From d2c56bf585cbada8e562b18ff3a6f4ff30e3d3de Mon Sep 17 00:00:00 2001
From: Chandrasekhar Ramakrishnan <cramakri@ethz.ch>
Date: Mon, 30 Mar 2020 09:42:40 +0000
Subject: [PATCH] renku run papermill -p ts_folder ./data/covid-19_jhu-csse/ -p
 wb_path ./data/worldbank/SP.POP.TOTL.zip -p geodata_path
 ./data/geodata/geo_data.csv -p out_folder ./data/covid-19_rates/
 --inject-paths notebooks/process/ToRates.ipynb runs/ToRates.run.ipynb

---
 ...5ac23ef74852a0ecfa61ff854182_papermill.cwl | 137 +++++++++
 .../ts_rates_19-covid-confirmed.csv           |   4 +-
 .../ts_rates_19-covid-deaths.csv              |   4 +-
 runs/ToRates.run.ipynb                        | 264 ++++++++++--------
 4 files changed, 282 insertions(+), 127 deletions(-)
 create mode 100644 .renku/workflow/342d5ac23ef74852a0ecfa61ff854182_papermill.cwl

diff --git a/.renku/workflow/342d5ac23ef74852a0ecfa61ff854182_papermill.cwl b/.renku/workflow/342d5ac23ef74852a0ecfa61ff854182_papermill.cwl
new file mode 100644
index 0000000..988afcd
--- /dev/null
+++ b/.renku/workflow/342d5ac23ef74852a0ecfa61ff854182_papermill.cwl
@@ -0,0 +1,137 @@
+arguments: []
+baseCommand:
+- papermill
+class: CommandLineTool
+cwlVersion: v1.0
+hints: []
+inputs:
+  input_1:
+    default: ts_folder
+    inputBinding:
+      position: 1
+      prefix: -p
+      separate: true
+      shellQuote: true
+    streamable: false
+    type: string
+  input_10:
+    default: runs/ToRates.run.ipynb
+    inputBinding:
+      position: 10
+      separate: true
+      shellQuote: true
+    streamable: false
+    type: string
+  input_2:
+    default:
+      class: Directory
+      listing: []
+      path: ../../data/covid-19_jhu-csse
+    inputBinding:
+      position: 2
+      separate: true
+      shellQuote: true
+    streamable: false
+    type: Directory
+  input_3:
+    default: wb_path
+    inputBinding:
+      position: 3
+      prefix: -p
+      separate: true
+      shellQuote: true
+    streamable: false
+    type: string
+  input_4:
+    default:
+      class: File
+      path: ../../data/worldbank/SP.POP.TOTL.zip
+    inputBinding:
+      position: 4
+      separate: true
+      shellQuote: true
+    streamable: false
+    type: File
+  input_5:
+    default: geodata_path
+    inputBinding:
+      position: 5
+      prefix: -p
+      separate: true
+      shellQuote: true
+    streamable: false
+    type: string
+  input_6:
+    default:
+      class: File
+      path: ../../data/geodata/geo_data.csv
+    inputBinding:
+      position: 6
+      separate: true
+      shellQuote: true
+    streamable: false
+    type: File
+  input_7:
+    default: out_folder
+    inputBinding:
+      position: 7
+      prefix: -p
+      separate: true
+      shellQuote: true
+    streamable: false
+    type: string
+  input_8:
+    default: data/covid-19_rates
+    inputBinding:
+      position: 8
+      separate: true
+      shellQuote: true
+    streamable: false
+    type: string
+  input_9:
+    default:
+      class: File
+      path: ../../notebooks/process/ToRates.ipynb
+    inputBinding:
+      position: 9
+      prefix: --inject-paths
+      separate: true
+      shellQuote: true
+    streamable: false
+    type: File
+outputs:
+  output_0:
+    outputBinding:
+      glob: $(inputs.input_10)
+    streamable: false
+    type: File
+  output_1:
+    outputBinding:
+      glob: $(inputs.input_8)
+    streamable: false
+    type: Directory
+permanentFailCodes: []
+requirements:
+- class: InlineJavascriptRequirement
+- class: InitialWorkDirRequirement
+  listing:
+  - entry: '$({"listing": [], "class": "Directory"})'
+    entryname: runs
+    writable: true
+  - entry: '$({"listing": [], "class": "Directory"})'
+    entryname: data/covid-19_rates
+    writable: true
+  - entry: $(inputs.input_2)
+    entryname: data/covid-19_jhu-csse
+    writable: false
+  - entry: $(inputs.input_4)
+    entryname: data/worldbank/SP.POP.TOTL.zip
+    writable: false
+  - entry: $(inputs.input_6)
+    entryname: data/geodata/geo_data.csv
+    writable: false
+  - entry: $(inputs.input_9)
+    entryname: notebooks/process/ToRates.ipynb
+    writable: false
+successCodes: []
+temporaryFailCodes: []
diff --git a/data/covid-19_rates/ts_rates_19-covid-confirmed.csv b/data/covid-19_rates/ts_rates_19-covid-confirmed.csv
index 9888706..15575de 100644
--- a/data/covid-19_rates/ts_rates_19-covid-confirmed.csv
+++ b/data/covid-19_rates/ts_rates_19-covid-confirmed.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:cd7f729f54a2d71b1f2cd34c0b6518cf8df786c8fea55c7f2de9f1f072ab154c
-size 113607
+oid sha256:cda52059dddf7d5b27213022f624ba1cbcb804e5ad54c7046817274dbe160a6b
+size 123180
diff --git a/data/covid-19_rates/ts_rates_19-covid-deaths.csv b/data/covid-19_rates/ts_rates_19-covid-deaths.csv
index 92936d1..d5d76ee 100644
--- a/data/covid-19_rates/ts_rates_19-covid-deaths.csv
+++ b/data/covid-19_rates/ts_rates_19-covid-deaths.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e862e93839d050845736c86f11de1f6568ede7bbb5475e9540c20d88e2dda8ab
-size 68873
+oid sha256:97987cd3c3e0093de8ca84d4c9bc38343dca820135834b6ee1965bddfbe06ddd
+size 76222
diff --git a/runs/ToRates.run.ipynb b/runs/ToRates.run.ipynb
index 979f74c..0bad182 100644
--- a/runs/ToRates.run.ipynb
+++ b/runs/ToRates.run.ipynb
@@ -4,10 +4,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.020969,
-     "end_time": "2020-03-27T08:23:23.700948",
+     "duration": 0.027314,
+     "end_time": "2020-03-30T09:42:38.217502",
      "exception": false,
-     "start_time": "2020-03-27T08:23:23.679979",
+     "start_time": "2020-03-30T09:42:38.190188",
      "status": "completed"
     },
     "tags": []
@@ -21,10 +21,10 @@
    "execution_count": 1,
    "metadata": {
     "papermill": {
-     "duration": 0.332743,
-     "end_time": "2020-03-27T08:23:24.048007",
+     "duration": 0.366708,
+     "end_time": "2020-03-30T09:42:38.596336",
      "exception": false,
-     "start_time": "2020-03-27T08:23:23.715264",
+     "start_time": "2020-03-30T09:42:38.229628",
      "status": "completed"
     },
     "tags": []
@@ -40,10 +40,10 @@
    "execution_count": 2,
    "metadata": {
     "papermill": {
-     "duration": 0.024048,
-     "end_time": "2020-03-27T08:23:24.087404",
+     "duration": 0.027731,
+     "end_time": "2020-03-30T09:42:38.646131",
      "exception": false,
-     "start_time": "2020-03-27T08:23:24.063356",
+     "start_time": "2020-03-30T09:42:38.618400",
      "status": "completed"
     },
     "tags": [
@@ -64,10 +64,10 @@
    "execution_count": 3,
    "metadata": {
     "papermill": {
-     "duration": 0.026683,
-     "end_time": "2020-03-27T08:23:24.130000",
+     "duration": 0.025036,
+     "end_time": "2020-03-30T09:42:38.685373",
      "exception": false,
-     "start_time": "2020-03-27T08:23:24.103317",
+     "start_time": "2020-03-30T09:42:38.660337",
      "status": "completed"
     },
     "tags": [
@@ -77,22 +77,22 @@
    "outputs": [],
    "source": [
     "# Parameters\n",
-    "PAPERMILL_INPUT_PATH = \"/tmp/qa77nd3o/notebooks/process/ToRates.ipynb\"\n",
+    "PAPERMILL_INPUT_PATH = \"notebooks/process/ToRates.ipynb\"\n",
     "PAPERMILL_OUTPUT_PATH = \"runs/ToRates.run.ipynb\"\n",
-    "ts_folder = \"/tmp/qa77nd3o/data/covid-19_jhu-csse\"\n",
-    "wb_path = \"/tmp/qa77nd3o/data/worldbank/SP.POP.TOTL.zip\"\n",
-    "geodata_path = \"/tmp/qa77nd3o/data/geodata/geo_data.csv\"\n",
-    "out_folder = \"data/covid-19_rates\"\n"
+    "ts_folder = \"./data/covid-19_jhu-csse/\"\n",
+    "wb_path = \"./data/worldbank/SP.POP.TOTL.zip\"\n",
+    "geodata_path = \"./data/geodata/geo_data.csv\"\n",
+    "out_folder = \"./data/covid-19_rates/\"\n"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.012387,
-     "end_time": "2020-03-27T08:23:24.158849",
+     "duration": 0.009947,
+     "end_time": "2020-03-30T09:42:38.708257",
      "exception": false,
-     "start_time": "2020-03-27T08:23:24.146462",
+     "start_time": "2020-03-30T09:42:38.698310",
      "status": "completed"
     },
     "tags": [
@@ -110,10 +110,10 @@
    "execution_count": 4,
    "metadata": {
     "papermill": {
-     "duration": 0.029332,
-     "end_time": "2020-03-27T08:23:24.201268",
+     "duration": 0.033081,
+     "end_time": "2020-03-30T09:42:38.752747",
      "exception": false,
-     "start_time": "2020-03-27T08:23:24.171936",
+     "start_time": "2020-03-30T09:42:38.719666",
      "status": "completed"
     },
     "tags": []
@@ -135,10 +135,10 @@
    "execution_count": 5,
    "metadata": {
     "papermill": {
-     "duration": 0.136002,
-     "end_time": "2020-03-27T08:23:24.352626",
+     "duration": 0.113389,
+     "end_time": "2020-03-30T09:42:38.881452",
      "exception": false,
-     "start_time": "2020-03-27T08:23:24.216624",
+     "start_time": "2020-03-30T09:42:38.768063",
      "status": "completed"
     },
     "tags": []
@@ -155,10 +155,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.012717,
-     "end_time": "2020-03-27T08:23:24.381551",
+     "duration": 0.011789,
+     "end_time": "2020-03-30T09:42:38.916551",
      "exception": false,
-     "start_time": "2020-03-27T08:23:24.368834",
+     "start_time": "2020-03-30T09:42:38.904762",
      "status": "completed"
     },
     "tags": []
@@ -172,10 +172,10 @@
    "execution_count": 6,
    "metadata": {
     "papermill": {
-     "duration": 0.046125,
-     "end_time": "2020-03-27T08:23:24.440601",
+     "duration": 0.055136,
+     "end_time": "2020-03-30T09:42:38.981858",
      "exception": false,
-     "start_time": "2020-03-27T08:23:24.394476",
+     "start_time": "2020-03-30T09:42:38.926722",
      "status": "completed"
     },
     "tags": []
@@ -191,10 +191,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.013966,
-     "end_time": "2020-03-27T08:23:24.472536",
+     "duration": 0.011511,
+     "end_time": "2020-03-30T09:42:39.015831",
      "exception": false,
-     "start_time": "2020-03-27T08:23:24.458570",
+     "start_time": "2020-03-30T09:42:39.004320",
      "status": "completed"
     },
     "tags": []
@@ -208,10 +208,10 @@
    "execution_count": 7,
    "metadata": {
     "papermill": {
-     "duration": 0.068228,
-     "end_time": "2020-03-27T08:23:24.553802",
+     "duration": 0.070611,
+     "end_time": "2020-03-30T09:42:39.096641",
      "exception": false,
-     "start_time": "2020-03-27T08:23:24.485574",
+     "start_time": "2020-03-30T09:42:39.026030",
      "status": "completed"
     },
     "tags": []
@@ -344,10 +344,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.013037,
-     "end_time": "2020-03-27T08:23:24.583291",
+     "duration": 0.011332,
+     "end_time": "2020-03-30T09:42:39.129974",
      "exception": false,
-     "start_time": "2020-03-27T08:23:24.570254",
+     "start_time": "2020-03-30T09:42:39.118642",
      "status": "completed"
     },
     "tags": []
@@ -361,10 +361,10 @@
    "execution_count": 8,
    "metadata": {
     "papermill": {
-     "duration": 0.036114,
-     "end_time": "2020-03-27T08:23:24.633027",
+     "duration": 0.042366,
+     "end_time": "2020-03-30T09:42:39.182695",
      "exception": false,
-     "start_time": "2020-03-27T08:23:24.596913",
+     "start_time": "2020-03-30T09:42:39.140329",
      "status": "completed"
     },
     "tags": []
@@ -393,10 +393,10 @@
    "execution_count": 9,
    "metadata": {
     "papermill": {
-     "duration": 0.025,
-     "end_time": "2020-03-27T08:23:24.675848",
+     "duration": 0.025036,
+     "end_time": "2020-03-30T09:42:39.223885",
      "exception": false,
-     "start_time": "2020-03-27T08:23:24.650848",
+     "start_time": "2020-03-30T09:42:39.198849",
      "status": "completed"
     },
     "tags": []
@@ -411,10 +411,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.017796,
-     "end_time": "2020-03-27T08:23:24.708980",
+     "duration": 0.01029,
+     "end_time": "2020-03-30T09:42:39.247229",
      "exception": false,
-     "start_time": "2020-03-27T08:23:24.691184",
+     "start_time": "2020-03-30T09:42:39.236939",
      "status": "completed"
     },
     "tags": []
@@ -428,10 +428,10 @@
    "execution_count": 10,
    "metadata": {
     "papermill": {
-     "duration": 0.045177,
-     "end_time": "2020-03-27T08:23:24.771346",
+     "duration": 0.059548,
+     "end_time": "2020-03-30T09:42:39.317750",
      "exception": false,
-     "start_time": "2020-03-27T08:23:24.726169",
+     "start_time": "2020-03-30T09:42:39.258202",
      "status": "completed"
     },
     "tags": []
@@ -460,8 +460,8 @@
        "      <th></th>\n",
        "      <th></th>\n",
        "      <th></th>\n",
-       "      <th>2020-03-25 00:00:00</th>\n",
-       "      <th>2020-03-26 00:00:00</th>\n",
+       "      <th>2020-03-28 00:00:00</th>\n",
+       "      <th>2020-03-29 00:00:00</th>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Country/Region</th>\n",
@@ -476,22 +476,29 @@
        "      <th>Bahamas</th>\n",
        "      <th>-77.396300</th>\n",
        "      <th>25.034300</th>\n",
-       "      <td>5</td>\n",
-       "      <td>9</td>\n",
+       "      <td>10</td>\n",
+       "      <td>11</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Burma</th>\n",
+       "      <th>95.956000</th>\n",
+       "      <th>21.916200</th>\n",
+       "      <td>8</td>\n",
+       "      <td>10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Congo (Brazzaville)</th>\n",
        "      <th>21.758700</th>\n",
        "      <th>-4.038300</th>\n",
        "      <td>4</td>\n",
-       "      <td>4</td>\n",
+       "      <td>19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Congo (Kinshasa)</th>\n",
        "      <th>21.758700</th>\n",
        "      <th>-4.038300</th>\n",
-       "      <td>48</td>\n",
-       "      <td>51</td>\n",
+       "      <td>65</td>\n",
+       "      <td>65</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Diamond Princess</th>\n",
@@ -505,28 +512,35 @@
        "      <th>-15.310100</th>\n",
        "      <th>13.443200</th>\n",
        "      <td>3</td>\n",
-       "      <td>3</td>\n",
+       "      <td>4</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Holy See</th>\n",
        "      <th>12.453400</th>\n",
        "      <th>41.902900</th>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
+       "      <td>6</td>\n",
+       "      <td>6</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Kyrgyzstan</th>\n",
        "      <th>74.766100</th>\n",
        "      <th>41.204400</th>\n",
-       "      <td>44</td>\n",
-       "      <td>44</td>\n",
+       "      <td>58</td>\n",
+       "      <td>84</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Laos</th>\n",
        "      <th>102.495496</th>\n",
        "      <th>19.856270</th>\n",
-       "      <td>3</td>\n",
-       "      <td>6</td>\n",
+       "      <td>8</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>MS Zaandam</th>\n",
+       "      <th>0.000000</th>\n",
+       "      <th>0.000000</th>\n",
+       "      <td>2</td>\n",
+       "      <td>2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Saint Kitts and Nevis</th>\n",
@@ -540,7 +554,7 @@
        "      <th>-60.978900</th>\n",
        "      <th>13.909400</th>\n",
        "      <td>3</td>\n",
-       "      <td>3</td>\n",
+       "      <td>9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Saint Vincent and the Grenadines</th>\n",
@@ -554,60 +568,64 @@
        "      <th>38.996815</th>\n",
        "      <th>34.802075</th>\n",
        "      <td>5</td>\n",
-       "      <td>5</td>\n",
+       "      <td>9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Taiwan*</th>\n",
        "      <th>121.000000</th>\n",
        "      <th>23.700000</th>\n",
-       "      <td>235</td>\n",
-       "      <td>252</td>\n",
+       "      <td>283</td>\n",
+       "      <td>298</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Venezuela</th>\n",
        "      <th>-66.589700</th>\n",
        "      <th>6.423800</th>\n",
-       "      <td>91</td>\n",
-       "      <td>107</td>\n",
+       "      <td>119</td>\n",
+       "      <td>119</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "                                                         2020-03-25 00:00:00  \\\n",
+       "                                                         2020-03-28 00:00:00  \\\n",
        "Country/Region                   Long        Lat                               \n",
-       "Bahamas                          -77.396300   25.034300                    5   \n",
+       "Bahamas                          -77.396300   25.034300                   10   \n",
+       "Burma                             95.956000   21.916200                    8   \n",
        "Congo (Brazzaville)               21.758700  -4.038300                     4   \n",
-       "Congo (Kinshasa)                  21.758700  -4.038300                    48   \n",
+       "Congo (Kinshasa)                  21.758700  -4.038300                    65   \n",
        "Diamond Princess                  0.000000    0.000000                   712   \n",
        "Gambia                           -15.310100   13.443200                    3   \n",
-       "Holy See                          12.453400   41.902900                    4   \n",
-       "Kyrgyzstan                        74.766100   41.204400                   44   \n",
-       "Laos                              102.495496  19.856270                    3   \n",
+       "Holy See                          12.453400   41.902900                    6   \n",
+       "Kyrgyzstan                        74.766100   41.204400                   58   \n",
+       "Laos                              102.495496  19.856270                    8   \n",
+       "MS Zaandam                        0.000000    0.000000                     2   \n",
        "Saint Kitts and Nevis            -62.782998   17.357822                    2   \n",
        "Saint Lucia                      -60.978900   13.909400                    3   \n",
        "Saint Vincent and the Grenadines -61.287200   12.984300                    1   \n",
        "Syria                             38.996815   34.802075                    5   \n",
-       "Taiwan*                           121.000000  23.700000                  235   \n",
-       "Venezuela                        -66.589700   6.423800                    91   \n",
+       "Taiwan*                           121.000000  23.700000                  283   \n",
+       "Venezuela                        -66.589700   6.423800                   119   \n",
        "\n",
-       "                                                         2020-03-26 00:00:00  \n",
+       "                                                         2020-03-29 00:00:00  \n",
        "Country/Region                   Long        Lat                              \n",
-       "Bahamas                          -77.396300   25.034300                    9  \n",
-       "Congo (Brazzaville)               21.758700  -4.038300                     4  \n",
-       "Congo (Kinshasa)                  21.758700  -4.038300                    51  \n",
+       "Bahamas                          -77.396300   25.034300                   11  \n",
+       "Burma                             95.956000   21.916200                   10  \n",
+       "Congo (Brazzaville)               21.758700  -4.038300                    19  \n",
+       "Congo (Kinshasa)                  21.758700  -4.038300                    65  \n",
        "Diamond Princess                  0.000000    0.000000                   712  \n",
-       "Gambia                           -15.310100   13.443200                    3  \n",
-       "Holy See                          12.453400   41.902900                    4  \n",
-       "Kyrgyzstan                        74.766100   41.204400                   44  \n",
-       "Laos                              102.495496  19.856270                    6  \n",
+       "Gambia                           -15.310100   13.443200                    4  \n",
+       "Holy See                          12.453400   41.902900                    6  \n",
+       "Kyrgyzstan                        74.766100   41.204400                   84  \n",
+       "Laos                              102.495496  19.856270                    8  \n",
+       "MS Zaandam                        0.000000    0.000000                     2  \n",
        "Saint Kitts and Nevis            -62.782998   17.357822                    2  \n",
-       "Saint Lucia                      -60.978900   13.909400                    3  \n",
+       "Saint Lucia                      -60.978900   13.909400                    9  \n",
        "Saint Vincent and the Grenadines -61.287200   12.984300                    1  \n",
-       "Syria                             38.996815   34.802075                    5  \n",
-       "Taiwan*                           121.000000  23.700000                  252  \n",
-       "Venezuela                        -66.589700   6.423800                   107  "
+       "Syria                             38.996815   34.802075                    9  \n",
+       "Taiwan*                           121.000000  23.700000                  298  \n",
+       "Venezuela                        -66.589700   6.423800                   119  "
       ]
      },
      "execution_count": 10,
@@ -625,10 +643,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.014167,
-     "end_time": "2020-03-27T08:23:24.801950",
+     "duration": 0.011202,
+     "end_time": "2020-03-30T09:42:39.345699",
      "exception": false,
-     "start_time": "2020-03-27T08:23:24.787783",
+     "start_time": "2020-03-30T09:42:39.334497",
      "status": "completed"
     },
     "tags": []
@@ -642,10 +660,10 @@
    "execution_count": 11,
    "metadata": {
     "papermill": {
-     "duration": 0.035341,
-     "end_time": "2020-03-27T08:23:24.851492",
+     "duration": 0.059645,
+     "end_time": "2020-03-30T09:42:39.416617",
      "exception": false,
-     "start_time": "2020-03-27T08:23:24.816151",
+     "start_time": "2020-03-30T09:42:39.356972",
      "status": "completed"
     },
     "tags": []
@@ -659,10 +677,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.013774,
-     "end_time": "2020-03-27T08:23:24.883008",
+     "duration": 0.01183,
+     "end_time": "2020-03-30T09:42:39.453624",
      "exception": false,
-     "start_time": "2020-03-27T08:23:24.869234",
+     "start_time": "2020-03-30T09:42:39.441794",
      "status": "completed"
     },
     "tags": []
@@ -676,10 +694,10 @@
    "execution_count": 12,
    "metadata": {
     "papermill": {
-     "duration": 0.053727,
-     "end_time": "2020-03-27T08:23:24.950798",
+     "duration": 0.063398,
+     "end_time": "2020-03-30T09:42:39.527589",
      "exception": false,
-     "start_time": "2020-03-27T08:23:24.897071",
+     "start_time": "2020-03-30T09:42:39.464191",
      "status": "completed"
     },
     "tags": []
@@ -926,10 +944,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.01454,
-     "end_time": "2020-03-27T08:23:24.984350",
+     "duration": 0.026982,
+     "end_time": "2020-03-30T09:42:39.578530",
      "exception": false,
-     "start_time": "2020-03-27T08:23:24.969810",
+     "start_time": "2020-03-30T09:42:39.551548",
      "status": "completed"
     },
     "tags": []
@@ -943,10 +961,10 @@
    "execution_count": 13,
    "metadata": {
     "papermill": {
-     "duration": 0.071104,
-     "end_time": "2020-03-27T08:23:25.070228",
+     "duration": 0.051176,
+     "end_time": "2020-03-30T09:42:39.642980",
      "exception": false,
-     "start_time": "2020-03-27T08:23:24.999124",
+     "start_time": "2020-03-30T09:42:39.591804",
      "status": "completed"
     },
     "tags": []
@@ -971,10 +989,10 @@
    "execution_count": 14,
    "metadata": {
     "papermill": {
-     "duration": 0.097596,
-     "end_time": "2020-03-27T08:23:25.186477",
+     "duration": 0.077525,
+     "end_time": "2020-03-30T09:42:39.739576",
      "exception": false,
-     "start_time": "2020-03-27T08:23:25.088881",
+     "start_time": "2020-03-30T09:42:39.662051",
      "status": "completed"
     },
     "tags": []
@@ -1007,21 +1025,21 @@
    "version": "3.7.3"
   },
   "papermill": {
-   "duration": 2.683585,
-   "end_time": "2020-03-27T08:23:25.518455",
+   "duration": 2.737238,
+   "end_time": "2020-03-30T09:42:40.077209",
    "environment_variables": {},
    "exception": null,
-   "input_path": "/tmp/qa77nd3o/notebooks/process/ToRates.ipynb",
+   "input_path": "notebooks/process/ToRates.ipynb",
    "output_path": "runs/ToRates.run.ipynb",
    "parameters": {
-    "PAPERMILL_INPUT_PATH": "/tmp/qa77nd3o/notebooks/process/ToRates.ipynb",
+    "PAPERMILL_INPUT_PATH": "notebooks/process/ToRates.ipynb",
     "PAPERMILL_OUTPUT_PATH": "runs/ToRates.run.ipynb",
-    "geodata_path": "/tmp/qa77nd3o/data/geodata/geo_data.csv",
-    "out_folder": "data/covid-19_rates",
-    "ts_folder": "/tmp/qa77nd3o/data/covid-19_jhu-csse",
-    "wb_path": "/tmp/qa77nd3o/data/worldbank/SP.POP.TOTL.zip"
+    "geodata_path": "./data/geodata/geo_data.csv",
+    "out_folder": "./data/covid-19_rates/",
+    "ts_folder": "./data/covid-19_jhu-csse/",
+    "wb_path": "./data/worldbank/SP.POP.TOTL.zip"
    },
-   "start_time": "2020-03-27T08:23:22.834870",
+   "start_time": "2020-03-30T09:42:37.339971",
    "version": "1.1.0"
   }
  },
-- 
GitLab