget_state::read_actualbudget_state, schist_state::export_schist_state, transform_state::transform_state};
+
+pub fn run(in_db_url: &str, out_db_url: &str) -> Result<()> {
+    let actualbudget_connection = &mut SqliteConnection::establish(in_db_url)
+        .with_context(|| format!(
+            "failed to establish connection to input database at {}",
+            in_db_url,
+        ))?;
+    let schist_connection = &mut SqliteConnection::establish(out_db_url)
+        .with_context(|| format!(
+            "failed to establish connection to output database at {}",
+            out_db_url,
+        ))?;
+
+    let actualbudget_state = read_actualbudget_state(actualbudget_connection)?;
+    let schist_state = transform_state(actualbudget_state)?;
+    export_schist_state(&schist_state, schist_connection)?;
+
+    Ok(())
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/schist_state.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/schist_state.rs
new file mode 100644
index 0000000..370a0e8
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/schist_state.rs
@@ -0,0 +1,28 @@
+use anyhow::Result;
+use diesel::SqliteConnection;
+use schist_models::{
+    account::Account, account_transfer::AccountTransfer, budget_drip::BudgetDrip, category::Category, category_transfer::CategoryTransfer, date_utc::DateUtc, transaction::Transaction, transaction_categorisation::TransactionCategorisation
+};
+
+pub struct SchistState {
+    pub first_transaction_date: DateUtc,
+    pub accounts: Vec<Account>,
+    pub account_transfers: Vec<AccountTransfer>,
+    pub categories: Vec<Category>,
+    pub budget_drips: Vec<BudgetDrip>,
+    pub transactions: Vec<Transaction>,
+    pub transaction_categorisations: Vec<TransactionCategorisation>,
+    pub category_transfers: Vec<CategoryTransfer>,
+}
+
+pub fn export_schist_state(schist_state: &SchistState, schist_connection: &mut SqliteConnection) -> Result<()> {
+    schist_queries::clear::clear(schist_connection)?;
+    schist_queries::accounts::insert_accounts(&schist_state.accounts, schist_connection)?;
+    schist_queries::account_transfers::insert_account_transfers(&schist_state.account_transfers, schist_connection)?;
+    schist_queries::categories::insert_categories(&schist_state.categories, schist_connection)?;
+    schist_queries::budget_drips::insert_budget_drips(&schist_state.budget_drips, schist_connection)?;
+    schist_queries::transactions::insert_transactions(&schist_state.transactions, schist_connection)?;
+    schist_queries::transaction_categorisations::insert_transaction_categorisations(&schist_state.transaction_categorisations, schist_connection)?;
+    schist_queries::category_transfers::insert_category_transfers(&schist_state.category_transfers, schist_connection)?;
+    Ok(())
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/test_resources/mod.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/test_resources/mod.rs
new file mode 100644
index 0000000..f86c2ef
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/test_resources/mod.rs
@@ -0,0 +1,3 @@
+mod random_uuids;
+
+pub use random_uuids::RANDOM_UUIDS;
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/test_resources/random_uuids.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/test_resources/random_uuids.rs
new file mode 100644
index 0000000..265fa56
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/test_resources/random_uuids.rs
@@ -0,0 +1,10002 @@
+pub const RANDOM_UUIDS: &'static [&str; 10_000] = &[
+    "656bfcfc-600a-459b-b15a-3afdab481aee",
+    "8a8d7e1b-62d4-45f7-be43-820610b1713d",
+    "39e821dc-9563-43f9-87ab-fcead3abb66b",
+    "fb8eddab-f887-437e-aa1a-04205772f7f0",
+    "853152d3-36da-4243-8d3b-7c2081dc9d4b",
+    "fcf55032-2f36-446f-951d-6b0f01ef935c",
+    "ebf01156-402d-418b-b626-11143fbad483",
+    "1f5dc9db-a472-4d9d-a673-ac6e590f85cb",
+    "66ce0634-5564-4185-aa91-f6feb4186972",
+    "82173b92-4f6b-4abc-ab19-b5fcdc2995b3",
+    "53343d25-7c55-492d-a833-c44a2405d2e7",
+    "64c080d6-52b3-4e1a-8ecd-9b03fb0064a8",
+    "2e789cd2-10b0-43b9-b0be-3f628a9f2fec",
+    "2bb0a244-33a0-4e21-a180-cf1bf5ce355c",
+    "15e98d60-080f-4b3d-9f71-a300c1f929a9",
+    "97c7ffd9-d160-4c8a-9c2a-df1ea436bad1",
+    "67d60b20-8d13-43f0-b509-4e1400d97fef",
+    "0ba7655f-04db-4da8-b80e-35e6c5044d23",
+    "d7a8e583-7d05-4813-a24d-5366327a7b47",
+    "8184218e-8e52-4645-8376-67878f258b6f",
+    "75f7c31d-0c28-48f8-825f-4bcddd0a2e43",
+    "5ee1497d-953e-445d-b4b4-e3a46077293e",
+    "9ac6eea6-ae58-4b1b-903a-1a617592600e",
+    "6e76ffba-48de-48fe-80c5-ebb06ef29cf8",
+    "b18e25ff-f775-4f22-8bdd-fc2b23c3281f",
+    "f4c96a11-08a1-4747-9840-73375457a1de",
+    "d70aef6d-eb95-4568-a8bd-f4e2795c5a8b",
+    "3c778196-4d38-45aa-8146-7cb2ea4354c3",
+    "dae40a76-d6fb-40e6-8ace-65df6c828266",
+    "f10a2af7-af5e-4a0b-a080-1236f1ee74b1",
+    "756e4862-b543-4d6a-8e11-023ade514ebd",
+    "b4abe8f4-3ee9-4fa6-9f7f-99edafb1ab05",
+    "94baa9f4-481a-464d-8fca-8370a9e14236",
+    "252065a9-9a16-40f8-ba2c-deda51ce44b4",
+    "be8c6538-6173-4e4d-9606-f15347d817f5",
+    "6a8d2beb-06f2-4b19-a7ef-72de7dd9911f",
+    "a73977b5-dfea-40e7-9885-b22d3270ac4a",
+    "20b9a1e1-a868-4998-bbf7-2f67a432ac4c",
+    "fc593269-0d61-482a-b0fa-15245eb5432d",
+    "ec5318d8-2aa3-4fe5-8ff5-313e4026c57f",
+    "3c911127-fb54-41f0-8454-cdcc1612a3d7",
+    "db924035-f593-4fa3-b7ce-5ce429b17ba3",
+    "f9352ed3-f940-4e49-9d08-601fa4604c19",
+    "160f86b1-1650-411d-9f36-5b83c205ec61",
+    "baf44c04-1d32-48bd-853b-5ec7880e666a",
+    "61365462-7811-46fc-a4ff-93a79cc2f529",
+    "50aa7435-2efe-4951-a59f-9782b7f17045",
+    "dad12b2e-a4ff-45f6-99b6-7e3d6f3675c5",
+    "51d477cf-75a2-448d-b760-e72e777f2dfe",
+    "7cdc56b2-33e9-478d-bd50-20810083fb54",
+    "f2a8088c-22df-4b9f-b3e3-ca66778f2736",
+    "cb66f75e-9025-4cfc-815c-0ff8fb3d0843",
+    "01ec556a-5ff8-4821-943d-9be2215e8219",
+    "e1612c27-3c5b-4b72-a224-916224afec66",
+    "fd0cd764-f77c-4a6c-838c-7a587253c1ff",
+    "27898961-9605-48d5-b10b-8321a5c6eb7c",
+    "77a701b4-b7c0-4293-9ae1-5c5811347923",
+    "d76594d2-9b8e-4678-9171-da3f772233dd",
+    "c077d80c-7250-4047-895c-79f8cc508f15",
+    "7f7ac1e4-fcc0-47d4-ae4b-52657c534742",
+    "09312cc9-1db4-439b-ad1a-de7d7856fcfd",
+    "fc15d49f-a4c4-4fdc-9317-cfef025af522",
+    "64e4143a-d0da-4e7b-af1a-1467f54e5eea",
+    "74de39c1-44e6-45df-ae28-2c7c7afeb3ee",
+    "7f086049-1d94-4172-b8e4-5d54a8cc83eb",
+    "1b853472-b75b-4123-bbd2-44c697c2860e",
+    "23b7968c-2a4a-4b2e-93fa-bfbd81341db0",
+    "988f249c-06b5-4fea-ad21-bc935374dfdc",
+    "bb3441eb-a970-494c-8484-99194007f778",
+    "06312d84-66e1-45c8-a6f6-90aa16bbce12",
+    "17aa10a1-29a4-4642-aa3c-7b070f62e194",
+    "3d18229a-f32e-43b8-9884-43d795c37a6c",
+    "6af1b05f-1a33-41df-96ef-b3792bf2b6b2",
+    "6f3a7cdf-6151-4530-8f17-65433531655d",
+    "99a7f544-c6fd-423a-90a8-6e3c98f4ae4a",
+    "04b255cb-f798-4889-8883-39b424972e16",
+    "d52dfbc2-f4df-4a06-bf71-44c925694ea9",
+    "e53fec18-d784-406e-86ac-1c0af992623f",
+    "a80ca2aa-b845-4617-a34d-d4aa2393ed2b",
+    "b989da55-949a-4bd5-8725-f9485bec837e",
+    "4d66e003-3c3e-45b3-b06b-6b01f1e103b4",
+    "0f235318-a861-4394-803a-292856cd7024",
+    "d849de87-205e-49f4-b565-58575e8a4854",
+    "9aff80ff-cdf5-46ce-b379-f655b2ee71c5",
+    "44228c60-3508-473b-b26f-c3fac66855d6",
+    "ee6d4532-e664-4799-a7bb-e82d9adc6db3",
+    "cdf27596-3c50-41c1-8a55-36e2fa17f6b4",
+    "3600318f-7363-424a-8ab5-b8bd2f8cb6d9",
+    "ad64f02b-66ca-4f64-a17a-b30bf16a03dc",
+    "8154a2dd-4b4e-4586-b531-d65b547d16ca",
+    "87b4d394-f278-4000-a050-72dfa5bbfaf9",
+    "a311aba1-c49e-4465-bb2b-ce337c1d4e0d",
+    "fa431353-3cde-46b7-a96e-c5fced52b6e7",
+    "6c6a6c60-f0e2-4894-8b11-2e064d161a59",
+    "a0309530-7555-4b55-ab8d-9015b3890ce8",
+    "64d813a9-fe74-4fa0-8a18-580a449468a9",
+    "582d58ed-85db-4924-ba56-28eaa92b6ad0",
+    "01d2a0bf-876d-41af-b858-2a0f8132d71c",
+    "195b0322-c19b-4464-9cb4-2fdca46b4c20",
+    "c81678db-ce9c-4879-8a17-b1184006f545",
+    "8f10e5c3-9996-4e01-8d89-51d0d645cb19",
+    "6d530b29-2e93-4ff8-938d-7f6333dce86c",
+    "a9f6d97b-e87f-4cf8-b503-ddbd36c1da15",
+    "35177f2a-cdbb-40f8-baab-961db3b1397d",
+    "61c59ec6-d946-45ab-9ab5-5f575c433be2",
+    "dabe6bff-3878-4987-9948-c1e18eaa154a",
+    "5cf3e3d2-244b-4335-a38a-dcbddec98431",
+    "d88056fe-ec6e-42dd-ac11-c9a4f67dd924",
+    "e70addf3-4d00-4a5f-a2d6-b7547b6419cd",
+    "513dde9c-de0e-4ffb-bb5d-1e804106519f",
+    "4acb485b-bc48-47f7-9a61-7682c4806127",
+    "f554203f-d801-49c7-8153-16aa595aca21",
+    "a8d0c872-5bef-43ee-82d4-4db88bdfd595",
+    "2699321e-9b08-4d0a-b692-e4fb9522be68",
+    "44a5f6ec-2c69-4fb4-8e30-0aa411ecad3d",
+    "82d453e0-06fb-44d2-bb8f-04be822c844b",
+    "8f67e2b6-3591-4e4c-8549-4e70c3c33f3f",
+    "a5bd3ee9-f949-43d1-bfd9-c1035a06b835",
+    "3a85968d-5129-4e1e-bad4-a6fb6ae7f608",
+    "119ec2d4-f0df-46ca-83f7-61958961a029",
+    "5eddeb0f-4214-4628-95d3-1269020abf56",
+    "12b2e55d-7d08-4a95-837c-fa8cd47db35e",
+    "88e1a9ef-9de3-4eef-85fe-e5bbe6761338",
+    "8eecd847-6991-4e1c-9377-60a337d3fdcb",
+    "63c07136-1627-440f-a322-40468f925147",
+    "847e3d1b-c069-4e57-b3d8-4d93b2028ef5",
+    "3148ee6d-d756-4401-8901-774a122705fb",
+    "2bf12269-307b-4428-8b36-b9d0ccacf070",
+    "648e3b2f-24fd-44b9-a15c-ce23d5e78ef5",
+    "1c870c05-3c30-4f2a-b410-28e3fe00c6ea",
+    "9d2271c6-80ca-4cf2-94fa-10c940c26acc",
+    "d930d9bc-f0a9-43a1-b39e-bd9c67cc735d",
+    "e6ac1bed-7bae-409a-89e0-4e03926a4ba1",
+    "58750ffa-efd0-4594-8dc1-6cd2a3365bd2",
+    "fdb9ed04-27f8-4a3e-b2ae-d71fc955f9a2",
+    "9dac4375-47ea-4e26-91c9-1ba316ef6eea",
+    "29e355db-6bf9-49ba-9a93-e4af529c80ec",
+    "5be22b79-ea55-42fd-9897-527135eb99b2",
+    "57d195b2-87f6-484b-8fb8-4af83ed05f69",
+    "f329357a-8b25-4b50-8b8a-3ea5d698124c",
+    "ba0901f6-a6f9-46b6-8d93-8798f58ffa14",
+    "f16a6568-80c3-4989-b7ea-c9e3351126a4",
+    "e4f2c2ad-0f75-4bc5-a68f-7cd63db3db92",
+    "e8acfca9-37d6-4dfe-a720-58c4cd509142",
+    "e24aa923-f00e-40f7-838a-670072ed499c",
+    "19dace42-327b-4194-8476-4134aa0cabac",
+    "79daf7c7-a1e5-4297-b9a2-79b3235b289c",
+    "ab85ce1e-a766-4974-a511-5e9c5db8df08",
+    "1bfb6c4d-b587-4b8f-a381-412894e79f01",
+    "5caa9eb6-2a17-4c9b-b781-7ed4e80301b8",
+    "3013fd3e-b0ee-47b0-8f8c-700804bd0964",
+    "2ed53b5c-aac0-476b-acd0-b33063bc8c86",
+    "5b5fdc0a-6f6c-4713-a401-bbaa3fedd877",
+    "cd5573bb-0701-40a6-9ae5-2afe00336820",
+    "56efbf00-9025-4a4b-93c1-4f900093e543",
+    "ca3c875b-5d10-4038-96c8-4db09642b0f2",
+    "0f33252c-a182-494e-9f2e-14ddc1ce7fad",
+    "ef120384-63b2-4d50-994c-0c7990648b63",
+    "6751c5ff-e5be-4ce9-95af-ccd0377d1148",
+    "6fdcdb1c-9cc9-4b30-880d-8edddeeeedc5",
+    "70e15051-0268-45b8-b896-c8eb4fb31625",
+    "ebb82dd6-3ae4-418b-825b-2399f023d876",
+    "b3e39eb4-353e-4faf-a92f-6322caeb24e0",
+    "601f0333-b592-4260-ad8d-6b9261543d38",
+    "57892b5b-cf79-4b20-9303-875cf2a297bb",
+    "7fb1e0f8-c041-4c0f-8700-a125f4b6040f",
+    "3205daac-fd67-4bd8-a755-b9bfcab65742",
+    "30256b8c-2082-4072-9f02-26d274de6baf",
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diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/is_account_transfer.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/is_account_transfer.rs
new file mode 100644
index 0000000..c9540ed
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/is_account_transfer.rs
@@ -0,0 +1,13 @@
+use actualbudget_models::ActualbudgetTransaction;
+
+pub fn is_account_transfer(
+    transaction: &ActualbudgetTransaction,
+) -> bool {
+    transaction.transfer_id.is_some()
+}
+
+pub fn is_not_account_transfer(
+    transaction: &ActualbudgetTransaction,
+) -> bool {
+    transaction.transfer_id.is_none()
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/is_category_transfer.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/is_category_transfer.rs
new file mode 100644
index 0000000..c82387c
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/is_category_transfer.rs
@@ -0,0 +1,18 @@
+use actualbudget_models::{ActualbudgetAccount, ActualbudgetTransaction};
+
+pub fn is_category_transfer(
+    transaction: &ActualbudgetTransaction,
+    actualbudget_category_transfers_account: &Option<ActualbudgetAccount>
+) -> bool {
+    match actualbudget_category_transfers_account {
+        None => false,
+        Some(acc) => transaction.account_id.clone() == acc.id.clone(),
+    }
+}
+
+pub fn is_not_category_transfer(
+    transaction: &ActualbudgetTransaction,
+    actualbudget_category_transfers_account: &Option<ActualbudgetAccount>
+) -> bool {
+    !is_category_transfer(transaction, actualbudget_category_transfers_account)
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/mod.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/mod.rs
new file mode 100644
index 0000000..8787699
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/mod.rs
@@ -0,0 +1,25 @@
+mod is_account_transfer;
+mod is_category_transfer;
+mod transform_account_transfers;
+mod transform_accounts;
+mod transform_budget_drips;
+mod transform_categories;
+mod transform_category_transfers;
+mod transform_date;
+mod transform_id;
+mod transform_state;
+mod transform_transactions;
+
+use is_account_transfer::is_account_transfer;
+use is_account_transfer::is_not_account_transfer;
+use is_category_transfer::is_category_transfer;
+use is_category_transfer::is_not_category_transfer;
+use transform_accounts::transform_accounts;
+use transform_account_transfers::transform_account_transfers;
+use transform_categories::transform_categories;
+use transform_category_transfers::transform_category_transfers;
+use transform_date::transform_date;
+use transform_id::transform_id;
+use transform_transactions::transform_transactions;
+
+pub use transform_state::transform_state;
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_account_transfers.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_account_transfers.rs
new file mode 100644
index 0000000..a0c426d
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_account_transfers.rs
@@ -0,0 +1,306 @@
+use actualbudget_models::ActualbudgetTransaction;
+use anyhow::{Context, Result};
+use itertools::Itertools;
+use schist_models::account_transfer::AccountTransfer;
+
+use super::{is_account_transfer, is_not_account_transfer, transform_date::transform_date, transform_id::transform_id};
+
+pub fn transform_account_transfers(
+    actualbudget_transactions: &[ActualbudgetTransaction],
+) -> Result<(Vec<ActualbudgetTransaction>, Vec<AccountTransfer>)> {
+    transform_account_transfers_without_context(actualbudget_transactions)
+        .with_context(|| "failed to transform account transfers")
+}
+
+pub fn transform_account_transfers_without_context(
+    actualbudget_transactions: &[ActualbudgetTransaction],
+) -> Result<(Vec<ActualbudgetTransaction>, Vec<AccountTransfer>)> {
+    let mut account_transfer_transaction_pairs: Vec<(ActualbudgetTransaction, ActualbudgetTransaction)> = Vec::new();
+    let mut transactions_not_transformed: Vec<ActualbudgetTransaction> = Vec::new();
+    let account_transfer_transactions = actualbudget_transactions
+        .iter()
+        .cloned()
+        .filter(is_account_transfer);
+
+    for actualbudget_transaction in actualbudget_transactions {
+        if is_not_account_transfer(actualbudget_transaction) {
+            transactions_not_transformed.push(actualbudget_transaction.clone());
+            continue;
+        }
+
+        let is_already_transformed = |t: &ActualbudgetTransaction|
+            account_transfer_transaction_pairs
+                .iter().any(|(t1, t2)| *t1 == *t || *t2 == *t);
+
+        if is_already_transformed(actualbudget_transaction) {
+            continue;
+        }
+
+        let companion = account_transfer_transactions
+            .clone()
+            .filter(|t| !is_already_transformed(t)
+                && t.date == actualbudget_transaction.date
+                && t.amount == -actualbudget_transaction.amount
+            ).last();
+
+        if companion.is_none() {
+            transactions_not_transformed.push(actualbudget_transaction.clone());
+            continue;
+        }
+        let companion = companion.unwrap();
+
+        let (from, to) = if actualbudget_transaction.amount >= 0 {
+            (companion.clone(), actualbudget_transaction.clone())
+        } else {
+            (actualbudget_transaction.clone(), companion.clone())
+        };
+
+        account_transfer_transaction_pairs.push((from, to));
+    }
+
+    Ok((
+        transactions_not_transformed,
+        account_transfer_transaction_pairs
+            .iter()
+            .map(transform_account_transfer)
+            .try_collect()?,
+    ))
+}
+
+fn transform_account_transfer(
+    (actualbudget_transaction_from, actualbudget_transaction_to):
+        &(ActualbudgetTransaction, ActualbudgetTransaction),
+) -> Result<AccountTransfer> {
+    let context = || format!(
+        "failed to transform account transfer from transactions ({:?}, {:?})",
+        actualbudget_transaction_from,
+        actualbudget_transaction_to,
+    );
+
+    Ok(AccountTransfer {
+        id: transform_id(&actualbudget_transaction_from.id),
+        date: transform_date(&actualbudget_transaction_from.date)
+            .with_context(context)?,
+        description: actualbudget_transaction_from.notes.clone().unwrap_or_else(||
+            actualbudget_transaction_to.notes.clone().unwrap_or_else(String::new)
+        ),
+        quantity: actualbudget_transaction_to.amount,
+        from_account_id: transform_id(actualbudget_transaction_from.account_id.as_str()),
+        to_account_id: transform_id(actualbudget_transaction_to.account_id.as_str()),
+    })
+}
+
+#[cfg(test)]
+mod test {
+    use actualbudget_fakes::actualbudget_transaction::make_fake_actualbudget_transaction_builder;
+    use actualbudget_models::ActualbudgetDate;
+    use schist_models::date_utc::DateUtc;
+
+    use crate::transform_state::transform_id::transform_id;
+
+    use super::transform_account_transfers;
+
+    #[test]
+    fn when_one_account_transfer_then_transforms() {
+        let transactions = [
+            make_fake_actualbudget_transaction_builder("0")
+                .amount(-100)
+                .account_id(String::from("0"))
+                .payee(Some(String::from("0")))
+                .transfer_id(Some(String::from("0")))
+                .date(ActualbudgetDate::from_i32(20240801))
+                .notes(Some(String::from("My notes")))
+                .build()
+                .unwrap(),
+            make_fake_actualbudget_transaction_builder("1")
+                .amount(100)
+                .account_id(String::from("1"))
+                .payee(Some(String::from("1")))
+                .transfer_id(Some(String::from("0")))
+                .date(ActualbudgetDate::from_i32(20240801))
+                .notes(Some(String::from("My notes")))
+                .build()
+                .unwrap(),
+        ];
+
+        let (remaining_transactions, account_transfers) =
+            transform_account_transfers(&transactions).unwrap();
+
+        assert_eq!(0, remaining_transactions.len());
+        assert_eq!(1, account_transfers.len());
+        let account_transfer = account_transfers.get(0).unwrap();
+        assert_eq!("2024-08-01".parse::<DateUtc>().unwrap(), account_transfer.date);
+        assert_eq!("My notes", account_transfer.description);
+        assert_eq!(100, account_transfer.quantity);
+        assert_eq!(transform_id("0"), account_transfer.from_account_id);
+        assert_eq!(transform_id("1"), account_transfer.to_account_id);
+    }
+
+    #[test]
+    fn when_one_account_transfer_in_reverse_order_then_transforms() {
+        let transactions = [
+            make_fake_actualbudget_transaction_builder("0")
+                .amount(100)
+                .account_id(String::from("1"))
+                .payee(Some(String::from("1")))
+                .transfer_id(Some(String::from("0")))
+                .date(ActualbudgetDate::from_i32(20240801))
+                .notes(Some(String::from("My notes")))
+                .build()
+                .unwrap(),
+            make_fake_actualbudget_transaction_builder("1")
+                .amount(-100)
+                .account_id(String::from("0"))
+                .payee(Some(String::from("0")))
+                .transfer_id(Some(String::from("0")))
+                .date(ActualbudgetDate::from_i32(20240801))
+                .notes(Some(String::from("My notes")))
+                .build()
+                .unwrap(),
+        ];
+
+        let (remaining_transactions, account_transfers) =
+            transform_account_transfers(&transactions).unwrap();
+
+        assert_eq!(0, remaining_transactions.len());
+        assert_eq!(1, account_transfers.len());
+        let account_transfer = account_transfers.get(0).unwrap();
+        assert_eq!("2024-08-01".parse::<DateUtc>().unwrap(), account_transfer.date);
+        assert_eq!("My notes", account_transfer.description);
+        assert_eq!(100, account_transfer.quantity);
+        assert_eq!(transform_id("0"), account_transfer.from_account_id);
+        assert_eq!(transform_id("1"), account_transfer.to_account_id);
+    }
+
+    #[test]
+    fn when_two_account_transfers_different_amounts_then_transforms() {
+        let transactions = [
+            make_fake_actualbudget_transaction_builder("0")
+                .amount(-100)
+                .account_id(String::from("0"))
+                .payee(Some(String::from("0")))
+                .transfer_id(Some(String::from("0")))
+                .date(ActualbudgetDate::from_i32(20240801))
+                .notes(Some(String::from("My notes 1")))
+                .build()
+                .unwrap(),
+            make_fake_actualbudget_transaction_builder("1")
+                .amount(-200)
+                .account_id(String::from("0"))
+                .payee(Some(String::from("0")))
+                .transfer_id(Some(String::from("0")))
+                .date(ActualbudgetDate::from_i32(20240801))
+                .notes(Some(String::from("My notes 2")))
+                .build()
+                .unwrap(),
+            make_fake_actualbudget_transaction_builder("2")
+                .amount(100)
+                .account_id(String::from("1"))
+                .payee(Some(String::from("1")))
+                .transfer_id(Some(String::from("0")))
+                .date(ActualbudgetDate::from_i32(20240801))
+                .build()
+                .unwrap(),
+            make_fake_actualbudget_transaction_builder("2")
+                .amount(200)
+                .account_id(String::from("1"))
+                .payee(Some(String::from("1")))
+                .transfer_id(Some(String::from("0")))
+                .date(ActualbudgetDate::from_i32(20240801))
+                .build()
+                .unwrap(),
+        ];
+
+        let (remaining_transactions, account_transfers) =
+            transform_account_transfers(&transactions).unwrap();
+
+        assert_eq!(0, remaining_transactions.len());
+        assert_eq!(2, account_transfers.len());
+
+        let account_transfer_0 = account_transfers
+            .iter()
+            .filter(|at| at.quantity == 100)
+            .last()
+            .unwrap();
+        assert_eq!("2024-08-01".parse::<DateUtc>().unwrap(), account_transfer_0.date);
+        assert_eq!(transform_id("0"), account_transfer_0.from_account_id);
+        assert_eq!(transform_id("1"), account_transfer_0.to_account_id);
+        assert_eq!("My notes 1", account_transfer_0.description);
+
+        let account_transfer_1 = account_transfers
+            .iter()
+            .filter(|at| at.quantity == 200)
+            .last()
+            .unwrap();
+        assert_eq!("2024-08-01".parse::<DateUtc>().unwrap(), account_transfer_1.date);
+        assert_eq!(transform_id("0"), account_transfer_1.from_account_id);
+        assert_eq!(transform_id("1"), account_transfer_1.to_account_id);
+        assert_eq!("My notes 2", account_transfer_1.description);
+    }
+
+    #[test]
+    fn when_two_account_transfers_different_dates_then_transforms() {
+        let transactions = [
+            make_fake_actualbudget_transaction_builder("0")
+                .amount(-100)
+                .account_id(String::from("0"))
+                .payee(Some(String::from("0")))
+                .transfer_id(Some(String::from("0")))
+                .date(ActualbudgetDate::from_i32(20240801))
+                .notes(Some(String::from("My notes 1")))
+                .build()
+                .unwrap(),
+            make_fake_actualbudget_transaction_builder("1")
+                .amount(-100)
+                .account_id(String::from("0"))
+                .payee(Some(String::from("0")))
+                .transfer_id(Some(String::from("0")))
+                .date(ActualbudgetDate::from_i32(20240802))
+                .notes(Some(String::from("My notes 2")))
+                .build()
+                .unwrap(),
+            make_fake_actualbudget_transaction_builder("2")
+                .amount(100)
+                .account_id(String::from("1"))
+                .payee(Some(String::from("1")))
+                .transfer_id(Some(String::from("0")))
+                .date(ActualbudgetDate::from_i32(20240801))
+                .build()
+                .unwrap(),
+            make_fake_actualbudget_transaction_builder("3")
+                .amount(100)
+                .account_id(String::from("1"))
+                .payee(Some(String::from("1")))
+                .transfer_id(Some(String::from("0")))
+                .date(ActualbudgetDate::from_i32(20240802))
+                .build()
+                .unwrap(),
+        ];
+
+        let (remaining_transactions, account_transfers) =
+            transform_account_transfers(&transactions).unwrap();
+
+        assert_eq!(0, remaining_transactions.len());
+        assert_eq!(2, account_transfers.len());
+
+        let account_transfer_0 = account_transfers
+            .iter()
+            .filter(|at| at.date == "2024-08-01".parse().unwrap())
+            .last()
+            .unwrap();
+        assert_eq!(100, account_transfer_0.quantity);
+        assert_eq!(transform_id("0"), account_transfer_0.from_account_id);
+        assert_eq!(transform_id("1"), account_transfer_0.to_account_id);
+        assert_eq!("My notes 1", account_transfer_0.description);
+
+        let account_transfer_1 = account_transfers
+            .iter()
+            .filter(|at| at.date == "2024-08-02".parse().unwrap())
+            .last()
+            .unwrap();
+        assert_eq!(100, account_transfer_1.quantity);
+        assert_eq!(transform_id("0"), account_transfer_1.from_account_id);
+        assert_eq!(transform_id("1"), account_transfer_1.to_account_id);
+        assert_eq!("My notes 2", account_transfer_1.description);
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_accounts.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_accounts.rs
new file mode 100644
index 0000000..28d8162
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_accounts.rs
@@ -0,0 +1,30 @@
+use actualbudget_models::ActualbudgetAccount;
+use schist_models::{account::Account, date_utc::DateUtc};
+
+use super::transform_id;
+
+pub fn transform_accounts(
+    actualbudget_accounts: &[ActualbudgetAccount],
+    actualbudget_category_transfers_account: &Option<ActualbudgetAccount>,
+    first_activity_date: &DateUtc,
+) -> Vec<Account> {
+    actualbudget_accounts
+        .iter()
+        .filter(|a| actualbudget_category_transfers_account
+            .clone()
+            .is_some_and(|cta| cta.id != a.id)
+        ).map(|a| transform_account(a, first_activity_date))
+        .collect()
+}
+
+fn transform_account(
+    actualbudget_account: &ActualbudgetAccount,
+    opening_date: &DateUtc,
+) -> Account {
+    Account {
+        id: transform_id(&actualbudget_account.id.clone()),
+        name: actualbudget_account.name.clone(),
+        opening_balance: 0,
+        opening_date: opening_date.clone(),
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_budget_drips.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_budget_drips.rs
new file mode 100644
index 0000000..1163e56
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_budget_drips.rs
@@ -0,0 +1,306 @@
+use std::hash::{DefaultHasher, Hash, Hasher};
+
+use actualbudget_models::ActualbudgetZeroBudget;
+use anyhow::{Context, Result};
+use itertools::Itertools;
+use schist_models::{budget_drip::BudgetDrip, date_utc::DateUtc};
+use schist_traits::dateable::Dateable;
+
+use super::{transform_date::transform_date, transform_id::transform_id};
+
+pub fn transform_budget_drips(actualbudget_zero_budgets: &[ActualbudgetZeroBudget]) -> Result<Vec<BudgetDrip>> {
+    let non_zero_actualbudget_zero_budgets: Vec<ActualbudgetZeroBudget> = actualbudget_zero_budgets
+        .iter()
+        .filter(|zb| zb.amount != 0)
+        .cloned()
+        .collect();
+
+    let budget_drips = group_actualbudget_zero_budgets_by_category_id(
+            &non_zero_actualbudget_zero_budgets,
+        ).iter()
+        .map(sort_actualbudget_zero_budgets_by_month)
+        .flat_map(|sorted_actualbudget_zero_budgets| sorted_actualbudget_zero_budgets
+            .iter()
+            .map(map_actualbudget_zero_budget_to_budget_drips)
+            .collect::<Result<Vec<Vec<BudgetDrip>>>>()
+        ).flatten()
+        .flatten()
+        .filter(|bd| bd.quantity != 0)
+        .collect();
+
+    Ok(budget_drips)
+}
+
+fn map_actualbudget_zero_budget_to_budget_drips(
+    actualbudget_zero_budget: &ActualbudgetZeroBudget,
+) -> Result<Vec<BudgetDrip>> {
+    let context = || "failed to map actualbudget zero budgets to budget drips";
+
+    let first_day_of_month: DateUtc = Into::<DateUtc>::into(transform_date(&actualbudget_zero_budget.month).with_context(context)?);
+    let month = first_day_of_month.month();
+    let days_in_month: Vec<DateUtc> = (0..31)
+        .map(|i| first_day_of_month.add_days(i))
+        .take_while(|d| match d {
+            Err(_) => true,
+            Ok(d) => d.month() == month,
+        })
+        .filter(Result::is_ok)
+        .map(Result::unwrap)
+        .collect();
+
+    // unwrap() can panic, but days_in_month is guaranteed to have between 0 and
+    // 31 elements, so we should be grand
+    let num_days_in_month: i32 = days_in_month.len().try_into().unwrap();
+
+    let quantity = actualbudget_zero_budget.amount / num_days_in_month;
+    let remainder_quantity = actualbudget_zero_budget.amount - (quantity * num_days_in_month);
+
+    let budget_drips: Vec<BudgetDrip> = days_in_month.iter().map(|&date|
+        BudgetDrip {
+            id: transform_budget_drip_id(&actualbudget_zero_budget, &date),
+            category_id: transform_id(&actualbudget_zero_budget.category_id),
+            date,
+            quantity: if date == first_day_of_month {
+                quantity + remainder_quantity
+            } else {
+                quantity
+            }
+        }
+    ).collect();
+
+    Ok(budget_drips)
+}
+
+fn sort_actualbudget_zero_budgets_by_month(
+    actualbudget_zero_budgets_by_category_id: &Vec<ActualbudgetZeroBudget>,
+) -> Vec<ActualbudgetZeroBudget> {
+    let mut actualbudget_zero_budgets = actualbudget_zero_budgets_by_category_id.clone();
+    actualbudget_zero_budgets.sort_by_key(|zb| zb.month.clone());
+    actualbudget_zero_budgets
+}
+
+fn group_actualbudget_zero_budgets_by_category_id(
+    actualbudget_zero_budgets: &[ActualbudgetZeroBudget],
+) -> Vec<Vec<ActualbudgetZeroBudget>> {
+    let category_ids = actualbudget_zero_budgets
+        .iter()
+        .map(|zb| zb.category_id.clone())
+        .unique();
+
+    category_ids
+        .map(|category_id| actualbudget_zero_budgets
+            .iter()
+            .filter(|zb| zb.category_id == category_id)
+            .map(ActualbudgetZeroBudget::clone)
+            .collect()
+        ).collect()
+}
+
+fn transform_budget_drip_id(
+    actualbudget_zero_budget: &ActualbudgetZeroBudget,
+    date: &DateUtc,
+) -> i32 {
+    let mut hasher = DefaultHasher::new();
+    let unique_str = actualbudget_zero_budget.id.clone() + date.to_string().as_str();
+    unique_str.hash(&mut hasher);
+    (hasher.finish() % std::convert::TryInto::<u64>::try_into(i32::MAX).unwrap())
+        .try_into()
+        .unwrap()
+}
+
+#[cfg(test)]
+mod test {
+    use actualbudget_fakes::actualbudget_zero_budget::make_fake_actualbudget_zero_budget_builder;
+    use actualbudget_models::ActualbudgetDate;
+    use schist_models::budget_drip::BudgetDrip;
+    use schist_traits::dateable::Dateable;
+
+    use crate::transform_state::transform_id::transform_id;
+
+    use super::transform_budget_drips;
+
+    mod map_actualbudget_zero_budget_to_budget_drips {
+        use actualbudget_fakes::actualbudget_zero_budget::make_fake_actualbudget_zero_budget_builder;
+        use actualbudget_models::ActualbudgetDate;
+        use schist_models::budget_drip::BudgetDrip;
+        use schist_traits::dateable::Dateable;
+
+        use crate::transform_state::transform_budget_drips::map_actualbudget_zero_budget_to_budget_drips;
+
+        #[test]
+        fn when_zero_budget_with_integer_budget_per_day_then_evenly_divided_budget_drips() {
+            let actualbudget_zero_budget = make_fake_actualbudget_zero_budget_builder("0")
+                .amount(31 * 100)
+                .category_id(String::from("0"))
+                .month(ActualbudgetDate::from_i32(202401))
+                .build()
+                .unwrap();
+
+            let result = map_actualbudget_zero_budget_to_budget_drips(&actualbudget_zero_budget);
+
+            assert!(result.is_ok());
+            let mut budget_drips = result.unwrap();
+            assert_eq!(31, budget_drips.len());
+            assert!(budget_drips.iter().all(|bd| bd.quantity == 100));
+            budget_drips.sort_by_key(|bd| bd.date);
+            for i in 1..31 {
+                assert_eq!(Ok(i), budget_drips.get(i - 1).unwrap().date.day().try_into());
+            }
+        }
+
+        #[test]
+        fn when_zero_budget_with_non_integer_budget_per_day_then_remainder_on_one_day() {
+            let actualbudget_zero_budget = make_fake_actualbudget_zero_budget_builder("0")
+                .amount(31 * 100 + 30)
+                .category_id(String::from("0"))
+                .month(ActualbudgetDate::from_i32(202401))
+                .build()
+                .unwrap();
+
+            let result = map_actualbudget_zero_budget_to_budget_drips(&actualbudget_zero_budget);
+
+            assert!(result.is_ok());
+            let budget_drips = result.unwrap();
+            assert_eq!(31, budget_drips.len());
+
+            let budget_drips_quantity_not_floored: Vec<&BudgetDrip> = budget_drips
+                .iter()
+                .filter(|bd| bd.quantity != 100)
+                .collect();
+            assert_eq!(1, budget_drips_quantity_not_floored.len());
+
+            let budget_drips_floored: Vec<&BudgetDrip> = budget_drips
+                .iter()
+                .filter(|bd| bd.quantity == 100)
+                .collect();
+            assert_eq!(30, budget_drips_floored.len());
+        }
+    }
+
+    #[test]
+    fn when_no_zero_budgets_then_no_budget_drips() {
+        let actualbudget_zero_budgets = [];
+        let result = transform_budget_drips(&actualbudget_zero_budgets);
+        assert!(result.is_ok());
+        assert_eq!(result.unwrap().len(), 0);
+    }
+
+    #[test]
+    fn when_one_zero_budget_with_integer_budget_per_day_then_evenly_divided_budget_drips() {
+        let actualbudget_zero_budgets = [
+            make_fake_actualbudget_zero_budget_builder("0")
+                .amount(31 * 100)
+                .category_id(String::from("0"))
+                .month(ActualbudgetDate::from_i32(202401))
+                .build()
+                .unwrap()
+        ];
+
+        let result = transform_budget_drips(&actualbudget_zero_budgets);
+
+        assert!(result.is_ok());
+        let mut budget_drips = result.unwrap();
+        assert_eq!(31, budget_drips.len());
+        assert!(budget_drips.iter().all(|bd| bd.quantity == 100));
+        budget_drips.sort_by_key(|bd| bd.date);
+        for i in 1..31 {
+            assert_eq!(Ok(i), budget_drips.get(i - 1).unwrap().date.day().try_into());
+        }
+    }
+
+    #[test]
+    fn when_one_zero_budgets_with_non_integer_budget_per_day_then_remainder_on_one_day() {
+        let actualbudget_zero_budgets = [
+            make_fake_actualbudget_zero_budget_builder("0")
+                .amount(31 * 100 + 30)
+                .category_id(String::from("0"))
+                .month(ActualbudgetDate::from_i32(202401))
+                .build()
+                .unwrap()
+        ];
+
+        let result = transform_budget_drips(&actualbudget_zero_budgets);
+
+        assert!(result.is_ok());
+        let budget_drips = result.unwrap();
+        assert_eq!(31, budget_drips.len());
+
+        let budget_drips_quantity_not_floored: Vec<&BudgetDrip> = budget_drips
+            .iter()
+            .filter(|bd| bd.quantity != 100)
+            .collect();
+        assert_eq!(1, budget_drips_quantity_not_floored.len());
+
+        let budget_drips_floored: Vec<&BudgetDrip> = budget_drips
+            .iter()
+            .filter(|bd| bd.quantity == 100)
+            .collect();
+        assert_eq!(30, budget_drips_floored.len());
+    }
+
+    #[test]
+    fn when_multiple_zero_budgets_with_integer_budget_per_day_across_multiple_categories_then_evenly_divided_budget_drips() {
+        let actualbudget_zero_budgets = [
+            make_fake_actualbudget_zero_budget_builder("0")
+                .amount(31 * 100)
+                .category_id(String::from("0"))
+                .month(ActualbudgetDate::from_i32(202401))
+                .build()
+                .unwrap(),
+            make_fake_actualbudget_zero_budget_builder("1")
+                .amount(31 * 200)
+                .category_id(String::from("1"))
+                .month(ActualbudgetDate::from_i32(202401))
+                .build()
+                .unwrap(),
+            make_fake_actualbudget_zero_budget_builder("2")
+                .amount(29 * 110)
+                .category_id(String::from("0"))
+                .month(ActualbudgetDate::from_i32(202402))
+                .build()
+                .unwrap(),
+            make_fake_actualbudget_zero_budget_builder("3")
+                .amount(29 * 210)
+                .category_id(String::from("1"))
+                .month(ActualbudgetDate::from_i32(202402))
+                .build()
+                .unwrap(),
+        ];
+
+        let result = transform_budget_drips(&actualbudget_zero_budgets);
+        let category_0_id = transform_id("0");
+        let category_1_id = transform_id("1");
+
+        assert!(result.is_ok());
+        let budget_drips = result.unwrap();
+        assert_eq!(31 + 31 + 29 + 29, budget_drips.len());
+
+        let budget_drips_jan_category_0: Vec<&BudgetDrip> = budget_drips
+            .iter()
+            .filter(|bd| bd.category_id == category_0_id && bd.date.month() == 1)
+            .collect();
+        assert_eq!(31, budget_drips_jan_category_0.len());
+        assert!(budget_drips_jan_category_0.iter().all(|bd| bd.quantity == 100));
+
+        let budget_drips_jan_category_1: Vec<&BudgetDrip> = budget_drips
+            .iter()
+            .filter(|bd| bd.category_id == category_1_id && bd.date.month() == 1)
+            .collect();
+        assert_eq!(31, budget_drips_jan_category_1.len());
+        assert!(budget_drips_jan_category_1.iter().all(|bd| bd.quantity == 200));
+
+        let budget_drips_feb_category_0: Vec<&BudgetDrip> = budget_drips
+            .iter()
+            .filter(|bd| bd.category_id == category_0_id && bd.date.month() == 2)
+            .collect();
+        assert_eq!(29, budget_drips_feb_category_0.len());
+        assert!(budget_drips_feb_category_0.iter().all(|bd| bd.quantity == 110));
+
+        let budget_drips_feb_category_1: Vec<&BudgetDrip> = budget_drips
+            .iter()
+            .filter(|bd| bd.category_id == category_1_id && bd.date.month() == 2)
+            .collect();
+        assert_eq!(29, budget_drips_feb_category_1.len());
+        assert!(budget_drips_feb_category_1.iter().all(|bd| bd.quantity == 210));
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_categories.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_categories.rs
new file mode 100644
index 0000000..17ce194
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_categories.rs
@@ -0,0 +1,204 @@
+use actualbudget_models::{ActualbudgetCategory, ActualbudgetZeroBudget};
+use itertools::Itertools;
+use schist_models::{budget_period_unit::BudgetPeriodUnit, category::Category, date_utc::DateUtc};
+
+use super::transform_id;
+
+pub fn transform_categories(
+    actualbudget_categories: &[ActualbudgetCategory],
+    actualbudget_zero_budgets: &[ActualbudgetZeroBudget],
+    before_first_activity: &DateUtc,
+) -> Vec<Category> {
+    let last_non_zero_month = actualbudget_zero_budgets
+        .iter()
+        .map(|zb| zb.month.clone())
+        .unique()
+        .filter(|month| actualbudget_zero_budgets
+            .iter()
+            .any(|zb| zb.month == *month && zb.amount != 0)
+        ).max();
+
+    let actualbudget_zero_budgets = if let Some(last_non_zero_month) = last_non_zero_month {
+        &actualbudget_zero_budgets
+            .iter()
+            .filter(|zb| zb.month == last_non_zero_month)
+            .cloned()
+            .collect::<Vec<_>>()
+    } else {
+        actualbudget_zero_budgets
+    };
+
+    actualbudget_categories.iter().map(|actualbudget_category| Category {
+        id: transform_id(&actualbudget_category.id.clone()),
+        name: actualbudget_category.name.clone(),
+        balance: 0,
+        balance_date: before_first_activity.clone(),
+        budget_period: 1,
+        budget_period_unit: BudgetPeriodUnit::Month,
+        budget_quantity: get_budget_quantity(actualbudget_category, actualbudget_zero_budgets),
+    }).collect()
+}
+
+fn get_budget_quantity(
+    actualbudget_category: &ActualbudgetCategory,
+    actualbudget_zero_budgets: &[ActualbudgetZeroBudget]
+) -> i32 {
+    let latest_zero_budget_for_category = actualbudget_zero_budgets
+        .iter()
+        .filter(|zb| zb.category_id == actualbudget_category.id)
+        .max_by_key(|zb| zb.month.clone());
+
+    match latest_zero_budget_for_category {
+        Some(latest_zero_budget_for_category) => latest_zero_budget_for_category.amount,
+        None => 0,
+    }
+}
+
+#[cfg(test)]
+mod test {
+    use actualbudget_fakes::{actualbudget_category::make_fake_actualbudget_category_builder, actualbudget_zero_budget::make_fake_actualbudget_zero_budget_builder};
+    use actualbudget_models::ActualbudgetDate;
+    use schist_models::{budget_period_unit::BudgetPeriodUnit, date_utc::DateUtc};
+    use schist_traits::nowlike::Nowlike;
+
+    use crate::transform_state::transform_id::transform_id;
+
+    use super::transform_categories;
+
+    #[test]
+    fn when_one_category_one_zero_budget_then_transforms_category() {
+        let actualbudget_categories = [
+            make_fake_actualbudget_category_builder("0").name(String::from("Food")).build().unwrap(),
+        ];
+        let actualbudget_zero_budgets = [
+            make_fake_actualbudget_zero_budget_builder("0").amount(100).build().unwrap(),
+        ];
+        let before_first_transaction = DateUtc::now();
+
+        let categories = transform_categories(
+            &actualbudget_categories,
+            &actualbudget_zero_budgets,
+            &before_first_transaction,
+        );
+
+        assert_eq!(1, categories.len());
+        let category = categories.get(0).unwrap();
+        assert_eq!("Food", category.name);
+        assert_eq!(0, category.balance);
+        assert_eq!(before_first_transaction, category.balance_date);
+        assert_eq!(1, category.budget_period);
+        assert_eq!(BudgetPeriodUnit::Month, category.budget_period_unit);
+        assert_eq!(100, category.budget_quantity);
+    }
+
+    #[test]
+    fn when_one_category_no_zero_budget_then_transforms_category() {
+        let actualbudget_categories = [
+            make_fake_actualbudget_category_builder("0").name(String::from("Food")).build().unwrap(),
+        ];
+        let actualbudget_zero_budgets = [];
+        let before_first_transaction = DateUtc::now();
+
+        let categories = transform_categories(
+            &actualbudget_categories,
+            &actualbudget_zero_budgets,
+            &before_first_transaction,
+        );
+
+        assert_eq!(1, categories.len());
+        let category = categories.get(0).unwrap();
+        assert_eq!("Food", category.name);
+        assert_eq!(0, category.balance);
+        assert_eq!(before_first_transaction, category.balance_date);
+        assert_eq!(1, category.budget_period);
+        assert_eq!(BudgetPeriodUnit::Month, category.budget_period_unit);
+        assert_eq!(0, category.budget_quantity);
+    }
+
+    #[test]
+    fn when_one_category_multiple_zero_budgets_then_transforms_category() {
+        let actualbudget_categories = [
+            make_fake_actualbudget_category_builder("0").name(String::from("Food")).build().unwrap(),
+        ];
+        let jan = ActualbudgetDate::from_i32(202401);
+        let feb = ActualbudgetDate::from_i32(202402);
+        let mar = ActualbudgetDate::from_i32(202403);
+        let actualbudget_zero_budgets = [
+            make_fake_actualbudget_zero_budget_builder("0").amount(100).month(jan).build().unwrap(),
+            make_fake_actualbudget_zero_budget_builder("1").amount(200).month(feb).build().unwrap(),
+            make_fake_actualbudget_zero_budget_builder("2").amount(300).month(mar).build().unwrap(),
+        ];
+        let before_first_transaction = DateUtc::now();
+
+        let categories = transform_categories(
+            &actualbudget_categories,
+            &actualbudget_zero_budgets,
+            &before_first_transaction,
+        );
+
+        assert_eq!(1, categories.len());
+        let category = categories.get(0).unwrap();
+        assert_eq!("Food", category.name);
+        assert_eq!(0, category.balance);
+        assert_eq!(before_first_transaction, category.balance_date);
+        assert_eq!(1, category.budget_period);
+        assert_eq!(BudgetPeriodUnit::Month, category.budget_period_unit);
+        assert_eq!(300, category.budget_quantity);
+    }
+
+    #[test]
+    fn when_multiple_categories_multiple_zero_budgets_then_transforms_category() {
+        let actualbudget_categories = [
+            make_fake_actualbudget_category_builder("0").name(String::from("Food")).build().unwrap(),
+            make_fake_actualbudget_category_builder("1").name(String::from("Clothes")).build().unwrap(),
+            make_fake_actualbudget_category_builder("2").name(String::from("Rent")).build().unwrap(),
+        ];
+        let jan = ActualbudgetDate::from_i32(202401);
+        let feb = ActualbudgetDate::from_i32(202402);
+        let mar = ActualbudgetDate::from_i32(202403);
+        let actualbudget_zero_budgets = [
+            make_fake_actualbudget_zero_budget_builder("0").amount(100).month(jan.clone()).category_id(String::from("0")).build().unwrap(),
+            make_fake_actualbudget_zero_budget_builder("1").amount(200).month(feb.clone()).category_id(String::from("0")).build().unwrap(),
+            make_fake_actualbudget_zero_budget_builder("2").amount(300).month(mar.clone()).category_id(String::from("0")).build().unwrap(),
+            make_fake_actualbudget_zero_budget_builder("3").amount(110).month(jan.clone()).category_id(String::from("1")).build().unwrap(),
+            make_fake_actualbudget_zero_budget_builder("4").amount(210).month(feb.clone()).category_id(String::from("1")).build().unwrap(),
+            make_fake_actualbudget_zero_budget_builder("5").amount(310).month(mar.clone()).category_id(String::from("1")).build().unwrap(),
+            make_fake_actualbudget_zero_budget_builder("6").amount(120).month(jan.clone()).category_id(String::from("2")).build().unwrap(),
+            make_fake_actualbudget_zero_budget_builder("7").amount(220).month(feb.clone()).category_id(String::from("2")).build().unwrap(),
+            make_fake_actualbudget_zero_budget_builder("8").amount(320).month(mar.clone()).category_id(String::from("2")).build().unwrap(),
+        ];
+        let before_first_transaction = DateUtc::now();
+
+        let categories = transform_categories(
+            &actualbudget_categories,
+            &actualbudget_zero_budgets,
+            &before_first_transaction,
+        );
+
+        assert_eq!(3, categories.len());
+
+        let category_0 = categories.iter().filter(|c| c.id == transform_id("0")).last().unwrap();
+        assert_eq!("Food", category_0.name);
+        assert_eq!(0, category_0.balance);
+        assert_eq!(before_first_transaction, category_0.balance_date);
+        assert_eq!(1, category_0.budget_period);
+        assert_eq!(BudgetPeriodUnit::Month, category_0.budget_period_unit);
+        assert_eq!(300, category_0.budget_quantity);
+
+        let category_1 = categories.iter().filter(|c| c.id == transform_id("1")).last().unwrap();
+        assert_eq!("Clothes", category_1.name);
+        assert_eq!(0, category_1.balance);
+        assert_eq!(before_first_transaction, category_1.balance_date);
+        assert_eq!(1, category_1.budget_period);
+        assert_eq!(BudgetPeriodUnit::Month, category_1.budget_period_unit);
+        assert_eq!(310, category_1.budget_quantity);
+
+        let category_2 = categories.iter().filter(|c| c.id == transform_id("2")).last().unwrap();
+        assert_eq!("Rent", category_2.name);
+        assert_eq!(0, category_2.balance);
+        assert_eq!(before_first_transaction, category_2.balance_date);
+        assert_eq!(1, category_2.budget_period);
+        assert_eq!(BudgetPeriodUnit::Month, category_2.budget_period_unit);
+        assert_eq!(320, category_2.budget_quantity);
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_category_transfers.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_category_transfers.rs
new file mode 100644
index 0000000..318e88c
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_category_transfers.rs
@@ -0,0 +1,346 @@
+use actualbudget_models::{
+    ActualbudgetAccount,
+    ActualbudgetTransaction,
+};
+use anyhow::{bail, Context, Result};
+use itertools::Itertools;
+use schist_models::category_transfer::CategoryTransfer;
+
+use super::{is_category_transfer, transform_id};
+
+pub fn transform_category_transfers(
+    actualbudget_transactions: &[ActualbudgetTransaction],
+    actualbudget_category_transfers_account: &Option<ActualbudgetAccount>,
+) -> Result<Vec<CategoryTransfer>> {
+    let actualbudget_category_transfers = actualbudget_transactions
+        .iter()
+        .filter(|transaction|
+            is_category_transfer(transaction, actualbudget_category_transfers_account)
+        );
+    let actualbudget_parent_category_transfers: Vec<ActualbudgetTransaction> = actualbudget_category_transfers
+        .clone()
+        .filter(|t| t.is_parent)
+        .map(ActualbudgetTransaction::clone)
+        .collect();
+    let actualbudget_child_category_transfers: Vec<ActualbudgetTransaction> = actualbudget_category_transfers
+        .filter(|t| t.is_child)
+        .map(ActualbudgetTransaction::clone)
+        .collect();
+
+    Ok(actualbudget_parent_category_transfers
+        .iter()
+        .map(|pct| transform_category_transfer(pct, &actualbudget_child_category_transfers))
+        .filter_ok(Option::is_some)
+        .map_ok(Option::unwrap)
+        .collect::<Result<Vec<CategoryTransfer>>>()
+        .with_context(|| "failed to transform category transfers")?
+    )
+}
+
+fn transform_category_transfer(
+    actualbudget_parent_category_transfer: &ActualbudgetTransaction,
+    actualbudget_child_category_transfers: &[ActualbudgetTransaction],
+) -> Result<Option<CategoryTransfer>> {
+    transform_category_transfer_without_context(
+        actualbudget_parent_category_transfer,
+        actualbudget_child_category_transfers,
+    ).with_context(|| "failed to transform category transfer")
+}
+
+fn transform_category_transfer_without_context(
+    actualbudget_parent_category_transfer: &ActualbudgetTransaction,
+    actualbudget_child_category_transfers: &[ActualbudgetTransaction],
+) -> Result<Option<CategoryTransfer>> {
+    let actualbudget_child_category_transfers = actualbudget_child_category_transfers
+        .iter()
+        .filter(|t|
+            t.parent_id
+                .clone()
+                .is_some_and(|parent_id| parent_id == actualbudget_parent_category_transfer.id)
+        ).map(ActualbudgetTransaction::clone);
+
+    let from_transfers: Vec<ActualbudgetTransaction> = actualbudget_child_category_transfers
+        .clone()
+        .filter(|t| t.amount < 0)
+        .collect();
+    if from_transfers.len() != 1 {
+        bail!(
+            "actualbudget parent category transfer {} had {} from child transfers",
+            actualbudget_parent_category_transfer.id,
+            from_transfers.len(),
+        );
+    }
+    let from_transfer = from_transfers.get(0).unwrap();
+
+    if from_transfer.category_id.is_none() {
+        bail!("actualbudget child from transfer {} had no category ID", from_transfer.id);
+    }
+    let from_category_id: i32 = transform_id(&from_transfer.category_id.clone().unwrap());
+
+    let to_transfers: Vec<ActualbudgetTransaction> = actualbudget_child_category_transfers
+        .clone()
+        .filter(|t| t.amount > 0)
+        .collect();
+    if to_transfers.len() != 1 {
+        bail!(
+            "actualbudget parent category transfer {} had {} to child transfers",
+            actualbudget_parent_category_transfer.id,
+            to_transfers.len(),
+        );
+    }
+    let to_transfer = to_transfers.get(0).unwrap();
+
+    if to_transfer.category_id.is_none() {
+        bail!("actualbudget child to transfer {} had no category ID", to_transfer.id);
+    }
+    let to_category_id: i32 = transform_id(&to_transfer.category_id.clone().unwrap());
+
+    if from_transfer.amount != -to_transfer.amount
+    {
+        bail!("actualbudget category transfer amounts did not sum to zero");
+    }
+
+    Ok(Some(CategoryTransfer {
+        id: transform_id(&actualbudget_parent_category_transfer.id),
+        description: actualbudget_parent_category_transfer
+            .notes
+            .clone()
+            .unwrap_or_else(String::new),
+        quantity: to_transfer.amount.try_into().unwrap(),
+        from_category_id,
+        to_category_id,
+    }))
+}
+
+#[cfg(test)]
+mod test {
+    use actualbudget_fakes::{actualbudget_account::make_fake_actualbudget_account, actualbudget_transaction::make_fake_actualbudget_transaction_builder};
+    use actualbudget_models::{ActualbudgetTransaction, ActualbudgetTransactionBuilder};
+    use schist_models::category_transfer::CategoryTransfer;
+
+    use crate::transform_state::transform_id::transform_id;
+
+    use super::transform_category_transfers;
+
+    #[test]
+    fn when_one_category_transfer_then_transforms() {
+        let actualbudget_category_transfers_account = make_fake_actualbudget_account("0");
+        let actualbudget_transactions = [
+            make_fake_parent_transaction("0"),
+            make_fake_from_child_transaction("1", "0"),
+            make_fake_to_child_transaction("2", "0"),
+        ];
+
+        let result = transform_category_transfers(
+            &actualbudget_transactions,
+            &Some(actualbudget_category_transfers_account),
+        );
+
+        assert!(result.is_ok());
+        let category_transfers = result.unwrap();
+        assert_eq!(1, category_transfers.len());
+        let category_transfer = category_transfers.get(0).unwrap();
+        assert_eq!(100, category_transfer.quantity);
+        assert_eq!("I was a parent transaction", category_transfer.description);
+        assert_eq!(transform_id("0"), category_transfer.from_category_id);
+        assert_eq!(transform_id("1"), category_transfer.to_category_id);
+    }
+
+    #[test]
+    fn when_many_transactions_then_transforms() {
+        let actualbudget_category_transfers_account = make_fake_actualbudget_account("0");
+        let actualbudget_transactions = [
+            make_fake_parent_transaction("0"),
+            make_fake_from_child_transaction_builder("1", 100, "0").category_id(Some(String::from("0"))).build().unwrap(),
+            make_fake_to_child_transaction_builder("2", 100, "0").category_id(Some(String::from("1"))).build().unwrap(),
+            make_fake_parent_transaction("3"),
+            make_fake_from_child_transaction_builder("4", 200, "3").category_id(Some(String::from("1"))).build().unwrap(),
+            make_fake_to_child_transaction_builder("5", 200, "3").category_id(Some(String::from("0"))).build().unwrap(),
+            make_fake_actualbudget_transaction_builder("6").amount(300).build().unwrap(),
+            make_fake_actualbudget_transaction_builder("7").amount(-400).build().unwrap(),
+        ];
+
+        let result = transform_category_transfers(
+            &actualbudget_transactions,
+            &Some(actualbudget_category_transfers_account),
+        );
+
+        assert!(result.is_ok());
+        let category_transfers = result.unwrap();
+        assert_eq!(2, category_transfers.len());
+
+        let category_transfer_0: Vec<&CategoryTransfer> = category_transfers
+            .iter()
+            .filter(|ct| ct.quantity == 100)
+            .collect();
+        assert_eq!(1, category_transfer_0.len());
+        let category_transfer_0 = category_transfer_0.get(0).unwrap();
+        assert_eq!(transform_id("0"), category_transfer_0.from_category_id);
+        assert_eq!(transform_id("1"), category_transfer_0.to_category_id);
+
+        let category_transfer_1: Vec<&CategoryTransfer> = category_transfers
+            .iter()
+            .filter(|ct| ct.quantity == 200)
+            .collect();
+        assert_eq!(1, category_transfer_1.len());
+        let category_transfer_1 = category_transfer_1.get(0).unwrap();
+        assert_eq!(transform_id("1"), category_transfer_1.from_category_id);
+        assert_eq!(transform_id("0"), category_transfer_1.to_category_id);
+    }
+
+    #[test]
+    fn when_multiple_child_from_transactions_then_err() {
+        let actualbudget_category_transfers_account = make_fake_actualbudget_account("0");
+        let actualbudget_transactions = [
+            make_fake_parent_transaction("0"),
+            make_fake_from_child_transaction_builder("1", 50, "0").build().unwrap(),
+            make_fake_from_child_transaction_builder("2", 50, "0").build().unwrap(),
+            make_fake_to_child_transaction_builder("3", 100, "0").build().unwrap(),
+        ];
+
+        let result = transform_category_transfers(
+            &actualbudget_transactions,
+            &Some(actualbudget_category_transfers_account),
+        );
+
+        assert!(result.is_err());
+    }
+
+    #[test]
+    fn when_multiple_child_to_transactions_then_err() {
+        let actualbudget_category_transfers_account = make_fake_actualbudget_account("0");
+        let actualbudget_transactions = [
+            make_fake_parent_transaction("0"),
+            make_fake_from_child_transaction_builder("1", 100, "0").build().unwrap(),
+            make_fake_to_child_transaction_builder("2", 50, "0").build().unwrap(),
+            make_fake_to_child_transaction_builder("3", 50, "0").build().unwrap(),
+        ];
+
+        let result = transform_category_transfers(
+            &actualbudget_transactions,
+            &Some(actualbudget_category_transfers_account),
+        );
+
+        assert!(result.is_err());
+    }
+
+    #[test]
+    fn when_no_child_from_transactions_then_err() {
+        let actualbudget_category_transfers_account = make_fake_actualbudget_account("0");
+        let actualbudget_transactions = [
+            make_fake_parent_transaction("0"),
+            make_fake_to_child_transaction("1", "0"),
+        ];
+
+        let result = transform_category_transfers(
+            &actualbudget_transactions,
+            &Some(actualbudget_category_transfers_account),
+        );
+
+        assert!(result.is_err());
+    }
+
+    #[test]
+    fn when_no_child_to_transactions_then_err() {
+        let actualbudget_category_transfers_account = make_fake_actualbudget_account("0");
+        let actualbudget_transactions = [
+            make_fake_parent_transaction("0"),
+            make_fake_from_child_transaction("1", "0"),
+        ];
+
+        let result = transform_category_transfers(
+            &actualbudget_transactions,
+            &Some(actualbudget_category_transfers_account),
+        );
+
+        assert!(result.is_err());
+    }
+
+    #[test]
+    fn when_child_amounts_dont_add_up_to_zero_then_err() {
+        let actualbudget_category_transfers_account = make_fake_actualbudget_account("0");
+        let actualbudget_transactions = [
+            make_fake_parent_transaction("0"),
+            make_fake_from_child_transaction_builder("1", 50, "0").build().unwrap(),
+            make_fake_to_child_transaction_builder("2", 100, "0").build().unwrap(),
+        ];
+
+        let result = transform_category_transfers(
+            &actualbudget_transactions,
+            &Some(actualbudget_category_transfers_account),
+        );
+
+        assert!(result.is_err());
+    }
+
+    #[test]
+    fn when_child_category_transfer_has_no_category_then_err() {
+        let actualbudget_category_transfers_account = make_fake_actualbudget_account("0");
+        let actualbudget_transactions_0 = [
+            make_fake_parent_transaction("0"),
+            make_fake_from_child_transaction_builder("1", 100, "0").category_id(None).build().unwrap(),
+            make_fake_to_child_transaction_builder("2", 100, "0").build().unwrap(),
+        ];
+        let actualbudget_transactions_1 = [
+            make_fake_parent_transaction("0"),
+            make_fake_from_child_transaction_builder("1", 100, "0").build().unwrap(),
+            make_fake_to_child_transaction_builder("2", 100, "0").category_id(None).build().unwrap(),
+        ];
+
+        let result_0 = transform_category_transfers(
+            &actualbudget_transactions_0,
+            &Some(actualbudget_category_transfers_account.clone()),
+        );
+        let result_1 = transform_category_transfers(
+            &actualbudget_transactions_1,
+            &Some(actualbudget_category_transfers_account),
+        );
+
+        assert!(result_0.is_err());
+        assert!(result_1.is_err());
+    }
+
+    fn make_fake_parent_transaction(id: &str) -> ActualbudgetTransaction {
+        make_fake_parent_transaction_builder(id).build().unwrap()
+    }
+
+    fn make_fake_parent_transaction_builder(id: &str) -> ActualbudgetTransactionBuilder {
+        let mut builder = make_fake_actualbudget_transaction_builder(id);
+        builder
+            .account_id(String::from("0"))
+            .notes(Some(String::from("I was a parent transaction")))
+            .is_parent(true);
+        builder
+    }
+
+    fn make_fake_from_child_transaction(id: &str, parent_id: &str) -> ActualbudgetTransaction {
+        make_fake_from_child_transaction_builder(id, 100, parent_id).build().unwrap()
+    }
+        fn make_fake_from_child_transaction_builder(id: &str, amount: i32, parent_id: &str) -> ActualbudgetTransactionBuilder {
+            let mut builder = make_fake_actualbudget_transaction_builder(id);
+            builder
+                .account_id(String::from("0"))
+                .category_id(Some(String::from("0")))
+                .amount(-amount)
+                .is_child(true)
+                .notes(Some(String::from("I was a from child transaction")))
+                .parent_id(Some(String::from(parent_id)));
+            builder
+    }
+
+    fn make_fake_to_child_transaction(id: &str, parent_id: &str) -> ActualbudgetTransaction {
+        make_fake_to_child_transaction_builder(id, 100, parent_id).build().unwrap()
+    }
+
+    fn make_fake_to_child_transaction_builder(id: &str, amount: i32, parent_id: &str) -> ActualbudgetTransactionBuilder {
+        let mut builder = make_fake_actualbudget_transaction_builder(id);
+        builder
+            .account_id(String::from("0"))
+            .category_id(Some(String::from("1")))
+            .amount(amount)
+            .is_child(true)
+            .notes(Some(String::from("I was a to child transaction")))
+            .parent_id(Some(String::from(parent_id)));
+        builder
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_date.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_date.rs
new file mode 100644
index 0000000..57adae0
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_date.rs
@@ -0,0 +1,31 @@
+use actualbudget_models::ActualbudgetDate;
+use anyhow::Result;
+use schist_models::date_utc::DateUtc;
+
+pub fn transform_date(actualbudget_date: &ActualbudgetDate) -> Result<DateUtc> {
+    actualbudget_date.to_iso_date().parse()
+}
+
+#[cfg(test)]
+mod test {
+    use actualbudget_models::ActualbudgetDate;
+    use schist_models::date_utc::DateUtc;
+
+    use super::transform_date;
+
+    #[test]
+    fn when_utc_epoch_as_day_then_utc_epoch() {
+        let actualbudget_date = ActualbudgetDate::from_i32(19700101);
+        let date_utc = transform_date(&actualbudget_date).unwrap();
+        let expected_date_utc: DateUtc = "1970-01-01".parse().unwrap();
+        assert_eq!(expected_date_utc, date_utc);
+    }
+
+    #[test]
+    fn when_utc_epoch_as_month_then_utc_epoch() {
+        let actualbudget_date = ActualbudgetDate::from_i32(197001);
+        let date_utc = transform_date(&actualbudget_date).unwrap();
+        let expected_date_utc: DateUtc = "1970-01-01".parse().unwrap();
+        assert_eq!(expected_date_utc, date_utc);
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_id.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_id.rs
new file mode 100644
index 0000000..2d2f3af
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_id.rs
@@ -0,0 +1,26 @@
+use std::hash::{DefaultHasher, Hash, Hasher};
+
+pub fn transform_id(actualbudget_id: &str) -> i32 {
+    let mut hasher = DefaultHasher::new();
+    actualbudget_id.hash(&mut hasher);
+    (hasher.finish() % std::convert::TryInto::<u64>::try_into(i32::MAX).unwrap())
+        .try_into()
+        .unwrap()
+}
+
+#[cfg(test)]
+mod test {
+    use crate::test_resources::RANDOM_UUIDS;
+
+    use super::transform_id;
+
+    #[test]
+    fn when_transform_many_random_uuids_then_no_repeats() {
+        let mut results_so_far: Vec<i32> = Vec::new();
+        for &uuid in RANDOM_UUIDS {
+            let transformed_uuid = transform_id(uuid);
+            assert!(!results_so_far.contains(&transformed_uuid));
+            results_so_far.push(transformed_uuid);
+        }
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_state.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_state.rs
new file mode 100644
index 0000000..7c64e35
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_state.rs
@@ -0,0 +1,64 @@
+use anyhow::{bail, Context, Result};
+use schist_models::{account::Account, category::Category, category_transfer::CategoryTransfer, date_utc::DateUtc, transaction::Transaction, transaction_categorisation::TransactionCategorisation};
+
+use crate::{actualbudget_state::ActualbudgetState, schist_state::SchistState};
+
+use super::{transform_account_transfers, transform_accounts, transform_budget_drips::transform_budget_drips, transform_categories, transform_category_transfers, transform_date, transform_transactions};
+
+pub fn transform_state(actualbudget_state: ActualbudgetState) -> Result<SchistState> {
+    transform_state_without_context(actualbudget_state)
+        .with_context(|| "failed to transform actualbudget state to schist state")
+}
+
+fn transform_state_without_context(actualbudget_state: ActualbudgetState) -> Result<SchistState> {
+    let (remaining_transactions, account_transfers) = transform_account_transfers(
+        &actualbudget_state.actualbudget_transactions,
+    )?;
+    let first_activity_date =
+        transform_date(&actualbudget_state.actualbudget_first_activity_date)?;
+    let before_first_activity_date = find_date_before(&first_activity_date)?;
+    let accounts: Vec<Account> =
+        transform_accounts(
+            &actualbudget_state.actualbudget_accounts,
+            &actualbudget_state.actualbudget_category_transfers_account,
+            &first_activity_date,
+        );
+    let budget_drips = transform_budget_drips(&actualbudget_state.actualbudget_zero_budgets)?;
+    let categories: Vec<Category> = transform_categories(
+        &actualbudget_state.actualbudget_categories,
+        &actualbudget_state.actualbudget_zero_budgets,
+        &before_first_activity_date,
+    );
+    let (transactions, transaction_categorisations): (Vec<Transaction>, Vec<TransactionCategorisation>) =
+        transform_transactions(
+            &remaining_transactions,
+            &actualbudget_state.actualbudget_category_transfers_account,
+            &actualbudget_state.actualbudget_payees,
+        )?;
+    let category_transfers: Vec<CategoryTransfer> = transform_category_transfers(
+        &remaining_transactions,
+        &actualbudget_state.actualbudget_category_transfers_account,
+    )?;
+
+    Ok(SchistState {
+        first_transaction_date: first_activity_date,
+        accounts,
+        account_transfers,
+        categories,
+        budget_drips,
+        transactions,
+        transaction_categorisations,
+        category_transfers,
+    })
+}
+
+fn find_date_before(date: &DateUtc) -> Result<DateUtc> {
+    for days_before in 1..31 {
+        let result = date.sub_days(days_before);
+        if result.is_ok() {
+            return result;
+        }
+    }
+
+    bail!("failed to find a date before {}", date)
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_transactions.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_transactions.rs
new file mode 100644
index 0000000..f7fb098
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/src/transform_state/transform_transactions.rs
@@ -0,0 +1,253 @@
+use anyhow::{Context, Result};
+use actualbudget_models::{ActualbudgetAccount, ActualbudgetPayee, ActualbudgetTransaction};
+use schist_models::{transaction::Transaction, transaction_categorisation::TransactionCategorisation};
+
+use super::{is_not_category_transfer, transform_date, transform_id};
+
+pub fn transform_transactions(
+    actualbudget_transactions: &[ActualbudgetTransaction],
+    actualbudget_category_transfers_account: &Option<ActualbudgetAccount>,
+    actualbudget_payees: &[ActualbudgetPayee],
+) -> Result<(Vec<Transaction>, Vec<TransactionCategorisation>)> {
+    transform_transactions_without_context(
+        actualbudget_transactions,
+        actualbudget_category_transfers_account,
+        actualbudget_payees,
+    )
+        .with_context(|| "failed to transform actualbudget transactions to schist transactions")
+}
+
+fn transform_transactions_without_context(
+    actualbudget_transactions: &[ActualbudgetTransaction],
+    actualbudget_category_transfers_account: &Option<ActualbudgetAccount>,
+    actualbudget_payees: &[ActualbudgetPayee],
+) -> Result<(Vec<Transaction>, Vec<TransactionCategorisation>)> {
+    let mut transactions = Vec::<Transaction>::new();
+    let mut transaction_categorisations = Vec::<TransactionCategorisation>::new();
+
+    let actualbudget_transactions = actualbudget_transactions
+        .iter()
+        .filter(|t| is_not_category_transfer(t, actualbudget_category_transfers_account));
+    let parent_actualbudget_transactions: Vec<&ActualbudgetTransaction> = actualbudget_transactions
+        .clone()
+        .filter(|t| t.is_parent)
+        .collect();
+    let child_actualbudget_transactions: Vec<&ActualbudgetTransaction> = actualbudget_transactions
+        .clone()
+        .filter(|t| t.is_child)
+        .collect();
+    let atomic_actualbudget_transactions: Vec<&ActualbudgetTransaction> = actualbudget_transactions
+        .filter(|t| !t.is_parent && !t.is_child)
+        .collect();
+
+    for atomic_actualbudget_transaction in atomic_actualbudget_transactions {
+        let transaction_id = transform_id(&atomic_actualbudget_transaction.id);
+
+        let payee_name = atomic_actualbudget_transaction
+            .payee
+            .clone()
+            .map(|p| actualbudget_payees
+                .iter()
+                .find(|pp| pp.id == p)
+                .map(|pp| pp.name.clone())
+            ).unwrap_or(None)
+            .unwrap_or_else(String::new);
+
+        transactions.push(Transaction {
+            id: transaction_id,
+            description: atomic_actualbudget_transaction.notes.clone().unwrap_or_else(String::new),
+            payee: payee_name,
+            quantity: atomic_actualbudget_transaction.amount.try_into().unwrap(),
+            date: transform_date(&atomic_actualbudget_transaction.date)?,
+            account_id: transform_id(&atomic_actualbudget_transaction.account_id),
+        });
+
+        let actualbudget_category_id = atomic_actualbudget_transaction
+            .category_id
+            .clone()
+            .with_context(|| format!(
+                "atomic actualbudget transaction {} did not have a category ID",
+                atomic_actualbudget_transaction.id,
+            ))?;
+
+        transaction_categorisations.push(TransactionCategorisation {
+            id: transaction_id,
+            description: String::new(),
+            quantity: atomic_actualbudget_transaction.amount.try_into().unwrap(),
+            transaction_id,
+            category_id: transform_id(&actualbudget_category_id),
+        });
+    }
+
+    for parent_actualbudget_transaction in parent_actualbudget_transactions {
+        let child_actualbudget_transactions = child_actualbudget_transactions
+                .iter()
+                .filter(|t| t
+                    .parent_id
+                    .clone()
+                    .is_some_and(|parent_id| parent_id == parent_actualbudget_transaction.id.clone())
+                );
+
+        let transaction_id = transform_id(&parent_actualbudget_transaction.id);
+
+        transactions.push(Transaction {
+            id: transaction_id,
+            description: parent_actualbudget_transaction.notes.clone().unwrap_or_else(String::new),
+            payee: parent_actualbudget_transaction.payee.clone().unwrap_or_else(String::new),
+            quantity: parent_actualbudget_transaction.amount.try_into().unwrap(),
+            date: transform_date(&parent_actualbudget_transaction.date)?,
+            account_id: transform_id(&parent_actualbudget_transaction.account_id),
+        });
+
+        for child_actualbudget_transaction in child_actualbudget_transactions {
+            let actualbudget_category_id = child_actualbudget_transaction
+                .category_id
+                .clone()
+                .with_context(|| format!(
+                    "actualbudget child transaction {} had no category ID",
+                    child_actualbudget_transaction.id,
+                ))?;
+
+            transaction_categorisations.push(TransactionCategorisation {
+                id: transform_id(&child_actualbudget_transaction.id),
+                description: child_actualbudget_transaction.notes.clone().unwrap_or_else(String::new),
+                quantity: child_actualbudget_transaction.amount.try_into().unwrap(),
+                transaction_id,
+                category_id: transform_id(&actualbudget_category_id),
+            });
+        }
+    }
+
+    Ok((transactions, transaction_categorisations))
+}
+
+#[cfg(test)]
+mod test {
+    use actualbudget_fakes::{actualbudget_account::make_fake_actualbudget_account, actualbudget_payee::{make_fake_actualbudget_payee, make_fake_actualbudget_payee_builder}, actualbudget_transaction::make_fake_actualbudget_transaction_builder};
+    use actualbudget_models::ActualbudgetDate;
+    use schist_models::date_utc::DateUtc;
+
+    use crate::transform_state::transform_id::transform_id;
+
+    use super::transform_transactions;
+
+    #[test]
+    fn when_one_category_transfer_transaction_then_returns_empty() {
+        let actualbudget_transactions = [
+            make_fake_actualbudget_transaction_builder("0")
+                .category_id(Some(String::from("0")))
+                .build()
+                .unwrap(),
+        ];
+        let actualbudget_category_transfers_account = make_fake_actualbudget_account("0");
+        let actualbudget_payees = [make_fake_actualbudget_payee("0")];
+
+        let (transactions, transaction_categorisations) = transform_transactions(
+            &actualbudget_transactions,
+            &Some(actualbudget_category_transfers_account),
+            &actualbudget_payees,
+        ).unwrap();
+
+        assert_eq!(0, transactions.len());
+        assert_eq!(0, transaction_categorisations.len());
+    }
+
+    #[test]
+    fn when_one_atomic_transaction_then_returns_transformed_transaction() {
+        let actualbudget_transactions = [
+            make_fake_actualbudget_transaction_builder("0")
+                .account_id(String::from("0"))
+                .amount(100)
+                .category_id(Some(String::from("0")))
+                .payee(Some(String::from("0")))
+                .notes(Some(String::from("Savings")))
+                .date(ActualbudgetDate::from_i32(19700101))
+                .build()
+                .unwrap(),
+        ];
+        let actualbudget_payees = [
+            make_fake_actualbudget_payee_builder("0")
+                .name(String::from("Gringotts"))
+                .build()
+                .unwrap(),
+        ];
+
+        let (transactions, transaction_categorisations) = transform_transactions(
+            &actualbudget_transactions,
+            &None,
+            &actualbudget_payees,
+        ).unwrap();
+
+        assert_eq!(1, transactions.len());
+        let transaction = transactions.get(0).unwrap();
+        assert_eq!("Savings", transaction.description);
+        assert_eq!("Gringotts", transaction.payee);
+        assert_eq!(100, transaction.quantity);
+        assert_eq!(DateUtc::from_ymd(1970, 1, 1).unwrap(), transaction.date);
+        assert_eq!(transform_id("0"), transaction.account_id);
+
+        assert_eq!(1, transaction_categorisations.len());
+        let transaction_categorisation = transaction_categorisations.get(0).unwrap();
+        assert_eq!("", transaction_categorisation.description);
+        assert_eq!(100, transaction_categorisation.quantity);
+        assert_eq!(transaction.id, transaction_categorisation.transaction_id);
+        assert_eq!(transform_id("0"), transaction_categorisation.category_id);
+    }
+
+    #[test]
+    fn when_one_split_transaction_then_returns_transformed_transaction() {
+        let actualbudget_transactions = [
+            make_fake_actualbudget_transaction_builder("0")
+                .is_parent(true)
+                .amount(100)
+                .build()
+                .unwrap(),
+            make_fake_actualbudget_transaction_builder("1")
+                .amount(200)
+                .category_id(Some(String::from("0")))
+                .is_child(true)
+                .parent_id(Some(String::from("0")))
+                .notes(Some(String::from("notes A")))
+                .build()
+                .unwrap(),
+            make_fake_actualbudget_transaction_builder("2")
+                .amount(300)
+                .category_id(Some(String::from("0")))
+                .is_child(true)
+                .parent_id(Some(String::from("0")))
+                .notes(Some(String::from("notes B")))
+                .build()
+                .unwrap(),
+        ];
+
+        let (transactions, transaction_categorisations) = transform_transactions(
+            &actualbudget_transactions,
+            &None,
+            &[],
+        ).unwrap();
+
+        assert_eq!(1, transactions.len());
+        assert_eq!(2, transaction_categorisations.len());
+
+        let transaction = transactions.get(0).unwrap();
+        assert_eq!(100, transaction.quantity);
+
+        let transaction_categorisation_0 = transaction_categorisations
+            .iter()
+            .filter(|tc| tc.quantity == 200)
+            .last()
+            .unwrap();
+        assert_eq!(transaction.id, transaction_categorisation_0.transaction_id);
+        assert_eq!(transform_id("0"), transaction_categorisation_0.category_id);
+        assert_eq!("notes A", transaction_categorisation_0.description);
+
+        let transaction_categorisation_1 = transaction_categorisations
+            .iter()
+            .filter(|tc| tc.quantity == 300)
+            .last()
+            .unwrap();
+        assert_eq!(transaction.id, transaction_categorisation_1.transaction_id);
+        assert_eq!(transform_id("0"), transaction_categorisation_1.category_id);
+        assert_eq!("notes B", transaction_categorisation_1.description);
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/account_matchers.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/account_matchers.rs
new file mode 100644
index 0000000..599f31f
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/account_matchers.rs
@@ -0,0 +1,32 @@
+use schist_models::account::Account;
+
+pub fn get_account_matchers() -> Vec<Box<dyn Fn(&Account) -> bool>> {
+    vec![
+        Box::new(|a| matches_bank_account(a)),
+        Box::new(|a| matches_cash_account(a)),
+    ]
+}
+
+fn matches_bank_account(account: &Account) -> bool {
+    match account {
+        Account {
+            name,
+            opening_balance: 0,
+            opening_date,
+            ..
+        } => name == "My bank account" && *opening_date == "2024-08-01".parse().unwrap(),
+        _ => false,
+    }
+}
+
+fn matches_cash_account(account: &Account) -> bool {
+    match account {
+        Account {
+            name,
+            opening_balance: 0,
+            opening_date,
+            ..
+        } => name == "My cash account" && *opening_date == "2024-08-01".parse().unwrap(),
+        _ => false,
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/account_names.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/account_names.rs
new file mode 100644
index 0000000..1abee4b
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/account_names.rs
@@ -0,0 +1,17 @@
+pub const ACCOUNT_NAMES: &[&'static str] = &[
+    "My bank account",
+    "My cash account",
+    "Category transfers",
+];
+
+pub struct AccountNamesDict {
+    pub bank_account: &'static str,
+    pub cash_account: &'static str,
+    pub transfers_account: &'static str,
+}
+
+pub const ACCOUNT_NAMES_DICT: AccountNamesDict = AccountNamesDict {
+    bank_account: ACCOUNT_NAMES[0],
+    cash_account: ACCOUNT_NAMES[1],
+    transfers_account: ACCOUNT_NAMES[2],
+};
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/account_transfer_matchers.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/account_transfer_matchers.rs
new file mode 100644
index 0000000..ea3180e
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/account_transfer_matchers.rs
@@ -0,0 +1,45 @@
+use anyhow::Context;
+use schist_models::{account::Account, account_transfer::AccountTransfer};
+
+use super::ACCOUNT_NAMES_DICT;
+
+pub fn get_account_transfer_matchers(
+) -> Vec<Box<dyn Fn(&AccountTransfer, &[Account]) -> bool>> {
+    vec![
+        Box::new(|at, a| matches_cash_withdrawal_10_sept_2024(at, a)),
+    ]
+}
+
+fn matches_cash_withdrawal_10_sept_2024(
+    account_transfer: &AccountTransfer,
+    accounts: &[Account],
+) -> bool {
+    let bank_account = accounts
+        .iter()
+        .filter(|a| a.name == ACCOUNT_NAMES_DICT.bank_account)
+        .next()
+        .with_context(|| "failed to find bank account")
+        .unwrap();
+
+    let cash_account = accounts
+        .iter()
+        .filter(|a| a.name == ACCOUNT_NAMES_DICT.cash_account)
+        .next()
+        .with_context(|| "failed to find cash account")
+        .unwrap();
+
+    match account_transfer {
+        AccountTransfer {
+            id: _id,
+            date,
+            description,
+            quantity: 80_00,
+            from_account_id,
+            to_account_id,
+        } => *date == "2024-09-10".parse().unwrap()
+            && *description == ""
+            && *from_account_id == bank_account.id
+            && *to_account_id == cash_account.id,
+        _ => false,
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/budget_drip_matchers.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/budget_drip_matchers.rs
new file mode 100644
index 0000000..04be584
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/budget_drip_matchers.rs
@@ -0,0 +1,207 @@
+use std::sync::LazyLock;
+
+use schist_models::{budget_drip::BudgetDrip, category::Category, date_utc::DateUtc};
+use schist_traits::dateable::Dateable;
+
+use crate::common::category_names::{CATEGORY_NAME_BILLS, CATEGORY_NAME_BILLS_FLEXIBLE, CATEGORY_NAME_FOOD, CATEGORY_NAME_GENERAL, CATEGORY_NAME_SAVINGS};
+
+pub fn get_num_expected_budget_drips() -> usize {
+    let num_expected_dates = DATES.len();
+    let num_expected_categories = 5;
+    num_expected_dates * num_expected_categories
+}
+
+pub fn assert_budget_drip_matches(
+    budget_drip: &BudgetDrip,
+    categories: &[Category],
+) {
+    assert!(
+        DATES.iter().any(|date| *LazyLock::force(date) == budget_drip.date),
+        "budget drip had unexpected date: {:?}",
+        budget_drip,
+    );
+
+    let category_name = categories
+        .iter()
+        .find(|c| c.id == budget_drip.category_id)
+        .map(|c| c.name.clone())
+        .expect(format!(
+            "budget drip {:?} had unexpected category ID. categories were: {:?}",
+            budget_drip,
+            categories,
+        ).as_str());
+
+    let expected_quantity = match (
+        category_name.as_str(),
+        budget_drip.date.month(),
+        budget_drip.date.day(),
+    ) {
+        (CATEGORY_NAME_FOOD, 8 | 10, 1) => 6_50,
+        (CATEGORY_NAME_FOOD, 8 | 10, _) => 6_45,
+        (CATEGORY_NAME_FOOD, 9 | 11, 1) => 6_86,
+        (CATEGORY_NAME_FOOD, 9 | 11, _) => 6_66,
+        (CATEGORY_NAME_FOOD, _, _) => panic!("budget drip {:?} had unexpected date", budget_drip),
+
+        (CATEGORY_NAME_GENERAL, 8 | 10, 1) => 3_40,
+        (CATEGORY_NAME_GENERAL, 8 | 10, _) => 3_22,
+        (CATEGORY_NAME_GENERAL, 9 | 11, 1) => 3_43,
+        (CATEGORY_NAME_GENERAL, 9 | 11, _) => 3_33,
+        (CATEGORY_NAME_GENERAL, _, _) => panic!("budget drip {:?} had unexpected date", budget_drip),
+
+        (CATEGORY_NAME_BILLS, 8 | 10, 1) => 4_10,
+        (CATEGORY_NAME_BILLS, 8 | 10, _) => 4_03,
+        (CATEGORY_NAME_BILLS, 9 | 11, 1) => 4_36,
+        (CATEGORY_NAME_BILLS, 9 | 11, _) => 4_16,
+        (CATEGORY_NAME_BILLS, _, _) => panic!("budget drip {:?} had unexpected date", budget_drip),
+
+        (CATEGORY_NAME_BILLS_FLEXIBLE, 8 | 10, 1) => 1_00,
+        (CATEGORY_NAME_BILLS_FLEXIBLE, 8 | 10, _) => 80,
+        (CATEGORY_NAME_BILLS_FLEXIBLE, 9 | 11, 1) => 93,
+        (CATEGORY_NAME_BILLS_FLEXIBLE, 9 | 11, _) => 83,
+        (CATEGORY_NAME_BILLS_FLEXIBLE, _, _) => panic!("budget drip {:?} had unexpected date", budget_drip),
+
+        (CATEGORY_NAME_SAVINGS, 8 | 10, 1) => 13_00,
+        (CATEGORY_NAME_SAVINGS, 8 | 10, _) => 12_90,
+        (CATEGORY_NAME_SAVINGS, 9 | 11, 1) => 13_43,
+        (CATEGORY_NAME_SAVINGS, 9 | 11, _) => 13_33,
+        (CATEGORY_NAME_SAVINGS, _, _) => panic!("budget drip {:?} had unexpected date", budget_drip),
+
+        (_, _, _) => panic!(
+            "budget drip {:?} had unexpected category name {}",
+            budget_drip,
+            category_name,
+        ),
+    };
+
+    assert_eq!(
+        expected_quantity,
+        budget_drip.quantity,
+        "budget drip {:?} had unexpected quantity",
+        budget_drip,
+    );
+}
+
+static DATES: [LazyLock<DateUtc>; 122] = [
+    LazyLock::<DateUtc>::new(|| "2024-08-01".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-02".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-03".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-04".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-05".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-06".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-07".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-08".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-09".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-10".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-11".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-12".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-13".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-14".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-15".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-16".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-17".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-18".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-19".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-20".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-21".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-22".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-23".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-24".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-25".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-26".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-27".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-28".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-29".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-30".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-08-31".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-01".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-02".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-03".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-04".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-05".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-06".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-07".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-08".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-09".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-10".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-11".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-12".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-13".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-14".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-15".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-16".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-17".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-18".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-19".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-20".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-21".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-22".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-23".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-24".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-25".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-26".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-27".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-28".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-29".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-09-30".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-01".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-02".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-03".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-04".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-05".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-06".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-07".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-08".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-09".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-10".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-11".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-12".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-13".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-14".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-15".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-16".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-17".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-18".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-19".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-20".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-21".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-22".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-23".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-24".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-25".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-26".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-27".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-28".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-29".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-30".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-10-31".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-01".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-02".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-03".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-04".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-05".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-06".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-07".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-08".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-09".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-10".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-11".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-12".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-13".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-14".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-15".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-16".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-17".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-18".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-19".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-20".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-21".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-22".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-23".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-24".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-25".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-26".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-27".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-28".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-29".parse().unwrap()),
+    LazyLock::<DateUtc>::new(|| "2024-11-30".parse().unwrap()),
+];
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/category_matchers.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/category_matchers.rs
new file mode 100644
index 0000000..6660add
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/category_matchers.rs
@@ -0,0 +1,34 @@
+use schist_models::{budget_period_unit::BudgetPeriodUnit, category::Category};
+
+use super::category_names::{CATEGORY_NAMES, CATEGORY_NAME_BILLS, CATEGORY_NAME_BILLS_FLEXIBLE, CATEGORY_NAME_FOOD, CATEGORY_NAME_GENERAL, CATEGORY_NAME_INCOME, CATEGORY_NAME_SAVINGS, CATEGORY_NAME_STARTING_BALANCES};
+
+pub fn get_category_matchers(
+) -> Vec<Box<dyn Fn(&Category) -> bool>> {
+    CATEGORY_NAMES
+        .iter()
+        .map(|category_name| -> Box<dyn Fn(&Category) -> bool> {
+            Box::new(|c| matches_category(c, category_name))
+        }).collect()
+}
+
+fn matches_category(category: &Category, category_name: &str,) -> bool {
+    category.name == category_name
+    && category.balance == 0
+    && category.balance_date < "2024-08-01".parse().unwrap()
+    && category.budget_period == 1
+    && category.budget_period_unit == BudgetPeriodUnit::Month
+    && category.budget_quantity == get_expected_budget_quantity(category_name)
+}
+
+fn get_expected_budget_quantity(category_name: &str) -> i32 {
+    match category_name {
+        CATEGORY_NAME_FOOD => 200_00,
+        CATEGORY_NAME_GENERAL => 100_00,
+        CATEGORY_NAME_BILLS => 125_00,
+        CATEGORY_NAME_BILLS_FLEXIBLE => 25_00,
+        CATEGORY_NAME_SAVINGS => 400_00,
+        CATEGORY_NAME_STARTING_BALANCES => 0,
+        CATEGORY_NAME_INCOME => 0,
+        _ => panic!("unexpected category name {}", category_name),
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/category_names.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/category_names.rs
new file mode 100644
index 0000000..601f294
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/category_names.rs
@@ -0,0 +1,37 @@
+pub const CATEGORY_NAME_FOOD: &str = "Food";
+pub const CATEGORY_NAME_GENERAL: &str = "General";
+pub const CATEGORY_NAME_BILLS: &str = "Bills";
+pub const CATEGORY_NAME_BILLS_FLEXIBLE: &str = "Bills (Flexible)";
+pub const CATEGORY_NAME_SAVINGS: &str = "Savings";
+pub const CATEGORY_NAME_STARTING_BALANCES: &str = "Starting Balances";
+pub const CATEGORY_NAME_INCOME: &str = "Income";
+
+pub const CATEGORY_NAMES: &[&'static str] = &[
+    CATEGORY_NAME_FOOD,
+    CATEGORY_NAME_GENERAL,
+    CATEGORY_NAME_BILLS,
+    CATEGORY_NAME_BILLS_FLEXIBLE,
+    CATEGORY_NAME_SAVINGS,
+    CATEGORY_NAME_STARTING_BALANCES,
+    CATEGORY_NAME_INCOME,
+];
+
+pub struct CategoryNamesDict {
+    pub food: &'static str,
+    pub general: &'static str,
+    pub bills: &'static str,
+    pub bills_flexible: &'static str,
+    pub savings: &'static str,
+    pub starting_balances: &'static str,
+    pub income: &'static str,
+}
+
+pub const CATEGORY_NAMES_DICT: CategoryNamesDict = CategoryNamesDict {
+    food: CATEGORY_NAME_FOOD,
+    general: CATEGORY_NAME_GENERAL,
+    bills: CATEGORY_NAME_BILLS,
+    bills_flexible: CATEGORY_NAME_BILLS_FLEXIBLE,
+    savings: CATEGORY_NAME_SAVINGS,
+    starting_balances: CATEGORY_NAME_STARTING_BALANCES,
+    income: CATEGORY_NAME_INCOME,
+};
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/category_transfer_matchers.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/category_transfer_matchers.rs
new file mode 100644
index 0000000..6d11c8a
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/category_transfer_matchers.rs
@@ -0,0 +1,38 @@
+use schist_models::{category::Category, category_transfer::CategoryTransfer};
+
+use super::category_names::{CATEGORY_NAME_GENERAL, CATEGORY_NAME_SAVINGS};
+
+pub fn get_category_transfer_matchers(
+) -> Vec<Box<dyn Fn(&CategoryTransfer, &[Category]) -> bool>> {
+    vec![
+        Box::new(|ct, c| matches_120_savings_to_general_23_oct_2024(ct, c)),
+    ]
+}
+
+fn matches_120_savings_to_general_23_oct_2024(
+    category_transfer: &CategoryTransfer,
+    categories: &[Category],
+) -> bool {
+    let savings_category = categories
+        .iter()
+        .find(|c| c.name == CATEGORY_NAME_SAVINGS)
+        .expect("failed to find savings category");
+
+    let general_category = categories
+        .iter()
+        .find(|c| c.name == CATEGORY_NAME_GENERAL)
+        .expect("failed to find general category");
+
+    match category_transfer {
+        CategoryTransfer {
+            id: _id,
+            description,
+            quantity: 120_00,
+            from_category_id,
+            to_category_id,
+        } => *from_category_id == savings_category.id
+            && *to_category_id == general_category.id
+            && description.as_str() == "",
+        _ => false,
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/db_url.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/db_url.rs
new file mode 100644
index 0000000..9cd8e39
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/db_url.rs
@@ -0,0 +1,2 @@
+pub const TEST_IN_DB_URL: &str = "tests/resources/actualbudget_test_db.sqlite";
+pub const TEST_OUT_DB_URL: &str = "tests/resources/.schist_test_out_db.sqlite";
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/mod.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/mod.rs
new file mode 100644
index 0000000..c67f62e
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/mod.rs
@@ -0,0 +1,29 @@
+mod account_matchers;
+mod account_names;
+mod account_transfer_matchers;
+mod budget_drip_matchers;
+mod category_matchers;
+mod category_names;
+mod category_transfer_matchers;
+mod db_url;
+mod test_context;
+mod transaction_matchers;
+mod transaction_categorisation_matchers;
+
+pub use account_matchers::get_account_matchers;
+pub use account_names::ACCOUNT_NAMES_DICT;
+pub use account_transfer_matchers::get_account_transfer_matchers;
+pub use budget_drip_matchers::assert_budget_drip_matches;
+pub use budget_drip_matchers::get_num_expected_budget_drips;
+pub use category_names::CATEGORY_NAMES_DICT;
+pub use category_matchers::get_category_matchers;
+pub use category_transfer_matchers::get_category_transfer_matchers;
+pub use db_url::TEST_IN_DB_URL;
+pub use db_url::TEST_OUT_DB_URL;
+pub use test_context::TestContext;
+pub use transaction_matchers::get_transaction_matchers;
+pub use transaction_matchers::matches_bank_account_initial_transaction;
+pub use transaction_matchers::matches_cash_account_initial_transaction;
+pub use transaction_matchers::matches_food_transaction;
+pub use transaction_matchers::matches_income_transaction;
+pub use transaction_categorisation_matchers::get_transaction_categorisation_matchers;
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/test_context.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/test_context.rs
new file mode 100644
index 0000000..e59c5f8
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/test_context.rs
@@ -0,0 +1,42 @@
+use anyhow::Context;
+use diesel::{Connection, SqliteConnection};
+use diesel_migrations::MigrationHarness;
+use schist_queries::clear::clear;
+use schist_models::migrations::MIGRATIONS;
+
+use super::{TEST_IN_DB_URL, TEST_OUT_DB_URL};
+
+pub struct TestContext {
+}
+
+impl TestContext {
+    pub fn new() -> Self {
+        let _in_connection = &mut SqliteConnection
+            ::establish(&TEST_IN_DB_URL)
+            .with_context(|| format!("failed to establish connection to in database at {}", TEST_IN_DB_URL))
+            .unwrap();
+
+        let out_connection = &mut SqliteConnection
+            ::establish(&TEST_OUT_DB_URL)
+            .with_context(|| format!("failed to establish connection to out database at {}", TEST_OUT_DB_URL))
+            .unwrap();
+
+        out_connection
+            .run_pending_migrations(MIGRATIONS)
+            .expect("failed to run migrations on out database");
+
+        clear(out_connection)
+            .expect("failed to clear database");
+
+        Self {
+        }
+    }
+}
+
+impl Drop for TestContext {
+    fn drop(&mut self) {
+        std::fs::remove_file(&TEST_OUT_DB_URL)
+            .with_context(|| format!("failed to delete out database at {}", TEST_OUT_DB_URL))
+            .unwrap();
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/transaction_categorisation_matchers.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/transaction_categorisation_matchers.rs
new file mode 100644
index 0000000..04ce6a7
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/transaction_categorisation_matchers.rs
@@ -0,0 +1,141 @@
+use schist_models::{account::Account, category::Category, transaction::Transaction, transaction_categorisation::TransactionCategorisation};
+
+use super::{category_names::{CATEGORY_NAME_FOOD, CATEGORY_NAME_INCOME, CATEGORY_NAME_STARTING_BALANCES}, matches_bank_account_initial_transaction, matches_cash_account_initial_transaction, matches_food_transaction, matches_income_transaction};
+
+pub fn get_transaction_categorisation_matchers(
+) -> Vec<Box<dyn Fn(&TransactionCategorisation, &[Transaction], &[Category], &[Account]) -> bool>> {
+    vec![
+        Box::new(|tc, t, c, a| matches_bank_account_initial_transaction_categorisation(tc, t, c, a)),
+        Box::new(|tc, t, c, a| matches_cash_account_initial_transaction_categorisation(tc, t, c, a)),
+        Box::new(|tc, t, c, a| matches_income_transaction_categorisation(tc, t, c, a, "08")),
+        Box::new(|tc, t, c, a| matches_income_transaction_categorisation(tc, t, c, a, "09")),
+        Box::new(|tc, t, c, a| matches_income_transaction_categorisation(tc, t, c, a, "10")),
+        Box::new(|tc, t, c, a| matches_income_transaction_categorisation(tc, t, c, a, "11")),
+        Box::new(|tc, t, c, a| matches_food_transaction_categorisation(tc, t, c, a, "08")),
+        Box::new(|tc, t, c, a| matches_food_transaction_categorisation(tc, t, c, a, "09")),
+        Box::new(|tc, t, c, a| matches_food_transaction_categorisation(tc, t, c, a, "10")),
+        Box::new(|tc, t, c, a| matches_food_transaction_categorisation(tc, t, c, a, "11")),
+    ]
+}
+
+fn matches_bank_account_initial_transaction_categorisation(
+    transaction_categorisation: &TransactionCategorisation,
+    transactions: &[Transaction],
+    categories: &[Category],
+    accounts: &[Account],
+) -> bool {
+    let bank_account_initial_transaction = transactions
+        .iter()
+        .find(|t| matches_bank_account_initial_transaction(t, accounts))
+        .expect("failed to find bank account initial transaction");
+
+    let starting_balance_category = categories
+        .iter()
+        .find(|c| c.name == CATEGORY_NAME_STARTING_BALANCES)
+        .expect("failed to find starting balance category");
+
+    match transaction_categorisation {
+        TransactionCategorisation {
+            id: _id,
+            description,
+            quantity: 1200_00,
+            transaction_id,
+            category_id,
+        } => description == ""
+            && *transaction_id == bank_account_initial_transaction.id
+            && *category_id == starting_balance_category.id,
+        _ => false,
+    }
+}
+
+fn matches_cash_account_initial_transaction_categorisation(
+    transaction_categorisation: &TransactionCategorisation,
+    transactions: &[Transaction],
+    categories: &[Category],
+    accounts: &[Account],
+) -> bool {
+    let cash_account_initial_transaction = transactions
+        .iter()
+        .find(|t| matches_cash_account_initial_transaction(t, accounts))
+        .expect("failed to find cash account initial transaction");
+
+    let starting_balance_category = categories
+        .iter()
+        .find(|c| c.name == CATEGORY_NAME_STARTING_BALANCES)
+        .expect("failed to find starting balance category");
+
+    match transaction_categorisation {
+        TransactionCategorisation {
+            id: _id,
+            description,
+            quantity: 45_10,
+            transaction_id,
+            category_id,
+        } => description == ""
+            && *transaction_id == cash_account_initial_transaction.id
+            && *category_id == starting_balance_category.id,
+        _ => false,
+    }
+}
+
+fn matches_income_transaction_categorisation(
+    transaction_categorisation: &TransactionCategorisation,
+    transactions: &[Transaction],
+    categories: &[Category],
+    accounts: &[Account],
+    month: &str,
+) -> bool {
+    let income_transaction = transactions
+        .iter()
+        .find(|t| matches_income_transaction(t, accounts, month))
+        .expect(format!("failed to find income transaction for month {}", month).as_str());
+
+    let income_category = categories
+        .iter()
+        .find(|c| c.name == CATEGORY_NAME_INCOME)
+        .expect("failed to find income category");
+
+    match transaction_categorisation {
+        TransactionCategorisation {
+            id: _id,
+            description,
+            quantity: 846_46,
+            transaction_id,
+            category_id,
+        } => description == ""
+            && *transaction_id == income_transaction.id
+            && *category_id == income_category.id,
+        _ => false,
+    }
+}
+
+fn matches_food_transaction_categorisation(
+    transaction_categorisation: &TransactionCategorisation,
+    transactions: &[Transaction],
+    categories: &[Category],
+    accounts: &[Account],
+    month: &str,
+) -> bool {
+    let food_transaction = transactions
+        .iter()
+        .find(|t| matches_food_transaction(t, accounts, month))
+        .expect(format!("failed to find food transaction for month {}", month).as_str());
+
+    let food_category = categories
+        .iter()
+        .find(|c| c.name == CATEGORY_NAME_FOOD)
+        .expect("failed to find food category");
+
+    match transaction_categorisation {
+        TransactionCategorisation {
+            id: _id,
+            description,
+            quantity: -200_00,
+            transaction_id,
+            category_id,
+        } => description == ""
+            && *transaction_id == food_transaction.id
+            && *category_id == food_category.id,
+        _ => false,
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/transaction_matchers.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/transaction_matchers.rs
new file mode 100644
index 0000000..c3763c1
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/common/transaction_matchers.rs
@@ -0,0 +1,130 @@
+use schist_models::{account::Account, transaction::Transaction};
+
+use super::ACCOUNT_NAMES_DICT;
+
+pub fn get_transaction_matchers(
+) -> Vec<Box<dyn Fn(&Transaction, &[Account]) -> bool>> {
+    vec![
+        Box::new(|t, a| matches_bank_account_initial_transaction(t, a)),
+        Box::new(|t, a| matches_cash_account_initial_transaction(t, a)),
+        Box::new(|t, a| matches_income_transaction(t, a, "08")),
+        Box::new(|t, a| matches_income_transaction(t, a, "09")),
+        Box::new(|t, a| matches_income_transaction(t, a, "10")),
+        Box::new(|t, a| matches_income_transaction(t, a, "11")),
+        Box::new(|t, a| matches_food_transaction(t, a, "08")),
+        Box::new(|t, a| matches_food_transaction(t, a, "09")),
+        Box::new(|t, a| matches_food_transaction(t, a, "10")),
+        Box::new(|t, a| matches_food_transaction(t, a, "11")),
+    ]
+}
+
+pub fn matches_bank_account_initial_transaction(
+    t: &Transaction,
+    accounts: &[Account],
+) -> bool {
+    let bank_account_id = accounts
+        .iter()
+        .find(|a| a.name == ACCOUNT_NAMES_DICT.bank_account)
+        .expect("failed to find bank account")
+        .id
+        .clone();
+
+    match t {
+        Transaction {
+            account_id,
+            date,
+            id: _id,
+            description,
+            payee,
+            quantity: 1200_00,
+        } => *account_id == bank_account_id
+            && *date == "2024-08-01".parse().unwrap()
+            && description == ""
+            && payee == "Starting Balance",
+        _ => false,
+    }
+}
+
+pub fn matches_cash_account_initial_transaction(
+    t: &Transaction,
+    accounts: &[Account],
+) -> bool {
+    let bank_account_id = accounts
+        .iter()
+        .find(|a| a.name == ACCOUNT_NAMES_DICT.cash_account)
+        .expect("failed to find cash account")
+        .id
+        .clone();
+
+    match t {
+        Transaction {
+            account_id,
+            date,
+            id: _id,
+            description,
+            payee,
+            quantity: 45_10,
+        } => *account_id == bank_account_id
+            && *date == "2024-08-01".parse().unwrap()
+            && description == ""
+            && payee == "Starting Balance",
+        _ => false,
+    }
+}
+
+pub fn matches_income_transaction(
+    t: &Transaction,
+    accounts: &[Account],
+    month: &str,
+) -> bool {
+    let bank_account_id = accounts
+        .iter()
+        .find(|a| a.name == ACCOUNT_NAMES_DICT.bank_account)
+        .expect("failed to find bank account")
+        .id
+        .clone();
+
+    match t {
+        Transaction {
+            account_id,
+            date,
+            description,
+            id: _id,
+            payee,
+            quantity: 846_46,
+        } =>
+            *account_id == bank_account_id
+                && *date == format!("2024-{}-21", month).parse().unwrap()
+                && description == "Salary"
+                && payee == "Employer Ltd",
+        _ => false,
+    }
+}
+
+pub fn matches_food_transaction(
+    t: &Transaction,
+    accounts: &[Account],
+    month: &str,
+) -> bool {
+    let bank_account_id = accounts
+        .iter()
+        .find(|a| a.name == ACCOUNT_NAMES_DICT.bank_account)
+        .expect("failed to find bank account")
+        .id
+        .clone();
+
+    match t {
+        Transaction {
+            account_id,
+            date,
+            description,
+            id: _id,
+            payee,
+            quantity: -200_00,
+        } => *account_id == bank_account_id
+            && *date == format!("2024-{}-08", month).parse().unwrap()
+            && description == ""
+            && payee == "Tesco",
+        _ => false,
+    }
+}
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/resources/actualbudget_test_db.sqlite b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/resources/actualbudget_test_db.sqlite
new file mode 100644
index 0000000..f8d3f5d
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/resources/actualbudget_test_db.sqlite
@@ -0,0 +1 @@
+../../../actualbudget_queries/tests/resources/actualbudget_test_db.sqlite
+\ No newline at end of file
diff --git a/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/run.rs b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/run.rs
new file mode 100644
index 0000000..e882dc5
--- /dev/null
+++ b/transformers/actualbudget_transformer/actualbudget_to_schist_transformer/tests/run.rs
@@ -0,0 +1,90 @@
+pub mod common;
+
+use actualbudget_to_schist_transformer::run::run;
+use common::{assert_budget_drip_matches, get_account_matchers, get_account_transfer_matchers, get_category_matchers, get_category_transfer_matchers, get_num_expected_budget_drips, get_transaction_categorisation_matchers, get_transaction_matchers, TestContext, TEST_IN_DB_URL, TEST_OUT_DB_URL};
+use diesel::{Connection, SqliteConnection};
+use schist_queries::{account_transfers::get_all_account_transfers, accounts::get_all_accounts, budget_drips::get_all_budget_drips, categories::get_all_categories, category_transfers::get_all_category_transfers, transaction_categorisations::get_all_transaction_categorisations, transactions::get_all_transactions};
+
+#[test]
+fn given_test_database_when_run_then_exports_expected_schist_state() {
+    let _context = TestContext::new();
+    run(TEST_IN_DB_URL, TEST_OUT_DB_URL).unwrap();
+    let connection = &mut SqliteConnection::establish(TEST_OUT_DB_URL).unwrap();
+    let accounts = get_all_accounts(connection).unwrap();
+    let account_transfers = get_all_account_transfers(connection).unwrap();
+    let budget_drips = get_all_budget_drips(connection).unwrap();
+    let categories = get_all_categories(connection).unwrap();
+    let category_transfers = get_all_category_transfers(connection).unwrap();
+    let transactions = get_all_transactions(connection).unwrap();
+    let transaction_categorisations = get_all_transaction_categorisations(connection).unwrap();
+
+    let account_matchers = get_account_matchers();
+    assert_eq!(account_matchers.len(), accounts.len());
+    for account in &accounts {
+        assert!(
+            account_matchers.iter().any(|m| m(&account)),
+            "no match found for account {:?}",
+            account,
+        );
+    }
+
+    let account_transfer_matchers = get_account_transfer_matchers();
+    assert_eq!(account_transfer_matchers.len(), account_transfers.len());
+    for account_transfer in account_transfers {
+        assert!(
+            account_transfer_matchers.iter().any(|m| m(&account_transfer, &accounts)),
+            "no match found for account_transfer {:?}",
+            account_transfer,
+        );
+    }
+
+    assert_eq!(get_num_expected_budget_drips(), budget_drips.len());
+    for budget_drip in budget_drips {
+        assert_budget_drip_matches(&budget_drip, &categories);
+    }
+
+    let category_matchers = get_category_matchers();
+    assert_eq!(category_matchers.len(), categories.len());
+    for category in categories.clone() {
+        assert!(
+            category_matchers.iter().any(|m| m(&category)),
+            "no match found for category {:?}",
+            category,
+        );
+    }
+
+    let category_transfer_matchers = get_category_transfer_matchers();
+    assert_eq!(category_transfer_matchers.len(), category_transfers.len());
+    for category_transfer in category_transfers {
+        assert!(
+            category_transfer_matchers.iter().any(|m| m(&category_transfer, &categories)),
+            "no match found for category_transfer {:?}",
+            category_transfer,
+        );
+    }
+
+    let transaction_matchers = get_transaction_matchers();
+    assert_eq!(transaction_matchers.len(), transactions.len());
+    for transaction in transactions.clone() {
+        assert!(
+            transaction_matchers.iter().any(|m| m(&transaction, &accounts)),
+            "no match found for transaction {:?}",
+            transaction,
+        );
+    }
+
+    let transaction_categorisation_matchers = get_transaction_categorisation_matchers();
+    assert_eq!(transaction_categorisation_matchers.len(), transaction_categorisations.len());
+    for transaction_categorisation in transaction_categorisations {
+        assert!(
+            transaction_categorisation_matchers.iter().any(|m| m(
+                &transaction_categorisation,
+                &transactions,
+                &categories,
+                &accounts,
+            )),
+            "no match found for transaction_categorisation {:?}",
+            transaction_categorisation,
+        );
+    }
+}
author	Joe Carstairs <jcarstairs@scottlogic.com>	2025-07-28 13:22:53 +0100
committer	Joe Carstairs <jcarstairs@scottlogic.com>	2025-07-28 13:30:27 +0100
commit	2361adeb0ca77904138e3466d51c2f44cf6df613 (patch)
tree	f6e7192908f99fab62061913d8a1e9d2b918414b /transformers
parent	c7ed1e61ce2218be0b9e60577454124c4e43a366 (diff)