diff --git a/sample_discovercard/build_maps.xlsm b/build_maps.xlsm
similarity index 100%
rename from sample_discovercard/build_maps.xlsm
rename to build_maps.xlsm
diff --git a/interface/import/srce_import_do.sql b/interface/import/srce_import_do.sql
new file mode 100644
index 0000000..a6be710
--- /dev/null
+++ b/interface/import/srce_import_do.sql
@@ -0,0 +1,184 @@
+DO 
+$f$
+DECLARE
+    _t text;
+    _c text;
+    _log_info jsonb;
+    _log_id text;
+    _cnt numeric;
+    _message jsonb;
+    _recs jsonb;
+    _srce text;
+    _defn jsonb;
+    _MESSAGE_TEXT text;
+    _PG_EXCEPTION_DETAIL text;
+    _PG_EXCEPTION_HINT text;
+
+BEGIN
+
+    _srce := 'DMAPI';
+    _recs:= $${"id":1,"doc":{"rows":[{"elements":[{"status":"OK","distance":{"text":"225 mi","value":361940},"duration":{"text":"3 hours 50 mins","value":13812}}]}],"status":"OK","origin_addresses":["Washington, DC, USA"],"destination_addresses":["New York, NY, USA"]}}$$::jsonb;
+
+----------------------------------------------------test if source exists----------------------------------------------------------------------------------
+
+    SELECT
+        defn
+    INTO
+        _defn
+    FROM
+        tps.srce    
+    WHERE
+        srce = _srce;
+
+    IF _defn IS NULL THEN
+        _message:= 
+        format(
+            $$
+                {
+                    "status":"fail",
+                    "message":"source %L does not exists"
+                }
+            $$,
+            _srce
+        )::jsonb;
+        RAISE NOTICE '%s', _message;
+    END IF;
+
+    -------------unwrap the json record and apply the path(s) of the constraint to build a constraint key per record-----------------------------------------------------------------------------------
+
+    WITH
+    pending_list AS (
+        SELECT
+            _srce srce
+            ,j.rec
+            ,j.id
+            --aggregate back to the record since multiple paths may be listed in the constraint
+            --it is unclear why the "->>0" is required to correctly extract the text array from the jsonb
+            ,tps.jsonb_concat_obj(
+                jsonb_build_object(
+                    --the new json key is the path itself
+                    cons.path->>0
+                    ,j.rec#>((cons.path->>0)::text[])
+                ) 
+            ) json_key
+        FROM
+            jsonb_array_elements(_recs) WITH ORDINALITY j(rec,id)
+            JOIN LATERAL jsonb_array_elements(_defn->'constraint') WITH ORDINALITY cons(path, seq)  ON TRUE
+        GROUP BY
+            j.rec
+            ,j.id
+    )
+
+    -----------create a unique list of keys from staged rows------------------------------------------------------------------------------------------
+
+    , pending_keys AS (
+        SELECT DISTINCT
+            json_key
+        FROM 
+            pending_list
+    )
+
+    -----------list of keys already loaded to tps-----------------------------------------------------------------------------------------------------
+
+    , matched_keys AS (
+        SELECT DISTINCT
+            k.json_key
+        FROM
+            pending_keys k
+            INNER JOIN tps.trans t ON
+                t.ic = k.json_key
+    )
+
+    -----------return unique keys that are not already in tps.trans-----------------------------------------------------------------------------------
+
+    , unmatched_keys AS (
+    SELECT
+        json_key
+    FROM
+        pending_keys
+
+    EXCEPT
+
+    SELECT
+        json_key
+    FROM
+        matched_keys
+    )
+
+    --------build log record-------------------+------------------------------------------------------------------------------------------------
+
+    , logged AS (
+    INSERT INTO
+        tps.trans_log (info)
+    SELECT
+        JSONB_BUILD_OBJECT('time_stamp',CURRENT_TIMESTAMP)
+        ||JSONB_BUILD_OBJECT('srce',_srce)
+        --||JSONB_BUILD_OBJECT('path',_path)
+        ||JSONB_BUILD_OBJECT('not_inserted',
+            (
+                SELECT 
+                    jsonb_agg(json_key)
+                FROM
+                    matched_keys
+            )
+        )
+        ||JSONB_BUILD_OBJECT('inserted',
+            (
+                SELECT 
+                    jsonb_agg(json_key)
+                FROM
+                    unmatched_keys
+            )
+        )
+    RETURNING *
+    )
+
+    -----------insert pending rows that have key with no trans match-----------------------------------------------------------------------------------
+    --need to look into mapping the transactions prior to loading
+
+    , inserted AS (
+        INSERT INTO
+            tps.trans (srce, rec, ic, logid)
+        SELECT
+            pl.srce
+            ,pl.rec
+            ,pl.json_key
+            ,logged.id
+        FROM 
+            pending_list pl
+            INNER JOIN unmatched_keys u ON
+                u.json_key = pl.json_key
+            CROSS JOIN logged
+        ORDER BY
+            pl.id ASC
+        ----this conflict is only if an exact duplicate rec json happens, which will be rejected
+        ----therefore, records may not be inserted due to ay matches with certain json fields, or if the entire json is a duplicate, reason is not specified
+        RETURNING *
+    )
+
+    SELECT
+        id
+        ,info
+    INTO
+        _log_id
+        ,_log_info
+    FROM
+        logged;
+
+    --RAISE NOTICE 'import logged under id# %, info: %', _log_id, _log_info;
+
+    _message:= 
+    (
+        $$
+            {
+            "status":"complete"
+            }
+        $$::jsonb
+    )||jsonb_build_object('details',_log_info);
+
+    RAISE NOTICE '%s', _message;
+
+END;
+$f$
+LANGUAGE plpgsql
+
diff --git a/reports/col_balance.sql b/reports/col_balance.sql
deleted file mode 100644
index 8f812f3..0000000
--- a/reports/col_balance.sql
+++ /dev/null
@@ -1,22 +0,0 @@
-
-SELECT 
-    id
-    ,rec->>'id'
-    ,r.*
-    ,CASE "Schedule#"
-        WHEN '02IN Raw Material' THEN 13097563.42
-        WHEN '03IN Finished Goods' THEN 35790696.52
-        ELSE 0
-    END + SUM("Sales"+"Credits & Adjustments"-"Gross Collections") OVER (PARTITION BY "Schedule#" ORDER BY "Schedule#" ASC, "PostDate" ASC, rec->>'id' ASC) running_bal
-    ,(LEAST("CollateralBalance" - "Ineligible Amount","MaxEligible")*("AdvanceRate"/100))::NUMERIC(20,2) qualified_collateral
-    ,(("CollateralBalance" - "Ineligible Amount")*("AdvanceRate"/100))::NUMERIC(20,2) qualified_collateral_nl
-FROM 
-    tps.trans
-    LEFT JOIN LATERAL jsonb_populate_record(null::tps.pncl, rec) r ON TRUE
-WHERE 
-    srce = 'PNCL'
-    --AND rec @> '{"Schedule#":"03IN Finished Goods"}' 
-ORDER BY 
-    "Schedule#" asc
-    ,r."PostDate" asc
-    ,rec->>'id' asc
\ No newline at end of file
diff --git a/reports/dcard_bal.sql b/reports/dcard_bal.sql
deleted file mode 100644
index 0d85d6f..0000000
--- a/reports/dcard_bal.sql
+++ /dev/null
@@ -1,17 +0,0 @@
-\timing
-SELECT 
-    r."Trans. Date",
-    r."Post Date",
-    r."Description",
-    r."Amount",
-    r."Category",
-    rec->'id' id,
-    SUM(r."Amount") OVER (PARTITION BY srce ORDER BY r."Post Date" asc , rec->>'id' asc, r."Description") + 1061.1 + 22.40 balance
-FROM 
-    tps.trans
-    LEFT JOIN LATERAL jsonb_populate_record(null::tps.dcard, rec) r ON TRUE
-WHERE 
-    srce = 'DCARD'
-ORDER BY 
-    r."Post Date" asc
-    ,rEC->>'id' asc
diff --git a/reports/loan_bal.sql b/reports/loan_bal.sql
deleted file mode 100644
index ec55276..0000000
--- a/reports/loan_bal.sql
+++ /dev/null
@@ -1,14 +0,0 @@
-\timing
-SELECT 
-    r.*,
-    SUM(r."Advances"+r."Adjustments"-r."Payments") OVER (PARTITION BY "Loan#" ORDER BY r."Post Date" asc ,rec->>'id' asc, r."Reference #" asc)
-FROM 
-    tps.trans
-    LEFT JOIN LATERAL jsonb_populate_record(null::tps.pnco, rec) r ON TRUE
-WHERE 
-    rec @> '{"Loan#":"606780281"}' 
-ORDER BY 
-    r."Loan#"
-    ,r."Post Date" ASC
-    ,rec->>'id' ASC
-    ,r."Reference #" ASC
\ No newline at end of file
diff --git a/reports/srce_unq.sql b/reports/srce_unq.sql
deleted file mode 100644
index 85dfb78..0000000
--- a/reports/srce_unq.sql
+++ /dev/null
@@ -1,19 +0,0 @@
-WITH
-ext AS (
-SELECT 
-    srce
-    ,defn->'unique_constraint'->>'fields'
-    ,ARRAY(SELECT ae.e::text[] FROM jsonb_array_elements_text(defn->'unique_constraint'->'fields') ae(e)) txa
-FROM
-    tps.srce
-)
-
-
-SELECT
-    t.srce
-    ,jsonb_pretty(t.rec)
-    ,jsonb_pretty(public.jsonb_extract(rec,txa))
-FROM
-    tps.trans t
-    INNER JOIN ext ON
-        t.srce = ext.srce
\ No newline at end of file
diff --git a/reports/transaction_range.sql b/reports/transaction_range.sql
deleted file mode 100644
index 95292f1..0000000
--- a/reports/transaction_range.sql
+++ /dev/null
@@ -1,18 +0,0 @@
-\timing
-SELECT
-    t.srce
-    ,(ae.e::text[])[1] unq_constr
-    ,MIN(rec #>> ae.e::text[]) min_text
-    ,COUNT(*) cnt
-    ,MAX(rec #>> ae.e::text[]) max_text
-FROM
-    tps.trans t
-    INNER JOIN tps.srce s ON
-        s.srce = t.srce
-    LEFT JOIN LATERAL JSONB_ARRAY_ELEMENTS_TEXT(defn->'unique_constraint'->'fields') WITH ORDINALITY ae(e, rn) ON TRUE
-GROUP BY
-    t.srce
-    ,(ae.e::text[])[1]
-ORDER BY
-    t.srce
-    ,(ae.e::text[])[1]
diff --git a/sample_google_api/data.json b/sample_google_api/data.json
new file mode 100644
index 0000000..f61e5ba
--- /dev/null
+++ b/sample_google_api/data.json
@@ -0,0 +1,29 @@
+{
+    "id": 1,
+    "doc": {
+        "rows": [
+            {
+                "elements": [
+                    {
+                        "status": "OK",
+                        "distance": {
+                            "text": "225 mi",
+                            "value": 361940
+                        },
+                        "duration": {
+                            "text": "3 hours 50 mins",
+                            "value": 13812
+                        }
+                    }
+                ]
+            }
+        ],
+        "status": "OK",
+        "origin_addresses": [
+            "Washington, DC, USA"
+        ],
+        "destination_addresses": [
+            "New York, NY, USA"
+        ]
+    }
+}
\ No newline at end of file
diff --git a/sample_google_api/def.json b/sample_google_api/def.json
new file mode 100644
index 0000000..3c190ef
--- /dev/null
+++ b/sample_google_api/def.json
@@ -0,0 +1,31 @@
+{
+    "name": "DMAPI",
+    "type": "csv",
+    "schemas": {
+        "default": [
+            {
+                "path": "{doc,origin_addresses,0}",
+                "type": "text",
+                "column_name": "origin_address"
+            },
+            {
+                "path": "{doc,destination_addresses,0}",
+                "type": "text",
+                "column_name": "destination_address"
+            },
+            {
+                "path": "{doc,rows,0,elements,0,distance,value}",
+                "type": "numeric",
+                "column_name": "distince"
+            },
+            {
+                "path": "{doc,rows,0,elements,0,duration,value}",
+                "type": "numeric",
+                "column_name": "duration"
+            }
+        ],
+        "constraint": [
+            "{doc}"
+        ]
+    }
+}
\ No newline at end of file
diff --git a/sample_google_api/test/import.sql b/sample_google_api/test/import.sql
new file mode 100644
index 0000000..e69de29
diff --git a/sample_google_api/test/srce.sql b/sample_google_api/test/srce.sql
new file mode 100644
index 0000000..5ad035a
--- /dev/null
+++ b/sample_google_api/test/srce.sql
@@ -0,0 +1,38 @@
+SELECT 
+    jsonb_pretty(r.x) 
+FROM
+    tps.srce_set(
+    $$
+{
+    "name": "DMAPI",
+    "type": "csv",
+    "schemas": {
+        "default": [
+            {
+                "path": "{doc,origin_addresses,0}",
+                "type": "text",
+                "column_name": "origin_address"
+            },
+            {
+                "path": "{doc,destination_addresses,0}",
+                "type": "text",
+                "column_name": "destination_address"
+            },
+            {
+                "path": "{doc,rows,0,elements,0,distance,value}",
+                "type": "numeric",
+                "column_name": "distince"
+            },
+            {
+                "path": "{doc,rows,0,elements,0,duration,value}",
+                "type": "numeric",
+                "column_name": "duration"
+            }
+        ],
+        "constraint": [
+            "{doc}"
+        ]
+    }
+}
+    $$
+) r(x);
\ No newline at end of file
diff --git a/sample_google_api/test_scipt.sql b/sample_google_api/test_scipt.sql
index c521eb5..cb8ff9b 100644
--- a/sample_google_api/test_scipt.sql
+++ b/sample_google_api/test_scipt.sql
@@ -5,24 +5,38 @@ SELECT
     jsonb_pretty(r.x) 
 FROM
     tps.srce_set(
-    'DMAPI',
     $$
-    {
-        "name": "DMAPI",
-        "type": "csv",
-        "schema": [
+{
+    "name": "DMAPI",
+    "type": "csv",
+    "schemas": {
+        "default": [
             {
-                "key": "doc",
-                "type": "jsonb"
+                "path": "{doc,origin_addresses,0}",
+                "type": "text",
+                "column_name": "origin_address"
+            },
+            {
+                "path": "{doc,destination_addresses,0}",
+                "type": "text",
+                "column_name": "destination_address"
+            },
+            {
+                "path": "{doc,rows,0,elements,0,distance,value}",
+                "type": "numeric",
+                "column_name": "distince"
+            },
+            {
+                "path": "{doc,rows,0,elements,0,duration,value}",
+                "type": "numeric",
+                "column_name": "duration"
             }
         ],
-        "unique_constraint": {
-            "type": "key",
-            "fields": [
-            	"{doc}"
-            ]
-        }
+        "constraint": [
+            "{doc}"
+        ]
     }
+}
     $$
 ) r(x);
 --------------------------build a csv file---------------------
diff --git a/templates/insert_constraint.json b/templates/insert_constraint.json
index 4fbbe99..438d296 100644
--- a/templates/insert_constraint.json
+++ b/templates/insert_constraint.json
@@ -1,10 +1,6 @@
 {
-    "unique_constraint": {
-        "{doc,origin_addresses}": [
-            "Washington, DC, USA"
-        ],
-        "{doc,destination_addresses}": [
-            "New York, NY, USA"
-        ]
-    }
+    "constraint": [
+        "{doc,origin_addresses}",
+        "{doc,destination_addresses}"
+    ]
 }
\ No newline at end of file
diff --git a/templates/map_rm_template.json b/templates/map_rm_template.json
index 0d78fd6..a06fb07 100644
--- a/templates/map_rm_template.json
+++ b/templates/map_rm_template.json
@@ -1,462 +1,471 @@
-{
-	"strip commas":
-	{
-		"name": "Strip Amount Commas",
-		"description": "the Amount field come from PNC with commas embeded so it cannot be cast to numeric",
-		"defn": [
-			{
-				"key": "{Amount}",
-				"field": "amount",
-				"regex": ",",
-				"replace": "",
-				"flag": "g",
-				"retain": "y",
-				"map": "n"
-			}
-		],
-		"function": "replace",
-		"where": [
-			{}
-		]
-	},
-	"Parse ACH Credits":
-	{
-		"name": "Parse ACH Credits",
-		"description": "parse select components of the description for ACH Credits Receieved",
-		"defn": [
-			{
-				"key": "{Description}",
-				"field": "beneficiary",
-				"regex": "Comp Name:(.+?)(?=\\d{6} Com|SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "Cust ID",
-				"regex": "Cust ID:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "Desc",
-				"regex": "Desc:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "originator",
-				"regex": "Cust Name:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "Batch Discr",
-				"regex": "Batch Discr:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "Comp ID",
-				"regex": "Comp ID:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "Addenda",
-				"regex": "Addenda:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "SETT",
-				"regex": "SETT:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "Date",
-				"regex": "Date:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "Time",
-				"regex": "Time:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			}
-		],
-		"function": "extract",
-		"where": [
-			{
-				"Transaction": "ACH Credits"
-			}
-		]
-	},
-	"Parse ACH Debits":
-	{
-		"name": "Parse ACH Debits",
-		"description": "parse select components of the description for ACH Credits Receieved",
-		"defn": [
-			{
-				"key": "{Description}",
-				"field": "originator",
-				"regex": "Comp Name:(.+?)(?=\\d{6} Com|SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "Cust ID",
-				"regex": "Cust ID:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "Desc",
-				"regex": "Desc:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "beneficiary",
-				"regex": "Cust Name:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "Batch Discr",
-				"regex": "Batch Discr:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "Comp ID",
-				"regex": "Comp ID:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "Addenda",
-				"regex": "Addenda:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "SETT",
-				"regex": "SETT:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "Date",
-				"regex": "Date:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "Time",
-				"regex": "Time:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			}
-		],
-		"function": "extract",
-		"where": [
-			{
-				"Transaction": "ACH Debits"
-			}
-		]
-	},
-	"Parse Wires":
-	{
-		"name": "Parse Wires",
-		"description": "pull out whatever follows OBI in the description until atleast 3 capital letters followed by a colon are encountered",
-		"defn": [
-			{
-				"key": "{Description}",
-				"field": "dparse",
-				"regex": "([A-Z]{3,}?:)(.*)(?=[A-Z]{3,}?:|$)",
-				"flag": "g",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "beneficiary_components",
-				"regex": "BENEFICIARY:(.*?)AC/(\\d*) (.*)(?=[A-Z]{3,}?:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "originator_components",
-				"regex": "ORIGINATOR:(.*?)AC/(\\d*) (.*)(?=[A-Z]{3,}?:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "beneficiary",
-				"regex": "BENEFICIARY:(.*?)AC/\\d* .*(?=[A-Z]{3,}?:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "originator",
-				"regex": "ORIGINATOR:(.*?)AC/\\d* .*(?=[A-Z]{3,}?:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "OBI",
-				"regex": "OBI:(.*?)(?=[A-Z]{3,}?:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "RFB",
-				"regex": "RFB:(.*?)(?=[A-Z]{3,}?:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "ABA",
-				"regex": "ABA:(.*?)(?=[A-Z]{3,}?:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "BBI",
-				"regex": "BBI:(.*?)(?=[A-Z]{3,}?:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "BENEBNK",
-				"regex": "BENEBNK:(.*?)(?=[A-Z]{3,}?:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "IBK",
-				"regex": "IBK:(.*?)(?=[A-Z]{3,}?:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "RATE",
-				"regex": "RATE:(.*?)(?=[A-Z]{3,}?:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			},
-			{
-				"key": "{Description}",
-				"field": "RECVBNK",
-				"regex": "RECVBNK:(.*?)(?=[A-Z]{3,}?:|$)",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			}
-		],
-		"function": "extract",
-		"where": [
-			{
-				"Transaction": "Money Transfer DB - Wire"
-			},
-			{
-				"Transaction": "Money Transfer DB - Other"
-			},
-			{
-				"Transaction": "Money Transfer CR-Wire"
-			},
-			{
-				"Transaction": "Money Transfer CR-Other"
-			},
-			{
-				"Transaction": "Intl Money Transfer Debits"
-			},
-			{
-				"Transaction": "Intl Money Transfer Credits"
-			}
-		]
-	},
-	"Trans Type":
-	{
-		"name": "Trans Type",
-		"description": "extract intial description in conjunction with account name and transaction type for mapping",
-		"defn": [
-			{
-				"key": "{AccountName}",
-				"field": "acctn",
-				"regex": "(.*)",
-				"retain": "n",
-				"map": "y"
-			},
-			{
-				"key": "{Transaction}",
-				"field": "trans",
-				"regex": "(.*)",
-				"retain": "n",
-				"map": "y"
-			},
-			{
-				"key": "{Description}",
-				"field": "ini",
-				"regex": "([\\w].*?)(?=$| -|\\s[0-9].*?|\\s[\\w/]+?:)",
-				"retain": "y",
-				"map": "y"
-			}
-		],
-		"where": [
-			{}
-		],
-		"function": "extract"
-	},
-	"Currency":
-	{
-		"name": "Currency",
-		"description": "pull out currency indicators from description of misc items and map",
-		"defn": [
-			{
-				"key": "{Description}",
-				"field": "ini",
-				"regex": "([\\w].*?)(?=$| -|\\s[0-9].*?|\\s[\\w/]+?:)",
-				"retain": "y",
-				"map": "y"
-			},
-			{
-				"key": "{Description}",
-				"field": "curr1",
-				"regex": ".*(DEBIT|CREDIT).*(USD|CAD).*(?=DEBIT|CREDIT).*(?=USD|CAD).*",
-				"retain": "y",
-				"map": "y"
-			},
-			{
-				"key": "{Description}",
-				"field": "curr2",
-				"regex": ".*(?=DEBIT|CREDIT).*(?=USD|CAD).*(DEBIT|CREDIT).*(USD|CAD).*",
-				"retain": "y",
-				"map": "y"
-			}
-		],
-		"where": [
-			{
-				"Transaction": "Miscellaneous Credits"
-			},
-			{
-				"Transaction": "Miscellaneous Debits"
-			}
-		],
-		"function": "extract"
-	},
-	"check number":
-	{
-		"defn": [
-			{
-				"key": "{Description}",
-				"field": "checkn",
-				"regex": "[^0-9]*([0-9]*)\\s|$",
-				"retain": "y",
-				"map": "n"
-			}
-		],
-		"where": [
-			{
-				"Transaction": "Checks Paid"
-			}
-		],
-		"function": "extract"
-	},
-	"ADP Codes":
-	{
-		"name": "ADP Codes",
-		"description": "link to adp code definitions",
-		"defn": [
-			{
-				"key": "{gl_descr}",
-				"field": "gl_descr",
-				"regex": ".*",
-				"flag": "",
-				"retain": "n",
-				"map": "y"
-			},
-			{
-				"key": "{prim_offset}",
-				"field": "prim_offset",
-				"regex": ".*",
-				"flag": "",
-				"retain": "n",
-				"map": "y"
-			},
-			{
-				"key": "{pay_date}",
-				"field": "pay_month",
-				"regex": ".{1,4}",
-				"flag": "",
-				"retain": "y",
-				"map": "n"
-			}
-		],
-		"function": "extract",
-		"where": [
-			{}
-		]
-	}
-}
\ No newline at end of file
+[
+    {
+        "srce": "dcard",
+        "sequence": 1,
+        "defn": [
+            {
+                "key": "{Description}",
+                "map": "y",
+                "flag": "",
+                "field": "f20",
+                "regex": ".{1,20}",
+                "retain": "y"
+            }
+        ],
+        "name": "First 20",
+        "where": [
+            {}
+        ],
+        "function": "extract",
+        "description": "pull first 20 characters from description for mapping"
+    },
+    {
+        "srce": "pncc",
+        "sequence": 1,
+        "name": "Strip Amount Commas",
+        "description": "the Amount field come from PNC with commas embeded so it cannot be cast to numeric",
+        "defn": [
+            {
+                "key": "{Amount}",
+                "field": "amount",
+                "regex": ",",
+                "replace": "",
+                "flag": "g",
+                "retain": "y",
+                "map": "n"
+            }
+        ],
+        "function": "replace",
+        "where": [
+            {}
+        ]
+    },
+    {
+        "srce": "pncc",
+        "sequence": 1,
+        "name": "Parse ACH Credits",
+        "description": "parse select components of the description for ACH Credits Receieved",
+        "defn": [
+            {
+                "key": "{Description}",
+                "field": "beneficiary",
+                "regex": "Comp Name:(.+?)(?=\\d{6} Com|SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "Cust ID",
+                "regex": "Cust ID:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "Desc",
+                "regex": "Desc:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "originator",
+                "regex": "Cust Name:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "Batch Discr",
+                "regex": "Batch Discr:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "Comp ID",
+                "regex": "Comp ID:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "Addenda",
+                "regex": "Addenda:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "SETT",
+                "regex": "SETT:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "Date",
+                "regex": "Date:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "Time",
+                "regex": "Time:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            }
+        ],
+        "function": "extract",
+        "where": [
+            {
+                "Transaction": "ACH Credits"
+            }
+        ]
+    },
+    {
+        "srce": "pncc",
+        "sequence": 1,
+        "name": "Parse ACH Debits",
+        "description": "parse select components of the description for ACH Credits Receieved",
+        "defn": [
+            {
+                "key": "{Description}",
+                "field": "originator",
+                "regex": "Comp Name:(.+?)(?=\\d{6} Com|SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "Cust ID",
+                "regex": "Cust ID:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "Desc",
+                "regex": "Desc:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "beneficiary",
+                "regex": "Cust Name:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "Batch Discr",
+                "regex": "Batch Discr:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "Comp ID",
+                "regex": "Comp ID:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "Addenda",
+                "regex": "Addenda:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "SETT",
+                "regex": "SETT:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "Date",
+                "regex": "Date:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "Time",
+                "regex": "Time:(.+?)(?=SEC:|Cust ID:|Desc:|Comp Name:|Comp ID:|Batch Discr:|Cust Name:|Addenda:|SETT:|Date:|Time:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            }
+        ],
+        "function": "extract",
+        "where": [
+            {
+                "Transaction": "ACH Debits"
+            }
+        ]
+    },
+    {
+        "srce": "pncc",
+        "sequence": 1,
+        "name": "Parse Wires",
+        "description": "pull out whatever follows OBI in the description until atleast 3 capital letters followed by a colon are encountered",
+        "defn": [
+            {
+                "key": "{Description}",
+                "field": "dparse",
+                "regex": "([A-Z]{3,}?:)(.*)(?=[A-Z]{3,}?:|$)",
+                "flag": "g",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "beneficiary_components",
+                "regex": "BENEFICIARY:(.*?)AC/(\\d*) (.*)(?=[A-Z]{3,}?:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "originator_components",
+                "regex": "ORIGINATOR:(.*?)AC/(\\d*) (.*)(?=[A-Z]{3,}?:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "beneficiary",
+                "regex": "BENEFICIARY:(.*?)AC/\\d* .*(?=[A-Z]{3,}?:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "originator",
+                "regex": "ORIGINATOR:(.*?)AC/\\d* .*(?=[A-Z]{3,}?:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "OBI",
+                "regex": "OBI:(.*?)(?=[A-Z]{3,}?:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "RFB",
+                "regex": "RFB:(.*?)(?=[A-Z]{3,}?:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "ABA",
+                "regex": "ABA:(.*?)(?=[A-Z]{3,}?:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "BBI",
+                "regex": "BBI:(.*?)(?=[A-Z]{3,}?:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "BENEBNK",
+                "regex": "BENEBNK:(.*?)(?=[A-Z]{3,}?:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "IBK",
+                "regex": "IBK:(.*?)(?=[A-Z]{3,}?:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "RATE",
+                "regex": "RATE:(.*?)(?=[A-Z]{3,}?:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            },
+            {
+                "key": "{Description}",
+                "field": "RECVBNK",
+                "regex": "RECVBNK:(.*?)(?=[A-Z]{3,}?:|$)",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            }
+        ],
+        "function": "extract",
+        "where": [
+            {
+                "Transaction": "Money Transfer DB - Wire"
+            },
+            {
+                "Transaction": "Money Transfer DB - Other"
+            },
+            {
+                "Transaction": "Money Transfer CR-Wire"
+            },
+            {
+                "Transaction": "Money Transfer CR-Other"
+            },
+            {
+                "Transaction": "Intl Money Transfer Debits"
+            },
+            {
+                "Transaction": "Intl Money Transfer Credits"
+            }
+        ]
+    },
+    {
+        "srce": "pncc",
+        "sequence": 1,
+        "name": "Trans Type",
+        "description": "extract intial description in conjunction with account name and transaction type for mapping",
+        "defn": [
+            {
+                "key": "{AccountName}",
+                "field": "acctn",
+                "regex": "(.*)",
+                "retain": "n",
+                "map": "y"
+            },
+            {
+                "key": "{Transaction}",
+                "field": "trans",
+                "regex": "(.*)",
+                "retain": "n",
+                "map": "y"
+            },
+            {
+                "key": "{Description}",
+                "field": "ini",
+                "regex": "([\\w].*?)(?=$| -|\\s[0-9].*?|\\s[\\w/]+?:)",
+                "retain": "y",
+                "map": "y"
+            }
+        ],
+        "where": [
+            {}
+        ],
+        "function": "extract"
+    },
+    {
+        "srce": "pncc",
+        "sequence": 1,
+        "name": "Currency",
+        "description": "pull out currency indicators from description of misc items and map",
+        "defn": [
+            {
+                "key": "{Description}",
+                "field": "ini",
+                "regex": "([\\w].*?)(?=$| -|\\s[0-9].*?|\\s[\\w/]+?:)",
+                "retain": "y",
+                "map": "y"
+            },
+            {
+                "key": "{Description}",
+                "field": "curr1",
+                "regex": ".*(DEBIT|CREDIT).*(USD|CAD).*(?=DEBIT|CREDIT).*(?=USD|CAD).*",
+                "retain": "y",
+                "map": "y"
+            },
+            {
+                "key": "{Description}",
+                "field": "curr2",
+                "regex": ".*(?=DEBIT|CREDIT).*(?=USD|CAD).*(DEBIT|CREDIT).*(USD|CAD).*",
+                "retain": "y",
+                "map": "y"
+            }
+        ],
+        "where": [
+            {
+                "Transaction": "Miscellaneous Credits"
+            },
+            {
+                "Transaction": "Miscellaneous Debits"
+            }
+        ],
+        "function": "extract"
+    },
+    {
+        "srce": "adprp",
+        "sequence": 1,
+        "name": "ADP Codes",
+        "description": "link to adp code definitions",
+        "defn": [
+            {
+                "key": "{gl_descr}",
+                "field": "gl_descr",
+                "regex": ".*",
+                "flag": "",
+                "retain": "n",
+                "map": "y"
+            },
+            {
+                "key": "{prim_offset}",
+                "field": "prim_offset",
+                "regex": ".*",
+                "flag": "",
+                "retain": "n",
+                "map": "y"
+            },
+            {
+                "key": "{pay_date}",
+                "field": "pay_month",
+                "regex": ".{1,4}",
+                "flag": "",
+                "retain": "y",
+                "map": "n"
+            }
+        ],
+        "function": "extract",
+        "where": [
+            {}
+        ]
+    }
+]
\ No newline at end of file
diff --git a/templates/srce_template.json b/templates/srce_template.json
index 06c6e92..bea9cbd 100644
--- a/templates/srce_template.json
+++ b/templates/srce_template.json
@@ -1,121 +1,76 @@
 {
-    "name": "WMPD",
-    "descr": "Williams Paid File",
-    "type":"csv",
-    "schema": [
-        {
-            "key": "Carrier",
-            "type": "text"
-        },
-        {
-            "key": "SCAC",
-            "type": "text"
-        },
-        {
-            "key": "Mode",
-            "type": "text"
-        },
-        {
-            "key": "Pro #",
-            "type": "text"
-        },
-        {
-            "key": "B/L",
-            "type": "text"
-        },
-        {
-            "key": "Pd Amt",
-            "type": "numeric"
-        },
-        {
-            "key": "Loc#",
-            "type": "text"
-        },
-        {
-            "key": "Pcs",
-            "type": "numeric"
-        },
-        {
-            "key": "Wgt",
-            "type": "numeric"
-        },
-        {
-            "key": "Chk#",
-            "type": "numeric"
-        },
-        {
-            "key": "Pay Dt",
-            "type": "date"
-        },
-        {
-            "key": "Acct #",
-            "type": "text"
-        },
-        {
-            "key": "I/O",
-            "type": "text"
-        },
-        {
-            "key": "Sh Nm",
-            "type": "text"
-        },
-        {
-            "key": "Sh City",
-            "type": "text"
-        },
-        {
-            "key": "Sh St",
-            "type": "text"
-        },
-        {
-            "key": "Sh Zip",
-            "type": "text"
-        },
-        {
-            "key": "Cons Nm",
-            "type": "text"
-        },
-        {
-            "key": "D City ",
-            "type": "text"
-        },
-        {
-            "key": "D St",
-            "type": "text"
-        },
-        {
-            "key": "D Zip",
-            "type": "text"
-        },
-        {
-            "key": "Sh Dt",
-            "type": "date"
-        },
-        {
-            "key": "Inv Dt",
-            "type": "date"
-        },
-        {
-            "key": "Customs Entry#",
-            "type": "text"
-        },
-        {
-            "key": "Miles",
-            "type": "numeric"
-        },
-        {
-            "key": "Frt Class",
-            "type": "text"
-        },
-        {
-            "key": "Master B/L",
-            "type": "text"
-        }
+    "name": "dcard",
+    "source": "client_file",
+    "loading_function": "csv",
+    "constraint": [
+        "{Trans. Date}",
+        "{Post Date}",
+        "{Description}"
     ],
-    "unique_constraint": {
-        "fields":[
-            "{Pay Dt}",
-            "{Carrier}" 
+    "schemas": {
+        "default": [
+            {
+                "path": "{Trans. Date}",
+                "type": "date",
+                "column_name": "Trans. Date"
+            },
+            {
+                "path": "{Post Date}",
+                "type": "date",
+                "column_name": "Post Date"
+            },
+            {
+                "path": "{Description}",
+                "type": "text",
+                "column_name": "Description"
+            },
+            {
+                "path": "{Amount}",
+                "type": "numeric",
+                "column_name": "Amount"
+            },
+            {
+                "path": "{Category}",
+                "type": "text",
+                "column_name": "Category"
+            }
+        ],
+        "mapped": [
+            {
+                "path": "{Trans. Date}",
+                "type": "date",
+                "column_name": "Trans. Date"
+            },
+            {
+                "path": "{Post Date}",
+                "type": "date",
+                "column_name": "Post Date"
+            },
+            {
+                "path": "{Description}",
+                "type": "text",
+                "column_name": "Description"
+            },
+            {
+                "path": "{Amount}",
+                "type": "numeric",
+                "column_name": "Amount"
+            },
+            {
+                "path": "{Category}",
+                "type": "text",
+                "column_name": "Category"
+            },
+            {
+                "path": "{party}",
+                "type": "text",
+                "column_name": "Party"
+            },
+            {
+                "path": "{reason}",
+                "type": "text",
+                "column_name": "Reason"
+            }
         ]
     }
 }
\ No newline at end of file