Title: | Manipulate 'JDemetra+' Workspaces |
---|---|
Description: | Set of tools to manipulate the 'JDemetra+' workspaces. Based on the 'RJDemetra' package (which interfaces with version 2 of the 'JDemetra+' (<https://github.com/jdemetra/jdemetra-app>), the seasonal adjustment software officially recommended to the members of the European Statistical System (ESS) and the European System of Central Banks). This package provides access to additional workspace manipulation functions such as metadata manipulation, raw paths and wrangling of several workspaces simultaneously. These additional functionalities are useful as part of a CVS data production chain. |
Authors: | Tanguy Barthelemy [aut, cre, art], Alain Quartier-la-Tente [aut] , Institut national de la statistique et des études économiques [cph] (https://www.insee.fr/), Anna Smyk [aut] |
Maintainer: | Tanguy Barthelemy <[email protected]> |
License: | EUPL |
Version: | 1.1.7 |
Built: | 2024-11-01 06:47:34 UTC |
Source: | CRAN |
Copy a WS
copy_ws(ws_name, from, to = tempdir(), overwrite = TRUE, verbose = TRUE)
copy_ws(ws_name, from, to = tempdir(), overwrite = TRUE, verbose = TRUE)
ws_name |
the name of the WS |
from |
the path to the folder containing the WS (the XML file + the WS folder) |
to |
the path to the new folder which will contains the WS (the XML file + the WS folder) |
overwrite |
Overwrite existing file (Defaults to TRUE) |
verbose |
A boolean to print indications on the processing status (optional and TRUE by default) |
the function returns invisibly (with invisible()
) a boolean
specifying if the transfer was done or an error if the specified paths or
workspace don't exists
# Déplacement d'un WS dans un environnement temporaire destination_dir <- tempdir() # Copy of a worspace in a temporary environment copy_ws( ws_name = "ws_output", from = file.path(system.file("extdata", package = "rjdworkspace"), "WS"), to = destination_dir )
# Déplacement d'un WS dans un environnement temporaire destination_dir <- tempdir() # Copy of a worspace in a temporary environment copy_ws( ws_name = "ws_output", from = file.path(system.file("extdata", package = "rjdworkspace"), "WS"), to = destination_dir )
Function to extract the comments of a workspace
get_comment(x)
get_comment(x)
x |
the object from which the comments are retrieved. |
A string or list of string with all the comment contained in a SA-Item, a SA-Processing or a workspace (depending on the argument x
).
library("RJDemetra") ws_dir <- file.path(system.file("extdata", package = "rjdworkspace"), "WS") path_ws_to <- file.path(ws_dir, "ws_output.xml") ws_output <- load_workspace(path_ws_to) print(get_comment(ws_output)) sap_output <- get_object(ws_output, pos = 3) print(get_comment(sap_output)) sa_item <- get_object(sap_output, pos = 3) print(get_comment(sa_item))
library("RJDemetra") ws_dir <- file.path(system.file("extdata", package = "rjdworkspace"), "WS") path_ws_to <- file.path(ws_dir, "ws_output.xml") ws_output <- load_workspace(path_ws_to) print(get_comment(ws_output)) sap_output <- get_object(ws_output, pos = 3) print(get_comment(sap_output)) sa_item <- get_object(sap_output, pos = 3) print(get_comment(sa_item))
Functions to remove/replace/add a sa_item
from/to a SA-Processing.
remove_sa_item(sap, pos = 1) remove_all_sa_item(sap) replace_sa_item(sap, pos = 1, sa_item) add_new_sa_item(sap, sa_item)
remove_sa_item(sap, pos = 1) remove_all_sa_item(sap) replace_sa_item(sap, pos = 1, sa_item) add_new_sa_item(sap, sa_item)
sap |
the SA-Processing. |
pos |
the index of the |
sa_item |
|
The functions remove_sa_item()
, remove_all_sa_item()
and replace_sa_item()
return invisibly (with invisible()
) TRUE
or an error.
The function add_new_sa_item()
returns invisibly (with invisible()
) the updated SA-Item
.
library("RJDemetra") sa_x13 <- jx13(series = ipi_c_eu[, "FR"]) sa_ts <- jtramoseats(series = ipi_c_eu[, "FR"]) wk <- new_workspace() sap1 <- new_multiprocessing(workspace = wk, name = "sap-1") add_sa_item(workspace = wk, multiprocessing = "sap-1", sa_obj = sa_x13, name = "X13") add_sa_item(workspace = wk, multiprocessing = "sap-1", sa_obj = sa_ts, name = "TramoSeats") sa_item1 <- get_object(x = sap1, pos = 1L) remove_sa_item(sap = sap1, pos = 1L) # Remove the first sa-item add_new_sa_item(sap = sap1, sa_item = sa_item1) # Add the sa-item at the end # To replace the first sa_item by "sa_item1" replace_sa_item(sap = sap1, pos = 1L, sa_item = sa_item1)
library("RJDemetra") sa_x13 <- jx13(series = ipi_c_eu[, "FR"]) sa_ts <- jtramoseats(series = ipi_c_eu[, "FR"]) wk <- new_workspace() sap1 <- new_multiprocessing(workspace = wk, name = "sap-1") add_sa_item(workspace = wk, multiprocessing = "sap-1", sa_obj = sa_x13, name = "X13") add_sa_item(workspace = wk, multiprocessing = "sap-1", sa_obj = sa_ts, name = "TramoSeats") sa_item1 <- get_object(x = sap1, pos = 1L) remove_sa_item(sap = sap1, pos = 1L) # Remove the first sa-item add_new_sa_item(sap = sap1, sa_item = sa_item1) # Add the sa-item at the end # To replace the first sa_item by "sa_item1" replace_sa_item(sap = sap1, pos = 1L, sa_item = sa_item1)
replace_series()
allows to update a selection of series by the same-named
series from another workspace. When only the metadata differs, it is the
partial version of the update_metadata function.
Generic function to identify and return the duplicates in a list
replace_series( ws_from, ws_to, selected_series, mp_from_name, mp_to_name, verbose = TRUE ) verif_duplicates(s) verif_ws_duplicates(ws, verbose = TRUE)
replace_series( ws_from, ws_to, selected_series, mp_from_name, mp_to_name, verbose = TRUE ) verif_duplicates(s) verif_ws_duplicates(ws, verbose = TRUE)
ws_from |
The workspace containing the most up-to-date version of the selected_series series |
ws_to |
The workspace to update |
selected_series |
The vector containing the series-to-update's names. |
mp_from_name |
The name of the SA-Processing containing the series to update (optional) |
mp_to_name |
The name of the SA-Processing to update (optional) |
verbose |
A boolean to print indications on the processing status (optional and TRUE by default) |
s |
a list of characters |
ws |
The workspace to scan |
If the arguments mp_from_name
& mp_to_name
are unspecified, the
update will be performed using the workspaces' first SAProcessing.
If a series is specified in the selected_series vector is missing in a
workspace, no replacement will be performed and the function will return the
list of missing series. Otherwise, if all is well, the function returns the
workspace ws_to updated.
verif_duplicates()
identifies and returns the duplicates in a list
verif_ws_duplicates()
identifies duplicated series in a SAProcessing (SAP)
and SAProcessings in a workspace
the updated workspace
If there are no duplicates, the function returns an empty data frame. Otherwise, it returns a data frame giving the name and number of duplicates found within the argument (list).
a list containing the name and number of occurences of duplicated SAPs and series
library("RJDemetra") dir_ws <- tempdir() template_ws <- file.path(system.file("extdata", package = "rjdworkspace"), "WS") # Moving the WS in a temporary environment copy_ws( ws_name = "ws_output", from = template_ws, to = dir_ws ) copy_ws( ws_name = "ws_input", from = template_ws, to = dir_ws ) path_ws_from <- file.path(dir_ws, "ws_input.xml") path_ws_to <- file.path(dir_ws, "ws_output.xml") ws_input <- load_workspace(path_ws_from) ws_output <- load_workspace(path_ws_to) replace_series( ws_from = ws_input, ws_to = ws_output, mp_from_name = "SAProcessing-2", mp_to_name = "SAProcessing-2", selected_series = c("RF1039", "RF1041"), verbose = TRUE ) s <- c("a", "b", "a", "c", "a", "c") print(rjdworkspace:::verif_duplicates(s))
library("RJDemetra") dir_ws <- tempdir() template_ws <- file.path(system.file("extdata", package = "rjdworkspace"), "WS") # Moving the WS in a temporary environment copy_ws( ws_name = "ws_output", from = template_ws, to = dir_ws ) copy_ws( ws_name = "ws_input", from = template_ws, to = dir_ws ) path_ws_from <- file.path(dir_ws, "ws_input.xml") path_ws_to <- file.path(dir_ws, "ws_output.xml") ws_input <- load_workspace(path_ws_from) ws_output <- load_workspace(path_ws_to) replace_series( ws_from = ws_input, ws_to = ws_output, mp_from_name = "SAProcessing-2", mp_to_name = "SAProcessing-2", selected_series = c("RF1039", "RF1041"), verbose = TRUE ) s <- c("a", "b", "a", "c", "a", "c") print(rjdworkspace:::verif_duplicates(s))
Function to change the comments of a sa_item object
set_comment(x, comment)
set_comment(x, comment)
x |
the sa_item of which the comments will be changed. |
comment |
the new comment. |
a new sa_item.
Function to set the name of a "sa_item"
from the one contained in another "sa_item"
.
set_metadata(sa_from, sa_to)
set_metadata(sa_from, sa_to)
sa_from |
the |
sa_to |
the |
a new "sa_item"
with the specification of sa_to
and the metadata of sa_from
.
Function to set the name of a "sa_item"
.
set_name(sa_item, name)
set_name(sa_item, name)
sa_item |
a |
name |
the new name. |
a new "sa_item"
with the new name.
library("RJDemetra") sa_x13 <- jx13(series = ipi_c_eu[, "FR"]) wk <- new_workspace() sap1 <- new_multiprocessing(workspace = wk, name = "sap-1") add_sa_item(workspace = wk, multiprocessing = "sap-1", sa_obj = sa_x13, name = "Wrong name") sa_item1 <- get_object(x = sap1, pos = 1L) new_sa_item <- set_name(sa_item = sa_item1, name = "Good name") replace_sa_item(sap = sap1, pos = 1L, sa_item = new_sa_item) # The first sa_item of sap1 is now "Good name" get_name(x = get_object(x = sap1, pos = 1L))
library("RJDemetra") sa_x13 <- jx13(series = ipi_c_eu[, "FR"]) wk <- new_workspace() sap1 <- new_multiprocessing(workspace = wk, name = "sap-1") add_sa_item(workspace = wk, multiprocessing = "sap-1", sa_obj = sa_x13, name = "Wrong name") sa_item1 <- get_object(x = sap1, pos = 1L) new_sa_item <- set_name(sa_item = sa_item1, name = "Good name") replace_sa_item(sap = sap1, pos = 1L, sa_item = new_sa_item) # The first sa_item of sap1 is now "Good name" get_name(x = get_object(x = sap1, pos = 1L))
Function to set the specification of a "sa_item"
.
set_spec(sa_item, spec)
set_spec(sa_item, spec)
sa_item |
a |
spec |
the object into which the new specification is extracted/stored. |
a new "sa_item"
with the new specification
library("RJDemetra") sa_x13 <- jx13(series = ipi_c_eu[, "FR"]) sa_ts <- jtramoseats(series = ipi_c_eu[, "FR"]) wk <- new_workspace() sap1 <- new_multiprocessing(workspace = wk, name = "sap-1") add_sa_item( workspace = wk, multiprocessing = "sap-1", sa_obj = sa_x13, name = "tramo seats" ) sa_item1 <- get_object(x = sap1, pos = 1L) new_sa_item <- set_spec(sa_item = sa_item1, spec = sa_ts) # The first sa_item is now seasonally adjusted with TRAMO-SEATS replace_sa_item(sap = sap1, pos = 1, sa_item = new_sa_item)
library("RJDemetra") sa_x13 <- jx13(series = ipi_c_eu[, "FR"]) sa_ts <- jtramoseats(series = ipi_c_eu[, "FR"]) wk <- new_workspace() sap1 <- new_multiprocessing(workspace = wk, name = "sap-1") add_sa_item( workspace = wk, multiprocessing = "sap-1", sa_obj = sa_x13, name = "tramo seats" ) sa_item1 <- get_object(x = sap1, pos = 1L) new_sa_item <- set_spec(sa_item = sa_item1, spec = sa_ts) # The first sa_item is now seasonally adjusted with TRAMO-SEATS replace_sa_item(sap = sap1, pos = 1, sa_item = new_sa_item)
Function to change the input time series of a SaItem
set_ts(sa_item, ts)
set_ts(sa_item, ts)
sa_item |
the |
ts |
the new |
a sa_item
library("RJDemetra") # Definition of the original time series sa_x13 <- jx13(series = ipi_c_eu[, "FR"]) wk <- new_workspace() sap1 <- new_multiprocessing(workspace = wk, name = "sap-1") # Adding a new SA-Item (`sa_x13`) to `sap1` add_sa_item(workspace = wk, multiprocessing = "sap-1", sa_obj = sa_x13, name = "X13") # Retrieving the adjusted series sa_item1 <- get_object(x = sap1, pos = 1L) # Creation of a new sa_item and change of the input time series new_sa_item <- set_ts(sa_item = sa_item1, ts = ipi_c_eu[, "BE"]) # Replacement of the series in the workspace replace_sa_item(sap = sap1, pos = 1L, sa_item = new_sa_item)
library("RJDemetra") # Definition of the original time series sa_x13 <- jx13(series = ipi_c_eu[, "FR"]) wk <- new_workspace() sap1 <- new_multiprocessing(workspace = wk, name = "sap-1") # Adding a new SA-Item (`sa_x13`) to `sap1` add_sa_item(workspace = wk, multiprocessing = "sap-1", sa_obj = sa_x13, name = "X13") # Retrieving the adjusted series sa_item1 <- get_object(x = sap1, pos = 1L) # Creation of a new sa_item and change of the input time series new_sa_item <- set_ts(sa_item = sa_item1, ts = ipi_c_eu[, "BE"]) # Replacement of the series in the workspace replace_sa_item(sap = sap1, pos = 1L, sa_item = new_sa_item)
To copy & paste series from one workspace to another
transfer_series( ws_from, ws_to, selected_series, pos_sap_from, pos_sap_to, name_sap_from, name_sap_to, verbose = TRUE, create_sap = TRUE, replace_series = TRUE )
transfer_series( ws_from, ws_to, selected_series, pos_sap_from, pos_sap_to, name_sap_from, name_sap_to, verbose = TRUE, create_sap = TRUE, replace_series = TRUE )
ws_from |
The workspace containing the additionnal series |
ws_to |
The workspace to add series to |
selected_series |
The vector containing the series-to-update's names. |
pos_sap_from |
The position of the SA-Processing to transfer the series from |
pos_sap_to |
The position of the SA-Processing to transfer the series to |
name_sap_from |
The name of the SA-Processing to transfer the series from (optional) |
name_sap_to |
The name of the SA-Processing to transfer the series to (optional) |
verbose |
A boolean to print indications on the processing status (optional and TRUE by default) |
create_sap |
A boolean to create a new SA-Processing if not existing (optional) |
replace_series |
A boolean to replace existing series (optional) |
To use this function you need to first launch load_workspace
and after
save_workspace
to save the changes.
name_sap_to
and name_sap_from
refer to the SAP's name and not SAP's
file's name.
The transfer will fail if:
- name_sap_from
doesn't exist
- pos_sap_from
< 0 or exceed the maximum number of SAP
- pos_sap_to
< 0 or exceed the maximum number of SAP
- The arguments pos_sap_from
and name_sap_from
are refering to
differents objects.
- The arguments pos_sap_to
and name_sap_to
are refering to
differents objects.
If name_sap_to
and pos_sap_to
are unspecified, the update will be
performed using the workspaces' first SAProcessing (same for the SAP from).
However if the informations of one on the two SAP (from or to) are specified
(name or position), they will be attributed by default to the other
worskpace.
If name_sap_to
doesn't refer to an existing SAP, a new SAP will be created
(if create_sap
is TRUE
).
If a sa_item has a specification which uses external regressor, you have to be sure that the regressors are also in the destination workspace.
the workspace
ws_to augmented with series present in ws_from and
not already in ws_to
library("RJDemetra") dir_ws <- tempdir() template_ws <- file.path(system.file("extdata", package = "rjdworkspace"), "WS") # Moving the WS in a temporary environment copy_ws( ws_name = "ws_output", from = template_ws, to = dir_ws ) copy_ws( ws_name = "ws_input", from = template_ws, to = dir_ws ) path_ws_from <- file.path(dir_ws, "ws_input.xml") path_ws_to <- file.path(dir_ws, "ws_output.xml") ws_input <- load_workspace(path_ws_from) ws_output <- load_workspace(path_ws_to) # Existing SAP transfer_series( ws_from = ws_input, ws_to = ws_output, name_sap_from = "SAProcessing-1", name_sap_to = "SAProcessing-1", verbose = TRUE ) transfer_series( ws_from = ws_input, ws_to = ws_output, pos_sap_from = 1, pos_sap_to = 1, verbose = TRUE ) # Existing series transfer_series( ws_from = ws_input, ws_to = ws_output, pos_sap_from = 2, pos_sap_to = 2, verbose = TRUE, replace_series = FALSE ) transfer_series( ws_from = ws_input, ws_to = ws_output, pos_sap_from = 2, pos_sap_to = 2, verbose = TRUE, replace_series = TRUE ) # Create a new SAP # transfer_series(ws_from = ws_input, ws_to = ws_output, # name_sap_from = "SAProcessing-1", # name_sap_to = "New-SAProcessing-from-R", # verbose = TRUE, # create = FALSE) transfer_series( ws_from = ws_input, ws_to = ws_output, name_sap_from = "SAProcessing-1", name_sap_to = "New-SAProcessing-from-R", verbose = TRUE, create = TRUE ) RJDemetra::save_workspace(workspace = ws_output, file = path_ws_to)
library("RJDemetra") dir_ws <- tempdir() template_ws <- file.path(system.file("extdata", package = "rjdworkspace"), "WS") # Moving the WS in a temporary environment copy_ws( ws_name = "ws_output", from = template_ws, to = dir_ws ) copy_ws( ws_name = "ws_input", from = template_ws, to = dir_ws ) path_ws_from <- file.path(dir_ws, "ws_input.xml") path_ws_to <- file.path(dir_ws, "ws_output.xml") ws_input <- load_workspace(path_ws_from) ws_output <- load_workspace(path_ws_to) # Existing SAP transfer_series( ws_from = ws_input, ws_to = ws_output, name_sap_from = "SAProcessing-1", name_sap_to = "SAProcessing-1", verbose = TRUE ) transfer_series( ws_from = ws_input, ws_to = ws_output, pos_sap_from = 1, pos_sap_to = 1, verbose = TRUE ) # Existing series transfer_series( ws_from = ws_input, ws_to = ws_output, pos_sap_from = 2, pos_sap_to = 2, verbose = TRUE, replace_series = FALSE ) transfer_series( ws_from = ws_input, ws_to = ws_output, pos_sap_from = 2, pos_sap_to = 2, verbose = TRUE, replace_series = TRUE ) # Create a new SAP # transfer_series(ws_from = ws_input, ws_to = ws_output, # name_sap_from = "SAProcessing-1", # name_sap_to = "New-SAProcessing-from-R", # verbose = TRUE, # create = FALSE) transfer_series( ws_from = ws_input, ws_to = ws_output, name_sap_from = "SAProcessing-1", name_sap_to = "New-SAProcessing-from-R", verbose = TRUE, create = TRUE ) RJDemetra::save_workspace(workspace = ws_output, file = path_ws_to)
Functions to update the metadata of a workspace by those contained in another one
update_metadata(ws_from, ws_to) update_metadata_roughly(ws_from, ws_to)
update_metadata(ws_from, ws_to) update_metadata_roughly(ws_from, ws_to)
ws_from |
Workspace that contains the new metadata. |
ws_to |
Workspace to update. |
update_metadata()
checks the SA-Processings and SaItems' names
within the two workspaces before updating ws_to's metadata.
update_metadata_roughly()
does not do any checks: ws_to
's first
SA-Processing's first SaItem metadata
is updated with ws_from
's first SA-Processing's first SaItem metadata.
Both functions create and return a new workspace containing
the updated series.
the updated workspace
library("RJDemetra") path_to_ws1 <- file.path( system.file("extdata", package = "rjdworkspace"), "WS/ws_example_1.xml" ) path_to_ws2 <- file.path( system.file("extdata", package = "rjdworkspace"), "WS/ws_example_2.xml" ) ws_1 <- load_workspace(path_to_ws1) compute(ws_1) ws_2 <- load_workspace(path_to_ws2) compute(ws_2) updated_workspace <- update_metadata_roughly(ws_from = ws_1, ws_to = ws_2) path_to_output <- file.path(tempdir(), "ws_update_meta_roughly.xml") save_workspace(workspace = updated_workspace, file = path_to_output) updated_workspace <- update_metadata(ws_from = ws_1, ws_to = ws_2) path_to_output <- file.path(tempdir(), "ws_update_meta.xml") save_workspace(workspace = updated_workspace, file = path_to_output)
library("RJDemetra") path_to_ws1 <- file.path( system.file("extdata", package = "rjdworkspace"), "WS/ws_example_1.xml" ) path_to_ws2 <- file.path( system.file("extdata", package = "rjdworkspace"), "WS/ws_example_2.xml" ) ws_1 <- load_workspace(path_to_ws1) compute(ws_1) ws_2 <- load_workspace(path_to_ws2) compute(ws_2) updated_workspace <- update_metadata_roughly(ws_from = ws_1, ws_to = ws_2) path_to_output <- file.path(tempdir(), "ws_update_meta_roughly.xml") save_workspace(workspace = updated_workspace, file = path_to_output) updated_workspace <- update_metadata(ws_from = ws_1, ws_to = ws_2) path_to_output <- file.path(tempdir(), "ws_update_meta.xml") save_workspace(workspace = updated_workspace, file = path_to_output)
Function to update the path of the raw data file in a workspace. This function works with .csv, .xls and .xlsx format.
update_path(ws_xml_path, raw_data_path, pos_sap, pos_sa_item, verbose = TRUE)
update_path(ws_xml_path, raw_data_path, pos_sap, pos_sa_item, verbose = TRUE)
ws_xml_path |
the path to the xml file of the workspace |
raw_data_path |
the new path to the raw data |
pos_sap |
the index of the SA-Processing containing the series (Optional) |
pos_sa_item |
the index of the SA-Item containing the series (Optional) |
verbose |
A boolean to print indications on the processing status (optional and TRUE by default) |
The argument pos_sap
and pos_sa_item
are optional.
If pos_sa_item
is not supplied, all SA-Item will be updated.
If pos_sap
is not supplied, all SA-Processing will be updated.
If pos_sa_item
is supplied, pos_sap
must be specified.
It's also important that the new data file has the same structure as the previous file : - same column names - same column position - same extension and format (.csv, .xls or .xlsx)
the workspace
ws_to augmented with series present in ws_from and
not already in ws_to
library("RJDemetra") new_dir <- tempdir() ws_template_path <- file.path(system.file("extdata", package = "rjdworkspace"), "WS") # Moving the WS in a temporary environment copy_ws( ws_name = "ws_example_path", from = ws_template_path, to = new_dir ) # Moving the raw data in a temporary environment data_path <- file.path(system.file("extdata", package = "rjdworkspace"), "data_file.csv") file.copy( from = data_path, to = new_dir ) path_ws <- file.path(new_dir, "ws_example_path.xml") new_raw_data_path <- file.path(new_dir, "data_file.csv") update_path( ws_xml_path = path_ws, raw_data_path = new_raw_data_path, pos_sap = 1L, pos_sa_item = 1L:2L ) update_path( ws_xml_path = path_ws, raw_data_path = new_raw_data_path, pos_sap = 1L ) update_path( ws_xml_path = path_ws, raw_data_path = new_raw_data_path )
library("RJDemetra") new_dir <- tempdir() ws_template_path <- file.path(system.file("extdata", package = "rjdworkspace"), "WS") # Moving the WS in a temporary environment copy_ws( ws_name = "ws_example_path", from = ws_template_path, to = new_dir ) # Moving the raw data in a temporary environment data_path <- file.path(system.file("extdata", package = "rjdworkspace"), "data_file.csv") file.copy( from = data_path, to = new_dir ) path_ws <- file.path(new_dir, "ws_example_path.xml") new_raw_data_path <- file.path(new_dir, "data_file.csv") update_path( ws_xml_path = path_ws, raw_data_path = new_raw_data_path, pos_sap = 1L, pos_sa_item = 1L:2L ) update_path( ws_xml_path = path_ws, raw_data_path = new_raw_data_path, pos_sap = 1L ) update_path( ws_xml_path = path_ws, raw_data_path = new_raw_data_path )